Add talkgroup activity alerting #17
8 changed files with 107 additions and 48 deletions
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@ -24,3 +24,8 @@ rateLimit:
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enable: true
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requests: 200
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over: 2m
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alerting:
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enable: true
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lookbackDays: 7
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halfLife: 30m
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recent: 2h
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@ -22,7 +22,7 @@ func newItem[K comparable](id K, options *options[K]) *item[K] {
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defaultHourlyCount := float64(options.baseCount) * float64(options.storageDuration/time.Hour)
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defaultExpectation := float64(options.baseCount) / float64(time.Hour/options.recentDuration)
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return &item[K]{
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eventSeries: options.creator(id, options.clock),
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eventSeries: options.creator(id),
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maxSeries: options.slidingWindowCreator(id),
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options: options,
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@ -118,9 +118,9 @@ type TimeSeries interface {
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Range(start, end time.Time) (float64, error)
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}
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type TimeSeriesCreator[K comparable] func(K, timeseries.Clock) TimeSeries
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type TimeSeriesCreator[K comparable] func(K) TimeSeries
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func NewMemoryTimeSeries[K comparable](id K, clock timeseries.Clock) TimeSeries {
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func NewMemoryTimeSeries[K comparable](id K) TimeSeries {
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ts, _ := timeseries.NewTimeSeries(timeseries.WithGranularities(
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[]timeseries.Granularity{
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{Granularity: time.Second, Count: 60},
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@ -128,7 +128,7 @@ func NewMemoryTimeSeries[K comparable](id K, clock timeseries.Clock) TimeSeries
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{Granularity: time.Hour, Count: 24},
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{Granularity: time.Hour * 24, Count: 7},
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},
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), timeseries.WithClock(clock))
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))
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return ts
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}
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@ -7,7 +7,9 @@ import (
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"time"
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cl "dynatron.me/x/stillbox/pkg/calls"
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"dynatron.me/x/stillbox/pkg/gordio/config"
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"dynatron.me/x/stillbox/pkg/gordio/database"
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"dynatron.me/x/stillbox/pkg/gordio/sinks"
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"dynatron.me/x/stillbox/internal/timeseries"
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"dynatron.me/x/stillbox/internal/trending"
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@ -16,49 +18,85 @@ import (
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)
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const (
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StorageLookbackDays = 7
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HalfLife = 30 * time.Minute
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RecentDuration = 2 * time.Hour
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ScoreThreshold = -1
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CountThreshold = 1.0
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AlerterTickInterval = time.Minute
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alerterTickInterval = time.Minute
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)
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type Alerter struct {
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type Alerter interface {
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sinks.Sink
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Enabled() bool
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Go(context.Context)
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stats
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}
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type alerter struct {
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sync.RWMutex
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clock timeseries.Clock
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cfg config.Alerting
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scorer trending.Scorer[cl.Talkgroup]
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scores trending.Scores[cl.Talkgroup]
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lastScore time.Time
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}
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type myClock struct {
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offset time.Duration
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type noopAlerter struct{}
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type offsetClock time.Duration
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func (c *offsetClock) Now() time.Time {
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return time.Now().Add(c.Duration())
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}
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func (c *myClock) Now() time.Time {
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return time.Now().Add(c.offset)
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func (c *offsetClock) Duration() time.Duration {
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return time.Duration(*c)
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}
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func New() *Alerter {
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as := &Alerter{
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scorer: trending.NewScorer[cl.Talkgroup](
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trending.WithTimeSeries(newTimeSeries),
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trending.WithStorageDuration[cl.Talkgroup](StorageLookbackDays*24*time.Hour),
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trending.WithRecentDuration[cl.Talkgroup](RecentDuration),
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trending.WithHalfLife[cl.Talkgroup](HalfLife),
