bundle/config/bundle.go

@@ -38,11 +38,8 @@ type Bundle struct {
 	// Annotated readonly as this should be set at the target level.
 	Mode Mode `json:"mode,omitempty" bundle:"readonly"`
 
-	// DEPRECATED: Overrides the compute used for jobs and other supported assets.
+	// Overrides the compute used for jobs and other supported assets.
-	ComputeId string `json:"compute_id,omitempty"`
+	ComputeID string `json:"compute_id,omitempty"`
-
-	// Overrides the cluster used for jobs and other supported assets.
-	ClusterId string `json:"cluster_id,omitempty"`
 
 	// Deployment section specifies deployment related configuration for bundle
 	Deployment Deployment `json:"deployment,omitempty"`

bundle/config/mutator/apply_presets.go

@@ -160,21 +160,6 @@ func (m *applyPresets) Apply(ctx context.Context, b *bundle.Bundle) diag.Diagnos
 		// the Databricks UI and via the SQL API.
 	}
 
-	// Clusters: Prefix, Tags
-	for _, c := range r.Clusters {
-		c.ClusterName = prefix + c.ClusterName
-		if c.CustomTags == nil {
-			c.CustomTags = make(map[string]string)
-		}
-		for _, tag := range tags {
-			normalisedKey := b.Tagging.NormalizeKey(tag.Key)
-			normalisedValue := b.Tagging.NormalizeValue(tag.Value)
-			if _, ok := c.CustomTags[normalisedKey]; !ok {
-				c.CustomTags[normalisedKey] = normalisedValue
-			}
-		}
-	}
-
 	return nil
 }
 

bundle/config/mutator/compute_id_compat.go

@@ -1,87 +0,0 @@
-package mutator
-
-import (
-	"context"
-
-	"github.com/databricks/cli/bundle"
-	"github.com/databricks/cli/libs/diag"
-	"github.com/databricks/cli/libs/dyn"
-)
-
-type computeIdToClusterId struct{}
-
-func ComputeIdToClusterId() bundle.Mutator {
-	return &computeIdToClusterId{}
-}
-
-func (m *computeIdToClusterId) Name() string {
-	return "ComputeIdToClusterId"
-}
-
-func (m *computeIdToClusterId) Apply(ctx context.Context, b *bundle.Bundle) diag.Diagnostics {
-	var diags diag.Diagnostics
-
-	// The "compute_id" key is set; rewrite it to "cluster_id".
-	err := b.Config.Mutate(func(v dyn.Value) (dyn.Value, error) {
-		v, d := rewriteComputeIdToClusterId(v, dyn.NewPath(dyn.Key("bundle")))
-		diags = diags.Extend(d)
-
-		// Check if the "compute_id" key is set in any target overrides.
-		return dyn.MapByPattern(v, dyn.NewPattern(dyn.Key("targets"), dyn.AnyKey()), func(p dyn.Path, v dyn.Value) (dyn.Value, error) {
-			v, d := rewriteComputeIdToClusterId(v, dyn.Path{})
-			diags = diags.Extend(d)
-			return v, nil
-		})
-	})
-
-	diags = diags.Extend(diag.FromErr(err))
-	return diags
-}
-
-func rewriteComputeIdToClusterId(v dyn.Value, p dyn.Path) (dyn.Value, diag.Diagnostics) {
-	var diags diag.Diagnostics
-	computeIdPath := p.Append(dyn.Key("compute_id"))
-	computeId, err := dyn.GetByPath(v, computeIdPath)
-
-	// If the "compute_id" key is not set, we don't need to do anything.
-	if err != nil {
-		return v, nil
-	}
-
-	if computeId.Kind() == dyn.KindInvalid {
-		return v, nil
-	}
-
-	diags = diags.Append(diag.Diagnostic{
-		Severity:  diag.Warning,
-		Summary:   "compute_id is deprecated, please use cluster_id instead",
-		Locations: computeId.Locations(),
-		Paths:     []dyn.Path{computeIdPath},
-	})
-
-	clusterIdPath := p.Append(dyn.Key("cluster_id"))
-	nv, err := dyn.SetByPath(v, clusterIdPath, computeId)
-	if err != nil {
-		return dyn.InvalidValue, diag.FromErr(err)
-	}
-	// Drop the "compute_id" key.
-	vout, err := dyn.Walk(nv, func(p dyn.Path, v dyn.Value) (dyn.Value, error) {
-		switch len(p) {
-		case 0:
-			return v, nil
-		case 1:
-			if p[0] == dyn.Key("compute_id") {
-				return v, dyn.ErrDrop
-			}
-			return v, nil
-		case 2:
-			if p[1] == dyn.Key("compute_id") {
-				return v, dyn.ErrDrop
-			}
-		}
-		return v, dyn.ErrSkip
-	})
-
-	diags = diags.Extend(diag.FromErr(err))
-	return vout, diags
-}

bundle/config/mutator/compute_id_compate_test.go

@@ -1,57 +0,0 @@
-package mutator_test
-
-import (
-	"context"
-	"testing"
-
-	"github.com/databricks/cli/bundle"
-	"github.com/databricks/cli/bundle/config"
-	"github.com/databricks/cli/bundle/config/mutator"
-	"github.com/databricks/cli/libs/diag"
-	"github.com/stretchr/testify/assert"
-)
-
-func TestComputeIdToClusterId(t *testing.T) {
-	b := &bundle.Bundle{
-		Config: config.Root{
-			Bundle: config.Bundle{
-				ComputeId: "compute-id",
-			},
-		},
-	}
-
-	diags := bundle.Apply(context.Background(), b, mutator.ComputeIdToClusterId())
-	assert.NoError(t, diags.Error())
-	assert.Equal(t, "compute-id", b.Config.Bundle.ClusterId)
-	assert.Empty(t, b.Config.Bundle.ComputeId)
-
-	assert.Len(t, diags, 1)
-	assert.Equal(t, "compute_id is deprecated, please use cluster_id instead", diags[0].Summary)
-	assert.Equal(t, diag.Warning, diags[0].Severity)
-}
-
-func TestComputeIdToClusterIdInTargetOverride(t *testing.T) {
-	b := &bundle.Bundle{
-		Config: config.Root{
-			Targets: map[string]*config.Target{
-				"dev": {
-					ComputeId: "compute-id-dev",
-				},
-			},
-		},
-	}
-
-	diags := bundle.Apply(context.Background(), b, mutator.ComputeIdToClusterId())
-	assert.NoError(t, diags.Error())
-	assert.Empty(t, b.Config.Targets["dev"].ComputeId)
-
-	diags = diags.Extend(bundle.Apply(context.Background(), b, mutator.SelectTarget("dev")))
-	assert.NoError(t, diags.Error())
-
-	assert.Equal(t, "compute-id-dev", b.Config.Bundle.ClusterId)
-	assert.Empty(t, b.Config.Bundle.ComputeId)
-
-	assert.Len(t, diags, 1)
-	assert.Equal(t, "compute_id is deprecated, please use cluster_id instead", diags[0].Summary)
-	assert.Equal(t, diag.Warning, diags[0].Severity)
-}

bundle/config/mutator/mutator.go

@@ -23,7 +23,6 @@ func DefaultMutators() []bundle.Mutator {
 		VerifyCliVersion(),
 
 		EnvironmentsToTargets(),
-		ComputeIdToClusterId(),
 		InitializeVariables(),
 		DefineDefaultTarget(),
 		LoadGitDetails(),

bundle/config/mutator/override_compute.go

@@ -39,22 +39,22 @@ func overrideJobCompute(j *resources.Job, compute string) {
 
 func (m *overrideCompute) Apply(ctx context.Context, b *bundle.Bundle) diag.Diagnostics {
 	if b.Config.Bundle.Mode != config.Development {
-		if b.Config.Bundle.ClusterId != "" {
+		if b.Config.Bundle.ComputeID != "" {
 			return diag.Errorf("cannot override compute for an target that does not use 'mode: development'")
 		}
 		return nil
 	}
 	if v := env.Get(ctx, "DATABRICKS_CLUSTER_ID"); v != "" {
-		b.Config.Bundle.ClusterId = v
+		b.Config.Bundle.ComputeID = v
 	}
 
-	if b.Config.Bundle.ClusterId == "" {
+	if b.Config.Bundle.ComputeID == "" {
 		return nil
 	}
 
 	r := b.Config.Resources
 	for i := range r.Jobs {
-		overrideJobCompute(r.Jobs[i], b.Config.Bundle.ClusterId)
+		overrideJobCompute(r.Jobs[i], b.Config.Bundle.ComputeID)
 	}
 
 	return nil

bundle/config/mutator/override_compute_test.go

@@ -20,7 +20,7 @@ func TestOverrideDevelopment(t *testing.T) {
 		Config: config.Root{
 			Bundle: config.Bundle{
 				Mode:      config.Development,
-				ClusterId: "newClusterID",
+				ComputeID: "newClusterID",
 			},
 			Resources: config.Resources{
 				Jobs: map[string]*resources.Job{
@@ -144,7 +144,7 @@ func TestOverrideProduction(t *testing.T) {
 	b := &bundle.Bundle{
 		Config: config.Root{
 			Bundle: config.Bundle{
-				ClusterId: "newClusterID",
+				ComputeID: "newClusterID",
 			},
 			Resources: config.Resources{
 				Jobs: map[string]*resources.Job{

bundle/config/mutator/process_target_mode_test.go

@@ -13,7 +13,6 @@ import (
 	"github.com/databricks/cli/libs/tags"
 	sdkconfig "github.com/databricks/databricks-sdk-go/config"
 	"github.com/databricks/databricks-sdk-go/service/catalog"
-	"github.com/databricks/databricks-sdk-go/service/compute"
 	"github.com/databricks/databricks-sdk-go/service/iam"
 	"github.com/databricks/databricks-sdk-go/service/jobs"
 	"github.com/databricks/databricks-sdk-go/service/ml"
@@ -120,9 +119,6 @@ func mockBundle(mode config.Mode) *bundle.Bundle {
 				Schemas: map[string]*resources.Schema{
 					"schema1": {CreateSchema: &catalog.CreateSchema{Name: "schema1"}},
 				},
-				Clusters: map[string]*resources.Cluster{
-					"cluster1": {ClusterSpec: &compute.ClusterSpec{ClusterName: "cluster1", SparkVersion: "13.2.x", NumWorkers: 1}},
-				},
 			},
 		},
 		// Use AWS implementation for testing.
@@ -181,9 +177,6 @@ func TestProcessTargetModeDevelopment(t *testing.T) {
 
 	// Schema 1
 	assert.Equal(t, "dev_lennart_schema1", b.Config.Resources.Schemas["schema1"].Name)
-
-	// Clusters
-	assert.Equal(t, "[dev lennart] cluster1", b.Config.Resources.Clusters["cluster1"].ClusterName)
 }
 
 func TestProcessTargetModeDevelopmentTagNormalizationForAws(t *testing.T) {
@@ -288,7 +281,6 @@ func TestProcessTargetModeDefault(t *testing.T) {
 	assert.Equal(t, "servingendpoint1", b.Config.Resources.ModelServingEndpoints["servingendpoint1"].Name)
 	assert.Equal(t, "registeredmodel1", b.Config.Resources.RegisteredModels["registeredmodel1"].Name)
 	assert.Equal(t, "qualityMonitor1", b.Config.Resources.QualityMonitors["qualityMonitor1"].TableName)
-	assert.Equal(t, "cluster1", b.Config.Resources.Clusters["cluster1"].ClusterName)
 }
 
 func TestProcessTargetModeProduction(t *testing.T) {
@@ -320,7 +312,6 @@ func TestProcessTargetModeProduction(t *testing.T) {
 	b.Config.Resources.Experiments["experiment2"].Permissions = permissions
 	b.Config.Resources.Models["model1"].Permissions = permissions
 	b.Config.Resources.ModelServingEndpoints["servingendpoint1"].Permissions = permissions
-	b.Config.Resources.Clusters["cluster1"].Permissions = permissions
 
 	diags = validateProductionMode(context.Background(), b, false)
 	require.NoError(t, diags.Error())
@@ -331,7 +322,6 @@ func TestProcessTargetModeProduction(t *testing.T) {
 	assert.Equal(t, "servingendpoint1", b.Config.Resources.ModelServingEndpoints["servingendpoint1"].Name)
 	assert.Equal(t, "registeredmodel1", b.Config.Resources.RegisteredModels["registeredmodel1"].Name)
 	assert.Equal(t, "qualityMonitor1", b.Config.Resources.QualityMonitors["qualityMonitor1"].TableName)
-	assert.Equal(t, "cluster1", b.Config.Resources.Clusters["cluster1"].ClusterName)
 }
 
