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Merge latest changes from main to 'Documentation' branch #192

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@rsareddy0329 rsareddy0329 commented Aug 5, 2025

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Aditi2424 and others added 25 commits July 18, 2025 12:24
@Aditi2424 @adishaa
Update telemetry status to be Integer for parity (#130)
223af40 
Co-authored-by: adishaa <adishaa@amazon.com>
@maheshxb
Release new version for Health Monitoring Agent (1.0.643.0_1.0.192.0)…
cf77296 
… with minor improvements and bug fixes (#137)
@jiayelamazon
Release new version for Health Monitoring Agent (1.0.674.0_1.0.199.0)…
0342f60 
… with minor improvements and bug fixes. (#139)
@mollyheamazon
update inference CLI describe command print for better visualization …
631ddf9 
…and ux (#136)
@mollyheamazon
Update inference integ test to add dependency to improve telemetry ex…
dc440c3 
…ception count data (#140)
@mollyheamazon
Manual release v3.0.1 (#143)
cc08405 
* manual release v3.0.1
@mollyheamazon
change security-monitoring metrics data destination to us-east-2 for …
079fafd 
…alarm fix (#147)
@haardm
feat: Add region detection to install Health Monitoring Agent and use…
29a16c5 
… regionalized HMA URI (#141)
@zhaoqizqwang
Add unique time string to integ test (#150)
66232ed 
* Add unique time string to integ test

* Update syntax
@mollyheamazon
update example notebook for inference CLI (#151)
9fbec4a
@rsareddy0329
Training: Main documentation update (#153)
8034a24 
* Training CLI & SDK: example notebook and README update

* Update training cli example notebook

---------

Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@zhaoqizqwang
Update inferenece SDK examples (#155)
0bcee6d 
* Update inferenece SDK examples

* Update readme
@mollyheamazon
update help text to avoid truncation (#158)
d2130e9
@rsareddy0329
Enable telemetry for cli (#165)
e3fafe0 
* Enable Hyperpod telemetry

* Enable Hyperpod telemetry

* Enable Hyperpod telemetry

* Enable Hyperpod telemetry

* Enable Hyperpod telemetry

* Enable Hyperpod telemetry

* CLI: Enable Telemetry

* CLI: Enable Telemetry

---------

Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@DaniilGlazkoTR
Add an option to disable the deployment of KubeFlow TrainingOperator (#…
293f9b9 
…102)
@nargokul
Remove unused param from documentation (#170)
9f534b4
@mollyheamazon
Update volume flag to support hostPath and pvc (#171)
ec8800d 
* update help text to avoid truncation

* update volume flag to support hostPath and pvc, before e2e testing

* clean up and e2e working

* Minor updates after PR

* update

* Added unit tests for volume, all cli unit tests passed
@pintaoz-aws
Restructure list-cluster output (#173)
95e073e 
Co-authored-by: pintaoz <pintaoz@amazon.com>
@zhaoqizqwang
Update inference config and integ tests (#167)
a8a2baf 
* Update inference config and integ tests

* Update integ tests for new canaries
@mollyheamazon
Update readme for volume flag (#176)
2908a62
@pintaoz-aws
Manual release v3.0.2 (#177)
9b7220c 
* Manual release v3.0.2

* Update changelog

---------

Co-authored-by: pintaoz <pintaoz@amazon.com>
@mollyheamazon
Add schema pattern check to pytorch-job template (#178)
36fac66 
* Update readme for volume flag

* Add schema pattern check to pytorch-job template, unit test added, all test passed locally
@papriwal
Add version comptability check between server K8s and Client python K…
0de2138 
…8s (#138)

* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s

* Fix unit test cases

* Move regex to a constant.

**Description**
- Removed an integration test case that was being mocked.
- Moved a regex to a constant.

**Testing Done**
Unit test cases pass no changes made to integration test cases and they should not be affected.

* Add k8s version validation check between server and client version according to the supported versioning constraints by k8s

* Add ref link for version comptability contraints

**Description**
Added a link to k8s documentation mentioning the constraints that rule the version compatibility of client and server.

