mirror of https://github.com/databricks/cli.git
539 lines
20 KiB
Go
539 lines
20 KiB
Go
package mutator
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import (
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"context"
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"reflect"
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"slices"
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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/cli/libs/diag"
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"github.com/databricks/cli/libs/tags"
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sdkconfig "github.com/databricks/databricks-sdk-go/config"
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"github.com/databricks/databricks-sdk-go/service/catalog"
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"github.com/databricks/databricks-sdk-go/service/compute"
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"github.com/databricks/databricks-sdk-go/service/dashboards"
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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/databricks/databricks-sdk-go/service/serving"
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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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ArtifactPath: "/Users/lennart@company.com/.bundle/x/y/artifacts",
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FilePath: "/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": {
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JobSettings: &jobs.JobSettings{
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Name: "job1",
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Schedule: &jobs.CronSchedule{
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QuartzCronExpression: "* * * * *",
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},
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Tags: map[string]string{"existing": "tag"},
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},
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},
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"job2": {
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JobSettings: &jobs.JobSettings{
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Name: "job2",
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Schedule: &jobs.CronSchedule{
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QuartzCronExpression: "* * * * *",
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PauseStatus: jobs.PauseStatusUnpaused,
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},
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},
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},
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"job3": {
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JobSettings: &jobs.JobSettings{
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Name: "job3",
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Trigger: &jobs.TriggerSettings{
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FileArrival: &jobs.FileArrivalTriggerConfiguration{
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Url: "test.com",
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},
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},
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},
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},
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"job4": {
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JobSettings: &jobs.JobSettings{
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Name: "job4",
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Continuous: &jobs.Continuous{
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PauseStatus: jobs.PauseStatusPaused,
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},
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},
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},
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},
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Pipelines: map[string]*resources.Pipeline{
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"pipeline1": {PipelineSpec: &pipelines.PipelineSpec{Name: "pipeline1", Continuous: true}},
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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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ModelServingEndpoints: map[string]*resources.ModelServingEndpoint{
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"servingendpoint1": {CreateServingEndpoint: &serving.CreateServingEndpoint{Name: "servingendpoint1"}},
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},
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RegisteredModels: map[string]*resources.RegisteredModel{
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"registeredmodel1": {CreateRegisteredModelRequest: &catalog.CreateRegisteredModelRequest{Name: "registeredmodel1"}},
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},
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QualityMonitors: map[string]*resources.QualityMonitor{
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"qualityMonitor1": {
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TableName: "qualityMonitor1",
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CreateMonitor: &catalog.CreateMonitor{
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OutputSchemaName: "catalog.schema",
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},
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},
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"qualityMonitor2": {
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TableName: "qualityMonitor2",
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CreateMonitor: &catalog.CreateMonitor{
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OutputSchemaName: "catalog.schema",
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Schedule: &catalog.MonitorCronSchedule{},
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},
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},
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"qualityMonitor3": {
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TableName: "qualityMonitor3",
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CreateMonitor: &catalog.CreateMonitor{
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OutputSchemaName: "catalog.schema",
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Schedule: &catalog.MonitorCronSchedule{
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PauseStatus: catalog.MonitorCronSchedulePauseStatusUnpaused,
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},
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},
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},
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},
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Schemas: map[string]*resources.Schema{
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"schema1": {CreateSchema: &catalog.CreateSchema{Name: "schema1"}},
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},
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Volumes: map[string]*resources.Volume{
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"volume1": {CreateVolumeRequestContent: &catalog.CreateVolumeRequestContent{Name: "volume1"}},
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},
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Clusters: map[string]*resources.Cluster{
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"cluster1": {ClusterSpec: &compute.ClusterSpec{ClusterName: "cluster1", SparkVersion: "13.2.x", NumWorkers: 1}},
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},
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Dashboards: map[string]*resources.Dashboard{
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"dashboard1": {
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Dashboard: &dashboards.Dashboard{
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DisplayName: "dashboard1",
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},
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},
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},
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},
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},
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// Use AWS implementation for testing.
