Add hex converter utility
- To move to separate utility file in the future
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+13
-15
@@ -1,11 +1,20 @@
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# File: extractor.py
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# Copyright (C) 2026 Erick Ahmed
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# SPDX-License-Identifier: AGPL-3.0-or-later
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import json
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from pathlib import Path
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import numpy as np
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import pandas as pd
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def to_int(x):
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"""Convert a hex string or integer to int, returning NaN on failure."""
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if isinstance(x, (int, np.integer)):
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return int(x)
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if isinstance(x, str):
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try:
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return int(x, 16)
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except ValueError:
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return np.nan
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return np.nan
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def extract_id(row: pd.Series) -> str:
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"""Extracts PGN from metadata or falls back to CAN ID."""
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meta = row.get('j1939_metadata')
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@@ -25,14 +34,3 @@ def load_data(file_path: Path) -> pd.DataFrame:
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df = pd.read_parquet(file_path)
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df['Identifier'] = df.apply(extract_id, axis=1)
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return df
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def to_int(x):
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"""Convert a hex string or integer to int, returning NaN on failure."""
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if isinstance(x, (int, np.integer)):
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return int(x)
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if isinstance(x, str):
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try:
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return int(x, 16)
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except ValueError:
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return np.nan
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return np.nan
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