bundle: record and read deployment state via DMS by shreyas-goenka · Pull Request #6094 · databricks/cli

shreyas-goenka · 2026-07-29T09:33:50Z

Summary

Adds DMS as a supported backend for direct deployments.

Known bug

acceptance/bundle/dms/empty-grants documents it: emptying a grants node records a succeeded UPDATE with no state, which the service rejects. That test is Cloud = false; the fix (record an update carrying the emptied state instead of a delete) is pending.

eng-dev-ecosystem-bot · 2026-07-29T10:10:48Z

Integration test report

Commit: 3aabe82

Run: 34286030123

	Env	🔄flaky	💚RECOVERED	✅pass	🙈skip	Time
💚	aws linux		1	317	48	8:18
💚	aws windows		1	319	46	12:17
🔄	azure linux	3		314	48	10:47
💚	azure windows		1	318	46	12:58
💚	gcp linux		1	317	48	9:39
💚	gcp windows		1	319	46	11:56

	Test Name	aws linux	aws windows	azure linux	azure windows	gcp linux	gcp windows
🔄	TestAccept	💚R	💚R	🔄f	💚R	💚R	💚R
🔄	TestAccept/bundle/resources/dashboards/detect-change	✅p	✅p	🔄f	✅p	✅p	✅p
🔄	TestAccept/bundle/resources/dashboards/detect-change/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	✅p	✅p	🔄f	✅p	✅p	✅p

Top 13 slowest tests (at least 2 minutes):

duration	env	testname
5:11	azure windows	TestAccept
3:43	aws windows	TestAccept
3:34	gcp windows	TestAccept
2:49	gcp windows	TestAccept/bundle/dms/existing-state/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
2:34	gcp windows	TestAccept/bundle/dms/declined-deploy/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
2:29	aws windows	TestAccept/bundle/resources/quality_monitors/change_table_name/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
2:14	azure windows	TestAccept/bundle/dms/no-drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
2:09	azure windows	TestAccept/bundle/resources/dashboards/detect-change/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=
2:08	aws windows	TestAccept/bundle/dms/stale-plan/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/READPLAN=
2:06	aws windows	TestAccept/bundle/dms/no-drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
2:06	azure linux	TestFilerWorkspaceFilesExtensionsReadDir
2:04	azure windows	TestAccept/bundle/resources/quality_monitors/change_assets_dir/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=
2:02	aws windows	TestAccept/bundle/resources/quality_monitors/change_assets_dir/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=

shreyas-goenka · 2026-07-29T13:17:25Z

+		// of and the next deploy would create them a second time. Checked here rather
+		// than only where operations are recorded, which is after the resource has
+		// already been modified.
+		if err := opQueue.firstErr(); err != nil {


we could eventually extend this to record and return all multiple errors that happened.

shreyas-goenka · 2026-07-29T13:36:18Z

@@ -0,0 +1,4 @@
+
+=== An operation upload failure fails the deploy instead of reporting only at the end


it's hard to make a assert more here because we cannot control how many requests went through. We could harden this test by making the number of workers configurable and 1. Omitting for now.

shreyas-goenka · 2026-07-29T13:44:57Z

@@ -0,0 +1,18 @@
+Local = true
+Cloud = false


We'll rollout the service to our test env by next week at which point we can start turning these tests on on cloud as well.

shreyas-goenka · 2026-07-29T13:45:22Z

+
+# Deployment Metadata Service (DMS) recording is only supported by the direct
+# engine; it is a no-op on terraform.
+EnvMatrix.DATABRICKS_BUNDLE_ENGINE = ["direct"]


Eventually we can also make DMS part of the default test matrix - to get more coverage - this can be rolled out slowly.

shreyas-goenka · 2026-07-29T14:03:26Z

+	assert.Empty(t, f.recorded())
+}
+
+func TestOperationQueueCloseIsIdempotent(t *testing.T) {


this is not strictly necessary given we only have one close site.

