Alert config

Makefile

@@ -1,6 +1,6 @@
 VPKG=dynatron.me/x/stillbox/internal/version
 VER!=git describe --tags --always --dirty
-BUILDDATE!=date '+%Y-%m-%e'
+BUILDDATE!=date '+%Y%m%d'
 LDFLAGS=-ldflags="-X '${VPKG}.Version=${VER}' -X '${VPKG}.Built=${BUILDDATE}'"
 
 all: checkcalls

internal/ruletime/ruletime.go

@@ -23,6 +23,15 @@ type coversOptions struct {
 
 type CoversOption func(*coversOptions)
 
+// Must is for testing.
+func Must(rt RuleTime, err error) RuleTime {
+	if err != nil {
+		panic(err)
+	}
+
+	return rt
+}
+
 // WithLocation makes Covers use the provided *time.Location
 func WithLocation(loc *time.Location) CoversOption {
 	return func(o *coversOptions) {
@@ -53,11 +62,7 @@ func (rt *RuleTime) Covers(t time.Time, opts ...CoversOption) bool {
 		}
 	}
 
-	if t.After(start) && t.Before(end) {
+	return t.After(start) && t.Before(end)
-		return true
-	}
-
-	return false
 }
 
 // CoversNow returns whether the RuleTime covers this instant.

internal/ruletime/ruletime_test.go

@@ -185,6 +185,18 @@ func TestCovers(t *testing.T) {
 			covers:   true,
 			opts:     []ruletime.CoversOption{ruletime.WithLocation(tz("America/Chicago"))},
 		},
+		{
+			name:     "normal",
+			timespec: "1:00+5h",
+			t:        tM("17:07:00"),
+			covers:   false,
+		},
+		{
+			name:     "normal",
+			timespec: "1:00+5h",
+			t:        tM("3:07:00"),
+			covers:   true,
+		},
 		{
 			name:     "24h duration",
 			timespec: "15:00+24h",

pkg/calls/alertconfig.go

@@ -0,0 +1,58 @@
+package calls
+
+import (
+	"encoding/json"
+	"time"
+
+	"dynatron.me/x/stillbox/internal/ruletime"
+	"dynatron.me/x/stillbox/internal/trending"
+)
+
+type AlertConfig map[Talkgroup][]AlertRule
+
+type AlertRule struct {
+	Times           []ruletime.RuleTime `json:"times"`
+	ScoreMultiplier float32             `json:"mult"`
+}
+
+func (ac AlertConfig) AddAlertConfig(tg Talkgroup, confBytes []byte) error {
+	if len(confBytes) == 0 {
+		return nil
+	}
+
+	var rules []AlertRule
+	err := json.Unmarshal(confBytes, &rules)
+	if err != nil {
+		return err
+	}
+
+	ac[tg] = rules
+	return nil
+}
+
+func (ac AlertConfig) ScaleScore(score trending.Score[Talkgroup], t time.Time, coversOpts ...ruletime.CoversOption) float64 {
+	s, has := ac[score.ID]
+	if !has {
+		return score.Score
+	}
+
+	final := score.Score
+
+	for _, ar := range s {
+		if ar.MatchTime(t, coversOpts...) {
+			final *= float64(ar.ScoreMultiplier)
+		}
+	}
+
+	return final
+}
+
+func (ar *AlertRule) MatchTime(t time.Time, coversOpts ...ruletime.CoversOption) bool {
+	for _, at := range ar.Times {
+		if at.Covers(t, coversOpts...) {
+			return true
+		}
+	}
+
+	return false
+}

pkg/calls/alertconfig_test.go

@@ -0,0 +1,141 @@
+package calls_test
+
+import (
+	"errors"
+	"math"
+	"testing"
+	"time"
+
+	"dynatron.me/x/stillbox/internal/ruletime"
+	"dynatron.me/x/stillbox/internal/trending"
+	"dynatron.me/x/stillbox/pkg/calls"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestAlertConfig(t *testing.T) {
+	ac := make(calls.AlertConfig)
+	parseTests := []struct {
+		name      string
+		tg        calls.Talkgroup
+		conf      string
+		compare   []calls.AlertRule
+		expectErr error
+	}{
+		{
+			name: "base case",
+			tg:   calls.TG(197, 3),
+			conf: `[{"times":["7:00+2h","01:00+1h","16:00+1h","19:00+4h"],"mult":0.2},{"times":["11:00+1h","15:00+30m","16:03+20m"],"mult":2.0}]`,
+			compare: []calls.AlertRule{
+				{
+					Times: []ruletime.RuleTime{
+						ruletime.Must(ruletime.New("7:00+2h")),
+						ruletime.Must(ruletime.New("1:00+1h")),
+						ruletime.Must(ruletime.New("16:00+1h")),
+						ruletime.Must(ruletime.New("19:00+4h")),
+					},
+					ScoreMultiplier: 0.2,
+				},
+				{
+					Times: []ruletime.RuleTime{
+						ruletime.Must(ruletime.New("11:00+1h")),
+						ruletime.Must(ruletime.New("15:00+30m")),
+						ruletime.Must(ruletime.New("16:03+20m")),
+					},
+					ScoreMultiplier: 2.0,
+				},
+			},
+		},
+		{
+			name:      "bad spec",
+			tg:        calls.TG(197, 3),
+			conf:      `[{"times":["26:00+2h","01:00+1h","19:00+4h"],"mult":0.2},{"times":["11:00+1h","15:00+30m"],"mult":2.0}]`,
+			expectErr: errors.New("'26:00+2h': invalid hours"),
+		},
+	}
+
+	for _, tc := range parseTests {
+		t.Run(tc.name, func(t *testing.T) {
+			err := ac.AddAlertConfig(tc.tg, []byte(tc.conf))
+			if tc.expectErr != nil {
+				require.Error(t, err)
+				assert.Contains(t, err.Error(), tc.expectErr.Error())
+			} else {
+				assert.Equal(t, tc.compare, ac[tc.tg])
+			}
+		})
+	}
+
+	tMust := func(s string) time.Time {
+		t, err := time.ParseInLocation("2006-01-02 15:04", "2024-11-02 "+s, time.Local)
+		if err != nil {
+			panic(err)
+		}
+
+		return t
+	}
+
+	evalTests := []struct {
+		name        string
+		tg          calls.Talkgroup
+		t           time.Time
+		origScore   float64
+		expectScore float64
+	}{
+		{
+			name:        "base eval",
+			tg:          calls.TG(197, 3),
+			t:           tMust("1:20"),
+			origScore:   3,
+			expectScore: 0.6,
+		},
+		{
+			name:        "base eval",
+			tg:          calls.TG(197, 3),
+			t:           tMust("23:03"),
+			origScore:   3,
+			expectScore: 3,
+		},
+		{
+			name:        "base eval",
+			tg:          calls.TG(197, 3),
+			t:           tMust("8:03"),
+			origScore:   1.0,
+			expectScore: 0.2,
+		},
+		{
+			name:        "base eval",
+			tg:          calls.TG(197, 3),
+			t:           tMust("15:15"),
+			origScore:   3.0,
+			expectScore: 6.0,
+		},
+		{
+			name:        "overlapping eval",
+			tg:          calls.TG(197, 3),
+			t:           tMust("16:10"),
+			origScore:   1.0,
+			expectScore: 0.4,
+		},
+	}
+
+	for _, tc := range evalTests {
+		t.Run(tc.name, func(t *testing.T) {
+			cs := trending.Score[calls.Talkgroup]{
+				ID:    tc.tg,
+				Score: tc.origScore,
+			}
+			assert.Equal(t, tc.expectScore, toFixed(ac.ScaleScore(cs, tc.t), 5))
+		})
+	}
+}
+
+func round(num float64) int {
+	return int(num + math.Copysign(0.5, num))
+}
+
+func toFixed(num float64, precision int) float64 {
+	output := math.Pow(10, float64(precision))
+	return float64(round(num*output)) / output
+}

pkg/calls/talkgroups.go

@@ -2,8 +2,17 @@ package calls
 
 import (
 	"context"
+	"fmt"
+	"sync"
+	"time"
 
