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Posted to commits@hudi.apache.org by "suryaprasanna (via GitHub)" <gi...@apache.org> on 2026/02/15 15:57:53 UTC

[PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

suryaprasanna opened a new pull request, #18207:
URL: https://github.com/apache/hudi/pull/18207

   ### Describe the issue this Pull Request addresses
   
   Flaky memory regressions are often triggered by environment/runtime changes (JVM, CI container limits, or test runner behavior), not only by code changes. Diagnosing these regressions is difficult when test logs do not include runtime memory context.
   
   This PR adds a lightweight unit test that reports JVM memory statistics during test execution to improve observability when investigating memory-related regressions.
   
   ### Summary and Changelog
   
   - Added `TestReportJvmConfiguration` under `hudi-common` tests.
   - The test logs heap and non-heap memory metrics using `MemoryMXBean`.
   - The test also logs runtime memory metrics (`total`, `free`, `used`) via `Runtime` APIs.
   - The goal is diagnostic visibility in CI/local logs for environment comparison during flaky memory investigations.
   
   ### Impact
   
   - Improves debugging signal for memory regressions by providing consistent JVM memory snapshots in test logs.
   - No functional behavior change in production code paths.
   - Minimal runtime overhead since this is a single lightweight test utility.
   
   ### Risk Level
   
   low
   
   This is test-only, additive, and non-invasive.
   
   ### Documentation Update
   
   none
   
   ### Contributor's checklist
   
   - [x] Read through [contributor's guide](https://hudi.apache.org/contribute/how-to-contribute)
   - [x] Enough context is provided in the sections above
   - [x] Adequate tests were added if applicable
   
   Made with [Cursor](https://cursor.com)


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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3904737743

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   ## CI report:
   
   * 22f7a82099975910c56e4fd378d7456821427375 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=12059) 
   
   <details>
   <summary>Bot commands</summary>
     @hudi-bot supports the following commands:
   
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981082095

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 40.46%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   > :exclamation:  There is a different number of reports uploaded between BASE (e063493) and HEAD (335abae). Click for more details.
   > 
   > <details><summary>HEAD has 14 uploads less than BASE</summary>
   >
   >| Flag | BASE (e063493) | HEAD (335abae) |
   >|------|------|------|
   >|spark-scala-tests|6|1|
   >|spark-java-tests|9|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18207       +/-   ##
   =============================================
   - Coverage     57.30%   40.46%   -16.85%     
   + Complexity    18597    12272     -6325     
   =============================================
     Files          1948     1914       -34     
     Lines        106497   101699     -4798     
     Branches      13160    12102     -1058     
   =============================================
   - Hits          61032    41152    -19880     
   - Misses        39714    55721    +16007     
   + Partials       5751     4826      -925     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.61% <ø> (-11.94%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 900 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981148910

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 57.30%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18207      +/-   ##
   ============================================
   - Coverage     57.30%   57.30%   -0.01%     
   + Complexity    18597    18585      -12     
   ============================================
     Files          1948     1948              
     Lines        106497   106497              
     Branches      13160    13162       +2     
   ============================================
   - Hits          61032    61026       -6     
   - Misses        39714    39718       +4     
   - Partials       5751     5753       +2     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `47.42% <ø> (-0.04%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.54% <ø> (+<0.01%)` | :arrow_up: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 6 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981091730

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 43.49%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   > :exclamation:  There is a different number of reports uploaded between BASE (e063493) and HEAD (335abae). Click for more details.
   > 
   > <details><summary>HEAD has 9 uploads less than BASE</summary>
   >
   >| Flag | BASE (e063493) | HEAD (335abae) |
   >|------|------|------|
   >|spark-scala-tests|6|3|
   >|spark-java-tests|9|3|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18207       +/-   ##
   =============================================
   - Coverage     57.30%   43.49%   -13.82%     
   + Complexity    18597    13852     -4745     
   =============================================
     Files          1948     1948               
     Lines        106497   106497               
     Branches      13160    13162        +2     
   =============================================
   - Hits          61032    46318    -14714     
   - Misses        39714    54869    +15155     
   + Partials       5751     5310      -441     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.21% <ø> (-14.25%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.14% <ø> (-12.40%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 786 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981145193

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 57.29%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18207      +/-   ##
   ============================================
   - Coverage     57.30%   57.29%   -0.02%     
   + Complexity    18597    18583      -14     
   ============================================
     Files          1948     1948              
     Lines        106497   106497              
     Branches      13160    13162       +2     
   ============================================
   - Hits          61032    61021      -11     
   - Misses        39714    39721       +7     
   - Partials       5751     5755       +4     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `47.38% <ø> (-0.08%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.54% <ø> (+<0.01%)` | :arrow_up: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 8 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


-- 
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981091118

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 43.49%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   > :exclamation:  There is a different number of reports uploaded between BASE (e063493) and HEAD (335abae). Click for more details.
   > 
   > <details><summary>HEAD has 9 uploads less than BASE</summary>
   >
   >| Flag | BASE (e063493) | HEAD (335abae) |
   >|------|------|------|
   >|spark-scala-tests|6|3|
   >|spark-java-tests|9|3|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18207       +/-   ##
   =============================================
   - Coverage     57.30%   43.49%   -13.82%     
   + Complexity    18597    13852     -4745     
   =============================================
     Files          1948     1948               
     Lines        106497   106497               
     Branches      13160    13162        +2     
   =============================================
   - Hits          61032    46318    -14714     
   - Misses        39714    54869    +15155     
   + Partials       5751     5310      -441     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.21% <ø> (-14.25%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.14% <ø> (-12.40%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 786 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981082441

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 39.68%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   > :exclamation:  There is a different number of reports uploaded between BASE (e063493) and HEAD (335abae). Click for more details.
   > 
   > <details><summary>HEAD has 12 uploads less than BASE</summary>
   >
   >| Flag | BASE (e063493) | HEAD (335abae) |
   >|------|------|------|
   >|spark-scala-tests|6|3|
   >|spark-java-tests|9|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18207       +/-   ##
   =============================================
   - Coverage     57.30%   39.68%   -17.63%     
   + Complexity    18597    12594     -6003     
   =============================================
     Files          1948     1948               
     Lines        106497   106497               
     Branches      13160    13162        +2     
   =============================================
   - Hits          61032    42265    -18767     
   - Misses        39714    59159    +19445     
   + Partials       5751     5073      -678     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.14% <ø> (-12.40%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 859 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "suryaprasanna (via GitHub)" <gi...@apache.org>.
suryaprasanna commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981008986

   > If the intent is for bookkeeping purpose, can we write a md file or some sort of runbook. rather than embedding w/n a test class.
   
   The reason for adding this as a test is so to know what is the memory provided by the setup, if we add md file or runbook, how does that tell the details about the environment?


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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "nsivabalan (via GitHub)" <gi...@apache.org>.
nsivabalan merged PR #18207:
URL: https://github.com/apache/hudi/pull/18207


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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981019700

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   ## CI report:
   
   * 22f7a82099975910c56e4fd378d7456821427375 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=12059) 
   * 335abae33ae087543900933f86900db24e586f22 UNKNOWN
   
   <details>
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981158774

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 57.30%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18207      +/-   ##
   ============================================
   - Coverage     57.30%   57.30%   -0.01%     
   + Complexity    18597    18586      -11     
   ============================================
     Files          1948     1948              
     Lines        106497   106497              
     Branches      13160    13162       +2     
   ============================================
   - Hits          61032    61028       -4     
   - Misses        39714    39717       +3     
   - Partials       5751     5752       +1     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `47.45% <ø> (-0.01%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.54% <ø> (+<0.01%)` | :arrow_up: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 5 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3904860924

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   ## CI report:
   
   * 22f7a82099975910c56e4fd378d7456821427375 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=12059) 
   
   <details>
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981124876

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 55.55%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18207      +/-   ##
   ============================================
   - Coverage     57.30%   55.55%   -1.76%     
   + Complexity    18597    17963     -634     
   ============================================
     Files          1948     1948              
     Lines        106497   106497              
     Branches      13160    13162       +2     
   ============================================
   - Hits          61032    59167    -1865     
   - Misses        39714    41508    +1794     
   - Partials       5751     5822      +71     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.48% <ø> (-3.98%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.54% <ø> (+<0.01%)` | :arrow_up: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 233 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981118970

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 55.52%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18207      +/-   ##
   ============================================
   - Coverage     57.30%   55.52%   -1.78%     
   + Complexity    18597    17956     -641     
   ============================================
     Files          1948     1948              
     Lines        106497   106497              
     Branches      13160    13162       +2     
   ============================================
   - Hits          61032    59137    -1895     
   - Misses        39714    41536    +1822     
   - Partials       5751     5824      +73     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.44% <ø> (-4.02%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.54% <ø> (+<0.01%)` | :arrow_up: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 241 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3904734423

   <!--
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   ## CI report:
   
   * 22f7a82099975910c56e4fd378d7456821427375 UNKNOWN
   
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981039433

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 45.37%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   > :exclamation:  There is a different number of reports uploaded between BASE (e063493) and HEAD (335abae). Click for more details.
   > 
   > <details><summary>HEAD has 15 uploads less than BASE</summary>
   >
   >| Flag | BASE (e063493) | HEAD (335abae) |
   >|------|------|------|
   >|spark-scala-tests|6|0|
   >|spark-java-tests|9|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18207       +/-   ##
   =============================================
   - Coverage     57.30%   45.37%   -11.94%     
   + Complexity    18597     8398    -10199     
   =============================================
     Files          1948     1180      -768     
     Lines        106497    60520    -45977     
     Branches      13160     6445     -6715     
   =============================================
   - Hits          61032    27458    -33574     
   + Misses        39714    30084     -9630     
   + Partials       5751     2978     -2773     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 1382 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981166439

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   ## CI report:
   
   * 335abae33ae087543900933f86900db24e586f22 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=12354) 
   
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981023757

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   ## CI report:
   
   * 22f7a82099975910c56e4fd378d7456821427375 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=12059) 
   * 335abae33ae087543900933f86900db24e586f22 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=12354) 
   
   <details>
   <summary>Bot commands</summary>
     @hudi-bot supports the following commands:
   
    - `@hudi-bot run azure` re-run the last Azure build
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981116396

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 55.33%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18207      +/-   ##
   ============================================
   - Coverage     57.30%   55.33%   -1.98%     
   + Complexity    18597    17901     -696     
   ============================================
     Files          1948     1948              
     Lines        106497   106497              
     Branches      13160    13162       +2     
   ============================================
   - Hits          61032    58925    -2107     
   - Misses        39714    41759    +2045     
   - Partials       5751     5813      +62     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.17% <ø> (-4.29%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.54% <ø> (+<0.01%)` | :arrow_up: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 267 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] test(common): add JVM memory reporting test for environment diagnostics [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18207:
URL: https://github.com/apache/hudi/pull/18207#issuecomment-3981116034

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18207?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 55.33%. Comparing base ([`e063493`](https://app.codecov.io/gh/apache/hudi/commit/e063493337e50968e32cfffb78fa7bae728003d7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`335abae`](https://app.codecov.io/gh/apache/hudi/commit/335abae33ae087543900933f86900db24e586f22?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18207      +/-   ##
   ============================================
   - Coverage     57.30%   55.33%   -1.98%     
   + Complexity    18597    17901     -696     
   ============================================
     Files          1948     1948              
     Lines        106497   106497              
     Branches      13160    13162       +2     
   ============================================
   - Hits          61032    58925    -2107     
   - Misses        39714    41759    +2045     
   - Partials       5751     5813      +62     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.37% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.17% <ø> (-4.29%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18207/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.54% <ø> (+<0.01%)` | :arrow_up: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   [see 267 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18207/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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