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@keugenek keugenek commented Nov 28, 2025

Summary

This PR improves the Databricks MCP server user experience by adding distinctive branded headers to all tool outputs, making it immediately clear when users are working with the MCP server versus plain Claude/Cursor.

image

Changes

1. Branded Output Headers

Added clear, user-friendly headers to all MCP tool outputs:

  • Scaffold: 🚀 Databricks MCP: App scaffolded successfully
  • Validate: 🔍 Databricks MCP: Validating your app
  • Deploy: 🚢 Databricks MCP: Deploying to production

2. README Improvements

  • Added "Visual Feedback" section explaining the branded headers
  • Added prominent troubleshooting section for missing MCP headers
  • Clarified setup flow and removed redundant credentials step (handled by install command)
  • Added example output showing what users will see
  • Expanded troubleshooting with 7 concrete steps

3. User-Friendly Messages

Changed from technical tool names to friendly descriptions that users can understand

Example Output

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🚀 Databricks MCP: App scaffolded successfully
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

✅ Created appkit application at /path/to/app
Files copied: 42

Testing

  • ✅ Build succeeds
  • ✅ All unit tests pass
  • ✅ Output formatting verified

Impact

Users will now immediately see when they're using the Databricks MCP server through distinctive branded headers. This helps with:

  • Identifying when MCP is not connected (missing headers = not using MCP)
  • Understanding what operations are being performed
  • Providing better transparency in the workflow

keugenek and others added 3 commits November 27, 2025 16:26
- Clarify that install command handles credentials automatically
- Add explicit MCP client restart step
- Add connection verification step with clear instructions
- Expand troubleshooting section with 7 concrete steps:
  - Check MCP server status
  - Verify credentials
  - Check configuration file
  - Restart MCP client
  - Check Databricks CLI installation
  - Test authentication
  - Ask Claude for help

These improvements provide users with a clearer setup flow and
actionable troubleshooting steps instead of the previous brief message.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
This change makes it immediately clear to users when they're using
the Databricks MCP server versus plain Claude/Cursor by adding
distinctive branded headers to all MCP tool outputs.

Changes:
- Add branded headers to all MCP tool outputs (scaffold, validate, deploy)
- Use user-friendly messages like "App scaffolded successfully" instead
  of technical tool names
- Add visual feedback section to README explaining the branded headers
- Add troubleshooting section for when MCP headers are not visible
- Include example output showing the branded headers in action

Output format example:
```
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🚀 Databricks MCP: App scaffolded successfully
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

✅ Created appkit application at /path/to/app
```

This ensures users always know when Databricks MCP is working and helps
them quickly identify when the MCP server is not connected.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
@keugenek keugenek requested review from a team, lennartkats-db and pietern as code owners November 28, 2025 16:40
Integrates latest changes from main including MCP provider refactoring from deployment/io providers to clitools. Combined README improvements from both branches to maintain branded output messaging while incorporating CLI-focused workflow documentation.
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eng-dev-ecosystem-bot commented Nov 28, 2025

Commit: 739ed4e

Run: 19822156969

Env 🟨​KNOWN 🔄​flaky 💚​RECOVERED 🙈​SKIP ✅​pass 🙈​skip Time
🟨​ aws linux 7 3 2 368 630 27:38
🟨​ aws windows 7 2 2 371 628 22:36
🔄​ aws-ucws linux 3 6 2 512 515 42:56
💚​ aws-ucws windows 7 2 516 513 44:28
🔄​ azure linux 2 1 4 369 629 27:20
💚​ azure windows 1 4 373 627 24:07
💚​ azure-ucws linux 1 4 510 514 48:44
💚​ azure-ucws windows 1 4 512 512 46:40
🔄​ gcp linux 3 1 4 361 633 30:32
🔄​ gcp windows 5 1 4 361 631 30:11
24 failing tests:
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 🔄​f 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R
🔄​ TestAccept/bundle/resources/grants/schemas/change_privilege 🙈​s 🙈​s 🔄​f ✅​p 🙈​s 🙈​s ✅​p ✅​p 🙈​s 🙈​s
🔄​ TestAccept/bundle/resources/grants/schemas/change_privilege/DATABRICKS_BUNDLE_ENGINE=terraform 🔄​f ✅​p ✅​p ✅​p
🙈​ TestAccept/bundle/resources/permissions 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions 🟨​K 🟨​K 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=direct 🟨​K 🟨​K 💚​R 💚​R
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=terraform 🟨​K 🟨​K 💚​R 💚​R
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions 🟨​K 🟨​K 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=direct 🟨​K 🟨​K 💚​R 💚​R
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=terraform 🟨​K 🟨​K 💚​R 💚​R
🙈​ TestAccept/bundle/run/app-with-job 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🔄​ TestAccept/bundle/templates/default-python/combinations/classic ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=direct/DLT=no/NBOOK=yes/PY=no ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=direct/UV_PYTHON=3.10 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=direct/UV_PYTHON=3.11 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p
🔄​ TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=direct/UV_PYTHON=3.12 ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f
🔄​ TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=direct/UV_PYTHON=3.13 ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p
🔄​ TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=direct/UV_PYTHON=3.9 ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f
🔄​ TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=terraform/UV_PYTHON=3.11 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=terraform/UV_PYTHON=3.12 ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f
🔄​ TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=terraform/UV_PYTHON=3.9 ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p
🔄​ TestAccept/selftest/record_cloud/pipeline-crud ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f
🔄​ TestAccept/selftest/record_cloud/pipeline-crud/DATABRICKS_BUNDLE_ENGINE=direct ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/selftest/record_cloud/pipeline-crud/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p 🔄​f
Top 50 slowest tests (at least 2 minutes):
duration env testname
6:43 azure-ucws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
6:06 gcp windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
6:03 gcp linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:59 aws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:23 aws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
4:57 azure-ucws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
4:51 aws-ucws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
4:14 azure-ucws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
3:50 azure-ucws linux TestAccept/bundle/resources/synced_database_tables/basic
3:35 azure linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
3:23 azure-ucws windows TestAccept/bundle/resources/synced_database_tables/basic
3:22 azure-ucws linux TestAccept/bundle/resources/registered_models/basic/DATABRICKS_BUNDLE_ENGINE=terraform
3:20 azure windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
3:20 aws-ucws windows TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=direct/DLT=no/NBOOK=no/PY=no
3:14 aws-ucws linux TestAccept/bundle/resources/registered_models/basic/DATABRICKS_BUNDLE_ENGINE=terraform
3:13 azure windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
3:10 aws-ucws windows TestAccept/bundle/resources/registered_models/basic/DATABRICKS_BUNDLE_ENGINE=terraform
2:58 azure-ucws linux TestAccept/bundle/deployment/bind/job/job-spark-python-task
2:58 azure linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
2:57 azure-ucws windows TestAccept/bundle/templates/default-python/combinations/serverless/DATABRICKS_BUNDLE_ENGINE=direct/DLT=no/NBOOK=yes/PY=yes
2:55 azure-ucws linux TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=direct/UV_PYTHON=3.9
2:52 azure-ucws linux TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=direct/UV_PYTHON=3.12
2:49 aws-ucws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
2:46 aws-ucws windows TestAccept/bundle/resources/synced_database_tables/basic
2:44 azure-ucws windows TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=terraform/UV_PYTHON=3.11
2:44 azure-ucws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
2:43 azure-ucws linux TestAccept/bundle/templates/default-python/combinations/serverless/DATABRICKS_BUNDLE_ENGINE=terraform/DLT=no/NBOOK=yes/PY=yes
2:39 azure-ucws linux TestAccept/bundle/templates/default-python/combinations/serverless/DATABRICKS_BUNDLE_ENGINE=direct/DLT=no/NBOOK=yes/PY=yes
2:36 aws-ucws linux TestAccept/bundle/resources/experiments/basic/DATABRICKS_BUNDLE_ENGINE=terraform
2:35 aws-ucws windows TestAccept/bundle/templates/default-python/combinations/serverless/DATABRICKS_BUNDLE_ENGINE=terraform/DLT=no/NBOOK=yes/PY=yes
2:35 aws-ucws windows TestAccept/bundle/resources/registered_models/basic/DATABRICKS_BUNDLE_ENGINE=direct
2:31 aws-ucws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
2:31 azure-ucws windows TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=direct/DLT=yes/NBOOK=yes/PY=no
2:30 azure linux TestAccept/bundle/resources/experiments/basic/DATABRICKS_BUNDLE_ENGINE=terraform
2:30 azure-ucws linux TestAccept/bundle/templates/default-python/combinations/serverless/DATABRICKS_BUNDLE_ENGINE=terraform/DLT=no/NBOOK=no/PY=yes
2:29 azure-ucws linux TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=direct/DLT=yes/NBOOK=no/PY=no
2:28 aws-ucws windows TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=terraform/DLT=no/NBOOK=no/PY=yes
2:27 azure-ucws linux TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=terraform/UV_PYTHON=3.11
2:27 aws-ucws windows TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=terraform/UV_PYTHON=3.10
2:25 azure-ucws linux TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=direct/DLT=yes/NBOOK=no/PY=yes
2:24 aws-ucws windows TestGenerateFromExistingPipelineAndDeploy
2:23 azure-ucws windows TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=terraform/DLT=no/NBOOK=no/PY=yes
2:23 azure-ucws linux TestAccept/bundle/deploy/files/no-snapshot-sync/DATABRICKS_BUNDLE_ENGINE=terraform
2:22 aws-ucws linux TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=terraform/DLT=yes/NBOOK=no/PY=yes
2:21 aws-ucws windows TestAccept/bundle/templates/default-python/integration_classic/DATABRICKS_BUNDLE_ENGINE=direct/UV_PYTHON=3.13
2:21 aws-ucws linux TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=terraform/DLT=no/NBOOK=yes/PY=yes
2:20 azure-ucws windows TestAccept/bundle/deployment/bind/registered-model
2:19 azure-ucws windows TestAccept/bundle/local_state_staleness/DATABRICKS_BUNDLE_ENGINE=terraform
2:19 azure-ucws windows TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=terraform/DLT=no/NBOOK=yes/PY=no
2:18 aws-ucws windows TestAccept/bundle/templates/default-python/combinations/classic/DATABRICKS_BUNDLE_ENGINE=terraform/DLT=no/NBOOK=yes/PY=yes

Explicitly ignore filepath.Walk error return value when counting files
for success message. The file count is for display purposes only and
walk errors don't affect template initialization success.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
@keugenek keugenek enabled auto-merge December 1, 2025 12:18
@keugenek keugenek added this pull request to the merge queue Dec 1, 2025
Merged via the queue into main with commit eb890d2 Dec 1, 2025
13 checks passed
@keugenek keugenek deleted the dev/ekniazev/mcp-readme branch December 1, 2025 13:12
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Commit: eb890d2

Run: 19823864011

Env 🟨​KNOWN 🔄​flaky 💚​RECOVERED 🙈​SKIP ✅​pass 🙈​skip Time
🟨​ aws linux 7 3 1 404 617 41:58
🟨​ aws windows 7 3 1 406 615 44:36
🔄​ aws-ucws linux 3 7 1 565 496 84:09
🔄​ aws-ucws windows 4 8 1 565 494 76:43
🔄​ azure linux 5 3 3 400 616 79:39
🔄​ azure windows 2 4 3 404 614 56:30
💚​ azure-ucws linux 4 3 561 495 76:06
💚​ azure-ucws windows 4 3 563 493 70:14
💚​ gcp linux 4 3 388 623 49:11
💚​ gcp windows 4 3 390 621 46:14
18 failing tests:
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 🔄​f 💚​R 🔄​f 💚​R 💚​R 💚​R 💚​R 💚​R
🔄​ TestAccept/bundle/resources/clusters/run/spark_python_task ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/bundle/resources/clusters/run/spark_python_task/DATABRICKS_BUNDLE_ENGINE=direct ✅​p ✅​p ✅​p ✅​p 🔄​f 🔄​f ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/bundle/resources/clusters/run/spark_python_task/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/bundle/resources/dashboards/change-name ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/bundle/resources/dashboards/change-name/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p
🙈​ TestAccept/bundle/resources/permissions 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions 🟨​K 🟨​K 🔄​f 🔄​f 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=direct 🟨​K 🟨​K 💚​R 🔄​f
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=terraform 🟨​K 🟨​K 🔄​f 💚​R
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions 🟨​K 🟨​K 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=direct 🟨​K 🟨​K 💚​R 💚​R
🟨​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/without_permissions/DATABRICKS_BUNDLE_ENGINE=terraform 🟨​K 🟨​K 💚​R 💚​R
🔄​ TestAccept/bundle/resources/pipelines/update ✅​p ✅​p ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/bundle/resources/pipelines/update/DATABRICKS_BUNDLE_ENGINE=direct ✅​p ✅​p ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p
💚​ TestAccept/bundle/run/app-with-job 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/bundle/run/app-with-job/DATABRICKS_BUNDLE_ENGINE=direct 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R
💚​ TestAccept/bundle/run/app-with-job/DATABRICKS_BUNDLE_ENGINE=terraform 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R
Top 50 slowest tests (at least 2 minutes):
duration env testname
17:06 azure linux TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=direct
14:53 azure windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
14:32 gcp linux TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
13:27 gcp linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
13:22 aws-ucws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
13:05 azure-ucws linux TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=terraform
12:48 azure windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
12:39 azure linux TestAccept/bundle/resources/clusters/run/spark_python_task/DATABRICKS_BUNDLE_ENGINE=terraform
12:10 azure linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
10:57 azure windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=direct
10:47 gcp windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
10:43 azure-ucws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
10:19 azure-ucws linux TestAccept/bundle/resources/permissions/factcheck/DATABRICKS_BUNDLE_ENGINE=terraform
10:15 azure-ucws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=USER_ISOLATION
9:59 azure linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
9:46 azure-ucws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
9:44 azure-ucws linux TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
9:33 azure-ucws windows TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=direct
9:15 azure windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=USER_ISOLATION
8:53 gcp linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
8:38 azure-ucws windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
8:35 azure-ucws windows TestAccept/bundle/resources/permissions/factcheck/DATABRICKS_BUNDLE_ENGINE=terraform
8:33 azure windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
8:23 azure linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
8:22 gcp windows TestAccept/bundle/run/app-with-job/DATABRICKS_BUNDLE_ENGINE=direct
8:19 aws-ucws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
8:18 gcp windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=USER_ISOLATION
8:16 azure linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
8:14 aws-ucws windows TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=terraform
8:11 gcp linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=SINGLE_USER
8:09 gcp windows TestAccept/bundle/run/app-with-job/DATABRICKS_BUNDLE_ENGINE=terraform
8:07 azure-ucws linux TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=terraform
8:01 azure-ucws windows TestAccept/bundle/resources/synced_database_tables/basic
7:56 azure-ucws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
7:49 aws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
7:46 aws-ucws linux TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=terraform
7:45 gcp linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
7:44 aws-ucws windows TestSparkJarTaskDeployAndRunOnWorkspace/Databricks_Runtime_15.4_LTS
7:43 azure windows TestAccept/bundle/resources/permissions/factcheck/DATABRICKS_BUNDLE_ENGINE=terraform
7:42 azure-ucws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=SINGLE_USER
7:41 aws-ucws linux TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=direct
7:39 gcp linux TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=direct
7:39 azure-ucws windows TestAccept/bundle/resources/database_catalogs/basic/DATABRICKS_BUNDLE_ENGINE=direct
7:36 gcp windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=USER_ISOLATION
7:35 azure-ucws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
7:35 azure windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
7:32 azure-ucws linux TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=direct
7:30 aws-ucws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=SINGLE_USER
7:30 azure-ucws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
7:28 gcp windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct

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