 	"dynatron.me/x/stillbox/pkg/gordio/database"
+
+	"dynatron.me/x/stillbox/internal/ruletime"
+	"dynatron.me/x/stillbox/internal/trending"
+
+	"github.com/jackc/pgx/v5"
+	"github.com/rs/zerolog/log"
 )
 
 type Talkgroup struct {
@@ -27,6 +36,10 @@ func (t Talkgroup) Pack() int64 {
 	return int64((int64(t.System) << 32) | int64(t.Talkgroup))
 }
 
+func (t Talkgroup) String() string {
+	return fmt.Sprintf("%d:%d", t.System, t.Talkgroup)
+}
+
 func PackedTGs(tg []Talkgroup) []int64 {
 	s := make([]int64, len(tg))
 
@@ -38,41 +51,141 @@ func PackedTGs(tg []Talkgroup) []int64 {
 }
 
 type tgMap map[Talkgroup]database.GetTalkgroupWithLearnedByPackedIDsRow
-type TalkgroupCache struct {
+
+type TalkgroupCache interface {
+	TG(ctx context.Context, tg Talkgroup) (database.GetTalkgroupWithLearnedByPackedIDsRow, bool)
+	SystemName(ctx context.Context, id int) (string, bool)
+	ScaleScore(score trending.Score[Talkgroup], t time.Time, coversOpts ...ruletime.CoversOption) float64
+	Hint(ctx context.Context, tgs []Talkgroup) error
+	Load(ctx context.Context, tgs []int64) error
+	Invalidate()
+}
+
+func (t *talkgroupCache) Invalidate() {
+	t.Lock()
+	defer t.Unlock()
+	clear(t.tgs)
+	clear(t.systems)
+	clear(t.AlertConfig)
+}
+
+type talkgroupCache struct {
+	sync.RWMutex
+	AlertConfig
 	tgs     tgMap
 	systems map[int32]string
 }
 
-func NewTalkgroupCache(ctx context.Context, packedTgs []int64) (*TalkgroupCache, error) {
+func NewTalkgroupCache() TalkgroupCache {
-	tgc := &TalkgroupCache{
+	tgc := &talkgroupCache{
-		tgs:     make(tgMap),
+		tgs:         make(tgMap),
-		systems: make(map[int32]string),
+		systems:     make(map[int32]string),
+		AlertConfig: make(AlertConfig),
 	}
 
-	return tgc, tgc.LoadTGs(ctx, packedTgs)
+	return tgc
 }
 
-func (t *TalkgroupCache) LoadTGs(ctx context.Context, packedTgs []int64) error {
+func (t *talkgroupCache) Hint(ctx context.Context, tgs []Talkgroup) error {
-	tgRecords, err := database.FromCtx(ctx).GetTalkgroupWithLearnedByPackedIDs(ctx, packedTgs)
+	t.RLock()
+	var toLoad []int64
+	if len(t.tgs) > len(tgs)/2 { // TODO: instrument this
+		for _, tg := range tgs {
+			_, ok := t.tgs[tg]
+			if !ok {
+				toLoad = append(toLoad, tg.Pack())
+			}
+		}
+
+	} else {
+		toLoad = make([]int64, 0, len(tgs))
+		for _, g := range tgs {
+			toLoad = append(toLoad, g.Pack())
+		}
+	}
+
+	if len(toLoad) > 0 {
+		t.RUnlock()
+		return t.Load(ctx, toLoad)
+	}
+
+	t.RUnlock()
+	return nil
+}
+
+func (t *talkgroupCache) add(rec database.GetTalkgroupWithLearnedByPackedIDsRow) error {
+	tg := TG(rec.SystemID, rec.Tgid)
+	t.tgs[tg] = rec
+	t.systems[rec.SystemID] = rec.SystemName
+
+	return t.AlertConfig.AddAlertConfig(tg, rec.AlertConfig)
+}
+
+func (t *talkgroupCache) Load(ctx context.Context, tgs []int64) error {
+	tgRecords, err := database.FromCtx(ctx).GetTalkgroupWithLearnedByPackedIDs(ctx, tgs)
 	if err != nil {
 		return err
 	}
 
