Record generation attempts and retry delays
This commit is contained in:
@@ -12,6 +12,7 @@ import (
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"gitea.maximumdirect.net/eric/promptkit/internal/capacity"
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"gitea.maximumdirect.net/eric/promptkit/internal/domain"
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"gitea.maximumdirect.net/eric/promptkit/internal/llm"
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"gitea.maximumdirect.net/eric/promptkit/internal/observation"
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)
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const (
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@@ -80,15 +81,30 @@ func (c *Coordinator) Generate(ctx context.Context, req domain.GenerateRequest)
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}
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var attempts, retriesUsed uint64
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recorder := observation.FromContext(ctx)
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generation := req.Generation
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if generation == 0 {
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generation = 1
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}
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for {
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if err := ctx.Err(); err != nil {
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return nil, err
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}
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outcome, dispatched := c.execute(ctx, req.Target.BackendID, prepared)
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ordinal := attempts + 1
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outcome, dispatched, capacityWait, generationDuration := c.execute(ctx, req.Target.BackendID, prepared)
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if dispatched {
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attempts++
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}
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if recorder != nil {
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recorder.Attempt(observation.AttemptData{Generation: generation, Attempt: ordinal,
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Dispatched: dispatched, CapacityWait: capacityWait, GenerationDuration: generationDuration,
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Outcome: attemptOutcome(outcome.Err), Failure: attemptFailure(outcome.Err),
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StatusCode: outcome.StatusCode, Usage: outcome.Usage, UsagePresence: outcome.UsagePresence})
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}
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if outcome.Err == nil {
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if err := ctx.Err(); err != nil {
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return nil, err
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}
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return outcome.Response, nil
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}
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if !dispatched || !eligibleStatus(outcome) {
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@@ -105,8 +121,14 @@ func (c *Coordinator) Generate(ctx context.Context, req domain.GenerateRequest)
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}
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retryOrdinal := retriesUsed + 1
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delay := retryDelay(c.backoff(retryOrdinal), outcome.RetryNotBefore, c.now())
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if err := c.wait(ctx, delay); err != nil {
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return nil, err
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waitStart := c.now()
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waitErr := c.wait(ctx, delay)
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if recorder != nil {
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recorder.Delay(observation.DelayData{Generation: generation, Attempt: attempts,
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Elapsed: elapsed(waitStart, c.now()), Failure: attemptFailure(waitErr)})
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}
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if waitErr != nil {
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return nil, waitErr
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}
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if err := ctx.Err(); err != nil {
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return nil, err
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@@ -116,27 +138,113 @@ func (c *Coordinator) Generate(ctx context.Context, req domain.GenerateRequest)
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}
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func (c *Coordinator) generateInjected(ctx context.Context, req domain.GenerateRequest) (*domain.GenerateResponse, error) {
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recorder := observation.FromContext(ctx)
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generation := req.Generation
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if generation == 0 {
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generation = 1
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}
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start := c.now()
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release, err := c.manager.Acquire(ctx, req.Target.BackendID)
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capacityWait := c.capacityWait(req.Target.BackendID, start)
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if err != nil {
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if recorder != nil {
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recorder.Attempt(observation.AttemptData{Generation: generation, Attempt: 1, CapacityWait: capacityWait, Outcome: domain.ExecutionOutcomeError, Failure: attemptFailure(err)})
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}
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return nil, err
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}
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defer release()
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if err := ctx.Err(); err != nil {
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release()
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if recorder != nil {
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recorder.Attempt(observation.AttemptData{Generation: generation, Attempt: 1, CapacityWait: capacityWait, Outcome: domain.ExecutionOutcomeError, Failure: attemptFailure(err)})
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}
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return nil, err
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}
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return c.injected.Generate(ctx, req)
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dispatchStart := c.now()
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response, err := c.injected.Generate(ctx, req)
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duration := elapsed(dispatchStart, c.now())
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if err == nil && response == nil {
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err = llm.ErrMalformedResponse
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}
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release()
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if recorder != nil {
