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fix: Support using PipelineDefinitionConfig in local mode #4352

Merged
merged 1 commit into from
Jan 24, 2024
Merged

fix: Support using PipelineDefinitionConfig in local mode #4352

merged 1 commit into from
Jan 24, 2024

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@qidewenwhen qidewenwhen commented Jan 3, 2024 •
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Issue #, if available: #4307

Using PipelineDefinitionConfig in local mode would come across the error below:

Pipeline step 'preprocess-data' FAILED. Failure message is: TypeError: create_processing_job() got multiple values for argument

Description of changes: Honor the job name defined in base_job_name if PipelineDefinitionConfig is opted in. Otherwise, it falls back to the existing behavior, which is set the job name as per the step name

Testing done: Unit tests

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

  • I have read the CONTRIBUTING doc
  • I certify that the changes I am introducing will be backward compatible, and I have discussed concerns about this, if any, with the Python SDK team
  • I used the commit message format described in CONTRIBUTING
  • I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have added unit and/or integration tests as appropriate to ensure backward compatibility of the changes
  • I have checked that my tests are not configured for a specific region or account (if appropriate)
  • I have used unique_name_from_base to create resource names in integ tests (if appropriate)

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

@qidewenwhen qidewenwhen requested a review from a team as a code owner January 3, 2024 19:57
@qidewenwhen qidewenwhen requested review from knikure and removed request for a team January 3, 2024 19:57
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codecov-commenter commented Jan 3, 2024 •
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Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (086c946) 86.89% compared to head (2196f23) 86.82%.
Report is 12 commits behind head on master.

Additional details and impacted files 
@@            Coverage Diff             @@
##           master    #4352      +/-   ##
==========================================
- Coverage   86.89%   86.82%   -0.08%     
==========================================
  Files        1197      380     -817     
  Lines      106830    35216   -71614     
==========================================
- Hits        92830    30576   -62254     
+ Misses      14000     4640    -9360

☔ View full report in Codecov by Sentry.
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/bot run local-mode-tests

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qidewenwhen commented Jan 19, 2024
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/bot run unit-tests

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/bot run local-mode-tests

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/bot run pr

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@knikure knikure merged commit 562cc63 into aws:master Jan 24, 2024
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samruds pushed a commit to samruds/sagemaker-python-sdk that referenced this pull request Jan 30, 2024
@qidewenwhen @samruds
fix: Support using PipelineDefinitionConfig in local mode (aws#4352)
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suryans-commit pushed a commit to suryans-commit/sagemaker-python-sdk that referenced this pull request Feb 5, 2024
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fix: Support using PipelineDefinitionConfig in local mode (aws#4352)
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benieric added a commit that referenced this pull request Feb 8, 2024
@suryans-commit @sagemaker-bot
@qidewenwhen @keshav-chandak @stacicho @Teng-xu @gwang111 @akrishna1995 @mchoi8739 @xxycrab @evakravi @martinRenou @trungleduc @ruiliann666 @ananth102 @mufaddal-rohawala @benieric @mufiAmazon @amzn-choeric @sirutBuasai @sindhuvahinis @svia3 @haixiw @psnilesh @jiapinw @jgoyani1 @jmahlik @makungaj1
feature: Support collection type and target store for feature store i…
6925cbc 
…ngestion. (#4413)

* change: update image_uri_configs  12-13-2023 12:23:06 PST

* change: update image_uri_configs  12-13-2023 14:04:54 PST

* prepare release v2.200.1

* update development version to v2.200.2.dev0

* fix: Move func and args serialization of function step to step level (#4312)

* fix: Add write permission to job output dirs for remote and step decorator running on non-root job user (#4325)

* feat: Added update for model package (#4309)

Co-authored-by: Keshav Chandak <chakesh@amazon.com>

* documentation: fix ModelBuilder sample notebook links (#4319)

* feat: Use specific images for SMP v2 jobs (#4333)

* Add check for smp lib

* update syntax

* Remove unused images

* Update repo name and regions

* Update account number

* Update framework name and check for None distribution

* Add unit tests for smp v2 uri

* Check enabled

* Remove logging

* Add cuda version in uri

* Update cu121

* Update syntax

* Fix black check

* Fix black

---------

Co-authored-by: huilgolr <yoda@ip-10-0-12-252.us-west-2.compute.internal>

* Fix: Updated js mb compression logic - ModelBuilder (#4294)

Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>

* documentation: SMP v2 doc updates (#1423) (#4336)