+	t.Lock()
+	defer t.Unlock()
+
 	for _, rec := range tgRecords {
-		t.tgs[TG(rec.SystemID, rec.Tgid)] = rec
+		err := t.add(rec)
-		t.systems[rec.SystemID] = rec.SystemName
+
+		if err != nil {
+			log.Error().Err(err).Msg("add alert config fail")
+		}
 	}
 
 	return nil
 }
 
-func (t *TalkgroupCache) TG(tg Talkgroup) (database.GetTalkgroupWithLearnedByPackedIDsRow, bool) {
+func (t *talkgroupCache) TG(ctx context.Context, tg Talkgroup) (database.GetTalkgroupWithLearnedByPackedIDsRow, bool) {
+	t.RLock()
 	rec, has := t.tgs[tg]
+	t.RUnlock()
 
-	return rec, has
+	if has {
+		return rec, has
+	}
+
+	recs, err := database.FromCtx(ctx).GetTalkgroupWithLearnedByPackedIDs(ctx, []int64{tg.Pack()})
+	switch err {
+	case nil:
+	case pgx.ErrNoRows:
+		return database.GetTalkgroupWithLearnedByPackedIDsRow{}, false
+	default:
+		log.Error().Err(err).Msg("TG() cache add db get")
+		return database.GetTalkgroupWithLearnedByPackedIDsRow{}, false
+	}
+
+	if len(recs) < 1 {
+		return database.GetTalkgroupWithLearnedByPackedIDsRow{}, false
+	}
+
+	t.Lock()
+	defer t.Unlock()
+	err = t.add(recs[0])
+	if err != nil {
+		log.Error().Err(err).Msg("TG() cache add")
+		return recs[0], false
+	}
+
+	return recs[0], true
 }
 
-func (t *TalkgroupCache) SystemName(id int) (string, bool) {
+func (t *talkgroupCache) SystemName(ctx context.Context, id int) (name string, has bool) {
 	n, has := t.systems[int32(id)]
+
+	if !has {
+		sys, err := database.FromCtx(ctx).GetSystemName(ctx, id)
+		if err != nil {
+			return "", false
+		}
+
+		return sys, true
+	}
+
 	return n, has
 }

pkg/gordio/alerting/alerting.go

@@ -53,6 +53,7 @@ type alerter struct {
 	alertCache map[cl.Talkgroup]Alert
 	renotify   time.Duration
 	notifier   notify.Notifier
+	tgCache    cl.TalkgroupCache
 }
 
 type offsetClock time.Duration
@@ -87,7 +88,7 @@ func WithNotifier(n notify.Notifier) AlertOption {
 }
 
 // New creates a new Alerter using the provided configuration.
-func New(cfg config.Alerting, opts ...AlertOption) Alerter {
+func New(cfg config.Alerting, tgCache cl.TalkgroupCache, opts ...AlertOption) Alerter {
 	if !cfg.Enable {
 		return &noopAlerter{}
 	}
@@ -97,6 +98,7 @@ func New(cfg config.Alerting, opts ...AlertOption) Alerter {
 		alertCache: make(map[cl.Talkgroup]Alert),
 		clock:      timeseries.DefaultClock,
 		renotify:   DefaultRenotify,
+		tgCache:    tgCache,
 	}
 
 	if cfg.Renotify != nil {
@@ -107,7 +109,7 @@ func New(cfg config.Alerting, opts ...AlertOption) Alerter {
 		opt(as)
 	}
 
-	as.scorer = trending.NewScorer[cl.Talkgroup](
+	as.scorer = trending.NewScorer(
 		trending.WithTimeSeries(as.newTimeSeries),
 		trending.WithStorageDuration[cl.Talkgroup](time.Hour*24*time.Duration(cfg.LookbackDays)),
 		trending.WithRecentDuration[cl.Talkgroup](time.Duration(cfg.Recent)),
@@ -154,29 +156,64 @@ const notificationTemplStr = `{{ range . -}}
 
 var notificationTemplate = template.Must(template.New("notification").Funcs(funcMap).Parse(notificationTemplStr))
 
+func (as *alerter) eval(ctx context.Context, now time.Time, testMode bool) ([]Alert, error) {
+	err := as.tgCache.Hint(ctx, as.scoredTGs())
+	if err != nil {
+		return nil, fmt.Errorf("prime TG cache: %w", err)
+	}
+
+	db := database.FromCtx(ctx)
+
+	var notifications []Alert
+	for _, s := range as.scores {
+		origScore := s.Score
+		tgr, has := as.tgCache.TG(ctx, s.ID)
+		if has {
+			if !tgr.Alert {
+				continue
+			}
+			s.Score *= float64(tgr.Weight)
+			s.Score = as.tgCache.ScaleScore(s, now)
+		}
+
+		if s.Score > as.cfg.AlertThreshold || testMode {
+			if old, inCache := as.alertCache[s.ID]; !inCache || now.Sub(old.Timestamp) > as.renotify {
+				a, err := as.makeAlert(ctx, s, origScore)
+				if err != nil {
+					return nil, fmt.Errorf("makeAlert: %w", err)
+				}
+
+				as.alertCache[s.ID] = a
+
+				if !testMode {
+					err = db.AddAlert(ctx, a.ToAddAlertParams())
+					if err != nil {
+						return nil, fmt.Errorf("addAlert: %w", err)
+					}
+				}
+
+				notifications = append(notifications, a)
+			}
+		}
+	}
+
+	return notifications, nil
+
+}
+
 func (as *alerter) testNotifyHandler(w http.ResponseWriter, r *http.Request) {
 	as.RLock()
 	defer as.RUnlock()
 	alerts := make([]Alert, 0, len(as.scores))
 	ctx := r.Context()
 
-	tgc, err := cl.NewTalkgroupCache(ctx, as.packedScoredTGs())
+	alerts, err := as.eval(ctx, time.Now(), true)
 	if err != nil {
-		log.Error().Err(err).Msg("test notificaiton tg cache")
+		log.Error().Err(err).Msg("test notification eval")
 		http.Error(w, err.Error(), http.StatusInternalServerError)
 		return
 	}
 
-	for _, s := range as.scores {
-		a, err := makeAlert(tgc, s)
-		if err != nil {
-			log.Error().Err(err).Msg("test notificaiton")
-			http.Error(w, err.Error(), http.StatusInternalServerError)
-			return
-		}
-		alerts = append(alerts, a)
-	}
-
 	err = as.sendNotification(ctx, alerts)
 	if err != nil {
 		log.Error().Err(err).Msg("test notification send")
@@ -187,14 +224,24 @@ func (as *alerter) testNotifyHandler(w http.ResponseWriter, r *http.Request) {
 	_, _ = w.Write([]byte("Sent"))
 }
 
