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ollama/bench/bench_test.go
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2025-11-05 00:20:54 -08:00

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package main
import (
"bytes"
"crypto/rand"
"encoding/json"
"io"
"net/http"
"net/http/httptest"
"os"
"strings"
"testing"
"time"
"github.com/ollama/ollama/api"
)
func createTestFlagOptions() flagOptions {
models := "test-model"
format := "benchstat"
epochs := 1
maxTokens := 100
temperature := 0.7
seed := 42
timeout := 30
prompt := "test prompt"
imageFile := ""
keepAlive := 5.0
verbose := false
debug := false
return flagOptions{
models: &models,
format: &format,
epochs: &epochs,
maxTokens: &maxTokens,
temperature: &temperature,
seed: &seed,
timeout: &timeout,
prompt: &prompt,
imageFile: &imageFile,
keepAlive: &keepAlive,
verbose: &verbose,
debug: &debug,
}
}
func captureOutput(f func()) string {
oldStdout := os.Stdout
oldStderr := os.Stderr
defer func() {
os.Stdout = oldStdout
os.Stderr = oldStderr
}()
r, w, _ := os.Pipe()
os.Stdout = w
os.Stderr = w
f()
w.Close()
var buf bytes.Buffer
io.Copy(&buf, r)
return buf.String()
}
func createMockOllamaServer(t *testing.T, responses []api.ChatResponse) *httptest.Server {
return httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.URL.Path != "/api/chat" {
t.Errorf("Expected path /api/chat, got %s", r.URL.Path)
http.Error(w, "Not found", http.StatusNotFound)
return
}
if r.Method != "POST" {
t.Errorf("Expected POST method, got %s", r.Method)
http.Error(w, "Method not allowed", http.StatusMethodNotAllowed)
return
}
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(http.StatusOK)
for _, resp := range responses {
jsonData, err := json.Marshal(resp)
if err != nil {
t.Errorf("Failed to marshal response: %v", err)
return
}
w.Write(jsonData)
w.Write([]byte("\n"))
if f, ok := w.(http.Flusher); ok {
f.Flush()
}
time.Sleep(10 * time.Millisecond) // Simulate some delay
}
}))
}
func TestBenchmarkChat_Success(t *testing.T) {
fOpt := createTestFlagOptions()
mockResponses := []api.ChatResponse{
{
Model: "test-model",
Message: api.Message{
Role: "assistant",
Content: "test response part 1",
},
Done: false,
},
{
Model: "test-model",
Message: api.Message{
Role: "assistant",
Content: "test response part 2",
},
Done: true,
Metrics: api.Metrics{
PromptEvalCount: 10,
PromptEvalDuration: 100 * time.Millisecond,
EvalCount: 50,
EvalDuration: 500 * time.Millisecond,
TotalDuration: 600 * time.Millisecond,
LoadDuration: 50 * time.Millisecond,
},
},
}
server := createMockOllamaServer(t, mockResponses)
defer server.Close()
t.Setenv("OLLAMA_HOST", server.URL)
output := captureOutput(func() {
err := BenchmarkChat(fOpt)
if err != nil {
t.Errorf("Expected no error, got %v", err)
}
})
if !strings.Contains(output, "BenchmarkModel/name=test-model/step=prefill") {
t.Errorf("Expected output to contain prefill metrics, got: %s", output)
}
if !strings.Contains(output, "BenchmarkModel/name=test-model/step=generate") {
t.Errorf("Expected output to contain generate metrics, got: %s", output)
}
if !strings.Contains(output, "ns/token") {
t.Errorf("Expected output to contain ns/token metric, got: %s", output)
}
}
func TestBenchmarkChat_ServerError(t *testing.T) {
fOpt := createTestFlagOptions()
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
http.Error(w, "Internal server error", http.StatusInternalServerError)
}))
defer server.Close()
t.Setenv("OLLAMA_HOST", server.URL)
output := captureOutput(func() {
err := BenchmarkChat(fOpt)
if err != nil {