* doc update for estimator distribution art

* add note to the SMP doc and minor fixes

* remove subnodes

* rm all v1 content as documenting everything in aws docs

* fix build errors

* fix white spaces

* rm smdistributed from TF estimator distribution

* rm white spaces

* add notes to TF estimator distribution

* fix links

* incorporate feedback

* update example values

* fix version numbers in the notes

Co-authored-by: Miyoung <cmiyoung@amazon.com>

* prepare release v2.201.0

* update development version to v2.201.1.dev0

* Fix: Add additional model builder telemetry (#4334)

* move telemetry code to public

* add additional test

---------

Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>

* feature: support remote debug for sagemaker training job (#4315)

* feature: support remote debug for sagemaker training job

* change: Replace update_remote_config with 2 helper methods for enable and disable respectively

* change: add new argument enable_remote_debug to skip set of test_jumpstart_estimator_kwargs_match_parent_class

* chore: add jumpstart support for remote debug

---------

Co-authored-by: Xinyu Xie <xixinyu@amazon.com>
Co-authored-by: Evan Kravitz <evakravi@amazon.com>

* Update tblib constraint (#4317)

* Fix: Fix job_objective type (#4303)

* change: update image_uri_configs  12-21-2023 08:32:41 PST

* prepare release v2.202.0

* update development version to v2.202.1.dev0

* Using logging instead of prints (#4133)

* documentation: update issue template. (#4337)

* change: update model path in local mode (#4296)

* Update model path in local mode

* Add test

* change: update image_uri_configs  12-22-2023 06:17:35 PST

* prepare release v2.202.1

* update development version to v2.202.2.dev0

* change: create role if needed in `get_execution_role` (#4323)

* Create role if needed in get_execution_role

* Add tests

* Change: More pythonic tags (#4327)

* Change: More pythonic tags

* Fix broken tags

* More tags formatting and add a test

* Fix tests

* Raise Exception for debug (#4344)

Co-authored-by: Ruilian Gao <ruiliann@amazon.com>

* Change: Allow extra_args to be passed to uploader (#4338)

* Change: Allow extra_args to be passed to uploader

* Fix tests

* Black

* Fix test

* Change: Drop py2 tag from the wheel as we don't support Python 2 (#4343)

* Disable failed test in IR (#4345)

* Disable failed test in IR

* Fix format

---------

Co-authored-by: Ruilian Gao <ruiliann@amazon.com>

* change: update image_uri_configs  12-25-2023 06:17:33 PST

* feat: Supporting tbac in load_run (#4039)

* feature: support local mode in SageMaker Studio (#1300) (#4347)

* feature: support local mode in SageMaker Studio

* chore: fix typo

* chore: fix formatting

* chore: revert changes for docker compose logs

* chore: black-format

* change: Use predtermined dns-allow-listed-hostname for Studio Local Support

* add support for CodeEditor and JupyterLabs

---------

Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>
Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>

* prepare release v2.203.0

* update development version to v2.203.1.dev0

* change: update image_uri_configs  12-29-2023 06:17:34 PST

* query hf api for model md (#4346)

Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>

* fix: skip failing integs (#4348)

Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>

* change: TGI 1.3.3 (#4335)

* prepare release v2.203.1

* update development version to v2.203.2.dev0

* feat: parallelize notebook search utils, add new operators (#4342)

* feat: parallelize notebook search utils

* chore: raise exception in notebook utils if thread has error

* chore: improve variable name

* fix: not passing region to get jumpstart bucket

* chore: add sagemaker session to notebook utils

* chore: address PR comments

* feat: add support for includes, begins with, ends with

* fix: pylint

* feat: private util for model eula key

* fix: unit tests, use verify_model_region_and_return_specs in notebook utils

* Revert "feat: private util for model eula key"

This reverts commit e2daefc.

* chore: add search keywords to header

* fix: change ConditionNot incorrect property Expression to Condition (#4351)

* fix: Huggingface glue failing tests (#4367)

* fix: Huggingface glue failing tests

* fix: Sphinx doc build failure

* fix: Huggingface glue failing tests

* fix: failing sphinx tests

* fix: failing sphinx tests

* fix: failing black check

* fix: sphinx doc errors

* fix: sphinx doc errors

* sphinx

* black-format

* sphinx

* sphinx

* sphinx

---------

Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>
Co-authored-by: Erick Benitez-Ramos <benieric@amazon.com>

* fix: Add PyTorch 2.1.0 SM Training DLC to UNSUPPORTED_DLC_IMAGE_FOR_SM_PARALLELISM list (#4356)

* add 2.1 unsupported smddp

* formatting

* feat: Support custom repack model settings (#4328)

* change: update sphinx version (#4377)

* change: update sphinx version

* Update sphinx

* change: Updates for DJL 0.26.0 release (#4366)

* change: TGI NeuronX (#4375)