 func TestProcessTargetModeProductionOkForPrincipal(t *testing.T) {

bundle/config/mutator/run_as_test.go

@@ -32,7 +32,6 @@ func allResourceTypes(t *testing.T) []string {
 	// the dyn library gives us the correct list of all resources supported. Please
 	// also update this check when adding a new resource
 	require.Equal(t, []string{
-		"clusters",
 		"experiments",
 		"jobs",
 		"model_serving_endpoints",
@@ -134,7 +133,6 @@ func TestRunAsErrorForUnsupportedResources(t *testing.T) {
 	// some point in the future. These resources are (implicitly) on the deny list, since
 	// they are not on the allow list below.
 	allowList := []string{
-		"clusters",
 		"jobs",
 		"models",
 		"registered_models",

bundle/config/resources.go

@@ -19,7 +19,6 @@ type Resources struct {
 	RegisteredModels      map[string]*resources.RegisteredModel      `json:"registered_models,omitempty"`
 	QualityMonitors       map[string]*resources.QualityMonitor       `json:"quality_monitors,omitempty"`
 	Schemas               map[string]*resources.Schema               `json:"schemas,omitempty"`
-	Clusters              map[string]*resources.Cluster              `json:"clusters,omitempty"`
 }
 
 type ConfigResource interface {

bundle/config/resources/clusters.go

@@ -1,39 +0,0 @@
-package resources
-
-import (
-	"context"
-
-	"github.com/databricks/cli/libs/log"
-	"github.com/databricks/databricks-sdk-go"
-	"github.com/databricks/databricks-sdk-go/marshal"
-	"github.com/databricks/databricks-sdk-go/service/compute"
-)
-
-type Cluster struct {
-	ID             string         `json:"id,omitempty" bundle:"readonly"`
-	Permissions    []Permission   `json:"permissions,omitempty"`
-	ModifiedStatus ModifiedStatus `json:"modified_status,omitempty" bundle:"internal"`
-
-	*compute.ClusterSpec
-}
-
-func (s *Cluster) UnmarshalJSON(b []byte) error {
-	return marshal.Unmarshal(b, s)
-}
-
-func (s Cluster) MarshalJSON() ([]byte, error) {
-	return marshal.Marshal(s)
-}
-
-func (s *Cluster) Exists(ctx context.Context, w *databricks.WorkspaceClient, id string) (bool, error) {
-	_, err := w.Clusters.GetByClusterId(ctx, id)
-	if err != nil {
-		log.Debugf(ctx, "cluster %s does not exist", id)
-		return false, err
-	}
-	return true, nil
-}
-
-func (s *Cluster) TerraformResourceName() string {
-	return "databricks_cluster"
-}

bundle/config/root.go

@@ -366,9 +366,9 @@ func (r *Root) MergeTargetOverrides(name string) error {
 		}
 	}
 
-	// Merge `cluster_id`. This field must be overwritten if set, not merged.
+	// Merge `compute_id`. This field must be overwritten if set, not merged.
-	if v := target.Get("cluster_id"); v.Kind() != dyn.KindInvalid {
+	if v := target.Get("compute_id"); v.Kind() != dyn.KindInvalid {
-		root, err = dyn.SetByPath(root, dyn.NewPath(dyn.Key("bundle"), dyn.Key("cluster_id")), v)
+		root, err = dyn.SetByPath(root, dyn.NewPath(dyn.Key("bundle"), dyn.Key("compute_id")), v)
 		if err != nil {
 			return err
 		}

bundle/config/target.go

@@ -24,11 +24,8 @@ type Target struct {
 	// name prefix of deployed resources.
 	Presets Presets `json:"presets,omitempty"`
 
-	// DEPRECATED: Overrides the compute used for jobs and other supported assets.
+	// Overrides the compute used for jobs and other supported assets.
-	ComputeId string `json:"compute_id,omitempty"`
+	ComputeID string `json:"compute_id,omitempty"`
-
-	// Overrides the cluster used for jobs and other supported assets.
-	ClusterId string `json:"cluster_id,omitempty"`
 
 	Bundle *Bundle `json:"bundle,omitempty"`
 

bundle/deploy/files/upload.go

@@ -8,12 +8,9 @@ import (
 	"github.com/databricks/cli/libs/cmdio"
 	"github.com/databricks/cli/libs/diag"
 	"github.com/databricks/cli/libs/log"
-	"github.com/databricks/cli/libs/sync"
 )
 
-type upload struct {
+type upload struct{}
-	outputHandler sync.OutputHandler
-}
 
 func (m *upload) Name() string {
 	return "files.Upload"
@@ -21,18 +18,11 @@ func (m *upload) Name() string {
 
 func (m *upload) Apply(ctx context.Context, b *bundle.Bundle) diag.Diagnostics {
 	cmdio.LogString(ctx, fmt.Sprintf("Uploading bundle files to %s...", b.Config.Workspace.FilePath))
-	opts, err := GetSyncOptions(ctx, bundle.ReadOnly(b))
+	sync, err := GetSync(ctx, bundle.ReadOnly(b))
 	if err != nil {
 		return diag.FromErr(err)
 	}
 
-	opts.OutputHandler = m.outputHandler
-	sync, err := sync.New(ctx, *opts)
-	if err != nil {
-		return diag.FromErr(err)
-	}
-	defer sync.Close()
-
 	b.Files, err = sync.RunOnce(ctx)
 	if err != nil {
 		return diag.FromErr(err)
@@ -42,6 +32,6 @@ func (m *upload) Apply(ctx context.Context, b *bundle.Bundle) diag.Diagnostics {
 	return nil
 }
 
-func Upload(outputHandler sync.OutputHandler) bundle.Mutator {
+func Upload() bundle.Mutator {
-	return &upload{outputHandler}
+	return &upload{}
 }

bundle/deploy/terraform/convert.go

@@ -231,13 +231,6 @@ func BundleToTerraform(config *config.Root) *schema.Root {
 		tfroot.Resource.QualityMonitor[k] = &dst
 	}
 
