36 lines
1.2 KiB
Python
36 lines
1.2 KiB
Python
"""
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Training Progress Constants
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Centralized constants for training progress tracking and timing
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"""
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# Progress Milestones (percentage)
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PROGRESS_STARTED = 0
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PROGRESS_DATA_VALIDATION = 10
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PROGRESS_DATA_ANALYSIS = 20
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PROGRESS_DATA_PREPARATION_COMPLETE = 30
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PROGRESS_ML_TRAINING_START = 40
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PROGRESS_TRAINING_COMPLETE = 85
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PROGRESS_STORING_MODELS = 92
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PROGRESS_STORING_METRICS = 94
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PROGRESS_COMPLETED = 100
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# Progress Ranges
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PROGRESS_TRAINING_RANGE_START = 20 # After data analysis
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PROGRESS_TRAINING_RANGE_END = 80 # Before finalization
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PROGRESS_TRAINING_RANGE_WIDTH = PROGRESS_TRAINING_RANGE_END - PROGRESS_TRAINING_RANGE_START # 60%
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# Time Limits and Intervals (seconds)
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MAX_ESTIMATED_TIME_REMAINING_SECONDS = 1800 # 30 minutes
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WEBSOCKET_HEARTBEAT_INTERVAL_SECONDS = 30
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WEBSOCKET_RECONNECT_MAX_ATTEMPTS = 3
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WEBSOCKET_RECONNECT_INITIAL_DELAY_SECONDS = 1
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WEBSOCKET_RECONNECT_MAX_DELAY_SECONDS = 10
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# Training Timeouts (seconds)
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TRAINING_SKIP_OPTION_DELAY_SECONDS = 120 # 2 minutes
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HTTP_POLLING_INTERVAL_MS = 5000 # 5 seconds
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HTTP_POLLING_DEBOUNCE_MS = 5000 # 5 seconds before enabling after WebSocket disconnect
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# Frontend Display
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TRAINING_COMPLETION_DELAY_MS = 2000 # Delay before navigating after completion
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