{
    "info": {
        "author": "Dmitry Orlov",
        "author_email": "me@mosquito.su",
        "bugtrack_url": null,
        "classifiers": [
            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Natural Language :: English",
            "Operating System :: MacOS",
            "Operating System :: POSIX",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development",
            "Topic :: Software Development :: Libraries"
        ],
        "description": ".. image:: https://api.travis-ci.org/mosquito/sonya.svg?branch=master\n   :target: https://travis-ci.org/mosquito/sonya\n   :height: 95 px\n   :width: 215 px\n   :alt: Sophia Library\n\n.. image:: https://img.shields.io/pypi/v/sonya.svg\n    :target: https://pypi.python.org/pypi/sonya/\n    :alt: Latest Version\n\n.. image:: https://img.shields.io/pypi/wheel/sonya.svg\n    :target: https://pypi.python.org/pypi/sonya/\n\n.. image:: https://img.shields.io/pypi/pyversions/sonya.svg\n    :target: https://pypi.python.org/pypi/sonya/\n\n.. image:: https://img.shields.io/pypi/l/sonya.svg\n    :target: https://pypi.python.org/pypi/sonya/\n\n.. _Sophia embedded database: http://sophia.systems/\n\nSonya\n=====\n\n`sonya`, fast Python bindings for `Sophia embedded database`_, v2.2.\n\n\nAbout sonya:\n++++++++++++\n\n* Written in Cython for speed and low-overhead\n* Clean, memorable APIs\n* Extensive support for Sophia's features\n* Python 2 **and** Python 3 support\n* No 3rd-party dependencies besides Cython (for python>3)\n\n\nAbout Sophia:\n+++++++++++++\n\n.. image:: http://sophia.systems/logo.png\n   :target: http://sophia.systems/\n   :alt: Sophia Library\n\n\n* Document store\n* ACID transactions\n* MVCC, optimistic, non-blocking concurrency with multiple readers and writers.\n* Multiple databases per environment\n* Multiple- and single-statement transactions across databases\n* Prefix searches\n* Automatic garbage collection\n* Hot backup\n* Compression\n* Multi-threaded compaction\n* `mmap` support, direct I/O support\n* APIs for variety of statistics on storage engine internals\n* BSD licensed\n\n\nSome ideas of where Sophia might be a good fit:\n\n* Running on application servers, low-latency / high-throughput\n* Time-series\n* Analytics / Events / Logging\n* Full-text search\n* Secondary-index for external data-store\n\nLimitations:\n++++++++++++\n\n.. _open an issue: https://github.com/mosquito/sonya/issues/new\n\n* Not tested on Windows.\n\nIf you encounter any bugs in the library, please `open an issue`_,\nincluding a description of the bug and any related traceback.\n\nInstallation\n------------\n\n.. _sophia: http://sophia.systems\n.. _Cython: http://cython.org\n.. _GitHub: https://github.com/mosquito/sonya\n.. _PyPi: https://pypi.python.org/pypi/sonya/\n\nThe sophia_ sources are bundled with the `sonya` source\ncode, so the only thing you need to install is Cython_.\nYou can install from GitHub_ or from PyPi_.\n\nPip instructions:\n\n.. code-block:: bash\n\n    $ pip install Cython   # Optional\n    $ pip install sonya\n\n\nOr to install the latest code from master:\n\n.. code-block:: bash\n\n    $ pip install Cython   # Required\n    $ pip install git+https://github.com/mosquito/sonya#egg=sonya\n\n\nGit instructions:\n\n.. code-block:: bash\n\n    $ pip install Cython\n    $ git clone https://github.com/mosquito/sonya\n    $ cd sonya\n    $ python setup.py build\n    $ python setup.py install\n\n\nTo run the tests:\n\n.. code-block:: python\n\n    $ pip install pytest\n    $ pytest tests\n\n\nOverview\n--------\n\n.. _Sophia storage engine documentation: http://sophia.systems/v2.2/\n\nSonya\naddition to normal dictionary operations, you can read slices of data that are\nreturned efficiently using cursors. Similarly, bulk writes using `update()` use\nan efficient, atomic batch operation.\n\nDespite the simple APIs, Sophia has quite a few advanced features. There is too\nmuch to cover everything in this document, so be sure to check out the official\n`Sophia storage engine documentation`_.