Files
picoclaw/pkg/providers/fallback_multikey_test.go
T
Mauro b114dcaeb1 feat(model): llm rate limiting (#2198)
* feat(model): rate limiting

* fix(agent): preserve per-model identity in rate limiting and fallback

* fix test
2026-04-02 19:26:26 +08:00

385 lines
12 KiB
Go

package providers
import (
"context"
"errors"
"testing"
)
// TestMultiKeyFailover tests the complete failover flow with multiple API keys.
// This simulates the config expansion scenario where api_keys: ["key1", "key2", "key3"]
// is expanded into primary + fallbacks.
func TestMultiKeyFailover(t *testing.T) {
// Simulate expanded config: primary with 2 fallbacks
// This is what ExpandMultiKeyModels would produce for api_keys: ["key1", "key2", "key3"]
cfg := ModelConfig{
Primary: "glm-4.7",
Fallbacks: []string{"glm-4.7__key_1", "glm-4.7__key_2"},
}
candidates := ResolveCandidates(cfg, "zhipu")
if len(candidates) != 3 {
t.Fatalf("expected 3 candidates, got %d: %v", len(candidates), candidates)
}
// Create fallback chain
cooldown := NewCooldownTracker()
chain := NewFallbackChain(cooldown, nil)
// Mock run function: first call fails with 429, second succeeds
callCount := 0
mockRun := func(ctx context.Context, provider, model string) (*LLMResponse, error) {
callCount++
if callCount == 1 {
// First call: simulate rate limit
return nil, errors.New("http error: status 429 - rate limit exceeded")
}
// Second call: success
return &LLMResponse{
Content: "Hello from key2!",
}, nil
}
// Execute fallback chain
result, err := chain.Execute(context.Background(), candidates, mockRun)
if err != nil {
t.Fatalf("expected success after failover, got error: %v", err)
}
if result == nil {
t.Fatal("expected result, got nil")
}
if result.Response.Content != "Hello from key2!" {
t.Errorf("expected response from key2, got: %s", result.Response.Content)
}
if callCount != 2 {
t.Errorf("expected 2 calls (1 fail + 1 success), got %d", callCount)
}
// Verify first attempt was recorded
if len(result.Attempts) != 1 {
t.Errorf("expected 1 failed attempt recorded, got %d", len(result.Attempts))
}
if result.Attempts[0].Reason != FailoverRateLimit {
t.Errorf(
"expected first attempt reason to be rate_limit, got: %s",
result.Attempts[0].Reason,
)
}
}
// TestMultiKeyFailoverAllFail tests when all keys hit rate limit
func TestMultiKeyFailoverAllFail(t *testing.T) {
cfg := ModelConfig{
Primary: "glm-4.7",
Fallbacks: []string{"glm-4.7__key_1", "glm-4.7__key_2"},
}
candidates := ResolveCandidates(cfg, "zhipu")
cooldown := NewCooldownTracker()
chain := NewFallbackChain(cooldown, nil)
// Mock run function: all calls fail with rate limit
callCount := 0
mockRun := func(ctx context.Context, provider, model string) (*LLMResponse, error) {
callCount++
return nil, errors.New("status: 429 - too many requests")
}
// Execute fallback chain
result, err := chain.Execute(context.Background(), candidates, mockRun)
if err == nil {
t.Fatal("expected error when all keys fail, got nil")
}
if result != nil {
t.Errorf("expected nil result on failure, got: %v", result)
}
if callCount != 3 {
t.Errorf("expected 3 calls (all fail), got %d", callCount)
}
// Verify error type
var exhausted *FallbackExhaustedError
if !errors.As(err, &exhausted) {
t.Errorf("expected FallbackExhaustedError, got: %T - %v", err, err)
}
if len(exhausted.Attempts) != 3 {
t.Errorf("expected 3 attempts in exhausted error, got %d", len(exhausted.Attempts))
}
}
// TestMultiKeyFailoverCooldown tests that a key in cooldown is skipped
func TestMultiKeyFailoverCooldown(t *testing.T) {
