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SSH: refactor Jupyter init script to use better Spark session initialization flow#4645

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ilia-db merged 4 commits intomainfrom
ssh-tunnel-spark-sessions
Mar 5, 2026
Merged

SSH: refactor Jupyter init script to use better Spark session initialization flow#4645
ilia-db merged 4 commits intomainfrom
ssh-tunnel-spark-sessions

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@ilia-db ilia-db commented Mar 3, 2026 •
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Changes

  • Always use UserNamespaceInitializer do initialize global jupyter variables (sql, table, display, etc), even in serverless context.
  • Always use Databricks Connect to initialize spark, even on dedicated clusters (where we point it to the cluster itself).

Why

We've had different path for serverless spark before, where we didn't use UserNamespaceInitializer, which was not ideal, since the global jupyter scope for serverless and dedicated was different because of that.

The reason to use Databricks Connect on dedicated cluster is to expose the same spark connect API in all environments, avoiding compatibility issues. Local spark has access to some internal jvm APIs, which are not available in spark connect mode, but the rest is the same.

Tests

Manually and existing e2e tests

@ilia-db ilia-db temporarily deployed to test-trigger-is March 3, 2026 15:52 — with GitHub Actions Inactive
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eng-dev-ecosystem-bot commented Mar 3, 2026 •
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Commit: 1a6d44a

Run: 22723494258

Env 🪲​BUG ❌​FAIL 🟨​KNOWN 🔄​flaky 💚​RECOVERED 🙈​SKIP ✅​pass 🙈​skip Time
💚​ aws linux 8 7 268 779 8:45
💚​ aws windows 8 7 270 777 5:59
🔄​ aws-ucws linux 2 7 7 364 694 11:38
🔄​ aws-ucws windows 2 7 7 366 692 7:51
🪲​ azure linux 1 8 1 1 9 262 777 146:15
🪲​ azure windows 1 8 1 1 9 264 775 145:02
🪲​ azure-ucws linux 1 8 1 2 9 360 690 149:36
🪲​ azure-ucws windows 1 8 1 1 1 9 362 688 147:06
🪲​ gcp linux 1 8 1 1 9 258 780 145:14
🪲​ gcp windows 1 8 1 1 9 260 778 145:12
25 interesting tests: 8 FAIL, 7 SKIP, 6 RECOVERED, 2 flaky, 1 KNOWN, 1 BUG
Test Name aws linux aws windows aws-ucws linux aws-ucws windows azure linux azure windows azure-ucws linux azure-ucws windows gcp linux gcp windows
🟨​ TestAccept 💚​R 💚​R 💚​R 💚​R 🟨​K 🟨​K 🟨​K 🟨​K 🟨​K 🟨​K
🪲​ TestAccept/bundle/deployment/bind/alert 🙈​s 🙈​s 🙈​s 🙈​s 🪲​B 🪲​B 🪲​B 🪲​B 🪲​B 🪲​B
❌​ TestAccept/bundle/deployment/bind/alert/DATABRICKS_BUNDLE_ENGINE=direct ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/deployment/bind/alert/DATABRICKS_BUNDLE_ENGINE=terraform ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/generate/alert ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/generate/alert/DATABRICKS_BUNDLE_ENGINE=direct ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/generate/alert/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/resources/alerts/with_file ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/resources/alerts/with_file/DATABRICKS_BUNDLE_ENGINE=direct ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/resources/alerts/with_file/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
🙈​ TestAccept/bundle/resources/permissions 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions 💚​R 💚​R 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=direct 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=terraform 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions 💚​R 💚​R 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=direct 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=terraform 💚​R 💚​R 💚​R 💚​R
🙈​ TestAccept/bundle/resources/postgres_branches/basic 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🙈​ TestAccept/bundle/resources/postgres_branches/recreate 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🙈​ TestAccept/bundle/resources/postgres_branches/update_protected 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🙈​ TestAccept/bundle/resources/postgres_branches/without_branch_id 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🙈​ TestAccept/bundle/resources/postgres_endpoints/recreate 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🙈​ TestAccept/bundle/resources/synced_database_tables/basic 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🔄​ TestAccept/ssh/connect-serverless-gpu 🙈​s 🙈​s 🔄​f 🔄​f 🙈​s 🙈​s 🔄​f 🔄​f 🙈​s 🙈​s
🔄​ TestAccept/ssh/connection 💚​R 💚​R 🔄​f 🔄​f 💚​R 💚​R 🔄​f 💚​R 💚​R 💚​R
Top 21 slowest tests (at least 2 minutes):
duration env testname
5:35 azure-ucws windows TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
5:34 aws-ucws linux TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
4:50 aws-ucws linux TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
4:45 azure windows TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
4:29 azure-ucws windows TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
4:20 aws linux TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
4:08 aws-ucws windows TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
3:50 azure-ucws linux TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
3:50 azure-ucws linux TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
3:46 azure linux TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
3:42 aws-ucws windows TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
3:39 gcp linux TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
3:20 gcp windows TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
3:19 gcp linux TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
3:14 gcp windows TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
3:11 aws windows TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
3:05 aws windows TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=direct
2:58 aws linux TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
2:26 aws linux TestAccept
2:20 azure windows TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform
2:14 azure linux TestAccept/bundle/resources/apps/inline_config/DATABRICKS_BUNDLE_ENGINE=terraform

@ilia-db ilia-db temporarily deployed to test-trigger-is March 3, 2026 16:09 — with GitHub Actions Inactive
@ilia-db ilia-db temporarily deployed to test-trigger-is March 5, 2026 14:38 — with GitHub Actions Inactive
@ilia-db ilia-db temporarily deployed to test-trigger-is March 5, 2026 14:50 — with GitHub Actions Inactive
@ilia-db ilia-db force-pushed the ssh-tunnel-spark-sessions branch from cdb52e9 to 1a6d44a Compare March 5, 2026 14:51
@ilia-db ilia-db temporarily deployed to test-trigger-is March 5, 2026 14:51 — with GitHub Actions Inactive
@ilia-db ilia-db marked this pull request as ready for review March 5, 2026 14:52
@ilia-db ilia-db merged commit 6357294 into main Mar 5, 2026
14 of 15 checks passed
@ilia-db ilia-db deleted the ssh-tunnel-spark-sessions branch March 5, 2026 18:26
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eng-dev-ecosystem-bot commented Mar 5, 2026

Commit: 6357294

Run: 22730760743

Env 🪲​BUG ❌​FAIL 🟨​KNOWN 🔄​flaky 💚​RECOVERED 🙈​SKIP ✅​pass 🙈​skip Time
❌​ aws linux 1 1 7 7 493 733 55:11
❌​ aws windows 1 1 7 7 465 741 54:26
🔄​ aws-ucws linux 3 24 1 759 581 96:22
🔄​ aws-ucws windows 3 23 1 723 592 82:09
🪲​ azure linux 1 12 1 1 9 484 731 238:12
🪲​ azure windows 1 12 1 1 9 456 739 233:44
🪲​ azure-ucws linux 1 11 1 4 8 728 586 261:35
🪲​ azure-ucws windows 1 11 1 4 8 691 597 260:20
🪲​ gcp linux 1 12 1 1 9 467 739 236:43
🪲​ gcp windows 1 22 1 1 9 429 747 76:40
52 interesting tests: 23 RECOVERED, 22 FAIL, 4 flaky, 1 KNOWN, 1 BUG, 1 SKIP
Test Name aws linux aws windows aws-ucws linux aws-ucws windows azure linux azure windows azure-ucws linux azure-ucws windows gcp linux gcp windows
🟨​ TestAccept 🟨​K 🟨​K 💚​R 🔄​f 🟨​K 🟨​K 🟨​K 🟨​K 🟨​K 🟨​K
❌​ TestAccept/bundle/apps/job_permissions ❌​F ❌​F 🔄​f ✅​p ❌​F ❌​F ✅​p ✅​p ❌​F ❌​F
🪲​ TestAccept/bundle/deployment/bind/alert 🙈​s 🙈​s 🙈​s 🙈​s 🪲​B 🪲​B 🪲​B 🪲​B 🪲​B 🪲​B
❌​ TestAccept/bundle/deployment/bind/alert/DATABRICKS_BUNDLE_ENGINE=direct ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/deployment/bind/alert/DATABRICKS_BUNDLE_ENGINE=terraform ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/deployment/bind/dashboard ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ❌​F
❌​ TestAccept/bundle/deployment/bind/dashboard/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ❌​F
❌​ TestAccept/bundle/deployment/bind/job/job-abort-bind ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ❌​F
❌​ TestAccept/bundle/deployment/bind/job/job-abort-bind/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ❌​F
❌​ TestAccept/bundle/deployment/bind/model-serving-endpoint ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ❌​F
❌​ TestAccept/bundle/deployment/bind/model-serving-endpoint/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ❌​F
❌​ TestAccept/bundle/destroy/jobs-and-pipeline ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ❌​F
❌​ TestAccept/bundle/destroy/jobs-and-pipeline/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ❌​F
❌​ TestAccept/bundle/generate/alert ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/generate/alert/DATABRICKS_BUNDLE_ENGINE=direct ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/generate/alert/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/resources/alerts/basic ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/resources/alerts/basic/DATABRICKS_BUNDLE_ENGINE=direct ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/resources/alerts/basic/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/resources/alerts/with_file ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/resources/alerts/with_file/DATABRICKS_BUNDLE_ENGINE=direct ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/resources/alerts/with_file/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ❌​F ❌​F ❌​F ❌​F ❌​F ❌​F
❌​ TestAccept/bundle/resources/dashboards/destroy ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ❌​F
❌​ TestAccept/bundle/resources/dashboards/destroy/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ❌​F
🙈​ TestAccept/bundle/resources/permissions 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions 💚​R 💚​R 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=direct 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=terraform 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions 💚​R 💚​R 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=direct 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=terraform 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/bundle/resources/postgres_branches/basic 🙈​S 🙈​S 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/postgres_branches/basic/DATABRICKS_BUNDLE_ENGINE=direct 💚​R 💚​R
💚​ TestAccept/bundle/resources/postgres_branches/basic/DATABRICKS_BUNDLE_ENGINE=terraform 💚​R 💚​R
💚​ TestAccept/bundle/resources/postgres_branches/recreate 🙈​S 🙈​S 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/postgres_branches/recreate/DATABRICKS_BUNDLE_ENGINE=direct 💚​R 💚​R
💚​ TestAccept/bundle/resources/postgres_branches/recreate/DATABRICKS_BUNDLE_ENGINE=terraform 💚​R 💚​R
💚​ TestAccept/bundle/resources/postgres_branches/update_protected 🙈​S 🙈​S 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/postgres_branches/update_protected/DATABRICKS_BUNDLE_ENGINE=direct 💚​R 💚​R
💚​ TestAccept/bundle/resources/postgres_branches/update_protected/DATABRICKS_BUNDLE_ENGINE=terraform 💚​R 💚​R
💚​ TestAccept/bundle/resources/postgres_branches/without_branch_id 🙈​S 🙈​S 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/postgres_branches/without_branch_id/DATABRICKS_BUNDLE_ENGINE=direct 💚​R 💚​R
💚​ TestAccept/bundle/resources/postgres_branches/without_branch_id/DATABRICKS_BUNDLE_ENGINE=terraform 💚​R 💚​R
🔄​ TestAccept/bundle/resources/postgres_endpoints/basic 🙈​s 🙈​s ✅​p 🔄​f 🙈​s 🙈​s 🙈​s 🙈​s 🙈​s 🙈​s
🔄​ TestAccept/bundle/resources/postgres_endpoints/basic/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p 🔄​f
💚​ TestAccept/bundle/resources/postgres_endpoints/recreate 🙈​S 🙈​S 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🔄​ TestAccept/bundle/resources/postgres_projects/basic 🙈​s 🙈​s 🔄​f ✅​p 🙈​s 🙈​s 🙈​s 🙈​s 🙈​s 🙈​s
🔄​ TestAccept/bundle/resources/postgres_projects/basic/DATABRICKS_BUNDLE_ENGINE=direct 🔄​f ✅​p
💚​ TestAccept/bundle/resources/synced_database_tables/basic 🙈​S 🙈​S 💚​R 💚​R 🙈​S 🙈​S 💚​R 💚​R 🙈​S 🙈​S
💚​ TestAccept/bundle/resources/synced_database_tables/basic/DATABRICKS_BUNDLE_ENGINE=direct 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/bundle/resources/synced_database_tables/basic/DATABRICKS_BUNDLE_ENGINE=terraform 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/ssh/connection 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R
Top 50 slowest tests (at least 2 minutes):
duration env testname
15:17 gcp windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
11:28 gcp windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
11:00 aws windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
10:54 aws-ucws windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
10:44 aws-ucws linux TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
10:32 aws-ucws linux TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=terraform
10:30 gcp linux TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
10:20 gcp linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
10:08 gcp windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
9:46 gcp windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
9:35 aws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
9:26 gcp linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
9:25 gcp windows TestAccept/bundle/run/app-with-job/DATABRICKS_BUNDLE_ENGINE=direct
9:25 azure windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
9:23 gcp linux TestAccept/bundle/run/app-with-job/DATABRICKS_BUNDLE_ENGINE=terraform
9:22 azure linux TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
9:08 azure-ucws windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
9:02 gcp windows TestSparkJarTaskDeployAndRunOnWorkspace/Databricks_Runtime_15.4_LTS
9:02 azure-ucws windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
8:55 aws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
8:54 aws-ucws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
8:47 gcp windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=USER_ISOLATION
8:44 gcp linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=USER_ISOLATION
8:44 gcp windows TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=terraform
8:42 aws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
8:41 gcp linux TestSparkJarTaskDeployAndRunOnWorkspace/Databricks_Runtime_14.3_LTS
8:40 gcp linux TestSparkJarTaskDeployAndRunOnWorkspace/Databricks_Runtime_15.4_LTS
8:39 gcp linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=USER_ISOLATION
8:38 aws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
8:33 gcp windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=USER_ISOLATION
8:33 gcp linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
8:32 gcp windows TestSparkJarTaskDeployAndRunOnWorkspace/Databricks_Runtime_14.3_LTS
8:27 aws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=USER_ISOLATION
8:26 azure-ucws linux TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
8:26 aws-ucws windows TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=direct
8:26 aws windows TestAccept/bundle/integration_whl/custom_params/DATABRICKS_BUNDLE_ENGINE=terraform
8:22 azure-ucws linux TestSparkJarTaskDeployAndRunOnVolumes/Databricks_Runtime_13.3_LTS
8:21 gcp linux TestAccept/bundle/run/app-with-job/DATABRICKS_BUNDLE_ENGINE=direct
8:19 aws-ucws windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=USER_ISOLATION
8:13 azure-ucws linux TestSparkJarTaskDeployAndRunOnVolumes/Databricks_Runtime_14.3_LTS
8:13 azure-ucws windows TestSparkJarTaskDeployAndRunOnVolumes/Databricks_Runtime_15.4_LTS
8:12 aws-ucws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=USER_ISOLATION
8:12 aws-ucws windows TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=terraform
8:12 azure-ucws windows TestSparkJarTaskDeployAndRunOnVolumes/Databricks_Runtime_13.3_LTS
8:09 gcp windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=direct
8:09 gcp windows TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=direct
8:08 aws-ucws linux TestAccept/bundle/resources/database_instances/single-instance/DATABRICKS_BUNDLE_ENGINE=direct
8:05 aws windows TestSparkJarTaskDeployAndRunOnWorkspace/Databricks_Runtime_15.4_LTS
8:04 aws-ucws linux TestAccept/bundle/run/app-with-job/DATABRICKS_BUNDLE_ENGINE=terraform
7:58 aws linux TestSparkJarTaskDeployAndRunOnWorkspace/Databricks_Runtime_15.4_LTS

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@anton-107 anton-107 anton-107 approved these changes

@andrewnester andrewnester Awaiting requested review from andrewnester

@denik denik Awaiting requested review from denik

@pietern pietern Awaiting requested review from pietern

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