Expand reused nested types per-path in direct resources generator by janniklasrose · Pull Request #6618 · databricks/cli

janniklasrose · 2026-09-10T19:42:12Z

What

Allow get_field_behaviors to exhaustively extract from specs.

This discovers OUTPUT_ONLY / INPUT_ONLY field behaviours.

Why

Follow-up to the discussion on #6525
(#6525 (comment)): the
model_services resource can't rely on the generator to suppress its
output-only config fields, because the destination-config type reused under
config.routing.fallback.destinations[*] is deduped away. That is a general
generator bug, not model_services-specific — it already drops correct
suppressions on the three resources above. Fixing it here lets a later
apitypes.yml pin (model_services: catalog.ModelService, riding with #6525)
generate the full set instead of hand-classifying it.

Explanation

(There's also inline comments on resources.generated.yml)

get_field_behaviors in bundle/direct/tools/generate_resources.py threaded a
single global visited set through the whole schema walk, deduping by type name
across the entire tree. A type reached at two sibling paths was therefore
expanded only at the first one, and its nested OUTPUT_ONLY / INPUT_ONLY
annotations were dropped at every later path — surfacing later as phantom drift
on those server-populated fields.

This scopes visited to the current root→node path (each branch gets its own
copy via visited | {ref}) so a self-referential type still terminates the
recursion, but a type reused at sibling paths is expanded at each occurrence.
max_depth stays as the runaway guard.

Tests

go test ./bundle/direct/dresources/ passes, including
TestResourcesYMLNoRedundantRules (the recovered entries don't collide with
hand-written resources.yml rules).
Regeneration is idempotent; the script is ruff-clean and formatted with the
pinned ruff@0.15.17.
No acceptance test references the recovered fields, so there is no
golden-output churn.
Simulated Add direct-mode bundle support for AI Gateway model_service #6525 and the model_services annotations are picked up

This pull request and its description were written by Isaac.

get_field_behaviors threaded a single global `visited` set through the whole schema walk, so a type reached at two sibling paths was expanded only at the first. A reused element type — e.g. the destination config under both config.routing.destinations[*] and config.routing.fallback.destinations[*] — lost its nested OUTPUT_ONLY / INPUT_ONLY annotations at the second path, which then surfaced as phantom drift on those server-populated fields. Scope `visited` to the current root->node path (pass `visited | {ref}` per branch) so a self-referential type still terminates the recursion, but a type reused at sibling paths is expanded at each occurrence. Regenerating resources.generated.yml recovers the dropped suppressions on apps, database_instances, and external_locations. Co-authored-by: Isaac <no-reply@databricks.com>

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

eng-dev-ecosystem-bot · 2026-09-10T20:07:30Z

Integration test report

Commit: 2f07b5e

Run: 34613352469

	Env	🔄flaky	💚RECOVERED	✅pass	🙈skip	Time
💚	aws linux		1	275	15	10:34
🔄	aws windows	3	1	274	13	8:10
💚	azure linux		1	274	15	7:06
💚	azure windows		1	276	13	7:04
💚	gcp linux		1	275	15	10:27
💚	gcp windows		1	277	13	6:55

	Test Name	aws linux	aws windows	azure linux	azure windows	gcp linux	gcp windows
💚	TestAccept	💚R	💚R	💚R	💚R	💚R	💚R
🔄	TestSyncNestedSpacePlusAndHashAreEscapedSync	✅p	🔄f	✅p	✅p	✅p	✅p
🔄	TestFilerRecursiveDelete	✅p	🔄f	✅p	✅p	✅p	✅p
🔄	TestFilerRecursiveDelete/files	✅p	🔄f	✅p	✅p	✅p	✅p

Top 3 slowest tests (at least 2 minutes):

duration	env	testname
3:26	gcp windows	TestAccept
3:24	aws windows	TestAccept
3:21	azure windows	TestAccept

janniklasrose

Self-review notes: for each newly-generated suppression, the spec type of the field and where that type was already visited (so the diff is easier to follow). These are all fields whose OUTPUT_ONLY/INPUT_ONLY the global per-type visited set was dropping at a second path; scoping it per-path restores them.

janniklasrose · 2026-09-11T08:28:11Z

  apps:

    ignore_remote_changes:
+      - field: git_repository.caller_credential_id


Type: apps.GitRepository.caller_credential_id — INPUT_ONLY (a write-only PAT credential id the server never returns).

New because the fix stopped the global visited set from swallowing it. apps.GitRepository is reached and marked visited earlier, under the OUTPUT_ONLY parents active_deployment (→ AppDeployment.git_source → GitSource.git_repository) and default_git_source. Those parents collapse to a single entry (filter_prefixes), so that first occurrence is invisible in this file — which is why there's no sibling line to compare against. Per-path visited now lets the top-level git_repository branch expand on its own; on this path there's no parent to propagate, so it keeps its intrinsic INPUT_ONLY.

janniklasrose · 2026-09-11T08:28:11Z

        reason: spec:input_only
      - field: node_count
        reason: spec:input_only
+      - field: parent_instance_ref.lsn


Type: database.DatabaseInstanceRef.lsn — INPUT_ONLY. parent_instance_ref is the same type as each child_instance_refs[] element (already emitted above).

Previously dropped because child_instance_refs[*] visited DatabaseInstanceRef first. Behavior is path-dependent: under child_instance_refs (OUTPUT_ONLY parent) lsn shows as output_only; here under parent_instance_ref (IMMUTABLE, no propagation) it keeps its intrinsic input_only. Both correct — that path-dependence is exactly what per-path expansion restores.

janniklasrose · 2026-09-11T08:28:11Z

        reason: spec:output_only
      - field: effective_custom_tags
        reason: spec:output_only
+      - field: effective_custom_tags[*].key


Type: database.CustomTag.key / .value — these have no intrinsic behavior; they inherit from the parent field. Both custom_tags[] and effective_custom_tags[] are database.CustomTag.

custom_tags[*] (INPUT_ONLY) visited CustomTag first, so these were dropped. They are the OUTPUT_ONLY mirror of the already-present custom_tags[*].key / .value (input_only) — same type, opposite behavior, because the parent differs.

janniklasrose · 2026-09-11T08:28:11Z

        reason: spec:output_only
      - field: effective_usage_policy_id
        reason: spec:output_only
+      - field: parent_instance_ref.effective_lsn


Type: database.DatabaseInstanceRef.effective_lsn / .uid — both intrinsically OUTPUT_ONLY. Same DatabaseInstanceRef as child_instance_refs[].

Dropped before because child_instance_refs[*] visited the type first; recovered per-path. Compare the already-present child_instance_refs[*].effective_lsn / .uid above.

janniklasrose · 2026-09-11T08:28:11Z

        reason: spec:output_only
      - field: effective_file_event_queue
        reason: spec:output_only
+      - field: file_event_queue.managed_aqs.managed_resource_id


Types: file_event_queue and effective_file_event_queue are both catalog.FileEventQueue; inside it managed_aqs/provided_aqs → catalog.AzureQueueStorage, managed_pubsub/provided_pubsub → catalog.GcpPubsub, managed_sqs/provided_sqs → catalog.AwsSqsQueue. Each queue type's managed_resource_id is OUTPUT_ONLY (server-computed).

Two layers of reuse hid all six before: (1) effective_file_event_queue (OUTPUT_ONLY, earlier field) visited FileEventQueue first and collapses to a single entry, so these were never visible; (2) within one FileEventQueue, the managed_/provided_ pairs share the same cloud type, so even a single expansion dropped the second of each pair. Per-path visited expands file_event_queue and each of the six sub-configs independently.

…the generator change #6618 expands reused nested types per-path in the direct resources generator, which changes the field paths the catalog enumerates for these two types. Both are local_only, so this is their local truth -- verdict counts shift (database_instances' COLLATERAL_DRIFT findings actually decrease, external_locations stays finding-free), no new problems, deterministic. Regenerated to match the new structure. Co-authored-by: Isaac

eng-dev-ecosystem-bot · 2026-09-12T00:00:43Z

Integration test report

Commit: 95206fb

Run: 34640022738

	Env	❌FAIL	🟨KNOWN	🙈SKIP	✅pass	🙈skip	Time
❌	aws linux	361	7	1	1232	1042	210:43
❌	aws windows	170	7	1	1327	1066	245:29
❌	azure linux	28	3	3	1382	1089	172:14
❌	azure windows	46	3	3	1268	1113	173:03
❌	gcp linux	254	3	3	1142	1093	187:33
❌	gcp windows	237	3	3	1063	1117	189:46

461 interesting tests: 453 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	❌F	❌F	❌F	❌F	❌F	❌F
❌	TestAccept/bundle/apps/job_permissions/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	❌F	❌F	❌F	❌F	❌F
❌	TestAccept/bundle/config-remote-sync/cli_defaults	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/cli_defaults/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/config_edits	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/config_edits/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/dashboard_etag	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/dashboard_etag/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/flushed_cache	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/flushed_cache/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/formatting_preserved	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/formatting_preserved/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/job_fields	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/job_fields/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/job_multiple_tasks	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/job_multiple_tasks/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/job_params_variables	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/job_params_variables/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/job_pipeline_task	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/job_pipeline_task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/json_status_selectors	❌F	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/json_status_selectors/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/multiple_files	❌F	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/multiple_files/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/multiple_resources	❌F	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/multiple_resources/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/output_json	❌F	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/output_json/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/output_no_changes	❌F	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/output_no_changes/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/pipeline_fields	❌F	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/pipeline_fields/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/policy_injected_cluster_fields	❌F	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/policy_injected_cluster_fields/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/resolve_variables	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/resolve_variables/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/select_basic	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/select_basic/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/select_multiple	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/select_multiple/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/skip_deployment	❌F	🙈s	❌F	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/skip_deployment/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		❌F		❌F
❌	TestAccept/bundle/config-remote-sync/skip_permissions	❌F	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/skip_permissions/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/target_override	❌F	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/target_override/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		✅p		❌F
❌	TestAccept/bundle/config-remote-sync/task_rename_revert	❌F	🙈s	✅p	🙈s	❌F	🙈s
❌	TestAccept/bundle/config-remote-sync/task_rename_revert/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F		✅p		❌F
❌	TestAccept/bundle/deploy/empty-bundle	❌F	❌F	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/deploy/empty-bundle/DATABRICKS_BUNDLE_ENABLE_EXPERIMENTAL_YAML_SYNC=/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	❌F	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/deploy/empty-bundle/DATABRICKS_BUNDLE_ENABLE_EXPERIMENTAL_YAML_SYNC=true/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	❌F	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/deploy/files/no-snapshot-sync	❌F	❌F	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/deploy/files/no-snapshot-sync/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	❌F	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/deploy/mlops-stacks	❌F	❌F	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/deploy/mlops-stacks/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	❌F	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/deploy/spark-jar-task	❌F	❌F	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	❌F	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/destroy/jobs-and-pipeline	❌F	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/destroy/jobs-and-pipeline/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	✅p	❌F	❌F
❌	TestAccept/bundle/destroy/root-path-name-target	❌F	✅p	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/destroy/root-path-name-target/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/destroy/root-path-not-scoped	❌F	✅p	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/destroy/root-path-not-scoped/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	❌F
❌	TestAccept/bundle/destroy/sibling-target	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/destroy/sibling-target/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/declined-deploy	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/declined-deploy/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/depends-on	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/depends-on/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/deployment-metadata-change	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/deployment-metadata-change/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/existing-state	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/existing-state/DATABRICKS_BUNDLE_ENGINE=direct/DMS=	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/multiple-resources	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/multiple-resources/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/no-drift	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/no-drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/no-resources	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/no-resources/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/provenance	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/provenance/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/record-failure	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/record-failure/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/stale-plan	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/stale-plan/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/READPLAN=	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/stale-plan/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/READPLAN=1	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/successful-recreate	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/dms/successful-recreate/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/generate/pipeline_and_deploy	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/generate/pipeline_and_deploy/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	❌F	✅p	✅p	❌F	❌F	✅p
❌	TestAccept/bundle/generate/python_job_and_deploy	✅p	✅p	✅p	✅p	❌F	✅p
❌	TestAccept/bundle/generate/python_job_and_deploy/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true	✅p	✅p	✅p	✅p	❌F	✅p
❌	TestAccept/bundle/invariant/no_drift	❌F	❌F	✅p	✅p	✅p	❌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=cluster_apply_policy_default_values.yml.tmpl/READPLAN=	✅p	❌F	✅p	✅p	✅p	✅p
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=app.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=app.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=catalog.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=catalog.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_policy.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=cluster_policy.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=dashboard.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=dashboard.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=experiment.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=experiment.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=genie_space.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=genie_space.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=instance_pool.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=instance_pool.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_for_each_task.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	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	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_job_cluster.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_job_cluster.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_task_cluster.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_apply_policy_default_values_task_cluster.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_cross_resource_ref.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_cross_resource_ref.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_escaped_refs.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_escaped_refs.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_permission_ref.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_permission_ref.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_pydabs_10_tasks.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_pydabs_10_tasks.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_run.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_run.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_table_update_trigger.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_table_update_trigger.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_with_depends_on.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_with_depends_on.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_with_task.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=job_with_task.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model_serving_endpoint.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model_serving_endpoint.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model_with_permissions.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=model_with_permissions.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_allow_duplicate_names.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_allow_duplicate_names.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_apply_policy_default_values.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_apply_policy_default_values.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_config_dots.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=pipeline_config_dots.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=registered_model.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=registered_model.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema_grant_ref.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema_grant_ref.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema_uppercase_name.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=schema_uppercase_name.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=secret.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=secret_scope.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=secret_scope.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=secret_scope_default_backend_type.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=secret_scope_default_backend_type.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=sql_warehouse.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=sql_warehouse.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=vector_search_endpoint.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=vector_search_index.yml.tmpl/READPLAN=	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=vector_search_index.yml.tmpl/READPLAN=1	❌F	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume.yml.tmpl/READPLAN=	✅p	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume.yml.tmpl/READPLAN=1	✅p	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume_path_job_ref.yml.tmpl/READPLAN=	✅p	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume_path_job_ref.yml.tmpl/READPLAN=1	✅p	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume_uppercase_name.yml.tmpl/READPLAN=	✅p	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true/INPUT_CONFIG=volume_uppercase_name.yml.tmpl/READPLAN=1	✅p	❌F	✅p	✅p	✅p	❌F
❌	TestAccept/bundle/local_state_staleness	✅p	❌F	✅p	✅p	✅p	✅p

Top 50 slowest tests (at least 2 minutes):

duration	env	testname
25:14	aws windows	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1
23:18	aws windows	TestAccept/bundle/invariant/no_drift/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
19:49	aws linux	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
16:26	gcp linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
16:00	aws linux	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
14:17	gcp windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
14:17	gcp linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
14:15	aws linux	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
14:00	aws windows	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
13:59	gcp windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
12:56	aws windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
11:02	aws linux	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
10:59	aws windows	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
10:38	aws linux	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
9:22	aws windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
9:04	aws linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
8:53	aws linux	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
8:42	gcp windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
8:38	aws linux	TestAccept/bundle/deploy/spark-jar-task/DATABRICKS_BUNDLE_ENGINE=terraform/DMS=
8:35	azure linux	TestAccept/bundle/invariant/delete_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=
8:22	aws windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
8:16	aws linux	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=1
8:10	gcp windows	TestAccept/bundle/resources/clusters/deploy/local_ssd_count/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
8:01	aws linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
7:51	aws windows	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=
7:42	gcp windows	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
7:41	aws windows	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1
7:34	aws windows	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=
7:30	aws linux	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
7:27	aws windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
7:25	aws linux	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=
7:25	azure linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
7:24	gcp windows	TestAccept/bundle/resources/clusters/deploy/local_ssd_count/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
7:24	aws windows	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
7:18	aws linux	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster.yml.tmpl/READPLAN=1
7:15	aws windows	TestAccept/bundle/resources/clusters/resize-terminated-fallback/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
7:10	aws linux	TestAccept/bundle/resources/clusters/deploy/simple/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
7:10	azure windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
7:07	azure windows	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
7:07	gcp linux	TestAccept/bundle/resources/apps/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
7:06	gcp windows	TestAccept/bundle/resources/clusters/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
7:06	aws linux	TestAccept/bundle/invariant/destroy_idempotent/DATABRICKS_BUNDLE_ENGINE=direct/DMS=/INPUT_CONFIG=cluster_apply_policy_default_values.yml.tmpl/READPLAN=
6:59	azure linux	TestAccept/bundle/resources/apps/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true
6:53	gcp linux	TestAccept/bundle/resources/clusters/deploy/local_ssd_count/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
6:47	azure linux	TestAccept/bundle/config-remote-sync/multiple_resources/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
6:42	gcp linux	TestAccept/bundle/resources/clusters/lifecycle-started/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
6:42	gcp windows	TestAccept/bundle/resources/apps/lifecycle-started-toggle/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
6:34	aws linux	TestAccept/bundle/config-remote-sync/multiple_resources/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
6:27	gcp linux	TestAccept/bundle/resources/apps/lifecycle-started-omitted/DATABRICKS_BUNDLE_ENGINE=direct/DMS=
6:26	gcp windows	TestAccept/bundle/resources/apps/lifecycle-started-omitted/DATABRICKS_BUNDLE_ENGINE=direct/DMS=true

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

Follow-up to the mcp_service support, mirroring #6654 for model_services now that #6618 enabled it. Added catalog.McpService to apitypes.yml so the generator reads field behaviors from the response type (config.* paths), removed the hand-written config.source_connection.is_deleted override from resources.yml, and regenerated resources.generated.yml. The suppression is unchanged, just auto-derived from the OpenAPI schema instead of hand-listed. Co-authored-by: Isaac <no-reply@databricks.com>

Follow-up mirroring #6654 (model_services) and the mcp_services cleanup, now that #6618 enabled generating field behaviors from the response type. Added catalog.ModelProviderService to apitypes.yml, removed the hand-written recreate_on_changes (config.provider_type) and ignore_remote_changes (inference_table + write-only provider credentials) from resources.yml, and regenerated resources.generated.yml. The generator now derives all of these from the OpenAPI schema (and additionally picks up config.anthropic.relayed. plan_type as immutable); no suppression is lost. Co-authored-by: Isaac <no-reply@databricks.com>

Follow-up to the mcp_service support, mirroring #6654 for model_services now that #6618 enabled it. Added catalog.McpService to apitypes.yml so the generator reads field behaviors from the response type (config.* paths), removed the hand-written config.source_connection.is_deleted override from resources.yml, and regenerated resources.generated.yml. The suppression is unchanged, just auto-derived from the OpenAPI schema instead of hand-listed. Co-authored-by: Isaac <no-reply@databricks.com>

Follow-up mirroring #6654 (model_services) and the mcp_services cleanup, now that #6618 enabled generating field behaviors from the response type. Added catalog.ModelProviderService to apitypes.yml, removed the hand-written recreate_on_changes (config.provider_type) and ignore_remote_changes (inference_table + write-only provider credentials) from resources.yml, and regenerated resources.generated.yml. The generator now derives all of these from the OpenAPI schema (and additionally picks up config.anthropic.relayed. plan_type as immutable); no suppression is lost. Co-authored-by: Isaac <no-reply@databricks.com>

Follow-up to the mcp_service support, mirroring #6654 for model_services now that #6618 enabled it. Added catalog.McpService to apitypes.yml so the generator reads field behaviors from the response type (config.* paths), removed the hand-written config.source_connection.is_deleted override from resources.yml, and regenerated resources.generated.yml. The suppression is unchanged, just auto-derived from the OpenAPI schema instead of hand-listed. Co-authored-by: Isaac <no-reply@databricks.com>

Follow-up mirroring #6654 (model_services) and the mcp_services cleanup, now that #6618 enabled generating field behaviors from the response type. Added catalog.ModelProviderService to apitypes.yml, removed the hand-written recreate_on_changes (config.provider_type) and ignore_remote_changes (inference_table + write-only provider credentials) from resources.yml, and regenerated resources.generated.yml. The generator now derives all of these from the OpenAPI schema (and additionally picks up config.anthropic.relayed. plan_type as immutable); no suppression is lost. Co-authored-by: Isaac <no-reply@databricks.com>

