{
    "info": {
        "author": "Tim van der Hulst",
        "author_email": "tim.vdh@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: System Administrators",
            "License :: OSI Approved :: Apache Software License",
            "Programming Language :: Python :: 3"
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        "description": "# Peewee Syncer\n\n [![PyPI version](https://badge.fury.io/py/peewee-syncer.svg)](https://badge.fury.io/py/peewee-syncer) [![Python 3.6](https://img.shields.io/badge/python-3.6-blue.svg)](https://www.python.org/downloads/release/python-360/) [![Python 3.6](https://img.shields.io/badge/python-3.7-blue.svg)](https://www.python.org/downloads/release/python-370/)\n\n\nTiny tool to help syncronize data using peewee db model for state persistance.\n\nCan work with uniquely id'd records (eg auto insert id's) or non unique (ie dates/timestamps)\nUse `is_unique_key=False` for non unique (see unit tests~)\nIf limit is reached `offset` is used to get over the \"hump\" (ie bulk updates have been done on your table)\n\nSee (towards end) for AsyncIO Support\n\n## Install\n\n```\npip install peewee-syncer\n```\n\n## Usage\n\nNote example below uses `upsert_db_bulk()` helper.\nThis requires sqlite 3.25+ for Upsert support * \n\nEg \n\nDownload: https://packages.debian.org/search?keywords=libsqlite3-0\n\n```\n sudo dkpk -i libsqlite3-0_3.27.2-2~bpo9+1_amd64.deb \n```\n\n```\nimport os\nimport logging\nfrom functools import partial\nfrom peewee import SqliteDatabase, Model, CharField\nfrom peewee_syncer.utils import upsert_db_bulk\nfrom peewee_syncer import get_sync_manager, SyncManager, Processor, LastOffsetQueryIterator\n\n\nlog = logging.getLogger(__name__)\n\n\ntry:\n    os.remove('test.db')\nexcept FileNotFoundError:\n    pass\n\ndb = SqliteDatabase('test.db')\n\n\nSyncManager.init_db(db)\n\n# Run once\nSyncManager.create_table()\n\n# A model to sync (could be anything, not peewee specific)\nclass MyModel(Model):\n\n    name = CharField()\n\n    # Method to compare/track\n    @classmethod\n    def get_key(cls, item):\n        return item.id\n\n    # Method to get records from last offset\n    @classmethod\n    def select_since_id(cls, since, limit, offset=None):\n        q = cls.select().where(cls.id > since)\n\n        if limit:\n            q = q.limit(limit)\n\n        return q\n\n    class Meta:\n        database = db\n\n\nMyModel.create_table()\n\n\n# Start at zero for first run (otherwise start=None to continue from previous position)\nsync_manager = get_sync_manager(app=\"my-sync-service\", start=0)\n\n\n# A model to sync to (could be anything, not peewee specific)\nclass MySyncModel(Model):\n\n    some_name = CharField()\n\n    class Meta:\n        database = db\n\n\n# A function to map the output to be synced\ndef row_output(model):\n    return {'id': model.id, 'some_name': model.name}\n\n\nMySyncModel.create_table()\n\n\n# Iterator Function\ndef it(since, limit):\n    q = MyModel.select_since_id(since, limit=limit)\n    return LastOffsetQueryIterator(q.iterator(),\n                                   # Function to convert to output\n                                   row_output_fun=row_output,\n                                   # Function to check the key of current record we are processing\n                                   key_fun=MyModel.get_key,\n                                   # The key is unique/atomic (use False if processing time based records as can have many for each key)\n                                   is_unique_key=True\n                                   )\n\n\n# Processor\nprocessor = Processor(\n            sync_manager=sync_manager,\n            it_function=it,\n            # A process function (iterates over the iterator)\n            process_function=partial(upsert_db_bulk, MySyncModel, preserve=['some_name'], conflict_target='id'),\n            # Pause up to 1 seconds on each iteration (percentage of records vs limit processed)\n            sleep_duration=1\n        )\n\n\n# Add some records\nfor i in range(25):\n    MyModel.create(id=i, name=\"test_{}\".format(i))\n\nlog.info(\"MySyncModel has {} records\".format(MySyncModel.select().count()))\n\n# Run (batch of ten, five iterations. set i=0 to run forever)\nprocessor.process(limit=10, i=5)\n\nlog.info(\"MySyncModel has {} records\".format(MySyncModel.select().count()))\n\n```\n\nOutput\n\n```\npeewee DEBUG ('CREATE TABLE IF NOT EXISTS \"sync_manager\" (\"app\" VARCHAR(256) NOT NULL PRIMARY KEY, \"meta\" TEXT NOT NULL, \"modified\" DATETIME)', [])\npeewee DEBUG ('CREATE TABLE IF NOT EXISTS \"mymodel\" (\"id\" INTEGER NOT NULL PRIMARY KEY, \"name\" VARCHAR(255) NOT NULL)', [])\npeewee DEBUG ('SELECT \"t1\".\"app\", \"t1\".\"meta\", \"t1\".\"modified\" FROM \"sync_manager\" AS \"t1\" WHERE (\"t1\".\"app\" = ?) LIMIT ? OFFSET ?', ['my-sync-service', 1, 0])\npeewee DEBUG ('BEGIN', None)\npeewee DEBUG ('INSERT INTO \"sync_manager\" (\"app\", \"meta\", \"modified\") VALUES (?, ?, ?)', ['my-sync-service', '{}', datetime.datetime(2019, 6, 4, 16, 10, 18, 603755)])\npeewee DEBUG ('UPDATE \"sync_manager\" SET \"meta\" = ?, \"modified\" = ? WHERE (\"sync_manager\".\"app\" = ?)', ['{\"value\": 0, \"type\": null, \"offset\": 0}', datetime.datetime(2019, 6, 4, 16, 10, 18, 609370), 'my-sync-service'])\npeewee DEBUG ('CREATE TABLE IF NOT EXISTS \"mysyncmodel\" (\"id\" INTEGER NOT NULL PRIMARY KEY, \"some_name\" VARCHAR(255) NOT NULL)', [])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [0, 'test_0'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [1, 'test_1'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [2, 'test_2'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [3, 'test_3'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [4, 'test_4'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [5, 'test_5'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [6, 'test_6'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [7, 'test_7'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [8, 'test_8'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [9, 'test_9'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [10, 'test_10'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [11, 'test_11'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [12, 'test_12'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [13, 'test_13'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [14, 'test_14'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [15, 'test_15'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [16, 'test_16'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [17, 'test_17'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [18, 'test_18'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [19, 'test_19'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [20, 'test_20'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [21, 'test_21'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [22, 'test_22'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [23, 'test_23'])\npeewee DEBUG ('INSERT INTO \"mymodel\" (\"id\", \"name\") VALUES (?, ?)', [24, 'test_24'])\npeewee DEBUG ('SELECT COUNT(1) FROM (SELECT 1 FROM \"mysyncmodel\" AS \"t1\") AS \"_wrapped\"', [])\n__main__ INFO MySyncModel has 0 records\npeewee DEBUG ('SELECT \"t1\".\"id\", \"t1\".\"name\" FROM \"mymodel\" AS \"t1\" WHERE (\"t1\".\"id\" > ?) LIMIT ?', [0, 10])\npeewee DEBUG ('INSERT INTO \"mysyncmodel\" (\"id\", \"some_name\") VALUES (?, ?), (?, ?), (?, ?), (?, ?), (?, ?), (?, ?), (?, ?), (?, ?), (?, ?), (?, ?) ON CONFLICT (\"id\") DO UPDATE SET \"some_name\" = EXCLUDED.