Created
July 14, 2020 15:35
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def create_pipeline(): | |
no_eval_config = example_gen_pb2.Input(splits=[ # treat the entire input as a train split | |
example_gen_pb2.Input.Split(name='train', pattern='taxi_dataset.csv'), | |
]) | |
example_gen = CsvExampleGen(input=external_input( | |
'gs://<bucket name>/'), input_config=no_eval_config) | |
statistics_gen = StatisticsGen(examples=example_gen.outputs['examples']) | |
schema_gen = SchemaGen(statistics=statistics_gen.outputs['statistics']) | |
return pipeline.Pipeline( | |
pipeline_name='<pipeline name>', | |
pipeline_root='gs://<bucket name>', | |
components=[example_gen, statistics_gen, schema_gen], | |
beam_pipeline_args=DATAFLOW_BEAM_PIPELINE_ARGS, | |
metadata_connection_config=metadata.mysql_metadata_connection_config( | |
host="<mysql ip>", database="<your database name>", port=<the port>, username='<...>', password='****') | |
) |
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