**Testing Done**
No breaking changes.
@zhaoqizqwang
Fix training test (#184)
dcbc8fb 
* Fix SDK training test: Add wait time before refresh

* Fix training tests in canaries
@pintaoz-aws
Update logging information for submitting and deleting training job (#…
28424e4 
…189)

Co-authored-by: pintaoz <pintaoz@amazon.com>
@rsareddy0329 rsareddy0329 requested a review from a team as a code owner August 5, 2025 23:05
rsareddy0329 and others added 4 commits August 6, 2025 13:51
@rsareddy0329 @zhaoqizqwang @pintaoz-aws
Merge Documentation changes to main for Launch (#196)
17cfdbd 
* Update documentation-with-new-changes branch with latest changes from main (#190)

* Fix training test (#184)

* Fix SDK training test: Add wait time before refresh

* Fix training tests in canaries

* Update logging information for submitting and deleting training job (#189)

Co-authored-by: pintaoz <pintaoz@amazon.com>

---------

Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>

* Documentation Fixes (#191)

Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>

* update documentation with new changes branch with latest changes (#194)

* Fix training test (#184)

* Fix SDK training test: Add wait time before refresh

* Fix training tests in canaries

* Update logging information for submitting and deleting training job (#189)

Co-authored-by: pintaoz <pintaoz@amazon.com>

---------

Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>

* Documentation Fixes (#195)

* Documentation Fixes

* Documentation Fixes

---------

Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>

* Documentation Fixes (#197)

* Documentation Fixes

* Documentation Fixes

* Documentation Fixes

* Documentation Fixes

---------

Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>

* Documentation Fixes (#198)

* Documentation Fixes

* Documentation Fixes

* Documentation Fixes

* Documentation Fixes

* Documentation Fixes

---------

Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>

* Documentation fixes (#199)

* Documentation Fixes

* Documentation Fixes

* Documentation Fixes

* Documentation Fixes

* Documentation Fixes

* Documentation Fixes

---------

Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>

---------

Co-authored-by: Zhaoqi <zhaoqiwang.baruch@gmail.com>
Co-authored-by: pintaoz-aws <167920275+pintaoz-aws@users.noreply.github.com>
Co-authored-by: pintaoz <pintaoz@amazon.com>
Co-authored-by: Roja Reddy Sareddy <rsareddy@amazon.com>
@mohamedzeidan2021
Added new column 'deploymeny configs' to the itable that allows user'…
6553766 
…s to view SDK config code (#188)

Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@zhaoqizqwang
Add instance type support for ml.p6e-gb200.36xlarge (#204)
63ff3b4 
* Add instance type support for ml.p6e-gb200.36xlarge

Updated support for ml.p6-b200.48xlarge as well

* Add ml.p6e-gb200.36xlarge to efa plugin
@mohamedzeidan2021
changed endpoint name from value user has to manually insert to place…
e3f697a 
…holder value (#206)

Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
aws-brianxia and others added 27 commits November 20, 2025 20:21
@aws-brianxia
Implement validation for mig profiles for Spaces (#291)
5dffc80 
* Implement validation for mig profiles when creating/updating spaces

* Update Space parameter model

* Make Space Template namespaced resource
@aws-brianxia
Parker GA issues (#296)
0afcec1 
* Update Space Template CLI to be namespaced

* Space get-logs default to the workspace container

* Remove error handling to bubble up the actual K8s errors

* Listing public Spaces

* Fix typos, elaborated text, add logic to parse idle-shutdown
@aws-brianxia
Fix the template ref regression (#300)
75affc2
@aws-brianxia
Update SageMaker Space documentation (#301)
84ff4b3
@aws-brianxia
Implement Space integration tests (#298)
2ce7ab0 
Inference tests succeeded with parker-cli code - https://quip-amazon.com/fhwhAAMht0Mm/Project-Parker-HyperPod-User-Experience-for-Data-Scientist-persona

Parker-cli integ tests pass (shown below)

These inference tests failing are known to be flaky- https://w.amazon.com/bin/view/AWS/AmazonAI/Platform/Codex/CodexInfra/Runbooks/HyperPodCLI/TroubleshootInferenceTests#HTroubleshooting
ticket has been created to fix these flaky tests - https://t.corp.amazon.com/V1943878058


Parker-cli integ tests passing

============================= test session starts ==============================
platform linux -- Python 3.11.14, pytest-8.3.2, pluggy-1.6.0 -- /root/.pyenv/versions/3.11.14/bin/python3.11
cachedir: .pytest_cache
rootdir: /codebuild/output/src1458832038/src/github.com/aws/private-sagemaker-hyperpod-cli-staging
configfile: setup.cfg
plugins: hydra-core-1.3.2, order-1.3.0, dependency-0.6.0, cov-5.0.0
collecting ... collected 39 items
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_create PASSED [  2%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_list_table PASSED [  5%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_list_json PASSED [  7%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_describe_yaml PASSED [ 10%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_describe_json PASSED [ 12%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_stop PASSED [ 15%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_start PASSED [ 17%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_update PASSED [ 20%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_get_logs PASSED [ 23%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_delete PASSED [ 25%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_list_empty_namespace PASSED [ 28%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_describe_nonexistent PASSED [ 30%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_delete_nonexistent PASSED [ 33%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_create PASSED [ 35%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_list_table PASSED [ 38%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_list_json PASSED [ 41%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_describe_yaml PASSED [ 43%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_describe_json PASSED [ 46%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_update PASSED [ 48%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_delete PASSED [ 51%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_list_empty_namespace PASSED [ 53%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_describe_nonexistent PASSED [ 56%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_delete_nonexistent PASSED [ 58%]
test/integration_tests/space/sdk/test_sdk_space.py::test_create_space PASSED [ 61%]
test/integration_tests/space/sdk/test_sdk_space.py::test_list_spaces PASSED [ 64%]
test/integration_tests/space/sdk/test_sdk_space.py::test_get_space PASSED [ 66%]
test/integration_tests/space/sdk/test_sdk_space.py::test_wait_until_running PASSED [ 69%]
test/integration_tests/space/sdk/test_sdk_space.py::test_update_space PASSED [ 71%]
test/integration_tests/space/sdk/test_sdk_space.py::test_stop_space PASSED [ 74%]
test/integration_tests/space/sdk/test_sdk_space.py::test_start_space PASSED [ 76%]
test/integration_tests/space/sdk/test_sdk_space.py::test_list_pods PASSED [ 79%]
test/integration_tests/space/sdk/test_sdk_space.py::test_get_logs PASSED [ 82%]
test/integration_tests/space/sdk/test_sdk_space.py::test_create_space_access SKIPPED [ 84%]
test/integration_tests/space/sdk/test_sdk_space.py::test_delete_space PASSED [ 87%]
test/integration_tests/space/sdk/test_sdk_space_template.py::TestHPSpaceTemplate::test_create_template PASSED [ 89%]
test/integration_tests/space/sdk/test_sdk_space_template.py::TestHPSpaceTemplate::test_list_templates PASSED [ 92%]
test/integration_tests/space/sdk/test_sdk_space_template.py::TestHPSpaceTemplate::test_get_template PASSED [ 94%]
test/integration_tests/space/sdk/test_sdk_space_template.py::TestHPSpaceTemplate::test_update_template PASSED [ 97%]
test/integration_tests/space/sdk/test_sdk_space_template.py::TestHPSpaceTemplate::test_delete_template PASSED [100%]
=============================== warnings summary ===============================
merge conflicts fixed
caf618d
@oyangz
Update README for fractional gpu support (#294)
1098ff2 
* Update README for fractional gpu support

* update pytorch job example

* add example for accelerator partitions
merge conflicts from js template and inference
f9a6582
update changelog
a82841b
uncommented install req
0c1cc04
uncommented
8876288
fixed uncomment
532ebae
@shantanutrip
Upgrade Inference Operator Version (#327)
2d6c491
@mohamedzeidan2021 @yungwenh-aws
@mollyheamazon @brianFruit @aws-brianxia @oyangz
Integ test 2 (#326)
d462243 
* feat: Implement elastic training cli arguments (#273)

* feat: Implement elastic training cli arguments

* Add elastic training unified config and unit test

* Add graceful shutdown and scaling timeout to cli args

* Revert "feat: Implement elastic training cli arguments (#273)"

This reverts commit 18428ef2b1c0562bf51a9a4b4aa2914eed441259.

* Add dev_space_constants.py (#255)

Co-authored-by: Brian Xia <brianxia@amazon.com>

* Add dev_space_access_constants.py (#256)

Co-authored-by: Brian Xia <brianxia@amazon.com>

* Add space_admin_config_constants.py (#257)

Co-authored-by: Brian Xia <brianxia@amazon.com>

* Add template package only (#261)

Co-authored-by: Brian Xia <brianxia@amazon.com>

* Add dev_space.py CLI command (#263)

* Add dev_space.py CLI command

* Add dev space unit tests

---------

Co-authored-by: Brian Xia <brianxia@amazon.com>

* Add dev_space_utils.py to work with the dev space template model (#262)

* Add dev_space_utils.py

* Add unit tests for dev_space_utils

---------

Co-authored-by: Brian Xia <brianxia@amazon.com>

* Add dev space CLI (#269)

* Rename dev space to space (#272)

* Update the Space model and constants per latest operator (#275)

* Add space_admin_config.py CLI command (#260)

* Add space_admin_config.py CLI command

* Update the space admin config to space template

---------

Co-authored-by: Brian Xia <brianxia@amazon.com>

* Implement CRUD operations for Space PySDK (#267)

* Implement CRUD operations for Space PySDK

* Update Space PySDK per new schema

* Update Space PySDK per new schema

* Implement the pySDK for the Space Template (#282)

* Refactor Space CLI using the Space PySDK (#281)

* Implement CRUD operations for Space PySDK

* Update Space PySDK per new schema

* Refactor CLI to use the PySDK

* Add dev_space_access.py CLI command (#259)

* Add dev_space_access.py CLI command

* Add space access creation to pySDK and refactor space access CLI

---------

Co-authored-by: Brian Xia <brianxia@amazon.com>

* Listing space will filter out the spaces not created by the current user (#285)

* Implement CRUD operations for Space PySDK

* Update Space PySDK per new schema

* Implement CRUD operations for Space PySDK

* Update Space PySDK per new schema

* Update Space PySDK per new schema

* Implement space list pagination and creator filtering

* Refactor space template with PySDK (#286)

* Add additional Space parameters for resources including the fractional GPU (#287)

* Implement validation for mig profiles for Spaces (#291)

* Implement validation for mig profiles when creating/updating spaces

* Update Space parameter model

* Make Space Template namespaced resource

* Parker GA issues (#296)

* Update Space Template CLI to be namespaced

* Space get-logs default to the workspace container

* Remove error handling to bubble up the actual K8s errors

* Listing public Spaces

* Fix typos, elaborated text, add logic to parse idle-shutdown

* Fix the template ref regression (#300)

* Update SageMaker Space documentation (#301)

* Implement Space integration tests (#298)

Inference tests succeeded with parker-cli code - https://quip-amazon.com/fhwhAAMht0Mm/Project-Parker-HyperPod-User-Experience-for-Data-Scientist-persona

Parker-cli integ tests pass (shown below)