-	for k, src := range config.Resources.Clusters {
-		noResources = false
-		var dst schema.ResourceCluster
-		conv(src, &dst)
-		tfroot.Resource.Cluster[k] = &dst
-	}
-
 	// We explicitly set "resource" to nil to omit it from a JSON encoding.
 	// This is required because the terraform CLI requires >= 1 resources defined
 	// if the "resource" property is used in a .tf.json file.
@@ -401,16 +394,6 @@ func TerraformToBundle(state *resourcesState, config *config.Root) error {
 				}
 				cur.ID = instance.Attributes.ID
 				config.Resources.Schemas[resource.Name] = cur
-			case "databricks_cluster":
-				if config.Resources.Clusters == nil {
-					config.Resources.Clusters = make(map[string]*resources.Cluster)
-				}
-				cur := config.Resources.Clusters[resource.Name]
-				if cur == nil {
-					cur = &resources.Cluster{ModifiedStatus: resources.ModifiedStatusDeleted}
-				}
-				cur.ID = instance.Attributes.ID
-				config.Resources.Clusters[resource.Name] = cur
 			case "databricks_permissions":
 			case "databricks_grants":
 				// Ignore; no need to pull these back into the configuration.
@@ -460,11 +443,6 @@ func TerraformToBundle(state *resourcesState, config *config.Root) error {
 			src.ModifiedStatus = resources.ModifiedStatusCreated
 		}
 	}
-	for _, src := range config.Resources.Clusters {
-		if src.ModifiedStatus == "" && src.ID == "" {
-			src.ModifiedStatus = resources.ModifiedStatusCreated
-		}
-	}
 
 	return nil
 }

bundle/deploy/terraform/convert_test.go

@@ -663,14 +663,6 @@ func TestTerraformToBundleEmptyLocalResources(t *testing.T) {
 					{Attributes: stateInstanceAttributes{ID: "1"}},
 				},
 			},
-			{
-				Type: "databricks_cluster",
-				Mode: "managed",
-				Name: "test_cluster",
-				Instances: []stateResourceInstance{
-					{Attributes: stateInstanceAttributes{ID: "1"}},
-				},
-			},
 		},
 	}
 	err := TerraformToBundle(&tfState, &config)
@@ -700,9 +692,6 @@ func TestTerraformToBundleEmptyLocalResources(t *testing.T) {
 	assert.Equal(t, "1", config.Resources.Schemas["test_schema"].ID)
 	assert.Equal(t, resources.ModifiedStatusDeleted, config.Resources.Schemas["test_schema"].ModifiedStatus)
 
-	assert.Equal(t, "1", config.Resources.Clusters["test_cluster"].ID)
-	assert.Equal(t, resources.ModifiedStatusDeleted, config.Resources.Clusters["test_cluster"].ModifiedStatus)
-
 	AssertFullResourceCoverage(t, &config)
 }
 
@@ -765,13 +754,6 @@ func TestTerraformToBundleEmptyRemoteResources(t *testing.T) {
 					},
 				},
 			},
-			Clusters: map[string]*resources.Cluster{
-				"test_cluster": {
-					ClusterSpec: &compute.ClusterSpec{
-						ClusterName: "test_cluster",
-					},
-				},
-			},
 		},
 	}
 	var tfState = resourcesState{
@@ -804,9 +786,6 @@ func TestTerraformToBundleEmptyRemoteResources(t *testing.T) {
 	assert.Equal(t, "", config.Resources.Schemas["test_schema"].ID)
 	assert.Equal(t, resources.ModifiedStatusCreated, config.Resources.Schemas["test_schema"].ModifiedStatus)
 
-	assert.Equal(t, "", config.Resources.Clusters["test_cluster"].ID)
-	assert.Equal(t, resources.ModifiedStatusCreated, config.Resources.Clusters["test_cluster"].ModifiedStatus)
-
 	AssertFullResourceCoverage(t, &config)
 }
 
@@ -909,18 +888,6 @@ func TestTerraformToBundleModifiedResources(t *testing.T) {
 					},
 				},
 			},
-			Clusters: map[string]*resources.Cluster{
-				"test_cluster": {
-					ClusterSpec: &compute.ClusterSpec{
-						ClusterName: "test_cluster",
-					},
-				},
-				"test_cluster_new": {
-					ClusterSpec: &compute.ClusterSpec{
-						ClusterName: "test_cluster_new",
-					},
-				},
-			},
 		},
 	}
 	var tfState = resourcesState{
@@ -1053,22 +1020,6 @@ func TestTerraformToBundleModifiedResources(t *testing.T) {
 					{Attributes: stateInstanceAttributes{ID: "2"}},
 				},
 			},
-			{
-				Type: "databricks_cluster",
-				Mode: "managed",
-				Name: "test_cluster",
-				Instances: []stateResourceInstance{
-					{Attributes: stateInstanceAttributes{ID: "1"}},
-				},
-			},
-			{
-				Type: "databricks_cluster",
-				Mode: "managed",
-				Name: "test_cluster_old",
-				Instances: []stateResourceInstance{
-					{Attributes: stateInstanceAttributes{ID: "2"}},
-				},
-			},
 		},
 	}
 	err := TerraformToBundle(&tfState, &config)
@@ -1130,13 +1081,6 @@ func TestTerraformToBundleModifiedResources(t *testing.T) {
 	assert.Equal(t, "", config.Resources.Schemas["test_schema_new"].ID)
 	assert.Equal(t, resources.ModifiedStatusCreated, config.Resources.Schemas["test_schema_new"].ModifiedStatus)
 
-	assert.Equal(t, "1", config.Resources.Clusters["test_cluster"].ID)
-	assert.Equal(t, "", config.Resources.Clusters["test_cluster"].ModifiedStatus)
-	assert.Equal(t, "2", config.Resources.Clusters["test_cluster_old"].ID)
-	assert.Equal(t, resources.ModifiedStatusDeleted, config.Resources.Clusters["test_cluster_old"].ModifiedStatus)
-	assert.Equal(t, "", config.Resources.Clusters["test_cluster_new"].ID)
-	assert.Equal(t, resources.ModifiedStatusCreated, config.Resources.Clusters["test_cluster_new"].ModifiedStatus)
-
 	AssertFullResourceCoverage(t, &config)
 }
 

bundle/deploy/terraform/interpolate.go

@@ -58,8 +58,6 @@ func (m *interpolateMutator) Apply(ctx context.Context, b *bundle.Bundle) diag.D
 				path = dyn.NewPath(dyn.Key("databricks_quality_monitor")).Append(path[2:]...)
 			case dyn.Key("schemas"):
 				path = dyn.NewPath(dyn.Key("databricks_schema")).Append(path[2:]...)
-			case dyn.Key("clusters"):
-				path = dyn.NewPath(dyn.Key("databricks_cluster")).Append(path[2:]...)
 			default:
 				// Trigger "key not found" for unknown resource types.
 				return dyn.GetByPath(root, path)