\n\nThe next section will show how to perform common actions with `sonya`.\n\nUsing Sonya\n-----------\n\nLet's begin by import `sonya` and creating an environment. The environment\ncan host multiple databases, each of which may have a different schema. In this\nexample our database will store python objects as the key and value.\nFinally we'll open the environment so we can start storing and retrieving data.\n\n.. code-block:: python\n\n   from sonya import Environment, fields, Schema\n\n\n   class DictSchema(Schema):\n       key = fields.PickleField(index=0)\n       value = fields.PickleField()\n\n\n   env = Environment('/tmp/test-env')\n   db = env.database('test-database', DictSchema(), compression='zstd')\n   env.open()\n\n   document = db.document(key='foo', value=[1, 2, 3, 'bar'])\n\n   # Insert a document\n   db.set(document)\n\n   print(db.get(key='foo'))\n   # {'value': [1, 2, 3, 'bar'], 'key': 'foo'}\n\n\nCRUD operations\n+++++++++++++++\n\nSonya\n\n.. code-block:: python\n\n   from sonya import Environment, fields, Schema\n\n\n   class DictSchema(Schema):\n       key = fields.PickleField(index=0)\n       value = fields.PickleField()\n\n\n   env = Environment('/tmp/test-env')\n   db = env.database('test-database', DictSchema(), compression='zstd')\n   env.open()\n\n   document = db.document(key='foo', value=[1, 2, 3, 'bar'])\n\n   # Create a document\n   db.set(document)\n\n   # Read document\n   document = db.get(key='foo')\n\n   # Update the document\n   document = db.document(key='foo', value=None)\n   db.set(document)\n\n   # Delete the document\n   document = db.document(key='foo', value=None)\n   db.delete(key='foo')\n\n   # Iterate through the database\n   for document in db.cursor():\n      print(document)\n\n   # Delete multiple documents\n   # fastest method for remove multiple documents from database\n   db.delete_many(order='>=')\n\n\nFetching ranges (Cursors)\n+++++++++++++++++++++++++\n\n\nBecause Sophia is an ordered data-store, performing ordered range scans is\nefficient. To retrieve a range of key-value pairs with Sonya\ndictionary lookup with a `slice` instead.\n\nFor finer-grained control over iteration, or to do prefix-matching, Sonya\nprovides a cursor interface.\n\nThe `cursor()` method accepts special keyword parameter `order` and all\nkey fields:\n\n* `order` (default=`>=`) -- semantics for matching the start key and ordering\n  results.\n\n\n.. code-block:: python\n\n    from sonya import Environment, fields, Schema\n\n\n    class IntSchema(Schema):\n        key = fields.UInt32Field(index=0)\n        value = fields.PickleField()\n\n\n    env = Environment('/tmp/test-env')\n    db = env.database('test-integer-db', IntSchema(), compression='zstd')\n    env.open()\n\n\n    with db.transaction() as tx:\n        for i in range(10000):\n            tx.set(db.document(key=i, value=None))\n\n    # Iterate through the database\n    for document in db.cursor(order='>=', key=9995):\n        print(document)\n\n    # {'key': 9995, 'value': None}\n    # {'key': 9996, 'value': None}\n    # {'key': 9997, 'value': None}\n    # {'key': 9998, 'value': None}\n    # {'key': 9999, 'value': None}\n\n\nFor prefix search use a part of the key and order:\n\n.. code-block:: python\n\n    from sonya import Environment, fields, Schema\n\n\n    class StringSchema(Schema):\n        key = fields.StringField(index=0)\n        value = fields.PickleField()\n\n\n    env = Environment('/tmp/test-env')\n    db = env.database('test-string-db', IntSchema(), compression='zstd')\n    env.open()\n\n\n    with db.transaction() as tx:\n        for i in range(10000):\n            tx.set(db.document(key=str(i), value=None))\n\n    # Iterate through the database\n    for document in db.cursor(order='>=', key='999'):\n        print(document)\n\n    # {'value': None, 'key': '999'}\n    # {'value': None, 'key': '9990'}\n    # {'value': None, 'key': '9991'}\n    # {'value': None, 'key': '9992'}\n    # {'value': None, 'key': '9993'}\n    # {'value': None, 'key': '9994'}\n    # {'value': None, 'key': '9995'}\n    # {'value': None, 'key': '9996'}\n    # {'value': None, 'key': '9997'}\n    # {'value': None, 'key': '9998'}\n    # {'value': None, 'key': '9999'}\n\n\nDeleting multiple documents\n+++++++++++++++++++++++++++\n\nSonya provides delete_many method. This method is fastest option when\nyou want to remove multiple documents from the database. The method\nhas cursor-like interface. The whole operation will be processed\nin the one transaction.