Merge bbcbffd7f4 into abc2f3c825

## Changes
The ML production team modified mlops-stack to use `mode: development`
for their development target here:
https://github.com/databricks/mlops-stacks/pull/174

This PR makes the integration test assertion agnostic of the prefix to
make it pass again.

## Tests
The test passes now

.codegen.json

@@ -5,8 +5,7 @@
     },
     "batch": {
         ".codegen/cmds-workspace.go.tmpl": "cmd/workspace/cmd.go",
-        ".codegen/cmds-account.go.tmpl": "cmd/account/cmd.go",
+        ".codegen/cmds-account.go.tmpl": "cmd/account/cmd.go"
-        ".codegen/lookup.go.tmpl": "bundle/config/variable/lookup.go"
     },
     "toolchain": {
         "required": ["go"],

.codegen/lookup.go.tmpl

@@ -1,134 +0,0 @@
-// Code generated from OpenAPI specs by Databricks SDK Generator. DO NOT EDIT.
-
-package variable
-
-{{ $allowlist :=
-	list
-		"alerts"
-		"clusters"
-		"cluster-policies"
-		"clusters"
-		"dashboards"
-		"instance-pools"
-		"jobs"
-		"metastores"
-		"pipelines"
-		"service-principals"
-		"queries"
-		"warehouses"
-}}
-
-{{	$customField :=
-		dict
-			"service-principals" "ApplicationId"
-}}
-
-import (
-	"context"
-	"fmt"
-
-	"github.com/databricks/databricks-sdk-go"
-)
-
-type Lookup struct {
-	{{range .Services -}}
-	{{- if in $allowlist .KebabName -}}
-	{{.Singular.PascalName}} string `json:"{{.Singular.SnakeName}},omitempty"`
-
-	{{end}}
-	{{- end}}
-}
-
-func LookupFromMap(m map[string]any) *Lookup {
-	l := &Lookup{}
-	{{range .Services -}}
-	{{- if in $allowlist .KebabName -}}
-	if v, ok := m["{{.Singular.SnakeName}}"]; ok {
-		l.{{.Singular.PascalName}} = v.(string)
-	}
-	{{end -}}
-	{{- end}}
-	return l
-}
-
-func (l *Lookup) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
-	if err := l.validate(); err != nil {
-		return "", err
-	}
-
-	r := allResolvers()
-	{{range .Services -}}
-	{{- if in $allowlist .KebabName -}}
-	if l.{{.Singular.PascalName}} != "" {
-		return r.{{.Singular.PascalName}}(ctx, w, l.{{.Singular.PascalName}})
-	}
-	{{end -}}
-	{{- end}}
-
-	return "", fmt.Errorf("no valid lookup fields provided")
-}
-
-func (l *Lookup) String() string {
-	{{range .Services -}}
-	{{- if in $allowlist .KebabName -}}
-	if l.{{.Singular.PascalName}} != "" {
-		return fmt.Sprintf("{{.Singular.KebabName}}: %s", l.{{.Singular.PascalName}})
-	}
-	{{end -}}
-	{{- end}}
-	return ""
-}
-
-func (l *Lookup) validate() error {
-	// Validate that only one field is set
-	count := 0
-	{{range .Services -}}
-	{{- if in $allowlist .KebabName -}}
-	if l.{{.Singular.PascalName}} != "" {
-		count++
-	}
-	{{end -}}
-	{{- end}}
-
-	if count != 1 {
-		return fmt.Errorf("exactly one lookup field must be provided")
-	}
-
-	if strings.Contains(l.String(), "${var") {
-		return fmt.Errorf("lookup fields cannot contain variable references")
-	}
-
-	return nil
-}
-
-
-type resolverFunc func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error)
-type resolvers struct {
-	{{range .Services -}}
-	{{- if in $allowlist .KebabName -}}
-	{{.Singular.PascalName}} resolverFunc
-	{{end -}}
-	{{- end}}
-}
-
-func allResolvers() *resolvers {
-	r := &resolvers{}
-	{{range .Services -}}
-	{{- if in $allowlist .KebabName -}}
-	r.{{.Singular.PascalName}} = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["{{.Singular.PascalName}}"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.{{.PascalName}}.GetBy{{range .NamedIdMap.NamePath}}{{.PascalName}}{{end}}(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.{{ getOrDefault $customField .KebabName ((index .NamedIdMap.IdPath 0).PascalName) }}), nil
-	}
-	{{end -}}
-	{{- end}}
-
-	return r
-}

.gitattributes

@@ -1,4 +1,3 @@
-bundle/config/variable/lookup.go linguist-generated=true
 cmd/account/access-control/access-control.go linguist-generated=true
 cmd/account/billable-usage/billable-usage.go linguist-generated=true
 cmd/account/budgets/budgets.go linguist-generated=true

.github/workflows/push.yml

@@ -38,7 +38,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.9'
+          python-version: '3.10'
 
       - name: Set go env
         run: |

bundle/config/mutator/translate_paths.go

@@ -126,8 +126,34 @@ func (t *translateContext) rewritePath(
 func (t *translateContext) translateNotebookPath(literal, localFullPath, localRelPath, remotePath string) (string, error) {
 	nb, _, err := notebook.DetectWithFS(t.b.SyncRoot, filepath.ToSlash(localRelPath))
 	if errors.Is(err, fs.ErrNotExist) {
+		if filepath.Ext(localFullPath) != notebook.ExtensionNone {
 			return "", fmt.Errorf("notebook %s not found", literal)
 		}
+
+		extensions := []string{
+			notebook.ExtensionPython,
+			notebook.ExtensionR,
+			notebook.ExtensionScala,
+			notebook.ExtensionSql,
+			notebook.ExtensionJupyter,
+		}
+
+		// Check whether a file with a notebook extension already exists. This
+		// way we can provide a more targeted error message.
+		for _, ext := range extensions {
+			literalWithExt := literal + ext
+			localRelPathWithExt := filepath.ToSlash(localRelPath + ext)
+			if _, err := fs.Stat(t.b.SyncRoot, localRelPathWithExt); err == nil {
+				return "", fmt.Errorf(`notebook %s not found. Did you mean %s?
+Local notebook references are expected to contain one of the following
+file extensions: [%s]`, literal, literalWithExt, strings.Join(extensions, ", "))
+			}
+		}
+
+		// Return a generic error message if no matching possible file is found.
+		return "", fmt.Errorf(`notebook %s not found. Local notebook references are expected
+to contain one of the following file extensions: [%s]`, literal, strings.Join(extensions, ", "))
+	}
 	if err != nil {
 		return "", fmt.Errorf("unable to determine if %s is a notebook: %w", localFullPath, err)
 	}

bundle/config/mutator/translate_paths_test.go

@@ -2,6 +2,7 @@ package mutator_test
 
 import (
 	"context"
+	"fmt"
 	"os"
 	"path/filepath"
 	"runtime"
@@ -508,6 +509,59 @@ func TestPipelineNotebookDoesNotExistError(t *testing.T) {
 	assert.EqualError(t, diags.Error(), "notebook ./doesnt_exist.py not found")
 }
 
+func TestPipelineNotebookDoesNotExistErrorWithoutExtension(t *testing.T) {
+	for _, ext := range []string{
+		".py",
+		".r",
+		".scala",
+		".sql",
+		".ipynb",
+		"",
+	} {
+		t.Run("case_"+ext, func(t *testing.T) {
+			dir := t.TempDir()
+
+			if ext != "" {
+				touchEmptyFile(t, filepath.Join(dir, "foo"+ext))
+			}
+
+			b := &bundle.Bundle{
+				SyncRootPath: dir,
+				SyncRoot:     vfs.MustNew(dir),
+				Config: config.Root{
+					Resources: config.Resources{
+						Pipelines: map[string]*resources.Pipeline{
+							"pipeline": {
+								PipelineSpec: &pipelines.PipelineSpec{
+									Libraries: []pipelines.PipelineLibrary{
+										{
+											Notebook: &pipelines.NotebookLibrary{
+												Path: "./foo",
+											},
+										},
+									},
+								},
+							},
+						},
+					},
+				},
+			}
+
+			bundletest.SetLocation(b, ".", []dyn.Location{{File: filepath.Join(dir, "fake.yml")}})
+			diags := bundle.Apply(context.Background(), b, mutator.TranslatePaths())
+
+			if ext == "" {
+				assert.EqualError(t, diags.Error(), `notebook ./foo not found. Local notebook references are expected
+to contain one of the following file extensions: [.py, .r, .scala, .sql, .ipynb]`)
+			} else {
+				assert.EqualError(t, diags.Error(), fmt.Sprintf(`notebook ./foo not found. Did you mean ./foo%s?
+Local notebook references are expected to contain one of the following
+file extensions: [.py, .r, .scala, .sql, .ipynb]`, ext))
+			}
+		})
+	}
+}
+
 func TestPipelineFileDoesNotExistError(t *testing.T) {
 	dir := t.TempDir()
 

bundle/config/variable/lookup.go

@@ -1,11 +1,8 @@
-// Code generated from OpenAPI specs by Databricks SDK Generator. DO NOT EDIT.
-
 package variable
 
 import (
 	"context"
 	"fmt"
-	"strings"
 
 	"github.com/databricks/databricks-sdk-go"
 )
@@ -34,323 +31,75 @@ type Lookup struct {
 	Warehouse string `json:"warehouse,omitempty"`
 }
 
-func LookupFromMap(m map[string]any) *Lookup {
+type resolver interface {
-	l := &Lookup{}
+	// Resolve resolves the underlying entity's ID.
-	if v, ok := m["alert"]; ok {
+	Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error)
-		l.Alert = v.(string)
+
+	// String returns a human-readable representation of the resolver.
+	String() string
+}
+
+func (l *Lookup) constructResolver() (resolver, error) {
+	var resolvers []resolver
+
+	if l.Alert != "" {
+		resolvers = append(resolvers, resolveAlert{name: l.Alert})
 	}
-	if v, ok := m["cluster_policy"]; ok {
+	if l.ClusterPolicy != "" {
-		l.ClusterPolicy = v.(string)
+		resolvers = append(resolvers, resolveClusterPolicy{name: l.ClusterPolicy})
 	}
-	if v, ok := m["cluster"]; ok {
+	if l.Cluster != "" {
-		l.Cluster = v.(string)
+		resolvers = append(resolvers, resolveCluster{name: l.Cluster})
 	}
-	if v, ok := m["dashboard"]; ok {
+	if l.Dashboard != "" {
-		l.Dashboard = v.(string)
+		resolvers = append(resolvers, resolveDashboard{name: l.Dashboard})
 	}
-	if v, ok := m["instance_pool"]; ok {
+	if l.InstancePool != "" {
-		l.InstancePool = v.(string)
+		resolvers = append(resolvers, resolveInstancePool{name: l.InstancePool})
 	}
-	if v, ok := m["job"]; ok {
+	if l.Job != "" {
-		l.Job = v.(string)
+		resolvers = append(resolvers, resolveJob{name: l.Job})
 	}
-	if v, ok := m["metastore"]; ok {
+	if l.Metastore != "" {
-		l.Metastore = v.(string)
+		resolvers = append(resolvers, resolveMetastore{name: l.Metastore})
 	}
-	if v, ok := m["pipeline"]; ok {
+	if l.Pipeline != "" {
-		l.Pipeline = v.(string)
+		resolvers = append(resolvers, resolvePipeline{name: l.Pipeline})
 	}
-	if v, ok := m["query"]; ok {
+	if l.Query != "" {
-		l.Query = v.(string)
+		resolvers = append(resolvers, resolveQuery{name: l.Query})
 	}
-	if v, ok := m["service_principal"]; ok {
+	if l.ServicePrincipal != "" {
-		l.ServicePrincipal = v.(string)
+		resolvers = append(resolvers, resolveServicePrincipal{name: l.ServicePrincipal})
 	}
-	if v, ok := m["warehouse"]; ok {
+	if l.Warehouse != "" {
-		l.Warehouse = v.(string)
+		resolvers = append(resolvers, resolveWarehouse{name: l.Warehouse})
 	}
 
-	return l
+	switch len(resolvers) {
+	case 0:
+		return nil, fmt.Errorf("no valid lookup fields provided")
+	case 1:
+		return resolvers[0], nil
+	default:
+		return nil, fmt.Errorf("exactly one lookup field must be provided")
+	}
 }
 
 func (l *Lookup) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
-	if err := l.validate(); err != nil {
+	r, err := l.constructResolver()
+	if err != nil {
 		return "", err
 	}
 
-	r := allResolvers()
+	return r.Resolve(ctx, w)
-	if l.Alert != "" {
-		return r.Alert(ctx, w, l.Alert)
-	}
-	if l.ClusterPolicy != "" {
-		return r.ClusterPolicy(ctx, w, l.ClusterPolicy)
-	}
-	if l.Cluster != "" {
-		return r.Cluster(ctx, w, l.Cluster)
-	}
-	if l.Dashboard != "" {
-		return r.Dashboard(ctx, w, l.Dashboard)
-	}
-	if l.InstancePool != "" {
-		return r.InstancePool(ctx, w, l.InstancePool)
-	}
-	if l.Job != "" {
-		return r.Job(ctx, w, l.Job)
-	}
-	if l.Metastore != "" {
-		return r.Metastore(ctx, w, l.Metastore)
-	}
-	if l.Pipeline != "" {
-		return r.Pipeline(ctx, w, l.Pipeline)
-	}
-	if l.Query != "" {
-		return r.Query(ctx, w, l.Query)
-	}
-	if l.ServicePrincipal != "" {
-		return r.ServicePrincipal(ctx, w, l.ServicePrincipal)
-	}
-	if l.Warehouse != "" {
-		return r.Warehouse(ctx, w, l.Warehouse)
-	}
-
-	return "", fmt.Errorf("no valid lookup fields provided")
 }
 
 func (l *Lookup) String() string {
-	if l.Alert != "" {
+	r, _ := l.constructResolver()
-		return fmt.Sprintf("alert: %s", l.Alert)
+	if r == nil {
-	}
-	if l.ClusterPolicy != "" {
-		return fmt.Sprintf("cluster-policy: %s", l.ClusterPolicy)
-	}
-	if l.Cluster != "" {
-		return fmt.Sprintf("cluster: %s", l.Cluster)
-	}
-	if l.Dashboard != "" {
-		return fmt.Sprintf("dashboard: %s", l.Dashboard)
-	}
-	if l.InstancePool != "" {
-		return fmt.Sprintf("instance-pool: %s", l.InstancePool)
-	}
-	if l.Job != "" {
-		return fmt.Sprintf("job: %s", l.Job)
-	}
-	if l.Metastore != "" {
-		return fmt.Sprintf("metastore: %s", l.Metastore)
-	}
-	if l.Pipeline != "" {
-		return fmt.Sprintf("pipeline: %s", l.Pipeline)
-	}
-	if l.Query != "" {
-		return fmt.Sprintf("query: %s", l.Query)
-	}
-	if l.ServicePrincipal != "" {
-		return fmt.Sprintf("service-principal: %s", l.ServicePrincipal)
-	}
-	if l.Warehouse != "" {
-		return fmt.Sprintf("warehouse: %s", l.Warehouse)
-	}
-
 		return ""
-}
+	}
-
+
-func (l *Lookup) validate() error {
+	return r.String()
-	// Validate that only one field is set
-	count := 0
-	if l.Alert != "" {
-		count++
-	}
-	if l.ClusterPolicy != "" {
-		count++
-	}
-	if l.Cluster != "" {
-		count++
-	}
-	if l.Dashboard != "" {
-		count++
-	}
-	if l.InstancePool != "" {
-		count++
-	}
-	if l.Job != "" {
-		count++
-	}
-	if l.Metastore != "" {
-		count++
-	}
-	if l.Pipeline != "" {
-		count++
-	}
-	if l.Query != "" {
-		count++
-	}
-	if l.ServicePrincipal != "" {
-		count++
-	}
-	if l.Warehouse != "" {
-		count++
-	}
-
-	if count != 1 {
-		return fmt.Errorf("exactly one lookup field must be provided")
-	}
-
-	if strings.Contains(l.String(), "${var") {
-		return fmt.Errorf("lookup fields cannot contain variable references")
-	}
-
-	return nil
-}
-
-type resolverFunc func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error)
-type resolvers struct {
-	Alert            resolverFunc
-	ClusterPolicy    resolverFunc
-	Cluster          resolverFunc
-	Dashboard        resolverFunc
-	InstancePool     resolverFunc
-	Job              resolverFunc
-	Metastore        resolverFunc
-	Pipeline         resolverFunc
-	Query            resolverFunc
-	ServicePrincipal resolverFunc
-	Warehouse        resolverFunc
-}
-
-func allResolvers() *resolvers {
-	r := &resolvers{}
-	r.Alert = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["Alert"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.Alerts.GetByDisplayName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.Id), nil
-	}
-	r.ClusterPolicy = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["ClusterPolicy"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.ClusterPolicies.GetByName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.PolicyId), nil
-	}
-	r.Cluster = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["Cluster"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.Clusters.GetByClusterName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.ClusterId), nil
-	}
-	r.Dashboard = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["Dashboard"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.Dashboards.GetByName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.Id), nil
-	}
-	r.InstancePool = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["InstancePool"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.InstancePools.GetByInstancePoolName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.InstancePoolId), nil
-	}
-	r.Job = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["Job"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.Jobs.GetBySettingsName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.JobId), nil
-	}
-	r.Metastore = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["Metastore"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.Metastores.GetByName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.MetastoreId), nil
-	}
-	r.Pipeline = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["Pipeline"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.Pipelines.GetByName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.PipelineId), nil
-	}
-	r.Query = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["Query"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.Queries.GetByDisplayName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.Id), nil
-	}
-	r.ServicePrincipal = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["ServicePrincipal"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.ServicePrincipals.GetByDisplayName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.ApplicationId), nil
-	}
-	r.Warehouse = func(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
-		fn, ok := lookupOverrides["Warehouse"]
-		if ok {
-			return fn(ctx, w, name)
-		}
-		entity, err := w.Warehouses.GetByName(ctx, name)
-		if err != nil {
-			return "", err
-		}
-
-		return fmt.Sprint(entity.Id), nil
-	}
-
-	return r
 }

bundle/config/variable/lookup_test.go

@@ -0,0 +1,60 @@
+package variable
+
+import (
+	"context"
+	"reflect"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestLookup_Coverage(t *testing.T) {
+	var lookup Lookup
+	val := reflect.ValueOf(lookup)
+	typ := val.Type()
+
+	for i := 0; i < val.NumField(); i++ {
+		field := val.Field(i)
+		if field.Kind() != reflect.String {
+			t.Fatalf("Field %s is not a string", typ.Field(i).Name)
+		}
+
+		fieldType := typ.Field(i)
+		t.Run(fieldType.Name, func(t *testing.T) {
+			// Use a fresh instance of the struct in each test
+			var lookup Lookup
+
+			// Set the field to a non-empty string
+			reflect.ValueOf(&lookup).Elem().Field(i).SetString("value")
+
+			// Test the [String] function
+			assert.NotEmpty(t, lookup.String())
+		})
+	}
+}
+
+func TestLookup_Empty(t *testing.T) {
+	var lookup Lookup
+
+	// Resolve returns an error when no fields are provided
+	_, err := lookup.Resolve(context.Background(), nil)
+	assert.ErrorContains(t, err, "no valid lookup fields provided")
+
+	// No string representation for an invalid lookup
+	assert.Empty(t, lookup.String())
+
+}
+
+func TestLookup_Multiple(t *testing.T) {
+	lookup := Lookup{
+		Alert: "alert",
+		Query: "query",
+	}
+
+	// Resolve returns an error when multiple fields are provided
+	_, err := lookup.Resolve(context.Background(), nil)
+	assert.ErrorContains(t, err, "exactly one lookup field must be provided")
+
+	// No string representation for an invalid lookup
+	assert.Empty(t, lookup.String())
+}

bundle/config/variable/resolve_alert.go

@@ -0,0 +1,24 @@
+package variable
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/databricks/databricks-sdk-go"
+)
+
+type resolveAlert struct {
+	name string
+}
+
+func (l resolveAlert) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
+	entity, err := w.Alerts.GetByDisplayName(ctx, l.name)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprint(entity.Id), nil
+}
+
+func (l resolveAlert) String() string {
+	return fmt.Sprintf("alert: %s", l.name)
+}

bundle/config/variable/resolve_alert_test.go

@@ -0,0 +1,49 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/apierr"
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/sql"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveAlert_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockAlertsAPI()
+	api.EXPECT().
+		GetByDisplayName(mock.Anything, "alert").
+		Return(&sql.ListAlertsResponseAlert{
+			Id: "1234",
+		}, nil)
+
+	ctx := context.Background()
+	l := resolveAlert{name: "alert"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "1234", result)
+}
+
+func TestResolveAlert_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockAlertsAPI()
+	api.EXPECT().
+		GetByDisplayName(mock.Anything, "alert").
+		Return(nil, &apierr.APIError{StatusCode: 404})
+
+	ctx := context.Background()
+	l := resolveAlert{name: "alert"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.ErrorIs(t, err, apierr.ErrNotFound)
+}
+
+func TestResolveAlert_String(t *testing.T) {
+	l := resolveAlert{name: "name"}
+	assert.Equal(t, "alert: name", l.String())
+}

bundle/config/variable/resolve_cluster.go

@@ -8,13 +8,13 @@ import (
 	"github.com/databricks/databricks-sdk-go/service/compute"
 )
 
-var lookupOverrides = map[string]resolverFunc{
+type resolveCluster struct {
-	"Cluster": resolveCluster,
+	name string
 }
 
 // We added a custom resolver for the cluster to add filtering for the cluster source when we list all clusters.
 // Without the filtering listing could take a very long time (5-10 mins) which leads to lookup timeouts.
-func resolveCluster(ctx context.Context, w *databricks.WorkspaceClient, name string) (string, error) {
+func (l resolveCluster) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
 	result, err := w.Clusters.ListAll(ctx, compute.ListClustersRequest{
 		FilterBy: &compute.ListClustersFilterBy{
 			ClusterSources: []compute.ClusterSource{compute.ClusterSourceApi, compute.ClusterSourceUi},
@@ -30,6 +30,8 @@ func resolveCluster(ctx context.Context, w *databricks.WorkspaceClient, name str
 		key := v.ClusterName
 		tmp[key] = append(tmp[key], v)
 	}
+
+	name := l.name
 	alternatives, ok := tmp[name]
 	if !ok || len(alternatives) == 0 {
 		return "", fmt.Errorf("cluster named '%s' does not exist", name)
@@ -39,3 +41,7 @@ func resolveCluster(ctx context.Context, w *databricks.WorkspaceClient, name str
 	}
 	return alternatives[0].ClusterId, nil
 }
+
+func (l resolveCluster) String() string {
+	return fmt.Sprintf("cluster: %s", l.name)
+}

bundle/config/variable/resolve_cluster_policy.go

@@ -0,0 +1,24 @@
+package variable
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/databricks/databricks-sdk-go"
+)
+
+type resolveClusterPolicy struct {
+	name string
+}
+
+func (l resolveClusterPolicy) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
+	entity, err := w.ClusterPolicies.GetByName(ctx, l.name)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprint(entity.PolicyId), nil
+}
+
+func (l resolveClusterPolicy) String() string {
+	return fmt.Sprintf("cluster-policy: %s", l.name)
+}

bundle/config/variable/resolve_cluster_policy_test.go

@@ -0,0 +1,49 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/apierr"
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/compute"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveClusterPolicy_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockClusterPoliciesAPI()
+	api.EXPECT().
+		GetByName(mock.Anything, "policy").
+		Return(&compute.Policy{
+			PolicyId: "1234",
+		}, nil)
+
+	ctx := context.Background()
+	l := resolveClusterPolicy{name: "policy"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "1234", result)
+}
+
+func TestResolveClusterPolicy_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockClusterPoliciesAPI()
+	api.EXPECT().
+		GetByName(mock.Anything, "policy").
+		Return(nil, &apierr.APIError{StatusCode: 404})
+
+	ctx := context.Background()
+	l := resolveClusterPolicy{name: "policy"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.ErrorIs(t, err, apierr.ErrNotFound)
+}
+
+func TestResolveClusterPolicy_String(t *testing.T) {
+	l := resolveClusterPolicy{name: "name"}
+	assert.Equal(t, "cluster-policy: name", l.String())
+}

bundle/config/variable/resolve_cluster_test.go

@@ -0,0 +1,50 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/compute"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveCluster_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockClustersAPI()
+	api.EXPECT().
+		ListAll(mock.Anything, mock.Anything).
+		Return([]compute.ClusterDetails{
+			{ClusterId: "1234", ClusterName: "cluster1"},
+			{ClusterId: "2345", ClusterName: "cluster2"},
+		}, nil)
+
+	ctx := context.Background()
+	l := resolveCluster{name: "cluster2"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "2345", result)
+}
+
+func TestResolveCluster_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockClustersAPI()
+	api.EXPECT().
+		ListAll(mock.Anything, mock.Anything).
+		Return([]compute.ClusterDetails{}, nil)
+
+	ctx := context.Background()
+	l := resolveCluster{name: "cluster"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "cluster named 'cluster' does not exist")
+}
+
+func TestResolveCluster_String(t *testing.T) {
+	l := resolveCluster{name: "name"}
+	assert.Equal(t, "cluster: name", l.String())
+}

bundle/config/variable/resolve_dashboard.go

@@ -0,0 +1,24 @@
+package variable
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/databricks/databricks-sdk-go"
+)
+
+type resolveDashboard struct {
+	name string
+}
+
+func (l resolveDashboard) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
+	entity, err := w.Dashboards.GetByName(ctx, l.name)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprint(entity.Id), nil
+}
+
+func (l resolveDashboard) String() string {
+	return fmt.Sprintf("dashboard: %s", l.name)
+}

bundle/config/variable/resolve_dashboard_test.go

@@ -0,0 +1,49 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/apierr"
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/sql"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveDashboard_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockDashboardsAPI()
+	api.EXPECT().
+		GetByName(mock.Anything, "dashboard").
+		Return(&sql.Dashboard{
+			Id: "1234",
+		}, nil)
+
+	ctx := context.Background()
+	l := resolveDashboard{name: "dashboard"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "1234", result)
+}
+
+func TestResolveDashboard_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockDashboardsAPI()
+	api.EXPECT().
+		GetByName(mock.Anything, "dashboard").
+		Return(nil, &apierr.APIError{StatusCode: 404})
+
+	ctx := context.Background()
+	l := resolveDashboard{name: "dashboard"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.ErrorIs(t, err, apierr.ErrNotFound)
+}
+
+func TestResolveDashboard_String(t *testing.T) {
+	l := resolveDashboard{name: "name"}
+	assert.Equal(t, "dashboard: name", l.String())
+}

bundle/config/variable/resolve_instance_pool.go

@@ -0,0 +1,24 @@
+package variable
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/databricks/databricks-sdk-go"
+)
+
+type resolveInstancePool struct {
+	name string
+}
+
+func (l resolveInstancePool) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
+	entity, err := w.InstancePools.GetByInstancePoolName(ctx, l.name)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprint(entity.InstancePoolId), nil
+}
+
+func (l resolveInstancePool) String() string {
+	return fmt.Sprintf("instance-pool: %s", l.name)
+}

bundle/config/variable/resolve_instance_pool_test.go

@@ -0,0 +1,49 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/apierr"
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/compute"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveInstancePool_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockInstancePoolsAPI()
+	api.EXPECT().
+		GetByInstancePoolName(mock.Anything, "instance_pool").
+		Return(&compute.InstancePoolAndStats{
+			InstancePoolId: "5678",
+		}, nil)
+
+	ctx := context.Background()
+	l := resolveInstancePool{name: "instance_pool"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "5678", result)
+}
+
+func TestResolveInstancePool_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockInstancePoolsAPI()
+	api.EXPECT().
+		GetByInstancePoolName(mock.Anything, "instance_pool").
+		Return(nil, &apierr.APIError{StatusCode: 404})
+
+	ctx := context.Background()
+	l := resolveInstancePool{name: "instance_pool"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.ErrorIs(t, err, apierr.ErrNotFound)
+}
+
+func TestResolveInstancePool_String(t *testing.T) {
+	l := resolveInstancePool{name: "name"}
+	assert.Equal(t, "instance-pool: name", l.String())
+}

bundle/config/variable/resolve_job.go

@@ -0,0 +1,24 @@
+package variable
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/databricks/databricks-sdk-go"
+)
+
+type resolveJob struct {
+	name string
+}
+
+func (l resolveJob) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
+	entity, err := w.Jobs.GetBySettingsName(ctx, l.name)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprint(entity.JobId), nil
+}
+
+func (l resolveJob) String() string {
+	return fmt.Sprintf("job: %s", l.name)
+}

bundle/config/variable/resolve_job_test.go

@@ -0,0 +1,49 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/apierr"
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/jobs"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveJob_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockJobsAPI()
+	api.EXPECT().
+		GetBySettingsName(mock.Anything, "job").
+		Return(&jobs.BaseJob{
+			JobId: 5678,
+		}, nil)
+
+	ctx := context.Background()
+	l := resolveJob{name: "job"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "5678", result)
+}
+
+func TestResolveJob_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockJobsAPI()
+	api.EXPECT().
+		GetBySettingsName(mock.Anything, "job").
+		Return(nil, &apierr.APIError{StatusCode: 404})
+
+	ctx := context.Background()
+	l := resolveJob{name: "job"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.ErrorIs(t, err, apierr.ErrNotFound)
+}
+
+func TestResolveJob_String(t *testing.T) {
+	l := resolveJob{name: "name"}
+	assert.Equal(t, "job: name", l.String())
+}

bundle/config/variable/resolve_metastore.go

@@ -0,0 +1,24 @@
+package variable
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/databricks/databricks-sdk-go"
+)
+
+type resolveMetastore struct {
+	name string
+}
+
+func (l resolveMetastore) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
+	entity, err := w.Metastores.GetByName(ctx, l.name)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprint(entity.MetastoreId), nil
+}
+
+func (l resolveMetastore) String() string {
+	return fmt.Sprintf("metastore: %s", l.name)
+}

bundle/config/variable/resolve_metastore_test.go

@@ -0,0 +1,49 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/apierr"
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/catalog"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveMetastore_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockMetastoresAPI()
+	api.EXPECT().
+		GetByName(mock.Anything, "metastore").
+		Return(&catalog.MetastoreInfo{
+			MetastoreId: "abcd",
+		}, nil)
+
+	ctx := context.Background()
+	l := resolveMetastore{name: "metastore"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "abcd", result)
+}
+
+func TestResolveMetastore_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockMetastoresAPI()
+	api.EXPECT().
+		GetByName(mock.Anything, "metastore").
+		Return(nil, &apierr.APIError{StatusCode: 404})
+
+	ctx := context.Background()
+	l := resolveMetastore{name: "metastore"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.ErrorIs(t, err, apierr.ErrNotFound)
+}
+
+func TestResolveMetastore_String(t *testing.T) {
+	l := resolveMetastore{name: "name"}
+	assert.Equal(t, "metastore: name", l.String())
+}

bundle/config/variable/resolve_pipeline.go

@@ -0,0 +1,24 @@
+package variable
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/databricks/databricks-sdk-go"
+)
+
+type resolvePipeline struct {
+	name string
+}
+
+func (l resolvePipeline) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
+	entity, err := w.Pipelines.GetByName(ctx, l.name)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprint(entity.PipelineId), nil
+}
+
+func (l resolvePipeline) String() string {
+	return fmt.Sprintf("pipeline: %s", l.name)
+}

bundle/config/variable/resolve_pipeline_test.go

@@ -0,0 +1,49 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/apierr"
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/pipelines"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolvePipeline_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockPipelinesAPI()
+	api.EXPECT().
+		GetByName(mock.Anything, "pipeline").
+		Return(&pipelines.PipelineStateInfo{
+			PipelineId: "abcd",
+		}, nil)
+
+	ctx := context.Background()
+	l := resolvePipeline{name: "pipeline"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "abcd", result)
+}
+
+func TestResolvePipeline_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockPipelinesAPI()
+	api.EXPECT().
+		GetByName(mock.Anything, "pipeline").
+		Return(nil, &apierr.APIError{StatusCode: 404})
+
+	ctx := context.Background()
+	l := resolvePipeline{name: "pipeline"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.ErrorIs(t, err, apierr.ErrNotFound)
+}
+
+func TestResolvePipeline_String(t *testing.T) {
+	l := resolvePipeline{name: "name"}
+	assert.Equal(t, "pipeline: name", l.String())
+}

bundle/config/variable/resolve_query.go

@@ -0,0 +1,24 @@
+package variable
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/databricks/databricks-sdk-go"
+)
+
+type resolveQuery struct {
+	name string
+}
+
+func (l resolveQuery) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
+	entity, err := w.Queries.GetByDisplayName(ctx, l.name)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprint(entity.Id), nil
+}
+
+func (l resolveQuery) String() string {
+	return fmt.Sprintf("query: %s", l.name)
+}

bundle/config/variable/resolve_query_test.go

@@ -0,0 +1,49 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/apierr"
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/sql"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveQuery_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockQueriesAPI()
+	api.EXPECT().
+		GetByDisplayName(mock.Anything, "query").
+		Return(&sql.ListQueryObjectsResponseQuery{
+			Id: "1234",
+		}, nil)
+
+	ctx := context.Background()
+	l := resolveQuery{name: "query"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "1234", result)
+}
+
+func TestResolveQuery_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockQueriesAPI()
+	api.EXPECT().
+		GetByDisplayName(mock.Anything, "query").
+		Return(nil, &apierr.APIError{StatusCode: 404})
+
+	ctx := context.Background()
+	l := resolveQuery{name: "query"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.ErrorIs(t, err, apierr.ErrNotFound)
+}
+
+func TestResolveQuery_String(t *testing.T) {
+	l := resolveQuery{name: "name"}
+	assert.Equal(t, "query: name", l.String())
+}

bundle/config/variable/resolve_service_principal.go

@@ -0,0 +1,24 @@
+package variable
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/databricks/databricks-sdk-go"
+)
+
+type resolveServicePrincipal struct {
+	name string
+}
+
+func (l resolveServicePrincipal) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
+	entity, err := w.ServicePrincipals.GetByDisplayName(ctx, l.name)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprint(entity.ApplicationId), nil
+}
+
+func (l resolveServicePrincipal) String() string {
+	return fmt.Sprintf("service-principal: %s", l.name)
+}

bundle/config/variable/resolve_service_principal_test.go

@@ -0,0 +1,49 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/apierr"
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/iam"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveServicePrincipal_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockServicePrincipalsAPI()
+	api.EXPECT().
+		GetByDisplayName(mock.Anything, "service-principal").
+		Return(&iam.ServicePrincipal{
+			ApplicationId: "5678",
+		}, nil)
+
+	ctx := context.Background()
+	l := resolveServicePrincipal{name: "service-principal"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "5678", result)
+}
+
+func TestResolveServicePrincipal_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockServicePrincipalsAPI()
+	api.EXPECT().
+		GetByDisplayName(mock.Anything, "service-principal").
+		Return(nil, &apierr.APIError{StatusCode: 404})
+
+	ctx := context.Background()
+	l := resolveServicePrincipal{name: "service-principal"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.ErrorIs(t, err, apierr.ErrNotFound)
+}
+
+func TestResolveServicePrincipal_String(t *testing.T) {
+	l := resolveServicePrincipal{name: "name"}
+	assert.Equal(t, "service-principal: name", l.String())
+}

bundle/config/variable/resolve_warehouse.go

@@ -0,0 +1,24 @@
+package variable
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/databricks/databricks-sdk-go"
+)
+
+type resolveWarehouse struct {
+	name string
+}
+
+func (l resolveWarehouse) Resolve(ctx context.Context, w *databricks.WorkspaceClient) (string, error) {
+	entity, err := w.Warehouses.GetByName(ctx, l.name)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprint(entity.Id), nil
+}
+
+func (l resolveWarehouse) String() string {
+	return fmt.Sprintf("warehouse: %s", l.name)
+}

bundle/config/variable/resolve_warehouse_test.go

@@ -0,0 +1,49 @@
+package variable
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/databricks-sdk-go/apierr"
+	"github.com/databricks/databricks-sdk-go/experimental/mocks"
+	"github.com/databricks/databricks-sdk-go/service/sql"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+	"github.com/stretchr/testify/require"
+)
+
+func TestResolveWarehouse_ResolveSuccess(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockWarehousesAPI()
+	api.EXPECT().
+		GetByName(mock.Anything, "warehouse").
+		Return(&sql.EndpointInfo{
+			Id: "abcd",
+		}, nil)
+
+	ctx := context.Background()
+	l := resolveWarehouse{name: "warehouse"}
+	result, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.NoError(t, err)
+	assert.Equal(t, "abcd", result)
+}
+
+func TestResolveWarehouse_ResolveNotFound(t *testing.T) {
+	m := mocks.NewMockWorkspaceClient(t)
+
+	api := m.GetMockWarehousesAPI()
+	api.EXPECT().
+		GetByName(mock.Anything, "warehouse").
+		Return(nil, &apierr.APIError{StatusCode: 404})
+
+	ctx := context.Background()
+	l := resolveWarehouse{name: "warehouse"}
+	_, err := l.Resolve(ctx, m.WorkspaceClient)
+	require.ErrorIs(t, err, apierr.ErrNotFound)
+}
+
+func TestResolveWarehouse_String(t *testing.T) {
+	l := resolveWarehouse{name: "name"}
+	assert.Equal(t, "warehouse: name", l.String())
+}