These inference tests failing are known to be flaky- https://w.amazon.com/bin/view/AWS/AmazonAI/Platform/Codex/CodexInfra/Runbooks/HyperPodCLI/TroubleshootInferenceTests#HTroubleshooting
ticket has been created to fix these flaky tests - https://t.corp.amazon.com/V1943878058


Parker-cli integ tests passing

============================= test session starts ==============================
platform linux -- Python 3.11.14, pytest-8.3.2, pluggy-1.6.0 -- /root/.pyenv/versions/3.11.14/bin/python3.11
cachedir: .pytest_cache
rootdir: /codebuild/output/src1458832038/src/github.com/aws/private-sagemaker-hyperpod-cli-staging
configfile: setup.cfg
plugins: hydra-core-1.3.2, order-1.3.0, dependency-0.6.0, cov-5.0.0
collecting ... collected 39 items
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_create PASSED [  2%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_list_table PASSED [  5%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_list_json PASSED [  7%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_describe_yaml PASSED [ 10%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_describe_json PASSED [ 12%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_stop PASSED [ 15%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_start PASSED [ 17%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_update PASSED [ 20%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_get_logs PASSED [ 23%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_delete PASSED [ 25%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_list_empty_namespace PASSED [ 28%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_describe_nonexistent PASSED [ 30%]
test/integration_tests/space/cli/test_cli_space.py::TestSpaceCLI::test_space_delete_nonexistent PASSED [ 33%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_create PASSED [ 35%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_list_table PASSED [ 38%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_list_json PASSED [ 41%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_describe_yaml PASSED [ 43%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_describe_json PASSED [ 46%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_update PASSED [ 48%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_delete PASSED [ 51%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_list_empty_namespace PASSED [ 53%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_describe_nonexistent PASSED [ 56%]
test/integration_tests/space/cli/test_cli_space_template.py::TestSpaceTemplateCLI::test_space_template_delete_nonexistent PASSED [ 58%]
test/integration_tests/space/sdk/test_sdk_space.py::test_create_space PASSED [ 61%]
test/integration_tests/space/sdk/test_sdk_space.py::test_list_spaces PASSED [ 64%]
test/integration_tests/space/sdk/test_sdk_space.py::test_get_space PASSED [ 66%]
test/integration_tests/space/sdk/test_sdk_space.py::test_wait_until_running PASSED [ 69%]
test/integration_tests/space/sdk/test_sdk_space.py::test_update_space PASSED [ 71%]
test/integration_tests/space/sdk/test_sdk_space.py::test_stop_space PASSED [ 74%]
test/integration_tests/space/sdk/test_sdk_space.py::test_start_space PASSED [ 76%]
test/integration_tests/space/sdk/test_sdk_space.py::test_list_pods PASSED [ 79%]
test/integration_tests/space/sdk/test_sdk_space.py::test_get_logs PASSED [ 82%]
test/integration_tests/space/sdk/test_sdk_space.py::test_create_space_access SKIPPED [ 84%]
test/integration_tests/space/sdk/test_sdk_space.py::test_delete_space PASSED [ 87%]
test/integration_tests/space/sdk/test_sdk_space_template.py::TestHPSpaceTemplate::test_create_template PASSED [ 89%]
test/integration_tests/space/sdk/test_sdk_space_template.py::TestHPSpaceTemplate::test_list_templates PASSED [ 92%]
test/integration_tests/space/sdk/test_sdk_space_template.py::TestHPSpaceTemplate::test_get_template PASSED [ 94%]
test/integration_tests/space/sdk/test_sdk_space_template.py::TestHPSpaceTemplate::test_update_template PASSED [ 97%]
test/integration_tests/space/sdk/test_sdk_space_template.py::TestHPSpaceTemplate::test_delete_template PASSED [100%]
=============================== warnings summary ===============================

* merge conflicts fixed

* Update README for fractional gpu support (#294)

