ml-commons
ml-commons copied to clipboard
opensearch-project
ml-commons provides a set of common machine learning algorithms, e.g. k-means, or linear regression, to help developers build ML related features within OpenSearch.
**What is the bug?** Test on a multi-node cluster and see timeout exception randomly frequently ``` { "error": { "root_cause": [ { "type": "timeout_exception", "reason": "java.util.concurrent.TimeoutException: Timeout waiting for task."...
The integration test failed at distribution level for component ml-commonsVersion: 1.3.16Distribution: zipArchitecture: x64Platform: windowsPlease check the logs: https://build.ci.opensearch.org/job/integ-test/8128/display/redirect * Test-report manifest:* - https://ci.opensearch.org/ci/dbc/integ-test/1.3.16/9720/windows/x64/zip/test-results/8128/integ-test/test-report.yml _Note: Steps to reproduce, additional logs and...
Like in my FR https://github.com/opensearch-project/ml-commons/issues/2277, most documents in my index have the field 'body', and sometimes also 'title' and 'description'. Because the data is crawled, we can not make sure...
### Description [Describe what this change achieves] ### Issues Resolved [issue](https://github.com/opensearch-project/OpenSearch/issues/10248) ### Check List - [ x] New functionality includes testing. - [ x] All tests pass - [ ]...
**Is your feature request related to a problem?** Currently ml-commons predict API doesn't have retry mechanism so when encountered node crash case, user will get failure results, e.g.: A cluster...
**What is the bug?** We are trying to run the test **org.opensearch.ml.rest.RestMLDeployModelActionIT > testReDeployModel** , which uses the Dlj pytorch native binaries. Djl usually downloads the pytorch binaries from its...
**Is your feature request related to a problem?** We're trying to put a bunch of local model types in ml-commons (#1164). One such type is a [cross-encoder](https://www.sbert.net/examples/applications/cross-encoder/README.html). This will allow...
As suggested in #1275, this client, which is currently only used by the RAG pipeline, can move to opensearch-ml-client so that it can be used by other applications. @jngz-es @dhrubo-os...
When using ML commons and Docker I'm hitting a problem, which is either a bug or not documented. Setup: - opensearch docker image with mapped efs running on ecs /...
Currently ml-commons repo has BWC test on plugin level and only tested within the repo (https://github.com/opensearch-project/ml-commons/pull/681). We have a framework for BWC distribution level test available and you could utilize...
Metadata
Owner
Metadata
ml-commons provides a set of common machine learning algorithms, e.g. k-means, or linear regression, to help developers build ML related features within OpenSearch.