\"some_name\"', [1, 'test_1', 2, 'test_2', 3, 'test_3', 4, 'test_4', 5, 'test_5', 6, 'test_6', 7, 'test_7', 8, 'test_8', 9, 'test_9', 10, 'test_10'])\npeewee_syncer DEBUG Processed records n=10 offset=10\npeewee DEBUG ('UPDATE \"sync_manager\" SET \"meta\" = ?, \"modified\" = ? WHERE (\"sync_manager\".\"app\" = ?)', ['{\"value\": 10, \"type\": null, \"offset\": 0}', datetime.datetime(2019, 6, 4, 16, 10, 18, 837385), 'my-sync-service'])\npeewee DEBUG ('SELECT \"t1\".\"id\", \"t1\".\"name\" FROM \"mymodel\" AS \"t1\" WHERE (\"t1\".\"id\" > ?) LIMIT ?', [10, 10])\npeewee DEBUG ('INSERT INTO \"mysyncmodel\" (\"id\", \"some_name\") VALUES (?, ?), (?, ?), (?, ?), (?, ?), (?, ?), (?, ?), (?, ?), (?, ?), (?, ?), (?, ?) ON CONFLICT (\"id\") DO UPDATE SET \"some_name\" = EXCLUDED.\"some_name\"', [11, 'test_11', 12, 'test_12', 13, 'test_13', 14, 'test_14', 15, 'test_15', 16, 'test_16', 17, 'test_17', 18, 'test_18', 19, 'test_19', 20, 'test_20'])\npeewee_syncer DEBUG Processed records n=10 offset=20\npeewee DEBUG ('UPDATE \"sync_manager\" SET \"meta\" = ?, \"modified\" = ? WHERE (\"sync_manager\".\"app\" = ?)', ['{\"value\": 20, \"type\": null, \"offset\": 0}', datetime.datetime(2019, 6, 4, 16, 10, 18, 855367), 'my-sync-service'])\npeewee DEBUG ('SELECT \"t1\".\"id\", \"t1\".\"name\" FROM \"mymodel\" AS \"t1\" WHERE (\"t1\".\"id\" > ?) LIMIT ?', [20, 10])\npeewee DEBUG ('INSERT INTO \"mysyncmodel\" (\"id\", \"some_name\") VALUES (?, ?), (?, ?), (?, ?), (?, ?) ON CONFLICT (\"id\") DO UPDATE SET \"some_name\" = EXCLUDED.\"some_name\"', [21, 'test_21', 22, 'test_22', 23, 'test_23', 24, 'test_24'])\npeewee_syncer DEBUG Processed records n=4 offset=24\npeewee DEBUG ('UPDATE \"sync_manager\" SET \"meta\" = ?, \"modified\" = ? WHERE (\"sync_manager\".\"app\" = ?)', ['{\"value\": 24, \"type\": null, \"offset\": 0}', datetime.datetime(2019, 6, 4, 16, 10, 18, 874314), 'my-sync-service'])\npeewee DEBUG ('SELECT \"t1\".\"id\", \"t1\".\"name\" FROM \"mymodel\" AS \"t1\" WHERE (\"t1\".\"id\" > ?) LIMIT ?', [24, 10])\npeewee_syncer DEBUG Caught up, sleeping..\npeewee DEBUG ('SELECT \"t1\".\"id\", \"t1\".\"name\" FROM \"mymodel\" AS \"t1\" WHERE (\"t1\".\"id\" > ?) LIMIT ?', [24, 10])\npeewee_syncer DEBUG Caught up, sleeping..\npeewee_syncer DEBUG Stopping after iteration 5\npeewee_syncer INFO Completed processing\npeewee DEBUG ('SELECT COUNT(1) FROM (SELECT 1 FROM \"mysyncmodel\" AS \"t1\") AS \"_wrapped\"', [])\n__main__ INFO MySyncModel has 24 records\n\n\n```\n\n## AsyncIO\n\nUses peewee-async (https://github.com/05bit/peewee-async)\nNote: SQLite not supported yet: see https://github.com/05bit/peewee-async/issues/126\n\n\n```\npip install peewee-syncer[async]\n```\n\nor (includes `aiopg`)\n\n```\npip install peewee-syncer[async-pg]\n```\n\nor (includes `aiomysql`)\n\n```\npip install peewee-syncer[async-mysql]\n```\n\n\n```\nfrom peewee_syncer import get_sync_manager, AsyncProcessor\n\ndb_object = Manager(db, loop=None)\n\ndef it(since=None, limit=None):\n\n    log.debug(\"Getting iterator since={} limit={}\".format(since, limit))\n\n    def dummy():\n        for x in range(since+1, since+limit+1):\n            log.debug(\"yielded {}\".format(x))\n            yield {\"x\": x}\n\n    return LastOffsetQueryIterator(dummy(), row_output_fun=lambda x:x, key_fun=lambda x:x['x'], is_unique_key=True)\n\noutput = []\n\nasync def process(it):\n    nonlocal output\n    for item in it:\n        output.append(item)\n        log.debug(\"process item: {}\".format(item))\n\n\nprocessor = AsyncProcessor(\n    sync_manager=sync_manager,\n    it_function=it,\n    process_function=process,\n    object=db_object\n)\n\nasync def consume():\n    await processor.process(limit=10, i=3)\n\n\nasyncio.get_event_loop().run_until_complete(consume())\n\n```\n\n",
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