t.Errorf("Expected error to be handled internally, got returned error: %v", err)
}
})
if !strings.Contains(output, "ERROR: Couldn't chat with model") {
t.Errorf("Expected error message about chat failure, got: %s", output)
}
}
func TestBenchmarkChat_Timeout(t *testing.T) {
fOpt := createTestFlagOptions()
shortTimeout := 1 // Very short timeout
fOpt.timeout = &shortTimeout
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
// Simulate a long delay that will cause timeout
time.Sleep(2 * time.Second)
w.Header().Set("Content-Type", "application/json")
response := api.ChatResponse{
Model: "test-model",
Message: api.Message{
Role: "assistant",
Content: "test response",
},
Done: true,
Metrics: api.Metrics{
PromptEvalCount: 10,
PromptEvalDuration: 100 * time.Millisecond,
EvalCount: 50,
EvalDuration: 500 * time.Millisecond,
TotalDuration: 600 * time.Millisecond,
LoadDuration: 50 * time.Millisecond,
},
}
jsonData, _ := json.Marshal(response)
w.Write(jsonData)
}))
defer server.Close()
t.Setenv("OLLAMA_HOST", server.URL)
output := captureOutput(func() {
err := BenchmarkChat(fOpt)
if err != nil {
t.Errorf("Expected timeout to be handled internally, got returned error: %v", err)
}
})
if !strings.Contains(output, "ERROR: Chat request timed out") {
t.Errorf("Expected timeout error message, got: %s", output)
}
}
func TestBenchmarkChat_NoMetrics(t *testing.T) {
fOpt := createTestFlagOptions()
mockResponses := []api.ChatResponse{
{
Model: "test-model",
Message: api.Message{
Role: "assistant",
Content: "test response",
},
Done: false, // Never sends Done=true
},
}
server := createMockOllamaServer(t, mockResponses)
defer server.Close()
t.Setenv("OLLAMA_HOST", server.URL)
output := captureOutput(func() {
err := BenchmarkChat(fOpt)
if err != nil {
t.Errorf("Expected no error, got %v", err)
}
})
if !strings.Contains(output, "ERROR: No metrics received") {
t.Errorf("Expected no metrics error message, got: %s", output)
}
}
func TestBenchmarkChat_MultipleModels(t *testing.T) {
fOpt := createTestFlagOptions()
models := "model1,model2"
epochs := 2
fOpt.models = &models
fOpt.epochs = &epochs
callCount := 0
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
callCount++
w.Header().Set("Content-Type", "application/json")
var req api.ChatRequest
body, _ := io.ReadAll(r.Body)
json.Unmarshal(body, &req)
response := api.ChatResponse{
Model: req.Model,
Message: api.Message{
Role: "assistant",
Content: "test response for " + req.Model,
},
Done: true,
Metrics: api.Metrics{
PromptEvalCount: 10,
PromptEvalDuration: 100 * time.Millisecond,
EvalCount: 50,
EvalDuration: 500 * time.Millisecond,
TotalDuration: 600 * time.Millisecond,
LoadDuration: 50 * time.Millisecond,
},
}
jsonData, _ := json.Marshal(response)
w.Write(jsonData)
}))
defer server.Close()
t.Setenv("OLLAMA_HOST", server.URL)
output := captureOutput(func() {
err := BenchmarkChat(fOpt)
if err != nil {
t.Errorf("Expected no error, got %v", err)
}
})
// Should be called 4 times (2 models × 2 epochs)
if callCount != 4 {
t.Errorf("Expected 4 API calls, got %d", callCount)
}
if !strings.Contains(output, "BenchmarkModel/name=model1") || !strings.Contains(output, "BenchmarkModel/name=model2") {
t.Errorf("Expected output for both models, got: %s", output)
}
}
func TestBenchmarkChat_WithImage(t *testing.T) {
fOpt := createTestFlagOptions()
tmpfile, err := os.CreateTemp(t.TempDir(), "testimage")
if err != nil {
t.Fatalf("Failed to create temp file: %v", err)
}
defer os.Remove(tmpfile.Name())
content := []byte("fake image data")