shreyas-goenka · 2026-08-07T01:22:00Z

+	return &apiVersionCreator{client: c}
+}
+
+func (a *apiVersionCreator) CreateVersion(ctx context.Context, deploymentID, versionID string, body createVersionRequest) (*bundledeployments.Version, error) {


will be replaced with SDK calls soon in a followup.

shreyas-goenka · 2026-08-07T01:24:35Z

+// The extra field cannot be added by embedding Deployment in a wrapper struct:
+// Deployment has its own MarshalJSON, which is promoted to the wrapper and
+// silently drops any sibling field.
+func deploymentBody(d *dmsDeployment) (map[string]any, error) {


goes away on a SDK bump

shreyas-goenka · 2026-08-07T01:35:55Z

+	r := NewRecorder(RecorderOptions{Service: f, Versions: fakeVersions{requests: &f.versions}, DeploymentID: "stored-id", StatePath: testStatePath, Metadata: Metadata{TargetName: "dev", DisplayName: testDisplayName}, VersionType: VersionTypeDeploy})
+
+	err := r.CreateVersion(t.Context())
+	assert.ErrorContains(t, err, "internal error: no deployment found for the file with object id stored-id")


this should never happen if the service is working properly, since htis indicates that the file exists but there was no deployment returned by GET deployment.

denik · 2026-08-07T08:46:24Z

+			// (sv.Value) come from the write just performed; GetResourceID reads
+			// the ID assigned by Deploy. depends_on is recorded alongside the config
+			// because it cannot be recomputed from it (see dstate.RecordedState).
+			if err := opQueue.record(ctx, resourceKey, action, b.StateDB.GetResourceID(resourceKey), sv.Value, d.DependsOn); err != nil {


Correct me if I'm wrong, this records "recreate" once, correct?

We discussed sending two requests - one for Delete and one for subsequent Create.

We also discussed moving recording hooks inside SaveState, so that we record the event ASAP. I'm considering for some resources to record state earlier and/or multiple times, by moving recording into SaveState we'll be able to handle that with DMS #5391

shreyas-goenka · 2026-08-10T16:26:22Z

+	"github.com/databricks/databricks-sdk-go/service/bundledeployments"
+)
+
+// The CLI calls the operations API directly rather than through the generated


We need to fix this. I'll investigate in a followup.

shreyas-goenka · 2026-08-11T09:39:33Z

+
+// The server expires a version's lease if it does not receive a heartbeat
+// within a 2-minute TTL; we heartbeat well inside that window.
+const defaultHeartbeatInterval = 30 * time.Second


Parts of the code here should be removed and replaced by the SDK soon.

shreyas-goenka · 2026-08-11T10:39:49Z

+	// node under the state directory, so files.Delete removes it and any later call
+	// fails with 404. CompleteVersion is idempotent, so the deferred call in Destroy
+	// is a no-op after this.
+	if err := recorder.CompleteVersion(ctx, true); err != nil {


Its a bit of a chicken and egg problem. We can improve this by first cleaning up worksapce.file_path + artifact_path. Then completing the version and then deleting state_path + root_path.

Left as a followup exercise, the current PR is already big enough in scope.

shreyas-goenka · 2026-08-11T10:50:07Z

+# unset; `deploy --plan` then creates the resources without it and the next plan reports
+# drift. Stamping at plan time would mean `bundle plan` creating the deployment record,
+# which is a design decision, so the saved-plan path is left out of the DMS run for now.
+EnvMatrixExclude.dms_no_readplan = ["DATABRICKS_BUNDLE_RECORD_DEPLOYMENT_HISTORY=true", "READPLAN=1"]


We'll fix this in a followup.

shreyas-goenka · 2026-08-11T12:20:14Z

+			// failureFields. A failure that arrives before any operation exists still
+			// goes through CreateOperation below, carrying the prior state.
+			fields = failureFields
+			body = updateOperationRequest{


By omitting state here we ensure that the latest state that was uploaded in a partial operation is retained.