* TGI NeuronX

* Update

* Update

* fix: add warning message for job-prefixed pipeline steps when no job name is provided (#4371)

Co-authored-by: svia3 <svia@amazon.com>

* change: JumpStart - TLV region launch (#4379)

* feat: add throughput management support for feature group (#4359)

* feat: add throughput management support for feature group

* documentation: add doc for feature group throughput config

---------

Co-authored-by: Nilesh PS <psnilesh@amazon.com>

* change: Enable galactus integ tests (#4376)

* feat: Enable galactus integ tests

* fix flake8

* fix doc8

* trying to see if it works with slow tests

* small fixes in import error

* fix missing import

* try to remove some dependencies from requirement to see if pr test can be fixed

* fix flake8

* Enable more tests

* Add rerun annotation and further remove dependencies

* comment out 2 integ tests

* Remove local mode test for now

* fix flake8

* prepare release v2.204.0

* update development version to v2.204.1.dev0

* fix: Add validation for empty ParameterString value in start local pipeline (#4354)

* feat: Support selective pipeline execution for function step (#4372)

* change: update image_uri_configs  01-24-2024 06:17:33 PST

* fix: update get_execution_role_arn from metadata file if present (#4388)

* fix: Support using PipelineDefinitionConfig in local mode (#4352)

* fix: remove fastapi and uvicorn dependencies (#4365)

They are not used in the codebase.

Closes #4361 #4295

* prepare release v2.205.0

* update development version to v2.205.1.dev0

* change: TGI NeuronX 0.0.17 (#4390)

* fix: Support PipelineVariable for ModelQualityCheckConfig attributes (#4353)

* feat: Logic to detect hardware GPU count and aggregate GPU memory size in MiB (#4389)

* Add logic to detect hardware GPU count and aggregate GPU memory size in MiB

* Fix all formatting

* Addressed PR review comments

* Addressed PR Review messages

* Addressed PR Review Messages

* Addressed PR Review comments

* Addressed PR Review Comments

* Add integration tests

* Add config

* Fix integration tests

* Include Instance Types GPU infor Config files

* Addressed PR review comments

* Fix unit tests

* Fix unit test: 'Mock' object is not subscriptable

---------

Co-authored-by: Jonathan Makunga <makung@amazon.com>

* fix: fixed create monitoring schedule failing after validation error (#4385)

Co-authored-by: Keshav Chandak <chakesh@amazon.com>

* Add collection type support for Feaure Group Ingestion.
Add TargetStores support for PutRecord and Ingestion.

* Remove merge conflicts.

* Update the feature definition type

* Black formatting

* Fix Flake8 formatting

* Fix Pylint

* Fix Formatting.

---------

Co-authored-by: sagemaker-bot <sagemaker-bot@amazon.com>
Co-authored-by: ci <ci>
Co-authored-by: qidewenwhen <32910701+qidewenwhen@users.noreply.github.com>
Co-authored-by: Keshav Chandak <keshav.chandak1995@gmail.com>
Co-authored-by: Keshav Chandak <chakesh@amazon.com>
Co-authored-by: stacicho <stacicho@amazon.com>
Co-authored-by: Teng-xu <67929972+Teng-xu@users.noreply.github.com>
Co-authored-by: huilgolr <yoda@ip-10-0-12-252.us-west-2.compute.internal>
Co-authored-by: Gary Wang <38331932+gwang111@users.noreply.github.com>
Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>
Co-authored-by: akrishna1995 <38850354+akrishna1995@users.noreply.github.com>
Co-authored-by: Miyoung <cmiyoung@amazon.com>
Co-authored-by: Xinyu Xie <xiexinyucrab@126.com>
Co-authored-by: Xinyu Xie <xixinyu@amazon.com>
Co-authored-by: Evan Kravitz <evakravi@amazon.com>
Co-authored-by: martinRenou <martin.renou@gmail.com>
Co-authored-by: Duc Trung Le <leductrungxf@gmail.com>
Co-authored-by: ruiliann666 <141953824+ruiliann666@users.noreply.github.com>
Co-authored-by: Ruilian Gao <ruiliann@amazon.com>
Co-authored-by: ananth102 <ananthbashyam1@gmail.com>
Co-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com>
Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>
Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>
Co-authored-by: amzn-choeric <105388439+amzn-choeric@users.noreply.github.com>
Co-authored-by: evakravi <69981223+evakravi@users.noreply.github.com>
Co-authored-by: Erick Benitez-Ramos <benieric@amazon.com>
Co-authored-by: Sirut Buasai <73297481+sirutBuasai@users.noreply.github.com>
Co-authored-by: Sindhu Somasundaram <56774226+sindhuvahinis@users.noreply.github.com>
Co-authored-by: Stephen Via <51342648+svia3@users.noreply.github.com>
Co-authored-by: svia3 <svia@amazon.com>
Co-authored-by: Haixin Wang <98612668+haixiw@users.noreply.github.com>
Co-authored-by: Nilesh PS <nps17thatsme@gmail.com>
Co-authored-by: Nilesh PS <psnilesh@amazon.com>
Co-authored-by: jiapinw <95885824+jiapinw@users.noreply.github.com>
Co-authored-by: Jay Goyani <135654128+jgoyani1@users.noreply.github.com>
Co-authored-by: Justin <justinm088@hotmail.com>
Co-authored-by: Jonathan Makunga <54963715+makungaj1@users.noreply.github.com>
Co-authored-by: Jonathan Makunga <makung@amazon.com>
Captainia pushed a commit to Captainia/sagemaker-python-sdk that referenced this pull request Feb 29, 2024
@suryans-commit @sagemaker-bot
@qidewenwhen @keshav-chandak @stacicho @Teng-xu @gwang111 @akrishna1995 @mchoi8739 @xxycrab @evakravi @martinRenou @trungleduc @ruiliann666 @ananth102 @mufaddal-rohawala @benieric @mufiAmazon @amzn-choeric @sirutBuasai @sindhuvahinis @svia3 @haixiw @psnilesh @jiapinw @jgoyani1 @jmahlik @makungaj1
feature: Support collection type and target store for feature store i…
36b0966 
…ngestion. (aws#4413)

