andy
f08a1a9bf5
Python project for analyzing alarm data from building monitoring systems. Includes alarm analyzer, plotting, tests, and source data files.
66 lines
2.4 KiB
Python
66 lines
2.4 KiB
Python
#!/usr/bin/env python
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# Script to show the enhanced analysis results
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import pandas as pd
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import os
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def show_results():
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print("=== ENHANCED ALARM ANALYSIS RESULTS ===")
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print()
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# Check that output directory exists and show files
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if os.path.exists('output'):
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print("Output files created:")
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for file in sorted(os.listdir('output')):
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print(f" - {file}")
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print()
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else:
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print("Output directory not found!")
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return
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# Show sample from paired_alarm_events.csv
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try:
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print("Sample from paired_alarm_events.csv (first 5 rows with sensor names and groups):")
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paired_df = pd.read_csv('output/paired_alarm_events.csv')
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print(paired_df[['Sensor_Id', 'Sensor_Name', 'Sensor_Group', 'Alarm_Type', 'Duration_Minutes']].head())
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print()
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except Exception as e:
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print(f"Could not read paired_alarm_events.csv: {e}")
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# Show top groups by alarm count
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try:
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print("Top groups by alarm count:")
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groups_count_df = pd.read_csv('output/top_groups_by_alarm_count.csv')
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print(groups_count_df.head(10))
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print()
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except Exception as e:
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print(f"Could not read top_groups_by_alarm_count.csv: {e}")
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# Show sample of group statistics
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try:
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print("Sample of group statistics (top 10 by alarm count):")
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group_stats_df = pd.read_csv('output/group_statistics.csv')
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print(group_stats_df[['Sensor_Group', 'Total_Alarm_Count', 'Avg_Duration', 'Total_Severity_Score']].head(10))
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print()
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except Exception as e:
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print(f"Could not read group_statistics.csv: {e}")
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# Show top sensors by alarm count to compare
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try:
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print("Top sensors by alarm count (with names):")
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sensors_count_df = pd.read_csv('output/top_sensors_by_alarm_count.csv')
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print(sensors_count_df.head(10))
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print()
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except Exception as e:
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print(f"Could not read top_sensors_by_alarm_count.csv: {e}")
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print("Analysis completed successfully with enhanced group and sensor name information!")
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print()
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print("Key enhancements:")
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print("- Sensor IDs now replaced with meaningful sensor names")
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print("- Groups properly mapped using hierarchical structure processing")
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print("- Group-based analysis now available throughout the system")
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print("- All output files contain enhanced sensor name and group information")
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if __name__ == "__main__":
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show_results() |