| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | package server | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | import ( | 
					
						
							|  |  |  | 	"bytes" | 
					
						
							| 
									
										
										
										
											2024-08-03 06:55:34 +08:00
										 |  |  | 	"cmp" | 
					
						
							| 
									
										
										
										
											2025-01-15 11:01:24 +08:00
										 |  |  | 	"crypto/sha256" | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 	"encoding/json" | 
					
						
							|  |  |  | 	"fmt" | 
					
						
							|  |  |  | 	"io" | 
					
						
							|  |  |  | 	"net/http" | 
					
						
							|  |  |  | 	"net/http/httptest" | 
					
						
							|  |  |  | 	"os" | 
					
						
							|  |  |  | 	"path/filepath" | 
					
						
							|  |  |  | 	"slices" | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	"strings" | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 	"testing" | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	"github.com/gin-gonic/gin" | 
					
						
							| 
									
										
										
										
											2024-08-02 05:52:15 +08:00
										 |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 	"github.com/ollama/ollama/api" | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	"github.com/ollama/ollama/envconfig" | 
					
						
							| 
									
										
										
										
											2025-02-14 08:31:21 +08:00
										 |  |  | 	"github.com/ollama/ollama/fs/ggml" | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | ) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | var stream bool = false | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-05-07 02:20:48 +08:00
										 |  |  | func createBinFile(t *testing.T, kv map[string]any, ti []*ggml.Tensor) (string, string) { | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 	t.Helper() | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	t.Setenv("OLLAMA_MODELS", cmp.Or(os.Getenv("OLLAMA_MODELS"), t.TempDir())) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	modelDir := envconfig.Models() | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 
 | 
					
						
							|  |  |  | 	f, err := os.CreateTemp(t.TempDir(), "") | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 	defer f.Close() | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-02-14 08:31:21 +08:00
										 |  |  | 	if err := ggml.WriteGGUF(f, kv, ti); err != nil { | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	// Calculate sha256 of file
 | 
					
						
							|  |  |  | 	if _, err := f.Seek(0, 0); err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	digest, _ := GetSHA256Digest(f) | 
					
						
							|  |  |  | 	if err := f.Close(); err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	if err := createLink(f.Name(), filepath.Join(modelDir, "blobs", fmt.Sprintf("sha256-%s", strings.TrimPrefix(digest, "sha256:")))); err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	return f.Name(), digest | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | type responseRecorder struct { | 
					
						
							|  |  |  | 	*httptest.ResponseRecorder | 
					
						
							|  |  |  | 	http.CloseNotifier | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func NewRecorder() *responseRecorder { | 
					
						
							|  |  |  | 	return &responseRecorder{ | 
					
						
							|  |  |  | 		ResponseRecorder: httptest.NewRecorder(), | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func (t *responseRecorder) CloseNotify() <-chan bool { | 
					
						
							|  |  |  | 	return make(chan bool) | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func createRequest(t *testing.T, fn func(*gin.Context), body any) *httptest.ResponseRecorder { | 
					
						
							|  |  |  | 	t.Helper() | 
					
						
							| 
									
										
										
										
											2024-08-03 06:55:34 +08:00
										 |  |  | 	// if OLLAMA_MODELS is not set, set it to the temp directory
 | 
					
						
							|  |  |  | 	t.Setenv("OLLAMA_MODELS", cmp.Or(os.Getenv("OLLAMA_MODELS"), t.TempDir())) | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 
 | 
					
						
							|  |  |  | 	w := NewRecorder() | 
					
						
							|  |  |  | 	c, _ := gin.CreateTestContext(w) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	var b bytes.Buffer | 
					
						
							|  |  |  | 	if err := json.NewEncoder(&b).Encode(body); err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	c.Request = &http.Request{ | 
					
						
							|  |  |  | 		Body: io.NopCloser(&b), | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	fn(c) | 
					
						
							|  |  |  | 	return w.ResponseRecorder | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func checkFileExists(t *testing.T, p string, expect []string) { | 
					
						
							|  |  |  | 	t.Helper() | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	actual, err := filepath.Glob(p) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if !slices.Equal(actual, expect) { | 
					
						
							|  |  |  | 		t.Fatalf("expected slices to be equal %v", actual) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func TestCreateFromBin(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2024-07-14 08:46:24 +08:00
										 |  |  | 	gin.SetMode(gin.TestMode) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 	p := t.TempDir() | 
					
