{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.11.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"gpu","dataSources":[{"sourceId":99552,"databundleVersionId":13851420,"sourceType":"competition"},{"sourceId":12780021,"sourceType":"datasetVersion","datasetId":8079690}],"dockerImageVersionId":31090,"isInternetEnabled":false,"language":"python","sourceType":"notebook","isGpuEnabled":true}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"# ====================================================\n# Step 1 - Training with OOF saving\n# ====================================================\nimport os, gc, warnings\nimport numpy as np\nimport pandas as pd\nimport polars as pl\nimport torch\nimport torch.nn as nn\nimport timm\nfrom torch.utils.data import Dataset, DataLoader\nfrom torch.optim import AdamW\nfrom sklearn.model_selection import StratifiedKFold\nfrom sklearn.metrics import roc_auc_score\n\nwarnings.filterwarnings(\"ignore\")\n\n# ====================================================\n# Constants\n# ====================================================\nID_COL = \"SeriesInstanceUID\"\nLABEL_COLS = [\n    'Left Infraclinoid Internal Carotid Artery',\n    'Right Infraclinoid Internal Carotid Artery',\n    'Left Supraclinoid Internal Carotid Artery',\n    'Right Supraclinoid Internal Carotid Artery',\n    'Left Middle Cerebral Artery',\n    'Right Middle Cerebral Artery',\n    'Anterior Communicating Artery',\n    'Left Anterior Cerebral Artery',\n    'Right Anterior Cerebral Artery',\n    'Left Posterior Communicating Artery',\n    'Right Posterior Communicating Artery',\n    'Basilar Tip',\n    'Other Posterior Circulation',\n    'Aneurysm Present',\n]\n\n# ====================================================\n# Config\n# ====================================================\nclass CFG:\n    model_name = \"tf_efficientnetv2_s.in21k_ft_in1k\"\n    size = 384\n    batch_size = 8\n    epochs = 5\n    lr = 2e-4\n    n_folds = 5\n    seed = 42\n    device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n\n# ====================================================\n# Dummy dataset class (replace with your dataset)\n# ====================================================\nclass RSNADataset(Dataset):\n    def __init__(self, df, labels):\n        self.df = df\n        self.labels = labels\n\n    def __len__(self):\n        return len(self.df)\n\n    def __getitem__(self, idx):\n        # X = image tensor [3, H, W] (replace with DICOM preproc if needed)\n        X = torch.randn(3, CFG.size, CFG.size)\n        y = torch.tensor(self.labels[idx], dtype=torch.float32)\n        return X, y\n\n# ====================================================\n# Model\n# ====================================================\ndef get_model():\n    model = timm.create_model(\n        CFG.model_name,\n        pretrained=False,   # ⬅️ change this to False (no HF download)\n        in_chans=3,\n        num_classes=len(LABEL_COLS),\n        drop_rate=0.2,\n        drop_path_rate=0.2\n    )\n    return model\n\n\n# ====================================================\n# Training loop\n# ====================================================\ndef train_and_save_oof(train_df, targets):\n    oof_preds = np.zeros((len(train_df), len(LABEL_COLS)))\n\n    skf = StratifiedKFold(n_splits=CFG.n_folds, shuffle=True, random_state=CFG.seed)\n\n    for fold, (trn_idx, val_idx) in enumerate(skf.split(train_df, targets[:, -1])):  # stratify on \"Aneurysm Present\"\n        print(f\"===== Fold {fold} =====\")\n\n        model = get_model().to(CFG.device)\n        optimizer = AdamW(model.parameters(), lr=CFG.lr)\n        criterion = nn.BCEWithLogitsLoss()\n\n        trn_dataset = RSNADataset(train_df.iloc[trn_idx], targets[trn_idx])\n        val_dataset = RSNADataset(train_df.iloc[val_idx], targets[val_idx])\n\n        trn_loader = DataLoader(trn_dataset, batch_size=CFG.batch_size, shuffle=True)\n        val_loader = DataLoader(val_dataset, batch_size=CFG.batch_size, shuffle=False)\n\n        best_auc = 0\n        for epoch in range(CFG.epochs):\n            model.train()\n            for X, y in trn_loader:\n                X, y = X.to(CFG.device), y.to(CFG.device)\n                optimizer.zero_grad()\n                out = model(X)\n                loss = criterion(out, y)\n                loss.backward()\n                optimizer.step()\n\n            # Validation\n            model.eval()\n            val_preds, val_targets = [], []\n            with torch.no_grad():\n                for X, y in val_loader:\n                    X = X.to(CFG.device)\n                    out = model(X)\n                    val_preds.append(torch.sigmoid(out).cpu().numpy())\n                    val_targets.append(y.numpy())\n            val_preds = np.concatenate(val_preds)\n            val_targets = np.concatenate(val_targets)\n\n            auc = roc_auc_score(val_targets[:, -1], val_preds[:, -1])\n            print(f\"Epoch {epoch} - Fold {fold} - Aneurysm AUC: {auc:.4f}\")\n\n            if auc > best_auc:\n                best_auc = auc\n                torch.save(model.state_dict(), f\"fold{fold}_best.pth\")\n\n        # Save OOF predictions\n        model.load_state_dict(torch.load(f\"fold{fold}_best.pth\"))\n        model.eval()\n        val_preds = []\n        with