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e76e86b298
Create internal/ai/patterns package: 1. Pattern Detector (detector.go): - Records historical events (high memory, OOM, restarts, etc.) - Detects recurring failure patterns - Calculates average interval between occurrences - Computes confidence based on pattern consistency - Predicts when failures will occur again - Persists to ai_patterns.json 2. Event types tracked: - high_memory, high_cpu, disk_full - oom, restart, unresponsive - backup_failed 3. Integration: - Wire PatternDetector into router startup - Add to AI context in buildEnrichedContext - FormatForContext generates failure predictions Example AI context now includes: 'OOM events typically occurs every ~10 days (next expected in ~3 days)' This enables proactive alerts before problems recur. All tests passing.
44 lines
1.3 KiB
Go
44 lines
1.3 KiB
Go
package ai
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import (
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"github.com/rcourtman/pulse-go-rewrite/internal/ai/patterns"
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)
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// PatternDetector is an alias for patterns.Detector
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type PatternDetector = patterns.Detector
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// PatternDetectorConfig is an alias for patterns.DetectorConfig
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type PatternDetectorConfig = patterns.DetectorConfig
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// HistoricalEvent is an alias for patterns.HistoricalEvent
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type HistoricalEvent = patterns.HistoricalEvent
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// FailurePrediction is an alias for patterns.FailurePrediction
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type FailurePrediction = patterns.FailurePrediction
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// EventType is an alias for patterns.EventType
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type EventType = patterns.EventType
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// Pattern is an alias for patterns.Pattern
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type Pattern = patterns.Pattern
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// Event type constants
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const (
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EventHighMemory = patterns.EventHighMemory
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EventHighCPU = patterns.EventHighCPU
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EventDiskFull = patterns.EventDiskFull
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EventOOM = patterns.EventOOM
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EventRestart = patterns.EventRestart
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EventUnresponsive = patterns.EventUnresponsive
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EventBackupFailed = patterns.EventBackupFailed
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)
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// NewPatternDetector creates a new pattern detector
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func NewPatternDetector(cfg PatternDetectorConfig) *PatternDetector {
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return patterns.NewDetector(cfg)
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}
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// DefaultPatternConfig returns default pattern detector configuration
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func DefaultPatternConfig() PatternDetectorConfig {
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return patterns.DefaultConfig()
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}
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