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Tagging: tags.ForCloud(&sdkconfig.Config{
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Host: "https://company.cloud.databricks.com",
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}),
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}
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}
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func TestProcessTargetModeDevelopment(t *testing.T) {
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b := mockBundle(config.Development)
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m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
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diags := bundle.Apply(context.Background(), b, m)
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require.NoError(t, diags.Error())
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// Job 1
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assert.Equal(t, "[dev lennart] job1", b.Config.Resources.Jobs["job1"].Name)
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assert.Equal(t, b.Config.Resources.Jobs["job1"].Tags["existing"], "tag")
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assert.Equal(t, b.Config.Resources.Jobs["job1"].Tags["dev"], "lennart")
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assert.Equal(t, b.Config.Resources.Jobs["job1"].Schedule.PauseStatus, jobs.PauseStatusPaused)
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// Job 2
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assert.Equal(t, "[dev lennart] job2", b.Config.Resources.Jobs["job2"].Name)
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assert.Equal(t, b.Config.Resources.Jobs["job2"].Tags["dev"], "lennart")
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assert.Equal(t, b.Config.Resources.Jobs["job2"].Schedule.PauseStatus, jobs.PauseStatusUnpaused)
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// Pipeline 1
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assert.Equal(t, "[dev lennart] pipeline1", b.Config.Resources.Pipelines["pipeline1"].Name)
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assert.Equal(t, false, b.Config.Resources.Pipelines["pipeline1"].Continuous)
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assert.True(t, b.Config.Resources.Pipelines["pipeline1"].PipelineSpec.Development)
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// Experiment 1
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assert.Equal(t, "/Users/lennart.kats@databricks.com/[dev lennart] experiment1", b.Config.Resources.Experiments["experiment1"].Name)
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assert.Contains(t, b.Config.Resources.Experiments["experiment1"].Experiment.Tags, ml.ExperimentTag{Key: "dev", Value: "lennart"})
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assert.Equal(t, "dev", b.Config.Resources.Experiments["experiment1"].Experiment.Tags[0].Key)
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// Experiment 2
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assert.Equal(t, "[dev lennart] experiment2", b.Config.Resources.Experiments["experiment2"].Name)
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assert.Contains(t, b.Config.Resources.Experiments["experiment2"].Experiment.Tags, ml.ExperimentTag{Key: "dev", Value: "lennart"})
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// Model 1
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assert.Equal(t, "[dev lennart] model1", b.Config.Resources.Models["model1"].Name)
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assert.Contains(t, b.Config.Resources.Models["model1"].Tags, ml.ModelTag{Key: "dev", Value: "lennart"})
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// Model serving endpoint 1
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assert.Equal(t, "dev_lennart_servingendpoint1", b.Config.Resources.ModelServingEndpoints["servingendpoint1"].Name)
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// Registered model 1
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assert.Equal(t, "dev_lennart_registeredmodel1", b.Config.Resources.RegisteredModels["registeredmodel1"].Name)
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// Quality Monitor 1
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assert.Equal(t, "qualityMonitor1", b.Config.Resources.QualityMonitors["qualityMonitor1"].TableName)
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assert.Nil(t, b.Config.Resources.QualityMonitors["qualityMonitor2"].Schedule)
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assert.Equal(t, catalog.MonitorCronSchedulePauseStatusUnpaused, b.Config.Resources.QualityMonitors["qualityMonitor3"].Schedule.PauseStatus)
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// Schema 1
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assert.Equal(t, "dev_lennart_schema1", b.Config.Resources.Schemas["schema1"].Name)
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// Clusters
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assert.Equal(t, "[dev lennart] cluster1", b.Config.Resources.Clusters["cluster1"].ClusterName)
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// Dashboards
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assert.Equal(t, "[dev lennart] dashboard1", b.Config.Resources.Dashboards["dashboard1"].DisplayName)
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}
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func TestProcessTargetModeDevelopmentTagNormalizationForAws(t *testing.T) {
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b := mockBundle(config.Development)
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b.Tagging = tags.ForCloud(&sdkconfig.Config{
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Host: "https://dbc-XXXXXXXX-YYYY.cloud.databricks.com/",
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})
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b.Config.Workspace.CurrentUser.ShortName = "Héllö wörld?!"
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m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
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diags := bundle.Apply(context.Background(), b, m)
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require.NoError(t, diags.Error())
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// Assert that tag normalization took place.
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assert.Equal(t, "Hello world__", b.Config.Resources.Jobs["job1"].Tags["dev"])
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}
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func TestProcessTargetModeDevelopmentTagNormalizationForAzure(t *testing.T) {
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b := mockBundle(config.Development)
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b.Tagging = tags.ForCloud(&sdkconfig.Config{
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Host: "https://adb-xxx.y.azuredatabricks.net/",
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})
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b.Config.Workspace.CurrentUser.ShortName = "Héllö wörld?!"
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m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
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diags := bundle.Apply(context.Background(), b, m)
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require.NoError(t, diags.Error())
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// Assert that tag normalization took place (Azure allows more characters than AWS).
