Dry-run migration to direct engine after terraform deploy by denik · Pull Request #5797 · databricks/cli

denik · 2026-07-02T07:06:19Z

After a successful terraform deploy, the CLI now converts the deployment state to the direct engine entirely in memory (writing nothing locally or remotely) and reports the outcome via telemetry, to measure how many bundles could migrate cleanly.

If the migration fails, the actual error is surfaced to the user as a warning.
Internal warnings (e.g. resources the direct engine can't yet represent) are downgraded to info level and reported through telemetry via a has_warnings flag rather than shown to the user.
New experimental.terraform_to_direct_migration telemetry field records success / error_message / has_warnings.

This pull request and its description were written by Isaac.

After a successful terraform deploy, convert the state to the direct engine in memory (writing nothing locally or remotely) and report the outcome via telemetry. Surface the error to the user as a warning if it fails; internal warnings are downgraded to info level and reported through telemetry only. Co-authored-by: Isaac

eng-dev-ecosystem-bot · 2026-07-02T07:26:45Z

Integration test report

Commit: f1e4c67

Run: 28585676971

	Env	🟨KNOWN	💚RECOVERED	🙈SKIP	✅pass	🙈skip	Time
🟨	aws linux	7	3	13	230	1041	5:27
🟨	aws windows	7	3	13	232	1039	7:04
💚	aws-ucws linux		10	13	314	959	4:52
💚	aws-ucws windows		10	13	316	957	3:58
💚	azure linux		4	15	230	1040	4:16
💚	azure windows		4	15	232	1038	3:38
💚	azure-ucws linux		4	15	316	956	4:57
💚	azure-ucws windows		4	15	318	954	4:03
💚	gcp linux		4	15	229	1042	3:51
💚	gcp windows		4	15	231	1040	3:50

23 interesting tests: 13 SKIP, 7 KNOWN, 3 RECOVERED

	Test Name	aws linux	aws windows	aws-ucws linux	aws-ucws windows	azure linux	azure windows	azure-ucws linux	azure-ucws windows	gcp linux	gcp windows
🟨	TestAccept	🟨K	🟨K	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R
🙈	TestAccept/bundle/invariant/no_drift	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/permissions	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions	🟨K	🟨K	💚R	💚R	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=direct	🟨K	🟨K	💚R	💚R
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=terraform	🟨K	🟨K	💚R	💚R
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions	🟨K	🟨K	💚R	💚R	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=direct	🟨K	🟨K	💚R	💚R
🟨	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=terraform	🟨K	🟨K	💚R	💚R
🙈	TestAccept/bundle/resources/postgres_branches/basic	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_branches/recreate	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_branches/replace_existing	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_branches/update_protected	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_branches/without_branch_id	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_endpoints/basic	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_projects/update_display_name	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/synced_database_tables/basic	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/vector_search_endpoints/drift/recreated_same_name	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/vector_search_indexes/recreate/embedding_dimension	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/ssh/connection	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
💚	TestFetchRepositoryInfoAPI_FromRepo	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R
💚	TestFetchRepositoryInfoAPI_FromRepo/root	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R
💚	TestFetchRepositoryInfoAPI_FromRepo/subdir	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R

Top 4 slowest tests (at least 2 minutes):

duration	env	testname
3:05	gcp windows	TestAccept
3:01	azure-ucws windows	TestAccept
2:50	aws-ucws windows	TestAccept
2:45	azure windows	TestAccept

- Revert dstate changes; write the throwaway direct state to a temp file that is deleted afterwards instead of an in-memory write mode. - Keep migration warnings user-visible with a "post-deploy dry-run migration to direct: " prefix instead of downgrading them. - Record the outcome as direct_drymigrate_success / direct_drymigrate_warnings bool telemetry instead of a dedicated proto field. - Run the dry-run after "Deployment complete!". Co-authored-by: Isaac

Redirect the terraform-only direct_drymigrate_* bool_values snapshots (and the migration warning output) to per-engine files so the shared output stays engine-agnostic. Co-authored-by: Isaac

janniklasrose · 2026-07-02T09:14:49Z

 * direct: Fix spurious update when `apply_policy_default_values: true` is set on job task, for-each-task, or job cluster new_cluster ([#5731](https://github.com/databricks/cli/pull/5731)). Also fix spurious updates for for-each-task clusters due to missing backend defaults for `data_security_mode`, `node_type_id`, `driver_node_type_id`, `driver_instance_pool_id`, `enable_elastic_disk`, and `enable_local_disk_encryption`.
 * direct: Cluster resize now falls back to regular update if resize fails due to `INVALID_STATE` ([#5716](https://github.com/databricks/cli/pull/5716)).
 * Fixed `bundle deployment migrate` failing on `model_serving_endpoints`/`database_instances` with permissions (regression since v1.5.0) ([#5775](https://github.com/databricks/cli/pull/5775)).
+ * After a terraform deploy, the CLI now dry-runs an in-memory migration to the direct engine (writing nothing locally or remotely) and reports the outcome via telemetry, warning if the migration could not be completed.


Suggested change
* After a terraform deploy, the CLI now dry-runs an in-memory migration to the direct engine (writing nothing locally or remotely) and reports the outcome via telemetry, warning if the migration could not be completed.
* After a terraform deploy, the CLI now dry-runs an in-memory migration to the direct engine (writing nothing locally or remotely) and reports the outcome via telemetry, warning if the migration could not be completed ([#5797](https://github.com/databricks/cli/pull/5797)).

- Append a notice after dry-run migration warnings pointing users to dabs-feedback@databricks.com and clarifying the deploy is unaffected. - Snapshot common bool_values in shared output and only the terraform-only direct_drymigrate_* entries per-engine, using print_telemetry_bool_values. - Drop obvious doc comment; changelog: drop "in-memory", add PR link. Co-authored-by: Isaac

eng-dev-ecosystem-bot · 2026-07-02T12:38:08Z

Integration test report

Commit: 253d888

Run: 28589447069

	Env	❌FAIL	🟨KNOWN	🔄flaky	💚RECOVERED	🙈SKIP	✅pass	🙈skip	Time
🔄	aws linux			4	6	13	230	1041	6:08
🔄	aws windows			1	10	13	231	1039	4:13
💚	aws-ucws linux				10	13	314	959	5:00
💚	aws-ucws windows				10	13	316	957	4:06
💚	azure linux				4	15	230	1040	4:23
🔄	azure windows			2	2	15	232	1038	6:01
💚	azure-ucws linux				4	15	316	956	4:58
💚	azure-ucws windows				4	15	318	954	3:47
❌	gcp linux	54	1		1	15	164	1042	3:03
❌	gcp windows	203	2			15	28	1029	2:46

226 interesting tests: 203 FAIL, 13 SKIP, 6 flaky, 2 KNOWN, 2 RECOVERED

	Test Name	aws linux	aws windows	aws-ucws linux	aws-ucws windows	azure linux	azure windows	azure-ucws linux	azure-ucws windows	gcp linux	gcp windows
🟨	TestAccept	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R	💚R	🟨K
❌	TestAccept/bundle/deploy/mlops-stacks	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/deploy/mlops-stacks/DATABRICKS_BUNDLE_ENGINE=direct	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/deploy/mlops-stacks/DATABRICKS_BUNDLE_ENGINE=terraform	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
🙈	TestAccept/bundle/invariant/no_drift	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/permissions	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
💚	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions	💚R	💚R	💚R	💚R	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🔄	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=direct	🔄f	💚R	💚R	💚R
🔄	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=terraform	🔄f	💚R	💚R	💚R
💚	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions	💚R	💚R	💚R	💚R	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🔄	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=direct	🔄f	💚R	💚R	💚R
🔄	TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=terraform	🔄f	💚R	💚R	💚R
🙈	TestAccept/bundle/resources/postgres_branches/basic	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_branches/recreate	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_branches/replace_existing	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_branches/update_protected	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_branches/without_branch_id	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_endpoints/basic	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/postgres_projects/update_display_name	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/synced_database_tables/basic	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/vector_search_endpoints/drift/recreated_same_name	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
🙈	TestAccept/bundle/resources/vector_search_indexes/recreate/embedding_dimension	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
❌	TestAccept/selftest/record_cloud/basic	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/basic/DATABRICKS_BUNDLE_ENGINE=direct	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/basic/DATABRICKS_BUNDLE_ENGINE=terraform	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/error	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/error/DATABRICKS_BUNDLE_ENGINE=direct	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/error/DATABRICKS_BUNDLE_ENGINE=terraform	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/pipeline-crud	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/pipeline-crud/DATABRICKS_BUNDLE_ENGINE=direct	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/pipeline-crud/DATABRICKS_BUNDLE_ENGINE=terraform	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/workspace-file-io	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/workspace-file-io/DATABRICKS_BUNDLE_ENGINE=direct	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/selftest/record_cloud/workspace-file-io/DATABRICKS_BUNDLE_ENGINE=terraform	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
🙈	TestAccept/ssh/connection	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S	🙈S
❌	TestDashboardAssumptions_WorkspaceImport	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestBundleInitErrorOnUnknownFields	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestBundleInitHelpers	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAlertsCreateErrWhenNoArguments	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestApiGet	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAuthDescribeSuccess	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestClustersGet	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestClustersList	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCat	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCat/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCatDoesNotSupportOutputModeJson	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCatForDbfsInvalidScheme	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCatOnADir	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCatOnADir/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCatOnNonExistentFile	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCatOnNonExistentFile/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCompletion	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDir	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDir/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDir/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDir/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpDir/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDir/local_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDirToDirFileNotOverwritten	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDirToDirFileNotOverwritten/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDirToDirFileNotOverwritten/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDirToDirFileNotOverwritten/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpDirToDirFileNotOverwritten/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDirToDirFileNotOverwritten/local_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDirToDirWithOverwriteFlag	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDirToDirWithOverwriteFlag/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDirToDirWithOverwriteFlag/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDirToDirWithOverwriteFlag/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpDirToDirWithOverwriteFlag/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpDirToDirWithOverwriteFlag/local_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpErrorsOnInvalidScheme	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpErrorsWhenSourceIsDirWithoutRecursiveFlag	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpErrorsWhenSourceIsDirWithoutRecursiveFlag/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDir	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDir/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDir/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDir/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpFileToDir/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDir/local_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDirFileNotOverwritten	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDirFileNotOverwritten/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDirFileNotOverwritten/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDirFileNotOverwritten/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpFileToDirFileNotOverwritten/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDirFileNotOverwritten/local_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDirForWindowsPaths	🙈s	✅p	🙈s	✅p	🙈s	✅p	🙈s	✅p	🙈s	❌F
❌	TestFsCpFileToDirWithOverwriteFlag	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDirWithOverwriteFlag/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDirWithOverwriteFlag/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDirWithOverwriteFlag/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpFileToDirWithOverwriteFlag/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToDirWithOverwriteFlag/local_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFile	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFile/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFile/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFile/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpFileToFile/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFile/local_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFileFileNotOverwritten	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFileFileNotOverwritten/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFileFileNotOverwritten/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFileFileNotOverwritten/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpFileToFileFileNotOverwritten/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFileFileNotOverwritten/local_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFileWithOverwriteFlag	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFileWithOverwriteFlag/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFileWithOverwriteFlag/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFileWithOverwriteFlag/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpFileToFileWithOverwriteFlag/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToFileWithOverwriteFlag/local_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToNonExistentDir	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToNonExistentDir/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToNonExistentDir/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToNonExistentDir/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpFileToNonExistentDir/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToNonExistentDir/local_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpFileToNonExistentDirWindowsPaths	🙈s	✅p	🙈s	✅p	🙈s	✅p	🙈s	✅p	🙈s	❌F
❌	TestFsCpSourceIsDirectoryButTargetIsFile	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpSourceIsDirectoryButTargetIsFile/dbfs_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpSourceIsDirectoryButTargetIsFile/dbfs_to_local	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsCpSourceIsDirectoryButTargetIsFile/dbfs_to_uc-volumes	🙈s	🙈s	✅p	✅p	🙈s	🙈s	✅p	✅p	🙈s	❌F
❌	TestFsCpSourceIsDirectoryButTargetIsFile/local_to_dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLs/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLsForNonexistingDir	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLsForNonexistingDir/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLsOnEmptyDir	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLsOnEmptyDir/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLsOnFile	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLsOnFile/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLsWithAbsolutePaths	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLsWithAbsolutePaths/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsLsWithoutScheme	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsMkdir	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsMkdir/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsMkdirCreatesIntermediateDirectories	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsMkdirCreatesIntermediateDirectories/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsMkdirWhenDirectoryAlreadyExists	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsMkdirWhenDirectoryAlreadyExists/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsMkdirWhenFileExistsAtPath	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsMkdirWhenFileExistsAtPath/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsRmDirRecursively	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsRmDirRecursively/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsRmEmptyDir	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsRmEmptyDir/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsRmFile	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsRmFile/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsRmForNonExistentFile	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsRmForNonExistentFile/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsRmNonEmptyDirectory	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestFsRmNonEmptyDirectory/dbfs	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestSecretsPutSecretBytesValue	✅p	✅p	🙈s	🙈s	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestSecretsPutSecretStringValue	✅p	✅p	🙈s	🙈s	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestSyncEnsureRemotePathIsUsableIfRepoDoesntExist	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestSyncEnsureRemotePathIsUsableIfRepoExists	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestSyncEnsureRemotePathIsUsableInWorkspace	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestSyncFullFileSync	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestSyncIncrementalFileOverwritesFolder	✅p	🔄f	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestSyncIncrementalFileSync	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestSyncIncrementalSyncFileToPythonNotebook	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestSyncIncrementalSyncPythonNotebookDelete	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestSyncIncrementalSyncPythonNotebookToFile	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestSyncNestedFolderDoesntFailOnNonEmptyDirectory	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestSyncNestedFolderSync	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestSyncNestedSpacePlusAndHashAreEscapedSync	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestExport	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestExportDir	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestExportDirDoesNotOverwrite	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestExportDirWithOverwriteFlag	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestExportWithFileFlag	✅p	✅p	✅p	✅p	✅p	✅p	✅p	✅p	❌F	❌F

Top 4 slowest tests (at least 2 minutes):

duration	env	testname
2:42	azure windows	TestAccept
2:35	azure-ucws windows	TestAccept
2:35	aws windows	TestAccept
2:33	aws-ucws windows	TestAccept

(56 table rows omitted to keep the report under 60000 bytes)

## Release v1.6.0 ### CLI * `ssh connect` now accepts a `--base-environment` flag to run a serverless session on a custom base environment. It takes an `env.yaml` path, a `workspace-base-environments/...` resource ID, or a base environment display name, and is rejected together with `--environment-version` or `--cluster` ([#5706](#5706)). * `databricks aitools install` is now plugin-first: it installs the Databricks plugin through each agent's own CLI (Claude Code, Codex, GitHub Copilot) instead of copying raw skill files. Agents without a plugin (OpenCode, Antigravity) still get skill files, and Cursor prints the `/add-plugin databricks` step. Use `--skills-only` to force raw skill files for every agent, or `--path <dir>` to write skills to a directory ([#5738](#5738)). * `databricks labs list` now only shows projects that can be installed ([#5560](#5560)). ### Bundles * direct: Fixed persistent drift on `model_serving_endpoints` caused by the `traffic_config` field ([#5708](#5708)). * direct: Fix spurious update when `apply_policy_default_values: true` is set on job task, for-each-task, or job cluster new_cluster ([#5731](#5731)). Also fix spurious updates for for-each-task clusters due to missing backend defaults for `data_security_mode`, `node_type_id`, `driver_node_type_id`, `driver_instance_pool_id`, `enable_elastic_disk`, and `enable_local_disk_encryption`. * direct: Cluster resize now falls back to regular update if resize fails due to `INVALID_STATE` ([#5716](#5716)). * `bundle generate dashboard` now honors the `--key` flag when naming the generated resource, and rejects combining `--existing-path`, `--existing-id`, and `--resource` instead of silently ignoring all but one ([#5492](#5492)). * Fixed `bundle deployment migrate` failing on `model_serving_endpoints`/`database_instances` with permissions (regression since v1.5.0) ([#5775](#5775)). * After a terraform deploy, the CLI now dry-runs a migration to the direct engine (writing nothing locally or remotely) and reports the outcome via telemetry, warning if the migration could not be completed ([#5797](#5797)). ### Dependency updates * Bump `github.com/databricks/databricks-sdk-go` from v0.147.0 to v0.152.0 ([#5773](#5773)). * Bump Terraform provider from v1.118.0 to v1.120.0 ([#5792](#5792)).

denik temporarily deployed to test-trigger-is July 2, 2026 07:06 — with GitHub Actions Inactive

denik temporarily deployed to test-trigger-is July 2, 2026 08:52 — with GitHub Actions Inactive

acceptance: capture dry-run migration telemetry per-engine
d4c595e
Redirect the terraform-only direct_drymigrate_* bool_values snapshots (and the migration warning output) to per-engine files so the shared output stays engine-agnostic. Co-authored-by: Isaac

denik temporarily deployed to test-trigger-is July 2, 2026 09:07 — with GitHub Actions Inactive

janniklasrose reviewed Jul 2, 2026
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denik temporarily deployed to test-trigger-is July 2, 2026 11:12 — with GitHub Actions Inactive

janniklasrose approved these changes Jul 2, 2026
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denik added this pull request to the merge queue Jul 2, 2026

Merged via the queue into main with commit 253d888Jul 2, 2026
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denik deleted the denik/migration-telemetry branch July 2, 2026 12:18

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Dry-run migration to direct engine after terraform deploy - #5797

Dry-run migration to direct engine after terraform deploy#5797
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denik/migration-telemetry

denik commented Jul 2, 2026

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	* After a terraform deploy, the CLI now dry-runs an in-memory migration to the direct engine (writing nothing locally or remotely) and reports the outcome via telemetry, warning if the migration could not be completed.
	* After a terraform deploy, the CLI now dry-runs an in-memory migration to the direct engine (writing nothing locally or remotely) and reports the outcome via telemetry, warning if the migration could not be completed ([#5797](https://github.com/databricks/cli/pull/5797)).

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denik commented Jul 2, 2026

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Integration test report

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janniklasroseJul 2, 2026

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