* change: update image_uri_configs  12-13-2023 12:23:06 PST

* change: update image_uri_configs  12-13-2023 14:04:54 PST

* prepare release v2.200.1

* update development version to v2.200.2.dev0

* fix: Move func and args serialization of function step to step level (aws#4312)

* fix: Add write permission to job output dirs for remote and step decorator running on non-root job user (aws#4325)

* feat: Added update for model package (aws#4309)

Co-authored-by: Keshav Chandak <chakesh@amazon.com>

* documentation: fix ModelBuilder sample notebook links (aws#4319)

* feat: Use specific images for SMP v2 jobs (aws#4333)

* Add check for smp lib

* update syntax

* Remove unused images

* Update repo name and regions

* Update account number

* Update framework name and check for None distribution

* Add unit tests for smp v2 uri

* Check enabled

* Remove logging

* Add cuda version in uri

* Update cu121

* Update syntax

* Fix black check

* Fix black

---------

Co-authored-by: huilgolr <yoda@ip-10-0-12-252.us-west-2.compute.internal>

* Fix: Updated js mb compression logic - ModelBuilder (aws#4294)

Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>

* documentation: SMP v2 doc updates (aws#1423) (aws#4336)

* doc update for estimator distribution art

* add note to the SMP doc and minor fixes

* remove subnodes

* rm all v1 content as documenting everything in aws docs

* fix build errors

* fix white spaces

* rm smdistributed from TF estimator distribution

* rm white spaces

* add notes to TF estimator distribution

* fix links

* incorporate feedback

* update example values

* fix version numbers in the notes

Co-authored-by: Miyoung <cmiyoung@amazon.com>

* prepare release v2.201.0

* update development version to v2.201.1.dev0

* Fix: Add additional model builder telemetry (aws#4334)

* move telemetry code to public

* add additional test

---------

Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>

* feature: support remote debug for sagemaker training job (aws#4315)

* feature: support remote debug for sagemaker training job

* change: Replace update_remote_config with 2 helper methods for enable and disable respectively

* change: add new argument enable_remote_debug to skip set of test_jumpstart_estimator_kwargs_match_parent_class

* chore: add jumpstart support for remote debug

---------

Co-authored-by: Xinyu Xie <xixinyu@amazon.com>
Co-authored-by: Evan Kravitz <evakravi@amazon.com>

* Update tblib constraint (aws#4317)

* Fix: Fix job_objective type (aws#4303)

* change: update image_uri_configs  12-21-2023 08:32:41 PST

* prepare release v2.202.0

* update development version to v2.202.1.dev0

* Using logging instead of prints (aws#4133)

* documentation: update issue template. (aws#4337)

* change: update model path in local mode (aws#4296)

* Update model path in local mode

* Add test

* change: update image_uri_configs  12-22-2023 06:17:35 PST

* prepare release v2.202.1

* update development version to v2.202.2.dev0

* change: create role if needed in `get_execution_role` (aws#4323)

* Create role if needed in get_execution_role

* Add tests

* Change: More pythonic tags (aws#4327)

* Change: More pythonic tags

* Fix broken tags

* More tags formatting and add a test

* Fix tests

* Raise Exception for debug (aws#4344)