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assert.Equal(t, "Héllö wörld?!", b.Config.Resources.Jobs["job1"].Tags["dev"])
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}
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func TestProcessTargetModeDevelopmentTagNormalizationForGcp(t *testing.T) {
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b := mockBundle(config.Development)
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b.Tagging = tags.ForCloud(&sdkconfig.Config{
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Host: "https://123.4.gcp.databricks.com/",
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})
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b.Config.Workspace.CurrentUser.ShortName = "Héllö wörld?!"
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m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
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diags := bundle.Apply(context.Background(), b, m)
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require.NoError(t, diags.Error())
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// Assert that tag normalization took place.
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assert.Equal(t, "Hello_world", b.Config.Resources.Jobs["job1"].Tags["dev"])
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}
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func TestValidateDevelopmentMode(t *testing.T) {
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// Test with a valid development mode bundle
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b := mockBundle(config.Development)
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diags := validateDevelopmentMode(b)
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require.NoError(t, diags.Error())
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// Test with /Volumes path
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b = mockBundle(config.Development)
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b.Config.Workspace.ArtifactPath = "/Volumes/catalog/schema/lennart/libs"
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diags = validateDevelopmentMode(b)
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require.NoError(t, diags.Error())
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b.Config.Workspace.ArtifactPath = "/Volumes/catalog/schema/libs"
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diags = validateDevelopmentMode(b)
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require.ErrorContains(t, diags.Error(), "artifact_path should contain the current username or ${workspace.current_user.short_name} to ensure uniqueness when using 'mode: development'")
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// Test with a bundle that has a non-user path
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b = mockBundle(config.Development)
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b.Config.Workspace.RootPath = "/Shared/.bundle/x/y/state"
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diags = validateDevelopmentMode(b)
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require.ErrorContains(t, diags.Error(), "root_path must start with '~/' or contain the current username to ensure uniqueness when using 'mode: development'")
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// Test with a bundle that has an unpaused trigger pause status
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b = mockBundle(config.Development)
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b.Config.Presets.TriggerPauseStatus = config.Unpaused
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diags = validateDevelopmentMode(b)
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require.ErrorContains(t, diags.Error(), "UNPAUSED")
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// Test with a bundle that has a prefix not containing the username or short name
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b = mockBundle(config.Development)
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b.Config.Presets.NamePrefix = "[prod]"
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diags = validateDevelopmentMode(b)
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require.Len(t, diags, 1)
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assert.Equal(t, diag.Error, diags[0].Severity)
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assert.Contains(t, diags[0].Summary, "")
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// Test with a bundle that has valid user paths
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b = mockBundle(config.Development)
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b.Config.Workspace.RootPath = "/Users/lennart@company.com/.bundle/x/y/state"
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b.Config.Workspace.StatePath = "/Users/lennart@company.com/.bundle/x/y/state"
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b.Config.Workspace.FilePath = "/Users/lennart@company.com/.bundle/x/y/files"
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b.Config.Workspace.ArtifactPath = "/Users/lennart@company.com/.bundle/x/y/artifacts"
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b.Config.Workspace.ResourcePath = "/Users/lennart@company.com/.bundle/x/y/resources"
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diags = validateDevelopmentMode(b)
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require.NoError(t, diags.Error())
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}
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func TestProcessTargetModeDefault(t *testing.T) {
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b := mockBundle("")
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m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
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diags := bundle.Apply(context.Background(), b, m)
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require.NoError(t, diags.Error())
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assert.Equal(t, "job1", b.Config.Resources.Jobs["job1"].Name)
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assert.Equal(t, "pipeline1", b.Config.Resources.Pipelines["pipeline1"].Name)
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assert.False(t, b.Config.Resources.Pipelines["pipeline1"].PipelineSpec.Development)
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assert.Equal(t, "servingendpoint1", b.Config.Resources.ModelServingEndpoints["servingendpoint1"].Name)