-// packedScoredTGs gets a packed list of TG IDs for DB use.
+// scoredTGs gets a list of TGs.
-func (as *alerter) packedScoredTGs() []int64 {
+func (as *alerter) scoredTGs() []cl.Talkgroup {
-	packedTGs := make([]int64, 0, len(as.scores))
+	tgs := make([]cl.Talkgroup, 0, len(as.scores))
 	for _, s := range as.scores {
-		packedTGs = append(packedTGs, s.ID.Pack())
+		tgs = append(tgs, s.ID)
 	}
 
-	return packedTGs
+	return tgs
+}
+
+// packedScoredTGs gets a list of packed TGIDs.
+func (as *alerter) packedScoredTGs() []int64 {
+	tgs := make([]int64, 0, len(as.scores))
+	for _, s := range as.scores {
+		tgs = append(tgs, s.ID.Pack())
+	}
+
+	return tgs
 }
 
 // notify iterates the scores and sends out any necessary notifications
@@ -203,46 +250,14 @@ func (as *alerter) notify(ctx context.Context) error {
 		return nil
 	}
 
-	now := time.Now()
-
 	as.Lock()
 	defer as.Unlock()
 
-	tgc, err := cl.NewTalkgroupCache(ctx, as.packedScoredTGs())
+	notifications, err := as.eval(ctx, time.Now(), false)
 	if err != nil {
 		return err
 	}
 
-	db := database.FromCtx(ctx)
-
-	var notifications []Alert
-	for _, s := range as.scores {
-		tgr, has := tgc.TG(s.ID)
-		if has {
-			if !tgr.Alert {
-				continue
-			}
-			s.Score *= float64(tgr.Weight)
-		}
-		if s.Score > as.cfg.AlertThreshold {
-			if old, inCache := as.alertCache[s.ID]; !inCache || now.Sub(old.Timestamp) > as.renotify {
-				a, err := makeAlert(tgc, s)
-				if err != nil {
-					return err
-				}
-
-				as.alertCache[s.ID] = a
-
-				err = db.AddAlert(ctx, a.ToAddAlertParams())
-				if err != nil {
-					return err
-				}
-
-				notifications = append(notifications, a)
-			}
-		}
-	}
-
 	if len(notifications) > 0 {
 		return as.sendNotification(ctx, notifications)
 	}
@@ -255,17 +270,20 @@ type Alert struct {
 	Timestamp time.Time
 	TGName    string
 	Score     trending.Score[cl.Talkgroup]
+	OrigScore float64
 	Weight    float32
 }
 
 func (a *Alert) ToAddAlertParams() database.AddAlertParams {
 	f32score := float32(a.Score.Score)
+	f32origscore := float32(a.OrigScore)
 	return database.AddAlertParams{
-		ID:       a.ID,
+		ID:        a.ID,
-		Time:     pgtype.Timestamptz{Time: a.Timestamp, Valid: true},
+		Time:      pgtype.Timestamptz{Time: a.Timestamp, Valid: true},
-		PackedTg: a.Score.ID.Pack(),
+		PackedTg:  a.Score.ID.Pack(),
-		Weight:   &a.Weight,
+		Weight:    &a.Weight,
-		Score:    &f32score,
+		Score:     &f32score,
+		OrigScore: &f32origscore,
 	}
 }
 
@@ -285,15 +303,16 @@ func (as *alerter) sendNotification(ctx context.Context, n []Alert) error {
 
 // makeAlert creates a notification for later rendering by the template.
 // It takes a talkgroup Score as input.
-func makeAlert(tgs *cl.TalkgroupCache, score trending.Score[cl.Talkgroup]) (Alert, error) {
+func (as *alerter) makeAlert(ctx context.Context, score trending.Score[cl.Talkgroup], origScore float64) (Alert, error) {
 	d := Alert{
 		ID:        uuid.New(),
 		Score:     score,
 		Timestamp: time.Now(),
 		Weight:    1.0,
+		OrigScore: origScore,
 	}
 
