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    "info": {
        "author": "Aykut Ozat",
        "author_email": "aykutozat@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Environment :: Web Environment",
            "Framework :: Django",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.3",
            "Programming Language :: Python :: 3.4",
            "Topic :: Internet :: WWW/HTTP",
            "Topic :: Internet :: WWW/HTTP :: Dynamic Content"
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        "description": "django-bulk-update\n==================================\n[![Build Status](https://travis-ci.org/aykut/django-bulk-update.svg?branch=master)](https://travis-ci.org/aykut/django-bulk-update)\n[![Coverage Status](https://coveralls.io/repos/aykut/django-bulk-update/badge.svg?branch=master)](https://coveralls.io/r/aykut/django-bulk-update?branch=master)\n\nSimple bulk update over Django ORM or with helper function.\n\nThis project aims to bulk update given objects using **one query** over\n**Django ORM**.\n\nInstallation\n==================================\n    pip install django-bulk-update\n\nUsage\n==================================\nWith manager:\n\n```python\nimport random\nfrom django_bulk_update.manager import BulkUpdateManager\nfrom tests.models import Person\n\nclass Person(models.Model):\n    ...\n    objects = BulkUpdateManager()\n\nrandom_names = ['Walter', 'The Dude', 'Donny', 'Jesus']\npeople = Person.objects.all()\nfor person in people:\n  person.name = random.choice(random_names)\n\nPerson.objects.bulk_update(people, update_fields=['name'])  # updates only name column\nPerson.objects.bulk_update(people, exclude_fields=['username'])  # updates all columns except username\nPerson.objects.bulk_update(people)  # updates all columns\nPerson.objects.bulk_update(people, batch_size=50000)  # updates all columns by 50000 sized chunks\n```\n\n\nWith helper:\n\n```python\nimport random\nfrom django_bulk_update.helper import bulk_update\nfrom tests.models import Person\n\nrandom_names = ['Walter', 'The Dude', 'Donny', 'Jesus']\npeople = Person.objects.all()\nfor person in people:\n  person.name = random.choice(random_names)\n\nbulk_update(people, update_fields=['name'])  # updates only name column\nbulk_update(people, exclude_fields=['username'])  # updates all columns except username\nbulk_update(people, using='someotherdb')  # updates all columns using the given db\nbulk_update(people)  # updates all columns using the default db\nbulk_update(people, batch_size=50000)  # updates all columns by 50000 sized chunks using the default db\n```\n\nNote: You can consider to use `.only('name')` when you only want to update `name`, so that Django will only retrieve name data from db.\n\nAnd consider to use `.defer('username')` when you don't want to update `username`, so Django won't retrieve username from db.\nThese optimization can improve the performance even more.\n\nPerformance Tests:\n==================================\nHere we test the performance of the `bulk_update` function vs. simply calling\n`.save()` on every object update (`dmmy_update`). The interesting metric is the speedup using\nthe `bulk_update` function more than the actual raw times.\n\n\n```python\n# Note: SQlite is unable to run the `timeit` tests\n# due to the max number of sql variables\nIn [1]: import os\nIn [2]: import timeit\nIn [3]: import django\n\nIn [4]: os.environ['DJANGO_SETTINGS_MODULE'] = 'tests.test_settings'\nIn [5]: django.setup()\n\nIn [6]: from tests.fixtures import create_fixtures\n\nIn [7]: django.db.connection.creation.create_test_db()\nIn [8]: create_fixtures(1000)\n\nIn [9]: setup='''\nimport random\nfrom django_bulk_update import helper\nfrom tests.models import Person\nrandom_names = ['Walter', 'The Dude', 'Donny', 'Jesus']\nids = list(Person.objects.values_list('id', flat=True)[:1000])\npeople = Person.objects.filter(id__in=ids)\nfor p in people:\n    name = random.choice(random_names)\n    p.name = name\n    p.email = '%s@example.com' % name\nbu_update = lambda: helper.bulk_update(people, update_fields=['name', 'email'])\n'''\n\nIn [10]: bu_perf = min(timeit.Timer('bu_update()', setup=setup).repeat(7, 100))\n\nIn [11]: setup='''\nimport random\nfrom tests.models import Person\nfrom django.db.models import F\nrandom_names = ['Walter', 'The Dude', 'Donny', 'Jesus']\nids = list(Person.objects.values_list('id', flat=True)[:1000])\npeople = Person.objects.filter(id__in=ids)\ndef dmmy_update():\n    for p in people:\n        name = random.choice(random_names)\n        p.name = name\n        p.email = '%s@example.com' % name\n        p.save(update_fields=['name', 'email'])\n'''\n\nIn [12]: dmmy_perf = min(timeit.Timer('dmmy_update()', setup=setup).repeat(7, 100))\nIn [13]: print 'Bulk update performance: %.2f. Dummy update performance: %.2f. Speedup: %.2f.' % (bu_perf, dmmy_perf, dmmy_perf / bu_perf)\nBulk update performance: 7.05. Dummy update performance: 373.12. Speedup: 52.90.\n```\n\nRequirements\n==================================\n- Django 1.8+\n\nContributors\n==================================\n- [aykut](https://github.com/aykut)\n- [daleobrien](https://github.com/daleobrien)\n- [sruon](https://github.com/sruon)\n- [HowerHell](https://github.com/HoverHell)\n- [c-nichols](https://github.com/c-nichols)\n- [towr](https://github.com/towr)\n- [joshblum](https://github.com/joshblum)\n- [luzfcb](https://github.com/luzfcb)\n- [torchingloom](https://github.com/torchingloom)\n- [cihann](https://github.com/cihann)\n- [wetneb](https://github.com/wetneb)\n- [tatterdemalion](https://github.com/tatterdemalion)\n- [gabriel-laet](https://github.com/gabriel-laet)\n- [arnau126](https://github.com/arnau126)\n\nTODO\n==================================\n- Geometry Fields support\n\nLicense\n==================================\ndjango-bulk-update is released under the MIT License. See the LICENSE file for more details.\n",
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