Co-authored-by: Ruilian Gao <ruiliann@amazon.com>

* Change: Allow extra_args to be passed to uploader (aws#4338)

* Change: Allow extra_args to be passed to uploader

* Fix tests

* Black

* Fix test

* Change: Drop py2 tag from the wheel as we don't support Python 2 (aws#4343)

* Disable failed test in IR (aws#4345)

* Disable failed test in IR

* Fix format

---------

Co-authored-by: Ruilian Gao <ruiliann@amazon.com>

* change: update image_uri_configs  12-25-2023 06:17:33 PST

* feat: Supporting tbac in load_run (aws#4039)

* feature: support local mode in SageMaker Studio (aws#1300) (aws#4347)

* feature: support local mode in SageMaker Studio

* chore: fix typo

* chore: fix formatting

* chore: revert changes for docker compose logs

* chore: black-format

* change: Use predtermined dns-allow-listed-hostname for Studio Local Support

* add support for CodeEditor and JupyterLabs

---------

Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>
Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>

* prepare release v2.203.0

* update development version to v2.203.1.dev0

* change: update image_uri_configs  12-29-2023 06:17:34 PST

* query hf api for model md (aws#4346)

Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>

* fix: skip failing integs (aws#4348)

Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>

* change: TGI 1.3.3 (aws#4335)

* prepare release v2.203.1

* update development version to v2.203.2.dev0

* feat: parallelize notebook search utils, add new operators (aws#4342)

* feat: parallelize notebook search utils

* chore: raise exception in notebook utils if thread has error

* chore: improve variable name

* fix: not passing region to get jumpstart bucket

* chore: add sagemaker session to notebook utils

* chore: address PR comments

* feat: add support for includes, begins with, ends with

* fix: pylint

* feat: private util for model eula key

* fix: unit tests, use verify_model_region_and_return_specs in notebook utils

* Revert "feat: private util for model eula key"

This reverts commit e2daefc.

* chore: add search keywords to header

* fix: change ConditionNot incorrect property Expression to Condition (aws#4351)

* fix: Huggingface glue failing tests (aws#4367)

* fix: Huggingface glue failing tests

* fix: Sphinx doc build failure

* fix: Huggingface glue failing tests

* fix: failing sphinx tests

* fix: failing sphinx tests

* fix: failing black check

* fix: sphinx doc errors

* fix: sphinx doc errors

* sphinx

* black-format

* sphinx

* sphinx

* sphinx

---------

Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>
Co-authored-by: Erick Benitez-Ramos <benieric@amazon.com>

* fix: Add PyTorch 2.1.0 SM Training DLC to UNSUPPORTED_DLC_IMAGE_FOR_SM_PARALLELISM list (aws#4356)

* add 2.1 unsupported smddp

* formatting

* feat: Support custom repack model settings (aws#4328)

* change: update sphinx version (aws#4377)

* change: update sphinx version

* Update sphinx

* change: Updates for DJL 0.26.0 release (aws#4366)

* change: TGI NeuronX (aws#4375)

* TGI NeuronX

* Update

* Update

* fix: add warning message for job-prefixed pipeline steps when no job name is provided (aws#4371)

Co-authored-by: svia3 <svia@amazon.com>

* change: JumpStart - TLV region launch (aws#4379)

* feat: add throughput management support for feature group (aws#4359)

* feat: add throughput management support for feature group

* documentation: add doc for feature group throughput config

---------

Co-authored-by: Nilesh PS <psnilesh@amazon.com>

* change: Enable galactus integ tests (aws#4376)

* feat: Enable galactus integ tests

* fix flake8

* fix doc8

* trying to see if it works with slow tests

* small fixes in import error

* fix missing import

* try to remove some dependencies from requirement to see if pr test can be fixed

* fix flake8

* Enable more tests

* Add rerun annotation and further remove dependencies

* comment out 2 integ tests

* Remove local mode test for now

* fix flake8

* prepare release v2.204.0

* update development version to v2.204.1.dev0

* fix: Add validation for empty ParameterString value in start local pipeline (aws#4354)

* feat: Support selective pipeline execution for function step (aws#4372)

* change: update image_uri_configs  01-24-2024 06:17:33 PST

* fix: update get_execution_role_arn from metadata file if present (aws#4388)

* fix: Support using PipelineDefinitionConfig in local mode (aws#4352)

* fix: remove fastapi and uvicorn dependencies (aws#4365)

They are not used in the codebase.