if _, err := tmpfile.Write(content); err != nil {
t.Fatalf("Failed to write to temp file: %v", err)
}
tmpfile.Close()
tmpfileName := tmpfile.Name()
fOpt.imageFile = &tmpfileName
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
// Verify the request contains image data
var req api.ChatRequest
body, _ := io.ReadAll(r.Body)
json.Unmarshal(body, &req)
if len(req.Messages) == 0 || len(req.Messages[0].Images) == 0 {
t.Error("Expected request to contain images")
}
w.Header().Set("Content-Type", "application/json")
response := api.ChatResponse{
Model: "test-model",
Message: api.Message{
Role: "assistant",
Content: "test response with image",
},
Done: true,
Metrics: api.Metrics{
PromptEvalCount: 10,
PromptEvalDuration: 100 * time.Millisecond,
EvalCount: 50,
EvalDuration: 500 * time.Millisecond,
TotalDuration: 600 * time.Millisecond,
LoadDuration: 50 * time.Millisecond,
},
}
jsonData, _ := json.Marshal(response)
w.Write(jsonData)
}))
defer server.Close()
t.Setenv("OLLAMA_HOST", server.URL)
output := captureOutput(func() {
err := BenchmarkChat(fOpt)
if err != nil {
t.Errorf("Expected no error, got %v", err)
}
})
if !strings.Contains(output, "BenchmarkModel/name=test-model") {
t.Errorf("Expected benchmark output, got: %s", output)
}
}
func TestBenchmarkChat_ImageError(t *testing.T) {
randFileName := func() string {
const charset = "abcdefghijklmnopqrstuvwxyz0123456789"
const length = 8
result := make([]byte, length)
rand.Read(result) // Fill with random bytes
for i := range result {
result[i] = charset[result[i]%byte(len(charset))]
}
return string(result) + ".txt"
}
fOpt := createTestFlagOptions()
imageFile := randFileName()
fOpt.imageFile = &imageFile
output := captureOutput(func() {
err := BenchmarkChat(fOpt)
if err == nil {
t.Error("Expected error from image reading, got nil")
}
})
if !strings.Contains(output, "ERROR: Couldn't read image") {
t.Errorf("Expected image read error message, got: %s", output)
}
}
func TestReadImage_Success(t *testing.T) {
tmpfile, err := os.CreateTemp(t.TempDir(), "testimage")
if err != nil {
t.Fatalf("Failed to create temp file: %v", err)
}
defer os.Remove(tmpfile.Name())
content := []byte("fake image data")
if _, err := tmpfile.Write(content); err != nil {
t.Fatalf("Failed to write to temp file: %v", err)
}
tmpfile.Close()
imgData, err := readImage(tmpfile.Name())
if err != nil {
t.Errorf("Expected no error, got %v", err)
}
if imgData == nil {
t.Error("Expected image data, got nil")
}
expected := api.ImageData(content)
if string(imgData) != string(expected) {
t.Errorf("Expected image data %v, got %v", expected, imgData)
}
}
func TestReadImage_FileNotFound(t *testing.T) {
imgData, err := readImage("nonexistentfile.jpg")
if err == nil {
t.Error("Expected error for non-existent file, got nil")
}
if imgData != nil {
t.Error("Expected nil image data for non-existent file")
}
}
func TestOptionsMapCreation(t *testing.T) {
fOpt := createTestFlagOptions()
options := make(map[string]interface{})
if *fOpt.maxTokens > 0 {
options["num_predict"] = *fOpt.maxTokens
}
options["temperature"] = *fOpt.temperature
if fOpt.seed != nil && *fOpt.seed > 0 {
options["seed"] = *fOpt.seed
}
if options["num_predict"] != *fOpt.maxTokens {
t.Errorf("Expected num_predict %d, got %v", *fOpt.maxTokens, options["num_predict"])
}
if options["temperature"] != *fOpt.temperature {
t.Errorf("Expected temperature %f, got %v", *fOpt.temperature, options["temperature"])
}
if options["seed"] != *fOpt.seed {
t.Errorf("Expected seed %d, got %v", *fOpt.seed, options["seed"])
}
}