						
							|  |  |  | 	t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	var s Server | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 
 | 
					
						
							|  |  |  | 	_, digest := createBinFile(t, nil, nil) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:   "test", | 
					
						
							|  |  |  | 		Files:  map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 		Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		fmt.Println(w) | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-ca239d7bd8ea90e4a5d2e6bf88f8d74a47b14336e73eb4e18bed4dd325018116"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func TestCreateFromModel(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2024-07-14 08:46:24 +08:00
										 |  |  | 	gin.SetMode(gin.TestMode) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 	p := t.TempDir() | 
					
						
							|  |  |  | 	t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 	var s Server | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	_, digest := createBinFile(t, nil, nil) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:   "test", | 
					
						
							|  |  |  | 		Files:  map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 		Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w = createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:   "test2", | 
					
						
							|  |  |  | 		From:   "test", | 
					
						
							|  |  |  | 		Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-05-14 05:41:37 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-ca239d7bd8ea90e4a5d2e6bf88f8d74a47b14336e73eb4e18bed4dd325018116"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | } | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 
 | 
					
						
							|  |  |  | func TestCreateRemovesLayers(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2024-07-14 08:46:24 +08:00
										 |  |  | 	gin.SetMode(gin.TestMode) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	p := t.TempDir() | 
					
						
							|  |  |  | 	t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 	var s Server | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	_, digest := createBinFile(t, nil, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:     "test", | 
					
						
							|  |  |  | 		Files:    map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 		Template: "{{ .Prompt }}", | 
					
						
							|  |  |  | 		Stream:   &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-b507b9c2f6ca642bffcd06665ea7c91f235fd32daeefdf875a0f938db05fb315"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-bc80b03733773e0728011b2f4adf34c458b400e1aad48cb28d61170f3a2ad2d6"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w = createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:     "test", | 
					
						
							|  |  |  | 		Files:    map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 		Template: "{{ .System }} {{ .Prompt }}", | 
					
						
							|  |  |  | 		Stream:   &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-8f2c2167d789c6b2302dff965160fa5029f6a24096d262c1cbb469f21a045382"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-fe7ac77b725cda2ccad03f88a880ecdfd7a33192d6cae08fce2c0ee1455991ed"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func TestCreateUnsetsSystem(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2024-07-14 08:46:24 +08:00
										 |  |  | 	gin.SetMode(gin.TestMode) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	p := t.TempDir() | 
					
						
							|  |  |  | 	t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 	var s Server | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	_, digest := createBinFile(t, nil, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:   "test", | 
					
						
							|  |  |  | 		Files:  map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 		System: "Say hi!", | 
					
						
							|  |  |  | 		Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-8585df945d1069bc78b79bd10bb73ba07fbc29b0f5479a31a601c0d12731416e"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-f29e82a8284dbdf5910b1555580ff60b04238b8da9d5e51159ada67a4d0d5851"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w = createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:   "test", | 
					
						
							|  |  |  | 		Files:  map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 		System: "", | 
					
						
							|  |  |  | 		Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		filepath.Join(p, "blobs", "sha256-ca239d7bd8ea90e4a5d2e6bf88f8d74a47b14336e73eb4e18bed4dd325018116"), | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func TestCreateMergeParameters(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2024-07-14 08:46:24 +08:00
										 |  |  | 	gin.SetMode(gin.TestMode) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	p := t.TempDir() | 
					
						
							|  |  |  | 	t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 	var s Server | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	_, digest := createBinFile(t, nil, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:  "test", | 
					
						
							|  |  |  | 		Files: map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 		Parameters: map[string]any{ | 
					
						
							|  |  |  | 			"temperature": 1, | 
					
						
							|  |  |  | 			"top_k":       10, | 
					
						
							|  |  |  | 			"stop":        []string{"USER:", "ASSISTANT:"}, | 
					
						
							|  |  |  | 		}, | 
					
						
							|  |  |  | 		Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-1d0ad71299d48c2fb7ae2b98e683643e771f8a5b72be34942af90d97a91c1e37"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-4a384beaf47a9cbe452dfa5ab70eea691790f3b35a832d12933a1996685bf2b6"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	// in order to merge parameters, the second model must be created FROM the first
 | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w = createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name: "test2", | 
					
