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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

Project details


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