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Wait for pods to be in running state before attempting to create ModelRegistry#270

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dbasunag merged 6 commits intoopendatahub-io:mainfrom
dbasunag:wait_for_pod
Apr 29, 2025
Merged

Wait for pods to be in running state before attempting to create ModelRegistry#270
dbasunag merged 6 commits intoopendatahub-io:mainfrom
dbasunag:wait_for_pod

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@dbasunag
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@dbasunag dbasunag commented Apr 25, 2025

Without this change we see ModelRegistry post call gets x509: certificate has expired or is not yet valid once in a while.

Description

How Has This Been Tested?

Merge criteria:

  • The commits are squashed in a cohesive manner and have meaningful messages.
  • Testing instructions have been added in the PR body (for PRs involving changes that are not immediately obvious).
  • The developer has manually tested the changes and verified that the changes work

Summary by Sourcery

Add a wait condition in test setup to ensure pods are fully running before proceeding with Model Registry tests.

Bug Fixes:

  • Fix intermittent x509 certificate errors by waiting for application pods to be ready before tests interact with the Model Registry.

Enhancements:

  • Add utility functions to check pod container statuses and determine if pods are in a running state.
  • Implement a timeout sampler utility to wait for all pods in a namespace to reach a stable running state.

Tests:

  • Modify the updated_dsc_component_state_scope_class fixture to wait for pods in the application namespace to be running before yielding the DSC resource.

Summary by CodeRabbit

  • Tests
    • Improved test reliability by ensuring all required pods are running before proceeding with model registry tests.
    • Added utilities for checking pod status and waiting for pods to be ready during test execution.

@dbasunag dbasunag requested a review from a team as a code owner April 25, 2025 21:24
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sourcery-ai bot commented Apr 25, 2025

Reviewer's Guide by Sourcery

This pull request introduces a waiting mechanism in the updated_dsc_component_state_scope_class fixture to ensure all pods in the applications_namespace are in a running or succeeded state before proceeding. This is intended to mitigate occasional x509: certificate has expired or is not yet valid errors encountered during ModelRegistry creation.

No diagrams generated as the changes look simple and do not need a visual representation.

File-Level Changes

Change Details Files
Add utility functions to check and wait for pod running status.
  • Add function to get container error status within a pod.
  • Add function to identify pods that are not in a running or succeeded state.
  • Add function to wait for all pods in a namespace to reach a running or succeeded state using a timeout sampler.
tests/model_registry/utils.py
Integrate the new pod waiting mechanism into the updated_dsc_component_state_scope_class fixture.
  • Add admin_client argument to the fixture.
  • Call the wait_for_pods_running function after ensuring the namespace is active.
  • Specify the applications_namespace and 6 consecutive checks for the wait.
tests/model_registry/conftest.py

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Hey @dbasunag - I've reviewed your changes - here's some feedback:

Overall Comments:

  • Consider moving the generic pod status checking functions (get_pod_container_error_status, get_not_running_pods, wait_for_pods_running) to a more general Kubernetes utility module.
  • Consider defining the timeout, sleep interval, and consecutive check count used in wait_for_pods_running as constants instead of magic numbers.
Here's what I looked at during the review
  • 🟢 General issues: all looks good
  • 🟢 Security: all looks good
  • 🟡 Testing: 1 issue found
  • 🟢 Complexity: all looks good
  • 🟢 Documentation: all looks good

Sourcery is free for open source - if you like our reviews please consider sharing them ✨
Help me be more useful! Please click 👍 or 👎 on each comment and I'll use the feedback to improve your reviews.

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coderabbitai bot commented Apr 28, 2025

Walkthrough

The changes introduce new utility functions in the model registry testing utilities for monitoring Kubernetes Pod statuses, including error inspection and waiting for all Pods to reach a running or succeeded state. The conftest.py fixture for updating the Data Science Cluster component state is modified to accept an admin client and now waits for all Pods in a specified namespace to be running before proceeding. Logging and error handling are enhanced for Pod status checks, and relevant imports and function signatures are updated accordingly.

Changes

File(s) Change Summary
tests/model_registry/conftest.py Updated imports to include wait_for_pods_running. Modified the updated_dsc_component_state_scope_class fixture to accept an admin_client parameter and to wait for all Pods in the target namespace to be running before proceeding.
tests/model_registry/utils.py Added utility functions: get_pod_container_error_status, get_not_running_pods, and wait_for_pods_running. Introduced logging, timeout handling, and related imports for Pod status monitoring.

Sequence Diagram(s)

sequenceDiagram
    participant Test as Test Fixture
    participant AdminClient as admin_client
    participant Utils as utils.py
    participant K8s as Kubernetes API

    Test->>AdminClient: Pass admin_client to fixture
    Test->>Utils: Call wait_for_pods_running(admin_client, namespace)
    Utils->>K8s: List Pods in namespace
    Utils->>K8s: Check Pod statuses
    loop Until all Pods running/succeeded for N checks
        Utils->>K8s: Re-check Pods
    end
    Utils-->>Test: Proceed if all Pods running
Loading

Poem

In the warren of tests, new helpers appear,
To watch over Pods and keep statuses clear.
With patient hops, we now wait and see,
That all are running, as healthy as can be.
Logs and warnings, a bunny's gentle guide—
For clusters and carrots, we check side by side! 🐇✨


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Actionable comments posted: 3

♻️ Duplicate comments (1)
tests/model_registry/utils.py (1)

166-169: Convert the inline comment to a proper docstring (previous feedback still applies).

The descriptive comment belongs in a docstring so that IDEs and help() can surface it.
This request has been raised in earlier rounds but is still unresolved.

🧹 Nitpick comments (1)
tests/model_registry/conftest.py (1)

236-240: Consider asserting the result of wait_for_pods_running or handling timeout.

wait_for_pods_running returns True on success and raises on timeout, but its return value is ignored.
Capturing the boolean (or at least logging it) would make failures more explicit and future refactors safer.

-        wait_for_pods_running(
+        assert wait_for_pods_running(
             admin_client=admin_client,
             namespace_name=py_config["applications_namespace"],
             number_of_consecutive_checks=6,
-        )
+        ), "Pods failed to reach running state within the expected time"
📜 Review details

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📥 Commits

Reviewing files that changed from the base of the PR and between daf13fb and 35186a6.

📒 Files selected for processing (2)
  • tests/model_registry/conftest.py (3 hunks)
  • tests/model_registry/utils.py (2 hunks)
🧰 Additional context used
🧬 Code Graph Analysis (2)
tests/model_registry/conftest.py (2)
tests/model_registry/utils.py (1)
  • wait_for_pods_running (198-231)
tests/conftest.py (2)
  • dsc_resource (339-340)
  • admin_client (50-51)
tests/model_registry/utils.py (3)
utilities/exceptions.py (2)
  • ProtocolNotSupportedError (8-13)
  • TooManyServicesError (16-21)
utilities/constants.py (2)
  • Protocols (87-94)
  • Annotations (124-139)
tests/conftest.py (1)
  • admin_client (50-51)

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/lgtm

@dbasunag
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/verified

@opendatahub-tests-bot opendatahub-tests-bot added the Verified Verified pr in Jenkins label Apr 29, 2025
@dbasunag dbasunag merged commit 560f952 into opendatahub-io:main Apr 29, 2025
10 checks passed
@dbasunag dbasunag deleted the wait_for_pod branch April 29, 2025 11:30
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Status of building tag latest: success.
Status of pushing tag latest to image registry: success.

dbasunag added a commit to dbasunag/opendatahub-tests that referenced this pull request May 8, 2025
…lRegistry (opendatahub-io#270)

* on rebase clean commented-by- labels

* Wait for pods to be in running state before attempting to create ModelRegistry
dbasunag added a commit to dbasunag/opendatahub-tests that referenced this pull request May 8, 2025
…lRegistry (opendatahub-io#270)

* on rebase clean commented-by- labels

* Wait for pods to be in running state before attempting to create ModelRegistry
dbasunag added a commit that referenced this pull request May 20, 2025
* updates to test_registering_model() based on previous review comments

* [do-not-review]must-gather collection at failure point

updates! 1176505

updates! 12d9c08

updates! 12d9c08

updates! 65e0213

* [ModelRegistry] ensure RunAsUser and RunAsGroup are not set explicitly (#226)

updates! 4813f2b

updates! 20cd457

updates! b126825

updates! 809cca7

* Lock file maintenance (#241)

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

* RHOAIENG-22058: chore(workbenches): add test_create_simple_notebook to smoke (#238)

* Remove uv cache from dockerfile to support running in envs like openshift-ci (#239)

* Create size-labeler.yml

* Delete .github/workflows/size-labeler.yml

* model mesh - add auth tests

* xx

* fix: remove uv cache from dockerfile

* `is_managed_cluster` fix condition (#243)

* Create size-labeler.yml

* Delete .github/workflows/size-labeler.yml

* model mesh - add auth tests

* xx

* fix: replace iter with list

* fix: add logger info

* RHOAIENG-22057: fix(workbenches): correct the check for spawned workbench (#242)

There can only ever be a single workbench pod started.

Co-authored-by: Luca Giorgi <lgiorgi@redhat.com>

* RHOAIENG-22057: fix(workbenches): check for internal image registry and adjust the image path accordingly (#244)

* now yielding TimeoutSampler get_pods_by_isvc_label func output and handling raised ResourceNotFoundError (#237)

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>

* [model server] add auth test to upgrade (#245)

* Create size-labeler.yml

* Delete .github/workflows/size-labeler.yml

* model mesh - add auth tests

* xx

* feat: add auth test to upgrade

* feat: add auth test to upgrade

feat: add auth test to upgrade

* fix: dsci name in func

* [pre-commit.ci] pre-commit autoupdate (#246)

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.11.4 → v0.11.5](astral-sh/ruff-pre-commit@v0.11.4...v0.11.5)
- [github.com/gitleaks/gitleaks: v8.24.2 → v8.24.3](gitleaks/gitleaks@v8.24.2...v8.24.3)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Ruth Netser <rnetser@redhat.com>

* Fix add-remove-labels workflow (#249)

* Add Cluster sanity checks before test execution (#235)

* Create size-labeler.yml

* Delete .github/workflows/size-labeler.yml

* model mesh - add auth tests

* xx

* feat: cluster sanity

* feat: cluster sanity

* feat: cluster sanity

* feat: cluster sanity add readme

* fix: tix str typo

* fix: address comments

* fix: address review comments

* fix: address comment

* fix: use dsci from global config

* fix: remove duplicate fixture

* add labeler to add labels to prs based on areas impacted (#248)

* on rebase clean commented-by- labels (#251)

* [model registry] update namespace code and rearrange tests (#247)

* updates to test_registering_model() based on previous review comments

* update namespace code and rearrange tests

* remove unnecessary argument from function call (#255)

* on rebase clean commented-by- labels

* remove unnecessary argument from function call

* feat: add ocp_interop marker (#260)

* Lock file maintenance (#259)

* Lock file maintenance

* fix: add marshmallow version

---------

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: rnetser <rnetser@redhat.com>

* [pre-commit.ci] pre-commit autoupdate (#263)

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.11.5 → v0.11.6](astral-sh/ruff-pre-commit@v0.11.5...v0.11.6)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Ruth Netser <rnetser@redhat.com>

* feat: add upgrade tests (#258)

* Remove flake8 ignore list (#265)

* fix: remove flake8 ignore

* fix: remove flake8 ignore

* [model server] Remove pod pre-checks for image pull and fix `TestServerlessScaleToZero` (#256)

* fix: update tests

* fix: update tests

* fix: update tests

* fix: save test dep name

* fix: minio mm external route

* fix: address comemnt

* fix: address comemnt

* fix: address comemnt

* Update python-dependencies (major) (#267)

* Update python-dependencies

* fix: marshmellow version

---------

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: rnetser <rnetser@redhat.com>

* Adding Test For InferenceService Zero Initial Scale (#262)

* adding test for zero initial scale

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* fixing precommit error

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>

* using label_selectors when getting deployment

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* adding argument names to func call and running pre-commit on all files

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>

* fixing bug in ovms_kserve_inference_service function that was preventing isvcs from being created with 0 min-replicas

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>

---------

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* feat: move interop marker (#268)

* feat: Add upgrade tests for TrustyAIService (#250)

* feat: Add upgrade tests for TrustyAIService

* Move upgrade README.md to docs/UPGRADE.md

* fix: reuse kwargs in TrustyAIService fixture

* fix: address comments, reuse kwargs, add docstrings

---------

Co-authored-by: Ruth Netser <rnetser@redhat.com>

* Fix ns deletion logic  (#272)

* fix: fix resource deletion fixture logic

* fix: fix resource deletion fixture logic

* feat: fail on missing operators (#257)

* fix: update tests

* fix: update tests

* feat: fail on missing operators

* fix: rename to dependent

* fix: address comment

* fix: add log on failure

* fix: type in raise

* fix: remove MR check

* fix: remove MR check

* fix: use package scope

* Add basic InferenceGraph deployment check (#233)

* Add basic InferenceGraph deployment check

This adds a test that deploys an InferenceGraph (IG), sends an inference request to the IG and verifies that the request succeeds.

The deployed InferenceGraph is based on the example on the KServe documentation available in the following URL: https://kserve.github.io/website/0.15/modelserving/inference_graph/image_pipeline/. The example was adapted to run in openvino (which is a supported server in ODH), rather than TorchServe.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Use cloud storage in InferenceGraph test

Use cloud storage for the models, instead of OCI

* Feedback: Ruth

* Feedback: Ruth

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Apply Ruth suggestions

Acknowledgement to @rnester for these changes.

* More feedback: Ruth

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Ruth Netser <rnetser@redhat.com>

* fix: address 503 (#274)

* [model server] Move to using unprivileged_client in tests (#273)

* feat: use unprivileged_client

* feat: use unprivileged_client

* feat: use unprivileged_client

* feat: use unprivileged_client

* feat: use unprivileged_client

* feat: use unprivileged_client

* fix: unpri selection

* Update MinIo pod privileges to run on ocp 4.19 (#277)

* fix: add securityContext for minio pod

* fix: minio on 4.19

* [model server]  add multi node args check (#276)

* feat: add multi node args

* feat: add multi node args

* fix: add wait on delete

* fix: update new test

* [pre-commit.ci] pre-commit autoupdate (#279)

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.11.6 → v0.11.7](astral-sh/ruff-pre-commit@v0.11.6...v0.11.7)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Ruth Netser <rnetser@redhat.com>

* `verify_no_failed_pods` - exclude container failures when model mesh deployment (#278)

* fix: mm container

* fix: update condition

* feat: add test for incorrect DB TLS config in Trusty AI (#221)

* feat: add test for incorrect DB TLS config in Trusty AI

* refactor: remove unused method from utils

* feat: move TrustyAI test to own file

* refactor: change name of db fixtures and deduplicate code

* TrustyAI Service creation code refactor into own method
* Move db secret setter to utils
* Remove test from test_fairness as test moved to own file

* docs: add description to TrustyAI invalid DB TLS config test

* fix: check TrustyAIService container for Terminated status in lastStatus

* fix: change name of terminal_state getter function

* fix: change to a valid certificate and check for service failure

* fix: address PR 221 reviewer feedback

* revert wait_for_pods to wait_for_mariadb_pods
* improve error checking logic
* remove un-necessary wrapper function

* docs: add docstring to create_trustyai_service method

* docs: add docstring to trustyai_service_with_invalid_db_cert

* fix: fix invalid return type for trustyai_db_ca_secret

* feat: use retry decorator in validate trustyai_service_db_conn_failure method

* fix: remove unnecessary return from validate db_conn_failure method

* docs: add spacing between lines of docstring

* refactor: create constants trustyai metrics and db storage config

* refactor: address reviewer feedback

- change docstring to correct formatting
- remove len(0) check
- no templating for error text

* fix: use regex instead of in operator to check for error condition

* docs: add correct formatting to docstrings

* fix: use namespace.name instead of namespace in Pod.get

* fix: remove \s from regex to check for spaces

* refactor: add Raises section in docstring and use single string for pytest.fail

* feat: use raise instead of pytest.fail

- create new exception TooManyPodsError
- create new exception UnexpectedFailureError
- replace pytest.fail with raise and handle exceptions in retry
-

* fix: change default of teardown to True in TrustyAIService

* docs: correct typo in trustyai docstring

* docs: fix raises in docs and fix formatting

* fix: fix create_trustyai_service namespace args issue

* docs: add default for name arg in create tai svc func

* [model server] Fix runtime request.param name to use external route (#280)

* fix: fix param name

* fix: fix param name

* feat: add certs when sending requests to TrustyAIService (#266)

* Wait for pods to be in running state before attempting to create ModelRegistry (#270)

* on rebase clean commented-by- labels

* Wait for pods to be in running state before attempting to create ModelRegistry

* Address Exception in thread Thread-1 (_monitor) error (#286)

* chore(deps): lock file maintenance (#287)

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sheltoncyril referenced this pull request in sheltoncyril/opendatahub-tests Jun 3, 2025
* updates to test_registering_model() based on previous review comments

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* model mesh - add auth tests

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* fix: address 503 (#274)

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adolfo-ab added a commit to adolfo-ab/opendatahub-tests that referenced this pull request Jun 11, 2025
* updates to test_registering_model() based on previous review comments

* [do-not-review]must-gather collection at failure point

updates! 1176505

updates! 12d9c08

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* Create size-labeler.yml

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* fix: address comemnt

* fix: address comemnt

* fix: address comemnt

* Update python-dependencies (major) (opendatahub-io#267)

* Update python-dependencies

* fix: marshmellow version

---------

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: rnetser <rnetser@redhat.com>

* Adding Test For InferenceService Zero Initial Scale (opendatahub-io#262)

* adding test for zero initial scale

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* fixing precommit error

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>

* using label_selectors when getting deployment

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>

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* fixing bug in ovms_kserve_inference_service function that was preventing isvcs from being created with 0 min-replicas

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---------

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* feat: move interop marker (opendatahub-io#268)

* feat: Add upgrade tests for TrustyAIService (opendatahub-io#250)

* feat: Add upgrade tests for TrustyAIService

* Move upgrade README.md to docs/UPGRADE.md

* fix: reuse kwargs in TrustyAIService fixture

* fix: address comments, reuse kwargs, add docstrings

---------

Co-authored-by: Ruth Netser <rnetser@redhat.com>

* Fix ns deletion logic  (opendatahub-io#272)

* fix: fix resource deletion fixture logic

* fix: fix resource deletion fixture logic

* feat: fail on missing operators (opendatahub-io#257)

* fix: update tests

* fix: update tests

* feat: fail on missing operators

* fix: rename to dependent

* fix: address comment

* fix: add log on failure

* fix: type in raise

* fix: remove MR check

* fix: remove MR check

* fix: use package scope

* Add basic InferenceGraph deployment check (opendatahub-io#233)

* Add basic InferenceGraph deployment check

This adds a test that deploys an InferenceGraph (IG), sends an inference request to the IG and verifies that the request succeeds.

The deployed InferenceGraph is based on the example on the KServe documentation available in the following URL: https://kserve.github.io/website/0.15/modelserving/inference_graph/image_pipeline/. The example was adapted to run in openvino (which is a supported server in ODH), rather than TorchServe.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Use cloud storage in InferenceGraph test

Use cloud storage for the models, instead of OCI

* Feedback: Ruth

* Feedback: Ruth

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Apply Ruth suggestions

Acknowledgement to @rnester for these changes.

* More feedback: Ruth

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* fix: address 503 (opendatahub-io#274)

* [model server] Move to using unprivileged_client in tests (opendatahub-io#273)

* feat: use unprivileged_client

* feat: use unprivileged_client

* feat: use unprivileged_client

* feat: use unprivileged_client

* feat: use unprivileged_client

* feat: use unprivileged_client

* fix: unpri selection

* Update MinIo pod privileges to run on ocp 4.19 (opendatahub-io#277)

* fix: add securityContext for minio pod

* fix: minio on 4.19

* [model server]  add multi node args check (opendatahub-io#276)

* feat: add multi node args

* feat: add multi node args

* fix: add wait on delete

* fix: update new test

* [pre-commit.ci] pre-commit autoupdate (opendatahub-io#279)

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.11.6 → v0.11.7](astral-sh/ruff-pre-commit@v0.11.6...v0.11.7)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Ruth Netser <rnetser@redhat.com>

* `verify_no_failed_pods` - exclude container failures when model mesh deployment (opendatahub-io#278)

* fix: mm container

* fix: update condition

* feat: add test for incorrect DB TLS config in Trusty AI (opendatahub-io#221)

* feat: add test for incorrect DB TLS config in Trusty AI

* refactor: remove unused method from utils

* feat: move TrustyAI test to own file

* refactor: change name of db fixtures and deduplicate code

* TrustyAI Service creation code refactor into own method
* Move db secret setter to utils
* Remove test from test_fairness as test moved to own file

* docs: add description to TrustyAI invalid DB TLS config test

* fix: check TrustyAIService container for Terminated status in lastStatus

* fix: change name of terminal_state getter function

* fix: change to a valid certificate and check for service failure

* fix: address PR 221 reviewer feedback

* revert wait_for_pods to wait_for_mariadb_pods
* improve error checking logic
* remove un-necessary wrapper function

* docs: add docstring to create_trustyai_service method

* docs: add docstring to trustyai_service_with_invalid_db_cert

* fix: fix invalid return type for trustyai_db_ca_secret

* feat: use retry decorator in validate trustyai_service_db_conn_failure method

* fix: remove unnecessary return from validate db_conn_failure method

* docs: add spacing between lines of docstring

* refactor: create constants trustyai metrics and db storage config

* refactor: address reviewer feedback

- change docstring to correct formatting
- remove len(0) check
- no templating for error text

* fix: use regex instead of in operator to check for error condition

* docs: add correct formatting to docstrings

* fix: use namespace.name instead of namespace in Pod.get

* fix: remove \s from regex to check for spaces

* refactor: add Raises section in docstring and use single string for pytest.fail

* feat: use raise instead of pytest.fail

- create new exception TooManyPodsError
- create new exception UnexpectedFailureError
- replace pytest.fail with raise and handle exceptions in retry
-

* fix: change default of teardown to True in TrustyAIService

* docs: correct typo in trustyai docstring

* docs: fix raises in docs and fix formatting

* fix: fix create_trustyai_service namespace args issue

* docs: add default for name arg in create tai svc func

* [model server] Fix runtime request.param name to use external route (opendatahub-io#280)

* fix: fix param name

* fix: fix param name

* feat: add certs when sending requests to TrustyAIService (opendatahub-io#266)

* Wait for pods to be in running state before attempting to create ModelRegistry (opendatahub-io#270)

* on rebase clean commented-by- labels

* Wait for pods to be in running state before attempting to create ModelRegistry

* Address Exception in thread Thread-1 (_monitor) error (opendatahub-io#286)

* chore(deps): lock file maintenance (opendatahub-io#287)

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

* [pre-commit.ci] pre-commit autoupdate (opendatahub-io#292)

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.11.7 → v0.11.8](astral-sh/ruff-pre-commit@v0.11.7...v0.11.8)
- [github.com/gitleaks/gitleaks: v8.24.3 → v8.25.1](gitleaks/gitleaks@v8.24.3...v8.25.1)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* Wait for dsc and dsci ready state in cluster_sanity check (opendatahub-io#293)

* fix(workbenches): implement get_username for OpenShift <=4.14 (opendatahub-io#275)

Turns out SelfSubjectReview is only available starting OpenShift 4.15.

fixup incorporate User resource
* RedHatQE/openshift-python-wrapper#2387

fixup incorporate SelfSubjectReview resource
* RedHatQE/openshift-python-wrapper#2389

Co-authored-by: Debarati Basu-Nag <dbasunag@redhat.com>

* replace the bot account with one owned by testdevops (opendatahub-io#291)

* Fix for post upgarde operator check (opendatahub-io#297)

Signed-off-by: Milind Waykole <mwaykole@mwaykole-thinkpadp1gen4i.bengluru.csb>
Co-authored-by: Milind Waykole <mwaykole@mwaykole-thinkpadp1gen4i.bengluru.csb>

* Add test for Model Registry RBAC for SA token (opendatahub-io#296)

* feat: add RBAC test for SA token

Signed-off-by: lugi0 <lgiorgi@redhat.com>

* fix: address review comments

Signed-off-by: lugi0 <lgiorgi@redhat.com>

* fix: incorporate coderabbit suggestions

Signed-off-by: lugi0 <lgiorgi@redhat.com>

* fix: remove unneeded variable

Signed-off-by: lugi0 <lgiorgi@redhat.com>

* fix: remove excessive logs

Signed-off-by: lugi0 <lgiorgi@redhat.com>

---------

Signed-off-by: lugi0 <lgiorgi@redhat.com>

* Support /build-push-pr-image comment to push image to quay for testing via jenkins (opendatahub-io#290)

updates! 678b389

* Add tests for model_artifact update validations (opendatahub-io#284)

* Add tests for model_artifact update validations

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* updates fixing pre-commit

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* update package

* minor updates

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* address review comments

updates! 50ec24b

updates! f3a6c3e

updates! 792156f

updates! 399aa10

updates! 5080e3b

updates! c34f4e7

updates! a1d7baa

---------

Signed-off-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>
Signed-off-by: Milind Waykole <mwaykole@mwaykole-thinkpadp1gen4i.bengluru.csb>
Signed-off-by: lugi0 <lgiorgi@redhat.com>
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: Jiri Daněk <jdanek@redhat.com>
Co-authored-by: Ruth Netser <rnetser@redhat.com>
Co-authored-by: Luca Giorgi <lgiorgi@redhat.com>
Co-authored-by: Brett Thompson <196701379+brettmthompson@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Adolfo Aguirrezabal <aaguirre@redhat.com>
Co-authored-by: Edgar Hernández <ehernand@redhat.com>
Co-authored-by: Shelton Cyril <sheltoncyril@gmail.com>
Co-authored-by: Milind Waykole <mwaykole@redhat.com>
Co-authored-by: Milind Waykole <mwaykole@mwaykole-thinkpadp1gen4i.bengluru.csb>
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