528 lines
18 KiB
Go
528 lines
18 KiB
Go
package server
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import (
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"bytes"
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"encoding/binary"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"net/http/httptest"
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"os"
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"path/filepath"
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"slices"
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"testing"
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"github.com/gin-gonic/gin"
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"github.com/ollama/ollama/api"
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)
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var stream bool = false
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func createBinFile(t *testing.T) string {
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t.Helper()
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f, err := os.CreateTemp(t.TempDir(), "")
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if err != nil {
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t.Fatal(err)
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}
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defer f.Close()
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if err := binary.Write(f, binary.LittleEndian, []byte("GGUF")); err != nil {
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t.Fatal(err)
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}
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if err := binary.Write(f, binary.LittleEndian, uint32(3)); err != nil {
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t.Fatal(err)
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}
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if err := binary.Write(f, binary.LittleEndian, uint64(0)); err != nil {
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t.Fatal(err)
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}
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if err := binary.Write(f, binary.LittleEndian, uint64(0)); err != nil {
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t.Fatal(err)
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}
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return f.Name()
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}
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type responseRecorder struct {
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*httptest.ResponseRecorder
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http.CloseNotifier
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}
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func NewRecorder() *responseRecorder {
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return &responseRecorder{
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ResponseRecorder: httptest.NewRecorder(),
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}
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}
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func (t *responseRecorder) CloseNotify() <-chan bool {
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return make(chan bool)
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}
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func createRequest(t *testing.T, fn func(*gin.Context), body any) *httptest.ResponseRecorder {
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t.Helper()
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w := NewRecorder()
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c, _ := gin.CreateTestContext(w)
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var b bytes.Buffer
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if err := json.NewEncoder(&b).Encode(body); err != nil {
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t.Fatal(err)
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}
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c.Request = &http.Request{
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Body: io.NopCloser(&b),
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}
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fn(c)
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return w.ResponseRecorder
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}
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func checkFileExists(t *testing.T, p string, expect []string) {
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t.Helper()
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actual, err := filepath.Glob(p)
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if err != nil {
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t.Fatal(err)
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}
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if !slices.Equal(actual, expect) {
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t.Fatalf("expected slices to be equal %v", actual)
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}
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}
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func TestCreateFromBin(t *testing.T) {
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p := t.TempDir()
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t.Setenv("OLLAMA_MODELS", p)
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var s Server
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w := createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test",
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Modelfile: fmt.Sprintf("FROM %s", createBinFile(t)),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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})
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checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
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filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
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filepath.Join(p, "blobs", "sha256-ca239d7bd8ea90e4a5d2e6bf88f8d74a47b14336e73eb4e18bed4dd325018116"),
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})
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}
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func TestCreateFromModel(t *testing.T) {
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p := t.TempDir()
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t.Setenv("OLLAMA_MODELS", p)
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var s Server
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w := createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test",
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Modelfile: fmt.Sprintf("FROM %s", createBinFile(t)),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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})
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w = createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test2",
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Modelfile: "FROM test",
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"),
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})
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checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
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filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
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filepath.Join(p, "blobs", "sha256-ca239d7bd8ea90e4a5d2e6bf88f8d74a47b14336e73eb4e18bed4dd325018116"),
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})
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}
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func TestCreateRemovesLayers(t *testing.T) {
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p := t.TempDir()
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t.Setenv("OLLAMA_MODELS", p)
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var s Server
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w := createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test",
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Modelfile: fmt.Sprintf("FROM %s\nTEMPLATE {{ .Prompt }}", createBinFile(t)),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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})
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checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
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filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
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filepath.Join(p, "blobs", "sha256-b507b9c2f6ca642bffcd06665ea7c91f235fd32daeefdf875a0f938db05fb315"),
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filepath.Join(p, "blobs", "sha256-bc80b03733773e0728011b2f4adf34c458b400e1aad48cb28d61170f3a2ad2d6"),
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})
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w = createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test",
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Modelfile: fmt.Sprintf("FROM %s\nTEMPLATE {{ .System }} {{ .Prompt }}", createBinFile(t)),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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})
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checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
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filepath.Join(p, "blobs", "sha256-8f2c2167d789c6b2302dff965160fa5029f6a24096d262c1cbb469f21a045382"),
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filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
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filepath.Join(p, "blobs", "sha256-fe7ac77b725cda2ccad03f88a880ecdfd7a33192d6cae08fce2c0ee1455991ed"),
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})
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}
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func TestCreateUnsetsSystem(t *testing.T) {
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p := t.TempDir()
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t.Setenv("OLLAMA_MODELS", p)
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var s Server
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w := createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test",
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Modelfile: fmt.Sprintf("FROM %s\nSYSTEM Say hi!", createBinFile(t)),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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})
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checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
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filepath.Join(p, "blobs", "sha256-8585df945d1069bc78b79bd10bb73ba07fbc29b0f5479a31a601c0d12731416e"),
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filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
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filepath.Join(p, "blobs", "sha256-f29e82a8284dbdf5910b1555580ff60b04238b8da9d5e51159ada67a4d0d5851"),
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})
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w = createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test",
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Modelfile: fmt.Sprintf("FROM %s\nSYSTEM \"\"", createBinFile(t)),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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})
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checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
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filepath.Join(p, "blobs", "sha256-67d4b8d106af2a5b100a46e9bdc038c71eef2a35c9abac784092654212f97cf5"),
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filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
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filepath.Join(p, "blobs", "sha256-e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"),
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})
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bts, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"))
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if err != nil {
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t.Fatal(err)
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}
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if string(bts) != "" {
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t.Fatalf("expected empty string, actual %s", string(bts))
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}
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}
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func TestCreateMergeParameters(t *testing.T) {
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p := t.TempDir()
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t.Setenv("OLLAMA_MODELS", p)
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var s Server
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w := createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test",
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Modelfile: fmt.Sprintf("FROM %s\nPARAMETER temperature 1\nPARAMETER top_k 10\nPARAMETER stop USER:\nPARAMETER stop ASSISTANT:", createBinFile(t)),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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})
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checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
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filepath.Join(p, "blobs", "sha256-1d0ad71299d48c2fb7ae2b98e683643e771f8a5b72be34942af90d97a91c1e37"),
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filepath.Join(p, "blobs", "sha256-4a384beaf47a9cbe452dfa5ab70eea691790f3b35a832d12933a1996685bf2b6"),
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filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
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})
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// in order to merge parameters, the second model must be created FROM the first
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w = createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test2",
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Modelfile: "FROM test\nPARAMETER temperature 0.6\nPARAMETER top_p 0.7",
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"),
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})
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checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
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filepath.Join(p, "blobs", "sha256-1d0ad71299d48c2fb7ae2b98e683643e771f8a5b72be34942af90d97a91c1e37"),
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filepath.Join(p, "blobs", "sha256-4a384beaf47a9cbe452dfa5ab70eea691790f3b35a832d12933a1996685bf2b6"),
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filepath.Join(p, "blobs", "sha256-4cd9d4ba6b734d9b4cbd1e5caa60374c00722e993fce5e1e2d15a33698f71187"),
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filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
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filepath.Join(p, "blobs", "sha256-e29a7b3c47287a2489c895d21fe413c20f859a85d20e749492f52a838e36e1ba"),
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})
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actual, err := os.ReadFile(filepath.Join(p, "blobs", "sha256-e29a7b3c47287a2489c895d21fe413c20f859a85d20e749492f52a838e36e1ba"))
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if err != nil {
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t.Fatal(err)
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}
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expect, err := json.Marshal(map[string]any{"temperature": 0.6, "top_k": 10, "top_p": 0.7, "stop": []string{"USER:", "ASSISTANT:"}})
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if err != nil {
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t.Fatal(err)
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}
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if !bytes.Equal(bytes.TrimSpace(expect), bytes.TrimSpace(actual)) {
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t.Errorf("expected %s, actual %s", string(expect), string(actual))
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}
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// slices are replaced
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w = createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test2",
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Modelfile: "FROM test\nPARAMETER temperature 0.6\nPARAMETER top_p 0.7\nPARAMETER stop <|endoftext|>",
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"),
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})
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checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
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filepath.Join(p, "blobs", "sha256-12f58bb75cb3042d69a7e013ab87fb3c3c7088f50ddc62f0c77bd332f0d44d35"),
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filepath.Join(p, "blobs", "sha256-1d0ad71299d48c2fb7ae2b98e683643e771f8a5b72be34942af90d97a91c1e37"),
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filepath.Join(p, "blobs", "sha256-257aa726584f24970a4f240765e75a7169bfbe7f4966c1f04513d6b6c860583a"),
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filepath.Join(p, "blobs", "sha256-4a384beaf47a9cbe452dfa5ab70eea691790f3b35a832d12933a1996685bf2b6"),
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filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
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})
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actual, err = os.ReadFile(filepath.Join(p, "blobs", "sha256-12f58bb75cb3042d69a7e013ab87fb3c3c7088f50ddc62f0c77bd332f0d44d35"))
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if err != nil {
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t.Fatal(err)
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}
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expect, err = json.Marshal(map[string]any{"temperature": 0.6, "top_k": 10, "top_p": 0.7, "stop": []string{"<|endoftext|>"}})
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if err != nil {
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t.Fatal(err)
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}
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if !bytes.Equal(bytes.TrimSpace(expect), bytes.TrimSpace(actual)) {
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t.Errorf("expected %s, actual %s", string(expect), string(actual))
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}
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}
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func TestCreateReplacesMessages(t *testing.T) {
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p := t.TempDir()
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t.Setenv("OLLAMA_MODELS", p)
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var s Server
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w := createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test",
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Modelfile: fmt.Sprintf("FROM %s\nMESSAGE assistant \"What is my purpose?\"\nMESSAGE user \"You run tests.\"\nMESSAGE assistant \"Oh, my god.\"", createBinFile(t)),
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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})
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checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
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filepath.Join(p, "blobs", "sha256-298baeaf6928a60cf666d88d64a1ba606feb43a2865687c39e40652e407bffc4"),
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filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
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filepath.Join(p, "blobs", "sha256-e0e27d47045063ccb167ae852c51d49a98eab33fabaee4633fdddf97213e40b5"),
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})
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w = createRequest(t, s.CreateModelHandler, api.CreateRequest{
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Name: "test2",
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Modelfile: "FROM test\nMESSAGE assistant \"You're a test, Harry.\"\nMESSAGE user \"I-I'm a what?\"\nMESSAGE assistant \"A test. And a thumping good one at that, I'd wager.\"",
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Stream: &stream,
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})
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if w.Code != http.StatusOK {
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t.Fatalf("expected status code 200, actual %d", w.Code)
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}
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checkFileExists(t, filepath.Join(p, "manifests", "*", "*", "*", "*"), []string{
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test", "latest"),
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filepath.Join(p, "manifests", "registry.ollama.ai", "library", "test2", "latest"),
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})
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|
|
checkFileExists(t, filepath.Join(p, "blobs", "*"), []string{
|
|
filepath.Join(p, "blobs", "sha256-298baeaf6928a60cf666d88d64a1ba606feb43a2865687c39e40652e407bffc4"),
|
|
filepath.Join(p, "blobs", "sha256-4f48b25fe9969564c82f58eb1cedbdff6484cc0baf474bc6c2a9b37c8da3362a"),
|
|
filepath.Join(p, "blobs", "sha256-a4e5e156ddec27e286f75328784d7106b60a4eb1d246e950a001a3f944fbda99"),
|
|
filepath.Join(p, "blobs", "sha256-a60ecc9da299ec7ede453f99236e5577fd125e143689b646d9f0ddc9971bf4db"),
|
|
filepath.Join(p, "blobs", "sha256-e0e27d47045063ccb167ae852c51d49a98eab33fabaee4633fdddf97213e40b5"),
|
|
})
|
|
|
|
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) {
|
|
p := t.TempDir()
|
|
t.Setenv("OLLAMA_MODELS", p)
|
|
var s Server
|
|
|
|
w := createRequest(t, s.CreateModelHandler, api.CreateRequest{
|
|
Name: "test",
|
|
Modelfile: fmt.Sprintf("FROM %s\nTEMPLATE {{ .Prompt }}\nSYSTEM Say hello!\nTEMPLATE {{ .System }} {{ .Prompt }}\nSYSTEM Say bye!", createBinFile(t)),
|
|
Stream: &stream,
|
|
})
|
|
|
|
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)
|
|
}
|
|
}
|
|
|
|
func TestCreateLicenses(t *testing.T) {
|
|
p := t.TempDir()
|
|
t.Setenv("OLLAMA_MODELS", p)
|
|
var s Server
|
|
|
|
w := createRequest(t, s.CreateModelHandler, api.CreateRequest{
|
|
Name: "test",
|
|
Modelfile: fmt.Sprintf("FROM %s\nLICENSE MIT\nLICENSE Apache-2.0", createBinFile(t)),
|
|
Stream: &stream,
|
|
})
|
|
|
|
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)
|
|
}
|
|
}
|