…lates (databricks#6220) ## Changes `bundle init` now writes `experimental.record_deployment_history: true` into the generated `databricks.yml` when `DATABRICKS_BUNDLE_INIT_RECORD_DEPLOYMENT_HISTORY` is set. It covers every built-in template that generates a `databricks.yml`, and is off by default so template output is otherwise unchanged. ## Why Lets new projects opt into recording deployment history at creation time instead of editing the config by hand afterwards. The variable is temporary and deliberately scoped to `bundle init`: it persists the setting in the generated project rather than toggling it for the bundle being run. Note the setting is still gated off (databricks#6094), so a generated project also needs `DATABRICKS_BUNDLE_FORCE_ALLOW_RECORD_DEPLOYMENT_HISTORY` to validate until that gate is lifted. The acceptance test sets both and runs `bundle validate`, so it will fail if the two ever drift apart. ## Tests New acceptance test: all five templates with the variable on, plus the default-off and explicitly-false cases.

shreyas-goenka · 2026-08-19T10:54:01Z

+	Service bundledeployments.BundleDeploymentsInterface
+
+	// raw sends what the generated client cannot; see requester.
+	raw requester


this will go away once we get everything in the SDK

general comment: please add such comments directly to code, otherwise they will be lost.

q: What's still missing from SDK?

q: What's still missing from SDK?

A couple of that need to be propogated to the SDK from the API spec. Some are still marked as development and need to be marked as PrPr.

let's mark it as PrPr and use generated client?

shreyas-goenka · 2026-08-19T11:22:11Z

+	if err != nil {
+		// The service caps how many operations one version may stage, so a bundle past the
+		// cap cannot be recorded at all. Say so rather than passing the raw API error on.
+		if isResourceExhaustedErr(err) {


users might also see this if they exhaust their versions. We'll fix this soon though.

…atabricks#6549) Adds a plan version repl to make the diff for databricks#6094 smaller. Co-authored-by: Isaac <no-reply@databricks.com>

readplan/lineage-mismatch fed one committed plan to both variants, and a committed plan has to match the shape of the target it is fed to: a recorded target carries the deployment_history feature, and validatePlan rejects a features mismatch before it looks at lineage. There are now two fixtures - plan.direct.json and plan.dms.json - and the script picks by variant, so the lineage error is asserted either way. volume_path_job_ref captured its plan with trace and &> together, so the trace header landed in the file alongside the JSON and nothing could filter it. Captured untraced into a raw file and stamped out into the golden, same as change_assets_dir. Also drops deployment_id and next_version_id from a plan-header assertion and from the nostamp docstring: neither is part of a plan any more. Co-authored-by: Isaac <no-reply@databricks.com>

The deploy runs as the test service principal, but the summary that reads the job id back ran as the user. Under recording the state lives in the deploying identity deployment record, which another identity does not resolve, so the id came back null. Read the summary as the same identity that deployed. The test is about the permission error on destroy, so which identity reads the id back is incidental - the goldens are unchanged, and both variants now run. Co-authored-by: Isaac <no-reply@databricks.com>

shreyas-goenka · 2026-09-09T08:36:59Z

-job_id=$($CLI bundle summary --output json | jq -r '.resources.jobs.foo.id')
+# Read the summary as the deploying identity: under recording the state lives in that
+# identity's deployment record, which another identity does not resolve.
+job_id=$(as-test-sp $CLI bundle summary --output json | jq -r '.resources.jobs.foo.id')


This worked previously because summary would use local state, which is not available with DMS.

