feat: port 11 LEM data management commands into core ml
Ports all remaining LEM pipeline commands from pkg/lem into core ml,
eliminating the standalone LEM CLI dependency. Each command is split
into reusable business logic (pkg/ml/) and a thin cobra wrapper
(internal/cmd/ml/).
New commands: query, inventory, metrics, ingest, normalize, seed-influx,
consolidate, import-all, approve, publish, coverage.
Adds Path(), Exec(), QueryRowScan() convenience methods to DB type.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-16 04:02:28 +00:00
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package ml
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import (
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"fmt"
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"os"
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2026-02-16 14:24:37 +00:00
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"forge.lthn.ai/core/go/pkg/cli"
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2026-02-17 19:19:40 +00:00
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"forge.lthn.ai/core/go-ai/ml"
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feat: port 11 LEM data management commands into core ml
Ports all remaining LEM pipeline commands from pkg/lem into core ml,
eliminating the standalone LEM CLI dependency. Each command is split
into reusable business logic (pkg/ml/) and a thin cobra wrapper
(internal/cmd/ml/).
New commands: query, inventory, metrics, ingest, normalize, seed-influx,
consolidate, import-all, approve, publish, coverage.
Adds Path(), Exec(), QueryRowScan() convenience methods to DB type.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-16 04:02:28 +00:00
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)
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var metricsCmd = &cli.Command{
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Use: "metrics",
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Short: "Push golden set stats to InfluxDB",
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Long: "Queries golden_set stats from DuckDB and pushes summary, per-domain, and per-voice metrics to InfluxDB.",
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RunE: runMetrics,
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}
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func runMetrics(cmd *cli.Command, args []string) error {
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path := dbPath
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if path == "" {
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path = os.Getenv("LEM_DB")
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}
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if path == "" {
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return fmt.Errorf("--db or LEM_DB required")
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}
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db, err := ml.OpenDB(path)
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if err != nil {
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return fmt.Errorf("open db: %w", err)
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}
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defer db.Close()
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influx := ml.NewInfluxClient(influxURL, influxDB)
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return ml.PushMetrics(db, influx, os.Stdout)
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}
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