mirror of https://github.com/databricks/cli.git
Add experimental test
This commit is contained in:
Lennart Kats
parent
6b5948cef9
commit
35bed3f549
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@ -3,7 +3,9 @@ package mutator_test
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import (
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import (
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"context"
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"context"
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"fmt"
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"fmt"
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"reflect"
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"runtime"
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"runtime"
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"strconv"
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"strings"
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"strings"
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"testing"
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"testing"
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@ -15,10 +17,20 @@ import (
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"github.com/databricks/cli/libs/dbr"
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"github.com/databricks/cli/libs/dbr"
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"github.com/databricks/cli/libs/dyn"
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"github.com/databricks/cli/libs/dyn"
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"github.com/databricks/databricks-sdk-go/service/catalog"
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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/jobs"
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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/require"
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"github.com/stretchr/testify/require"
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)
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)
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type RecordedField struct {
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Path string
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Value string
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}
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func TestApplyPresetsPrefix(t *testing.T) {
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func TestApplyPresetsPrefix(t *testing.T) {
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tests := []struct {
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tests := []struct {
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name string
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name string
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@ -457,88 +469,361 @@ func TestApplyPresetsSourceLinkedDeployment(t *testing.T) {
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}
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}
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func TestApplyPresetsCatalogSchema(t *testing.T) {
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func TestApplyPresetsCatalogSchema(t *testing.T) {
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// Create a bundle in a known mode, e.g. development or production doesn't matter much here.
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b := &bundle.Bundle{
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b := mockBundle(config.Development)
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Config: config.Root{
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// Set the catalog and schema in presets.
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Resources: config.Resources{
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b.Config.Presets.Catalog = "my_catalog"
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Jobs: map[string]*resources.Job{
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b.Config.Presets.Schema = "my_schema"
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"object": {
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JobSettings: &jobs.JobSettings{
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Name: "job",
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Parameters: []jobs.JobParameterDefinition{
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{Name: "catalog", Default: "<catalog>"},
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{Name: "schema", Default: "<schema>"},
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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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"object": {
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PipelineSpec: &pipelines.PipelineSpec{
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Name: "pipeline",
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Catalog: "<catalog>",
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Target: "<schema>",
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},
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},
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},
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ModelServingEndpoints: map[string]*resources.ModelServingEndpoint{
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"object": {
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CreateServingEndpoint: &serving.CreateServingEndpoint{
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Name: "serving",
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AiGateway: &serving.AiGatewayConfig{
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InferenceTableConfig: &serving.AiGatewayInferenceTableConfig{
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CatalogName: "<catalog>",
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SchemaName: "<schema>",
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},
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},
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Config: serving.EndpointCoreConfigInput{
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AutoCaptureConfig: &serving.AutoCaptureConfigInput{
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CatalogName: "<catalog>",
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SchemaName: "<schema>",
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},
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ServedEntities: []serving.ServedEntityInput{
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{EntityName: "<catalog>.<schema>.entity"},
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},
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ServedModels: []serving.ServedModelInput{
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{ModelName: "<catalog>.<schema>.model"},
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},
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},
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},
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},
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},
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RegisteredModels: map[string]*resources.RegisteredModel{
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"object": {
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CreateRegisteredModelRequest: &catalog.CreateRegisteredModelRequest{
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Name: "registered_model",
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CatalogName: "<catalog>",
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SchemaName: "<schema>",
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},
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},
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},
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QualityMonitors: map[string]*resources.QualityMonitor{
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"object": {
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TableName: "table",
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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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},
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Schemas: map[string]*resources.Schema{
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"object": {
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CreateSchema: &catalog.CreateSchema{
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Name: "<schema>",
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CatalogName: "<catalog>",
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},
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},
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},
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Models: map[string]*resources.MlflowModel{
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"object": {
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Model: &ml.Model{
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Name: "<catalog>.<schema>.model",
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},
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},
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},
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Experiments: map[string]*resources.MlflowExperiment{
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"object": {
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Experiment: &ml.Experiment{
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Name: "<catalog>.<schema>.experiment",
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},
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},
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},
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Clusters: map[string]*resources.Cluster{
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"object": {
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ClusterSpec: &compute.ClusterSpec{
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ClusterName: "cluster",
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},
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},
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},
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Dashboards: map[string]*resources.Dashboard{
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"object": {
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Dashboard: &dashboards.Dashboard{
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DisplayName: "dashboard",
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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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b.Config.Presets = config.Presets{
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Catalog: "my_catalog",
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Schema: "my_schema",
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}
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// Stage 1: Apply presets BEFORE cleanup.
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// Because all fields are already set to placeholders, Apply should NOT overwrite them (no-op).