Same fix as change_assets_dir: the plan was captured with trace and &> together, so the trace header landed in the file alongside the JSON and no filter could touch it. Capture it untraced into a raw file and stamp that out into the golden. Co-authored-by: Isaac <no-reply@databricks.com>

The script removes plan.json itself, so there is nothing left for the harness to flag. Co-authored-by: Isaac <no-reply@databricks.com>

denik · 2026-09-09T08:52:50Z

+				if !cmdctx.HasWorkspaceClient(ctx) {
+					ctx = cmdctx.SetWorkspaceClient(ctx, b.WorkspaceClient(ctx))
+				}
+				if err := b.DeploymentBundle.StateDB.Open(ctx, localPath, dstate.WithRecovery(false), dstate.WithWrite(false), dstate.WithDeploymentHistory(true), dstate.OpenDmsArgs{ID: dmsDeploymentID, LastVersionID: lastVersionID}); err != nil {


dstate.WithDeploymentHistory(true), dstate.OpenDmsArgs{ID: dmsDeploymentID, LastVersionID: lastVersionID}

nit: seems unnecessary to have both -- dms args could be a pointer.

Done for consistency really. That's how we pass other boolean options to the Open function.

denik · 2026-09-09T08:53:18Z

+				if logdiag.HasError(ctx) {
+					return b, stateDesc, root.ErrAlreadyPrinted
+				}
+				// StateDB.Open builds the DMS client from the workspace client on the context.


Why do you pass it via context and not as part of OpenDmsArgs?

That's how we set the worspace client in other places as well. The context becomes the single place where we inititalize the workspace client.

denik · 2026-09-09T09:07:14Z

+  2. run "databricks bundle destroy" to delete the existing resources
+  3. add experimental.deployment_history back and deploy again`)
+	case !recording && recorded:
+		return ErrUnsettingRecording


Should not a feature set in the state be definitive and sticky? Once your state is on DMS, your env var is not relevant anymore, you'll continue to use DMS.

I'm not sure. We might allow unsetting this feature to opt-out of DMS (unlikely but still a possible direction to take).

For now I think lets keep the conifugration required. We can always easily relax this in the future.

CalculatePlan copied features only for a recorded deployment, but a plan should carry whatever features its target has - the check on the other side compares both sides regardless. Copying unconditionally needs one way to read the counter for any backend, which GetSerial provides: the recorded version when the bundle records history, since its state file persists no serial of its own, and the state serial otherwise. validatePlan reads the same accessor, so the plan and the check that validates it can no longer disagree about where the number comes from. StateFeatures returns a copy. It handed out the live map, which the caller stamps into a plan that outlives the lock, so the lock was protecting nothing. Co-authored-by: Isaac <no-reply@databricks.com>

CalculatePlan copies features unconditionally now - a plan should carry whatever features its target has, and the check on the other side compares both sides regardless. That needs one way to read the counter for any backend, which GetSerial provides: the recorded version when the bundle records history, since its state file persists no serial of its own, and the state serial otherwise. validatePlan reads the same accessor, so it no longer branches on the backend at all and one equality comparison covers both. StateFeatures returns a copy so callers cannot modify the state feature set. A recording open now refuses a leftover WAL rather than deleting it. A recorded deployment writes none, so one can only have come from a deploy that did not record - and that file is the only record of its writes. DeleteState no longer clears Data.State, matching the direct path, and the shared stateIDs delete is hoisted out of both branches. Addresses review feedback. Co-authored-by: Isaac <no-reply@databricks.com>

denik · 2026-09-09T09:14:42Z

+// and their values. It is built where the outcome is known, so a malformed one fails the
+// resource that produced it rather than the upload at the end of apply.
+type OperationUpdate struct {
+	// Fields is the mask to send. It is taken literally: a field named here is written,


Do you mean update_mask? Do we ever want non-star update here? Operation is a really small atomic model.

We can look into this as a followup. Right now the backend API does not support update_mask: *.

Do we ever want non-star update here? Operation is a really small atomic model.

Sometimes yes. Like when recording an error message. In that case sometimes you want to preserve the last state. State can be big.

