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Configuration error
Configuration error
File size: 4,770 Bytes
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package config
import (
"io"
"net/http"
"os"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
)
var _ = Describe("Test cases for config related functions", func() {
Context("Test Read configuration functions", func() {
It("Test Validate", func() {
tmp, err := os.CreateTemp("", "config.yaml")
Expect(err).To(BeNil())
defer os.Remove(tmp.Name())
_, err = tmp.WriteString(
`backend: "../foo-bar"
name: "foo"
parameters:
model: "foo-bar"
known_usecases:
- chat
- COMPLETION
`)
Expect(err).ToNot(HaveOccurred())
config, err := readBackendConfigFromFile(tmp.Name())
Expect(err).To(BeNil())
Expect(config).ToNot(BeNil())
Expect(config.Validate()).To(BeFalse())
Expect(config.KnownUsecases).ToNot(BeNil())
})
It("Test Validate", func() {
tmp, err := os.CreateTemp("", "config.yaml")
Expect(err).To(BeNil())
defer os.Remove(tmp.Name())
_, err = tmp.WriteString(
`name: bar-baz
backend: "foo-bar"
parameters:
model: "foo-bar"`)
Expect(err).ToNot(HaveOccurred())
config, err := readBackendConfigFromFile(tmp.Name())
Expect(err).To(BeNil())
Expect(config).ToNot(BeNil())
// two configs in config.yaml
Expect(config.Name).To(Equal("bar-baz"))
Expect(config.Validate()).To(BeTrue())
// download https://raw.githubusercontent.com/mudler/LocalAI/master/embedded/models/hermes-2-pro-mistral.yaml
httpClient := http.Client{}
resp, err := httpClient.Get("https://raw.githubusercontent.com/mudler/LocalAI/master/embedded/models/hermes-2-pro-mistral.yaml")
Expect(err).To(BeNil())
defer resp.Body.Close()
tmp, err = os.CreateTemp("", "config.yaml")
Expect(err).To(BeNil())
defer os.Remove(tmp.Name())
_, err = io.Copy(tmp, resp.Body)
Expect(err).To(BeNil())
config, err = readBackendConfigFromFile(tmp.Name())
Expect(err).To(BeNil())
Expect(config).ToNot(BeNil())
// two configs in config.yaml
Expect(config.Name).To(Equal("hermes-2-pro-mistral"))
Expect(config.Validate()).To(BeTrue())
})
})
It("Properly handles backend usecase matching", func() {
a := BackendConfig{
Name: "a",
}
Expect(a.HasUsecases(FLAG_ANY)).To(BeTrue()) // FLAG_ANY just means the config _exists_ essentially.
b := BackendConfig{
Name: "b",
Backend: "stablediffusion",
}
Expect(b.HasUsecases(FLAG_ANY)).To(BeTrue())
Expect(b.HasUsecases(FLAG_IMAGE)).To(BeTrue())
Expect(b.HasUsecases(FLAG_CHAT)).To(BeFalse())
c := BackendConfig{
Name: "c",
Backend: "llama-cpp",
TemplateConfig: TemplateConfig{
Chat: "chat",
},
}
Expect(c.HasUsecases(FLAG_ANY)).To(BeTrue())
Expect(c.HasUsecases(FLAG_IMAGE)).To(BeFalse())
Expect(c.HasUsecases(FLAG_COMPLETION)).To(BeFalse())
Expect(c.HasUsecases(FLAG_CHAT)).To(BeTrue())
d := BackendConfig{
Name: "d",
Backend: "llama-cpp",
TemplateConfig: TemplateConfig{
Chat: "chat",
Completion: "completion",
},
}
Expect(d.HasUsecases(FLAG_ANY)).To(BeTrue())
Expect(d.HasUsecases(FLAG_IMAGE)).To(BeFalse())
Expect(d.HasUsecases(FLAG_COMPLETION)).To(BeTrue())
Expect(d.HasUsecases(FLAG_CHAT)).To(BeTrue())
trueValue := true
e := BackendConfig{
Name: "e",
Backend: "llama-cpp",
TemplateConfig: TemplateConfig{
Completion: "completion",
},
Embeddings: &trueValue,
}
Expect(e.HasUsecases(FLAG_ANY)).To(BeTrue())
Expect(e.HasUsecases(FLAG_IMAGE)).To(BeFalse())
Expect(e.HasUsecases(FLAG_COMPLETION)).To(BeTrue())
Expect(e.HasUsecases(FLAG_CHAT)).To(BeFalse())
Expect(e.HasUsecases(FLAG_EMBEDDINGS)).To(BeTrue())
f := BackendConfig{
Name: "f",
Backend: "piper",
}
Expect(f.HasUsecases(FLAG_ANY)).To(BeTrue())
Expect(f.HasUsecases(FLAG_TTS)).To(BeTrue())
Expect(f.HasUsecases(FLAG_CHAT)).To(BeFalse())
g := BackendConfig{
Name: "g",
Backend: "whisper",
}
Expect(g.HasUsecases(FLAG_ANY)).To(BeTrue())
Expect(g.HasUsecases(FLAG_TRANSCRIPT)).To(BeTrue())
Expect(g.HasUsecases(FLAG_TTS)).To(BeFalse())
h := BackendConfig{
Name: "h",
Backend: "transformers-musicgen",
}
Expect(h.HasUsecases(FLAG_ANY)).To(BeTrue())
Expect(h.HasUsecases(FLAG_TRANSCRIPT)).To(BeFalse())
Expect(h.HasUsecases(FLAG_TTS)).To(BeTrue())
Expect(h.HasUsecases(FLAG_SOUND_GENERATION)).To(BeTrue())
knownUsecases := FLAG_CHAT | FLAG_COMPLETION
i := BackendConfig{
Name: "i",
Backend: "whisper",
// Earlier test checks parsing, this just needs to set final values
KnownUsecases: &knownUsecases,
}
Expect(i.HasUsecases(FLAG_ANY)).To(BeTrue())
Expect(i.HasUsecases(FLAG_TRANSCRIPT)).To(BeTrue())
Expect(i.HasUsecases(FLAG_TTS)).To(BeFalse())
Expect(i.HasUsecases(FLAG_COMPLETION)).To(BeTrue())
Expect(i.HasUsecases(FLAG_CHAT)).To(BeTrue())
})
})
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