bundle/deploy/terraform/interpolate_test.go

@@ -31,7 +31,6 @@ func TestInterpolate(t *testing.T) {
 								"other_model_serving":    "${resources.model_serving_endpoints.other_model_serving.id}",
 								"other_registered_model": "${resources.registered_models.other_registered_model.id}",
 								"other_schema":           "${resources.schemas.other_schema.id}",
-								"other_cluster":          "${resources.clusters.other_cluster.id}",
 							},
 							Tasks: []jobs.Task{
 								{
@@ -68,7 +67,6 @@ func TestInterpolate(t *testing.T) {
 	assert.Equal(t, "${databricks_model_serving.other_model_serving.id}", j.Tags["other_model_serving"])
 	assert.Equal(t, "${databricks_registered_model.other_registered_model.id}", j.Tags["other_registered_model"])
 	assert.Equal(t, "${databricks_schema.other_schema.id}", j.Tags["other_schema"])
-	assert.Equal(t, "${databricks_cluster.other_cluster.id}", j.Tags["other_cluster"])
 
 	m := b.Config.Resources.Models["my_model"]
 	assert.Equal(t, "my_model", m.Model.Name)

bundle/deploy/terraform/tfdyn/convert_cluster.go

@@ -1,52 +0,0 @@
-package tfdyn
-
-import (
-	"context"
-	"fmt"
-
-	"github.com/databricks/cli/bundle/internal/tf/schema"
-	"github.com/databricks/cli/libs/dyn"
-	"github.com/databricks/cli/libs/dyn/convert"
-	"github.com/databricks/cli/libs/log"
-	"github.com/databricks/databricks-sdk-go/service/compute"
-)
-
-func convertClusterResource(ctx context.Context, vin dyn.Value) (dyn.Value, error) {
-	// Normalize the output value to the target schema.
-	vout, diags := convert.Normalize(compute.ClusterSpec{}, vin)
-	for _, diag := range diags {
-		log.Debugf(ctx, "cluster normalization diagnostic: %s", diag.Summary)
-	}
-
-	return vout, nil
-}
-
-type clusterConverter struct{}
-
-func (clusterConverter) Convert(ctx context.Context, key string, vin dyn.Value, out *schema.Resources) error {
-	vout, err := convertClusterResource(ctx, vin)
-	if err != nil {
-		return err
-	}
-
-	// We always set no_wait as it allows DABs not to wait for cluster to be started.
-	vout, err = dyn.Set(vout, "no_wait", dyn.V(true))
-	if err != nil {
-		return err
-	}
-
-	// Add the converted resource to the output.
-	out.Cluster[key] = vout.AsAny()
-
-	// Configure permissions for this resource.
-	if permissions := convertPermissionsResource(ctx, vin); permissions != nil {
-		permissions.JobId = fmt.Sprintf("${databricks_cluster.%s.id}", key)
-		out.Permissions["cluster_"+key] = permissions
-	}
-
-	return nil
-}
-
-func init() {
-	registerConverter("clusters", clusterConverter{})
-}

bundle/deploy/terraform/tfdyn/convert_cluster_test.go

@@ -1,97 +0,0 @@
-package tfdyn
-
-import (
-	"context"
-	"testing"
-
-	"github.com/databricks/cli/bundle/config/resources"
-	"github.com/databricks/cli/bundle/internal/tf/schema"
-	"github.com/databricks/cli/libs/dyn"
-	"github.com/databricks/cli/libs/dyn/convert"
-	"github.com/databricks/databricks-sdk-go/service/compute"
-	"github.com/stretchr/testify/assert"
-	"github.com/stretchr/testify/require"
-)
-
-func TestConvertCluster(t *testing.T) {
-	var src = resources.Cluster{
-		ClusterSpec: &compute.ClusterSpec{
-			NumWorkers:   3,
-			SparkVersion: "13.3.x-scala2.12",
-			ClusterName:  "cluster",
-			SparkConf: map[string]string{
-				"spark.executor.memory": "2g",
-			},
-			AwsAttributes: &compute.AwsAttributes{
-				Availability: "ON_DEMAND",
-			},
-			AzureAttributes: &compute.AzureAttributes{
-				Availability: "SPOT",
-			},
-			DataSecurityMode: "USER_ISOLATION",
-			NodeTypeId:       "m5.xlarge",
-			Autoscale: &compute.AutoScale{
-				MinWorkers: 1,
-				MaxWorkers: 10,
-			},
-		},
-
-		Permissions: []resources.Permission{
-			{
-				Level:    "CAN_RUN",
-				UserName: "jack@gmail.com",
-			},
-			{
-				Level:                "CAN_MANAGE",
-				ServicePrincipalName: "sp",
-			},
-		},
-	}
-
-	vin, err := convert.FromTyped(src, dyn.NilValue)
-	require.NoError(t, err)
-
-	ctx := context.Background()
-	out := schema.NewResources()
-	err = clusterConverter{}.Convert(ctx, "my_cluster", vin, out)
-	require.NoError(t, err)
-
-	cluster := out.Cluster["my_cluster"]
-	assert.Equal(t, map[string]any{
-		"num_workers":   int64(3),
-		"spark_version": "13.3.x-scala2.12",
-		"cluster_name":  "cluster",
-		"spark_conf": map[string]any{
-			"spark.executor.memory": "2g",
-		},
-		"aws_attributes": map[string]any{
-			"availability": "ON_DEMAND",
-		},
-		"azure_attributes": map[string]any{
-			"availability": "SPOT",
-		},
-		"data_security_mode": "USER_ISOLATION",
-		"no_wait":            true,
-		"node_type_id":       "m5.xlarge",
-		"autoscale": map[string]any{
-			"min_workers": int64(1),
-			"max_workers": int64(10),
-		},
-	}, cluster)
-
-	// Assert equality on the permissions
-	assert.Equal(t, &schema.ResourcePermissions{
-		JobId: "${databricks_cluster.my_cluster.id}",
-		AccessControl: []schema.ResourcePermissionsAccessControl{
-			{
-				PermissionLevel: "CAN_RUN",
-				UserName:        "jack@gmail.com",
-			},
-			{
-				PermissionLevel:      "CAN_MANAGE",
-				ServicePrincipalName: "sp",
-			},
-		},
-	}, out.Permissions["cluster_my_cluster"])
-
-}

bundle/phases/deploy.go

@@ -18,7 +18,6 @@ import (
 	"github.com/databricks/cli/bundle/python"
 	"github.com/databricks/cli/bundle/scripts"
 	"github.com/databricks/cli/libs/cmdio"
-	"github.com/databricks/cli/libs/sync"
 	terraformlib "github.com/databricks/cli/libs/terraform"
 	tfjson "github.com/hashicorp/terraform-json"
 )
@@ -129,7 +128,7 @@ properties such as the 'catalog' or 'storage' are changed:`
 }
 
 // The deploy phase deploys artifacts and resources.
-func Deploy(outputHandler sync.OutputHandler) bundle.Mutator {
+func Deploy() bundle.Mutator {
 	// Core mutators that CRUD resources and modify deployment state. These
 	// mutators need informed consent if they are potentially destructive.
 	deployCore := bundle.Defer(
@@ -158,7 +157,7 @@ func Deploy(outputHandler sync.OutputHandler) bundle.Mutator {
 				libraries.ExpandGlobReferences(),
 				libraries.Upload(),
 				python.TransformWheelTask(),
-				files.Upload(outputHandler),
+				files.Upload(),
 				deploy.StateUpdate(),
 				deploy.StatePush(),
 				permissions.ApplyWorkspaceRootPermissions(),

bundle/tests/clusters/databricks.yml

@@ -1,36 +0,0 @@
-bundle:
-  name: clusters
-
-workspace:
-  host: https://acme.cloud.databricks.com/
-
-resources:
-  clusters:
-    foo:
-      cluster_name: foo
-      num_workers: 2
-      node_type_id: "i3.xlarge"
-      autoscale:
-        min_workers: 2
-        max_workers: 7
-      spark_version: "13.3.x-scala2.12"
-      spark_conf:
-        "spark.executor.memory": "2g"
-
-targets:
-  default:
-
-  development:
-    resources:
-      clusters:
-        foo:
-          cluster_name: foo-override
-          num_workers: 3
-          node_type_id: "m5.xlarge"
-          autoscale:
-            min_workers: 1
-            max_workers: 3
-          spark_version: "15.2.x-scala2.12"
-          spark_conf:
-            "spark.executor.memory": "4g"
-            "spark.executor.memory2": "4g"

bundle/tests/clusters_test.go

@@ -1,36 +0,0 @@
-package config_tests
-
-import (
-	"testing"
-
-	"github.com/stretchr/testify/assert"
-)
-
-func TestClusters(t *testing.T) {
-	b := load(t, "./clusters")
-	assert.Equal(t, "clusters", b.Config.Bundle.Name)
-
-	cluster := b.Config.Resources.Clusters["foo"]
-	assert.Equal(t, "foo", cluster.ClusterName)
-	assert.Equal(t, "13.3.x-scala2.12", cluster.SparkVersion)
-	assert.Equal(t, "i3.xlarge", cluster.NodeTypeId)
-	assert.Equal(t, 2, cluster.NumWorkers)
-	assert.Equal(t, "2g", cluster.SparkConf["spark.executor.memory"])
-	assert.Equal(t, 2, cluster.Autoscale.MinWorkers)
-	assert.Equal(t, 7, cluster.Autoscale.MaxWorkers)
-}
-
-func TestClustersOverride(t *testing.T) {
-	b := loadTarget(t, "./clusters", "development")
-	assert.Equal(t, "clusters", b.Config.Bundle.Name)
-
-	cluster := b.Config.Resources.Clusters["foo"]
-	assert.Equal(t, "foo-override", cluster.ClusterName)
-	assert.Equal(t, "15.2.x-scala2.12", cluster.SparkVersion)
-	assert.Equal(t, "m5.xlarge", cluster.NodeTypeId)
-	assert.Equal(t, 3, cluster.NumWorkers)
-	assert.Equal(t, "4g", cluster.SparkConf["spark.executor.memory"])
-	assert.Equal(t, "4g", cluster.SparkConf["spark.executor.memory2"])
-	assert.Equal(t, 1, cluster.Autoscale.MinWorkers)
-	assert.Equal(t, 3, cluster.Autoscale.MaxWorkers)
-}

cmd/bundle/deploy.go

@@ -10,7 +10,6 @@ import (
 	"github.com/databricks/cli/cmd/bundle/utils"
 	"github.com/databricks/cli/cmd/root"
 	"github.com/databricks/cli/libs/diag"
-	"github.com/databricks/cli/libs/sync"
 	"github.com/spf13/cobra"
 )
 
@@ -24,19 +23,13 @@ func newDeployCommand() *cobra.Command {
 	var force bool
 	var forceLock bool
 	var failOnActiveRuns bool
-	var clusterId string
+	var computeID string
 	var autoApprove bool
-	var verbose bool
 	cmd.Flags().BoolVar(&force, "force", false, "Force-override Git branch validation.")
 	cmd.Flags().BoolVar(&forceLock, "force-lock", false, "Force acquisition of deployment lock.")
 	cmd.Flags().BoolVar(&failOnActiveRuns, "fail-on-active-runs", false, "Fail if there are running jobs or pipelines in the deployment.")
-	cmd.Flags().StringVar(&clusterId, "compute-id", "", "Override cluster in the deployment with the given compute ID.")
+	cmd.Flags().StringVarP(&computeID, "compute-id", "c", "", "Override compute in the deployment with the given compute ID.")
-	cmd.Flags().StringVarP(&clusterId, "cluster-id", "c", "", "Override cluster in the deployment with the given cluster ID.")
 	cmd.Flags().BoolVar(&autoApprove, "auto-approve", false, "Skip interactive approvals that might be required for deployment.")
-	cmd.Flags().MarkDeprecated("compute-id", "use --cluster-id instead")
-	cmd.Flags().BoolVar(&verbose, "verbose", false, "Enable verbose output.")
-	// Verbose flag currently only affects file sync output, it's used by the vscode extension
-	cmd.Flags().MarkHidden("verbose")
 
 	cmd.RunE = func(cmd *cobra.Command, args []string) error {
 		ctx := cmd.Context()
@@ -49,10 +42,7 @@ func newDeployCommand() *cobra.Command {
 				b.AutoApprove = autoApprove
 
 				if cmd.Flag("compute-id").Changed {
-					b.Config.Bundle.ClusterId = clusterId
+					b.Config.Bundle.ComputeID = computeID
-				}
-				if cmd.Flag("cluster-id").Changed {
-					b.Config.Bundle.ClusterId = clusterId
 				}
 				if cmd.Flag("fail-on-active-runs").Changed {
 					b.Config.Bundle.Deployment.FailOnActiveRuns = failOnActiveRuns
@@ -61,18 +51,11 @@ func newDeployCommand() *cobra.Command {
 				return nil
 			})
 
-			var outputHandler sync.OutputHandler
-			if verbose {
-				outputHandler = func(ctx context.Context, c <-chan sync.Event) {
-					sync.TextOutput(ctx, c, cmd.OutOrStdout())
-				}
-			}
-
 			diags = diags.Extend(
 				bundle.Apply(ctx, b, bundle.Seq(
 					phases.Initialize(),
 					phases.Build(),
-					phases.Deploy(outputHandler),
+					phases.Deploy(),
 				)),
 			)
 		}

cmd/sync/output.go

@@ -5,10 +5,12 @@ import (
 	"context"
 	"encoding/json"
 	"io"
+
+	"github.com/databricks/cli/libs/sync"
 )
 
 // Read synchronization events and write them as JSON to the specified writer (typically stdout).
-func JsonOutput(ctx context.Context, ch <-chan Event, w io.Writer) {
+func jsonOutput(ctx context.Context, ch <-chan sync.Event, w io.Writer) {
 	enc := json.NewEncoder(w)
 	for {
 		select {
@@ -29,7 +31,7 @@ func JsonOutput(ctx context.Context, ch <-chan Event, w io.Writer) {
 }
 
 // Read synchronization events and write them as text to the specified writer (typically stdout).
-func TextOutput(ctx context.Context, ch <-chan Event, w io.Writer) {
+func textOutput(ctx context.Context, ch <-chan sync.Event, w io.Writer) {
 	bw := bufio.NewWriter(w)
 
 	for {

cmd/sync/sync.go

@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"io"
 	"path/filepath"
+	stdsync "sync"
 	"time"
 
 	"github.com/databricks/cli/bundle"
@@ -45,21 +46,6 @@ func (f *syncFlags) syncOptionsFromArgs(cmd *cobra.Command, args []string) (*syn
 		return nil, flag.ErrHelp
 	}
 
-	var outputFunc func(context.Context, <-chan sync.Event, io.Writer)
-	switch f.output {
-	case flags.OutputText:
-		outputFunc = sync.TextOutput
-	case flags.OutputJSON:
-		outputFunc = sync.JsonOutput
-	}
-
-	var outputHandler sync.OutputHandler
-	if outputFunc != nil {
-		outputHandler = func(ctx context.Context, events <-chan sync.Event) {
-			outputFunc(ctx, events, cmd.OutOrStdout())
-		}
-	}
-
 	opts := sync.SyncOptions{
 		LocalRoot: vfs.MustNew(args[0]),
 		Paths:     []string{"."},
@@ -76,8 +62,6 @@ func (f *syncFlags) syncOptionsFromArgs(cmd *cobra.Command, args []string) (*syn
 		// exist and add it to the `.gitignore` file in the root.
 		SnapshotBasePath: filepath.Join(args[0], ".databricks"),
 		WorkspaceClient:  root.WorkspaceClient(cmd.Context()),
-
-		OutputHandler: outputHandler,
 	}
 	return &opts, nil
 }
@@ -134,7 +118,23 @@ func New() *cobra.Command {
 		if err != nil {
 			return err
 		}
-		defer s.Close()
+
+		var outputFunc func(context.Context, <-chan sync.Event, io.Writer)
+		switch f.output {
+		case flags.OutputText:
+			outputFunc = textOutput
+		case flags.OutputJSON:
+			outputFunc = jsonOutput
+		}
+
+		var wg stdsync.WaitGroup
+		if outputFunc != nil {
+			wg.Add(1)
+			go func() {
+				defer wg.Done()
+				outputFunc(ctx, s.Events(), cmd.OutOrStdout())
+			}()
+		}
 
 		if f.watch {
 			err = s.RunContinuous(ctx)
@@ -142,6 +142,8 @@ func New() *cobra.Command {
 			_, err = s.RunOnce(ctx)
 		}
 
+		s.Close()
+		wg.Wait()
 		return err
 	}
 

internal/bundle/bundles/clusters/databricks_template_schema.json

@@ -1,16 +0,0 @@
-{
-    "properties": {
-        "unique_id": {
-            "type": "string",
-            "description": "Unique ID for job name"
-        },
-        "spark_version": {
-            "type": "string",
-            "description": "Spark version used for job cluster"
-        },
-        "node_type_id": {
-            "type": "string",
-            "description": "Node type id for job cluster"
-        }
-    }
-}

internal/bundle/bundles/clusters/template/databricks.yml.tmpl

@@ -1,24 +0,0 @@
-bundle:
-  name: basic
-
-workspace:
-  root_path: "~/.bundle/{{.unique_id}}"
-
-resources:
-  clusters:
-    test_cluster:
-      cluster_name: "test-cluster-{{.unique_id}}"
-      spark_version: "{{.spark_version}}"
-      node_type_id: "{{.node_type_id}}"
-      num_workers: 2
-      spark_conf:
-        "spark.executor.memory": "2g"
-
-  jobs:
-    foo:
-      name: test-job-with-cluster-{{.unique_id}}
-      tasks:
-        - task_key: my_notebook_task
-          existing_cluster_id: "${resources.clusters.test_cluster.cluster_id}"
-          spark_python_task:
-            python_file: ./hello_world.py

internal/bundle/bundles/clusters/template/hello_world.py

@@ -1 +0,0 @@
-print("Hello World!")

internal/bundle/clusters_test.go

@@ -1,56 +0,0 @@
-package bundle
-
-import (
-	"fmt"
-	"testing"
-
-	"github.com/databricks/cli/internal"
-	"github.com/databricks/cli/internal/acc"
-	"github.com/databricks/cli/internal/testutil"
-	"github.com/databricks/cli/libs/env"
-	"github.com/databricks/databricks-sdk-go/service/compute"
-	"github.com/google/uuid"
-	"github.com/stretchr/testify/require"
-)
-
-func TestAccDeployBundleWithCluster(t *testing.T) {
-	ctx, wt := acc.WorkspaceTest(t)
-
-	if testutil.IsAWSCloud(wt.T) {
-		t.Skip("Skipping test for AWS cloud because it is not permitted to create clusters")
-	}
-
-	nodeTypeId := internal.GetNodeTypeId(env.Get(ctx, "CLOUD_ENV"))
-	uniqueId := uuid.New().String()
-	root, err := initTestTemplate(t, ctx, "clusters", map[string]any{
-		"unique_id":     uniqueId,
-		"node_type_id":  nodeTypeId,
-		"spark_version": defaultSparkVersion,
-	})
-	require.NoError(t, err)
-
-	t.Cleanup(func() {
-		err = destroyBundle(t, ctx, root)
-		require.NoError(t, err)
-
-		cluster, err := wt.W.Clusters.GetByClusterName(ctx, fmt.Sprintf("test-cluster-%s", uniqueId))
-		if err != nil {
-			require.ErrorContains(t, err, "does not exist")
-		} else {
-			require.Contains(t, []compute.State{compute.StateTerminated, compute.StateTerminating}, cluster.State)
-		}
-
-	})
-
-	err = deployBundle(t, ctx, root)
-	require.NoError(t, err)
-
-	// Cluster should exists after bundle deployment
-	cluster, err := wt.W.Clusters.GetByClusterName(ctx, fmt.Sprintf("test-cluster-%s", uniqueId))
-	require.NoError(t, err)
-	require.NotNil(t, cluster)
-
-	out, err := runResource(t, ctx, root, "foo")
-	require.NoError(t, err)
-	require.Contains(t, out, "Hello World!")
-}

internal/testutil/cloud.go

@@ -49,7 +49,3 @@ func GetCloud(t *testing.T) Cloud {
 	}
 	return -1
 }
-
-func IsAWSCloud(t *testing.T) bool {
-	return GetCloud(t) == AWS
-}

libs/git/repository_test.go

@@ -209,26 +209,7 @@ func TestRepositoryGitConfigWhenNotARepo(t *testing.T) {
 }
 
 func TestRepositoryOriginUrlRemovesUserCreds(t *testing.T) {
-	tcases := []struct {
+	repo := newTestRepository(t)
-		url      string
+	repo.addOriginUrl("https://username:token@github.com/databricks/foobar.git")
-		expected string
+	repo.assertOriginUrl("https://github.com/databricks/foobar.git")
-	}{
-		{
-			url:      "https://username:token@github.com/databricks/foobar.git",
-			expected: "https://github.com/databricks/foobar.git",
-		},
-		{
-			// Note: The token is still considered and parsed as a username here.
-			// However credentials integrations by Git providers like GitHub
-			// allow for setting a PAT token as a username.
-			url:      "https://token@github.com/databricks/foobar.git",
-			expected: "https://github.com/databricks/foobar.git",
-		},
-	}
-
-	for _, tc := range tcases {
-		repo := newTestRepository(t)
-		repo.addOriginUrl(tc.url)
-		repo.assertOriginUrl(tc.expected)
-	}
 }

libs/sync/sync.go

@@ -3,7 +3,6 @@ package sync
 import (
 	"context"
 	"fmt"
-	stdsync "sync"
 	"time"
 
 	"github.com/databricks/cli/libs/filer"
@@ -16,8 +15,6 @@ import (
 	"github.com/databricks/databricks-sdk-go/service/iam"
 )
 
-type OutputHandler func(context.Context, <-chan Event)
-
 type SyncOptions struct {
 	LocalRoot vfs.Path
 	Paths     []string
@@ -37,8 +34,6 @@ type SyncOptions struct {
 	CurrentUser *iam.User
 
 	Host string
-
-	OutputHandler OutputHandler
 }
 
 type Sync struct {
@@ -54,10 +49,6 @@ type Sync struct {
 	// Synchronization progress events are sent to this event notifier.
 	notifier EventNotifier
 	seq      int
-
-	// WaitGroup is automatically created when an output handler is provided in the SyncOptions.
-	// Close call is required to ensure the output handler goroutine handles all events in time.
-	outputWaitGroup *stdsync.WaitGroup
 }
 
 // New initializes and returns a new [Sync] instance.
@@ -115,41 +106,31 @@ func New(ctx context.Context, opts SyncOptions) (*Sync, error) {
 		return nil, err
 	}
 
-	var notifier EventNotifier
-	var outputWaitGroup = &stdsync.WaitGroup{}
-	if opts.OutputHandler != nil {
-		ch := make(chan Event, MaxRequestsInFlight)
-		notifier = &ChannelNotifier{ch}
-		outputWaitGroup.Add(1)
-		go func() {
-			defer outputWaitGroup.Done()
-			opts.OutputHandler(ctx, ch)
-		}()
-	} else {
-		notifier = &NopNotifier{}
-	}
-
 	return &Sync{
 		SyncOptions: &opts,
 
-		fileSet:         fileSet,
+		fileSet:        fileSet,
-		includeFileSet:  includeFileSet,
+		includeFileSet: includeFileSet,
-		excludeFileSet:  excludeFileSet,
+		excludeFileSet: excludeFileSet,
-		snapshot:        snapshot,
+		snapshot:       snapshot,
-		filer:           filer,
+		filer:          filer,
-		notifier:        notifier,
+		notifier:       &NopNotifier{},
-		outputWaitGroup: outputWaitGroup,
+		seq:            0,
-		seq:             0,
 	}, nil
 }
 
+func (s *Sync) Events() <-chan Event {
+	ch := make(chan Event, MaxRequestsInFlight)
+	s.notifier = &ChannelNotifier{ch}
+	return ch
+}
+
 func (s *Sync) Close() {
 	if s.notifier == nil {
 		return
 	}
 	s.notifier.Close()
 	s.notifier = nil
-	s.outputWaitGroup.Wait()
 }
 
 func (s *Sync) notifyStart(ctx context.Context, d diff) {

libs/template/templates/default-python/template/{{.project_name}}/resources/{{.project_name}}_pipeline.yml.tmpl

@@ -3,12 +3,6 @@ resources:
   pipelines:
     {{.project_name}}_pipeline:
       name: {{.project_name}}_pipeline
-      {{- if eq default_catalog ""}}
-      ## Specify the 'catalog' field to configure this pipeline to make use of Unity Catalog:
-      # catalog: catalog_name
-      {{- else}}
-      catalog: {{default_catalog}}
-      {{- end}}
       target: {{.project_name}}_${bundle.environment}
       libraries:
         - notebook: