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MealQuest/internal/ai/llm/retry_test.go
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package llm
import (
"context"
"errors"
"fmt"
"slices"
"testing"
"time"
)
// fakeClock is a clock whose sleeps return at once, advance it and are
// recorded.
type fakeClock struct {
t time.Time
sleeps []time.Duration
}
func (c *fakeClock) now() time.Time { return c.t }
func (c *fakeClock) sleep(ctx context.Context, d time.Duration) error {
if err := ctx.Err(); err != nil {
return err
}
c.sleeps = append(c.sleeps, d)
c.t = c.t.Add(d)
return nil
}
// newTestRetrying returns a Retrying over a fresh Fake with a fake clock
// at the real current time, so real context deadlines compare sensibly,
// and jitter that always returns its maximum.
func newTestRetrying() (*Retrying, *Fake, *fakeClock) {
f := &Fake{}
c := &fakeClock{t: time.Now()}
r := NewRetrying(f)
r.now = c.now
r.sleep = c.sleep
r.jitter = func(n time.Duration) time.Duration { return n - 1 }
return r, f, c
}
var retryReq = Request{Messages: []Message{{Role: RoleUser, Content: "plan dinners"}}}
func ok(text string) GenerateResult { return GenerateResult{Response: Response{Text: text}} }
func fail(err error) GenerateResult { return GenerateResult{Err: err} }
func assertConsumed(t *testing.T, f *Fake, attempts int) {
t.Helper()
if g, _, _ := f.Remaining(); g != 0 {
t.Errorf("%d scripted Generate results unused", g)
}
if n := len(f.Requests()); n != attempts {
t.Errorf("made %d attempts, want %d", n, attempts)
}
}
func TestRetryingRateLimitedThenSuccess(t *testing.T) {
r, f, c := newTestRetrying()
f.QueueGenerate(fail(NewRateLimitedError(3*time.Second, "")), ok("dinner"))
resp, err := r.Generate(context.Background(), retryReq)
if err != nil || resp.Text != "dinner" {
t.Fatalf("Generate = %+v, %v", resp, err)
}
if want := []time.Duration{3 * time.Second}; !slices.Equal(c.sleeps, want) {
t.Errorf("sleeps = %v, want %v", c.sleeps, want)
}
assertConsumed(t, f, 2)
}
func TestRetryingRateLimitedWaitIsCapped(t *testing.T) {
r, f, c := newTestRetrying()
f.QueueGenerate(fail(NewRateLimitedError(time.Hour, "")), ok("dinner"))
if _, err := r.Generate(context.Background(), retryReq); err != nil {
t.Fatal(err)
}
if want := []time.Duration{MaxRetryAfter}; !slices.Equal(c.sleeps, want) {
t.Errorf("sleeps = %v, want %v", c.sleeps, want)
}
assertConsumed(t, f, 2)
}
func TestRetryingRateLimitedWithoutRetryAfterBacksOff(t *testing.T) {
r, f, c := newTestRetrying()
f.QueueGenerate(fail(NewRateLimitedError(0, "")), ok("dinner"))
if _, err := r.Generate(context.Background(), retryReq); err != nil {
t.Fatal(err)
}
if want := []time.Duration{time.Second - 1}; !slices.Equal(c.sleeps, want) {
t.Errorf("sleeps = %v, want %v", c.sleeps, want)
}
}
func TestRetrying5xxTwiceThenSuccess(t *testing.T) {
r, f, c := newTestRetrying()
f.QueueGenerate(
fail(NewProviderError(503, []byte("busy"), "")),
// Adapters wrap the error they return.
fail(fmt.Errorf("openai: generate: %w", NewProviderError(503, []byte("busy"), ""))),
ok("dinner"),
)
resp, err := r.Generate(context.Background(), retryReq)
if err != nil || resp.Text != "dinner" {
t.Fatalf("Generate = %+v, %v", resp, err)
}
// Max jitter: [0.5 s, 1 s) then [1 s, 2 s).
