Adding debug hook and rules configuration with tests

[brightsparc]

Issue #28

Description of changes:

Added support for reading debugger hook and rules from the estimator and writing to the API eg:

from sagemaker.debugger import Rule, rule_configs, DebuggerHookConfig, CollectionConfig hook_config = DebuggerHookConfig( s3_output_path='s3://{0}/{1}/output/debug'.format(bucket, prefix), hook_parameters={ "save_interval": "1" }, collection_configs=[ CollectionConfig("hyperparameters"), CollectionConfig("metrics"), CollectionConfig("predictions"), CollectionConfig("labels"), CollectionConfig("feature_importance") ] ) xgb = sagemaker.estimator.Estimator( # Initialize your hook. debugger_hook_config=hook_config, # Initialize your rules for the hook rules=[Rule.sagemaker(rule_configs.confusion(), rule_parameters={ "category_no": "15", "min_diag": "0.7", "max_off_diag": "0.3", "start_step": "17", "end_step": "19"} )] ) 

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

[StepFunctions-Bot]

AWS CodeBuild CI Report

• Result: FAILED
• Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

[StepFunctions-Bot]

AWS CodeBuild CI Report

• CodeBuild project: StepFunctionsPythonSDK-integtests
• Commit ID: 53e38d9
• Result: SUCCEEDED
• Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

[StepFunctions-Bot]

AWS CodeBuild CI Report

• Result: SUCCEEDED
• Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

[StepFunctions-Bot]

AWS CodeBuild CI Report

• CodeBuild project: StepFunctionsPythonSDK-integtests
• Commit ID: 109b14b
• Result: SUCCEEDED
• Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository