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beam's Introduction

Setup Apache Beam Environment with Docker

Build Image

docker build -t $(basename $("pwd")) .

Start Container

docker run -it -u $(id -u):$(id -g) \
               --rm \
               --network="host" \
               -v /$(pwd):/repo \
               -w /repo \
               --name $(basename $("pwd"))\
               $(basename $("pwd")):latest

Access Running Container

docker exec -it $(basename $("pwd")) bash

Examples

Directory Structure

beam
└── examples
    ├── __init__.py
    ├── __pycache__
    │   ├── __init__.cpython-37.pyc
    │   └── wordcount_minimal.cpython-37.pyc
    ├── data
    │   └── wordcount_minimal-00000-of-00001
    └── wordcount_minimal.py

wordcount_minimal.py

  • Applying ParDo with an explicit DoFn
  • Creating Composite Transforms
  • Using Parameterizable PipelineOptions
# in directory beam, run following command:
python -m examples.wordcount_minimal --output ./examples/data/wordcount_minimal

wordcount.py

python -m examples.wordcount --output ./examples/data/wordcount

wordcount_debugging.py

python -m apache_beam.examples.wordcount_debugging --output ./examples/data/wordcount_debugging

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