Files
LocalAI/pkg/modelartifacts/materializer_test.go
LocalAI [bot] bcc41219f7 feat: materialize Hugging Face model artifacts (#10825)
* feat(config): add model artifact source contract

Assisted-by: Codex:GPT-5 [Codex]

* feat(downloader): add authenticated raw-byte progress

Assisted-by: Codex:GPT-5 [Codex]

* feat(huggingface): resolve immutable snapshot manifests

Assisted-by: Codex:GPT-5 [Codex]

* feat(models): add artifact storage primitives

Assisted-by: Codex:GPT-5 [Codex]

* feat(models): materialize pinned Hugging Face snapshots

Assisted-by: Codex:GPT-5 [Codex]

* feat(models): bind managed snapshots at runtime

Assisted-by: Codex:GPT-5 [Codex]

* feat(gallery): materialize model artifacts during install

Assisted-by: Codex:GPT-5 [Codex]

* feat(gallery): declare managed Hugging Face artifacts

Assisted-by: Codex:GPT-5 [Codex]

* feat(models): preload managed model artifacts

Assisted-by: Codex:GPT-5 [Codex]

* fix(gallery): retain shared artifact caches on delete

Assisted-by: Codex:GPT-5 [Codex]

* feat(models): report artifact acquisition progress

Assisted-by: Codex:GPT-5 [Codex]

* refactor(backends): load managed models from ModelFile

Assisted-by: Codex:GPT-5 [Codex]

* refactor(backends): load staged speech model snapshots

Assisted-by: Codex:GPT-5 [Codex]

* refactor(backends): use staged snapshots in engine backends

Assisted-by: Codex:GPT-5 [Codex]

* test(distributed): cover staged artifact snapshots

Assisted-by: Codex:GPT-5 [Codex]

* docs: explain managed model artifacts

Assisted-by: Codex:GPT-5 [Codex]

* docs: add product design context

Assisted-by: Codex:GPT-5 [Codex]

* feat(ui): show model artifact download progress

Assisted-by: Codex:GPT-5 [Codex]

* Eagerly materialize Hugging Face artifacts

Materialize HF-backed model references as managed GGUF artifacts during load, with lazy download retained only as fallback.

Assisted-by: Codex:GPT-5 [shell]

* Refactor HF
  downloads through a shared executor

Assisted-by: Codex:GPT-5 [shell]

* drop

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-07-15 01:09:33 +02:00

154 lines
6.2 KiB
Go

package modelartifacts_test
import (
"context"
"crypto/sha256"
"encoding/hex"
"net/http"
"net/http/httptest"
"os"
"path/filepath"
"sync"
"sync/atomic"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
hfapi "github.com/mudler/LocalAI/pkg/huggingface-api"
"github.com/mudler/LocalAI/pkg/modelartifacts"
)
type fakeSnapshotResolver struct {
mu sync.Mutex
snapshot hfapi.Snapshot
err error
calls int
}
func (f *fakeSnapshotResolver) ResolveSnapshot(context.Context, hfapi.SnapshotRequest) (hfapi.Snapshot, error) {
f.mu.Lock()
defer f.mu.Unlock()
f.calls++
return f.snapshot, f.err
}
func (f *fakeSnapshotResolver) callCount() int {
f.mu.Lock()
defer f.mu.Unlock()
return f.calls
}
var _ = Describe("controller artifact materializer", func() {
It("requires an injected token before resolving a private artifact", func() {
resolver := &fakeSnapshotResolver{}
_, err := modelartifacts.NewManager(resolver).Ensure(context.Background(), GinkgoT().TempDir(),
modelartifacts.Spec{Source: modelartifacts.Source{
Type: modelartifacts.SourceTypeHuggingFace, Repo: "owner/private", TokenEnv: modelartifacts.HuggingFaceTokenEnv,
}})
Expect(err).To(MatchError(ContainSubstring("non-empty HF_TOKEN")))
Expect(resolver.callCount()).To(BeZero())
})
It("downloads, commits, and reuses a pinned snapshot", func() {
weight := []byte("weight-bytes")
sum := sha256.Sum256(weight)
var requests atomic.Int32
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
requests.Add(1)
Expect(r.Header.Get("Authorization")).To(Equal("Bearer hf-secret"))
w.Header().Set("Content-Length", "12")
_, _ = w.Write(weight)
}))
DeferCleanup(server.Close)
resolver := &fakeSnapshotResolver{snapshot: hfapi.Snapshot{
Endpoint: "https://huggingface.co", Repo: "owner/repo",
RequestedRevision: "main", ResolvedRevision: "0123456789abcdef0123456789abcdef01234567",
Files: []hfapi.SnapshotFile{{Path: "nested/model.safetensors", Size: 12, LFSOID: hex.EncodeToString(sum[:]), URL: server.URL + "/model"}},
}}
manager := modelartifacts.NewManager(resolver, modelartifacts.WithHuggingFaceToken("hf-secret"))
modelsPath := GinkgoT().TempDir()
spec := modelartifacts.Spec{Source: modelartifacts.Source{Type: "huggingface", Repo: "owner/repo", TokenEnv: "HF_TOKEN"}}
result, err := manager.Ensure(context.Background(), modelsPath, spec)
Expect(err).NotTo(HaveOccurred())
Expect(result.CacheHit).To(BeFalse())
Expect(result.Spec.Resolved.Revision).To(Equal("0123456789abcdef0123456789abcdef01234567"))
Expect(result.RelativePath).To(HavePrefix(".artifacts/huggingface/"))
Expect(os.ReadFile(filepath.Join(modelsPath, filepath.FromSlash(result.RelativePath), "nested", "model.safetensors"))).To(Equal(weight))
manifestBytes, err := os.ReadFile(filepath.Join(modelsPath, filepath.Dir(filepath.FromSlash(result.RelativePath)), "manifest.json"))
Expect(err).NotTo(HaveOccurred())
Expect(string(manifestBytes)).NotTo(ContainSubstring("hf-secret"))
cached, err := manager.Ensure(context.Background(), modelsPath, result.Spec)
Expect(err).NotTo(HaveOccurred())
Expect(cached.CacheHit).To(BeTrue())
Expect(requests.Load()).To(Equal(int32(1)))
Expect(resolver.callCount()).To(Equal(1))
})
It("rejects a path escape before opening a destination", func() {
resolver := &fakeSnapshotResolver{snapshot: hfapi.Snapshot{
Endpoint: "https://huggingface.co", Repo: "owner/repo",
ResolvedRevision: "0123456789abcdef0123456789abcdef01234567",
Files: []hfapi.SnapshotFile{{Path: "../escape", Size: 1, URL: "https://example.invalid/file"}},
}}
modelsPath := GinkgoT().TempDir()
_, err := modelartifacts.NewManager(resolver).Ensure(context.Background(), modelsPath,
modelartifacts.Spec{Source: modelartifacts.Source{Type: "huggingface", Repo: "owner/repo"}})
Expect(err).To(MatchError(ContainSubstring("unsafe Hub path")))
Expect(filepath.Join(modelsPath, "escape")).NotTo(BeAnExistingFile())
})
It("does not commit after cancellation", func() {
started := make(chan struct{})
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
close(started)
<-r.Context().Done()
}))
DeferCleanup(server.Close)
resolver := &fakeSnapshotResolver{snapshot: hfapi.Snapshot{
Endpoint: "https://huggingface.co", Repo: "owner/repo",
ResolvedRevision: "0123456789abcdef0123456789abcdef01234567",
Files: []hfapi.SnapshotFile{{Path: "model.bin", Size: 10, URL: server.URL}},
}}
ctx, cancel := context.WithCancel(context.Background())
done := make(chan error, 1)
modelsPath := GinkgoT().TempDir()
go func() {
_, err := modelartifacts.NewManager(resolver).Ensure(ctx, modelsPath,
modelartifacts.Spec{Source: modelartifacts.Source{Type: "huggingface", Repo: "owner/repo"}})
done <- err
}()
<-started
cancel()
Expect(<-done).To(MatchError(context.Canceled))
entries, err := filepath.Glob(filepath.Join(modelsPath, ".artifacts", "huggingface", "*"))
Expect(err).NotTo(HaveOccurred())
Expect(entries).To(BeEmpty())
})
It("emits resolving, downloading, verifying, and committing phases", func() {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) { _, _ = w.Write([]byte("x")) }))
DeferCleanup(server.Close)
resolver := &fakeSnapshotResolver{snapshot: hfapi.Snapshot{
Endpoint: "https://huggingface.co", Repo: "owner/repo",
ResolvedRevision: "0123456789abcdef0123456789abcdef01234567",
Files: []hfapi.SnapshotFile{{Path: "config.json", Size: 1, URL: server.URL}},
}}
var phases []modelartifacts.Phase
ctx := modelartifacts.WithProgressSink(context.Background(), func(event modelartifacts.ProgressEvent) {
if len(phases) == 0 || phases[len(phases)-1] != event.Phase {
phases = append(phases, event.Phase)
}
})
_, err := modelartifacts.NewManager(resolver).Ensure(ctx, GinkgoT().TempDir(),
modelartifacts.Spec{Source: modelartifacts.Source{Type: "huggingface", Repo: "owner/repo"}})
Expect(err).NotTo(HaveOccurred())
Expect(phases).To(Equal([]modelartifacts.Phase{
modelartifacts.PhaseResolving, modelartifacts.PhaseDownloading, modelartifacts.PhaseVerifying, modelartifacts.PhaseCommitting,
}))
})
})