TFX components, helper functions and pipeline definition, developed by Salure
Project description
Salure TFX Extensions
Repository: https://bitbucket.org/salurebi/salure_tfx_extensions/src/master/
Docker Image over at hub.docker.com: salure/kubeflow_tfx_extensions
Goal
Two goals:
- To add functionality as required by internal demand of Salure.
- To provide helper functions and new components for TFX
Components
MySQLExampleGen
Needs a salure_tfx_extensions.proto.mysql_config_pb2.MySQLConnConfig, and an SQL query.
The component code, and parameters: https://bitbucket.org/salurebi/salure_tfx_extensions/src/master/salure_tfx_extensions/components/mysql_example_gen/component.py
ModelValidator
Just like the tfx ModelValidator, but (for now) will always pass
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