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@ericfeunekes ericfeunekes commented Nov 11, 2025

Changes

  • Add the databricks apps logs NAME command, including tail/follow/search/source/output-file flags wired via cmdgroup, file mirroring with 0600 perms, and validation against apps that lack a public URL. (cmd/workspace/apps)
  • Introduce the reusable libs/logstream helper with token refresh hooks, buffering, search/source filtering, structured error handling, context-driven deadlines, and a comprehensive unit suite so other commands can stream logs without bespoke WebSocket loops.

Why

This is a quality of life addition that allows the CLI to tail app logs without a need to navigate to the Apps UI.

Tests

  • go test ./libs/logstream
  • go test ./cmd/workspace/apps
  • go test ./cmd/auth

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Thank you @ericfeunekes for your contribution! The new app logs command is super helpful. I tested the changes and it works well 👍

Before merge, please take a look at my comments. I can help you implementing the changes if you'd like to - feel free to ping me anytime. Thanks!

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ericfeunekes commented Nov 13, 2025

@pkosiec I think I've addressed each of your issues and tried to keep them on separate commits to make it easier to review

@pkosiec pkosiec self-assigned this Nov 14, 2025
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Thanks a lot for implementing the comments, including the logs color formatting!

Image

We're almost there - I put some minor comments. There's one small issue with -f and -tail-lines flags, but other than that I don't see any major blockers 👍

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Hi @ericfeunekes, thanks for the PR!

The token changes (cmd/auth/token_* and libs/auth/token_*) are not necessary. You can use the TokenSource function on the SDK configuration directly to get a fresh OAuth token. I confirmed that the following patch works: https://gist.github.com/pietern/41d02acc2907416244789c7408fb232f

Please move logstream to libs/apps to make it clearer that it is specific to apps.

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pietern commented Nov 17, 2025

Btw, when I stop an app during tail, the logs command doesn't stop or error.

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pietern commented Nov 17, 2025

@ericfeunekes I forgot an important detail in the previous message.

Contributing to CLI requires a signed CLA, if that's something you're willing to do, please reach out with a request to sign CLA to [email protected] and we will take it from there.

Thanks!

@ericfeunekes ericfeunekes requested a review from a team as a code owner November 18, 2025 15:05
@andrewnester andrewnester removed the request for review from a team December 2, 2025 16:10
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pietern commented Dec 3, 2025

@ericfeunekes Can you update the PR summary to match the current state of the PR?

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eng-dev-ecosystem-bot commented Dec 3, 2025

Commit: 438f019

Run: 19924759106

Env 🔄​flaky 💚​RECOVERED 🙈​SKIP ✅​pass 🙈​skip Time
🔄​ aws linux 3 4 2 374 637 17:13
💚​ aws windows 7 2 376 635 17:59
💚​ aws-ucws linux 7 2 517 522 26:14
🔄​ aws-ucws windows 3 4 2 519 520 23:42
💚​ azure linux 1 4 375 635 18:23
💚​ azure windows 1 4 377 633 18:46
💚​ azure-ucws linux 1 4 514 520 30:55
💚​ azure-ucws windows 1 4 516 518 28:07
💚​ gcp linux 1 4 368 639 17:24
💚​ gcp windows 1 4 370 637 19:38
9 interesting tests: 5 flaky, 2 SKIP, 2 RECOVERED
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 🔄​f 💚​R 💚​R 🔄​f 💚​R 💚​R 💚​R 💚​R 💚​R 💚​R
🙈​ TestAccept/bundle/resources/permissions 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🔄​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions 🔄​f 💚​R 💚​R 💚​R 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🔄​ TestAccept/bundle/resources/permissions/jobs/destroy_without_mgmtperms/with_permissions/DATABRICKS_BUNDLE_ENGINE=direct 🔄​f 💚​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 🔄​f 🙈​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 🔄​f
🙈​ TestAccept/bundle/run/app-with-job 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
Top 20 slowest tests (at least 2 minutes):
duration env testname
6:47 azure-ucws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
6:10 azure-ucws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
6:08 aws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:47 aws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:46 aws-ucws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:43 gcp windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:43 gcp linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:35 gcp linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:30 aws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:30 aws-ucws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:23 aws-ucws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:15 aws-ucws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
5:15 azure-ucws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
5:02 gcp windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
4:05 azure-ucws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform
2:38 azure-ucws linux TestAccept/bundle/resources/synced_database_tables/basic
2:32 azure linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
2:21 aws-ucws linux TestAccept/bundle/resources/synced_database_tables/basic
2:19 azure-ucws windows TestAccept/bundle/resources/synced_database_tables/basic
2:11 aws linux TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=terraform

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pietern commented Dec 3, 2025

@ericfeunekes Thanks for signing the CLA. This PR can proceed.

Can you update the PR summary to match the current state of the PR?

@pkosiec pkosiec changed the title Improve apps logs streaming helpers Introduce app logs command Dec 4, 2025
Eric Feunekes and others added 20 commits December 4, 2025 10:49
This reverts commit 402e72743d9a9bd6dbdc7c24f1f20d62cededf11.
Replace custom token acquisition logic with SDK's built-in TokenSource
function as suggested by @pietern. This simplifies the implementation
by delegating token lifecycle management to the SDK configuration.

Changes:
- Use cfg.GetTokenSource() instead of auth.AcquireToken()
- Remove custom token_loader abstraction (libs/auth/token_loader.go)
- Revert cmd/auth/token.go to original implementation
- Remove tokenAcquireTimeout constant (handled by SDK)

This addresses review feedback from @pietern on Nov 17, 2025.
Reference: https://gist.github.com/pietern/41d02acc2907416244789c7408fb232f

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

Co-Authored-By: Claude <[email protected]>
Relocate logstream from libs/logstream to libs/apps/logstream to make
it clearer that this package is specific to Databricks Apps functionality.

Changes:
- Move libs/logstream/streamer.go to libs/apps/logstream/streamer.go
- Move libs/logstream/streamer_test.go to libs/apps/logstream/streamer_test.go
- Update import in cmd/workspace/apps/logs.go

This addresses review feedback from @pietern on Nov 17, 2025.

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

Co-Authored-By: Claude <[email protected]>
Group individual const declarations into a single const block for better
code organization and readability.

Changes:
- Convert six individual const declarations to const block
- Apply alignment formatting

This addresses review feedback from @pkosiec on Nov 14, 2025.

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

Co-Authored-By: Claude <[email protected]>
When using --tail-lines with -f (follow), the buffer was flushing too
early, showing all historical logs instead of just the last N lines.

The tail buffer maintains a rolling window of the last N lines, but it
was flushing as soon as it reached N lines when following, rather than
waiting for the prefetch window to collect all historical logs first.

Fix: Always respect the flush deadline (prefetch window) regardless of
follow mode. This allows historical logs to stream in and the rolling
buffer to maintain only the truly last N lines before flushing.

Example with --tail-lines 10 -f:
- Before: Shows lines 1-10, then 11-1000+ (all logs)
- After: Shows lines 991-1000, then new logs (correct)

This addresses review feedback from @pkosiec on Nov 14, 2025.

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

Co-Authored-By: Claude <[email protected]>
Replace magic number (30 seconds) with defaultHandshakeTimeout constant
for better code maintainability.

Changes:
- Add defaultHandshakeTimeout = 30 * time.Second to const block
- Use constant in newLogStreamDialer instead of inline value

This addresses review feedback from @pkosiec on Nov 12/14, 2025.

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

Co-Authored-By: Claude <[email protected]>
When following app logs (--follow) and the app stops or is deleted,
the logs command now detects this and exits gracefully instead of
retrying indefinitely.

Implementation:
- Added AppStatusChecker callback to logstream.Config
- Check app status before each reconnect attempt in follow mode
- Also check when connection closes normally during follow
- Exit with clear error message when app is stopped/deleting/error state

This addresses @pietern's comment about the command not stopping when
the app is stopped during tail.

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

Co-Authored-By: Claude <[email protected]>
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An authorized user can trigger integration tests manually by following the instructions below:

Trigger:
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Inputs:

  • PR number: 3908
  • Commit SHA: 438f0192ea9e783e9c10053e0635a162fcd781d8

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Awesome work @ericfeunekes! Thanks a lof for your contribution!

I rebased the PR, updated its title and desc to merge it soon! 🚀

@pkosiec pkosiec added this pull request to the merge queue Dec 4, 2025
Merged via the queue into databricks:main with commit 27ba2ab Dec 4, 2025
19 checks passed
github-merge-queue bot pushed a commit that referenced this pull request Dec 4, 2025
## Changes

See #3908. This is worth calling out in the changelog.
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Commit: 27ba2ab

Run: 19926535549

Env 🟨​KNOWN 🔄​flaky 💚​RECOVERED 🙈​SKIP ✅​pass 🙈​skip Time
🟨​ aws linux 7 3 1 407 624 50:31
🟨​ aws windows 7 3 1 409 622 44:56
🔄​ aws-ucws linux 2 10 1 566 503 61:20
💚​ aws-ucws windows 10 1 570 501 62:03
🔄​ azure linux 3 3 3 406 622 46:09
💚​ azure windows 4 3 410 620 45:50
🔄​ azure-ucws linux 5 4 3 560 501 127:31
🔄​ azure-ucws windows 6 4 3 561 499 125:08
🔄​ gcp linux 3 3 3 390 629 53:38
💚​ gcp windows 4 3 394 627 43:03
21 interesting tests: 10 flaky, 7 KNOWN, 3 RECOVERED, 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 💚​R 🔄​f 💚​R 💚​R 💚​R 🔄​f 💚​R
🔄​ TestAccept/bundle/integration_whl/interactive_cluster ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f 🔄​f ✅​p
🔄​ TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f 🔄​f ✅​p
🔄​ TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p
🔄​ TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=SINGLE_USER ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f 🔄​f ✅​p ✅​p
🔄​ TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=USER_ISOLATION ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f 🔄​f ✅​p ✅​p
🔄​ TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER ✅​p ✅​p ✅​p ✅​p 🔄​f ✅​p 🔄​f ✅​p ✅​p ✅​p
🙈​ TestAccept/bundle/resources/permissions 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S 🙈​S
🔄​ TestAccept/bundle/resources/permissions/factcheck ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f 🔄​f 🙈​s 🙈​s
🔄​ TestAccept/bundle/resources/permissions/factcheck/DATABRICKS_BUNDLE_ENGINE=terraform ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p 🔄​f 🔄​f
🟨​ 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 💚​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
🔄​ TestFsCpSourceIsDirectoryButTargetIsFile ✅​p ✅​p 🔄​f ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p ✅​p
🔄​ TestFsCpSourceIsDirectoryButTargetIsFile/uc-volumes_to_dbfs 🙈​s 🙈​s 🔄​f ✅​p 🙈​s 🙈​s ✅​p ✅​p 🙈​s 🙈​s
Top 50 slowest tests (at least 2 minutes):
duration env testname
22:52 azure-ucws windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=USER_ISOLATION
17:28 aws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
14:22 azure windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
12:12 gcp linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
11:37 azure-ucws linux TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=terraform
11:12 azure-ucws linux TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=direct
11:01 gcp windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
10:58 gcp windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
10:42 azure-ucws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
10:25 aws-ucws linux TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=terraform
10:10 azure-ucws windows TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=terraform
9:58 gcp linux TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
9:55 azure windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
9:37 azure-ucws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
9:24 aws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
9:01 aws-ucws linux TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=direct
8:59 azure-ucws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
8:51 aws-ucws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
8:44 azure linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
8:34 azure-ucws linux TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
8:29 gcp linux TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=terraform
8:23 gcp windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
8:21 azure-ucws linux TestAccept/bundle/resources/permissions/factcheck/DATABRICKS_BUNDLE_ENGINE=terraform
8:15 aws-ucws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=USER_ISOLATION
8:11 azure windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=SINGLE_USER
8:06 azure windows TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=direct
8:05 aws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
8:02 aws windows TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=direct
7:59 aws linux TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform
7:58 aws-ucws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
7:56 gcp linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
7:54 aws-ucws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
7:54 gcp windows TestAccept/bundle/resources/clusters/run/spark_python_task/DATABRICKS_BUNDLE_ENGINE=terraform
7:53 azure-ucws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
7:53 gcp windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=direct/DATA_SECURITY_MODE=SINGLE_USER
7:49 aws-ucws windows TestAccept/bundle/resources/clusters/deploy/update-after-create/DATABRICKS_BUNDLE_ENGINE=direct
7:47 aws-ucws windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
7:43 gcp windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=USER_ISOLATION
7:41 gcp windows TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=direct
7:39 gcp windows TestAccept/bundle/integration_whl/interactive_cluster/DATABRICKS_BUNDLE_ENGINE=terraform
7:38 azure-ucws linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
7:37 aws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
7:37 azure windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=direct
7:33 gcp linux TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
7:30 azure-ucws windows TestAccept/bundle/resources/model_serving_endpoints/running-endpoint/DATABRICKS_BUNDLE_ENGINE=direct
7:26 aws-ucws linux TestAccept/bundle/integration_whl/custom_params/DATABRICKS_BUNDLE_ENGINE=terraform
7:23 aws-ucws windows TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
7:22 aws-ucws linux TestAccept/bundle/integration_whl/interactive_cluster_dynamic_version/DATABRICKS_BUNDLE_ENGINE=terraform/DATA_SECURITY_MODE=SINGLE_USER
7:16 azure windows TestAccept/bundle/integration_whl/base/DATABRICKS_BUNDLE_ENGINE=terraform
7:16 aws windows TestAccept/bundle/integration_whl/interactive_single_user/DATABRICKS_BUNDLE_ENGINE=terraform

deco-sdk-tagging bot added a commit that referenced this pull request Dec 4, 2025
## Release v0.279.0

### Notable Changes
* New deployment engine for DABs that does not require Terraform is available to try in experimental mode. Not recommended for production workloads yet. Documentation at [docs/direct.md](docs/direct.md).

### CLI
* Introduce `databricks apps logs` command to tail app logs from the CLI ([#3908](#3908))

### Bundles
* Add support for alerts to DABs ([#4004](#4004))
* Allow `file://` URIs in job libraries to reference runtime filesystem paths (e.g., JARs pre-installed on clusters via init scripts). These paths are no longer treated as local files to upload. ([#3884](#3884))
* Pipeline catalog changes now trigger in-place updates instead of recreation (Terraform provider v1.98.0 behavior change) ([#4082](#4082))

### Dependency updates
* Bump Terraform provider to v1.98.0 ([#4082](#4082))
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