Gallery repository (#663)

Signed-off-by: mudler <mudler@localai.io>
This commit is contained in:
Ettore Di Giacinto 2023-06-24 08:18:17 +02:00 committed by GitHub
parent 2a45a99737
commit 60db5957d3
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GPG key ID: 4AEE18F83AFDEB23
15 changed files with 644 additions and 194 deletions

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@ -13,6 +13,7 @@ import (
"runtime"
. "github.com/go-skynet/LocalAI/api"
"github.com/go-skynet/LocalAI/pkg/gallery"
"github.com/go-skynet/LocalAI/pkg/model"
"github.com/gofiber/fiber/v2"
. "github.com/onsi/ginkgo/v2"
@ -24,6 +25,7 @@ import (
)
type modelApplyRequest struct {
ID string `json:"id"`
URL string `json:"url"`
Name string `json:"name"`
Overrides map[string]string `json:"overrides"`
@ -52,6 +54,35 @@ func getModelStatus(url string) (response map[string]interface{}) {
}
return
}
func getModels(url string) (response []gallery.GalleryModel) {
//url := "http://localhost:AI/models/apply"
// Create the request payload
// Create the HTTP request
resp, err := http.Get(url)
if err != nil {
return nil
}
defer resp.Body.Close()
body, err := ioutil.ReadAll(resp.Body)
if err != nil {
fmt.Println("Error reading response body:", err)
return
}
// Unmarshal the response into a map[string]interface{}
err = json.Unmarshal(body, &response)
if err != nil {
fmt.Println("Error unmarshaling JSON response:", err)
return
}
return
}
func postModelApplyRequest(url string, request modelApplyRequest) (response map[string]interface{}) {
//url := "http://localhost:AI/models/apply"
@ -118,7 +149,33 @@ var _ = Describe("API test", func() {
modelLoader = model.NewModelLoader(tmpdir)
c, cancel = context.WithCancel(context.Background())
app, err = App(WithContext(c), WithModelLoader(modelLoader), WithBackendAssets(backendAssets), WithBackendAssetsOutput(tmpdir))
g := []gallery.GalleryModel{
{
Name: "bert",
URL: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml",
},
{
Name: "bert2",
URL: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml",
Overrides: map[string]interface{}{"foo": "bar"},
AdditionalFiles: []gallery.File{gallery.File{Filename: "foo.yaml", URI: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml"}},
},
}
out, err := yaml.Marshal(g)
Expect(err).ToNot(HaveOccurred())
err = ioutil.WriteFile(filepath.Join(tmpdir, "gallery_simple.yaml"), out, 0644)
Expect(err).ToNot(HaveOccurred())
galleries := []gallery.Gallery{
{
Name: "test",
URL: "file://" + filepath.Join(tmpdir, "gallery_simple.yaml"),
},
}
app, err = App(WithContext(c),
WithGalleries(galleries),
WithModelLoader(modelLoader), WithBackendAssets(backendAssets), WithBackendAssetsOutput(tmpdir))
Expect(err).ToNot(HaveOccurred())
go app.Listen("127.0.0.1:9090")
@ -143,6 +200,53 @@ var _ = Describe("API test", func() {
})
Context("Applying models", func() {
It("applies models from a gallery", func() {
models := getModels("http://127.0.0.1:9090/models/list")
Expect(len(models)).To(Equal(2), fmt.Sprint(models))
Expect(models[0].Installed).To(BeFalse(), fmt.Sprint(models))
Expect(models[1].Installed).To(BeFalse(), fmt.Sprint(models))
response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
ID: "test@bert2",
})
Expect(response["uuid"]).ToNot(BeEmpty(), fmt.Sprint(response))
uuid := response["uuid"].(string)
resp := map[string]interface{}{}
Eventually(func() bool {
response := getModelStatus("http://127.0.0.1:9090/models/jobs/" + uuid)
fmt.Println(response)
resp = response
return response["processed"].(bool)
}, "360s").Should(Equal(true))
Expect(resp["message"]).ToNot(ContainSubstring("error"))
dat, err := os.ReadFile(filepath.Join(tmpdir, "bert2.yaml"))
Expect(err).ToNot(HaveOccurred())
_, err = os.ReadFile(filepath.Join(tmpdir, "foo.yaml"))
Expect(err).ToNot(HaveOccurred())
content := map[string]interface{}{}
err = yaml.Unmarshal(dat, &content)
Expect(err).ToNot(HaveOccurred())
Expect(content["backend"]).To(Equal("bert-embeddings"))
Expect(content["foo"]).To(Equal("bar"))
models = getModels("http://127.0.0.1:9090/models/list")
Expect(len(models)).To(Equal(2), fmt.Sprint(models))
Expect(models[0].Name).To(Or(Equal("bert"), Equal("bert2")))
Expect(models[1].Name).To(Or(Equal("bert"), Equal("bert2")))
for _, m := range models {
if m.Name == "bert2" {
Expect(m.Installed).To(BeTrue())
} else {
Expect(m.Installed).To(BeFalse())
}
}
})
It("overrides models", func() {
response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
URL: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml",