Lakehouse management, orchestration and data processing tool.
Project description
dadude
Lakehouse management and orchestration tool.
Status
- The ultimate target lakehouse is the unity catalog, which is to provide benefits from both
deltalakeandiceberg. - To support writing data to the lakehouse, we currently use the
deltalake-rspython bindings. - For testing purposes, we use the
minioinstance athttp://192.168.18.206:9000.
Installation
This package is published to the PyPI repository, so you can install it using pip anywhere:
pip install dadude
Usage
First export the following environment variables:
export STORAGE_ACCESS_KEY_ID=xxx STORAGE_SECRET_ACCESS_KEY=xxx STORAGE_ENDPOINT_URL=http://192.168.18.206:9000
Then you can use the dadude module CLI to interact with the lakehouse:
python -m dadude.cli.read_table staging <table_name> --save_dir <save_dir>
python -m dadude.cli.write_table write_json_table --local_json_file_path data/silver/xxx.json
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