Sagemaker Config for SDK Defaults#3757

Merged

claytonparnell merged 40 commits intoaws:masterfrom

Mar 29, 2023

Commits on Mar 28, 2023

feature: Added Config parser for SageMaker Python SDK (#840)

authored and
Ruban Hussain
committed
intelligent defaults - tags and encryption (#842)

rubanh
and
Ruban Hussain
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intelligent defaults - custom parameters and small fixes (#845)

rubanh
and
Ruban Hussain
committed
feature: Added support for VPC Config, EnableNetworkIsolation, KMS Key ID, Volume KMS Key ID, IAM role to be fetched from Config (#846)

authored and
Ruban Hussain
committed
fix: Make Key, Value as required fields for each "Tags" entry in the config file.

Balaji Sankar
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Ruban Hussain
committed
fix: Make 'role' as Optional for ModelQualityMonitor and DefaultModelMonitor, and fixed PROCESSING_CONFIG_PATH (#849)

authored and
Ruban Hussain
committed
Fix: Certain unit tests aren't passing sagemaker_session. Modify the logic to accommodate that case (#850)

authored and
Ruban Hussain
committed
fix: Sagemaker Config - KeyError: 'MonitoringJobDefinition' in model_monitoring
Ruban Hussain
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change: Sagemaker Config - improved readability of print statements and simplified its code
Ruban Hussain
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fix: Sagemaker Config - Reduce duplicate and misleading config-related print statements
Ruban Hussain
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fix: Sagemaker Config - add function description
Ruban Hussain
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fix: Sagemaker Config - Fix failing Integ tests, fix backwards incompatible behavior, and improved some unit tests
Ruban Hussain
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change: new integ test for sagemaker_config
Ruban Hussain
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fix: Sagemaker Config - fleshed out unit tests and fixed bugs
Ruban Hussain
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fix: Sagemaker Config - Removed hard coded config values in the unit tests

Balaji Sankar
authored and
Ruban Hussain
committed
fix: inject from config into existing ProductionVariants inside create_endpoint_config_from_existing
Ruban Hussain
committed
change: added unit test for verifying yaml safe_load method

Balaji Sankar
authored and
Ruban Hussain
committed
change: addressed PR comments for SageMaker Config

Balaji Sankar
authored and
Ruban Hussain
committed
change: Sagemaker Config - minor clarification
Ruban Hussain
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change: ModelMonitoring and Processing now use helper methods for updating NetworkConfig

Balaji Sankar
authored and
Ruban Hussain
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change: Refactoring session.py and added additional schema validation for ValidationProfiles

Balaji Sankar
authored and
Ruban Hussain
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update: expand one unit test
Ruban Hussain
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update: new integ test for cross context injection
Ruban Hussain
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change: remove unwanted method and replace it with a different method for config injection

Balaji Sankar
authored and
Ruban Hussain
committed
fix: Address documentation errors and removed unnecessary properties and setters

Balaji Sankar
authored and
Ruban Hussain
committed
fix: moving certain config file helper methods to utils.py

Balaji Sankar
authored and
Ruban Hussain
committed
change: Add a separate helper to merge list of objects

Balaji Sankar
authored and
Ruban Hussain
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fix: Documentation updates for SageMakerConfig

Balaji Sankar
authored and
Ruban Hussain
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fix: bubble up exceptions from S3 while fetching the Config

Balaji Sankar
authored and
Ruban Hussain
committed
fix: Added additional test cases for config helper methods. Also made minor documentation updates.

Balaji Sankar
authored and
Ruban Hussain
committed
fix: small bug fix to print statements for update_list_of_dicts_with_values_from_config
Ruban Hussain
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fix: Replace SageMakerConfig class with just method invocations

Balaji Sankar
authored and
Ruban Hussain
committed
fix: fix broken unit tests due to refactoring

Balaji Sankar
authored and
Ruban Hussain
committed
fix: bug where a user-provided sagemaker_config wasnt set
Ruban Hussain
committed
change: rename fetch_sagemaker_config to load_sagemaker_config
Ruban Hussain
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fix: update Schema to match exactly with APIs
Ruban Hussain
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add documentation for default configuration support

Ivy Bazan
authored and
Ruban Hussain
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fix linting errors

Ivy Bazan
authored and
Ruban Hussain
committed
fix link lint

Ivy Bazan
authored and
Ruban Hussain
committed
fix lint

Ivy Bazan
authored and
Ruban Hussain
committed