Add per-task-type deploy telemetry for bundle jobs by vinchenzo-db · Pull Request #6678 · databricks/cli

vinchenzo-db · 2026-09-14T17:31:33Z

Changes

With this change we hope to catch the following telemetry:

Record job task types (has_<task_type>) in bundle deploy telemetry
Add task-type deploy telemetry (all job task types + ai_runtime_task scheduling/multitask)

Why

Tests

eng-dev-ecosystem-bot · 2026-09-14T17:59:13Z

Integration test report

Commit: b7b7989

Run: 34995770823

	Env	💚RECOVERED	✅pass	🙈skip	Time
💚	aws linux	1	275	19	8:26
💚	aws windows	1	277	17	5:23
💚	azure linux	1	274	19	8:26
💚	azure windows	1	276	17	4:26
💚	gcp linux	1	275	19	7:52
💚	gcp windows	1	277	17	6:30

	Test Name	aws linux	aws windows	azure linux	azure windows	gcp linux	gcp windows
💚	TestAccept	💚R	💚R	💚R	💚R	💚R	💚R

Top 4 slowest tests (at least 2 minutes):

duration	env	testname
3:48	aws windows	TestAccept
3:33	azure windows	TestAccept
3:19	gcp windows	TestAccept
2:48	gcp windows	TestFilerWorkspaceFilesExtensionsReadDir

ben-hansen-db

Looks good from my perspective. Is there any proto we need to update? Where does the data end up?

ben-hansen-db · 2026-09-14T18:09:26Z

+	// Record AI Runtime (ai_runtime_task / BYOT) adoption. has_ai_runtime_task is
+	// emitted on every deploy; the rest describe the ai_runtime_task jobs and are
+	// emitted only when one is present.
+	airPresent, airScheduled, airMultitask := aiRuntimeTaskMetrics(b.Config.Resources.Jobs)


does this need a proto update somewhere?

ben-hansen-db · 2026-09-14T18:11:37Z

Oh I see this shows up already in
main.eng_lumberjack.prod_frontend_log_databricks_cli_log

that's great

Record which task types a deployed bundle uses: one has_<task_type> boolean per task type present (notebook_task, spark_python_task, ai_runtime_task, ...), determined generically by reflecting over the task's type fields so new task types are captured without changes here. for_each_task is unwrapped so the wrapped task's type is recorded too. Also emit two ai_runtime_task-specific dimensions when one is present: ai_runtime_task_scheduled and ai_runtime_task_multitask. All of these use the existing bool_values field on BundleDeployEvent, so no proto change is required. Regenerates the telemetry acceptance goldens, which now carry the has_<task_type> keys for the tasks in their fixtures. Co-authored-by: Isaac <no-reply@databricks.com>

Fixes the govet/modernize lint failure (Constant reflect.Ptr should be inlined). Co-authored-by: Isaac <no-reply@databricks.com>

pietern · 2026-09-15T11:06:54Z

+]
+
+# The Terraform provider dropped `code_source_path` from `ai_runtime_task` in
+# v1.122.0, so this feature is only exercisable via the direct engine.


Do you have more info about this? If it's in the API definition it should show up in TF.

Makes sense

pietern · 2026-09-15T11:07:29Z

@@ -0,0 +1,5 @@
+trace $CLI bundle deploy
+
+trace cat "$OUT_REQUESTS" | jq 'select(has("path") and .path == "/telemetry-ext") | .body.protoLogs[] | fromjson | .entry.databricks_cli_log.bundle_deploy_event.experimental | {bool_values}'


Please limit this to the values you care about.

I think only has_*_task and ai_runtime_*.

The output will otherwise churn on unrelated changes.

- Drop code_source_path and the artifact/sync machinery: it isn't needed to exercise the telemetry bools and was the only reason the test was pinned to the direct engine. The fixture now runs on both engines (terraform included), since code_source_path was the sole ai_runtime_task field missing from the Terraform provider. - Filter the recorded bool_values to the has_*_task / ai_runtime_* keys so the golden does not churn when unrelated telemetry values change. Co-authored-by: Isaac <no-reply@databricks.com>

## Changes With this change we hope to catch the following telemetry: - Record job task types (has_<task_type>) in bundle deploy telemetry - Add task-type deploy telemetry (all job task types + ai_runtime_task scheduling/multitask) ## Why  ## Tests   --------- Co-authored-by: Isaac <no-reply@databricks.com>

eng-dev-ecosystem-bot · 2026-09-15T23:40:17Z

Integration test report

Commit: ac1719d

Run: 35007347322

	Env	❌FAIL	🟨KNOWN	🙈SKIP	✅pass	🙈skip	Time
❌	aws linux	18	7	1	1603	1058	309:29
❌	aws windows	18	7	1	1504	1083	303:09
❌	azure linux	40	7	1	1394	1107	210:44
❌	azure windows	92	7	1	1243	1132	215:19
❌	gcp linux	80	7	1	1340	1111	234:00
❌	gcp windows	99	7	1	1222	1136	232:30

262 interesting tests: 254 FAIL, 7 KNOWN, 1 SKIP

	Test Name	aws linux	aws windows	azure linux	azure windows	gcp linux	gcp windows
🟨	TestAccept	🟨K	🟨K	🟨K	🟨K	🟨K	🟨K
❌	TestAccept/bundle/apps/job_permissions	✅p	✅p	❌F	❌F	❌F	✅p
❌	TestAccept/bundle/apps/job_permissions/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p	✅p	❌F	❌F	❌F	✅p
❌	TestAccept/bundle/config-remote-sync/cli_defaults	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/cli_defaults/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/cluster_policy_remote_addition	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/cluster_policy_remote_addition/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/config_edits	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/config_edits/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/dashboard_etag	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/dashboard_etag/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/flushed_cache	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/flushed_cache/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/formatting_preserved	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/formatting_preserved/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/job_fields	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/job_fields/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/job_multiple_tasks	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/job_multiple_tasks/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/job_params_variables	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/job_params_variables/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/job_pipeline_task	✅p	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/job_pipeline_task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/json_status_selectors	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/json_status_selectors/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/multiple_files	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/multiple_files/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/multiple_resources	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/multiple_resources/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/output_json	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/output_json/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/output_no_changes	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/output_no_changes/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/pipeline_fields	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/pipeline_fields/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/policy_injected_cluster_fields	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/policy_injected_cluster_fields/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/resolve_variables	✅p	🙈s	❌F	🙈s	✅p	🙈s
❌	TestAccept/bundle/config-remote-sync/resolve_variables/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		✅p
❌	TestAccept/bundle/config-remote-sync/select_basic	✅p	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/select_basic/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/select_multiple	✅p	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/select_multiple/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/skip_deployment	✅p	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/skip_deployment/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/skip_permissions	✅p	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/skip_permissions/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p		✅p		❌F
❌	TestAccept/bundle/deploy/mlops-stacks	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/deploy/mlops-stacks/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/deploy/spark-jar-task	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/deployment/bind/vector_search_endpoint	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/deployment/bind/vector_search_endpoint/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/delete_idempotent	✅p	❌F	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=1	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_index.yml.tmpl/READPLAN=	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_index.yml.tmpl/READPLAN=1	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/destroy_idempotent	✅p	❌F	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=1	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_index.yml.tmpl/READPLAN=	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_index.yml.tmpl/READPLAN=1	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/no_drift	❌F	❌F	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=1	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_index.yml.tmpl/READPLAN=	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=vector_search_index.yml.tmpl/READPLAN=1	✅p	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=app.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=app.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=catalog.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=catalog.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1	❌F	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=	❌F	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_policy.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_policy.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=dashboard.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=dashboard.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=experiment.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=experiment.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=genie_space.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=genie_space.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=instance_pool.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=instance_pool.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_for_each_task.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_for_each_task.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_job_cluster.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_job_cluster.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_task_cluster.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_task_cluster.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_cross_resource_ref.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_cross_resource_ref.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_escaped_refs.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_escaped_refs.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_permission_ref.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_permission_ref.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_pydabs_10_tasks.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_pydabs_10_tasks.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_run.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_run.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_table_update_trigger.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_table_update_trigger.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_with_depends_on.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_with_depends_on.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_with_task.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_with_task.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model_serving_endpoint.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model_serving_endpoint.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model_with_permissions.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model_with_permissions.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_allow_duplicate_names.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_allow_duplicate_names.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_apply_policy_default_values.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_apply_policy_default_values.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_config_dots.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_config_dots.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=registered_model.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=registered_model.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema_grant_ref.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema_grant_ref.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema_uppercase_name.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema_uppercase_name.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=secret.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=secret_scope.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=secret_scope.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=secret_scope_default_backend_type.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=secret_scope_default_backend_type.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=sql_warehouse.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=sql_warehouse.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=vector_search_index.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=vector_search_index.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume_path_job_ref.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume_path_job_ref.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume_uppercase_name.yml.tmpl/READPLAN=	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume_uppercase_name.yml.tmpl/READPLAN=1	✅p	✅p	✅p	❌F	✅p	✅p
❌	TestAccept/bundle/resources/cluster_policies/definition_multiline	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/resources/cluster_policies/definition_multiline/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/resources/clusters/deploy/data_security_mode	❌F	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/deploy/data_security_mode/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	❌F	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/deploy/data_security_mode/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/deploy/simple	❌F	✅p	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/deploy/simple/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	❌F	✅p	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/deploy/simple/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/deploy/update-after-create	❌F	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	❌F	✅p	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/lifecycle-started	❌F	✅p	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/lifecycle-started-toggle	❌F	✅p	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	❌F	✅p	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	❌F	✅p	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/resources/dashboards/destroy	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/resources/dashboards/destroy/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/resources/dashboards/detect-change	✅p	✅p	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/resources/dashboards/detect-change/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p	✅p	✅p	✅p	✅p	❌F

Top 50 slowest tests (at least 2 minutes):

duration	env	testname
32:22	aws linux	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=
25:56	aws windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
23:26	aws windows	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
22:31	aws windows	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=
18:48	aws windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
17:04	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=
16:11	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=
16:01	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
15:08	gcp windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
15:05	gcp windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
14:22	aws windows	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
14:02	gcp linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
13:45	aws windows	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
13:25	gcp linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
12:47	aws windows	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=
12:41	aws windows	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
12:33	aws linux	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
12:19	aws linux	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
11:06	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1
10:50	aws windows	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=
10:39	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=
9:53	aws windows	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
9:34	aws linux	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
9:31	aws windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
9:22	gcp windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
9:22	gcp windows	TestAccept/bundle/resources/clusters/deploy/local_ssd_count/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
9:06	gcp linux	TestAccept/bundle/resources/clusters/deploy/local_ssd_count/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
8:59	aws linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
8:51	aws windows	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=
8:44	gcp windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
8:42	aws windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
8:30	azure linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
8:28	aws linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
8:20	aws windows	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1
8:11	aws windows	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
8:11	aws windows	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
8:06	gcp linux	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
8:04	aws linux	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
8:04	gcp linux	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
8:01	gcp windows	TestAccept/bundle/resources/clusters/deploy/local_ssd_count/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
7:45	aws windows	TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=
7:22	azure windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
7:17	azure linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
7:15	azure windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
7:14	aws linux	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
7:04	aws linux	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
7:04	gcp linux	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=
6:53	azure linux	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
6:51	gcp linux	TestAccept/bundle/config-remote-sync/multiple_resources/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
6:50	aws windows	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1

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

vinchenzo-db requested review from ben-hansen-db and pietern September 14, 2026 17:49

ben-hansen-db approved these changes Sep 14, 2026

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vinchenzo-db force-pushed the air-runtime-task-deploy-telemetry branch from 588db76 to a22f0cc Compare September 14, 2026 18:57

Use reflect.Pointer instead of deprecated reflect.Ptr

9626229

Fixes the govet/modernize lint failure (Constant reflect.Ptr should be inlined). Co-authored-by: Isaac <no-reply@databricks.com>

pietern reviewed Sep 15, 2026

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vinchenzo-db requested a review from pietern September 15, 2026 17:40

pietern approved these changes Sep 15, 2026

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vinchenzo-db changed the title ~~Capture ai_runtime_task (BYOT) adoption in bundle deploy telemetry~~ Add per-task-type deploy telemetry for bundle jobs Sep 15, 2026

vinchenzo-db added this pull request to the merge queue Sep 15, 2026

Merged via the queue into main with commit ac1719d Sep 15, 2026
36 checks passed

vinchenzo-db deleted the air-runtime-task-deploy-telemetry branch September 15, 2026 18:24

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Add per-task-type deploy telemetry for bundle jobs - #6678

Add per-task-type deploy telemetry for bundle jobs#6678
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		@@ -0,0 +1,5 @@
		trace $CLI bundle deploy

		trace cat "$OUT_REQUESTS" \| jq 'select(has("path") and .path == "/telemetry-ext") \| .body.protoLogs[] \| fromjson \| .entry.databricks_cli_log.bundle_deploy_event.experimental \| {bool_values}'

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