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assert.Equal(t, "registeredmodel1", b.Config.Resources.RegisteredModels["registeredmodel1"].Name)
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assert.Equal(t, "qualityMonitor1", b.Config.Resources.QualityMonitors["qualityMonitor1"].TableName)
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assert.Equal(t, "schema1", b.Config.Resources.Schemas["schema1"].Name)
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assert.Equal(t, "volume1", b.Config.Resources.Volumes["volume1"].Name)
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assert.Equal(t, "cluster1", b.Config.Resources.Clusters["cluster1"].ClusterName)
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}
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func TestProcessTargetModeProduction(t *testing.T) {
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b := mockBundle(config.Production)
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diags := validateProductionMode(context.Background(), b, false)
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require.ErrorContains(t, diags.Error(), "run_as")
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b.Config.Workspace.StatePath = "/Shared/.bundle/x/y/state"
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b.Config.Workspace.ArtifactPath = "/Shared/.bundle/x/y/artifacts"
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b.Config.Workspace.FilePath = "/Shared/.bundle/x/y/files"
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b.Config.Workspace.ResourcePath = "/Shared/.bundle/x/y/resources"
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diags = validateProductionMode(context.Background(), b, false)
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require.ErrorContains(t, diags.Error(), "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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b.Config.Resources.Jobs["job1"].Permissions = permissions
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b.Config.Resources.Jobs["job1"].RunAs = &jobs.JobRunAs{UserName: "user@company.com"}
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b.Config.Resources.Jobs["job2"].RunAs = &jobs.JobRunAs{UserName: "user@company.com"}
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b.Config.Resources.Jobs["job3"].RunAs = &jobs.JobRunAs{UserName: "user@company.com"}
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b.Config.Resources.Jobs["job4"].RunAs = &jobs.JobRunAs{UserName: "user@company.com"}
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b.Config.Resources.Pipelines["pipeline1"].Permissions = permissions
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b.Config.Resources.Experiments["experiment1"].Permissions = permissions
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b.Config.Resources.Experiments["experiment2"].Permissions = permissions
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b.Config.Resources.Models["model1"].Permissions = permissions
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b.Config.Resources.ModelServingEndpoints["servingendpoint1"].Permissions = permissions
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b.Config.Resources.Clusters["cluster1"].Permissions = permissions
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diags = validateProductionMode(context.Background(), b, false)
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require.NoError(t, diags.Error())
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assert.Equal(t, "job1", b.Config.Resources.Jobs["job1"].Name)
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assert.Equal(t, "pipeline1", b.Config.Resources.Pipelines["pipeline1"].Name)
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assert.False(t, b.Config.Resources.Pipelines["pipeline1"].PipelineSpec.Development)
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assert.Equal(t, "servingendpoint1", b.Config.Resources.ModelServingEndpoints["servingendpoint1"].Name)
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assert.Equal(t, "registeredmodel1", b.Config.Resources.RegisteredModels["registeredmodel1"].Name)
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assert.Equal(t, "qualityMonitor1", b.Config.Resources.QualityMonitors["qualityMonitor1"].TableName)
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assert.Equal(t, "schema1", b.Config.Resources.Schemas["schema1"].Name)
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assert.Equal(t, "volume1", b.Config.Resources.Volumes["volume1"].Name)
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assert.Equal(t, "cluster1", b.Config.Resources.Clusters["cluster1"].ClusterName)
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}
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func TestProcessTargetModeProductionOkForPrincipal(t *testing.T) {
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b := mockBundle(config.Production)
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// Our target has all kinds of problems when not using service principals ...
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diags := validateProductionMode(context.Background(), b, false)
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require.Error(t, diags.Error())
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// ... but we're much less strict when a principal is used
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diags = validateProductionMode(context.Background(), b, true)
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require.NoError(t, diags.Error())
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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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b := mockBundle(config.Development)
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resources := reflect.ValueOf(b.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_target_mode should support '%s' (please add it to process_target_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 rename all non UC resources
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func TestAllNonUCResourcesAreRenamed(t *testing.T) {
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b := mockBundle(config.Development)
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// UC resources should not have a prefix added to their name. Right now
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// this list only contains the Volume resource since we have yet to remove
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// prefixing support for UC schemas and registered models.
