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feat: allow to override model config (#323)
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parent
7bc08797f9
commit
05a3d569b0
12 changed files with 269 additions and 64 deletions
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@ -8,6 +8,7 @@ import (
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"os"
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"path/filepath"
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"github.com/imdario/mergo"
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"github.com/rs/zerolog/log"
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"gopkg.in/yaml.v2"
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)
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@ -92,13 +93,17 @@ func verifyPath(path, basePath string) error {
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return inTrustedRoot(c, basePath)
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}
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func Apply(basePath, nameOverride string, config *Config) error {
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func Apply(basePath, nameOverride string, config *Config, configOverrides map[string]interface{}) error {
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// Create base path if it doesn't exist
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err := os.MkdirAll(basePath, 0755)
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if err != nil {
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return fmt.Errorf("failed to create base path: %v", err)
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}
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if len(configOverrides) > 0 {
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log.Debug().Msgf("Config overrides %+v", configOverrides)
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}
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// Download files and verify their SHA
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for _, file := range config.Files {
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log.Debug().Msgf("Checking %q exists and matches SHA", file.Filename)
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@ -231,6 +236,10 @@ func Apply(basePath, nameOverride string, config *Config) error {
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configMap["name"] = name
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if err := mergo.Merge(&configMap, configOverrides, mergo.WithOverride); err != nil {
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return err
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}
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// Write updated config file
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updatedConfigYAML, err := yaml.Marshal(configMap)
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if err != nil {
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@ -7,6 +7,7 @@ import (
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. "github.com/go-skynet/LocalAI/pkg/gallery"
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. "github.com/onsi/ginkgo/v2"
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. "github.com/onsi/gomega"
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"gopkg.in/yaml.v3"
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)
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var _ = Describe("Model test", func() {
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@ -18,14 +19,25 @@ var _ = Describe("Model test", func() {
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c, err := ReadConfigFile(filepath.Join(os.Getenv("FIXTURES"), "gallery_simple.yaml"))
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Expect(err).ToNot(HaveOccurred())
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err = Apply(tempdir, "", c)
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err = Apply(tempdir, "", c, map[string]interface{}{})
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Expect(err).ToNot(HaveOccurred())
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for _, f := range []string{"cerebras", "cerebras-completion.tmpl", "cerebras-chat.tmpl", "cerebras.yaml"} {
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_, err = os.Stat(filepath.Join(tempdir, f))
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Expect(err).ToNot(HaveOccurred())
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}
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content := map[string]interface{}{}
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dat, err := os.ReadFile(filepath.Join(tempdir, "cerebras.yaml"))
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Expect(err).ToNot(HaveOccurred())
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err = yaml.Unmarshal(dat, content)
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Expect(err).ToNot(HaveOccurred())
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Expect(content["context_size"]).To(Equal(1024))
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})
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It("renames model correctly", func() {
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tempdir, err := os.MkdirTemp("", "test")
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Expect(err).ToNot(HaveOccurred())
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@ -33,7 +45,7 @@ var _ = Describe("Model test", func() {
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c, err := ReadConfigFile(filepath.Join(os.Getenv("FIXTURES"), "gallery_simple.yaml"))
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Expect(err).ToNot(HaveOccurred())
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err = Apply(tempdir, "foo", c)
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err = Apply(tempdir, "foo", c, map[string]interface{}{})
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Expect(err).ToNot(HaveOccurred())
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for _, f := range []string{"cerebras", "cerebras-completion.tmpl", "cerebras-chat.tmpl", "foo.yaml"} {
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@ -41,6 +53,33 @@ var _ = Describe("Model test", func() {
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Expect(err).ToNot(HaveOccurred())
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}
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})
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It("overrides parameters", func() {
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tempdir, err := os.MkdirTemp("", "test")
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Expect(err).ToNot(HaveOccurred())
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defer os.RemoveAll(tempdir)
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c, err := ReadConfigFile(filepath.Join(os.Getenv("FIXTURES"), "gallery_simple.yaml"))
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Expect(err).ToNot(HaveOccurred())
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err = Apply(tempdir, "foo", c, map[string]interface{}{"backend": "foo"})
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Expect(err).ToNot(HaveOccurred())
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for _, f := range []string{"cerebras", "cerebras-completion.tmpl", "cerebras-chat.tmpl", "foo.yaml"} {
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_, err = os.Stat(filepath.Join(tempdir, f))
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Expect(err).ToNot(HaveOccurred())
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}
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content := map[string]interface{}{}
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dat, err := os.ReadFile(filepath.Join(tempdir, "foo.yaml"))
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Expect(err).ToNot(HaveOccurred())
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err = yaml.Unmarshal(dat, content)
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Expect(err).ToNot(HaveOccurred())
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Expect(content["backend"]).To(Equal("foo"))
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})
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It("catches path traversals", func() {
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tempdir, err := os.MkdirTemp("", "test")
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Expect(err).ToNot(HaveOccurred())
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@ -48,7 +87,7 @@ var _ = Describe("Model test", func() {
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c, err := ReadConfigFile(filepath.Join(os.Getenv("FIXTURES"), "gallery_simple.yaml"))
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Expect(err).ToNot(HaveOccurred())
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err = Apply(tempdir, "../../../foo", c)
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err = Apply(tempdir, "../../../foo", c, map[string]interface{}{})
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Expect(err).To(HaveOccurred())
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})
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})
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