A recording open refuses a leftover WAL now instead of deleting it, so the file survives the refusal. The destroy that follows runs without recording, so it takes the recovery path and died replaying that stale WAL - which aborted the script and left its recorded requests behind, committed by accident as a golden. Remove the WAL first and untrack that file. Co-authored-by: Isaac <no-reply@databricks.com>

…quence id TODO sameWorkspaceInfo copied both structs to blank their ForceSendFields before a DeepEqual, which only works while WorkspaceInfo has no nested structs - true today, not guaranteed. structdiff.IsEqual handles ForceSendFields recursively and needs no copy; its doc comment records the same reason DeepEqual is wrong for SDK structs. Also records a TODO on the operation buffer's sequence ids: they guard against an earlier update overwriting a later one, which cannot happen when updates for a resource are sent one at a time from a single goroutine. UpdateOperation requires them today, so the client cannot simply stop sending them. Addresses review feedback. Co-authored-by: Isaac <no-reply@databricks.com>

Co-authored-by: Isaac <no-reply@databricks.com>

The service reports last_version_id as a string. Parse it once where the deployment is fetched, so OpenDmsArgs.LastVersionID, DeploymentHistory.LatestVersionID and everything below carry a number instead of passing the string around and parsing it again in Open. bundle summary now reports latest_version_id as a number. OpenDmsArgs.ID becomes DeploymentID: easier to grep than an overloaded ID. applyDMSState asserts the file it is filling in is the empty shell a recorded deployment writes, and says "fills in" rather than "replaces", since there is nothing to replace. Its test cases follow: a file carrying resources is now the refusal case rather than a merge. getOperationBuffer replaces three hand-rolled lock-read-unlock sequences. RecordFailure dereferenced the buffer relying on a comment that a version is always open; it checks now. Also trims the DeploymentID and VersionID comments; VersionID leads with what it is - the DMS counterpart of Data.Serial, owned by the service, so it never reaches resources.json. Addresses review feedback. Co-authored-by: Isaac <no-reply@databricks.com>

The state's features already say whether a deployment records history, so the StorageBackend type, its two constants and the field mirroring them were a second copy of that fact. IsDeploymentMetadataService is a map lookup on Data.Features, with an unlocked twin for the callers that already hold db.mu. Two places cannot use it, and both are after Finalize resets Data, so the features are no longer there to read: CompleteVersion and the deferred calls to it in the deploy and destroy phases. CompleteVersion gates on the operation buffer instead, which exists only for a recorded deployment and survives the reset, and its callers no longer gate at all - it already no-ops when no version was created. The old field survived the reset, which is why this was not visible until the switch. Co-authored-by: Isaac <no-reply@databricks.com>

…he destroy version deployment_id and latest_version_id moved onto Deployment itself, so the generated schema needed regenerating and the two new fields needed descriptions rather than PLACEHOLDER - what validate-generated was failing on. bundle/dms/no-drift reads them from their new place. destroyCore's version completion was still gated on the state's features, which are gone by then: Finalize resets Data before it runs. That deferred completion and the deployment record's deletion until after files.Delete had removed the node they depend on. sameWorkspaceInfo is gone - structdiff.IsEqual compares the pointers directly and handles nil on either side, so the wrapper only restated it. Co-authored-by: Isaac <no-reply@databricks.com>

It was dropped along with the comment rewrite in 83f339e, which left its unit case failing - and unit tests run in every CI cell, so all of them went red regardless of engine. Co-authored-by: Isaac <no-reply@databricks.com>

A deployment is usable only when both the workspace node and the service's record exist. A half-created one - node present, record missing - blocks the bundle here, even though CreateDeployment already recovers from it. Records the shape proposed in review: a dms.ReadDeployment(ctx, statePath) that reports a deployment only when both halves are present, leaving the caller to call CreateDeployment to create or finalize it. Co-authored-by: Isaac <no-reply@databricks.com>

…_id reason Probed the real service: it rejects resource_id on a delete with "state must be in update_mask when 'resource_id' is", and means state with a value. Dropping state from the mask entirely gets the same error, so no request shape carries an id alongside a cleared state. The ClearsState comment said something close but not quite that; it now quotes what the service actually answers, with a TODO to record the deleted resource's id once that is allowed. StatusPending gets the follow-up that was only on the PR: use IN_PROGRESS once the service supports it, since it describes a half-applied recreate better. Co-authored-by: Isaac <no-reply@databricks.com>

