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        "author": "Boris Mizhen",
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        "description": "# rec-avro:\nAvro support for JSON and other nested data structures.\n\nRec-avro provides a generic Avro schema and converter functions that allow for storing nested python data structures in avro.\n\nTested in Python 3 only.\n\n## Installation:\n```sh\n$ pip3 install rec-avro\n```\n\n## Usage:\n### With fastavro:\n```python\n\nfrom fastavro import writer, reader, schema\nfrom rec_avro import to_rec_avro_destructive, from_rec_avro_destructive, rec_avro_schema\n\ndef json_objects():\n    return [{'a': 'a'}, {'b':'b'}]\n\n# For efficiency, to_rec_avro_destructive() destroys rec, and reuses it's\n# data structures to construct avro_objects \navro_objects = (to_rec_avro_destructive(rec) for rec in json_objects())\n\n# store records in avro\nwith open('json_in_avro.avro', 'wb') as f_out:\n    writer(f_out, schema.parse_schema(rec_avro_schema()), avro_objects)\n\n#load records from avro\nwith open('json_in_avro.avro', 'rb') as f_in:\n    # For efficiency, from_rec_avro_destructive(rec) destroys rec, and \n    # reuses it's data structures to construct it's output\n    loaded_json = [from_rec_avro_destructive(rec) for rec in reader(f_in)]\n\nassert loaded_json == json_objects()\n```\n\n## Development:\n```sh\n# Running all tests:\n$ python setup.py pytest\n\n# Running tests manually\n$ pip3 install fastavro pytest\n$ python setup.py develop\n$ pytest tests/test_rec_avro.py\n```\n\n\n\n",
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