Closes aws#4361 aws#4295

* prepare release v2.205.0

* update development version to v2.205.1.dev0

* change: TGI NeuronX 0.0.17 (aws#4390)

* fix: Support PipelineVariable for ModelQualityCheckConfig attributes (aws#4353)

* feat: Logic to detect hardware GPU count and aggregate GPU memory size in MiB (aws#4389)

* Add logic to detect hardware GPU count and aggregate GPU memory size in MiB

* Fix all formatting

* Addressed PR review comments

* Addressed PR Review messages

* Addressed PR Review Messages

* Addressed PR Review comments

* Addressed PR Review Comments

* Add integration tests

* Add config

* Fix integration tests

* Include Instance Types GPU infor Config files

* Addressed PR review comments

* Fix unit tests

* Fix unit test: 'Mock' object is not subscriptable

---------

Co-authored-by: Jonathan Makunga <makung@amazon.com>

* fix: fixed create monitoring schedule failing after validation error (aws#4385)

Co-authored-by: Keshav Chandak <chakesh@amazon.com>

* Add collection type support for Feaure Group Ingestion.
Add TargetStores support for PutRecord and Ingestion.

* Remove merge conflicts.

* Update the feature definition type

* Black formatting

* Fix Flake8 formatting

* Fix Pylint

* Fix Formatting.

---------

Co-authored-by: sagemaker-bot <sagemaker-bot@amazon.com>
Co-authored-by: ci <ci>
Co-authored-by: qidewenwhen <32910701+qidewenwhen@users.noreply.github.com>
Co-authored-by: Keshav Chandak <keshav.chandak1995@gmail.com>
Co-authored-by: Keshav Chandak <chakesh@amazon.com>
Co-authored-by: stacicho <stacicho@amazon.com>
Co-authored-by: Teng-xu <67929972+Teng-xu@users.noreply.github.com>
Co-authored-by: huilgolr <yoda@ip-10-0-12-252.us-west-2.compute.internal>
Co-authored-by: Gary Wang <38331932+gwang111@users.noreply.github.com>
Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>
Co-authored-by: akrishna1995 <38850354+akrishna1995@users.noreply.github.com>
Co-authored-by: Miyoung <cmiyoung@amazon.com>
Co-authored-by: Xinyu Xie <xiexinyucrab@126.com>
Co-authored-by: Xinyu Xie <xixinyu@amazon.com>
Co-authored-by: Evan Kravitz <evakravi@amazon.com>
Co-authored-by: martinRenou <martin.renou@gmail.com>
Co-authored-by: Duc Trung Le <leductrungxf@gmail.com>
Co-authored-by: ruiliann666 <141953824+ruiliann666@users.noreply.github.com>
Co-authored-by: Ruilian Gao <ruiliann@amazon.com>
Co-authored-by: ananth102 <ananthbashyam1@gmail.com>
Co-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com>
Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>
Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>
Co-authored-by: amzn-choeric <105388439+amzn-choeric@users.noreply.github.com>
Co-authored-by: evakravi <69981223+evakravi@users.noreply.github.com>
Co-authored-by: Erick Benitez-Ramos <benieric@amazon.com>
Co-authored-by: Sirut Buasai <73297481+sirutBuasai@users.noreply.github.com>
Co-authored-by: Sindhu Somasundaram <56774226+sindhuvahinis@users.noreply.github.com>
Co-authored-by: Stephen Via <51342648+svia3@users.noreply.github.com>
Co-authored-by: svia3 <svia@amazon.com>
Co-authored-by: Haixin Wang <98612668+haixiw@users.noreply.github.com>
Co-authored-by: Nilesh PS <nps17thatsme@gmail.com>
Co-authored-by: Nilesh PS <psnilesh@amazon.com>
Co-authored-by: jiapinw <95885824+jiapinw@users.noreply.github.com>
Co-authored-by: Jay Goyani <135654128+jgoyani1@users.noreply.github.com>
Co-authored-by: Justin <justinm088@hotmail.com>
Co-authored-by: Jonathan Makunga <54963715+makungaj1@users.noreply.github.com>
Co-authored-by: Jonathan Makunga <makung@amazon.com>
jiapinw added a commit to jiapinw/sagemaker-python-sdk that referenced this pull request Jun 25, 2024
@suryans-commit @sagemaker-bot
@qidewenwhen @keshav-chandak @stacicho @Teng-xu @gwang111 @akrishna1995 @mchoi8739 @xxycrab @evakravi @martinRenou @trungleduc @ruiliann666 @ananth102 @mufaddal-rohawala @benieric @mufiAmazon @amzn-choeric @sirutBuasai @sindhuvahinis @svia3 @haixiw @psnilesh @jiapinw @jgoyani1 @jmahlik @makungaj1
feature: Support collection type and target store for feature store i…
3dcafdf 
…ngestion. (aws#4413)