-	tgRecord, has := tgs.TG(score.ID)
+	tgRecord, has := as.tgCache.TG(ctx, score.ID)
 	switch has {
 	case true:
 		d.Weight = tgRecord.Weight
@@ -307,7 +326,7 @@ func makeAlert(tgs *cl.TalkgroupCache, score trending.Score[cl.Talkgroup]) (Aler
 			d.TGName = fmt.Sprintf("%s:%d", tgRecord.SystemName, int(score.ID.Talkgroup))
 		}
 	case false:
-		system, has := tgs.SystemName(int(score.ID.System))
+		system, has := as.tgCache.SystemName(ctx, int(score.ID.System))
 		if has {
 			d.TGName = fmt.Sprintf("%s:%d", system, int(score.ID.Talkgroup))
 		} else {

pkg/gordio/alerting/simulate.go

@@ -58,10 +58,12 @@ func (s *Simulation) stepClock(t time.Time) {
 }
 
 // Simulate begins the simulation using the DB handle from ctx. It returns final scores.
-func (s *Simulation) Simulate(ctx context.Context) trending.Scores[cl.Talkgroup] {
+func (s *Simulation) Simulate(ctx context.Context) (trending.Scores[cl.Talkgroup], error) {
 	now := time.Now()
+	tgc := cl.NewTalkgroupCache()
+
 	s.Enable = true
-	s.alerter = New(s.Alerting, WithClock(&s.clock)).(*alerter)
+	s.alerter = New(s.Alerting, tgc, WithClock(&s.clock)).(*alerter)
 	if time.Time(s.ScoreEnd).IsZero() {
 		s.ScoreEnd = jsontime.Time(now)
 	}
@@ -79,7 +81,7 @@ func (s *Simulation) Simulate(ctx context.Context) trending.Scores[cl.Talkgroup]
 	// backfill from lookback start until score start
 	_, err := s.backfill(ctx, sinceLookback, time.Time(s.ScoreStart))
 	if err != nil {
-		log.Error().Err(err).Msg("simulate backfill")
+		return nil, fmt.Errorf("simulate backfill: %w", err)
 	}
 
 	// initial score
@@ -99,13 +101,13 @@ func (s *Simulation) Simulate(ctx context.Context) trending.Scores[cl.Talkgroup]
 	// backfill from scorestart until now. sim is enabled, so scoring will be done by stepClock()
 	_, err = s.backfill(ctx, time.Time(s.ScoreStart), scoreEnd)
 	if err != nil {
-		log.Error().Err(err).Msg("simulate backfill final")
+		return nil, fmt.Errorf("simulate backfill final: %w", err)
 	}
 
 	s.lastScore = scoreEnd
 	sort.Sort(s.scores)
 
-	return s.scores
+	return s.scores, nil
 }
 
 // simulateHandler is the POST endpoint handler.
@@ -136,6 +138,11 @@ func (as *alerter) simulateHandler(w http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	s.Simulate(ctx)
+	_, err = s.Simulate(ctx)
+	if err != nil {
+		err = fmt.Errorf("simulate: %w", err)
+		http.Error(w, err.Error(), http.StatusInternalServerError)
+		return
+	}
 	s.tgStatsHandler(w, r)
 }

pkg/gordio/database/calls.sql.go

@@ -13,7 +13,7 @@ import (
 )
 
 const addAlert = `-- name: AddAlert :exec
-INSERT INTO alerts (id, time, talkgroup, weight, score, metadata)
+INSERT INTO alerts (id, time, talkgroup, weight, score, orig_score, metadata)
 VALUES
 (
 	$1,
@@ -21,17 +21,19 @@ VALUES
 	$3,
 	$4,
 	$5,
-	$6
+	$6,
+	$7
 )
 `
 
