mirror of https://github.com/databricks/cli.git
191 lines
6.6 KiB
Go
191 lines
6.6 KiB
Go
package mutator
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import (
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"context"
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"reflect"
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"strings"
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"testing"
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"github.com/databricks/cli/bundle"
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"github.com/databricks/cli/bundle/config"
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"github.com/databricks/cli/bundle/config/resources"
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"github.com/databricks/databricks-sdk-go/service/iam"
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"github.com/databricks/databricks-sdk-go/service/jobs"
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"github.com/databricks/databricks-sdk-go/service/ml"
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"github.com/databricks/databricks-sdk-go/service/pipelines"
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"github.com/stretchr/testify/assert"
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"github.com/stretchr/testify/require"
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)
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func mockBundle(mode config.Mode) *bundle.Bundle {
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return &bundle.Bundle{
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Config: config.Root{
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Bundle: config.Bundle{
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Mode: mode,
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Git: config.Git{
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OriginURL: "http://origin",
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Branch: "main",
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},
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},
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Workspace: config.Workspace{
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CurrentUser: &config.User{
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ShortName: "lennart",
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User: &iam.User{
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UserName: "lennart@company.com",
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Id: "1",
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},
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},
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StatePath: "/Users/lennart@company.com/.bundle/x/y/state",
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ArtifactsPath: "/Users/lennart@company.com/.bundle/x/y/artifacts",
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FilesPath: "/Users/lennart@company.com/.bundle/x/y/files",
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},
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Resources: config.Resources{
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Jobs: map[string]*resources.Job{
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"job1": {JobSettings: &jobs.JobSettings{Name: "job1"}},
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},
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Pipelines: map[string]*resources.Pipeline{
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"pipeline1": {PipelineSpec: &pipelines.PipelineSpec{Name: "pipeline1"}},
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},
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Experiments: map[string]*resources.MlflowExperiment{
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"experiment1": {Experiment: &ml.Experiment{Name: "/Users/lennart.kats@databricks.com/experiment1"}},
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"experiment2": {Experiment: &ml.Experiment{Name: "experiment2"}},
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},
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Models: map[string]*resources.MlflowModel{
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"model1": {Model: &ml.Model{Name: "model1"}},
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},
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},
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},
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}
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}
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func TestProcessEnvironmentModeDevelopment(t *testing.T) {
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bundle := mockBundle(config.Development)
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m := ProcessEnvironmentMode()
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err := m.Apply(context.Background(), bundle)
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require.NoError(t, err)
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assert.Equal(t, "[dev lennart] job1", bundle.Config.Resources.Jobs["job1"].Name)
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assert.Equal(t, "[dev lennart] pipeline1", bundle.Config.Resources.Pipelines["pipeline1"].Name)
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assert.Equal(t, "/Users/lennart.kats@databricks.com/[dev lennart] experiment1", bundle.Config.Resources.Experiments["experiment1"].Name)
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assert.Equal(t, "[dev lennart] experiment2", bundle.Config.Resources.Experiments["experiment2"].Name)
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assert.Equal(t, "[dev lennart] model1", bundle.Config.Resources.Models["model1"].Name)
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assert.Equal(t, "dev", bundle.Config.Resources.Experiments["experiment1"].Experiment.Tags[0].Key)
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assert.True(t, bundle.Config.Resources.Pipelines["pipeline1"].PipelineSpec.Development)
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}
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func TestProcessEnvironmentModeDefault(t *testing.T) {
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bundle := mockBundle("")
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m := ProcessEnvironmentMode()
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err := m.Apply(context.Background(), bundle)
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require.NoError(t, err)
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assert.Equal(t, "job1", bundle.Config.Resources.Jobs["job1"].Name)
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assert.Equal(t, "pipeline1", bundle.Config.Resources.Pipelines["pipeline1"].Name)
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assert.False(t, bundle.Config.Resources.Pipelines["pipeline1"].PipelineSpec.Development)
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}
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func TestProcessEnvironmentModeProduction(t *testing.T) {
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bundle := mockBundle(config.Production)
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err := validateProductionMode(context.Background(), bundle, false)
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require.ErrorContains(t, err, "state_path")
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bundle.Config.Workspace.StatePath = "/Shared/.bundle/x/y/state"