\n\nThe method returns number of affected rows.\n\n.. code-block:: python\n\n    from sonya import Environment, fields, Schema\n\n\n    class IntSchema(Schema):\n        key = fields.UInt32Field(index=0)\n        value = fields.PickleField()\n\n\n    env = Environment('/tmp/test-env')\n    db = env.database('test-integer-db', IntSchema(), compression='zstd')\n    env.open()\n\n\n    with db.transaction() as tx:\n        for i in range(10000):\n            tx.set(db.document(key=i, value=None))\n\n    # returns the number of affected rows\n    db.delete_many(order='>=', key=9995):\n\n\nDocument count\n++++++++++++++\n\nThe Database objects has a `__len__` method. Please avoid to use it\nfor any big database, it iterates and count the documents each time\n(faster then using `len(list(db.cursor()))` but still has O(n) complexity).\n\n\n.. code-block:: python\n\n    from sonya import Environment, fields, Schema\n\n\n    class IntSchema(Schema):\n        key = fields.UInt32Field(index=0)\n        value = fields.PickleField()\n\n\n    env = Environment('/tmp/test-env')\n    db = env.database('test-integer-db', IntSchema(), compression='zstd')\n    env.open()\n\n\n    with db.transaction() as tx:\n        for i in range(10000):\n            tx.set(db.document(key=i, value=None))\n\n    print(len(db))\n    # 10000\n\n\nTransactions\n++++++++++++\n\nSophia supports ACID transactions. Even better, a single transaction can cover\noperations to multiple databases in a given environment.\n\nExample usage:\n\n.. code-block:: python\n\n    class Users(Schema):\n        name = fields.StringField(index=0)\n        surname = fields.StringField(index=1)\n        age = fields.UInt8Field()\n\n\n    with users.transaction() as tx:\n        tx.set(users.document(name='Jane', surname='Doe', age=19))\n        tx.set(users.document(name='John', surname='Doe', age=18))\n\n        # Raises LookupError\n        db.get(name='John', surname='Doe')\n\n\nMultiple transactions are allowed to be open at the same time, but if there are\nconflicting changes, an exception will be thrown when attempting to commit the\noffending transaction.\n\n\nConfiguring and Administering Sophia\n------------------------------------\n\n.. _configuration document: http://sophia.systems/v2.2/conf/sophia.html\n\nSophia can be configured using special properties on the `Sophia` and\n`Database` objects. Refer to the `configuration document`_ for the details\non the  available options, including whether they are read-only, and the\nexpected data-type.\n\nFor example, to query Sophia's status, you can use the `status` property, which\nis a readonly setting returning a string:\n\n.. code-block:: python\n\n    >>> print(env['sophia.status'])\n    \"online\"\n\n\nOther properties can be changed by assigning a new value to the property. For\nexample, to read and then increase the number of threads used by the scheduler:\n\n.. code-block:: python\n\n    >>> env['scheduler.threads'] = env['scheduler.threads'] + 2\n    >>> env.open()\n    >>> print(env['scheduler.threads'])\n    8\n    >>> print(dict(env))\n    {'db.test-string-db.stat.cursor_latency': '0 0 0.0', ...}\n\n\n.. _documentation: http://sophia.systems/v2.2/conf/sophia.html\n\nRefer to the documentation_ for complete lists of settings.\nDotted-paths are translated into underscore-separated attributes.\n\n\n",
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