Files
llm-testbench/internal/runner/runner_test.go
T
lukaszraczylo 1d51d4cbbd feat: LLM accuracy testing framework with 17-test catalog
Framework runs a category/subcategory test catalog against multiple
LLMs through an OpenAI-compatible endpoint. Deterministic evaluators
score each response. Reports render as table, markdown, or JSON.
2026-08-17 01:29:45 +01:00

227 lines
6.5 KiB
Go

package runner
import (
"context"
"errors"
"sync/atomic"
"testing"
"time"
"github.com/lukaszraczylo/llm-testbench/internal/eval"
"github.com/lukaszraczylo/llm-testbench/internal/llm"
"github.com/lukaszraczylo/llm-testbench/internal/testkit"
)
// mockClient is an offline llm.Client for unit tests; it never touches the
// network.
type mockClient struct {
respond func(req llm.Request) (llm.Response, error)
inFlight int32
maxInFlight int32
}
func (m *mockClient) Complete(_ context.Context, req llm.Request) (llm.Response, error) {
cur := atomic.AddInt32(&m.inFlight, 1)
for {
max := atomic.LoadInt32(&m.maxInFlight)
if cur <= max || atomic.CompareAndSwapInt32(&m.maxInFlight, max, cur) {
break
}
}
defer atomic.AddInt32(&m.inFlight, -1)
if m.respond != nil {
return m.respond(req)
}
return llm.Response{Text: "OK"}, nil
}
func echoEval() eval.Evaluator {
return eval.EvaluatorFunc(func(_ context.Context, response string) eval.Score {
if response == "OK" {
return eval.Score{Value: 1}
}
return eval.Score{Value: 0, Detail: "got " + response}
})
}
func TestRunner_Run_FansOutAllCombinations(t *testing.T) {
client := &mockClient{}
r := New(client, Config{Concurrency: 4, MaxTokensDefault: 100})
tests := []testkit.Test{
{ID: "t1", Category: "c", Prompt: "p1", Eval: echoEval()},
{ID: "t2", Category: "c", Prompt: "p2", Eval: echoEval()},
}
models := []string{"model-a", "model-b", "model-c"}
results := r.Run(context.Background(), models, tests)
if len(results) != len(models)*len(tests) {
t.Fatalf("Run() returned %d results, want %d", len(results), len(models)*len(tests))
}
seen := make(map[string]bool)
for _, res := range results {
seen[res.Model+"/"+res.TestID] = true
if res.Err != nil {
t.Errorf("Result.Err = %v, want nil", res.Err)
}
if res.Score.Value != 1 {
t.Errorf("Result.Score.Value = %v, want 1", res.Score.Value)
}
}
for _, m := range models {
for _, tc := range tests {
key := m + "/" + tc.ID
if !seen[key] {
t.Errorf("Run() missing combination %s", key)
}
}
}
}
func TestRunner_Run_RespectsConcurrencyLimit(t *testing.T) {
client := &mockClient{
respond: func(_ llm.Request) (llm.Response, error) {
time.Sleep(20 * time.Millisecond)
return llm.Response{Text: "OK"}, nil
},
}
const limit = 2
r := New(client, Config{Concurrency: limit, MaxTokensDefault: 100})
var tests []testkit.Test
for i := range 8 {
tests = append(tests, testkit.Test{ID: string(rune('a' + i)), Category: "c", Prompt: "p", Eval: echoEval()})
}
r.Run(context.Background(), []string{"model-a"}, tests)
if got := atomic.LoadInt32(&client.maxInFlight); got > limit {
t.Errorf("max in-flight calls = %d, want <= %d", got, limit)
}
}
func TestRunner_Run_CapturesPerCallError(t *testing.T) {
wantErr := errors.New("transport failure")
client := &mockClient{
respond: func(_ llm.Request) (llm.Response, error) {
return llm.Response{}, wantErr
},
}
r := New(client, Config{Concurrency: 2, MaxTokensDefault: 100})
results := r.Run(context.Background(), []string{"model-a"}, []testkit.Test{