* Update README for fractional gpu support

* update pytorch job example

* add example for accelerator partitions

* merge conflicts from js template and inference

* update changelog

* uncommented install req

* uncommented

* fixed uncomment

---------

Co-authored-by: Sophia <yungwenh@amazon.com>
Co-authored-by: Molly He <mollyhe@amazon.com>
Co-authored-by: Brian Xia <brianfruitose@gmail.com>
Co-authored-by: Brian Xia <brianxia@amazon.com>
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
Co-authored-by: Ophelia Yang <86372475+oyangz@users.noreply.github.com>
custom template pr
4b22625
Merge branch 'main' of https://github.com/aws/sagemaker-hyperpod-cli
73b71bc
@mohamedzeidan2021
pyproj version update (#328)
e0f6732 
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@mohamedzeidan2021
version change (#329)
0eba08f 
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
@mollyheamazon
Documentation update for init experience (#271) (#331)
75933a6 
* update documentation to add init experience for all templates

* minor update

* add example notebooks to documentation, add delete SDK command to readme, update init experience documentation flow
@mbnavali
Update to include additional permissions needed by the inference oper…
36140e3 
…ator (#332)
@chad119
integration test for jumpstart with mig profile (#334)
3b93c33 
* integration test for jumpstart with mig profile

* template fix for mig with jumpstart

* skipped mig tests until instances setup finished

---------

Co-authored-by: Chad Chiang <chadchc@amazon.com>
@mollyheamazon
Patch fix release v1.1.1 for template 1.1 issue (#336)
530792a
@mollyheamazon
Consolidate debug flag to show kubernates exception (#335)
2b26f75 
* set template-version flag to optional for cluster create, add support for efa for pytorch job, remove default request and limits when instance type is none

* fix gpu allocation validation error

* remove redundant

* fix unit test and expand logic to memory and vcpu field

* Follow up on merge conflict in release

* consolidate all debug flags to show kubernates exception

* Revert "Follow up on merge conflict in release"

This reverts commit c816838.

* fix unit and integ test for space

* fix more unit test for space

* change dependency for delete in init integ test
@chad119
Enable the integration tests for MIG (#337)
1aafd60 
* integration test for jumpstart with mig profile

* template fix for mig with jumpstart

* skipped mig tests until instances setup finished

* enable the mig integration tests

---------

Co-authored-by: Chad Chiang <chadchc@amazon.com>
@mollyheamazon @shantanutrip
@mohamedzeidan2021 @yungwenh-aws
Reinvent Keynote3 Elastic Training Feature Support (#341)
c64811d 
* Upgrade Inference Operator Version (#327)

* pyproj version update (#328)

Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>

* version change (#329)

Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>

* elastic training to keynote3 (#307)

* feat: Implement elastic training cli arguments (#273)

* feat: Implement elastic training cli arguments

* Add elastic training unified config and unit test

* Add graceful shutdown and scaling timeout to cli args

* Revert "feat: Implement elastic training cli arguments (#273)"

This reverts commit 18428ef2b1c0562bf51a9a4b4aa2914eed441259.

* feat: Implement elastic training cli arguments (#295)

* feat: implement elastic training cli args

* Rename args name to match crd for elastic training

* Add unit test for replcia discrete values

* Add integ test for elastic training cli

---------

Co-authored-by: Sophia <yungwenh@amazon.com>
Co-authored-by: Molly He <mollyhe@amazon.com>
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>

* version update for v3.5.0

---------

Co-authored-by: Shantanu Tripathi <shantanutripathi237@gmail.com>
Co-authored-by: Mohamed Zeidan <81834882+mohamedzeidan2021@users.noreply.github.com>
Co-authored-by: Mohamed Zeidan <zeidmo@amazon.com>
Co-authored-by: Sophia <yungwenh@amazon.com>
@yungwenh-aws
Update documentation for elastic training arguments (#343)
f89b989 
* Update documentation for elastic training arguments

* nit: Add detail descriptions for array type
@shantanutrip
Upgrade Inference Operator helm chart (#346)
170bf15
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