* change: update image_uri_configs  12-13-2023 12:23:06 PST

* change: update image_uri_configs  12-13-2023 14:04:54 PST

* prepare release v2.200.1

* update development version to v2.200.2.dev0

* fix: Move func and args serialization of function step to step level (aws#4312)

* fix: Add write permission to job output dirs for remote and step decorator running on non-root job user (aws#4325)

* feat: Added update for model package (aws#4309)

Co-authored-by: Keshav Chandak <chakesh@amazon.com>

* documentation: fix ModelBuilder sample notebook links (aws#4319)

* feat: Use specific images for SMP v2 jobs (aws#4333)

* Add check for smp lib

* update syntax

* Remove unused images

* Update repo name and regions

* Update account number

* Update framework name and check for None distribution

* Add unit tests for smp v2 uri

* Check enabled

* Remove logging

* Add cuda version in uri

* Update cu121

* Update syntax

* Fix black check

* Fix black

---------

Co-authored-by: huilgolr <yoda@ip-10-0-12-252.us-west-2.compute.internal>

* Fix: Updated js mb compression logic - ModelBuilder (aws#4294)

Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>

* documentation: SMP v2 doc updates (aws#1423) (aws#4336)

* doc update for estimator distribution art

* add note to the SMP doc and minor fixes

* remove subnodes

* rm all v1 content as documenting everything in aws docs

* fix build errors

* fix white spaces

* rm smdistributed from TF estimator distribution

* rm white spaces

* add notes to TF estimator distribution

* fix links

* incorporate feedback

* update example values

* fix version numbers in the notes

Co-authored-by: Miyoung <cmiyoung@amazon.com>

* prepare release v2.201.0

* update development version to v2.201.1.dev0

* Fix: Add additional model builder telemetry (aws#4334)

* move telemetry code to public

* add additional test

---------

Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>

* feature: support remote debug for sagemaker training job (aws#4315)

* feature: support remote debug for sagemaker training job

* change: Replace update_remote_config with 2 helper methods for enable and disable respectively

* change: add new argument enable_remote_debug to skip set of test_jumpstart_estimator_kwargs_match_parent_class

* chore: add jumpstart support for remote debug

---------

Co-authored-by: Xinyu Xie <xixinyu@amazon.com>
Co-authored-by: Evan Kravitz <evakravi@amazon.com>

* Update tblib constraint (aws#4317)

* Fix: Fix job_objective type (aws#4303)

* change: update image_uri_configs  12-21-2023 08:32:41 PST

* prepare release v2.202.0

* update development version to v2.202.1.dev0

* Using logging instead of prints (aws#4133)

* documentation: update issue template. (aws#4337)

* change: update model path in local mode (aws#4296)

* Update model path in local mode

* Add test

* change: update image_uri_configs  12-22-2023 06:17:35 PST

* prepare release v2.202.1

* update development version to v2.202.2.dev0

* change: create role if needed in `get_execution_role` (aws#4323)

* Create role if needed in get_execution_role

* Add tests

* Change: More pythonic tags (aws#4327)

* Change: More pythonic tags

* Fix broken tags

* More tags formatting and add a test

* Fix tests

* Raise Exception for debug (aws#4344)

Co-authored-by: Ruilian Gao <ruiliann@amazon.com>

* Change: Allow extra_args to be passed to uploader (aws#4338)

* Change: Allow extra_args to be passed to uploader

* Fix tests

* Black

* Fix test

* Change: Drop py2 tag from the wheel as we don't support Python 2 (aws#4343)

* Disable failed test in IR (aws#4345)

* Disable failed test in IR

* Fix format

---------

Co-authored-by: Ruilian Gao <ruiliann@amazon.com>

* change: update image_uri_configs  12-25-2023 06:17:33 PST

* feat: Supporting tbac in load_run (aws#4039)

* feature: support local mode in SageMaker Studio (aws#1300) (aws#4347)

* feature: support local mode in SageMaker Studio

* chore: fix typo

* chore: fix formatting

* chore: revert changes for docker compose logs

* chore: black-format

* change: Use predtermined dns-allow-listed-hostname for Studio Local Support

* add support for CodeEditor and JupyterLabs

---------

Co-authored-by: Erick Benitez-Ramos <141277478+benieric@users.noreply.github.com>
Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>

* prepare release v2.203.0

* update development version to v2.203.1.dev0

* change: update image_uri_configs  12-29-2023 06:17:34 PST

* query hf api for model md (aws#4346)

Co-authored-by: EC2 Default User <ec2-user@ip-172-16-54-104.us-west-2.compute.internal>

* fix: skip failing integs (aws#4348)

Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>

* change: TGI 1.3.3 (aws#4335)

* prepare release v2.203.1

* update development version to v2.203.2.dev0

* feat: parallelize notebook search utils, add new operators (aws#4342)

* feat: parallelize notebook search utils

* chore: raise exception in notebook utils if thread has error

* chore: improve variable name

* fix: not passing region to get jumpstart bucket

* chore: add sagemaker session to notebook utils

* chore: address PR comments

* feat: add support for includes, begins with, ends with

* fix: pylint

* feat: private util for model eula key

* fix: unit tests, use verify_model_region_and_return_specs in notebook utils

* Revert "feat: private util for model eula key"

This reverts commit e2daefc.

