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        "author": "Josiah Carlson",
        "author_email": "josiah.carlson@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 5 - Production/Stable",
            "License :: OSI Approved :: GNU Lesser General Public License v2 (LGPLv2)",
            "License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)",
            "License :: OSI Approved :: GNU Library or Lesser General Public License (LGPL)",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2.6",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3.3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6"
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        "description": ".. image:: https://travis-ci.org/josiahcarlson/rom.svg?branch=master\n    :target: https://travis-ci.org/josiahcarlson/rom\n\nRom - the Redis object mapper for Python\n\nCopyright 2013-2018 Josiah Carlson\n\nReleased under the LGPL license version 2.1 and version 3 (you can choose\nwhich you'd like to be bound under).\n\nDocumentation\n=============\n\nUpdated documentation can be found: https://josiahcarlson.github.io/rom/\n\nWhat\n====\n\nRom is a package whose purpose is to offer active-record style data modeling\nwithin Redis from Python, similar to the semantics of Django ORM, SQLAlchemy,\nGoogle's Appengine datastore, and others.\n\nWhy\n===\n\nI was building a personal project, wanted to use Redis to store some of my\ndata, but didn't want to hack it poorly. I looked at the existing Redis object\nmappers available in Python, but didn't like the features and functionality\noffered.\n\nWhat is available\n=================\n\nData types:\n\n* Strings (2.x: str/unicode, 3.3+: str), ints, floats, decimals, booleans\n* datetime.datetime, datetime.date, datetime.time\n* Json columns (for nested structures)\n* OneToMany and ManyToOne columns (for model references)\n* Non-rom ForeignModel reference support\n\nIndexes:\n\n* Numeric range fetches, searches, and ordering\n* Full-word text search (find me entries with col X having words A and B)\n* Prefix matching (can be used for prefix-based autocomplete)\n* Suffix matching (can be used for suffix-based autocomplete)\n* Pattern matching on string-based columns\n* All indexing except Geo indexing is available when using Redis 2.6.0 and\n  later\n* Geo indexing available with Redis 3.2.0 and later\n\nOther features:\n\n* Per-thread entity cache (to minimize round-trips, easy saving of all\n  entities)\n* The ability to cache query results and get the key for any other use (see:\n  ``Query.cached_result()``)\n\nGetting started\n===============\n\n1. Make sure you have Python 2.6, 2.7, or 3.3+ installed\n2. Make sure that you have Andy McCurdy's Redis client library installed:\n   https://github.com/andymccurdy/redis-py/ or\n   https://pypi.python.org/pypi/redis\n3. Make sure that you have the Python 2 and 3 compatibility library, 'six'\n   installed: https://pypi.python.org/pypi/six\n4. (optional) Make sure that you have the hiredis library installed for Python\n5. Make sure that you have a Redis server installed and available remotely\n6. Update the Redis connection settings for ``rom`` via\n   ``rom.util.set_connection_settings()`` (other connection update options,\n   including per-model connections, can be read about in the ``rom.util``\n   documentation)::\n\n    import redis\n    from rom import util\n\n    util.set_connection_settings(host='myhost', db=7)\n\n.. warning:: If you forget to update the connection function, rom will attempt\n to connect to localhost:6379 .\n\n7. Create a model::\n\n    import rom\n\n    # All models to be handled by rom must derived from rom.Model\n    class User(rom.Model):\n        email = rom.String(required=True, unique=True, suffix=True)\n        salt = rom.String()\n        hash = rom.String()\n        created_at = rom.Float(default=time.time)\n\n8. Create an instance of the model and save it::\n\n    PASSES = 32768\n    def gen_hash(password, salt=None):\n        salt = salt or os.urandom(16)\n        comp = salt + password\n        out = sha256(comp).digest()\n        for i in xrange(PASSES-1):\n            out = sha256(out + comp).digest()\n        return salt, out\n\n    user = User(email='user@host.com')\n    user.salt, user.hash = gen_hash(password)\n    user.save()\n    # session.commit() or session.flush() works too\n\n9. Load and use the object later::\n\n    user = User.get_by(email='user@host.com')\n    at_gmail = User.query.endswith(email='@gmail.com').all()\n\nLua support\n===========\n\nFrom version 0.25.0 and on, rom assumes that you are using Redis version 2.6\nor later, which supports server-side Lua scripting. This allows for the\nsupport of multiple unique column constraints without annoying race conditions\nand retries. This also allows for the support of prefix, suffix, and pattern\nmatching on certain column types.\n\nIf you are using a version of Redis prior to 2.6, you should upgrade Redis. If\nyou are unable or unwilling to upgrade Redis, but you still wish to use rom,\nyou should call ``rom._disable_lua_writes()``, which will prevent you from\nusing features that require Lua scripting support.\n\nExpiring models/TTLs\n====================\n\nThere is a series of feature requests/bug reports/pull requests to add the\nability for rom to automatically delete and/or expire entity data stored in\nRedis. This is a request that has been made (as of January 2016) 6 different\ntimes.\n\nLong story short: rom stores a bunch of data in secondary structures to make\nquerying fast. When a model \"expires\", that data doesn't get deleted. To\ndelete that data, you have to run a cleanup function that literally has to\nscan over every entity in order to determine if the model had been expired. That\nis a huge waste and is the antithesis of good design.\n\nInstead, if you create a new ``expire_at`` float column with ``index=True``,\nthe column can store when the entity is to expire. Then to expire the data, you\ncan use: ``Model.query.filter(expire_at=(0, time.time())).limit(10)`` to (for\nexample) get up to the 10 oldest entites that need to be expired.\n\nNow, I know what you are thinking. You are thinking, \"but I wish the data would\njust go away on its own.\" And I don't disagree. But for that to happen, Redis\nneeds to grow Lua-script triggers, or you need to run a separate daemon to\nperiodically clean up left-over data. But ... if you need to run a separate\ndaemon to clean up left-over data by scanning all of your rom entities,\nwouldn't it just be better/faster in every way to keep an explicit column and do\nit efficiently? I think so, and you should too.",
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