andy
f08a1a9bf5
Python project for analyzing alarm data from building monitoring systems. Includes alarm analyzer, plotting, tests, and source data files.
37 lines
1.3 KiB
Python
37 lines
1.3 KiB
Python
#!/usr/bin/env python
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# Script to create visualizations with enhanced group and sensor name information
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from alarm_analyzer import AlarmAnalyzer
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def main():
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print("Creating analyzer instance for visualizations...")
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# Create analyzer instance
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analyzer = AlarmAnalyzer('CardinalAlarmsDec25.csv', 'SensorReport Cardinal 2025-12-23_processed.xlsx')
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print("Loading data...")
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# Load data
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alarm_data, sensor_data = analyzer.load_data()
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print(f"Loaded {len(alarm_data)} alarm records")
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if analyzer.sensor_mapping:
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print(f"Created sensor mapping for {len(analyzer.sensor_mapping)} sensors")
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else:
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print("No sensor mapping created - sensor report may not have been processed correctly")
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print("Categorizing alarms...")
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# Categorize alarms
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categorized_data = analyzer.categorize_alarms()
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print("Pairing events and calculating durations...")
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# Pair events and calculate durations
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paired_events = analyzer.pair_events_and_calculate_durations()
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print("Creating enhanced visualizations...")
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# Create visualizations with enhanced group and sensor name information
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analyzer.create_visualizations(save_plots=True, output_dir='plots')
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print("Visualizations created successfully!")
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print("Plots have been saved to the plots directory.")
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if __name__ == '__main__':
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main() |