Recovering a half-created deployment and collapsing the two round trips into one are independent asks; keep them as separate entries. Co-authored-by: Isaac <no-reply@databricks.com>

Open already decides this from the state's features, so it records the answer instead of every caller re-deriving it. That also outlives the features themselves - Finalize resets Data - so CompleteVersion and its callers in the deploy and destroy phases can gate on the feature again rather than on the operation buffer. Cleared by Open rather than by reset: the same state is reopened (see bind.go), so a stale value would misroute a non-recording open, while reset is exactly what it has to survive. Co-authored-by: Isaac <no-reply@databricks.com>

shreyas-goenka · 2026-09-09T12:16:36Z

+=== a state depending on a feature this CLI does not recognize is rejected
 >>> errcode [CLI] bundle plan
-Error: migrating state [TEST_TMP_DIR]/.databricks/bundle/default/resources.json: the deployment state requires features this CLI does not support: future_feature; upgrade to the latest CLI version and see https://docs.databricks.com/aws/en/dev-tools/bundles/state-features#state-features for more information
+Error: the deployment state requires features this CLI does not support: future_feature; upgrade to the latest CLI version and see https://docs.databricks.com/aws/en/dev-tools/bundles/state-features#state-features for more information


intentionally changed to state version to 2. Because that is what DMS stamps.

…ainstState The checks sat in a validatePlan wrapper in cmd/bundle/utils that added nothing but a hop: everything they read is on the state. They go back to ValidatePlanAgainstState next to the state they read, and the caller calls it directly. Also drops a stale comment on templates/deployment-history: the DMS variant is not there to permit the field, the field is written by bundle init and DMS is what the test exercises. Co-authored-by: Isaac <no-reply@databricks.com>

…g thing The plan runs after the recreate, so it shows nothing to do - the title said it showed the recreate action. The recreate is asserted by the recorded requests above it and the resource listing below. Co-authored-by: Isaac <no-reply@databricks.com>

eng-dev-ecosystem-bot · 2026-09-09T19:09:48Z

Integration test report

Commit: 7bf1485

Run: 34355098711

	Env	❌FAIL	🤯MISS	🙈SKIP	✅pass	🙈skip	Time
❌	aws linux	25	314	1	1241	1023	355:26
❌	aws windows	34	312	1	1140	1046	343:45
❌	azure linux	9	298	1	1090	1071	355:01
❌	azure windows	10	236	1	1057	1094	346:39
🤯	gcp linux		285	1	1098	1075	355:24
❌	gcp windows	15	319	1	955	1098	347:58