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ctx := context.Background()
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ctx := context.Background()
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diags := bundle.Apply(ctx, b, mutator.ApplyPresets())
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diags := bundle.Apply(ctx, b, mutator.ApplyPresets())
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require.NoError(t, diags.Error())
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require.False(t, diags.HasError(), "unexpected error before cleanup: %v", diags.Error())
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verifyNoChangesBeforeCleanup(t, b.Config)
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// Verify that jobs got catalog/schema if they support it.
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// Stage 2: Cleanup all "<catalog>" and "<schema>" placeholders
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// For DBT tasks in jobs:
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// and record where they were.
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for _, job := range b.Config.Resources.Jobs {
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b.Config.MarkMutatorEntry(ctx)
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if job.JobSettings != nil && job.Tasks != nil {
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resources := reflect.ValueOf(&b.Config.Resources).Elem()
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for _, task := range job.Tasks {
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recordedFields := recordAndCleanupFields(resources, "Resources")
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if task.DbtTask != nil {
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b.Config.Resources.Jobs["object"].Parameters = nil
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require.Equal(t, "my_catalog", task.DbtTask.Catalog, "dbt catalog should be set")
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b.Config.MarkMutatorExit(ctx)
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require.Equal(t, "my_schema", task.DbtTask.Schema, "dbt schema should be set")
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// Stage 3: Apply presets after cleanup.
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diags = bundle.Apply(ctx, b, mutator.ApplyPresets())
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require.False(t, diags.HasError(), "unexpected error after cleanup: %v", diags.Error())
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verifyAllFields(t, b.Config, recordedFields)
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// Stage 4: Verify that all known fields in config.Resources have been processed.
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checkCompleteness(t, &b.Config.Resources, "Resources", recordedFields)
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}
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}
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func verifyNoChangesBeforeCleanup(t *testing.T, cfg config.Root) {
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t.Helper()
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// Just check a few representative fields to ensure they are still placeholders.
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// For example: Job parameter defaults should still have "<catalog>" and "<schema>"
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jobParams := cfg.Resources.Jobs["object"].Parameters
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require.Len(t, jobParams, 2, "job parameters count mismatch")
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require.Equal(t, "<catalog>", jobParams[0].Default, "expected no changes before cleanup")
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require.Equal(t, "<schema>", jobParams[1].Default, "expected no changes before cleanup")
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pipeline := cfg.Resources.Pipelines["object"]
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require.Equal(t, "<catalog>", pipeline.Catalog, "expected no changes before cleanup")
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require.Equal(t, "<schema>", pipeline.Target, "expected no changes before cleanup")
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}
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// recordAndCleanupFields recursively finds all Catalog/CatalogName/Schema/SchemaName fields,
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// records their original values, and replaces them with empty strings.
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func recordAndCleanupFields(rv reflect.Value, path string) []RecordedField {
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var recordedFields []RecordedField
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switch rv.Kind() {
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case reflect.Ptr, reflect.Interface:
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if !rv.IsNil() {
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recordedFields = append(recordedFields, recordAndCleanupFields(rv.Elem(), path)...)
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}
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case reflect.Struct:
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tp := rv.Type()
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for i := 0; i < rv.NumField(); i++ {
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ft := tp.Field(i)
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fv := rv.Field(i)
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fPath := path + "." + ft.Name
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if fv.Kind() == reflect.String {
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original := fv.String()
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newVal := cleanedValue(original)
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if newVal != original {
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fv.SetString(newVal)
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recordedFields = append(recordedFields, RecordedField{fPath, original})
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}
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}
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recordedFields = append(recordedFields, recordAndCleanupFieldsRecursive(fv, fPath)...)
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}
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case reflect.Map:
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for _, mk := range rv.MapKeys() {
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mVal := rv.MapIndex(mk)
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recordedFields = append(recordedFields, recordAndCleanupFieldsRecursive(mVal, path+"."+mk.String())...)
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}
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case reflect.Slice, reflect.Array:
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for i := 0; i < rv.Len(); i++ {
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recordedFields = append(recordedFields, recordAndCleanupFieldsRecursive(rv.Index(i), fmt.Sprintf("%s[%d]", path, i))...)
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}
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}
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return recordedFields
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}
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// verifyAllFields checks if all collected fields are now properly replaced after ApplyPresets.
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func verifyAllFields(t *testing.T, cfg config.Root, recordedFields []RecordedField) {
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t.Helper()
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for _, f := range recordedFields {
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expected := replaceCatalogSchemaPlaceholders(f.Value)
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got := getStringValueAtPath(t, reflect.ValueOf(cfg), f.Path)
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require.Equal(t, expected, got, "expected catalog/schema to be replaced by preset values at %s", f.Path)
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}
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}
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// checkCompleteness ensures that all catalog/schema fields have been processed.
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func checkCompleteness(t *testing.T, root interface{}, rootPath string, recordedFields []RecordedField) {
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t.Helper()
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recordedSet := make(map[string]bool)
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for _, f := range recordedFields {
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recordedSet[f.Path] = true
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}
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var check func(rv reflect.Value, path string)
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check = func(rv reflect.Value, path string) {
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switch rv.Kind() {
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case reflect.Ptr, reflect.Interface:
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if !rv.IsNil() {
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check(rv.Elem(), path)
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}
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case reflect.Struct:
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tp := rv.Type()
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for i := 0; i < rv.NumField(); i++ {
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ft := tp.Field(i)
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fv := rv.Field(i)
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fPath := path + "." + ft.Name
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if isCatalogOrSchemaField(ft.Name) {
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require.Truef(t, recordedSet[fPath],
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"Field %s was not recorded in recordedFields (completeness check failed)", fPath)
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}
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check(fv, fPath)
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}
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case reflect.Map:
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for _, mk := range rv.MapKeys() {
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mVal := rv.MapIndex(mk)
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check(mVal, path+"."+mk.String())
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}
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case reflect.Slice, reflect.Array:
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for i := 0; i < rv.Len(); i++ {
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check(rv.Index(i), fmt.Sprintf("%s[%d]", path, i))
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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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// Pipelines: Catalog/Schema
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rv := reflect.ValueOf(root)
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for _, p := range b.Config.Resources.Pipelines {
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if rv.Kind() == reflect.Ptr {
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if p.PipelineSpec != nil {
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rv = rv.Elem()
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// pipeline catalog and schema
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if p.Catalog == "" || p.Catalog == "hive_metastore" {
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require.Equal(t, "my_catalog", p.Catalog, "pipeline catalog should be set")
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}
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}
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require.Equal(t, "my_schema", p.Target, "pipeline schema (target) should be set")
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check(rv, rootPath)
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}
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// getStringValueAtPath navigates the given path and returns the string value at that path.
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func getStringValueAtPath(t *testing.T, root reflect.Value, path string) string {
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t.Helper()
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parts := strings.Split(path, ".")
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return navigatePath(t, root, parts)
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}
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func navigatePath(t *testing.T, rv reflect.Value, parts []string) string {
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t.Helper()
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// Trim empty parts if any
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for len(parts) > 0 && parts[0] == "" {
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parts = parts[1:]
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}
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for len(parts) > 0 {
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part := parts[0]
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parts = parts[1:]
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// Dereference pointers/interfaces before proceeding
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for rv.Kind() == reflect.Ptr || rv.Kind() == reflect.Interface {
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require.Falsef(t, rv.IsNil(), "nil pointer or interface encountered at part '%s'", part)
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rv = rv.Elem()
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}
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// If the part has indexing like "Parameters[0]", split it into "Parameters" and "[0]"
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var indexPart string
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fieldName := part
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if idx := strings.IndexRune(part, '['); idx != -1 {
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// e.g. part = "Parameters[0]"
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fieldName = part[:idx] // "Parameters"
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indexPart = part[idx:] // "[0]"
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require.Truef(t, strings.HasPrefix(indexPart, "["), "expected '[' in indexing")
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require.Truef(t, strings.HasSuffix(indexPart, "]"), "expected ']' at end of indexing")
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}
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// Navigate down structures/maps
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switch rv.Kind() {
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case reflect.Struct:
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// Find the struct field by name
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ft, ok := rv.Type().FieldByName(fieldName)
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if !ok {
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t.Fatalf("Could not find field '%s' in struct at path", fieldName)
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}
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rv = rv.FieldByIndex(ft.Index)
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case reflect.Map:
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// Use fieldName as map key
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mapVal := rv.MapIndex(reflect.ValueOf(fieldName))
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require.Truef(t, mapVal.IsValid(), "no map entry '%s' found in path", fieldName)
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rv = mapVal
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default:
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// If we're here, maybe we expected a struct or map but got something else
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t.Fatalf("Unexpected kind '%s' when looking for '%s'", rv.Kind(), fieldName)
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}
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// If there's an index part, apply it now
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if indexPart != "" {
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// Dereference again if needed
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for rv.Kind() == reflect.Ptr || rv.Kind() == reflect.Interface {
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require.False(t, rv.IsNil(), "nil pointer or interface when indexing")
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rv = rv.Elem()
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}
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require.Truef(t, rv.Kind() == reflect.Slice || rv.Kind() == reflect.Array, "expected slice/array for indexing but got %s", rv.Kind())
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idxStr := indexPart[1 : len(indexPart)-1] // remove [ and ]
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idx, err := strconv.Atoi(idxStr)
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require.NoError(t, err, "invalid slice index %s", indexPart)
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||||||
|
require.Truef(t, idx < rv.Len(), "index %d out of range in slice/array of length %d", idx, rv.Len())
|
||||||
|
rv = rv.Index(idx)
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
// Registered models: Catalog/Schema
|
// Dereference if needed at the leaf
|
||||||
for _, rm := range b.Config.Resources.RegisteredModels {
|
for rv.Kind() == reflect.Ptr || rv.Kind() == reflect.Interface {
|
||||||
if rm.CreateRegisteredModelRequest != nil {
|
require.False(t, rv.IsNil(), "nil pointer or interface at leaf")
|
||||||
require.Equal(t, "my_catalog", rm.CatalogName, "registered model catalog should be set")
|
rv = rv.Elem()
|
||||||
require.Equal(t, "my_schema", rm.SchemaName, "registered model schema should be set")
|
}
|
||||||
|
|
||||||
|
require.Equal(t, reflect.String, rv.Kind(), "expected a string at the final path")
|
||||||
|
return rv.String()
|
||||||
|
}
|
||||||
|
|
||||||
|
func isCatalogOrSchemaField(name string) bool {
|
||||||
|
switch name {
|
||||||
|
case "Catalog", "CatalogName", "Schema", "SchemaName", "Target":
|
||||||
|
return true
|
||||||
|
default:
|
||||||
|
return false
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
// Quality monitors: If paused, we rewrite tableName to include catalog.schema.
