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        "author": "NickNackGus",
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        "description": "# DefaultDict\n\nThis is a package for a defaultdict that deep copies its default value.\n\nThis can be used to implement a simple counter object, similar to the example code this is based on.\n\n```python\ncounter = DefaultDict()\n\nfor item in ['spam', 'egg', 'spam', 'spam', 'bacon', 'spam']:\n    counter[item] += 1\n\nprint(\"Menu contents:\")\nfor item in counter:\n    print(\"  {}x {}\".format(counter[item], item))\n```\n\nOutput:\n```\nMenu contents:\n  1x bacon\n  1x egg\n  4x spam\n```\n\nUnlike [collections.defaultdict](https://docs.python.org/3/library/collections.html#collections.defaultdict), the default value is an object - not a factory. This allows for easier creation of nested data structures. For example, the following is valid and encouraged:\n\n```python\n# shapes_by_color[color][shape] = count\nshapes_by_color = DefaultDict(\n    default=DefaultDict(\n        {'total': 0},\n        default=0\n    )\n)\n\nwith open('test/shapes.log', 'r') as fp:\n    for line in fp:\n        color, shape = line.split()\n        shapes_by_color[color][shape] += 1\n        shapes_by_color[color]['total'] += 1\n\nfor color, shapes in shapes_by_color.items():\n    print(\"{}:\".format(color))\n    for shape, count in shapes.items():\n        if shape == 'total':\n            continue\n        print(\"  {}x {}\".format(count, shape))\n    print(\"  Total: {}\".format(count))\n```\n\nOutput:\n```\ngreen:\n  2x triangle\n  1x circle\n  Total: 3\nred:\n  1x octagon\n  2x rhombus\n  Total: 3\nblue:\n  1x triangle\n  1x square\n  Total: 2\n```\n\nNote that the default value is a reference, and is affected by external changes. This only affects new uses of the default value, not previous uses.\n```python\nspam = DefaultDict(default=['Hello'])\nprint(spam['eggs'])\n\nspam.default.append('world')\nprint(spam['sausage'])\n\nprint(spam)\n```\n\nOutput:\n```\n['Hello']\n['Hello', 'world']\nDictWithDefault(init={'sausage': ['Hello', 'world'], 'eggs': ['Hello']}, default=['Hello', 'world'])\n```\n\n\n",
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