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            "Programming Language :: Python :: 3.4",
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        "description": "## Walrus\n\n![](http://media.charlesleifer.com/blog/photos/walrus-logo-0.png)\n\nLightweight Python utilities for working with [Redis](http://redis.io).\n\nThe purpose of [walrus](https://github.com/coleifer/walrus) is to make working\nwith Redis in Python a little easier. Rather than ask you to learn a new\nlibrary, walrus subclasses and extends the popular `redis-py` client, allowing\nit to be used as a drop-in replacement. In addition to all the features in\n`redis-py`, walrus adds support for some newer commands, including full support\nfor streams and consumer groups.\n\nwalrus consists of:\n\n* Pythonic container classes for the Redis data-types:\n    * [Hash](https://walrus.readthedocs.io/en/latest/containers.html#hashes)\n    * [List](https://walrus.readthedocs.io/en/latest/containers.html#lists)\n    * [Set](https://walrus.readthedocs.io/en/latest/containers.html#sets)\n    * [Sorted Set](https://walrus.readthedocs.io/en/latest/containers.html#sorted-sets-zset)\n    * [HyperLogLog](https://walrus.readthedocs.io/en/latest/containers.html#hyperloglog)\n    * [Array](https://walrus.readthedocs.io/en/latest/containers.html#arrays) (custom type)\n    * [BitField](https://walrus.readthedocs.io/en/latest/containers.html#bitfield)\n    * [BloomFilter](https://walrus.readthedocs.io/en/latest/containers.html#bloomfilter)\n    * [**Streams**](https://walrus.readthedocs.io/en/latest/streams.html)\n* [Autocomplete](https://walrus.readthedocs.io/en/latest/autocomplete.html)\n* [Cache](https://walrus.readthedocs.io/en/latest/cache.html) implementation that exposes several decorators for caching function and method calls.\n* [Full-text search](https://walrus.readthedocs.io/en/latest/full-text-search.html) supporting set operations.\n* [Graph store](https://walrus.readthedocs.io/en/latest/graph.html)\n* [Rate-limiting](https://walrus.readthedocs.io/en/latest/rate-limit.html)\n* [Locking](https://walrus.readthedocs.io/en/latest/api.html#walrus.Lock)\n* Active-record style [Models](https://walrus.readthedocs.io/en/latest/models.html) that support persisting structured information and performing complex queries using secondary indexes.\n* More? [More!](https://walrus.readthedocs.io)\n\n### Models\n\nPersistent structures implemented on top of Hashes. Supports secondary indexes to allow filtering on equality, inequality, ranges, less/greater-than, and a basic full-text search index. The full-text search features a boolean search query parser, porter stemmer, stop-word filtering, and optional double-metaphone implementation.\n\n### Found a bug?\n\n![](http://media.charlesleifer.com/blog/photos/p1420743625.21.png)\n\nPlease open a [github issue](https://github.com/coleifer/walrus/issues/new) and I will try my best to fix it!\n\n### Alternative Backends\n\nWalrus also can integrate with the Redis-like databases [rlite](https://github.com/seppo0010/rlite), [ledis](http://ledisdb.com/), and [vedis](http://vedis.symisc.net). Check the [documentation](https://walrus.readthedocs.io/en/latest/alt-backends.html) for more details.\n",
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