{ID: "t1", Category: "c", Prompt: "p", Eval: echoEval()},
})
if len(results) != 1 {
t.Fatalf("Run() returned %d results, want 1", len(results))
}
if !errors.Is(results[0].Err, wantErr) {
t.Errorf("Result.Err = %v, want %v", results[0].Err, wantErr)
}
}
func TestRunner_Run_NormalizesResponseBeforeEval(t *testing.T) {
client := &mockClient{
respond: func(_ llm.Request) (llm.Response, error) {
return llm.Response{Text: "<think>internal reasoning</think>\n\nOK"}, nil
},
}
r := New(client, Config{Concurrency: 1, MaxTokensDefault: 100})
results := r.Run(context.Background(), []string{"model-a"}, []testkit.Test{
{ID: "t1", Category: "c", Prompt: "p", Eval: echoEval()},
})
if results[0].Score.Value != 1 {
t.Errorf("Score.Value = %v, want 1 (detail: %s)", results[0].Score.Value, results[0].Score.Detail)
}
}
func TestRunner_Run_UsesTestMaxTokensOverDefault(t *testing.T) {
var gotMaxTokens int
client := &mockClient{
respond: func(req llm.Request) (llm.Response, error) {
gotMaxTokens = req.MaxTokens
return llm.Response{Text: "OK"}, nil
},
}
r := New(client, Config{Concurrency: 1, MaxTokensDefault: 100})
r.Run(context.Background(), []string{"model-a"}, []testkit.Test{
{ID: "t1", Category: "c", Prompt: "p", MaxTokens: 500, Eval: echoEval()},
})
if gotMaxTokens != 500 {
t.Errorf("MaxTokens = %d, want 500 (test override)", gotMaxTokens)
}
}
func TestRunner_Run_FallsBackToDefaultMaxTokens(t *testing.T) {
var gotMaxTokens int
client := &mockClient{
respond: func(req llm.Request) (llm.Response, error) {
gotMaxTokens = req.MaxTokens
return llm.Response{Text: "OK"}, nil
},
}
r := New(client, Config{Concurrency: 1, MaxTokensDefault: 100})
r.Run(context.Background(), []string{"model-a"}, []testkit.Test{
{ID: "t1", Category: "c", Prompt: "p", Eval: echoEval()},
})
if gotMaxTokens != 100 {
t.Errorf("MaxTokens = %d, want 100 (config default)", gotMaxTokens)
}
}
func TestRunner_Run_IncludesSystemMessageWhenSet(t *testing.T) {
var gotMessages []llm.Message
client := &mockClient{
respond: func(req llm.Request) (llm.Response, error) {
gotMessages = req.Messages
return llm.Response{Text: "OK"}, nil
},
}
r := New(client, Config{Concurrency: 1, MaxTokensDefault: 100})
r.Run(context.Background(), []string{"model-a"}, []testkit.Test{
{ID: "t1", Category: "c", System: "you are terse", Prompt: "p", Eval: echoEval()},
})
if len(gotMessages) != 2 || gotMessages[0].Role != "system" || gotMessages[1].Role != "user" {
t.Errorf("Messages = %+v, want [system, user]", gotMessages)
}
}
func TestRunner_Run_TracksLatencyAndTokens(t *testing.T) {
client := &mockClient{
respond: func(_ llm.Request) (llm.Response, error) {
return llm.Response{Text: "OK", PromptTokens: 10, CompletionTokens: 5, Latency: 42 * time.Millisecond}, nil
},
}
r := New(client, Config{Concurrency: 1, MaxTokensDefault: 100})
results := r.Run(context.Background(), []string{"model-a"}, []testkit.Test{
{ID: "t1", Category: "c", Prompt: "p", Eval: echoEval()},
})
if results[0].PromptTokens != 10 {
t.Errorf("PromptTokens = %d, want 10", results[0].PromptTokens)
}
if results[0].CompletionTokens != 5 {
t.Errorf("CompletionTokens = %d, want 5", results[0].CompletionTokens)
}
if results[0].TotalTokens() != 15 {
t.Errorf("TotalTokens() = %d, want 15", results[0].TotalTokens())
}
if results[0].Latency != 42*time.Millisecond {
t.Errorf("Latency = %v, want 42ms", results[0].Latency)
}
}