Welcome to Magnus Extensions

Documentation of the extensions are available at: https://astrazeneca.github.io/magnus-extensions/

This repository provides all the extensions to magnus core package.

Magnus provides 5 essential services:

Executor: A way to define and execute/transpile dag definition.
Catalog: An artifact store used to log and store data files generated during a pipeline execution.
Secrets Handler: A framework to handle secrets from different providers.
Logging: A comprehensive and automatic logging framework to capture essential information of a pipeline execution.
Experiment Tracking: A framework to interact with different experiment tracking tools.

Below is the table of all the available extensions to the above services:

Service	Description	Availability
Executors
Local	Run the pipeline on local machine (default)	Part of Magnus core
Local Containers	Run the pipeline on local containers	Part of Magnus core
Catalog
Do Nothing	Provides no cataloging functionality	Part of Magnus core
File System	Uses local file system (default)	Part of Magnus core
S3	Uses S3 as a catalog	magnus_extension_catalog_s3
Secrets
Do Nothing	Provides no secrets handler (default)	Part of Magnus core
Dot Env	Uses a file as secrets	Part of Magnus core
Environment Variables	Gets secrets from Environmental variables	Part of Magnus core
Logging
Buffered	Uses the run time buffer as logger (default)	Part of Magnus core
File System	Uses a file system as run log store	Part of Magnus core
S3	Uses S3 to store logs	magnus_extension_datastore_s3
Experiment Tracking
Do Nothing	Provides no experiment tracking (default)	Part of Magnus core

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