zavrsni-rad-otel-app/backend/analytics/internal/persistence/aw.go

package persistence

import (
	"context"
	"log/slog"

	"github.com/jackc/pgx/v5/pgxpool"
	"go.opentelemetry.io/otel/attribute"
	"go.opentelemetry.io/otel/metric"
	"go.opentelemetry.io/otel/trace"

	"otel-bi-analytics/internal/analytics"
)

func PersistForecast(ctx context.Context, pool *pgxpool.Pool, data []analytics.ForecastPoint, horizonDays int, source string) {
	ctx, span := persistTracer.Start(ctx, "persistence.aw.persist_forecast",
		trace.WithAttributes(
			attribute.Int("horizon_days", horizonDays),
			attribute.Int("point_count", len(data)),
		),
	)
	defer span.End()

	traceID, spanID := spanContext(span)
	_, err := pool.Exec(ctx,
		`INSERT INTO aw_sales_forecasts
		 (id, created_at, horizon_days, point_count, trigger_source, trace_id, span_id, payload)
		 VALUES ($1, NOW(), $2, $3, $4, $5, $6, $7::jsonb)`,
		newUUID(), horizonDays, len(data), source, traceID, spanID, mustJSON(data),
	)
	if err != nil {
		slog.Warn("failed to persist AW forecast", "err", err)
		span.RecordError(err)
		return
	}
	persistWritesTotal.Add(ctx, 1, metric.WithAttributes(attribute.String("entity", "aw_sales_forecast")))

	AppendAudit(ctx, pool, AuditEntry{
		Action: "forecast.generated", ActorType: actorType(source), ActorID: source,
		Domain: "aw", Service: "otel-bi-analytics", EntityType: "sales_forecast",
		Payload: map[string]any{"horizon_days": horizonDays, "point_count": len(data)},
	})
}

func PersistRepScores(ctx context.Context, pool *pgxpool.Pool, data []analytics.RepScore, topN int, source string) {
	ctx, span := persistTracer.Start(ctx, "persistence.aw.persist_rep_scores",
		trace.WithAttributes(attribute.Int("rep_count", len(data))),
	)
	defer span.End()

	traceID, spanID := spanContext(span)
	_, err := pool.Exec(ctx,
		`INSERT INTO aw_rep_scores
		 (id, computed_at, rep_count, trigger_source, trace_id, span_id, payload)
		 VALUES ($1, NOW(), $2, $3, $4, $5, $6::jsonb)`,
		newUUID(), len(data), source, traceID, spanID, mustJSON(data),
	)
	if err != nil {
		slog.Warn("failed to persist AW rep scores", "err", err)
		span.RecordError(err)
		return
	}
	persistWritesTotal.Add(ctx, 1, metric.WithAttributes(attribute.String("entity", "aw_rep_scores")))

	AppendAudit(ctx, pool, AuditEntry{
		Action: "scores.generated", ActorType: actorType(source), ActorID: source,
		Domain: "aw", Service: "otel-bi-analytics", EntityType: "rep_scores",
		Payload: map[string]any{"rep_count": len(data), "top_n": topN},
	})
}

func PersistProductDemand(ctx context.Context, pool *pgxpool.Pool, data []analytics.ProductDemand, topN int, source string) {
	ctx, span := persistTracer.Start(ctx, "persistence.aw.persist_product_demand",
		trace.WithAttributes(attribute.Int("product_count", len(data))),
	)
	defer span.End()

	traceID, spanID := spanContext(span)
	_, err := pool.Exec(ctx,
		`INSERT INTO aw_product_demand
		 (id, computed_at, product_count, top_n, trigger_source, trace_id, span_id, payload)
		 VALUES ($1, NOW(), $2, $3, $4, $5, $6, $7::jsonb)`,
		newUUID(), len(data), topN, source, traceID, spanID, mustJSON(data),
	)
	if err != nil {
		slog.Warn("failed to persist AW product demand", "err", err)
		span.RecordError(err)
		return
	}
	persistWritesTotal.Add(ctx, 1, metric.WithAttributes(attribute.String("entity", "aw_product_demand")))

	AppendAudit(ctx, pool, AuditEntry{
		Action: "scores.generated", ActorType: actorType(source), ActorID: source,
		Domain: "aw", Service: "otel-bi-analytics", EntityType: "product_demand",
		Payload: map[string]any{"product_count": len(data), "top_n": topN},
	})
}

func PersistAnomalyRun(ctx context.Context, pool *pgxpool.Pool, data []analytics.AnomalyPoint, source string) {
	ctx, span := persistTracer.Start(ctx, "persistence.aw.persist_anomaly_run")
	defer span.End()

	anomalyCount := 0
	for _, p := range data {
		if p.IsAnomaly {
			anomalyCount++
		}
	}
	span.SetAttributes(
		attribute.Int("series_points", len(data)),
		attribute.Int("anomaly_count", anomalyCount),
	)

	traceID, spanID := spanContext(span)
	_, err := pool.Exec(ctx,
		`INSERT INTO aw_anomaly_runs
		 (id, detected_at, anomaly_count, series_days, window_days, threshold_sigma, trigger_source, trace_id, span_id, payload)
		 VALUES ($1, NOW(), $2, 365, 30, 2.0, $3, $4, $5, $6::jsonb)`,
		newUUID(), anomalyCount, source, traceID, spanID, mustJSON(data),
	)
	if err != nil {
		slog.Warn("failed to persist AW anomaly run", "err", err)
		span.RecordError(err)
		return
	}
	persistWritesTotal.Add(ctx, 1, metric.WithAttributes(attribute.String("entity", "aw_anomaly_run")))

	AppendAudit(ctx, pool, AuditEntry{
		Action: "anomaly_detection.ran", ActorType: actorType(source), ActorID: source,
		Domain: "aw", Service: "otel-bi-analytics", EntityType: "anomaly_detection",
		Payload: map[string]any{"series_days": 365, "window_days": 30, "anomaly_count": anomalyCount},
	})
}

func actorType(source string) string {
	if len(source) >= 9 && source[:9] == "scheduler" {
		return "scheduler"
	}
	return "api"
}