Files
MealQuest/internal/ai/llm/retry_test.go
T
2026-10-05 11:41:23 -04:00

397 lines
12 KiB
Go

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{20 * time.Second}; !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"), ""),
"408": NewTimeoutStatusError(408, ""),
"wrapped 408": fmt.Errorf("openai: generate: %w", NewTimeoutStatusError(408, "")),
"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)
})
}
}
// A transport timeout matches ErrTimeout like an HTTP 408, but carries no
// status, so it is retried.
func TestRetryingTransportTimeoutRetried(t *testing.T) {
r, f, _ := newTestRetrying()
f.QueueGenerate(fail(fmt.Errorf("openai: generate: %w", ErrTimeout)), ok("dinner"))
if _, err := r.Generate(context.Background(), retryReq); err != nil {
t.Fatal(err)
}
assertConsumed(t, f, 2)
}
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 TestRetryingWaitInterruptedReturnsContextError(t *testing.T) {
t.Run("cancelled", func(t *testing.T) {
r, f, _ := newTestRetrying()
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
r.sleep = func(ctx context.Context, d time.Duration) error {
cancel()
return sleep(ctx, d)
}
f.QueueGenerate(fail(NewRateLimitedError(3*time.Second, "")))
_, err := r.Generate(ctx, retryReq)
if !errors.Is(err, context.Canceled) || errors.Is(err, ErrRateLimited) {
t.Fatalf("err = %v, want context.Canceled", err)
}
assertConsumed(t, f, 1)
})
t.Run("deadline", func(t *testing.T) {
r, f, _ := newTestRetrying()
// The fake clock stands still, so the 500ms backoff fits before
// the caller's deadline; the real wait outlasts it.
r.jitter = func(time.Duration) time.Duration { return 0 }
r.sleep = func(ctx context.Context, _ time.Duration) error {
return sleep(ctx, time.Hour)
}
ctx, cancel := context.WithTimeout(context.Background(), 600*time.Millisecond)
defer cancel()
f.QueueGenerate(fail(NewRateLimitedError(0, "")))
_, err := r.Generate(ctx, retryReq)
if !errors.Is(err, context.DeadlineExceeded) || errors.Is(err, ErrRateLimited) {
t.Fatalf("err = %v, want context.DeadlineExceeded", err)
}
assertConsumed(t, f, 1)
})
}
// slowProvider is a Provider whose every attempt takes d on clock c,
// records the deadline of the context it received, and times out.
type slowProvider struct {
Provider
c *fakeClock
d time.Duration
reqs []Request
deadlines []time.Time
}
func (p *slowProvider) Generate(ctx context.Context, req Request) (Response, error) {
p.reqs = append(p.reqs, req)
deadline, _ := ctx.Deadline()
p.deadlines = append(p.deadlines, deadline)
p.c.t = p.c.t.Add(p.d)
return Response{}, ErrTimeout
}
func TestRetryingTimeoutBoundsWholeCall(t *testing.T) {
for _, tc := range []struct {
name string
timeout time.Duration
want time.Duration
}{
{"default", 0, 60 * time.Second},
{"custom", 10 * time.Second, 10 * time.Second},
} {
t.Run(tc.name, func(t *testing.T) {
r, _, c := newTestRetrying()
// Each attempt uses most of the one deadline, so a fresh full
// timeout per attempt would allow every retry; one deadline
// leaves room for exactly one.
p := &slowProvider{c: c, d: tc.want * 5 / 6}
r.Provider = p
start := c.t
req := retryReq
req.Timeout = tc.timeout
if _, err := r.Generate(context.Background(), req); !errors.Is(err, ErrTimeout) {
t.Fatalf("err = %v, want ErrTimeout", err)
}
if len(p.deadlines) != 2 {
t.Fatalf("made %d attempts, want 2", len(p.deadlines))
}
for i, d := range p.deadlines {
if !d.Equal(start.Add(tc.want)) {
t.Errorf("attempt %d deadline = start+%v, want start+%v", i, d.Sub(start), tc.want)
}
if p.reqs[i].Timeout != 0 {
t.Errorf("attempt %d Timeout = %v, want 0", i, p.reqs[i].Timeout)
}
}
if want := []time.Duration{time.Second - 1}; !slices.Equal(c.sleeps, want) {
t.Errorf("sleeps = %v, want %v", c.sleeps, want)
}
})
}
}
func TestRetryingCallerDeadlineShorterThanTimeout(t *testing.T) {
r, _, c := newTestRetrying()
p := &slowProvider{c: c, d: time.Second}
r.Provider = p
ctx, cancel := context.WithDeadline(context.Background(), c.t.Add(5*time.Second))
defer cancel()
if _, err := r.Generate(ctx, retryReq); !errors.Is(err, ErrTimeout) {
t.Fatalf("err = %v, want ErrTimeout", err)
}
for i, d := range p.deadlines {
if want, _ := ctx.Deadline(); !d.Equal(want) {
t.Errorf("attempt %d deadline = %v, want caller's %v", i, d, want)
}
}
}
func TestRetryingRejectsNegativeTimeout(t *testing.T) {
r, f, _ := newTestRetrying()
f.QueueGenerate(fail(errors.New("llm: timeout is negative")))
req := retryReq
req.Timeout = -time.Second
if _, err := r.Generate(context.Background(), req); err == nil {
t.Fatal("Generate accepted a negative timeout")
}
assertConsumed(t, f, 1)
if got := f.Requests()[0].Timeout; got != -time.Second {
t.Errorf("wrapped Provider got Timeout %v, want -1s to reject", got)
}
}
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)
}
}