…the generator change #6618 expands reused nested types per-path in the direct resources generator, which changes the field paths the catalog enumerates for these two types. Both are local_only, so this is their local truth -- verdict counts shift (database_instances' COLLATERAL_DRIFT findings actually decrease, external_locations stays finding-free), no new problems, deterministic. Regenerated to match the new structure. Co-authored-by: Isaac

…cks#6654) Follow-up to databricks#6525 after databricks#6618 enabled this. Added `catalog.ModelService` to apitypes.yml, removed the override from resources.yml, and generated the rest

) ## What Allow `get_field_behaviors` to exhaustively extract from specs. This discovers `OUTPUT_ONLY` / `INPUT_ONLY` field behaviours. ## Why Follow-up to the discussion on #6525 (#6525 (comment)): the `model_services` resource can't rely on the generator to suppress its output-only config fields, because the destination-config type reused under `config.routing.fallback.destinations[*]` is deduped away. That is a general generator bug, not model_services-specific — it already drops correct suppressions on the three resources above. Fixing it here lets a later `apitypes.yml` pin (`model_services: catalog.ModelService`, riding with #6525) generate the full set instead of hand-classifying it. ## Explanation (There's also inline comments on `resources.generated.yml`) `get_field_behaviors` in `bundle/direct/tools/generate_resources.py` threaded a single global `visited` set through the whole schema walk, deduping by type name across the entire tree. A type reached at two sibling paths was therefore expanded only at the first one, and its nested `OUTPUT_ONLY` / `INPUT_ONLY` annotations were dropped at every later path — surfacing later as phantom drift on those server-populated fields. This scopes `visited` to the current root→node path (each branch gets its own copy via `visited | {ref}`) so a self-referential type still terminates the recursion, but a type reused at sibling paths is expanded at each occurrence. `max_depth` stays as the runaway guard. ## Tests - `go test ./bundle/direct/dresources/` passes, including `TestResourcesYMLNoRedundantRules` (the recovered entries don't collide with hand-written `resources.yml` rules). - Regeneration is idempotent; the script is ruff-clean and formatted with the pinned `ruff@0.15.17`. - No acceptance test references the recovered fields, so there is no golden-output churn. - Simulated #6525 and the `model_services` annotations are picked up This pull request and its description were written by Isaac. --------- Co-authored-by: Isaac <no-reply@databricks.com>

Follow-up to #6525 after #6618 enabled this. Added `catalog.ModelService` to apitypes.yml, removed the override from resources.yml, and generated the rest

## Release v1.17.0 ### Notable Changes * Bump the direct deployment state version to 3. Clients older than v1.8.0 will reject bundles deployed with this release. ([#6713](#6713)) ### CLI * Add an `INVALID_REFRESH_TOKEN` error code to `databricks auth token --output json` failures. ([#6684](#6684)) * Add experimental `databricks auth docker configure` to configure Docker credential helper access for Databricks Artifact Registry. ([#6700](#6700)) * Add experimental `databricks auth docker token` to generate Docker credentials for Databricks Artifact Registry. ([#6699](#6699)) * `databricks environments setup-local` now reports the `E_PROVISION_CONFLICT` error code instead of the generic `E_PROVISION` when `uv sync` fails to resolve a dependency conflict. ([#6666](#6666)) * Preserve SSH sessions across temporary tunnel disconnects, with bounded replay and backpressure for large transfers. ([#6650](#6650)) * Allow OAuth U2M logins to override the CLI client ID with `--client-id`, profile `client_id`, or `DATABRICKS_CLIENT_ID`. ([#6594](#6594)) ### Bundles * direct: Store a dashboard's `serialized_dashboard` in state as a content hash instead of its full contents. ([#6105](#6105)) * direct: Fix pipelines recreation when the whole `ingestion_definition` block is added or removed. ([#6589](#6589)) * `bundle plan`, `deploy`, and `destroy` no longer report removing `permissions`, `grants`, or secret scope ACLs from a bundle as a deletion, since it leaves the resource untouched. ([#6647](#6647)) * `bundle plan` and `deploy` no longer list or count a resource that was already deleted remotely as a deletion, matching `bundle destroy`; applying still cleans up its stale state entry. ([#6675](#6675)) * Fix `bundle run` failing with `expected an int, found a string` when an unrelated resource references another resource that is not deployed. `bundle run` now resolves `${resources.*}` references only within the resource being run. ([#6690](#6690)) * Add grants support for the AI Gateway `model_service`, `mcp_service`, and `model_provider_service` resources (direct engine). ([#6635](#6635)) * Add bundle support for the AI Gateway `mcp_service` resource (direct engine). ([#6633](#6633)) * Add bundle support for the AI Gateway `model_provider_service` resource (direct engine). ([#6634](#6634)) * Add bundle support for the AI Gateway `model_service` resource (direct engine). ([#6525](#6525)) * Prevent resource drift on catalogs if `storage_root` contained a trailing slash in the URL. ([#6622](#6622)) * Fixed a "lineage mismatch in state files" error that could occur after destroying a bundle and redeploying it from another machine. `bundle destroy` now removes the local state file so no stale lineage is left behind, and prunes the state directories it leaves empty (such as `.internal/` and `sync-snapshots/`). ([#6210](#6210), [#6685](#6685)) * direct: `bundle plan` no longer reports a permanent update on a cluster that uses a cluster policy: when the cluster spec sets `policy_id`, a field present in the remote but absent from the bundle config is not treated as drift. ([#6531](#6531)) * `bundle deploy` on the direct engine now reports each resource as soon as it is deployed, instead of listing them all after the deployment finishes. A deploy that fails part way through now reports the resources it did apply. ([#6361](#6361)) * Direct-engine bundles no longer flag phantom drift on server-populated nested fields under reused config types (e.g. `external_locations` file-event-queue resource IDs, `database_instances` parent-instance refs, `apps` git credential ID). ([#6618](#6618)) * `databricks bundle generate app` now reproduces a git-backed app's `git_repository` and `git_source` configuration instead of emitting a workspace `source_code_path`, so generating from a Git-deployed app no longer silently converts it to workspace source. ([#6656](#6656)) * Improved configuration load time for bundles with many included files. ([#6195](#6195)) * `bundle destroy` no longer deletes triggered job runs, leaving them untouched on the backend. ([#6672](#6672)) * direct: resources.job\_runs: new lifecycle.triggers.on\_file\_change setting to restart the run when monitored files change. Can be set to a series of paths or globs. ([#6309](#6309)) * Bundle summary now shows a name for Postgres branches, endpoints, databases, and roles instead of a blank Name field. ([#6663](#6663)) * Added PyDABs (Python) support for cluster policies, dashboards, and Genie spaces. ([#6585](#6585)) * CLI commands no longer imply that a resource whose type has no workspace URL is merely not deployed yet. ([#6583](#6583)) * Capture the implicit dependency a vector search index has on a catalog or schema defined in the same bundle, so the catalog and schema are deployed first. ([#6655](#6655)) ### Dependency Updates * Bump dependencies with known vulnerabilities. ([#6695](#6695)) * Bump `github.com/databricks/databricks-sdk-go` from v0.177.0 to v0.178.0. ([#6673](#6673)) * Bump Terraform provider from v1.131.0 to v1.132.0. ([#6671](#6671))

janniklasrose and others added 2 commits September 10, 2026 19:38

Add changelog fragment

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

janniklasrose commented Sep 11, 2026

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janniklasrose requested a review from denik September 11, 2026 08:32

janniklasrose marked this pull request as ready for review September 11, 2026 08:32

janniklasrose requested a review from pietern September 11, 2026 10:02

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Add direct-mode bundle support for AI Gateway model_service #6525

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Merge branch 'main' into janniklasrose/generator-nested-field-behaviors

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Merged via the queue into main with commit 95206fb Sep 11, 2026
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janniklasrose deleted the janniklasrose/generator-nested-field-behaviors branch September 11, 2026 19:39

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Auto-generate output_only field behaviour for model_services #6654

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Expand reused nested types per-path in direct resources generator - #6618

Expand reused nested types per-path in direct resources generator#6618
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