cfg := ModelConfig{
Primary: "glm-4.7",
Fallbacks: []string{"glm-4.7__key_1"},
}
candidates := ResolveCandidates(cfg, "zhipu")
cooldown := NewCooldownTracker()
chain := NewFallbackChain(cooldown, nil)
// Put the first model in cooldown (using ModelKey now, not just provider)
cooldownKey := ModelKey(candidates[0].Provider, candidates[0].Model)
cooldown.MarkFailure(cooldownKey, FailoverRateLimit)
// Verify it's not available
if cooldown.IsAvailable(cooldownKey) {
t.Fatal("expected first model to be in cooldown")
}
// Mock run function: only second should be called
callCount := 0
calledProviders := []string{}
mockRun := func(ctx context.Context, provider, model string) (*LLMResponse, error) {
callCount++
calledProviders = append(calledProviders, provider+"/"+model)
return &LLMResponse{Content: "success"}, nil
}
result, err := chain.Execute(context.Background(), candidates, mockRun)
if err != nil {
t.Fatalf("expected success, got error: %v", err)
}
// First provider should have been skipped
if callCount != 1 {
t.Errorf("expected 1 call (first skipped due to cooldown), got %d", callCount)
}
// Should have called the second provider/model
if len(calledProviders) != 1 ||
calledProviders[0] != candidates[1].Provider+"/"+candidates[1].Model {
t.Errorf("expected second model to be called, got: %v", calledProviders)
}
// Verify first attempt was recorded as skipped
if len(result.Attempts) != 1 {
t.Fatalf("expected 1 attempt (skipped), got %d", len(result.Attempts))
}
if !result.Attempts[0].Skipped {
t.Error("expected first attempt to be marked as skipped")
}
}
// TestMultiKeyFailoverWithFormatError tests that format errors are non-retriable
func TestMultiKeyFailoverWithFormatError(t *testing.T) {
cfg := ModelConfig{
Primary: "glm-4.7",
Fallbacks: []string{"glm-4.7__key_1"},
}
candidates := ResolveCandidates(cfg, "zhipu")
cooldown := NewCooldownTracker()
chain := NewFallbackChain(cooldown, nil)
// Mock run function: first call fails with format error (bad request)
callCount := 0
mockRun := func(ctx context.Context, provider, model string) (*LLMResponse, error) {
callCount++
return nil, errors.New("invalid request format: tool_use.id missing")
}
// Execute fallback chain
result, err := chain.Execute(context.Background(), candidates, mockRun)
if err == nil {
t.Fatal("expected error for format failure, got nil")
}
// Format errors should NOT trigger failover (non-retriable)
// So we should only have 1 call
if callCount != 1 {
t.Errorf("expected 1 call (format error is non-retriable), got %d", callCount)
}
// Verify the error is a FailoverError with format reason
var failoverErr *FailoverError
if !errors.As(err, &failoverErr) {
t.Errorf("expected FailoverError, got: %T - %v", err, err)
}
if failoverErr.Reason != FailoverFormat {
t.Errorf("expected FailoverFormat reason, got: %s", failoverErr.Reason)
}
_ = result // result should be nil
}
// TestMultiKeyWithModelFallback tests multi-key failover combined with model fallback.
// This simulates the scenario: api_keys: ["k1", "k2"] + fallbacks: ["minimax"]
// Expected failover order: glm-4.7 (k1) → glm-4.7__key_1 (k2) → minimax
func TestMultiKeyWithModelFallback(t *testing.T) {
// Simulate expanded config from:
// { "model_name": "glm-4.7", "api_keys": ["k1", "k2"], "fallbacks": ["minimax"] }
// After ExpandMultiKeyModels, primaryEntry.Fallbacks = ["glm-4.7__key_1", "minimax"]
// Note: In production, "minimax" would be resolved via model lookup to "minimax/minimax"
// In this test, we use the full format to avoid needing a lookup function.
