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chore(model-loader): increase test coverage of model loader (#3433)
chore(model-loader): increase coverage of model loader Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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105
pkg/model/loader_test.go
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105
pkg/model/loader_test.go
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package model_test
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import (
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"errors"
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"os"
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"path/filepath"
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"github.com/mudler/LocalAI/pkg/model"
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. "github.com/onsi/ginkgo/v2"
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. "github.com/onsi/gomega"
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)
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var _ = Describe("ModelLoader", func() {
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var (
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modelLoader *model.ModelLoader
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modelPath string
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mockModel *model.Model
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)
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BeforeEach(func() {
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// Setup the model loader with a test directory
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modelPath = "/tmp/test_model_path"
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os.Mkdir(modelPath, 0755)
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modelLoader = model.NewModelLoader(modelPath)
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})
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AfterEach(func() {
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// Cleanup test directory
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os.RemoveAll(modelPath)
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})
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Context("NewModelLoader", func() {
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It("should create a new ModelLoader with an empty model map", func() {
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Expect(modelLoader).ToNot(BeNil())
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Expect(modelLoader.ModelPath).To(Equal(modelPath))
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Expect(modelLoader.ListModels()).To(BeEmpty())
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})
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})
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Context("ExistsInModelPath", func() {
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It("should return true if a file exists in the model path", func() {
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testFile := filepath.Join(modelPath, "test.model")
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os.Create(testFile)
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Expect(modelLoader.ExistsInModelPath("test.model")).To(BeTrue())
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})
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It("should return false if a file does not exist in the model path", func() {
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Expect(modelLoader.ExistsInModelPath("nonexistent.model")).To(BeFalse())
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})
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})
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Context("ListFilesInModelPath", func() {
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It("should list all valid model files in the model path", func() {
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os.Create(filepath.Join(modelPath, "test.model"))
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os.Create(filepath.Join(modelPath, "README.md"))
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files, err := modelLoader.ListFilesInModelPath()
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Expect(err).To(BeNil())
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Expect(files).To(ContainElement("test.model"))
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Expect(files).ToNot(ContainElement("README.md"))
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})
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})
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Context("LoadModel", func() {
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It("should load a model and keep it in memory", func() {
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mockModel = model.NewModel("test.model")
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mockLoader := func(modelName, modelFile string) (*model.Model, error) {
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return mockModel, nil
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}
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model, err := modelLoader.LoadModel("test.model", mockLoader)
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Expect(err).To(BeNil())
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Expect(model).To(Equal(mockModel))
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Expect(modelLoader.CheckIsLoaded("test.model")).To(Equal(mockModel))
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})
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It("should return an error if loading the model fails", func() {
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mockLoader := func(modelName, modelFile string) (*model.Model, error) {
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return nil, errors.New("failed to load model")
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}
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model, err := modelLoader.LoadModel("test.model", mockLoader)
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Expect(err).To(HaveOccurred())
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Expect(model).To(BeNil())
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})
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})
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Context("ShutdownModel", func() {
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It("should shutdown a loaded model", func() {
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mockModel = model.NewModel("test.model")
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mockLoader := func(modelName, modelFile string) (*model.Model, error) {
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return mockModel, nil
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}
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_, err := modelLoader.LoadModel("test.model", mockLoader)
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Expect(err).To(BeNil())
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err = modelLoader.ShutdownModel("test.model")
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Expect(err).To(BeNil())
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Expect(modelLoader.CheckIsLoaded("test.model")).To(BeNil())
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})
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})
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})
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