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data := observation.AttemptData{Generation: generation, Attempt: 1, Dispatched: true, CapacityWait: capacityWait, GenerationDuration: duration,
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Outcome: attemptOutcome(err), Failure: attemptFailure(err)}
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if err == nil {
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data.Usage = response.Usage
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data.UsagePresence = response.UsagePresence
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}
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recorder.Attempt(data)
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}
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if err != nil {
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return nil, err
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}
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if err := ctx.Err(); err != nil {
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return nil, err
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}
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return response, nil
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}
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func (c *Coordinator) execute(ctx context.Context, backendID string, prepared *llm.PreparedGeneration) (outcome llm.AttemptOutcome, dispatched bool) {
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func (c *Coordinator) execute(ctx context.Context, backendID string, prepared *llm.PreparedGeneration) (outcome llm.AttemptOutcome, dispatched bool, capacityWait, generationDuration time.Duration) {
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start := c.now()
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release, err := c.manager.Acquire(ctx, backendID)
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capacityWait = c.capacityWait(backendID, start)
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if err != nil {
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return llm.AttemptOutcome{Err: err}, false
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return llm.AttemptOutcome{Err: err}, false, capacityWait, 0
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}
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defer release()
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if err := ctx.Err(); err != nil {
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return llm.AttemptOutcome{Err: err}, false
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return llm.AttemptOutcome{Err: err}, false, capacityWait, 0
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}
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return prepared.Execute(ctx), true
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dispatchStart := c.now()
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outcome = prepared.Execute(ctx)
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return outcome, true, capacityWait, elapsed(dispatchStart, c.now())
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}
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func (c *Coordinator) capacityWait(backendID string, start time.Time) time.Duration {
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if !c.manager.Limited(backendID) {
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return 0
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}
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return elapsed(start, c.now())
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}
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func elapsed(start, end time.Time) time.Duration {
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if d := end.Sub(start); d > 0 {
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return d
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}
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return 0
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}
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func attemptOutcome(err error) domain.ExecutionOutcome {
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if err == nil {
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return domain.ExecutionOutcomeSuccess
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}
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return domain.ExecutionOutcomeError
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}
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func attemptFailure(err error) domain.ExecutionFailureKind {
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if err == nil {
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return domain.ExecutionFailureNone
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}
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if errors.Is(err, context.Canceled) {
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return domain.ExecutionFailureCanceled
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}
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if errors.Is(err, context.DeadlineExceeded) {
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return domain.ExecutionFailureDeadline
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}
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if errors.Is(err, llm.ErrUnexpectedStatus) {
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return domain.ExecutionFailureProviderStatus
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}
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if errors.Is(err, llm.ErrTransport) {
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return domain.ExecutionFailureTransport
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}
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if errors.Is(err, llm.ErrMalformedResponse) {
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return domain.ExecutionFailureMalformedResponse
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}
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if errors.Is(err, llm.ErrInvalidRequest) {
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return domain.ExecutionFailureInvalidRequest
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}
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return domain.ExecutionFailureGeneration
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}
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func eligibleStatus(outcome llm.AttemptOutcome) bool {
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201
internal/generation/observation_test.go
Normal file
201
internal/generation/observation_test.go
Normal file
@@ -0,0 +1,201 @@
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package generation
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import (
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"context"
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"errors"
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"net/http"
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"testing"
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"time"
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"gitea.maximumdirect.net/eric/promptkit/internal/capacity"
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"gitea.maximumdirect.net/eric/promptkit/internal/domain"
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"gitea.maximumdirect.net/eric/promptkit/internal/observation"
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)
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func recordEvents(t *testing.T, ctx context.Context, events *[]domain.ExecutionEvent) context.Context {
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t.Helper()
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recorder, err := observation.New(func(event domain.ExecutionEvent) { *events = append(*events, event) })
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if err != nil {
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t.Fatal(err)
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}
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return observation.WithRecorder(ctx, recorder)
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}
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func TestObservedRetryAndExhaustion(t *testing.T) {
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for _, status := range []int{200, 503} {
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calls := 0
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coordinator := testCoordinator(t, func(*http.Request) (*http.Response, error) {
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calls++
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if calls == 1 || status == 503 {
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return response(503, `{"error":{}}`), nil
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}
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return response(200, `{"choices":[{"message":{"content":"ok"}}],"usage":{"prompt_tokens":0,"completion_tokens":2}}`), nil
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})
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var events []domain.ExecutionEvent
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ctx := recordEvents(t, context.Background(), &events)
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_, err := coordinator.Generate(ctx, testRequest(1))
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if status == 200 && err != nil {
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t.Fatal(err)
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}
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if status == 503 {
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var exhausted *ExhaustedError
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if !errors.As(err, &exhausted) {
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t.Fatalf("error=%v", err)
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}
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}
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if len(events) != 3 || events[0].Kind != domain.ExecutionAttempt || events[1].Kind != domain.ExecutionRetryDelay || events[2].Kind != domain.ExecutionAttempt {
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t.Fatalf("events=%+v", events)
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}
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if events[0].Attempt != 1 || events[1].Attempt != 1 || events[2].Attempt != 2 || !events[0].Dispatched || !events[2].Dispatched {
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t.Fatalf("indexes=%+v", events)
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}
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if events[0].Failure != domain.ExecutionFailureProviderStatus || events[1].RetryDelay < 0 {
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t.Fatalf("first=%+v delay=%+v", events[0], events[1])
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}
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if status == 200 && (!events[2].Usage.PromptTokens.Known || events[2].Usage.PromptTokens.Value != 0 || events[2].Usage.TotalTokens.Known) {
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t.Fatalf("usage=%+v", events[2].Usage)
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}
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}
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}
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func TestObservedInterruptedWaitAndCanceledCapacity(t *testing.T) {
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coordinator := testCoordinator(t, func(*http.Request) (*http.Response, error) { return response(503, `{"error":{}}`), nil })
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ctx, cancel := context.WithCancel(context.Background())
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var events []domain.ExecutionEvent
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ctx = recordEvents(t, ctx, &events)
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coordinator.wait = func(ctx context.Context, _ time.Duration) error { cancel(); return ctx.Err() }
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_, err := coordinator.Generate(ctx, testRequest(1))
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if !errors.Is(err, context.Canceled) || len(events) != 2 || events[1].Kind != domain.ExecutionRetryDelay || events[1].Failure != domain.ExecutionFailureCanceled {
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t.Fatalf("error=%v events=%+v", err, events)
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}
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coordinator = testCoordinator(t, func(*http.Request) (*http.Response, error) { t.Fatal("unexpected dispatch"); return nil, nil })
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release, err := coordinator.manager.Acquire(context.Background(), "limited")
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if err != nil {
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t.Fatal(err)
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}
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defer release()
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ctx, cancel = context.WithCancel(context.Background())
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events = nil
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ctx = recordEvents(t, ctx, &events)
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entered := make(chan struct{})
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ctx = ¬ifyingContext{Context: ctx, entered: entered}
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done := make(chan error, 1)
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go func() { _, err := coordinator.Generate(ctx, testRequest(0)); done <- err }()
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<-entered
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cancel()
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if err := <-done; !errors.Is(err, context.Canceled) {
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t.Fatalf("error=%v", err)
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}
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if len(events) != 1 || events[0].Dispatched || events[0].Failure != domain.ExecutionFailureCanceled {
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t.Fatalf("events=%+v", events)
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}
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}
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type notifyingContext struct {
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context.Context
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entered chan struct{}
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}
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func (c *notifyingContext) Done() <-chan struct{} {
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select {
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case <-c.entered:
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default:
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close(c.entered)
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}
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return c.Context.Done()
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}
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func TestObservedCallbackReleasesPermitAndCanCancelRetry(t *testing.T) {
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coordinator := testCoordinator(t, func(*http.Request) (*http.Response, error) { return response(503, `{"error":{}}`), nil })
