Add data_analysis/src/data_analysis/cli.py
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data_analysis/src/data_analysis/cli.py
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57
data_analysis/src/data_analysis/cli.py
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import argparse
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import sys
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from pathlib import Path
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import pandas as pd
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from data_analysis import core
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def main() -> None:
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"""CLI entry point for City Breathing Data Analysis.
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Parses input arguments, validates them, and executes the analysis pipeline:
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loading CSV data and generating plots.
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"""
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parser = argparse.ArgumentParser(
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description="Analyse und Visualisierung von City Breathing Messdaten.",
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)
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parser.add_argument(
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"--input",
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required=True,
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help="Pfad zur Eingabe-CSV-Datei mit Loggerdaten.",
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)
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parser.add_argument(
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"--output",
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required=False,
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default="output/plots/overview.png",
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help="Pfad zur Ausgabedatei der Visualisierung (PNG).",
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)
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args = parser.parse_args()
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input_path = Path(args.input)
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output_path = Path(args.output)
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# Input validation (CI-ready & strict input validation required)
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if not input_path.exists() or not input_path.is_file():
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print(f"Fehler: Eingabedatei '{input_path}' existiert nicht oder ist keine Datei.", file=sys.stderr)
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sys.exit(1)
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if not input_path.suffix.lower() == ".csv":
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print(f"Fehler: Eingabedatei muss eine CSV-Datei sein (gefunden: {input_path.suffix}).", file=sys.stderr)
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sys.exit(1)
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# Ensure output directory exists
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output_path.parent.mkdir(parents=True, exist_ok=True)
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try:
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data: pd.DataFrame = core.load_data(str(input_path))
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core.plot_data(data)
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print(f"Analyse abgeschlossen. Visualisierung gespeichert unter '{output_path}'.")
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except Exception as exc: # broad for CLI safety
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print(f"Fehler bei der Analyse: {exc}", file=sys.stderr)
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sys.exit(1)
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if __name__ == "__main__":
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main()
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