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bundle.Config.Workspace.ArtifactsPath = "/Shared/.bundle/x/y/artifacts"
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bundle.Config.Workspace.FilesPath = "/Shared/.bundle/x/y/files"
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err = validateProductionMode(context.Background(), bundle, false)
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require.ErrorContains(t, err, "production")
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permissions := []resources.Permission{
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{
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Level: "CAN_MANAGE",
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UserName: "user@company.com",
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},
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}
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bundle.Config.Resources.Jobs["job1"].Permissions = permissions
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bundle.Config.Resources.Jobs["job1"].RunAs = &jobs.JobRunAs{UserName: "user@company.com"}
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bundle.Config.Resources.Pipelines["pipeline1"].Permissions = permissions
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bundle.Config.Resources.Experiments["experiment1"].Permissions = permissions
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bundle.Config.Resources.Experiments["experiment2"].Permissions = permissions
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bundle.Config.Resources.Models["model1"].Permissions = permissions
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err = validateProductionMode(context.Background(), bundle, false)
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require.NoError(t, err)
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assert.Equal(t, "job1", bundle.Config.Resources.Jobs["job1"].Name)
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assert.Equal(t, "pipeline1", bundle.Config.Resources.Pipelines["pipeline1"].Name)
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assert.False(t, bundle.Config.Resources.Pipelines["pipeline1"].PipelineSpec.Development)
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}
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func TestProcessEnvironmentModeProductionGit(t *testing.T) {
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bundle := mockBundle(config.Production)
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// Pretend the user didn't set Git configuration explicitly
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bundle.Config.Bundle.Git.Inferred = true
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err := validateProductionMode(context.Background(), bundle, false)
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require.ErrorContains(t, err, "git")
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bundle.Config.Bundle.Git.Inferred = false
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}
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func TestProcessEnvironmentModeProductionOkForPrincipal(t *testing.T) {
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bundle := mockBundle(config.Production)
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// Our environment has all kinds of problems when not using service principals ...
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err := validateProductionMode(context.Background(), bundle, false)
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require.Error(t, err)
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// ... but we're much less strict when a principal is used
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err = validateProductionMode(context.Background(), bundle, true)
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require.NoError(t, err)
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}
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// Make sure that we have test coverage for all resource types
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func TestAllResourcesMocked(t *testing.T) {
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bundle := mockBundle(config.Development)
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resources := reflect.ValueOf(bundle.Config.Resources)
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for i := 0; i < resources.NumField(); i++ {
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field := resources.Field(i)
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if field.Kind() == reflect.Map {
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assert.True(
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t,
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!field.IsNil() && field.Len() > 0,
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"process_environment_mode should support '%s' (please add it to process_environment_mode.go and extend the test suite)",
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resources.Type().Field(i).Name,
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)
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}
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}
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}
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// Make sure that we at least rename all resources
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func TestAllResourcesRenamed(t *testing.T) {
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bundle := mockBundle(config.Development)
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resources := reflect.ValueOf(bundle.Config.Resources)
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m := ProcessEnvironmentMode()
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err := m.Apply(context.Background(), bundle)
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require.NoError(t, err)
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for i := 0; i < resources.NumField(); i++ {
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field := resources.Field(i)
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if field.Kind() == reflect.Map {
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for _, key := range field.MapKeys() {
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resource := field.MapIndex(key)
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nameField := resource.Elem().FieldByName("Name")
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if nameField.IsValid() && nameField.Kind() == reflect.String {
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assert.True(
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t,
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strings.Contains(nameField.String(), "dev"),
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"process_environment_mode should rename '%s' in '%s'",
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key,
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resources.Type().Field(i).Name,
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)
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}
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}
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}
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}
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}
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