 type AddAlertParams struct {
-	ID       uuid.UUID          `json:"id"`
+	ID        uuid.UUID          `json:"id"`
-	Time     pgtype.Timestamptz `json:"time"`
+	Time      pgtype.Timestamptz `json:"time"`
-	PackedTg int64              `json:"packed_tg"`
+	PackedTg  int64              `json:"packed_tg"`
-	Weight   *float32           `json:"weight"`
+	Weight    *float32           `json:"weight"`
-	Score    *float32           `json:"score"`
+	Score     *float32           `json:"score"`
-	Metadata []byte             `json:"metadata"`
+	OrigScore *float32           `json:"orig_score"`
+	Metadata  []byte             `json:"metadata"`
 }
 
 func (q *Queries) AddAlert(ctx context.Context, arg AddAlertParams) error {
@@ -41,6 +43,7 @@ func (q *Queries) AddAlert(ctx context.Context, arg AddAlertParams) error {
 		arg.PackedTg,
 		arg.Weight,
 		arg.Score,
+		arg.OrigScore,
 		arg.Metadata,
 	)
 	return err

pkg/gordio/database/models.go

@@ -19,6 +19,7 @@ type Alert struct {
 	Tgid      int32              `json:"tgid"`
 	Weight    *float32           `json:"weight"`
 	Score     *float32           `json:"score"`
+	OrigScore *float32           `json:"orig_score"`
 	Metadata  []byte             `json:"metadata"`
 }
 

pkg/gordio/server/server.go

@@ -6,6 +6,7 @@ import (
 	"os"
 	"time"
 
+	"dynatron.me/x/stillbox/pkg/calls"
 	"dynatron.me/x/stillbox/pkg/gordio/alerting"
 	"dynatron.me/x/stillbox/pkg/gordio/auth"
 	"dynatron.me/x/stillbox/pkg/gordio/config"
@@ -34,6 +35,7 @@ type Server struct {
 	alerter  alerting.Alerter
 	notifier notify.Notifier
 	hup      chan os.Signal
+	tgCache  calls.TalkgroupCache
 }
 
 func New(ctx context.Context, cfg *config.Config) (*Server, error) {
@@ -56,6 +58,8 @@ func New(ctx context.Context, cfg *config.Config) (*Server, error) {
 		return nil, err
 	}
 
+	tgCache := calls.NewTalkgroupCache()
+
 	srv := &Server{
 		auth:     authenticator,
 		conf:     cfg,
@@ -63,8 +67,9 @@ func New(ctx context.Context, cfg *config.Config) (*Server, error) {
 		r:        r,
 		nex:      nexus.New(),
 		logger:   logger,
-		alerter:  alerting.New(cfg.Alerting, alerting.WithNotifier(notifier)),
+		alerter:  alerting.New(cfg.Alerting, tgCache, alerting.WithNotifier(notifier)),
 		notifier: notifier,
+		tgCache:  tgCache,
 	}
 
 	srv.sinks.Register("database", sinks.NewDatabaseSink(srv.db), true)

sql/postgres/migrations/001_initial.up.sql

@@ -79,6 +79,7 @@ CREATE TABLE IF NOT EXISTS alerts(
 	tgid INT4 NOT NULL GENERATED ALWAYS AS (talkgroup & x'ffffffff'::BIGINT) STORED,
 	weight REAL,
 	score REAL,
+	orig_score REAL,
 	metadata JSONB
 );
 

sql/postgres/queries/calls.sql

@@ -24,7 +24,7 @@ RETURNING id;
 UPDATE calls SET transcript = $2 WHERE id = $1;
 
 -- name: AddAlert :exec
-INSERT INTO alerts (id, time, talkgroup, weight, score, metadata)
+INSERT INTO alerts (id, time, talkgroup, weight, score, orig_score, metadata)
 VALUES
 (
 	sqlc.arg(id),
@@ -32,6 +32,7 @@ VALUES
 	sqlc.arg(packed_tg),
 	sqlc.arg(weight),
 	sqlc.arg(score),
+	sqlc.arg(orig_score),
 	sqlc.arg(metadata)
 );