# Build #144331

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ghprbActualCommit| 149996ee88395d290af1b75532a3fe24254be124  
ghprbActualCommitAuthor| zero323  
ghprbActualCommitAuthorEmail| mszymkiewicz@gmail.com  
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ghprbCommentBody| null  
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ghprbPullDescription| GitHub pull request #34296 of commit 149996ee88395d290af1b75532a3fe24254be124, no merge conflicts.  
ghprbPullId| 34296  
ghprbPullLink| https://github.com/apache/spark/pull/34296  
ghprbPullLongDescription| <!--\r\nThanks for sending a pull request! Here are some tips for you:\r\n 1\. If this is your first time, please read our contributor guidelines: https://spark.apache.org/contributing.html\r\n 2\. Ensure you have added or run the appropriate tests for your PR: https://spark.apache.org/developer-tools.html\r\n 3\. If the PR is unfinished, add '[WIP]' in your PR title, e.g., '[WIP][SPARK-XXXX] Your PR title ...'.\r\n 4\. Be sure to keep the PR description updated to reflect all changes.\r\n 5\. Please write your PR title to summarize what this PR proposes.\r\n 6\. If possible, provide a concise example to reproduce the issue for a faster review.\r\n 7\. If you want to add a new configuration, please read the guideline first for naming configurations in\r\n 'core/src/main/scala/org/apache/spark/internal/config/ConfigEntry.scala'.\r\n 8\. If you want to add or modify an error type or message, please read the guideline first in\r\n 'core/src/main/resources/error/README.md'.\r\n\-->\r\n\r\n### What changes were proposed in this pull request?\r\n<!--\r\nPlease clarify what changes you are proposing. The purpose of this section is to outline the changes and how this PR fixes the issue. \r\nIf possible, please consider writing useful notes for better and faster reviews in your PR. See the examples below.\r\n 1\. If you refactor some codes with changing classes, showing the class hierarchy will help reviewers.\r\n 2\. If you fix some SQL features, you can provide some references of other DBMSes.\r\n 3\. If there is design documentation, please add the link.\r\n 4\. If there is a discussion in the mailing list, please add the link.\r\n\-->\r\n\r\nThis PR:\r\n\r\n- Adds basic data test runner to `dev/lint-python`, using [`typeddjango/pytest-mypy-plugins`](https://github.com/typeddjango/pytest-mypy-plugins)\r\n- Migrates data test cases from `pyspark-stubs`\r\n\r\n### Why are the changes needed?\r\n<!--\r\nPlease clarify why the changes are needed. For instance,\r\n 1\. If you propose a new API, clarify the use case for a new API.\r\n 2\. If you fix a bug, you can clarify why it is a bug.\r\n\-->\r\n\r\nCurrently, type annotations are tested primarily for integrity and, to lesser extent, against actual API. Testing against examples is work in progress (SPARK-36997). Data tests allow us to improve coverage and test negative cases (code, that should fail type checker validation).\r\n\r\n### Does this PR introduce _any_ user-facing change?\r\n<!--\r\nNote that it means *any* user-facing change including all aspects such as the documentation fix.\r\nIf yes, please clarify the previous behavior and the change this PR proposes - provide the console output, description and/or an example to show the behavior difference if possible.\r\nIf possible, please also clarify if this is a user-facing change compared to the released Spark versions or within the unreleased branches such as master.\r\nIf no, write 'No'.\r\n\-->\r\n\r\nNo.\r\n\r\n### How was this patch tested?\r\n<!--\r\nIf tests were added, say they were added here. Please make sure to add some test cases that check the changes thoroughly including negative and positive cases if possible.\r\nIf it was tested in a way different from regular unit tests, please clarify how you tested step by step, ideally copy and paste-able, so that other reviewers can test and check, and descendants can verify in the future.\r\nIf tests were not added, please describe why they were not added and/or why it was difficult to add.\r\n\-->\r\n\r\nRunning linter tests with additions proposed in this PR  
ghprbPullTitle| [WIP][SPARK-36989][TESTS][PYTHON] Add type hints data tests  
ghprbSourceBranch| SPARK-36989  
ghprbTargetBranch| master  
ghprbTriggerAuthor| Maciej  
ghprbTriggerAuthorEmail  
ghprbTriggerAuthorLogin| zero323  
ghprbTriggerAuthorLoginMention| @zero323  
sha1| origin/pr/34296/merge