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        "description": "kinsumer\n========\n\nHigh level [Amazon Kinesis Streams](https://aws.amazon.com/kinesis/streams/) consumer.\n\nSome features\n-------------\n\n* Automatically detect shard count changes\n* Checkpoints/sequences persistence can be customized\n* Provided Checkpointer implementation for memory, and file\n* Memory bucket for temporary saving records\n\nUsage\n-----\n\n```python\nfrom kinsumer import Consumer\n\nSTREAM_REGION = 'ap-south-1'\nSTREAM_NAME = 'my-stream'\nconsumer = Consumer(__name__)\nconsumer.config.from_object(__name__)\n\n@consumer.transform\ndef transform(data, shard_id, last_sequence_number, last_arrival_timestamp):\n    \"\"\"do transform and return\"\"\"\n    return data\n\n@consumer.after_consume\ndef after(data, shard_id, last_sequence_number, last_arrival_timestamp):\n    \"\"\"after transform and do something\"\"\"\n\nif __name__ == '__main__':\n    consumer.process()\n```\n\nAuthor and license\n------------------\n\nkinsumer is written by [Ungi Kim](https://ungikim.me/), maintained by [Balance Hero](http://truebalance.io/), and licensed under the MIT license.  You can find the source code from [Github](https://github.com/balancehero/kinsumer):\n\n```\n$ git clone git@github.com:balancehero/kinsumer.git\n```\n\nMissing features\n----------------\n\n* Redis Checkpointer\n* Consumer Heartbeat\n\n(Contributions would be appreciated!)",
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