844 interesting tests: 772 MISS, 71 FAIL, 1 SKIP

	Test Name	aws linux	aws windows	azure linux	azure windows	gcp linux	gcp windows
🤯	TestAccept	🤯M	🤯M	🤯M	🤯M	🤯M	🤯M
🤯	TestAccept/bundle/apps/job_permissions	🤯M	🤯M	🤯M	🤯M	🤯M	🤯M
🤯	TestAccept/bundle/apps/job_permissions/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	🤯M	🤯M	🤯M	🤯M	🤯M
🤯	TestAccept/bundle/apps/job_permissions/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	🤯M	🤯M	🤯M	🤯M	🤯M	🤯M
🤯	TestAccept/bundle/apps/job_permissions/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M	🤯M	🤯M	🤯M	🤯M	🤯M
🤯	TestAccept/bundle/artifacts/artifact_path_with_volume/volume_doesnot_exist	🤯M	🤯M	🤯M	🤯M	🤯M	🤯M
🤯	TestAccept/bundle/artifacts/artifact_path_with_volume/volume_doesnot_exist/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	🤯M	🤯M	🤯M	🤯M	🤯M
🤯	TestAccept/bundle/artifacts/artifact_path_with_volume/volume_doesnot_exist/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	🤯M	🤯M	🤯M	🤯M	🤯M	🤯M
🤯	TestAccept/bundle/artifacts/artifact_path_with_volume/volume_doesnot_exist/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M	🤯M	🤯M	🤯M	🤯M	🤯M
🤯	TestAccept/bundle/artifacts/artifact_path_with_volume/volume_not_deployed	🤯M	🤯M	🤯M	🤯M	🤯M	✅p
🤯	TestAccept/bundle/artifacts/artifact_path_with_volume/volume_not_deployed/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	🤯M	🤯M	🤯M	🤯M	✅p
🤯	TestAccept/bundle/artifacts/artifact_path_with_volume/volume_not_deployed/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	🤯M	🤯M	🤯M	🤯M	🤯M	✅p
🤯	TestAccept/bundle/artifacts/artifact_path_with_volume/volume_not_deployed/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M	🤯M	🤯M	🤯M	🤯M	✅p
🤯	TestAccept/bundle/config-remote-sync/cli_defaults	🤯M	🙈s	🤯M	🙈s	🤯M	🙈s
🤯	TestAccept/bundle/config-remote-sync/cli_defaults/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M		🤯M		🤯M
🤯	TestAccept/bundle/config-remote-sync/cli_defaults/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	🤯M		🤯M		🤯M
🤯	TestAccept/bundle/config-remote-sync/cli_defaults/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M		🤯M		🤯M
🤯	TestAccept/bundle/config-remote-sync/config_edits	🤯M	🙈s	🤯M	🙈s	🤯M	🙈s
🤯	TestAccept/bundle/config-remote-sync/config_edits/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M		🤯M		🤯M
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🤯	TestAccept/bundle/deployment/bind/job/generate-and-bind	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/job/generate-and-bind/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/job/generate-and-bind/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/job/job-abort-bind	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/job/job-abort-bind/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/job/job-abort-bind/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/job/job-spark-python-task	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/job/job-spark-python-task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/job/job-spark-python-task/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/model-serving-endpoint	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/model-serving-endpoint/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/model-serving-endpoint/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
❌	TestAccept/bundle/deployment/bind/pipelines/recreate	🤯M	✅p	🤯M	❌F	🤯M	❌F
❌	TestAccept/bundle/deployment/bind/pipelines/recreate/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	✅p	🤯M	❌F	🤯M	❌F
🤯	TestAccept/bundle/deployment/bind/pipelines/recreate/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/registered-model	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/registered-model/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/registered-model/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/schema	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/schema/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/schema/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/secret-scope	🤯M	✅p	🤯M	✅p	🤯M	✅p
🤯	TestAccept/bundle/deployment/bind/secret-scope/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	🤯M	✅p	🤯M	✅p	🤯M	✅p

Top 50 slowest tests (at least 2 minutes):

duration	env	testname
41:46	aws windows	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=
32:52	aws linux	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
23:43	aws windows	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
22:35	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
19:05	aws linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
18:49	gcp linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
17:49	aws windows	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
17:20	aws windows	TestAccept/bundle/resources/clusters/deploy/simple/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
16:33	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=
15:53	gcp windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
15:36	gcp linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
15:21	aws windows	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
15:17	aws linux	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
15:03	gcp windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
14:34	aws linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=
14:34	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
14:00	aws linux	TestAccept/bundle/resources/clusters/deploy/data_security_mode/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
13:29	aws windows	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
12:51	aws linux	TestAccept/bundle/resources/clusters/deploy/simple/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
12:46	azure windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
12:28	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1
12:15	aws windows	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
12:00	azure linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
11:39	gcp linux	TestAccept/bundle/resources/clusters/deploy/local_ssd_count/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
11:33	aws windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
11:22	aws linux	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
10:56	aws linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
10:42	azure windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
10:33	aws windows	TestAccept/bundle/resources/clusters/deploy/data_security_mode/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
10:06	aws windows	TestAccept/bundle/resources/clusters/deploy/data_security_mode/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
10:06	aws linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
9:52	gcp windows	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=app.yml.tmpl/READPLAN=1
9:49	aws windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
9:49	aws linux	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
9:40	gcp linux	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
9:35	aws windows	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
9:33	azure windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
9:19	gcp linux	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
9:19	gcp linux	TestAccept/bundle/resources/apps/lifecycle-started-omitted/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
9:08	azure linux	TestAccept/bundle/quiet-levels/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
9:07	gcp linux	TestAccept/bundle/resources/clusters/deploy/local_ssd_count/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
8:33	gcp windows	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=job_pydabs_1000_tasks.yml.tmpl/READPLAN=1
8:33	azure windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
8:30	aws windows	TestAccept/bundle/resources/experiments/basic/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=
8:26	azure linux	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
8:26	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=
8:17	aws windows	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=
8:12	azure linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=1
8:06	gcp linux	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=job_with_task.yml.tmpl/READPLAN=1
8:04	gcp windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true

