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 <rbhavna@amazon.com>

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 <rbhavna@amazon.com> (cherry picked from commit e2d2778)

…1463) (#1464) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> (cherry picked from commit e2d2778) Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com>

…pensearch-project#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com>

* 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 <ylwu@amazon.com> * fix failed unit test Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> * 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 <rbhavna@amazon.com> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Using GetRequest to get model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Finalize model update API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compileTest Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix a test error Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change exception thrown to failure response Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit test for update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the update REST API endpoint Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <ylwu@amazon.com> * 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 <zaniu@amazon.com> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <zaniu@amazon.com> --------- Signed-off-by: zane-neo <zaniu@amazon.com> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <zaniu@amazon.com> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <ylwu@amazon.com> * exclude class for low coverage Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * [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 <ylwu@amazon.com> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <ylwu@amazon.com> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix ut Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix wrong class Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <ylwu@amazon.com> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <rbhavna@amazon.com> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> (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 <ylwu@amazon.com> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <xunzh@amazon.com> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <xunzh@amazon.com> * fix format violations Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile and build failure Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Improve unit test coverage Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix spotless Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Keep fixing exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Spotless fix Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add UT on parsing exception Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com>

…1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com>

* 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 <ylwu@amazon.com> * fix failed unit test Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> * 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 <rbhavna@amazon.com> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Using GetRequest to get model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Finalize model update API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compileTest Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix a test error Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change exception thrown to failure response Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit test for update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the update REST API endpoint Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <ylwu@amazon.com> * 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 <zaniu@amazon.com> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <zaniu@amazon.com> --------- Signed-off-by: zane-neo <zaniu@amazon.com> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <zaniu@amazon.com> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <ylwu@amazon.com> * exclude class for low coverage Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * [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 <ylwu@amazon.com> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <ylwu@amazon.com> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix ut Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix wrong class Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <ylwu@amazon.com> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <rbhavna@amazon.com> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> (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 <ylwu@amazon.com> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <xunzh@amazon.com> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <xunzh@amazon.com> * fix format violations Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile and build failure Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Improve unit test coverage Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix spotless Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Keep fixing exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Spotless fix Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add UT on parsing exception Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com>

* 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 <ylwu@amazon.com> * fix failed unit test Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> * 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 <rbhavna@amazon.com> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Using GetRequest to get model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Finalize model update API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compileTest Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix a test error Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change exception thrown to failure response Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit test for update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the update REST API endpoint Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <ylwu@amazon.com> * 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 <zaniu@amazon.com> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <zaniu@amazon.com> --------- Signed-off-by: zane-neo <zaniu@amazon.com> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <zaniu@amazon.com> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <ylwu@amazon.com> * exclude class for low coverage Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * [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 <ylwu@amazon.com> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <ylwu@amazon.com> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix ut Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix wrong class Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <ylwu@amazon.com> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <rbhavna@amazon.com> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> (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 <ylwu@amazon.com> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <xunzh@amazon.com> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <xunzh@amazon.com> * fix format violations Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile and build failure Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Improve unit test coverage Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix spotless Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Keep fixing exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Spotless fix Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add UT on parsing exception Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> (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 <ylwu@amazon.com> * fix failed unit test Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> * 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 <rbhavna@amazon.com> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Using GetRequest to get model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Finalize model update API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compileTest Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix a test error Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change exception thrown to failure response Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit test for update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the update REST API endpoint Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <ylwu@amazon.com> * 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 <zaniu@amazon.com> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <zaniu@amazon.com> --------- Signed-off-by: zane-neo <zaniu@amazon.com> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <zaniu@amazon.com> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <ylwu@amazon.com> * exclude class for low coverage Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * [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 <ylwu@amazon.com> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <ylwu@amazon.com> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix ut Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix wrong class Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <ylwu@amazon.com> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <rbhavna@amazon.com> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> (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 <ylwu@amazon.com> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <xunzh@amazon.com> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <xunzh@amazon.com> * fix format violations Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile and build failure Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Improve unit test coverage Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix spotless Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Keep fixing exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Spotless fix Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add UT on parsing exception Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> (cherry picked from commit 8352e69) Co-authored-by: Owais Kazi <owaiskazi19@gmail.com>