bundle/tests/python_import/dataclass_no_wheel/databricks.yml

@@ -0,0 +1,15 @@
+bundle:
+  name: python-import-dataclass-no-wheel
+
+experimental:
+  pydabs:
+    enabled: true
+    import:
+    - "my_job"
+
+variables:
+  default_cluster_spec:
+    type: complex
+    value:
+      num_workers: 1
+      spark_version: "15.4.x-scala2.12"

bundle/tests/python_import/dataclass_no_wheel/notebooks/my_notebook.py

@@ -0,0 +1,2 @@
+# Databricks Notebook Source
+1+1

bundle/tests/python_import/dataclass_no_wheel/src/my_job.py

@@ -0,0 +1,22 @@
+from databricks.bundles.jobs import Job, Task, NotebookTask, JobCluster
+from databricks.bundles.variables import Bundle
+
+my_job = Job(
+    name="Test Job",
+    resource_name="my_job",
+    job_clusters=[
+        JobCluster(
+            job_cluster_key="my_cluster",
+            new_cluster=Bundle.variables.default_cluster_spec,
+        ),
+    ],
+    tasks=[
+        Task(
+            task_key="my_notebook_task",
+            job_cluster_key="my_cluster",
+            notebook_task=NotebookTask(
+                notebook_path="notebooks/my_notebook.py",
+            ),
+        ),
+    ],
+)

bundle/tests/python_import_test.go

@@ -0,0 +1,95 @@
+package config_tests
+
+import (
+	"os"
+	"os/exec"
+	pathlib "path"
+	"runtime"
+	"testing"
+
+	"github.com/databricks/cli/bundle/config/resources"
+	"github.com/databricks/cli/libs/dyn"
+	"github.com/databricks/databricks-sdk-go/service/jobs"
+	"github.com/stretchr/testify/require"
+	"golang.org/x/exp/maps"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestPythonImport_dataclass_no_wheel(t *testing.T) {
+	activateVEnv(t)
+	setPythonPath(t, "python_import/dataclass_no_wheel/src")
+
+	expected := &resources.Job{
+		JobSettings: &jobs.JobSettings{
+			Name: "Test Job",
+			JobClusters: []jobs.JobCluster{
+				{
+					JobClusterKey: "my_cluster",
+				},
+			},
+			Tasks: []jobs.Task{
+				{
+					NotebookTask: &jobs.NotebookTask{
+						NotebookPath: "notebooks/my_notebook.py",
+					},
+					JobClusterKey: "my_cluster",
+					TaskKey:       "my_notebook_task",
+				},
+			},
+		},
+	}
+
+	b := load(t, "./python_import/dataclass_no_wheel")
+
+	assert.Equal(t, []string{"my_job"}, maps.Keys(b.Config.Resources.Jobs))
+
+	myJob := b.Config.Resources.Jobs["my_job"]
+	assert.Equal(t, expected, myJob)
+
+	// NewCluster is reference to a variable and needs to be checked separately
+	err := b.Config.Mutate(func(value dyn.Value) (dyn.Value, error) {
+		path := dyn.MustPathFromString("resources.jobs.my_job.job_clusters[0].new_cluster")
+		value, err := dyn.GetByPath(value, path)
+		if err != nil {
+			return dyn.InvalidValue, err
+		}
+
+		assert.Equal(t, "${var.default_cluster_spec}", value.AsAny())
+
+		return value, nil
+	})
+	require.NoError(t, err)
+}
+
+func setPythonPath(t *testing.T, path string) {
+	wd, err := os.Getwd()
+	require.NoError(t, err)
+	t.Setenv("PYTHONPATH", pathlib.Join(wd, path))
+}
+
+func activateVEnv(t *testing.T) {
+	dir := t.TempDir()
+	venvDir := pathlib.Join(dir, "venv")
+
+	err := exec.Command("python3", "-m", "venv", venvDir).Run()
+	require.NoError(t, err, "failed to create venv")
+
+	// we don't have shell to activate venv, updating PATH is enough
+
+	var venvBinDir string
+	if runtime.GOOS == "windows" {
+		venvBinDir = pathlib.Join(venvDir, "Scripts")
+		t.Setenv("PATH", venvBinDir+";"+os.Getenv("PATH"))
+	} else {
+		venvBinDir = pathlib.Join(venvDir, "bin")
+		t.Setenv("PATH", venvBinDir+":"+os.Getenv("PATH"))
+	}
+
+	err = exec.Command(
+		pathlib.Join(venvBinDir, "pip"),
+		"install",
+		"databricks-pydabs==0.5.1",
+	).Run()
+	require.NoError(t, err, "failed to install databricks-pydabs")
+}

internal/init_test.go

@@ -97,7 +97,7 @@ func TestAccBundleInitOnMlopsStacks(t *testing.T) {
 	require.NoError(t, err)
 	job, err := w.Jobs.GetByJobId(context.Background(), batchJobId)
 	assert.NoError(t, err)
-	assert.Equal(t, fmt.Sprintf("dev-%s-batch-inference-job", projectName), job.Settings.Name)
+	assert.Contains(t, job.Settings.Name, fmt.Sprintf("dev-%s-batch-inference-job", projectName))
 }
 
 func TestAccBundleInitHelpers(t *testing.T) {