Files
LocalAI/core/gallery/backends_test.go
Ettore Di Giacinto a6d9988e84 feat(backend gallery): add meta packages (#5696)
* feat(backend gallery): add meta packages

So we can have meta packages such as "vllm" that automatically installs
the corresponding package depending on the GPU that is being currently
detected in the system.

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

* feat: use a metadata file

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-06-24 17:08:27 +02:00

364 lines
11 KiB
Go

package gallery
import (
"encoding/json"
"os"
"path/filepath"
"github.com/mudler/LocalAI/core/config"
"github.com/mudler/LocalAI/core/system"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
"gopkg.in/yaml.v2"
)
const (
testImage = "quay.io/mudler/tests:localai-backend-test"
)
var _ = Describe("Gallery Backends", func() {
var (
tempDir string
galleries []config.Gallery
)
BeforeEach(func() {
var err error
tempDir, err = os.MkdirTemp("", "gallery-test-*")
Expect(err).NotTo(HaveOccurred())
// Setup test galleries
galleries = []config.Gallery{
{
Name: "test-gallery",
URL: "https://gist.githubusercontent.com/mudler/71d5376bc2aa168873fa519fa9f4bd56/raw/0557f9c640c159fa8e4eab29e8d98df6a3d6e80f/backend-gallery.yaml",
},
}
})
AfterEach(func() {
os.RemoveAll(tempDir)
})
Describe("InstallBackendFromGallery", func() {
It("should return error when backend is not found", func() {
err := InstallBackendFromGallery(galleries, nil, "non-existent", tempDir, nil)
Expect(err).To(HaveOccurred())
Expect(err.Error()).To(ContainSubstring("no backend found with name \"non-existent\""))
})
It("should install backend from gallery", func() {
err := InstallBackendFromGallery(galleries, nil, "test-backend", tempDir, nil)
Expect(err).ToNot(HaveOccurred())
Expect(filepath.Join(tempDir, "test-backend", "run.sh")).To(BeARegularFile())
})
})
Describe("Meta Backends", func() {
It("should identify meta backends correctly", func() {
metaBackend := &GalleryBackend{
Metadata: Metadata{
Name: "meta-backend",
},
CapabilitiesMap: map[string]string{
"nvidia": "nvidia-backend",
"amd": "amd-backend",
"intel": "intel-backend",
},
}
Expect(metaBackend.IsMeta()).To(BeTrue())
regularBackend := &GalleryBackend{
Metadata: Metadata{
Name: "regular-backend",
},
URI: testImage,
}
Expect(regularBackend.IsMeta()).To(BeFalse())
emptyMetaBackend := &GalleryBackend{
Metadata: Metadata{
Name: "empty-meta-backend",
},
CapabilitiesMap: map[string]string{},
}
Expect(emptyMetaBackend.IsMeta()).To(BeFalse())
nilMetaBackend := &GalleryBackend{
Metadata: Metadata{
Name: "nil-meta-backend",
},
CapabilitiesMap: nil,
}
Expect(nilMetaBackend.IsMeta()).To(BeFalse())
})
It("should find best backend from meta based on system capabilities", func() {
metaBackend := &GalleryBackend{
Metadata: Metadata{
Name: "meta-backend",
},
CapabilitiesMap: map[string]string{
"nvidia": "nvidia-backend",
"amd": "amd-backend",
"intel": "intel-backend",
},
}
nvidiaBackend := &GalleryBackend{
Metadata: Metadata{
Name: "nvidia-backend",
},
URI: testImage,
}
amdBackend := &GalleryBackend{
Metadata: Metadata{
Name: "amd-backend",
},
URI: testImage,
}
backends := GalleryElements[*GalleryBackend]{nvidiaBackend, amdBackend}
// Test with NVIDIA system state
nvidiaSystemState := &system.SystemState{GPUVendor: "nvidia"}
bestBackend := findBestBackendFromMeta(metaBackend, nvidiaSystemState, backends)
Expect(bestBackend).To(Equal(nvidiaBackend))
// Test with AMD system state
amdSystemState := &system.SystemState{GPUVendor: "amd"}
bestBackend = findBestBackendFromMeta(metaBackend, amdSystemState, backends)
Expect(bestBackend).To(Equal(amdBackend))
// Test with unsupported GPU vendor
unsupportedSystemState := &system.SystemState{GPUVendor: "unsupported"}
bestBackend = findBestBackendFromMeta(metaBackend, unsupportedSystemState, backends)
Expect(bestBackend).To(BeNil())
})
It("should handle meta backend deletion correctly", func() {
metaBackend := &GalleryBackend{
Metadata: Metadata{
Name: "meta-backend",
},
CapabilitiesMap: map[string]string{
"nvidia": "nvidia-backend",
"amd": "amd-backend",
"intel": "intel-backend",
},
}
nvidiaBackend := &GalleryBackend{
Metadata: Metadata{
Name: "nvidia-backend",
},
URI: testImage,
}
amdBackend := &GalleryBackend{
Metadata: Metadata{
Name: "amd-backend",
},
URI: testImage,
}
gallery := config.Gallery{
Name: "test-gallery",
URL: "file://" + filepath.Join(tempDir, "backend-gallery.yaml"),
}
galleryBackend := GalleryBackends{amdBackend, nvidiaBackend, metaBackend}
dat, err := yaml.Marshal(galleryBackend)
Expect(err).NotTo(HaveOccurred())
err = os.WriteFile(filepath.Join(tempDir, "backend-gallery.yaml"), dat, 0644)
Expect(err).NotTo(HaveOccurred())
// Test with NVIDIA system state
nvidiaSystemState := &system.SystemState{GPUVendor: "nvidia"}
err = InstallBackendFromGallery([]config.Gallery{gallery}, nvidiaSystemState, "meta-backend", tempDir, nil)
Expect(err).NotTo(HaveOccurred())
metaBackendPath := filepath.Join(tempDir, "meta-backend")
Expect(metaBackendPath).To(BeADirectory())
concreteBackendPath := filepath.Join(tempDir, "nvidia-backend")
Expect(concreteBackendPath).To(BeADirectory())
allBackends, err := ListSystemBackends(tempDir)
Expect(err).NotTo(HaveOccurred())
Expect(allBackends).To(HaveKey("meta-backend"))
Expect(allBackends).To(HaveKey("nvidia-backend"))
// Delete meta backend by name
err = DeleteBackendFromSystem(tempDir, "meta-backend")
Expect(err).NotTo(HaveOccurred())
// Verify meta backend directory is deleted
Expect(metaBackendPath).NotTo(BeADirectory())
// Verify concrete backend directory is deleted
Expect(concreteBackendPath).NotTo(BeADirectory())
})
It("should list meta backends correctly in system backends", func() {
// Create a meta backend directory with metadata
metaBackendPath := filepath.Join(tempDir, "meta-backend")
err := os.MkdirAll(metaBackendPath, 0750)
Expect(err).NotTo(HaveOccurred())
// Create metadata file pointing to concrete backend
metadata := &BackendMetadata{
MetaBackendFor: "concrete-backend",
Name: "meta-backend",
InstalledAt: "2023-01-01T00:00:00Z",
}
metadataData, err := json.Marshal(metadata)
Expect(err).NotTo(HaveOccurred())
err = os.WriteFile(filepath.Join(metaBackendPath, "metadata.json"), metadataData, 0644)
Expect(err).NotTo(HaveOccurred())
// Create the concrete backend directory with run.sh
concreteBackendPath := filepath.Join(tempDir, "concrete-backend")
err = os.MkdirAll(concreteBackendPath, 0750)
Expect(err).NotTo(HaveOccurred())
err = os.WriteFile(filepath.Join(concreteBackendPath, "run.sh"), []byte("#!/bin/bash"), 0755)
Expect(err).NotTo(HaveOccurred())
// List system backends
backends, err := ListSystemBackends(tempDir)
Expect(err).NotTo(HaveOccurred())
// Should include both the meta backend name and concrete backend name
Expect(backends).To(HaveKey("meta-backend"))
Expect(backends).To(HaveKey("concrete-backend"))
// meta-backend should point to its own run.sh
Expect(backends["meta-backend"]).To(Equal(filepath.Join(tempDir, "meta-backend", "run.sh")))
// concrete-backend should point to its own run.sh
Expect(backends["concrete-backend"]).To(Equal(filepath.Join(tempDir, "concrete-backend", "run.sh")))
})
})
Describe("InstallBackend", func() {
It("should create base path if it doesn't exist", func() {
newPath := filepath.Join(tempDir, "new-path")
backend := GalleryBackend{
Metadata: Metadata{
Name: "test-backend",
},
URI: "test-uri",
}
err := InstallBackend(newPath, &backend, nil)
Expect(err).To(HaveOccurred()) // Will fail due to invalid URI, but path should be created
Expect(newPath).To(BeADirectory())
})
It("should create alias file when specified", func() {
backend := GalleryBackend{
Metadata: Metadata{
Name: "test-backend",
},
URI: "quay.io/mudler/tests:localai-backend-test",
Alias: "test-alias",
}
err := InstallBackend(tempDir, &backend, nil)
Expect(err).ToNot(HaveOccurred())
Expect(filepath.Join(tempDir, "test-backend", "metadata.json")).To(BeARegularFile())
// Read and verify metadata
metadataData, err := os.ReadFile(filepath.Join(tempDir, "test-backend", "metadata.json"))
Expect(err).ToNot(HaveOccurred())
var metadata BackendMetadata
err = json.Unmarshal(metadataData, &metadata)
Expect(err).ToNot(HaveOccurred())
Expect(metadata.Alias).To(Equal("test-alias"))
Expect(metadata.Name).To(Equal("test-backend"))
Expect(filepath.Join(tempDir, "test-backend", "run.sh")).To(BeARegularFile())
// Check that the alias was recognized
backends, err := ListSystemBackends(tempDir)
Expect(err).ToNot(HaveOccurred())
Expect(backends).To(HaveKeyWithValue("test-alias", filepath.Join(tempDir, "test-backend", "run.sh")))
Expect(backends).To(HaveKeyWithValue("test-backend", filepath.Join(tempDir, "test-backend", "run.sh")))
})
})
Describe("DeleteBackendFromSystem", func() {
It("should delete backend directory", func() {
backendName := "test-backend"
backendPath := filepath.Join(tempDir, backendName)
// Create a dummy backend directory
err := os.MkdirAll(backendPath, 0750)
Expect(err).NotTo(HaveOccurred())
err = DeleteBackendFromSystem(tempDir, backendName)
Expect(err).NotTo(HaveOccurred())
Expect(backendPath).NotTo(BeADirectory())
})
It("should not error when backend doesn't exist", func() {
err := DeleteBackendFromSystem(tempDir, "non-existent")
Expect(err).To(HaveOccurred())
})
})
Describe("ListSystemBackends", func() {
It("should list backends without aliases", func() {
// Create some dummy backend directories
backendNames := []string{"backend1", "backend2", "backend3"}
for _, name := range backendNames {
err := os.MkdirAll(filepath.Join(tempDir, name), 0750)
Expect(err).NotTo(HaveOccurred())
}
backends, err := ListSystemBackends(tempDir)
Expect(err).NotTo(HaveOccurred())
Expect(backends).To(HaveLen(len(backendNames)))
for _, name := range backendNames {
Expect(backends).To(HaveKeyWithValue(name, filepath.Join(tempDir, name, "run.sh")))
}
})
It("should handle backends with aliases", func() {
backendName := "backend1"
alias := "alias1"
backendPath := filepath.Join(tempDir, backendName)
// Create backend directory
err := os.MkdirAll(backendPath, 0750)
Expect(err).NotTo(HaveOccurred())
// Create metadata file with alias
metadata := &BackendMetadata{
Alias: alias,
Name: backendName,
InstalledAt: "2023-01-01T00:00:00Z",
}
metadataData, err := json.Marshal(metadata)
Expect(err).NotTo(HaveOccurred())
err = os.WriteFile(filepath.Join(backendPath, "metadata.json"), metadataData, 0644)
Expect(err).NotTo(HaveOccurred())
backends, err := ListSystemBackends(tempDir)
Expect(err).NotTo(HaveOccurred())
Expect(backends).To(HaveKeyWithValue(alias, filepath.Join(tempDir, backendName, "run.sh")))
})
It("should return error when base path doesn't exist", func() {
_, err := ListSystemBackends(filepath.Join(tempDir, "non-existent"))
Expect(err).To(HaveOccurred())
})
})
})