if want := []time.Duration{time.Second - 1, 2*time.Second - 1}; !slices.Equal(c.sleeps, want) {
t.Errorf("sleeps = %v, want %v", c.sleeps, want)
}
assertConsumed(t, f, 3)
}
func TestRetryingBackoffJitterLowerBound(t *testing.T) {
r, f, c := newTestRetrying()
r.jitter = func(time.Duration) time.Duration { return 0 }
f.QueueGenerate(fail(ErrTimeout), fail(ErrTimeout), ok("dinner"))
if _, err := r.Generate(context.Background(), retryReq); err != nil {
t.Fatal(err)
}
if want := []time.Duration{500 * time.Millisecond, time.Second}; !slices.Equal(c.sleeps, want) {
t.Errorf("sleeps = %v, want %v", c.sleeps, want)
}
}
func TestRetrying5xxThreeTimesFails(t *testing.T) {
r, f, c := newTestRetrying()
last := NewProviderError(503, []byte("third"), "")
f.QueueGenerate(
fail(NewProviderError(503, []byte("first"), "")),
fail(NewProviderError(503, []byte("second"), "")),
fail(last),
)
_, err := r.Generate(context.Background(), retryReq)
if err != last {
t.Fatalf("err = %v, want the last attempt's error", err)
}
if len(c.sleeps) != MaxRetries {
t.Errorf("slept %d times, want %d", len(c.sleeps), MaxRetries)
}
assertConsumed(t, f, 3)
}
func TestRetryingDoesNotRetryPermanentErrors(t *testing.T) {
for name, err := range map[string]error{
"401 auth": ErrAuth,
"400": NewProviderError(400, []byte("bad request"), ""),
"404": NewProviderError(404, []byte("no such model"), ""),
"bad output": ErrBadOutput,
"other": errors.New("llm: request has no messages"),
} {
t.Run(name, func(t *testing.T) {
r, f, c := newTestRetrying()
f.QueueGenerate(fail(err))
if _, got := r.Generate(context.Background(), retryReq); got != err {
t.Fatalf("err = %v, want %v", got, err)
}
if len(c.sleeps) != 0 {
t.Errorf("slept %v", c.sleeps)
}
assertConsumed(t, f, 1)
})
}
}
func TestRetryingDeadlineShorterThanRetryAfter(t *testing.T) {
r, f, c := newTestRetrying()
rl := NewRateLimitedError(10*time.Second, "")
f.QueueGenerate(fail(rl))
ctx, cancel := context.WithDeadline(context.Background(), c.t.Add(5*time.Second))
defer cancel()
if _, err := r.Generate(ctx, retryReq); err != rl {
t.Fatalf("err = %v, want the rate-limited error", err)
}
if len(c.sleeps) != 0 {
t.Errorf("slept %v", c.sleeps)
}
assertConsumed(t, f, 1)
}
func TestRetryingDeadlineShorterThanBackoff(t *testing.T) {
r, f, c := newTestRetrying()
f.QueueGenerate(fail(ErrTimeout))
// The first backoff with maximum jitter is just under 1 s.
ctx, cancel := context.WithDeadline(context.Background(), c.t.Add(time.Second-1))
defer cancel()
if _, err := r.Generate(ctx, retryReq); !errors.Is(err, ErrTimeout) {
t.Fatalf("err = %v, want ErrTimeout", err)
}
if len(c.sleeps) != 0 {
t.Errorf("slept %v", c.sleeps)
}
assertConsumed(t, f, 1)
}
func TestRetryingRetriesWithinDeadline(t *testing.T) {
r, f, c := newTestRetrying()
f.QueueGenerate(fail(NewRateLimitedError(3*time.Second, "")), ok("dinner"))
ctx, cancel := context.WithDeadline(context.Background(), c.t.Add(time.Minute))
defer cancel()
if _, err := r.Generate(ctx, retryReq); err != nil {
t.Fatal(err)
}
assertConsumed(t, f, 2)
}
func TestRetryingStopsWhenContextDone(t *testing.T) {
r, f, _ := newTestRetrying()
ctx, cancel := context.WithCancel(context.Background())
cancel()
f.QueueGenerate(fail(ErrTimeout))
if _, err := r.Generate(ctx, retryReq); !errors.Is(err, ErrTimeout) {
t.Fatalf("err = %v, want ErrTimeout", err)
}
assertConsumed(t, f, 1)
}
func TestRetryingDefaultTimeout(t *testing.T) {
r, f, _ := newTestRetrying()
f.QueueGenerate(ok("a"), ok("b"))
custom := retryReq
custom.Timeout = 5 * time.Second
for _, req := range []Request{retryReq, custom} {
if _, err := r.Generate(context.Background(), req); err != nil {
t.Fatal(err)
}
}
got := f.Requests()
if got[0].Timeout != DefaultTimeout || got[1].Timeout != 5*time.Second {
t.Fatalf("timeouts = %v, %v; want %v, 5s", got[0].Timeout, got[1].Timeout, DefaultTimeout)
}
}
func TestRetryingPassesThroughListModelsAndVerify(t *testing.T) {
r, f, _ := newTestRetrying()
f.QueueListModels(ListModelsResult{Err: ErrTimeout})
f.QueueVerify(ErrTimeout)
if _, err := r.ListModels(context.Background()); !errors.Is(err, ErrTimeout) {
t.Fatalf("ListModels err = %v", err)
}
if err := r.Verify(context.Background()); !errors.Is(err, ErrTimeout) {
t.Fatalf("Verify err = %v", err)
}
if _, l, v := f.Remaining(); l != 0 || v != 0 {
t.Fatalf("Remaining = %d, %d", l, v)
}
}
func TestSleepStopsWhenContextDone(t *testing.T) {
ctx, cancel := context.WithCancel(context.Background())
cancel()
if err := sleep(ctx, time.Hour); !errors.Is(err, context.Canceled) {
t.Fatalf("sleep err = %v", err)
}
if err := sleep(context.Background(), time.Millisecond); err != nil {
t.Fatalf("sleep err = %v", err)
}
}