cfg := ModelConfig{
Primary: "glm-4.7",
Fallbacks: []string{"glm-4.7__key_1", "minimax/minimax"},
}
candidates := ResolveCandidates(cfg, "zhipu")
// Should have 3 candidates: glm-4.7 (zhipu), glm-4.7__key_1 (zhipu), minimax (minimax)
if len(candidates) != 3 {
t.Fatalf("expected 3 candidates, got %d: %v", len(candidates), candidates)
}
// Verify candidate order
if candidates[0].Model != "glm-4.7" || candidates[0].Provider != "zhipu" {
t.Errorf(
"expected first candidate to be zhipu/glm-4.7, got: %s/%s",
candidates[0].Provider,
candidates[0].Model,
)
}
if candidates[1].Model != "glm-4.7__key_1" || candidates[1].Provider != "zhipu" {
t.Errorf(
"expected second candidate to be zhipu/glm-4.7__key_1, got: %s/%s",
candidates[1].Provider,
candidates[1].Model,
)
}
if candidates[2].Model != "minimax" || candidates[2].Provider != "minimax" {
t.Errorf(
"expected third candidate to be minimax/minimax, got: %s/%s",
candidates[2].Provider,
candidates[2].Model,
)
}
cooldown := NewCooldownTracker()
chain := NewFallbackChain(cooldown, nil)
// Mock run function: first two fail, third succeeds (model fallback)
callCount := 0
calledModels := []string{}
mockRun := func(ctx context.Context, provider, model string) (*LLMResponse, error) {
callCount++
calledModels = append(calledModels, provider+"/"+model)
switch callCount {
case 1:
// k1: rate limit
return nil, errors.New("status: 429 - rate limit")
case 2:
// k2: also rate limit (all zhipu keys exhausted)
return nil, errors.New("status: 429 - rate limit")
case 3:
// minimax: success
return &LLMResponse{Content: "success from minimax"}, nil
default:
return nil, errors.New("unexpected call")
}
}
result, err := chain.Execute(context.Background(), candidates, mockRun)
if err != nil {
t.Fatalf("expected success after failover to model fallback, got error: %v", err)
}
if callCount != 3 {
t.Errorf("expected 3 calls (k1 fail + k2 fail + minimax success), got %d", callCount)
}
if result.Response.Content != "success from minimax" {
t.Errorf("expected response from minimax, got: %s", result.Response.Content)
}
// Verify call order
if len(calledModels) != 3 {
t.Fatalf("expected 3 called models, got %d", len(calledModels))
}
if calledModels[0] != "zhipu/glm-4.7" {
t.Errorf("expected first call to zhipu/glm-4.7, got: %s", calledModels[0])
}
if calledModels[1] != "zhipu/glm-4.7__key_1" {
t.Errorf("expected second call to zhipu/glm-4.7__key_1, got: %s", calledModels[1])
}
if calledModels[2] != "minimax/minimax" {
t.Errorf("expected third call to minimax/minimax, got: %s", calledModels[2])
}
// Verify 2 failed attempts recorded
if len(result.Attempts) != 2 {
t.Errorf("expected 2 failed attempts, got %d", len(result.Attempts))
}
// Both should be rate limit
for i, attempt := range result.Attempts {
if attempt.Reason != FailoverRateLimit {
t.Errorf("expected attempt %d to be rate_limit, got: %s", i, attempt.Reason)
}
}
}
// TestMultiKeyFailoverMixedErrors tests failover with different error types
func TestMultiKeyFailoverMixedErrors(t *testing.T) {
cfg := ModelConfig{
Primary: "glm-4.7",
Fallbacks: []string{"glm-4.7__key_1", "glm-4.7__key_2"},
}
candidates := ResolveCandidates(cfg, "zhipu")
cooldown := NewCooldownTracker()
chain := NewFallbackChain(cooldown, nil)
// Mock run function: different errors for each key
callCount := 0
mockRun := func(ctx context.Context, provider, model string) (*LLMResponse, error) {
callCount++
switch callCount {
case 1:
// First: rate limit (retriable)
return nil, errors.New("status: 429 - rate limit")
case 2:
// Second: timeout (retriable)
return nil, errors.New("context deadline exceeded")
case 3:
// Third: success
return &LLMResponse{Content: "success from key3"}, nil
default:
return nil, errors.New("unexpected call")
}
}
result, err := chain.Execute(context.Background(), candidates, mockRun)
if err != nil {
t.Fatalf("expected success after 2 failovers, got error: %v", err)
}
if callCount != 3 {
t.Errorf("expected 3 calls, got %d", callCount)
}
// Verify both failed attempts were recorded
if len(result.Attempts) != 2 {
t.Errorf("expected 2 failed attempts, got %d", len(result.Attempts))
}
// First should be rate limit
if result.Attempts[0].Reason != FailoverRateLimit {
t.Errorf("expected first attempt to be rate_limit, got: %s", result.Attempts[0].Reason)
}
// Second should be timeout
if result.Attempts[1].Reason != FailoverTimeout {
t.Errorf("expected second attempt to be timeout, got: %s", result.Attempts[1].Reason)
}
}