* 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 <ylwu@amazon.com> * fix failed unit test Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> * 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 <rbhavna@amazon.com> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Using GetRequest to get model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Finalize model update API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compileTest Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix a test error Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change exception thrown to failure response Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit test for update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the update REST API endpoint Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <ylwu@amazon.com> * 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 <zaniu@amazon.com> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <zaniu@amazon.com> --------- Signed-off-by: zane-neo <zaniu@amazon.com> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <zaniu@amazon.com> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <ylwu@amazon.com> * exclude class for low coverage Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * [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 <ylwu@amazon.com> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <ylwu@amazon.com> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix ut Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix wrong class Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <ylwu@amazon.com> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <rbhavna@amazon.com> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> (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 <ylwu@amazon.com> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <xunzh@amazon.com> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <xunzh@amazon.com> * fix format violations Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile and build failure Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Improve unit test coverage Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix spotless Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Keep fixing exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Spotless fix Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add UT on parsing exception Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> * Added test Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> * Fixed integ test Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com>

* 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 <ylwu@amazon.com> * fix failed unit test Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> * 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 <rbhavna@amazon.com> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Using GetRequest to get model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Finalize model update API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compileTest Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix a test error Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change exception thrown to failure response Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit test for update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the update REST API endpoint Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <ylwu@amazon.com> * 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 <zaniu@amazon.com> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <zaniu@amazon.com> --------- Signed-off-by: zane-neo <zaniu@amazon.com> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <zaniu@amazon.com> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <ylwu@amazon.com> * exclude class for low coverage Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * [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 <ylwu@amazon.com> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <ylwu@amazon.com> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix ut Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix wrong class Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <ylwu@amazon.com> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <rbhavna@amazon.com> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> (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 <ylwu@amazon.com> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <xunzh@amazon.com> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <xunzh@amazon.com> * fix format violations Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile and build failure Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Improve unit test coverage Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix spotless Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Keep fixing exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Spotless fix Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add UT on parsing exception Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> * Added test Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> * Fixed integ test Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> (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 <ylwu@amazon.com> * fix failed unit test Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> * 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 <rbhavna@amazon.com> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Using GetRequest to get model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Finalize model update API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compileTest Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix a test error Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change exception thrown to failure response Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit test for update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the update REST API endpoint Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <ylwu@amazon.com> * 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 <zaniu@amazon.com> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <zaniu@amazon.com> --------- Signed-off-by: zane-neo <zaniu@amazon.com> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <zaniu@amazon.com> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <ylwu@amazon.com> * exclude class for low coverage Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * [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 <ylwu@amazon.com> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <ylwu@amazon.com> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix ut Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix wrong class Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <ylwu@amazon.com> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <rbhavna@amazon.com> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> (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 <ylwu@amazon.com> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <xunzh@amazon.com> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <xunzh@amazon.com> * fix format violations Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile and build failure Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Improve unit test coverage Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix spotless Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Keep fixing exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Spotless fix Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add UT on parsing exception Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> * Added test Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> * Fixed integ test Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> (cherry picked from commit 6bff20d) Co-authored-by: Owais Kazi <owaiskazi19@gmail.com>

…pensearch-project#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com>

* 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 <ylwu@amazon.com> * fix failed unit test Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * throw exception when model group not found during update request (opensearch-project#1447) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * add status code to model tensor (opensearch-project#1443) (opensearch-project#1453) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * register new versions to a model group based on the name provided (opensearch-project#1452) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * fixing metrics correlation algorithm (opensearch-project#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> * 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 <rbhavna@amazon.com> * Update Model API (opensearch-project#1350) * Update Model API POC Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Using GetRequest to get model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Finalize model update API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compileTest Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix a test error Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change exception thrown to failure response Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit test for update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the update REST API endpoint Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * 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 <sicheng.song@outlook.com> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * fix update connector API (opensearch-project#1484) * fix update connector API Signed-off-by: Yaliang Wu <ylwu@amazon.com> * 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 <zaniu@amazon.com> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <zaniu@amazon.com> --------- Signed-off-by: zane-neo <zaniu@amazon.com> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <zaniu@amazon.com> * fix failed ut from PR 1472 (opensearch-project#1479) (opensearch-project#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <ylwu@amazon.com> * exclude class for low coverage Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * [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 <ylwu@amazon.com> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <ylwu@amazon.com> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix ut Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix wrong class Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <ylwu@amazon.com> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <rbhavna@amazon.com> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> (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 <ylwu@amazon.com> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * add prefix to show the error is from remote service (opensearch-project#1499) (opensearch-project#1515) Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * fix multiple docs support (opensearch-project#1516) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * adding another fix issue to the release note (opensearch-project#1498) (opensearch-project#1514) Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> * add bedrockURL to trusted connector regex list (opensearch-project#1461) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <xunzh@amazon.com> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <xunzh@amazon.com> * fix format violations Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * 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 <sicheng.song@outlook.com> * Fix compile and build failure Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Improve unit test coverage Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix spotless Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Keep fixing exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Spotless fix Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add UT on parsing exception Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com>

) * 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 <ylwu@amazon.com> * fix failed unit test Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * throw exception when model group not found during update request (opensearch-project#1447) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * add status code to model tensor (opensearch-project#1443) (opensearch-project#1453) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * register new versions to a model group based on the name provided (opensearch-project#1452) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * fixing metrics correlation algorithm (opensearch-project#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> * 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 <rbhavna@amazon.com> * Update Model API (opensearch-project#1350) * Update Model API POC Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Using GetRequest to get model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Finalize model update API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compileTest Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix a test error Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change exception thrown to failure response Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add more unit test for update model API Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Change the update REST API endpoint Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * 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 <sicheng.song@outlook.com> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * fix update connector API (opensearch-project#1484) * fix update connector API Signed-off-by: Yaliang Wu <ylwu@amazon.com> * 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 <zaniu@amazon.com> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <zaniu@amazon.com> --------- Signed-off-by: zane-neo <zaniu@amazon.com> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <zaniu@amazon.com> * fix failed ut from PR 1472 (opensearch-project#1479) (opensearch-project#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <ylwu@amazon.com> * exclude class for low coverage Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * [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 <ylwu@amazon.com> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <ylwu@amazon.com> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix ut Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> * fix wrong class Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <ylwu@amazon.com> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <ylwu@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * 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 <rbhavna@amazon.com> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> (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 <ylwu@amazon.com> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * add prefix to show the error is from remote service (opensearch-project#1499) (opensearch-project#1515) Signed-off-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <ylwu@amazon.com> * fix multiple docs support (opensearch-project#1516) Signed-off-by: Yaliang Wu <ylwu@amazon.com> * adding another fix issue to the release note (opensearch-project#1498) (opensearch-project#1514) Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> * add bedrockURL to trusted connector regex list (opensearch-project#1461) Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <xunzh@amazon.com> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <xunzh@amazon.com> * fix format violations Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> * 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 <sicheng.song@outlook.com> * Fix compile and build failure Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Improve unit test coverage Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix spotless Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix compile Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Fix exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Keep fixing exception status Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Spotless fix Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * Add UT on parsing exception Signed-off-by: Sicheng Song <sicheng.song@outlook.com> --------- Signed-off-by: Sicheng Song <sicheng.song@outlook.com> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> * Added test Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> * Fixed integ test Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> --------- Signed-off-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com> Signed-off-by: Dhrubo Saha <dhrubo@amazon.com> Signed-off-by: Sicheng Song <sicheng.song@outlook.com> Signed-off-by: Xun Zhang <xunzh@amazon.com> Signed-off-by: Owais Kazi <owaiskazi19@gmail.com> Co-authored-by: Bhavana Ramaram <rbhavna@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Dhrubo Saha <dhrubo@amazon.com> Co-authored-by: Sicheng Song <sicheng.song@outlook.com> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <zaniu@amazon.com> Co-authored-by: Xun Zhang <xunzh@amazon.com>

if model version fails to register, update model group accordingly

81a00c6

Signed-off-by: Bhavana Ramaram <rbhavna@amazon.com>

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

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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 <rbhavna@amazon.com>

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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rbhavna merged commit e2d2778 into opensearch-project:2.x Oct 6, 2023
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[Backport 2.11] if model version fails to register, update model group accordingly #1464

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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 <rbhavna@amazon.com>

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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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