ml-commons

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- Incremented version to **2.8.1-SNAPSHOT**.

opensearch-trigger-bot[bot]

### Description This PR is for the option 1 in the issue #2151 ### Issues Resolved [List any issues this PR will resolve] ### Check List - [ ] New...

xinyual

add fill for selected tools

1

### Description We want to use a MLModelTool to firstly do tool selection and then limit the tool root agent can use. It will improve the tool selection accuracy. To...

xinyual

Add dynamic setting for disk circuit breaker

3

Disk circuit breaker ([code link](https://github.com/opensearch-project/ml-commons/blob/2.x/plugin/src/main/java/org/opensearch/ml/breaker/DiskCircuitBreaker.java#L21)) has a hard coded threshold as 5 GB. We should make it as a dynamic setting.

ylwu-amzn

[AUTOCUT] Integration Test failed for ml-commons: 2.12.0 tar distribution

285

The integration test failed at distribution level for component ml-commonsVersion: 2.12.0Distribution: tarArchitecture: arm64Platform: linuxPlease check the logs: https://build.ci.opensearch.org/job/integ-test/6700/display/redirect * Test-report manifest:* - https://ci.opensearch.org/ci/dbc/integ-test/2.12.0/9061/linux/arm64/tar/test-results/6700/integ-test/test-report.yml _Note: Steps to reproduce, additional logs and...

opensearch-ci-bot

**What is the bug?** This might not be a bug in the code or IT test itself. Flaky tests are caused by the testing environment which sometimes triggered java.net.ConnectException and...

Zhangxunmt

[BUG] Intermittent Model Deployment Issues in AWS OpenSearch: "Model not ready yet" Error

8

### Describe the bug **Issue Description:** After successfully deploying a machine learning model in AWS OpenSearch using the POST request to `/_plugins/_ml/models/WgtRZY0BjrbwPvlSkd2A/_deploy`, the model initially shows as deployed when checked...

ulan-yisaev

[Enhancement] Auto Upgrade Mappings for system indices in ML-Commons

1

**What is the bug?** When we add a field to the system index’s mapping (e.g. ml-model, ml-connector, etc), we should update the mapping proactively in the backend if the mapping...

Zhangxunmt

We found that the error status code not popped out correctly. We fixed the bug in https://github.com/opensearch-project/ml-commons/pull/1443/files We should add more integ test to cover this case.

ylwu-amzn

[FEATURE] Auto benchmarking

1

**Is your feature request related to a problem?** We don't have auto benchmarking worklfow for models for now. **What solution would you like?** We can build some auto benchmarking tools...

ylwu-amzn