* chore: add search keywords to header

* fix: change ConditionNot incorrect property Expression to Condition (aws#4351)

* fix: Huggingface glue failing tests (aws#4367)

* fix: Huggingface glue failing tests

* fix: Sphinx doc build failure

* fix: Huggingface glue failing tests

* fix: failing sphinx tests

* fix: failing sphinx tests

* fix: failing black check

* fix: sphinx doc errors

* fix: sphinx doc errors

* sphinx

* black-format

* sphinx

* sphinx

* sphinx

---------

Co-authored-by: Mufaddal Rohawala <mufi@amazon.com>
Co-authored-by: Erick Benitez-Ramos <benieric@amazon.com>

* fix: Add PyTorch 2.1.0 SM Training DLC to UNSUPPORTED_DLC_IMAGE_FOR_SM_PARALLELISM list (aws#4356)

* add 2.1 unsupported smddp

* formatting

* feat: Support custom repack model settings (aws#4328)

* change: update sphinx version (aws#4377)

* change: update sphinx version

* Update sphinx

* change: Updates for DJL 0.26.0 release (aws#4366)

* change: TGI NeuronX (aws#4375)

* TGI NeuronX

* Update

* Update

* fix: add warning message for job-prefixed pipeline steps when no job name is provided (aws#4371)

Co-authored-by: svia3 <svia@amazon.com>

* change: JumpStart - TLV region launch (aws#4379)

* feat: add throughput management support for feature group (aws#4359)

* feat: add throughput management support for feature group

* documentation: add doc for feature group throughput config

---------

Co-authored-by: Nilesh PS <psnilesh@amazon.com>

* change: Enable galactus integ tests (aws#4376)

* feat: Enable galactus integ tests

* fix flake8

* fix doc8

* trying to see if it works with slow tests

* small fixes in import error

* fix missing import

* try to remove some dependencies from requirement to see if pr test can be fixed

* fix flake8

* Enable more tests

* Add rerun annotation and further remove dependencies

* comment out 2 integ tests

* Remove local mode test for now

* fix flake8

* prepare release v2.204.0

* update development version to v2.204.1.dev0

* fix: Add validation for empty ParameterString value in start local pipeline (aws#4354)

* feat: Support selective pipeline execution for function step (aws#4372)

* change: update image_uri_configs  01-24-2024 06:17:33 PST

* fix: update get_execution_role_arn from metadata file if present (aws#4388)

* fix: Support using PipelineDefinitionConfig in local mode (aws#4352)

* fix: remove fastapi and uvicorn dependencies (aws#4365)

They are not used in the codebase.

Closes aws#4361 aws#4295

* prepare release v2.205.0

* update development version to v2.205.1.dev0

* change: TGI NeuronX 0.0.17 (aws#4390)

* fix: Support PipelineVariable for ModelQualityCheckConfig attributes (aws#4353)

* feat: Logic to detect hardware GPU count and aggregate GPU memory size in MiB (aws#4389)

* Add logic to detect hardware GPU count and aggregate GPU memory size in MiB

* Fix all formatting

* Addressed PR review comments

* Addressed PR Review messages

* Addressed PR Review Messages

* Addressed PR Review comments

* Addressed PR Review Comments

* Add integration tests

* Add config

* Fix integration tests

* Include Instance Types GPU infor Config files

* Addressed PR review comments

* Fix unit tests

* Fix unit test: 'Mock' object is not subscriptable

---------

Co-authored-by: Jonathan Makunga <makung@amazon.com>

* fix: fixed create monitoring schedule failing after validation error (aws#4385)

Co-authored-by: Keshav Chandak <chakesh@amazon.com>

* Add collection type support for Feaure Group Ingestion.
Add TargetStores support for PutRecord and Ingestion.

* Remove merge conflicts.

* Update the feature definition type

* Black formatting

* Fix Flake8 formatting

* Fix Pylint

* Fix Formatting.

---------

Co-authored-by: sagemaker-bot <sagemaker-bot@amazon.com>
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Co-authored-by: Jonathan Makunga <makung@amazon.com>
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Error running a pipeline with a Processing Job using a LocalSession
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