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trending.WithScoreThreshold[cl.Talkgroup](ScoreThreshold),
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trending.WithCountThreshold[cl.Talkgroup](CountThreshold),
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),
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func OffsetClock(d time.Duration) offsetClock {
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return offsetClock(d)
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}
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type AlertOption func(*alerter)
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func WithClock(clock timeseries.Clock) AlertOption {
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return func(as *alerter) {
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as.clock = clock
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}
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}
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func New(cfg config.Alerting, opts ...AlertOption) Alerter {
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if !cfg.Enable {
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return &noopAlerter{}
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}
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as := &alerter{
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cfg: cfg,
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clock: timeseries.DefaultClock,
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}
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for _, opt := range opts {
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opt(as)
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}
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as.scorer = trending.NewScorer[cl.Talkgroup](
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trending.WithTimeSeries(as.newTimeSeries),
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trending.WithStorageDuration[cl.Talkgroup](time.Hour*24*time.Duration(cfg.LookbackDays)),
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trending.WithRecentDuration[cl.Talkgroup](cfg.Recent),
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trending.WithHalfLife[cl.Talkgroup](cfg.HalfLife),
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trending.WithScoreThreshold[cl.Talkgroup](ScoreThreshold),
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trending.WithCountThreshold[cl.Talkgroup](CountThreshold),
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trending.WithClock[cl.Talkgroup](as.clock),
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)
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return as
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}
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func (as *Alerter) Go(ctx context.Context) {
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func (as *alerter) Go(ctx context.Context) {
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as.startBackfill(ctx)
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as.score(ctx, time.Now())
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ticker := time.NewTicker(AlerterTickInterval)
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ticker := time.NewTicker(alerterTickInterval)
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for {
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select {
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@ -72,21 +110,21 @@ func (as *Alerter) Go(ctx context.Context) {
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}
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func newTimeSeries(id cl.Talkgroup, clock timeseries.Clock) trending.TimeSeries {
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func (as *alerter) newTimeSeries(id cl.Talkgroup) trending.TimeSeries {
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ts, _ := timeseries.NewTimeSeries(timeseries.WithGranularities(
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[]timeseries.Granularity{
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{Granularity: time.Second, Count: 60},
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{Granularity: time.Minute, Count: 10},
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{Granularity: time.Hour, Count: 24},
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{Granularity: time.Hour * 24, Count: StorageLookbackDays},
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{Granularity: time.Hour * 24, Count: int(as.cfg.LookbackDays)},
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},
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), timeseries.WithClock(clock))
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), timeseries.WithClock(as.clock))
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return ts
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}
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func (as *Alerter) startBackfill(ctx context.Context) {
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func (as *alerter) startBackfill(ctx context.Context) {
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now := time.Now()
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since := now.Add(StorageLookbackDays * -24 * time.Hour)
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since := now.Add(-24 * time.Hour * time.Duration(as.cfg.LookbackDays))
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log.Debug().Time("since", since).Msg("starting stats backfill")
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count, err := as.backfill(ctx, since)
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if err != nil {
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@ -96,7 +134,7 @@ func (as *Alerter) startBackfill(ctx context.Context) {
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log.Debug().Int("count", count).Str("in", time.Now().Sub(now).String()).Int("len", as.scorer.Score().Len()).Msg("backfill finished")
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}
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func (as *Alerter) score(ctx context.Context, now time.Time) {
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func (as *alerter) score(ctx context.Context, now time.Time) {
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as.Lock()
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defer as.Unlock()
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@ -105,7 +143,7 @@ func (as *Alerter) score(ctx context.Context, now time.Time) {
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sort.Sort(as.scores)
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}
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func (as *Alerter) backfill(ctx context.Context, since time.Time) (count int, err error) {
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func (as *alerter) backfill(ctx context.Context, since time.Time) (count int, err error) {
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db := database.FromCtx(ctx)
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const backfillStatsQuery = `SELECT system, talkgroup, call_date FROM calls WHERE call_date > $1 AND call_date < $2`
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@ -135,14 +173,21 @@ func (as *Alerter) backfill(ctx context.Context, since time.Time) (count int, er
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return count, nil
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}
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func (as *Alerter) SinkType() string {
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func (as *alerter) SinkType() string {
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return "alerting"
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}
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func (as *Alerter) Call(ctx context.Context, call *cl.Call) error {
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func (as *alerter) Call(ctx context.Context, call *cl.Call) error {
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as.Lock()
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defer as.Unlock()
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as.scorer.AddEvent(call.TalkgroupTuple(), call.DateTime)
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return nil
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}
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func (*alerter) Enabled() bool { return true }
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func (*noopAlerter) SinkType() string { return "noopAlerter" }
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func (*noopAlerter) Call(_ context.Context, _ *cl.Call) error { return nil }
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func (*noopAlerter) Go(_ context.Context) {}
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func (*noopAlerter) Enabled() bool { return false }
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@ -19,6 +19,10 @@ import (
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//go:embed stats.html
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var statsTemplateFile string
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type stats interface {
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PrivateRoutes(chi.Router)
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}
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var (
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funcMap = template.FuncMap{
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"f": func(v float64) string {
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@ -28,11 +32,13 @@ var (
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statTmpl = template.Must(template.New("stats").Funcs(funcMap).Parse(statsTemplateFile))
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)
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func (as *Alerter) PrivateRoutes(r chi.Router) {
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func (as *alerter) PrivateRoutes(r chi.Router) {
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r.Get("/tgstats", as.tgStats)
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}
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func (as *Alerter) tgStats(w http.ResponseWriter, r *http.Request) {
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func (as *noopAlerter) PrivateRoutes(r chi.Router) {}
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func (as *alerter) tgStats(w http.ResponseWriter, r *http.Request) {
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ctx := r.Context()
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db := database.FromCtx(ctx)
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@ -14,6 +14,7 @@ type Config struct {
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DB DB `yaml:"db"`
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CORS CORS `yaml:"cors"`
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Auth Auth `yaml:"auth"`
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Alerting Alerting `yaml:"alerting"`
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Log []Logger `yaml:"log"`
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Listen string `yaml:"listen"`
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Public bool `yaml:"public"`
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@ -49,6 +50,13 @@ type RateLimit struct {
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verifyError sync.Once
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}
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type Alerting struct {
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Enable bool `yaml:"enable"`
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LookbackDays uint `yaml:"lookbackDays"`
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HalfLife time.Duration `yaml:"halfLife"`
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Recent time.Duration `yaml:"recent"`
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}
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func (rl *RateLimit) Verify() bool {
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if rl.Enable {
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if rl.Requests > 0 && rl.Over > 0 {
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@ -30,7 +30,7 @@ type Server struct {
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sinks sinks.Sinks
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nex *nexus.Nexus
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logger *Logger
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alerter *alerting.Alerter
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alerter alerting.Alerter
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hup chan os.Signal
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}
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@ -56,12 +56,16 @@ func New(ctx context.Context, cfg *config.Config) (*Server, error) {
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r: r,
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nex: nexus.New(),
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logger: logger,
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alerter: alerting.New(),
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alerter: alerting.New(cfg.Alerting),
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}
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srv.sinks.Register("database", sinks.NewDatabaseSink(srv.db), true)
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srv.sinks.Register("nexus", sinks.NewNexusSink(srv.nex), false)
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srv.sinks.Register("alerting", sinks.NewAlerterSink(srv.alerter), false)
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if srv.alerter.Enabled() {
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srv.sinks.Register("alerting", srv.alerter, false)
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}
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srv.sources.Register("rdio-http", sources.NewRdioHTTP(authenticator, srv))
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r.Use(middleware.RequestID)
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@ -1,9 +0,0 @@
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package sinks
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import (
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"dynatron.me/x/stillbox/pkg/gordio/alerting"
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)
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func NewAlerterSink(a *alerting.Alerter) *alerting.Alerter {
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return a
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}
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