torch.no_grad():\n            for X, _ in val_loader:\n                X = X.to(CFG.device)\n                out = model(X)\n                val_preds.append(torch.sigmoid(out).cpu().numpy())\n        val_preds = np.concatenate(val_preds)\n        oof_preds[val_idx] = val_preds\n\n    # Save to CSV\n    oof_df = pd.DataFrame(oof_preds, columns=LABEL_COLS)\n    oof_df.insert(0, ID_COL, train_df[ID_COL].values)\n    oof_df[\"target\"] = targets[:, -1]  # ground truth for aneurysm\n    oof_df.to_csv(\"/kaggle/working/oof.csv\", index=False)\n    print(\"Saved OOF predictions to /kaggle/working/oof.csv\")\n\n# Example usage (replace with your real train dataframe + labels)\ndummy_df = pd.DataFrame({\"SeriesInstanceUID\": [f\"id_{i}\" for i in range(100)]})\ndummy_labels = np.random.randint(0, 2, (100, len(LABEL_COLS)))\ntrain_and_save_oof(dummy_df, dummy_labels)\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-09-27T23:09:10.204442Z","iopub.execute_input":"2025-09-27T23:09:10.20477Z","iopub.status.idle":"2025-09-27T23:10:15.50018Z","shell.execute_reply.started":"2025-09-27T23:09:10.204743Z","shell.execute_reply":"2025-09-27T23:10:15.499402Z"}},"outputs":[{"name":"stdout","text":"===== Fold 0 =====\nEpoch 0 - Fold 0 - Aneurysm AUC: 0.6061\nEpoch 1 - Fold 0 - Aneurysm AUC: 0.4848\nEpoch 2 - Fold 0 - Aneurysm AUC: 0.4444\nEpoch 3 - Fold 0 - Aneurysm AUC: 0.3333\nEpoch 4 - Fold 0 - Aneurysm AUC: 0.3838\n===== Fold 1 =====\nEpoch 0 - Fold 1 - Aneurysm AUC: 0.3030\nEpoch 1 - Fold 1 - Aneurysm AUC: 0.4646\nEpoch 2 - Fold 1 - Aneurysm AUC: 0.3737\nEpoch 3 - Fold 1 - Aneurysm AUC: 0.2727\nEpoch 4 - Fold 1 - Aneurysm AUC: 0.4747\n===== Fold 2 =====\nEpoch 0 - Fold 2 - Aneurysm AUC: 0.3131\nEpoch 1 - Fold 2 - Aneurysm AUC: 0.4646\nEpoch 2 - Fold 2 - Aneurysm AUC: 0.4848\nEpoch 3 - Fold 2 - Aneurysm AUC: 0.5556\nEpoch 4 - Fold 2 - Aneurysm AUC: 0.4949\n===== Fold 3 =====\nEpoch 0 - Fold 3 - Aneurysm AUC: 0.3939\nEpoch 1 - Fold 3 - Aneurysm AUC: 0.5253\nEpoch 2 - Fold 3 - Aneurysm AUC: 0.5354\nEpoch 3 - Fold 3 - Aneurysm AUC: 0.8182\nEpoch 4 - Fold 3 - Aneurysm AUC: 0.5253\n===== Fold 4 =====\nEpoch 0 - Fold 4 - Aneurysm AUC: 0.5152\nEpoch 1 - Fold 4 - Aneurysm AUC: 0.3030\nEpoch 2 - Fold 4 - Aneurysm AUC: 0.5960\nEpoch 3 - Fold 4 - Aneurysm AUC: 0.5859\nEpoch 4 - Fold 4 - Aneurysm AUC: 0.4343\nSaved OOF predictions to /kaggle/working/oof.csv\n","output_type":"stream"}],"execution_count":1},{"cell_type":"code","source":"# fit_calibrators.py\nimport pandas as pd\nimport joblib\nimport numpy as np\nfrom sklearn.linear_model import LogisticRegression\nfrom sklearn.isotonic import IsotonicRegression\nfrom pathlib import Path\n\n# Paths\noof_path = Path(\"/kaggle/working/oof.csv\")\nout_path = Path(\"/kaggle/working/calibrators.pkl\")\n\nLABEL_COLS = [\n    'Left Infraclinoid Internal Carotid Artery',\n    'Right Infraclinoid Internal Carotid Artery',\n    'Left Supraclinoid Internal Carotid Artery',\n    'Right Supraclinoid Internal Carotid Artery',\n    'Left Middle Cerebral Artery',\n    'Right Middle Cerebral Artery',\n    'Anterior Communicating Artery',\n    'Left Anterior Cerebral Artery',\n    'Right Anterior Cerebral Artery',\n    'Left Posterior Communicating Artery',\n    'Right Posterior Communicating Artery',\n    'Basilar Tip',\n    'Other Posterior Circulation',\n    'Aneurysm Present',\n]\n\nif not oof_path.exists():\n    raise FileNotFoundError(f\"OOF not found: {oof_path}\")\n\noof = pd.read_csv(oof_path)\nprint(\"Loaded OOF:\", oof.shape)\nprint(\"OOF columns:\", oof.columns.tolist()[:30])\n\n# Determine ground-truth column name(s)\n# We'll assume the OOF has a 'target' or 'Aneurysm_gt' or similar.\n# Try to detect a ground truth column automatically.\npossible_gt_names = [\"target\", \"AneurysmPresent_gt\", \"aneurysm_label\", \"Aneurysm_gt\",\n                     \"Aneurysm Present_gt\", \"aneurysm\", \"y_true\"]\ngt_col = None\nfor cand in possible_gt_names:\n    if cand in oof.columns:\n        gt_col = cand\n        break\n\n# Heuristic: if an explicit per-row ground truth column not found, try common patterns:\nif gt_col is None:\n    # If oof contains a column matching 'Aneurysm Present' with integer values 0/1,\n    # we may assume that is the prediction column, and underlying ground truth may be stored as 'target'\n    # Fallback: if there's a 'target' column use it.\n    if \"target\" in oof.columns:\n        gt_col = \"target\"\n\nif gt_col is None:\n    # Let user know and raise error for clarity.\n    raise ValueError(\"Could not find a ground-truth column in OOF. Please ensure your OOF has a column named 'target' (or similar).\")\n\nprint(\"Using ground-truth column:\", gt_col)\n\ncalibrators = {}\n\nfor col in LABEL_COLS:\n    if col not in oof.columns:\n        print(f\"[Skip] Predictions column not found in OOF: {col}\")\n        calibrators[col] = None\n        continue\n\n    y_scores = oof[col].values\n    y_true = oof[gt_col].values  # NOTE: uses same GT for all labels; replace per-label GT if you have them\n\n    # Check that y_true contains at least two classes\n    unique = np.unique(y_true)\n    if unique.shape[0] < 2:\n        print(f\"[Skip] Ground truth for column '{col}' has only one class ({unique}). Skipping calibrator.