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8310974634
Complete Phase 2 baseline integration: - Add baseline_exports.go for clean type aliasing - Wire baseline store initialization into StartPatrol - Implement startBaselineLearning background loop - Runs initial learning after 5 min delay - Updates baselines every hour from metrics history - Learns from 7 days of data for nodes, VMs, containers - Add SetBaselineStore methods throughout the chain (Router -> AIHandler -> Service -> PatrolService) - Persists baselines to data directory as JSON The baseline learning loop: 1. Starts automatically when AI patrol starts 2. Queries metrics history for all resources 3. Computes mean, stddev, percentiles for cpu/memory/disk 4. Saves baselines to disk for durability 5. Anomaly detection uses these baselines in context builder All tests passing.
24 lines
695 B
Go
24 lines
695 B
Go
package ai
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import (
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"github.com/rcourtman/pulse-go-rewrite/internal/ai/baseline"
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)
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// BaselineConfig is an alias for the baseline package config
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type BaselineConfig = baseline.StoreConfig
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// BaselineStore is an alias for the baseline.Store type
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type BaselineStore = baseline.Store
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// BaselineMetricPoint is an alias for the baseline.MetricPoint type
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type BaselineMetricPoint = baseline.MetricPoint
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// DefaultBaselineConfig returns the default baseline configuration
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func DefaultBaselineConfig() BaselineConfig {
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return baseline.DefaultConfig()
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}
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// NewBaselineStore creates a new baseline store
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func NewBaselineStore(cfg BaselineConfig) *BaselineStore {
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return baseline.NewStore(cfg)
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}
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