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        "author": "Craig de Stigter",
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            "Environment :: Web Environment",
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            "Programming Language :: Python",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
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            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
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            "Topic :: Internet :: WWW/HTTP",
            "Topic :: Internet :: WWW/HTTP :: Dynamic Content"
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        "description": "[![Build Status](https://travis-ci.org/craigds/django-fieldsignals.svg?branch=master)](https://travis-ci.org/craigds/django-fieldsignals)\n\n# Introduction\n\ndjango-fieldsignals simply makes it easy to tell when the fields on your model have changed.\n\nOften model updates are quite expensive. Sometimes the expensive operations\nare very rare. This makes it tempting to put the update logic in a view,\nrather than in a save() method or in a signal receiver:\n\n```python\n    # A bad example. Don't do this!\n    def edit_poll(request, poll_id):\n\n        # ...\n\n        if form.cleaned_data['poll_name'] != poll.name:\n            poll.update_slug(form.cleaned_data['poll_name'])\n        poll.save()\n```\n\nThat's a bad idea, because your model consistency is now dependent on your view.\n\nInstead, use django-fieldsignals:\n\n```python\n    from fieldsignals import pre_save_changed\n\n    def update_poll_slug(sender, instance, **kwargs):\n        instance.slug = slugify(instance.name)\n\n    pre_save_changed.connect(update_poll_slug, sender=Poll, fields=['name'])\n```\n\n\nIn case you want to know what changed, django-fieldsignals even tells you the old and\nnew values of your fields:\n\n```python\n    from fieldsignals import pre_save_changed\n\n    def print_all_field_changes(sender, instance, changed_fields=None, **kwargs):\n        for field, (old, new) in changed_fields.items():\n            print \"%s changed from %s to %s\" % (field.name, old, new)\n\n    pre_save_changed.connect(print_all_field_changes, sender=Poll)\n```\n\n# Installation\n\n1. This library is on PyPI so you can install it with:\n\n```bash\n    pip install django-fieldsignals\n```\n\nor from github:\n\n```bash\n    pip install 'git+https://github.com/craigds/django-fieldsignals.git#egg=django-fieldsignals'\n```\n\n2. Add `\"fieldsignals\"` to your `INSTALLED_APPS` setting like this:\n\n```python\n    INSTALLED_APPS = (\n        ...\n        'fieldsignals',\n    )\n```\n\n3. Add some signals!\n\n# Where should my signals code live?\n\nField signals must be connected after the django apps are ready.\nSo putting signal connectors at the bottom of your models file, or other random places won't work.\n\nThe best place to connect fieldsignals is an [`AppConfig.ready()` handler](https://docs.djangoproject.com/en/1.11/ref/applications/#for-application-authors).\n\n# Notes\n\n* Currently no support for `ManyToManyField` or reverse side of `ForeignKey` (one to many).\n",
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