|
func cleanedValue(value string) string {
|
||||||
// In our code, if paused, we prepend catalog/schema if tableName wasn't already fully qualified.
|
value = strings.ReplaceAll(value, "<catalog>.", "")
|
||||||
// Let's verify that:
|
value = strings.ReplaceAll(value, "<schema>.", "")
|
||||||
for _, qm := range b.Config.Resources.QualityMonitors {
|
value = strings.ReplaceAll(value, "<catalog>", "")
|
||||||
// If not fully qualified (3 parts), it should have been rewritten.
|
value = strings.ReplaceAll(value, "<schema>", "")
|
||||||
parts := strings.Split(qm.TableName, ".")
|
return value
|
||||||
if len(parts) != 3 {
|
|
||||||
require.Equal(t, fmt.Sprintf("my_catalog.my_schema.%s", parts[0]), qm.TableName, "quality monitor tableName should include catalog and schema")
|
|
||||||
}
|
|
||||||
}
|
}
|
||||||
|
|
||||||
// Schemas: If there's a schema preset, we might replace the schema name or catalog name.
|
// replaceCatalogSchemaPlaceholders replaces placeholders with the final expected values.
|
||||||
for _, s := range b.Config.Resources.Schemas {
|
func replaceCatalogSchemaPlaceholders(value string) string {
|
||||||
if s.CreateSchema != nil {
|
value = strings.ReplaceAll(value, "<catalog>", "my_catalog")
|
||||||
// If catalog was empty before, now should be set:
|
value = strings.ReplaceAll(value, "<schema>", "my_schema")
|
||||||
require.Equal(t, "my_catalog", s.CatalogName, "schema catalog should be set")
|
return value
|
||||||
// If schema was empty before, it should be set, but we did have "schema1",
|
|
||||||
// so let's verify that if schema had a name, prefix logic may apply:
|
|
||||||
// The code attempts to handle schema naming carefully. If t.Schema != "" and s.Name == "",
|
|
||||||
// s.Name is set to t.Schema. Since s.Name was originally "schema1", it should remain "schema1" with prefix applied.
|
|
||||||
// If you want to verify behavior, do so explicitly if changed code logic.
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
// Model serving endpoints currently return a warning that they don't support catalog/schema presets.
|
|
||||||
// We can just verify that the warning is generated or that no fields were set since they are not supported.
|
|
||||||
// The ApplyPresets code emits a diag error if we attempt to use catalog/schema with model serving endpoints.
|
|
||||||
// Let's check that we got an error diagnostic:
|
|
||||||
// The code currently returns a diag error if model serving endpoints are present and catalog/schema are set.
|
|
||||||
// So we verify diags here:
|
|
||||||
foundEndpointError := false
|
|
||||||
for _, d := range diags {
|
|
||||||
if strings.Contains(d.Summary, "model serving endpoints are not supported with catalog/schema presets") {
|
|
||||||
foundEndpointError = true
|
|
||||||
break
|
|
||||||
}
|
|
||||||
}
|
|
||||||
require.True(t, foundEndpointError, "should have diag error for model serving endpoints")
|
|
||||||
|
|
||||||
// Add assertions for any other resources that support catalog/schema if needed.
|
|
||||||
// This list is maintained manually. If you add new resource types that support catalog/schema,
|
|
||||||
// add them here as well.
|
|
||||||
}
|
}
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue