if model version fails to register, update model group accordingly #1463

rbhavna · 2023-10-06T22:45:40Z

Description

Delete/Update model group if the model version registration fails: Whenever user registers a first model version, a model group is automatically created. Currently, if the version registration fails for some reason, the model group still remains in the index. This PR ensures the model group is created successfully only if model version registration is successful.

Also, if user is trying to register to a pre-existing model group and the registration fails for some reason, the latest_version field in the model group should not get updated. This PR ensures this change.

Issues Resolved

Check List

New functionality includes testing.
- All tests pass
New functionality has been documented.
- New functionality has javadoc added
Commits are signed per the DCO using --signoff

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
For more information on following Developer Certificate of Origin and signing off your commits, please check here.

Signed-off-by: Bhavana Ramaram <[email protected]>

codecov · 2023-10-06T23:18:24Z

Codecov Report

Merging #1463 (05a7364) into 2.x (6b15702) will decrease coverage by 0.16%.
The diff coverage is 40.00%.

@@             Coverage Diff              @@
##                2.x    #1463      +/-   ##
============================================
- Coverage     80.12%   79.97%   -0.16%     
- Complexity     2431     2433       +2     
============================================
  Files           196      196              
  Lines          9655     9686      +31     
  Branches        966      963       -3     
============================================
+ Hits           7736     7746      +10     
- Misses         1460     1483      +23     
+ Partials        459      457       -2

Flag	Coverage Δ
ml-commons	`79.97% <40.00%> (-0.16%)`	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files	Coverage Δ
.../action/register/TransportRegisterModelAction.java	`94.68% <100.00%> (+0.05%)`	⬆️
...upload_chunk/TransportRegisterModelMetaAction.java	`93.15% <100.00%> (+0.19%)`	⬆️
...a/org/opensearch/ml/model/MLModelGroupManager.java	`82.92% <65.21%> (-0.84%)`	⬇️
...n/java/org/opensearch/ml/model/MLModelManager.java	`51.20% <10.71%> (-1.49%)`	⬇️

... and 2 files with indirect coverage changes

…1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit e2d2778)

…1463) (#1464) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit e2d2778) Co-authored-by: Bhavana Ramaram <[email protected]>

…pensearch-project#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]>

* fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]>

…1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]>

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]>

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> (cherry picked from commit 8352e69)

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> (cherry picked from commit 8352e69) Co-authored-by: Owais Kazi <[email protected]>

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <[email protected]> * Added test Signed-off-by: Owais Kazi <[email protected]> * Fixed integ test Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]>

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <[email protected]> * Added test Signed-off-by: Owais Kazi <[email protected]> * Fixed integ test Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> (cherry picked from commit 6bff20d)

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <[email protected]> * Added test Signed-off-by: Owais Kazi <[email protected]> * Fixed integ test Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> (cherry picked from commit 6bff20d) Co-authored-by: Owais Kazi <[email protected]>

…pensearch-project#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]>

* Backport multiple PRs to main from 2.x (opensearch-project#1652) * fix parameter name in preprocess function; fix remote model function … (opensearch-project#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (opensearch-project#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (opensearch-project#1443) (opensearch-project#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (opensearch-project#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (opensearch-project#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (opensearch-project#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (opensearch-project#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (opensearch-project#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (opensearch-project#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (opensearch-project#1472) (opensearch-project#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (opensearch-project#1479) (opensearch-project#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (opensearch-project#1477) (opensearch-project#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (opensearch-project#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (opensearch-project#1482) (opensearch-project#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (opensearch-project#1485) (opensearch-project#1486) (opensearch-project#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (opensearch-project#1487) (opensearch-project#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (opensearch-project#1499) (opensearch-project#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (opensearch-project#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (opensearch-project#1498) (opensearch-project#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (opensearch-project#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (opensearch-project#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]>

) * Backport multiple PRs to main from 2.x (opensearch-project#1652) * fix parameter name in preprocess function; fix remote model function … (opensearch-project#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (opensearch-project#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (opensearch-project#1443) (opensearch-project#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (opensearch-project#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (opensearch-project#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (opensearch-project#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (opensearch-project#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (opensearch-project#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (opensearch-project#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (opensearch-project#1472) (opensearch-project#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (opensearch-project#1479) (opensearch-project#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (opensearch-project#1477) (opensearch-project#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (opensearch-project#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (opensearch-project#1482) (opensearch-project#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (opensearch-project#1485) (opensearch-project#1486) (opensearch-project#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (opensearch-project#1487) (opensearch-project#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (opensearch-project#1499) (opensearch-project#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (opensearch-project#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (opensearch-project#1498) (opensearch-project#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (opensearch-project#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (opensearch-project#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <[email protected]> * Added test Signed-off-by: Owais Kazi <[email protected]> * Fixed integ test Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]>

if model version fails to register, update model group accordingly

81a00c6

Signed-off-by: Bhavana Ramaram <[email protected]>

rbhavna had a problem deploying to ml-commons-cicd-env October 6, 2023 22:45 — with GitHub Actions Failure

rbhavna had a problem deploying to ml-commons-cicd-env October 6, 2023 22:45 — with GitHub Actions Error

rbhavna had a problem deploying to ml-commons-cicd-env October 6, 2023 22:45 — with GitHub Actions Failure

rbhavna requested a review from dhrubo-os October 6, 2023 22:50

rbhavna added the backport 2.11 label Oct 6, 2023

fix format violations

05a7364

Signed-off-by: Bhavana Ramaram <[email protected]>

rbhavna temporarily deployed to ml-commons-cicd-env October 6, 2023 22:58 — with GitHub Actions Inactive

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rbhavna temporarily deployed to ml-commons-cicd-env October 6, 2023 22:58 — with GitHub Actions Inactive

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ylwu-amzn approved these changes Oct 6, 2023

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b4sjoo approved these changes Oct 6, 2023

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rbhavna merged commit e2d2778 into opensearch-project:2.x Oct 6, 2023
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opensearch-trigger-bot bot mentioned this pull request Oct 6, 2023

[Backport 2.11] if model version fails to register, update model group accordingly #1464

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rbhavna mentioned this pull request Nov 16, 2023

Backport multiple PRs to main from 2.x #1652

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rbhavna mentioned this pull request Nov 20, 2023

Backport multiple PRs to main from 2.x #1663

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ylwu-amzn pushed a commit that referenced this pull request Nov 20, 2023

if model version fails to register, update model group accordingly (#…

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…1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]>

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if model version fails to register, update model group accordingly #1463

if model version fails to register, update model group accordingly #1463

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if model version fails to register, update model group accordingly #1463

if model version fails to register, update model group accordingly #1463

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rbhavna commented Oct 6, 2023

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