						
							|  |  |  | 		From: "test", | 
					
						
							|  |  |  | 		Parameters: map[string]any{ | 
					
						
							|  |  |  | 			"temperature": 0.6, | 
					
						
							|  |  |  | 			"top_p":       0.7, | 
					
						
							|  |  |  | 		}, | 
					
						
							|  |  |  | 		Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	// Display contents of each blob in the directory
 | 
					
						
							|  |  |  | 	blobDir := filepath.Join(p, "blobs") | 
					
						
							|  |  |  | 	entries, err := os.ReadDir(blobDir) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatalf("failed to read blobs directory: %v", err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	for _, entry := range entries { | 
					
						
							|  |  |  | 		blobPath := filepath.Join(blobDir, entry.Name()) | 
					
						
							|  |  |  | 		content, err := os.ReadFile(blobPath) | 
					
						
							|  |  |  | 		if err != nil { | 
					
						
							|  |  |  | 			t.Fatalf("failed to read blob %s: %v", entry.Name(), err) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 		t.Logf("Contents of %s:\n%s", entry.Name(), string(content)) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-1d0ad71299d48c2fb7ae2b98e683643e771f8a5b72be34942af90d97a91c1e37"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-4a384beaf47a9cbe452dfa5ab70eea691790f3b35a832d12933a1996685bf2b6"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-4cd9d4ba6b734d9b4cbd1e5caa60374c00722e993fce5e1e2d15a33698f71187"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-e29a7b3c47287a2489c895d21fe413c20f859a85d20e749492f52a838e36e1ba"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	actual, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-e29a7b3c47287a2489c895d21fe413c20f859a85d20e749492f52a838e36e1ba")) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	expect, err := json.Marshal(map[string]any{"temperature": 0.6, "top_k": 10, "top_p": 0.7, "stop": []string{"USER:", "ASSISTANT:"}}) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if !bytes.Equal(bytes.TrimSpace(expect), bytes.TrimSpace(actual)) { | 
					
						
							|  |  |  | 		t.Errorf("expected %s, actual %s", string(expect), string(actual)) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	// slices are replaced
 | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w = createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name: "test2", | 
					
						
							|  |  |  | 		From: "test", | 
					
						
							|  |  |  | 		Parameters: map[string]any{ | 
					
						
							|  |  |  | 			"temperature": 0.6, | 
					
						
							|  |  |  | 			"top_p":       0.7, | 
					
						
							|  |  |  | 			"stop":        []string{"<|endoftext|>"}, | 
					
						
							|  |  |  | 		}, | 
					
						
							|  |  |  | 		Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-12f58bb75cb3042d69a7e013ab87fb3c3c7088f50ddc62f0c77bd332f0d44d35"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-1d0ad71299d48c2fb7ae2b98e683643e771f8a5b72be34942af90d97a91c1e37"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-257aa726584f24970a4f240765e75a7169bfbe7f4966c1f04513d6b6c860583a"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-4a384beaf47a9cbe452dfa5ab70eea691790f3b35a832d12933a1996685bf2b6"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	actual, err = os.ReadFile(filepath.Join(p, "blobs", "sha256-12f58bb75cb3042d69a7e013ab87fb3c3c7088f50ddc62f0c77bd332f0d44d35")) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	expect, err = json.Marshal(map[string]any{"temperature": 0.6, "top_k": 10, "top_p": 0.7, "stop": []string{"<|endoftext|>"}}) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if !bytes.Equal(bytes.TrimSpace(expect), bytes.TrimSpace(actual)) { | 
					
						
							|  |  |  | 		t.Errorf("expected %s, actual %s", string(expect), string(actual)) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func TestCreateReplacesMessages(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2024-07-14 08:46:24 +08:00
										 |  |  | 	gin.SetMode(gin.TestMode) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	p := t.TempDir() | 
					
						
							|  |  |  | 	t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 	var s Server | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	_, digest := createBinFile(t, nil, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:  "test", | 
					
						
							|  |  |  | 		Files: map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 		Messages: []api.Message{ | 
					