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ctx, cancel := context.WithCancel(context.Background())
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defer cancel()
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var events []domain.ExecutionEvent
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recorder, err := observation.New(func(event domain.ExecutionEvent) {
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events = append(events, event)
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if event.Kind != domain.ExecutionAttempt {
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return
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}
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permitCtx, stop := context.WithTimeout(context.Background(), time.Second)
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defer stop()
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release, err := coordinator.manager.Acquire(permitCtx, "limited")
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if err != nil {
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t.Errorf("callback could not acquire permit: %v", err)
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} else {
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release()
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}
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cancel()
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})
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if err != nil {
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t.Fatal(err)
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}
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_, err = coordinator.Generate(observation.WithRecorder(ctx, recorder), testRequest(2))
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if !errors.Is(err, context.Canceled) || len(events) != 1 {
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t.Fatalf("error=%v events=%+v", err, events)
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}
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}
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type fixedClient struct {
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response *domain.GenerateResponse
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err error
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}
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func (c fixedClient) Generate(context.Context, domain.GenerateRequest) (*domain.GenerateResponse, error) {
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return c.response, c.err
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}
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func TestObservedInjectedUsageAndRepairGeneration(t *testing.T) {
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manager, err := capacity.NewManager(nil)
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if err != nil {
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t.Fatal(err)
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}
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var events []domain.ExecutionEvent
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ctx := recordEvents(t, context.Background(), &events)
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legacy := NewInjected(manager, fixedClient{response: &domain.GenerateResponse{Usage: domain.TokenUsage{PromptTokens: 3}}})
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if _, err := legacy.Generate(ctx, testRequest(4)); err != nil {
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t.Fatal(err)
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}
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presence := &domain.TokenUsagePresence{CompletionTokens: true}
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repair := NewInjected(manager, fixedClient{response: &domain.GenerateResponse{UsagePresence: presence}})
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req := testRequest(4)
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req.Generation = 2
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if _, err := repair.Generate(ctx, req); err != nil {
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t.Fatal(err)
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}
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if len(events) != 2 || !events[0].Usage.PromptTokens.Known || events[0].Usage.CompletionTokens.Known || !events[1].Usage.CompletionTokens.Known || events[1].Usage.CompletionTokens.Value != 0 || events[1].Usage.PromptTokens.Known {
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t.Fatalf("events=%+v", events)
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}
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if events[1].Generation != 2 || events[1].Attempt != 1 {
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t.Fatalf("repair indexes=%+v", events[1])
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}
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}
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func TestObservedSuccessfulGenerationBeforeRepairFailure(t *testing.T) {
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manager, err := capacity.NewManager(nil)
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if err != nil {
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t.Fatal(err)
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}
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var events []domain.ExecutionEvent
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recorder, err := observation.New(func(event domain.ExecutionEvent) { events = append(events, event) })
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if err != nil {
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t.Fatal(err)
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}
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ctx := observation.WithRecorder(context.Background(), recorder)
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initial := NewInjected(manager, fixedClient{response: &domain.GenerateResponse{Usage: domain.TokenUsage{PromptTokens: 5}}})
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if _, err := initial.Generate(ctx, testRequest(0)); err != nil {
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t.Fatal(err)
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}
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repair := NewInjected(manager, fixedClient{err: errors.New("repair unavailable")})
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req := testRequest(0)
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req.Generation = 2
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if _, err := repair.Generate(ctx, req); err == nil {
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t.Fatal("expected repair failure")
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}
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recorder.Finish(observation.FinishData{Outcome: domain.ExecutionOutcomeError, Failure: domain.ExecutionFailureGeneration})
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if len(events) != 3 || events[0].Outcome != domain.ExecutionOutcomeSuccess || events[1].Outcome != domain.ExecutionOutcomeError || events[2].Attempts != 2 || events[2].RepairCalls != 1 {
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t.Fatalf("events=%+v", events)
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}
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if got := events[2].Usage.PromptTokens; got.Value != 5 || !got.Known || got.Complete {
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t.Fatalf("prompt usage=%+v", got)
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}
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}
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Reference in New Issue
Block a user