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

shreyas-goenka mentioned this pull request Jul 29, 2026

bundle: record and read deployment state via DMS #6074

Closed

shreyas-goenka commented Jul 29, 2026

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shreyas-goenka marked this pull request as ready for review July 29, 2026 15:22

shreyas-goenka requested review from andrewnester, denik, janniklasrose and pietern July 29, 2026 16:01

pavloKozlov mentioned this pull request Aug 3, 2026

bundle/direct, libs/dms: fix DMS deploy/redeploy/destroy round-trip and record git info #6139

Closed

shreyas-goenka force-pushed the isaac/pr6052-fixes branch from f38cb18 to a49f16f Compare August 7, 2026 00:10

shreyas-goenka commented Aug 7, 2026

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Comment thread cmd/bundle/summary.go Outdated

shreyas-goenka commented Aug 7, 2026

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denik reviewed Aug 7, 2026

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shreyas-goenka commented Aug 10, 2026

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shreyas-goenka commented Aug 11, 2026

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ilyakuz-db mentioned this pull request Aug 11, 2026

bundle: add env var to set record_deployment_history in built-in templates #6220

Merged

shreyas-goenka mentioned this pull request Aug 11, 2026

acceptance: pin the stale-plan hole in deployment history recording #6221

Draft

shreyas-goenka commented Aug 11, 2026

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shreyas-goenka requested a review from denik August 11, 2026 12:46

shreyas-goenka commented Aug 19, 2026

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shreyas-goenka and others added 2 commits September 9, 2026 10:28

shreyas-goenka commented Sep 9, 2026

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shreyas-goenka and others added 2 commits September 9, 2026 10:39

acceptance/lineage-mismatch: drop the redundant Ignore

8f047e8

The script removes plan.json itself, so there is nothing left for the harness to flag. Co-authored-by: Isaac <no-reply@databricks.com>

denik reviewed Sep 9, 2026

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shreyas-goenka and others added 2 commits September 9, 2026 11:16

denik reviewed Sep 9, 2026

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shreyas-goenka and others added 2 commits September 9, 2026 11:36

denik reviewed Sep 9, 2026

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shreyas-goenka and others added 12 commits September 9, 2026 11:51

libs/dms: shorten the sameWorkspaceInfo doc comment

3aac3ab

Co-authored-by: Isaac <no-reply@databricks.com>

update comment

5d35498

better commentn

83f339e

remove wrapper struct for deployment ID and last version ID

33be751

cmd/bundle/utils: split the two deployment-lookup TODOs

12e10e7

Recovering a half-created deployment and collapsing the two round trips into one are independent asks; keep them as separate entries. Co-authored-by: Isaac <no-reply@databricks.com>

shreyas-goenka commented Sep 9, 2026

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shreyas-goenka and others added 2 commits September 9, 2026 14:17

denik approved these changes Sep 9, 2026

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		@@ -0,0 +1,4 @@

		=== An operation upload failure fails the deploy instead of reporting only at the end

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shreyas-goenka Aug 11, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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shreyas-goenka Sep 9, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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shreyas-goenka Sep 9, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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shreyas-goenka commented Jul 29, 2026 •

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