						
							|  |  |  | 			{ | 
					
						
							|  |  |  | 				Role:    "assistant", | 
					
						
							|  |  |  | 				Content: "What is my purpose?", | 
					
						
							|  |  |  | 			}, | 
					
						
							|  |  |  | 			{ | 
					
						
							|  |  |  | 				Role:    "user", | 
					
						
							|  |  |  | 				Content: "You run tests.", | 
					
						
							|  |  |  | 			}, | 
					
						
							|  |  |  | 			{ | 
					
						
							|  |  |  | 				Role:    "assistant", | 
					
						
							|  |  |  | 				Content: "Oh, my god.", | 
					
						
							|  |  |  | 			}, | 
					
						
							|  |  |  | 		}, | 
					
						
							|  |  |  | 		Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-298baeaf6928a60cf666d88d64a1ba606feb43a2865687c39e40652e407bffc4"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-e0e27d47045063ccb167ae852c51d49a98eab33fabaee4633fdddf97213e40b5"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w = createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name: "test2", | 
					
						
							|  |  |  | 		From: "test", | 
					
						
							|  |  |  | 		Messages: []api.Message{ | 
					
						
							|  |  |  | 			{ | 
					
						
							|  |  |  | 				Role:    "assistant", | 
					
						
							|  |  |  | 				Content: "You're a test, Harry.", | 
					
						
							|  |  |  | 			}, | 
					
						
							|  |  |  | 			{ | 
					
						
							|  |  |  | 				Role:    "user", | 
					
						
							|  |  |  | 				Content: "I-I'm a what?", | 
					
						
							|  |  |  | 			}, | 
					
						
							|  |  |  | 			{ | 
					
						
							|  |  |  | 				Role:    "assistant", | 
					
						
							|  |  |  | 				Content: "A test. And a thumping good one at that, I'd wager.", | 
					
						
							|  |  |  | 			}, | 
					
						
							|  |  |  | 		}, | 
					
						
							|  |  |  | 		Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	// Old layers will not have been pruned
 | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-298baeaf6928a60cf666d88d64a1ba606feb43a2865687c39e40652e407bffc4"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a60ecc9da299ec7ede453f99236e5577fd125e143689b646d9f0ddc9971bf4db"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-e0e27d47045063ccb167ae852c51d49a98eab33fabaee4633fdddf97213e40b5"), | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		filepath.Join(p, "blobs", "sha256-f4e2c3690efef1b4b63ba1e1b2744ffeb6a7438a0110b86596069f6d9999c80b"), | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	type message struct { | 
					
						
							|  |  |  | 		Role    string `json:"role"` | 
					
						
							|  |  |  | 		Content string `json:"content"` | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	f, err := os.Open(filepath.Join(p, "blobs", "sha256-a60ecc9da299ec7ede453f99236e5577fd125e143689b646d9f0ddc9971bf4db")) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 	defer f.Close() | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	var actual []message | 
					
						
							|  |  |  | 	if err := json.NewDecoder(f).Decode(&actual); err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	expect := []message{ | 
					
						
							|  |  |  | 		{Role: "assistant", Content: "You're a test, Harry."}, | 
					
						
							|  |  |  | 		{Role: "user", Content: "I-I'm a what?"}, | 
					
						
							|  |  |  | 		{Role: "assistant", Content: "A test. And a thumping good one at that, I'd wager."}, | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if !slices.Equal(actual, expect) { | 
					
						
							|  |  |  | 		t.Errorf("expected %s, actual %s", expect, actual) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func TestCreateTemplateSystem(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2024-07-14 08:46:24 +08:00
										 |  |  | 	gin.SetMode(gin.TestMode) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	p := t.TempDir() | 
					
						
							|  |  |  | 	t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 	var s Server | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	_, digest := createBinFile(t, nil, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:     "test", | 
					
						
							|  |  |  | 		Files:    map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 		Template: "{{ .System }} {{ .Prompt }}", | 
					
						
							|  |  |  | 		System:   "Say bye!", | 
					
						
							|  |  |  | 		Stream:   &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-2b5e330885117c82f3fd75169ea323e141070a2947c11ddb9f79ee0b01c589c1"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-4c5f51faac758fecaff8db42f0b7382891a4d0c0bb885f7b86be88c814a7cc86"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-fe7ac77b725cda2ccad03f88a880ecdfd7a33192d6cae08fce2c0ee1455991ed"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	template, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-fe7ac77b725cda2ccad03f88a880ecdfd7a33192d6cae08fce2c0ee1455991ed")) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if string(template) != "{{ .System }} {{ .Prompt }}" { | 
					
						
							|  |  |  | 		t.Errorf("expected \"{{ .System }} {{ .Prompt }}\", actual %s", template) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	system, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-4c5f51faac758fecaff8db42f0b7382891a4d0c0bb885f7b86be88c814a7cc86")) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if string(system) != "Say bye!" { | 
					
						
							|  |  |  | 		t.Errorf("expected \"Say bye!\", actual %s", system) | 
					
						
							|  |  |  | 	} | 
					
						
							| 
									
										
										
										
											2024-07-20 06:24:29 +08:00
										 |  |  | 
 | 
					
						
							|  |  |  | 	t.Run("incomplete template", func(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		_, digest := createBinFile(t, nil, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 		w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 			Name:     "test", | 
					
						
							|  |  |  | 			Files:    map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 			Template: "{{ .Prompt", | 
					
						
							|  |  |  | 			Stream:   &stream, | 
					
						
							| 
									
										
										
										
											2024-07-20 06:24:29 +08:00
										 |  |  | 		}) | 
					
						
							| 
									
										
										
										
											2024-08-02 05:52:15 +08:00
										 |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-07-20 06:24:29 +08:00
										 |  |  | 		if w.Code != http.StatusBadRequest { | 
					
						
							|  |  |  | 			t.Fatalf("expected status code 400, actual %d", w.Code) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	t.Run("template with unclosed if", func(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		_, digest := createBinFile(t, nil, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 		w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 			Name:     "test", | 
					
						
							|  |  |  | 			Files:    map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 			Template: "{{ if .Prompt }}", | 
					
						
							|  |  |  | 			Stream:   &stream, | 
					
						
							| 
									
										
										
										
											2024-07-20 06:24:29 +08:00
										 |  |  | 		}) | 
					
						
							| 
									
										
										
										
											2024-08-02 05:52:15 +08:00
										 |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-07-20 06:24:29 +08:00
										 |  |  | 		if w.Code != http.StatusBadRequest { | 
					
						
							|  |  |  | 			t.Fatalf("expected status code 400, actual %d", w.Code) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	t.Run("template with undefined function", func(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		_, digest := createBinFile(t, nil, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 		w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 			Name:     "test", | 
					
						
							|  |  |  | 			Files:    map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 			Template: "{{ Prompt }}", | 
					
						
							|  |  |  | 			Stream:   &stream, | 
					
						
							| 
									
										
										
										
											2024-07-20 06:24:29 +08:00
										 |  |  | 		}) | 
					
						
							| 
									
										
										
										
											2024-08-02 05:52:15 +08:00
										 |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-07-20 06:24:29 +08:00
										 |  |  | 		if w.Code != http.StatusBadRequest { | 
					
						
							|  |  |  | 			t.Fatalf("expected status code 400, actual %d", w.Code) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 	}) | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | func TestCreateLicenses(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2024-07-14 08:46:24 +08:00
										 |  |  | 	gin.SetMode(gin.TestMode) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	p := t.TempDir() | 
					
						
							|  |  |  | 	t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 	var s Server | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 	_, digest := createBinFile(t, nil, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 	w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		Name:    "test", | 
					
						
							|  |  |  | 		Files:   map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 		License: []string{"MIT", "Apache-2.0"}, | 
					
						
							|  |  |  | 		Stream:  &stream, | 
					
						
							| 
									
										
										
										
											2024-05-09 05:36:08 +08:00
										 |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 		t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-2af71558e438db0b73a20beab92dc278a94e1bbe974c00c1a33e3ab62d53a608"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-79a39c37536ddee29cbadd5d5e2dcba8ed7f03e431f626ff38432c1c866bb7e2"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 		filepath.Join(p, "blobs", "sha256-e5dcffe836b6ec8a58e492419b550e65fb8cbdc308503979e5dacb33ac7ea3b7"), | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	mit, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-e5dcffe836b6ec8a58e492419b550e65fb8cbdc308503979e5dacb33ac7ea3b7")) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if string(mit) != "MIT" { | 
					
						
							|  |  |  | 		t.Errorf("expected MIT, actual %s", mit) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	apache, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-2af71558e438db0b73a20beab92dc278a94e1bbe974c00c1a33e3ab62d53a608")) | 
					
						
							|  |  |  | 	if err != nil { | 
					
						
							|  |  |  | 		t.Fatal(err) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	if string(apache) != "Apache-2.0" { | 
					
						
							|  |  |  | 		t.Errorf("expected Apache-2.0, actual %s", apache) | 
					
						
							|  |  |  | 	} | 
					
						
							|  |  |  | } | 
					
						
							| 
									
										
										