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ucFields := []reflect.Type{
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reflect.TypeOf(&resources.Volume{}),
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}
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m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
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diags := bundle.Apply(context.Background(), b, m)
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require.NoError(t, diags.Error())
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resources := reflect.ValueOf(b.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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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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continue
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}
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if slices.Contains(ucFields, resource.Type()) {
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assert.NotContains(t, nameField.String(), "dev", "process_target_mode should not rename '%s' in '%s'", key, resources.Type().Field(i).Name)
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} else {
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assert.Contains(t, nameField.String(), "dev", "process_target_mode should rename '%s' in '%s'", key, resources.Type().Field(i).Name)
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
func TestDisableLocking(t *testing.T) {
|
|
ctx := context.Background()
|
|
b := mockBundle(config.Development)
|
|
|
|
transformDevelopmentMode(ctx, b)
|
|
assert.False(t, b.Config.Bundle.Deployment.Lock.IsEnabled())
|
|
}
|
|
|
|
func TestDisableLockingDisabled(t *testing.T) {
|
|
ctx := context.Background()
|
|
b := mockBundle(config.Development)
|
|
explicitlyEnabled := true
|
|
b.Config.Bundle.Deployment.Lock.Enabled = &explicitlyEnabled
|
|
|
|
transformDevelopmentMode(ctx, b)
|
|
assert.True(t, b.Config.Bundle.Deployment.Lock.IsEnabled(), "Deployment lock should remain enabled in development mode when explicitly enabled")
|
|
}
|
|
|
|
func TestPrefixAlreadySet(t *testing.T) {
|
|
b := mockBundle(config.Development)
|
|
b.Config.Presets.NamePrefix = "custom_lennart_deploy_"
|
|
|
|
m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
|
|
diags := bundle.Apply(context.Background(), b, m)
|
|
require.NoError(t, diags.Error())
|
|
|
|
assert.Equal(t, "custom_lennart_deploy_job1", b.Config.Resources.Jobs["job1"].Name)
|
|
}
|
|
|
|
func TestTagsAlreadySet(t *testing.T) {
|
|
b := mockBundle(config.Development)
|
|
b.Config.Presets.Tags = map[string]string{
|
|
"custom": "tag",
|
|
"dev": "foo",
|
|
}
|
|
|
|
m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
|
|
diags := bundle.Apply(context.Background(), b, m)
|
|
require.NoError(t, diags.Error())
|
|
|
|
assert.Equal(t, "tag", b.Config.Resources.Jobs["job1"].Tags["custom"])
|
|
assert.Equal(t, "foo", b.Config.Resources.Jobs["job1"].Tags["dev"])
|
|
}
|
|
|
|
func TestTagsNil(t *testing.T) {
|
|
b := mockBundle(config.Development)
|
|
b.Config.Presets.Tags = nil
|
|
|
|
m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
|
|
diags := bundle.Apply(context.Background(), b, m)
|
|
require.NoError(t, diags.Error())
|
|
|
|
assert.Equal(t, "lennart", b.Config.Resources.Jobs["job2"].Tags["dev"])
|
|
}
|
|
|
|
func TestTagsEmptySet(t *testing.T) {
|
|
b := mockBundle(config.Development)
|
|
b.Config.Presets.Tags = map[string]string{}
|
|
|
|
m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
|
|
diags := bundle.Apply(context.Background(), b, m)
|
|
require.NoError(t, diags.Error())
|
|
|
|
assert.Equal(t, "lennart", b.Config.Resources.Jobs["job2"].Tags["dev"])
|
|
}
|
|
|
|
func TestJobsMaxConcurrentRunsAlreadySet(t *testing.T) {
|
|
b := mockBundle(config.Development)
|
|
b.Config.Presets.JobsMaxConcurrentRuns = 10
|
|
|
|
m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
|
|
diags := bundle.Apply(context.Background(), b, m)
|
|
require.NoError(t, diags.Error())
|
|
|
|
assert.Equal(t, 10, b.Config.Resources.Jobs["job1"].MaxConcurrentRuns)
|
|
}
|
|
|
|
func TestJobsMaxConcurrentRunsDisabled(t *testing.T) {
|
|
b := mockBundle(config.Development)
|
|
b.Config.Presets.JobsMaxConcurrentRuns = 1
|
|
|
|
m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
|
|
diags := bundle.Apply(context.Background(), b, m)
|
|
require.NoError(t, diags.Error())
|
|
|
|
assert.Equal(t, 1, b.Config.Resources.Jobs["job1"].MaxConcurrentRuns)
|
|
}
|
|
|
|
func TestTriggerPauseStatusWhenUnpaused(t *testing.T) {
|
|
b := mockBundle(config.Development)
|
|
b.Config.Presets.TriggerPauseStatus = config.Unpaused
|
|
|
|
m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
|
|
diags := bundle.Apply(context.Background(), b, m)
|
|
require.ErrorContains(t, diags.Error(), "target with 'mode: development' cannot set trigger pause status to UNPAUSED by default")
|
|
}
|
|
|
|
func TestPipelinesDevelopmentDisabled(t *testing.T) {
|
|
b := mockBundle(config.Development)
|
|
notEnabled := false
|
|
b.Config.Presets.PipelinesDevelopment = ¬Enabled
|
|
|
|
m := bundle.Seq(ProcessTargetMode(), ApplyPresets())
|
|
diags := bundle.Apply(context.Background(), b, m)
|
|
require.NoError(t, diags.Error())
|
|
|
|
assert.False(t, b.Config.Resources.Pipelines["pipeline1"].PipelineSpec.Development)
|
|
}
|