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11 Commits

Author SHA1 Message Date
Nicholas Thomson 8014a44229
feat(components): AWS SageMaker - Support for assuming a role (#4212) 
* Add client assume role functionality

* Add assume_role to component.yaml files

* Update image to personal

* Update input to force NoneType on empty

* Update integration test setup with assumed role

* Add assume role integration test

* Update boto session to use refreshing credentials

* Update assume role relax trust relationship

* Add check for defined assumed role name

* Add processing assume integ test

* Add assume role unit test for main methods

* Add assume_role to all READMEs

* Update session to use AssumeRoleProvider

* Remove region from child calls to session

* Fix extra region_name in test

* Update assume role processing integ test name

* Add processing integ test to list

* Update assumed role to remain if not generated

* Update license version

* Update image tag to new version

* Add new version to Changelog
 2020-08-03 10:53:43 -07:00
Kartik Kalamadi d18ad7a563
AWS SageMaker : Use IAM Roles for Service Account (#3719) 
* don't use aws-secret and update readme for sample pipelines

* Addressed comments on PR and few more readme changes

* small changes to readme

* nit change

* Address comments
 2020-05-21 10:36:14 -07:00
Nicholas Thomson ddd1969b34
[AWS SageMaker] Unit tests for Training component (#3722) 
* Added additional training unit tests

* Add main training function tests

* Add full training test coverage

* Fix import sys

* Fix poorly named test
 2020-05-13 16:14:22 -07:00
Gautam Kumar 45bc582374
Fixing volume size default value from 1 to 30 (#3598) 2020-04-26 17:17:28 -07:00
Kartik Kalamadi 0259fe50b3
AWS Sagemaker : Use json.dumps() to better organize the input and remove data_locations (#3518) 
* construct channel input using json.dumps()

* remover data_location parameters

* add changelog

* Update version in license file and small changes to readme
 2020-04-23 12:14:07 -07:00
Redback 2fe8c0de61 [Component] Add VPC Interface Endpoint Support for SageMaker (#2299) 
* Added Private Link Components

* Updated Component Dockerfile

* Added endpoint_url to Samples
 2019-10-03 18:11:56 -07:00
Redback 12dde375b8 [Component] Add Managed Spot Training Support for SageMaker (#2219) 
* Added Spot Instance Support

* Fixed missing output configuration

* Added spot instance support to example pipelines

* Updated image to new repository
 2019-10-03 12:11:56 -07:00
carolynwang 351f4562a4 Refactor to match new samples folder structure (#1741) 2019-08-06 01:23:56 -07:00
carolynwang 3f8bcffaa7 Add SageMaker create workteam and Ground Truth components, sample demo pipeline, other minor updates (#1716) 
* Add components for workteam and Ground Truth, minor update for HPO and train, add sample pipeline demo for workteam and GT, update images

* Minor style fixes

* Address PR comments

* Refactor for new folder structure
 2019-08-05 15:33:50 -07:00
carolynwang 81b0f08a84 Update SageMaker components and sample pipeline (#1682) 
* Update HPO, train, batch transform components, add MNIST kmeans with HPO pipeline

* Minor bug fixes

* Minor bug fixes, update Dockerfiles

* Update docker images and sample pipeline

* Update all components and sample pipeline

* Delete Dockerfiles for individual component

* Typo fix in Dockerfile
 2019-07-30 12:47:51 -07:00
carolynwang 2778632ba2 Add SageMaker HPO component and sample usage in a pipeline (#1628) 
* add HPO component and sample pipeline usage

* Update Dockerfile to include HPO component

* Update docker image used in hpo component

* Update HPO readme, make HPO job name required, allow empty string for int params, reintro some default values

* Resolve a couple todos

* Add Dockerfile for HPO and update docker image used in HPO component

* Add Dockerfile for HPO
 2019-07-21 19:06:51 -07:00