										
											2024-06-07 23:55:46 +08:00
										 |  |  | 
 | 
					
						
							|  |  |  | func TestCreateDetectTemplate(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2024-07-14 08:46:24 +08:00
										 |  |  | 	gin.SetMode(gin.TestMode) | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2024-06-07 23:55:46 +08:00
										 |  |  | 	p := t.TempDir() | 
					
						
							|  |  |  | 	t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 	var s Server | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	t.Run("matched", func(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2025-02-14 08:31:21 +08:00
										 |  |  | 		_, digest := createBinFile(t, ggml.KV{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 			"tokenizer.chat_template": "{{ bos_token }}{% for message in messages %}{{'<|' + message['role'] + '|>' + '\n' + message['content'] + '<|end|>\n' }}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% else %}{{ eos_token }}{% endif %}", | 
					
						
							|  |  |  | 		}, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 		w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 			Name:   "test", | 
					
						
							|  |  |  | 			Files:  map[string]string{"test.gguf": digest}, | 
					
						
							| 
									
										
										
										
											2024-06-07 23:55:46 +08:00
										 |  |  | 			Stream: &stream, | 
					
						
							|  |  |  | 		}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 			t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							| 
									
										
										
										
											2024-07-06 08:31:23 +08:00
										 |  |  | 			filepath.Join(p, "blobs", "sha256-0d79f567714c62c048378f2107fb332dabee0135d080c302d884317da9433cc5"), | 
					
						
							| 
									
										
										
										
											2024-08-28 02:34:30 +08:00
										 |  |  | 			filepath.Join(p, "blobs", "sha256-35360843d0c84fb1506952a131bbef13cd2bb4a541251f22535170c05b56e672"), | 
					
						
							| 
									
										
										
										
											2024-06-07 23:55:46 +08:00
										 |  |  | 			filepath.Join(p, "blobs", "sha256-553c4a3f747b3d22a4946875f1cc8ed011c2930d83f864a0c7265f9ec0a20413"), | 
					
						
							| 
									
										
										
										
											2024-08-28 02:34:30 +08:00
										 |  |  | 			filepath.Join(p, "blobs", "sha256-de3959f841e9ef6b4b6255fa41cb9e0a45da89c3066aa72bdd07a4747f848990"), | 
					
						
							| 
									
										
										
										
											2024-06-07 23:55:46 +08:00
										 |  |  | 		}) | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	t.Run("unmatched", func(t *testing.T) { | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 		_, digest := createBinFile(t, nil, nil) | 
					
						
							| 
									
										
										
										
											2024-08-27 10:36:11 +08:00
										 |  |  | 		w := createRequest(t, s.CreateHandler, api.CreateRequest{ | 
					
						
							| 
									
										
										
										
											2025-01-01 10:02:30 +08:00
										 |  |  | 			Name:   "test", | 
					
						
							|  |  |  | 			Files:  map[string]string{"test.gguf": digest}, | 
					
						
							|  |  |  | 			Stream: &stream, | 
					
						
							| 
									
										
										
										
											2024-06-07 23:55:46 +08:00
										 |  |  | 		}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		if w.Code != http.StatusOK { | 
					
						
							|  |  |  | 			t.Fatalf("expected status code 200, actual %d", w.Code) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{ | 
					
						
							|  |  |  | 			filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"), | 
					
						
							|  |  |  | 			filepath.Join(p, "blobs", "sha256-ca239d7bd8ea90e4a5d2e6bf88f8d74a47b14336e73eb4e18bed4dd325018116"), | 
					
						
							|  |  |  | 		}) | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | } | 
					
						
							| 
									
										
										
										
											2025-01-15 11:01:24 +08:00
										 |  |  | 
 | 
					
						
							|  |  |  | func TestDetectModelTypeFromFiles(t *testing.T) { | 
					
						
							|  |  |  | 	t.Run("gguf file", func(t *testing.T) { | 
					
						
							|  |  |  | 		_, digest := createBinFile(t, nil, nil) | 
					
						
							|  |  |  | 		files := map[string]string{ | 
					
						
							|  |  |  | 			"model.gguf": digest, | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		modelType := detectModelTypeFromFiles(files) | 
					
						
							|  |  |  | 		if modelType != "gguf" { | 
					
						
							|  |  |  | 			t.Fatalf("expected model type 'gguf', got %q", modelType) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	t.Run("gguf file w/o extension", func(t *testing.T) { | 
					
						
							|  |  |  | 		_, digest := createBinFile(t, nil, nil) | 
					
						
							|  |  |  | 		files := map[string]string{ | 
					
						
							|  |  |  | 			fmt.Sprintf("%x", digest): digest, | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		modelType := detectModelTypeFromFiles(files) | 
					
						
							|  |  |  | 		if modelType != "gguf" { | 
					
						
							|  |  |  | 			t.Fatalf("expected model type 'gguf', got %q", modelType) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	t.Run("safetensors file", func(t *testing.T) { | 
					
						
							|  |  |  | 		files := map[string]string{ | 
					
						
							|  |  |  | 			"model.safetensors": "sha256:abc123", | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		modelType := detectModelTypeFromFiles(files) | 
					
						
							|  |  |  | 		if modelType != "safetensors" { | 
					
						
							|  |  |  | 			t.Fatalf("expected model type 'safetensors', got %q", modelType) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	t.Run("unsupported file type", func(t *testing.T) { | 
					
						
							|  |  |  | 		p := t.TempDir() | 
					
						
							|  |  |  | 		t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		data := []byte("12345678") | 
					
						
							|  |  |  | 		digest := fmt.Sprintf("sha256:%x", sha256.Sum256(data)) | 
					
						
							|  |  |  | 		if err := os.MkdirAll(filepath.Join(p, "blobs"), 0o755); err != nil { | 
					
						
							|  |  |  | 			t.Fatal(err) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		f, err := os.Create(filepath.Join(p, "blobs", fmt.Sprintf("sha256-%s", strings.TrimPrefix(digest, "sha256:")))) | 
					
						
							|  |  |  | 		if err != nil { | 
					
						
							|  |  |  | 			t.Fatal(err) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 		defer f.Close() | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		if _, err := f.Write(data); err != nil { | 
					
						
							|  |  |  | 			t.Fatal(err) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		files := map[string]string{ | 
					
						
							|  |  |  | 			"model.bin": digest, | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		modelType := detectModelTypeFromFiles(files) | 
					
						
							|  |  |  | 		if modelType != "" { | 
					
						
							|  |  |  | 			t.Fatalf("expected empty model type for unsupported file, got %q", modelType) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 	t.Run("file with less than 4 bytes", func(t *testing.T) { | 
					
						
							|  |  |  | 		p := t.TempDir() | 
					
						
							|  |  |  | 		t.Setenv("OLLAMA_MODELS", p) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		data := []byte("123") | 
					
						
							|  |  |  | 		digest := fmt.Sprintf("sha256:%x", sha256.Sum256(data)) | 
					
						
							|  |  |  | 		if err := os.MkdirAll(filepath.Join(p, "blobs"), 0o755); err != nil { | 
					
						
							|  |  |  | 			t.Fatal(err) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		f, err := os.Create(filepath.Join(p, "blobs", fmt.Sprintf("sha256-%s", strings.TrimPrefix(digest, "sha256:")))) | 
					
						
							|  |  |  | 		if err != nil { | 
					
						
							|  |  |  | 			t.Fatal(err) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 		defer f.Close() | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		if _, err := f.Write(data); err != nil { | 
					
						
							|  |  |  | 			t.Fatal(err) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		files := map[string]string{ | 
					
						
							|  |  |  | 			"noext": digest, | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 		modelType := detectModelTypeFromFiles(files) | 
					
						
							|  |  |  | 		if modelType != "" { | 
					
						
							|  |  |  | 			t.Fatalf("expected empty model type for small file, got %q", modelType) | 
					
						
							|  |  |  | 		} | 
					
						
							|  |  |  | 	}) | 
					
						
							|  |  |  | } |