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fix: add ut for modelhub.
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/*
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Copyright 2024 The InftyAI Team.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package modelSource
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import (
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"testing"
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"github.com/stretchr/testify/assert"
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corev1 "k8s.io/api/core/v1"
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"github.com/inftyai/llmaz/pkg"
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)
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func Test_ModelHubProvider_InjectModelLoader(t *testing.T) {
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fileName := "weights.gguf"
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revision := "v1.2"
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allowPatterns := []string{"*.gguf", "*.json"}
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ignorePatterns := []string{"*.tmp"}
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testCases := []struct {
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name string
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provider *ModelHubProvider
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index int
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expectMainModel bool
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expectEnvContains []string
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}{
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{
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name: "inject full modelhub with fileName, revision, allow/ignore",
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provider: &ModelHubProvider{
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modelName: "llama3",
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modelID: "meta/llama-3",
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modelHub: "Huggingface",
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fileName: &fileName,
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modelRevision: &revision,
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modelAllowPatterns: allowPatterns,
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modelIgnorePatterns: ignorePatterns,
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},
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index: 0,
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expectMainModel: true,
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expectEnvContains: []string{
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"MODEL_SOURCE_TYPE", "MODEL_ID", "MODEL_HUB_NAME", "MODEL_FILENAME",
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"REVISION", "MODEL_ALLOW_PATTERNS", "MODEL_IGNORE_PATTERNS",
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"HUGGING_FACE_HUB_TOKEN", "HF_TOKEN",
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},
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},
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{
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name: "inject with index > 0 skips volume/container mount",
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provider: &ModelHubProvider{
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modelName: "sub-model",
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modelID: "some/model",
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modelHub: "Huggingface",
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},
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index: 1,
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expectMainModel: false,
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expectEnvContains: []string{
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"MODEL_SOURCE_TYPE", "MODEL_ID", "MODEL_HUB_NAME",
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"HUGGING_FACE_HUB_TOKEN", "HF_TOKEN",
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},
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},
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}
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for _, tc := range testCases {
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t.Run(tc.name, func(t *testing.T) {
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template := &corev1.PodTemplateSpec{
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Spec: corev1.PodSpec{
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Containers: []corev1.Container{
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{
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Name: MODEL_RUNNER_CONTAINER_NAME,
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Env: []corev1.EnvVar{
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{Name: "HTTP_PROXY", Value: "http://1.1.1.1"},
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},
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},
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},
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},
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}
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tc.provider.InjectModelLoader(template, tc.index)
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assert.Len(t, template.Spec.InitContainers, 1)
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initContainer := template.Spec.InitContainers[0]
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expectedName := MODEL_LOADER_CONTAINER_NAME
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if tc.index != 0 {
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expectedName += "-" + string(rune('0'+tc.index))
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}
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assert.Equal(t, expectedName, initContainer.Name)
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assert.Equal(t, pkg.LOADER_IMAGE, initContainer.Image)
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// Check env vars exist
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for _, key := range tc.expectEnvContains {
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found := false
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for _, env := range initContainer.Env {
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if env.Name == key {
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found = true
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break
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}
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}
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assert.True(t, found, "expected env %s not found", key)
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}
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// Main model should inject volume & container mount
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if tc.expectMainModel {
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// Volume should be present
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foundVol := false
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for _, v := range template.Spec.Volumes {
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if v.Name == MODEL_VOLUME_NAME {
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foundVol = true
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break
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}
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}
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assert.True(t, foundVol, "volume not injected")
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// Runner container mount should exist
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foundMount := false
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for _, m := range template.Spec.Containers[0].VolumeMounts {
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if m.Name == MODEL_VOLUME_NAME && m.ReadOnly && m.MountPath == CONTAINER_MODEL_PATH {
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foundMount = true
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}
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}
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assert.True(t, foundMount, "volume mount not injected to runner")
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} else {
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// No volumes or mounts should be injected
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assert.Empty(t, template.Spec.Volumes)
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assert.Empty(t, template.Spec.Containers[0].VolumeMounts)
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}
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// Should always carry over container env
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assert.Contains(t, initContainer.Env, corev1.EnvVar{Name: "HTTP_PROXY", Value: "http://1.1.1.1"})
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})
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}
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}

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