\")\n        calibrators[col] = None\n        continue\n\n    # Also ensure scores are not degenerate\n    if np.allclose(y_scores, y_scores[0]):\n        print(f\"[Skip] Predictions for '{col}' are constant; skipping calibrator.\")\n        calibrators[col] = None\n        continue\n\n    # Prefer Platt scaling (LogisticRegression). If it fails, fallback to isotonic\n    try:\n        lr = LogisticRegression(max_iter=2000)\n        lr.fit(y_scores.reshape(-1, 1), y_true)\n        calibrators[col] = (\"platt\", lr)\n        print(f\"[OK] Trained Platt calibrator for '{col}'\")\n    except Exception as e:\n        print(f\"[Warn] Platt failed for '{col}' ({e}), trying isotonic.\")\n        try:\n            iso = IsotonicRegression(out_of_bounds='clip')\n            iso.fit(y_scores, y_true)\n            calibrators[col] = (\"isotonic\", iso)\n            print(f\"[OK] Trained isotonic calibrator for '{col}'\")\n        except Exception as e2:\n            print(f\"[Skip] Both calibrators failed for '{col}': {e2}. Saving None.\")\n            calibrators[col] = None\n\n# Save calibrators dictionary\njoblib.dump(calibrators, out_path)\nprint(\"Saved calibrators to:\", out_path)\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-09-27T23:10:15.504846Z","iopub.execute_input":"2025-09-27T23:10:15.505057Z","iopub.status.idle":"2025-09-27T23:10:15.639329Z","shell.execute_reply.started":"2025-09-27T23:10:15.505041Z","shell.execute_reply":"2025-09-27T23:10:15.638642Z"}},"outputs":[{"name":"stdout","text":"Loaded OOF: (100, 16)\nOOF columns: ['SeriesInstanceUID', 'Left Infraclinoid Internal Carotid Artery', 'Right Infraclinoid Internal Carotid Artery', 'Left Supraclinoid Internal Carotid Artery', 'Right Supraclinoid Internal Carotid Artery', 'Left Middle Cerebral Artery', 'Right Middle Cerebral Artery', 'Anterior Communicating Artery', 'Left Anterior Cerebral Artery', 'Right Anterior Cerebral Artery', 'Left Posterior Communicating Artery', 'Right Posterior Communicating Artery', 'Basilar Tip', 'Other Posterior Circulation', 'Aneurysm Present', 'target']\nUsing ground-truth column: target\n[OK] Trained Platt calibrator for 'Left Infraclinoid Internal Carotid Artery'\n[OK] Trained Platt calibrator for 'Right Infraclinoid Internal Carotid Artery'\n[OK] Trained Platt calibrator for 'Left Supraclinoid Internal Carotid Artery'\n[OK] Trained Platt calibrator for 'Right Supraclinoid Internal Carotid Artery'\n[OK] Trained Platt calibrator for 'Left Middle Cerebral Artery'\n[OK] Trained Platt calibrator for 'Right Middle Cerebral Artery'\n[OK] Trained Platt calibrator for 'Anterior Communicating Artery'\n[OK] Trained Platt calibrator for 'Left Anterior Cerebral Artery'\n[OK] Trained Platt calibrator for 'Right Anterior Cerebral Artery'\n[OK] Trained Platt calibrator for 'Left Posterior Communicating Artery'\n[OK] Trained Platt calibrator for 'Right Posterior Communicating Artery'\n[OK] Trained Platt calibrator for 'Basilar Tip'\n[OK] Trained Platt calibrator for 'Other Posterior Circulation'\n[OK] Trained Platt calibrator for 'Aneurysm Present'\nSaved calibrators to: /kaggle/working/calibrators.pkl\n","output_type":"stream"}],"execution_count":2},{"cell_type":"code","source":"# ---------------------------\n# Build and save submission.parquet (robust, runs predict() per series)\n# Paste this into your inference notebook AFTER models are loaded\n# and predict(series_path) is defined.\n# ---------------------------\n\nimport os\nfrom pathlib import Path\nimport polars as pl\nimport pandas as pd\nimport numpy as np\nimport traceback\nfrom tqdm import tqdm\n\n# Make sure LABEL_COLS matches your model output order\nLABEL_COLS = [\n    'Left Infraclinoid Internal Carotid Artery',\n    'Right Infraclinoid Internal Carotid Artery',\n    'Left Supraclinoid Internal Carotid Artery',\n    'Right Supraclinoid Internal Carotid Artery',\n    'Left Middle Cerebral Artery',\n    'Right Middle Cerebral Artery',\n    'Anterior Communicating Artery',\n    'Left Anterior Cerebral Artery',\n    'Right Anterior Cerebral Artery',\n    'Left Posterior Communicating Artery',\n    'Right Posterior Communicating Artery',\n    'Basilar Tip',\n    'Other Posterior Circulation',\n    'Aneurysm Present',\n]\n\n# Conservative fallback prediction if a series fails\nFALLBACK_ROW = [0.1] * len(LABEL_COLS)\n\ndef find_series_dirs(search_roots=None):\n    \"\"\"Search for DICOM series directories (contains at least one .dcm file).\"\"\"\n    roots = search_roots or ['/kaggle/input', '/kaggle/working']\n    series_dirs = []\n    for root in roots:\n        if not os.path.exists(root): \n            continue\n        for entry in Path(root).rglob('*'):\n            if entry.is_dir():\n                try:\n                    # quick check: any .dcm file in directory (non-recursive)\n                    for f in entry.iterdir():\n                        if f.is_file() and f.suffix.lower() == '.dcm':\n                            series_dirs.append(str(entry))\n                            break\n                except Exception:\n                    # skip unreadable dirs\n                    continue\n    return sorted(set(series_dirs))\n\n# Find candidates automatically\nseries_dirs = find_series_dirs()\n\n# If none found automatically, also try direct children of /kaggle/input\nif not series_dirs:\n    # fallback: any subdirectory of input that contains files\n    for root in ['/kaggle/input', '/kaggle/working']:\n        if not os.path.exists(root): continue\n        for d in Path(root).iterdir():\n            if d.is_dir():\n                # treat the folder as a series if it has files\n                files = list(d.rglob('*'))\n                if files:\n                    series_dirs.append(str(d))\n    series_dirs = sorted(set(series_dirs))\n\nprint(f\"Found {len(series_dirs)} candidate series directories (first 10):\")\nfor d in series_dirs[:10]:\n    print(\"  \", d)\n\nif not series_dirs:\n    raise RuntimeError(\"No series directories found. If your test series are located in a different path, set `series_dirs` manually.\")\n\n# Run predictions and collect rows\nrows = []\nids = []\n\nfor series_path in tqdm(series_dirs, desc=\"Predicting series\"):\n    sid = os.path.basename(series_path.rstrip('/')) or series_path  # fallback UID\n    try:\n        # predict should return a polars.DataFrame with columns = LABEL_COLS (no ID col)\n        pred_df = predict(series_path)  # your existing function\n        # If function returns a polars.DataFrame with ID column, handle that\n        if isinstance(pred_df, pl.DataFrame):\n            pdf = pred_df.to_pandas()\n        elif isinstance(pred_df, pd.DataFrame):\n            pdf = pred_df\n        else:\n            # if predict returns a numpy array\n            if isinstance(pred_df, np.ndarray):\n                arr = pred_df\n                if arr.ndim == 1:\n                    arr = arr.reshape(1, -1)\n                pdf = pd.DataFrame(arr, columns=LABEL_COLS)\n        # If pdf has the ID column, drop it and use our sid\n        if 'ID' in pdf.columns or 'SeriesInstanceUID' in pdf.columns:\n            # find label columns intersection\n            label_cols_present = [c for c in LABEL_COLS if c in pdf.columns]\n            row_values = pdf[label_cols_present].iloc[0].astype(float).values\n            # ensure correct column order; if some missing, fill with fallback\n            final_row = []\n            for col in LABEL_COLS:\n                if col in pdf.columns:\n                    final_row.append(float(pdf[col].iloc[0]))\n                else:\n                    final_row.append(0.1)\n        else:\n            # assume pdf columns are exactly LABEL_COLS order\n            try:\n                row_values = pdf.values.flatten().astype(float)\n                if row_values.size != len(LABEL_COLS):\n                    # mismatch — try to map by column names\n                    final_row = []\n                    for col in LABEL_COLS:\n                        if col in pdf.columns:\n                            final_row.append(float(pdf[col].iloc[0]))\n                        else:\n                            final_row.append(0.1)\n                else:\n                    final_row = row_values.tolist()\n            except Exception:\n                final_row = FALLBACK_ROW\n        # ensure numeric and length-correct\n        if len(final_row) != len(LABEL_COLS):\n            final_row = FALLBACK_ROW\n        rows.append(final_row)\n        ids.append(sid)\n    except Exception as e:\n        # on any failure, log and append fallback\n        print(f\"[Error] series {sid} failed: {e}\")\n        traceback.print_exc()\n        rows.append(FALLBACK_ROW)\n        ids.append(sid)\n\n# Build submission DataFrame\nsub_df = pd.DataFrame(rows, columns=LABEL_COLS)\nsub_df.insert(0, \"ID\", ids)\n\n# Save as submission.parquet exactly where Kaggle expects it\nout_path = \"/kaggle/working/submission.parquet\"\nsub_df.to_parquet(out_path, index=False)\nprint(f\"✅ Saved submission to {out_path} (rows: {len(sub_df)})\")\nprint(sub_df.head())\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-09-27T23:10:15.639899Z","iopub.execute_input":"2025-09-27T23:10:15.640117Z","iopub.status.idle":"2025-09-27T23:25:36.678154Z","shell.execute_reply.started":"2025-09-27T23:10:15.640099Z","shell.execute_reply":"2025-09-27T23:25:36.6775Z"}},"outputs":[{"name":"stdout","text":"Found 4351 candidate series directories (first 10):\n   /kaggle/input/rsna-intracranial-aneurysm-detection/kaggle_evaluation/series/1.2.826.0.1.3680043.8.498.10028406715369553772267826812576760572\n   /kaggle/input/rsna-intracranial-aneurysm-detection/kaggle_evaluation/series/1.2.826.0.1.3680043.8.498.10057359944432090722321480667591403108\n   /kaggle/input/rsna-intracranial-aneurysm-detection/kaggle_evaluation/series/1.2.826.0.1.3680043.8.498.10076849691931487952247065581008547232\n   /kaggle/input/rsna-intracranial-aneurysm-detection/series/1.2.826.0.1.3680043.8.498.10004044428023505108375152878107656647\n   /kaggle/input/rsna-intracranial-aneurysm-detection/series/1.2.826.0.1.3680043.8.498.10004684224894397679901841656954650085\n   /kaggle/input/rsna-intracranial-aneurysm-detection/series/1.2.826.0.1.3680043.8.498.10005158603912009425635473100344077317\n   /kaggle/input/rsna-intracranial-aneurysm-detection/series/1.2.826.0.1.3680043.8.498.10009383108068795488741533244914370182\n   /kaggle/input/rsna-intracranial-aneurysm-detection/series/1.2.826.0.1.3680043.8.498.10012790035410518400400834395242853657\n   /kaggle/input/rsna-intracranial-aneurysm-detection/series/1.2.826.0.1.3680043.8.498.10014757658335054766479957992112625961\n   /kaggle/input/rsna-intracranial-aneurysm-detection/series/1.2.826.0.1.3680043.8.498.10021411248005513321236647460239137906\n","output_type":"stream"},{"name":"stderr","text":"Predicting series:   0%|          | 0/4351 [00:00<?, ?it/s]Traceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nPredicting series:  31%|███       | 1342/4351 [00:00<00:00, 13409.49it/s]Traceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nPredicting series:  62%|██████▏   | 2683/4351 [00:00<00:00, 10610.78it/s]","output_type":"stream"},{"name":"stdout","text":"[Error] series 1.2.826.0.1.3680043.8.498.10028406715369553772267826812576760572 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10057359944432090722321480667591403108 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10076849691931487952247065581008547232 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10004044428023505108375152878107656647 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10004684224894397679901841656954650085 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10005158603912009425635473100344077317 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10009383108068795488741533244914370182 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10012790035410518400400834395242853657 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10014757658335054766479957992112625961 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10021411248005513321236647460239137906 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10022688097731894079510930966432818105 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10022796280698534221758473208024838831 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10023411164590664678534044036963716636 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10030095840917973694487307992374923817 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10030804647049037739144303822498146901 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10034081836061566510187499603024895557 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10035643165968342618460849823699311381 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10035782880104673269567641444954004745 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10037266473301611864455091971206084528 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10040419508532196461125208817600495772 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10042423585566957032411171949972906248 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10042474696169267476037627878420766468 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10046318991957083423208748012349179640 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10048925006598672000564912882060003872 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10057981374227560278263065500472865434 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10058383541003792190302541266378919328 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10058588444796585220635465116646088095 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10068453918327434625947056516458124159 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10070371997983281654193426002305027111 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10073947840865129766563613260212070964 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10076056930521523789588901704956188485 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10083588592953106038022099657923782077 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10086325220791440678552106812785190149 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10092666779602341135460882241562348436 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10093305095697542087736136017987424145 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10095912539619532839962135126795591815 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10097649530131165889513682791963111629 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10098743283291956051221530305664415374 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10100852389239445465234081623205886374 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10101061475536996465167813138158739213 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10102361048562788202568222767625052953 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10116626135148932224643146695383345963 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10118061831005170945889563029918713432 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10118104902601294641571465174067732646 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10122841756457641138155875644216826804 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10125437190727527270716129219120957188 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10126204714343951399034097831014403155 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10126487256624050201543415947047895825 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10129540112106776730428126836684374398 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10129580404994628606227497184499173213 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10133777372284957640897520050991895887 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10133805409448598100180344093077653742 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10134365079002163886508836892471866754 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10140895167100232412095668871893964095 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10143240284902513794767720489625125957 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10144083517869641752799954597390552857 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10145340168188681268595785827168799711 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10148992367063193735584459523736151066 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10149517800497200117971642051961114300 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10152316071300066886893512484432664805 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10157259652665015386051954194840128811 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10158065843180867652384529862983576761 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10159052987439329819869659161075958798 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10161092109954976473450555831085144960 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10161806953566875622930260306554507426 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10163482612339017493097015030860956863 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10163827504601437014258638041508575801 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10168980078157176521154364692096920137 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10170698207397181808858428764907250482 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10172626607552095496094268567506878754 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10177117050965285724806213067235546942 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10177991619943313403139905685327320608 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10183727561065274266314159653049375993 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10184847787867063803105367841107558567 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10186041198879318410917325125181341286 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10188636688783982623025997809119805350 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10195070873338721244150818495996796822 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10207110118916220264491289532161991004 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10212302880573111557869412819411272803 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10215833141558976135001043369327881438 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10218616184968326770042507305824538520 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.10220365367013559992095908932821694373 failed: name 'predict' is not defined\n[Error] series 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1.2.826.0.1.3680043.8.498.53854508078252018205727461548006802006 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.53861740050010192705434608017335492908 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.53863103480136362800851232400573105038 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.53901203212732811892702239112353256979 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.53901559167152323145544804007672160819 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.53947155422591684879953627516013605305 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.53949649929164408424616288072855257470 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.53969940423532149651279340653899073644 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.53972120099963092974563736239908025318 failed: name 'predict' is not defined\n","output_type":"stream"},{"name":"stderr","text":"Traceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nPredicting series:  87%|████████▋ | 3780/4351 [00:00<00:00, 10021.39it/s]Traceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nTraceback (most recent call last):\n  File \"/tmp/ipykernel_36/2703621205.py\", line 87, in <cell line: 0>\n    pred_df = predict(series_path)  # your existing function\n              ^^^^^^^\nNameError: name 'predict' is not defined\nPredicting series: 100%|██████████| 4351/4351 [00:00<00:00, 10566.37it/s]\n","output_type":"stream"},{"name":"stdout","text":"[Error] series 1.2.826.0.1.3680043.8.498.54004332357623718869252190645825125457 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54010234416446061760774669923509453223 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54076726005870476818114764066228017384 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54122954140540296554145051748640060372 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54147016398998885730387711777686660439 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54162545088087853349436221426998767337 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54171001892879510519922496969478071456 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54229447415233291865152566692412623562 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54238024426103839199853449126083352331 failed: name 'predict' is not defined\n[Error] series 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1.2.826.0.1.3680043.8.498.54471289915077214069932809228926999698 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54493953178667074453498665060515485324 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54505273219907798567882573473568289931 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54536086215398755594326827768564483706 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54601997800691994882157738443052708709 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54631473474334766582073789046618511010 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54633011384736192290591050215308039540 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54687371987509643410247830418388435807 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54704763443411545078431538035683930390 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54780676265484590348177862708300200503 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54806056510474199646405568086385281120 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54834359075581515268774844138153305939 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54842744527557775526326812986426236552 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54865110953409154322874363435644372368 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54906438214987225649592379084494732190 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54919900404675638939989272299821687077 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54932357810070520983714817974419699006 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54945937547396809705103978798121765227 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54946536871644307161766767010831996806 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54960100381380056853070160563615135717 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54974738623294356917059674969767228385 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54986912444417486535456186247214930863 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.54995046890244844619428693288281206240 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55037011404554315490872133269302987683 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55048842051334203665261922752906430051 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55051557363776453883164282380323354147 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55059813335313689207953668407134096515 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55084927288606454362514871089650310251 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55175650169844515012896515790342635990 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55190777977920349777703252344775040307 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55226149044072580805293638707328086721 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55247580346181205853919196634349103628 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55265652201203061545693868042203696496 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55301009796055277744492750590141398353 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55305131253249378960600842834050251239 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55312140736376805090207300509119568749 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55318153291426426904172016564090080444 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55335626170859465016687259915777364744 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55399705569028068140162342049301766273 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55488327185838610775935428587109263994 failed: name 'predict' is not defined\n[Error] series 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1.2.826.0.1.3680043.8.498.55739661839410824277181104551132162001 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55749842421401170891863314903631423448 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55758251500837089096142695115162600360 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55821559323031324125598809716887718644 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55842513583959788633621451208426913881 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55863640077341838266153432351530990101 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55930307007855869443238597770657089494 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.55937040234860540423283815039126168212 failed: name 'predict' is not defined\n[Error] series 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1.2.826.0.1.3680043.8.498.56180749194370338483866700937313081236 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56188383184149183204095060042155448805 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56222999331067503423242588210365055932 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56293029669994805478603719580312234847 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56322844580807501035786457195896433956 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56327521898715091984887130939499740321 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56328756943752737540511573730702708506 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56334320741999193504256116638763655155 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56337640549951670461430757170804881697 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56373843578914581208956317305275792766 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56387485867320984630828828611574522378 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56439127051534836240058511267111430522 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56440186271353153153620925893026843003 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56451779671665117435401547961657217694 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56479623144539472445940519727300319231 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.56484174270258638247962554662288521375 failed: name 'predict' is not defined\n[Error] series 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1.2.826.0.1.3680043.8.498.99800061424469215274400822361248888410 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.99804081131933373817667779922320327920 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.99887675554378211308175946117895608384 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.99892390884723813599532075083872271516 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.99892990973227842737467360295351276702 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.99895756899933461331612313434452838359 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.99915610493694667606317602915236740051 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.99920680741054836990188220871756333156 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.99953513260518059135058337324142717073 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.99982144859397209076137275088962041066 failed: name 'predict' is not defined\n[Error] series 1.2.826.0.1.3680043.8.498.99985209798463601651869595532975221005 failed: name 'predict' is not defined\n✅ Saved submission to /kaggle/working/submission.parquet (rows: 4351)\n                                                  ID  \\\n0  1.2.826.0.1.3680043.8.498.10028406715369553772...   \n1  1.2.826.0.1.3680043.8.498.10057359944432090722...   \n2  1.2.826.0.1.3680043.8.498.10076849691931487952...   \n3  1.2.826.0.1.3680043.8.498.10004044428023505108...   \n4  1.2.826.0.1.3680043.8.498.10004684224894397679...   \n\n   Left Infraclinoid Internal Carotid Artery  \\\n0                                        0.1   \n1                                        0.1   \n2                                        0.1   \n3                                        0.1   \n4                                        0.1   \n\n   Right Infraclinoid Internal Carotid Artery  \\\n0                                         0.1   \n1                                         0.1   \n2                                         0.1   \n3                                         0.1   \n4                                         0.1   \n\n   Left Supraclinoid Internal Carotid Artery  \\\n0                                        0.1   \n1                                        0.1   \n2                                        0.1   \n3                                        0.1   \n4                                        0.1   \n\n   Right Supraclinoid Internal Carotid Artery  Left Middle Cerebral Artery  \\\n0                                         0.1                          0.1   \n1                                         0.1                          0.1   \n2                                         0.1                          0.1   \n3                                         0.1                          0.1   \n4                                         0.1                          0.1   \n\n   Right Middle Cerebral Artery  Anterior Communicating Artery  \\\n0                           0.1                            0.1   \n1                           0.1                            0.1   \n2                           0.1                            0.1   \n3                           0.1                            0.1   \n4                           0.1                            0.1   \n\n   Left Anterior Cerebral Artery  Right Anterior Cerebral Artery  \\\n0                            0.1                             0.1   \n1                            0.1                             0.1   \n2                            0.1                             0.1   \n3                            0.1                             0.1   \n4                            0.1                             0.1   \n\n   Left Posterior Communicating Artery  Right Posterior Communicating Artery  \\\n0                                  0.1                                   0.1   \n1                                  0.1                                   0.1   \n2                                  0.1                                   0.1   \n3                                  0.1                                   0.1   \n4                                  0.1                                   0.1   \n\n   Basilar Tip  Other Posterior Circulation  Aneurysm Present  \n0          0.1                          0.1               0.1  \n1          0.1                          0.1               0.1  \n2          0.1                          0.1               0.1  \n3          0.1                          0.1               0.1  \n4          0.1                          0.1               0.1  \n","output_type":"stream"}],"execution_count":3}]}