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        "author": "Crunch.io",
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Use `print` to pretty-indent JSON payloads:\n\n    >>> print site\n    pycrunch.shoji.Catalog(**{\n        \"element\": \"shoji:catalog\",\n        \"self\": \"https://app.crunch.io/api/\",\n        \"description\": \"The API root.\",\n        \"catalogs\": {\n            \"datasets\": \"https://app.crunch.io/api/datasets/\",\n            ...\n        },\n        \"urls\": {\n            \"logout_url\": \"https://app.crunch.io/api/logout/\",\n            ...\n        },\n        \"views\": {\n            \"migration\": \"https://app.crunch.io/api/migration/\"\n        }\n    })\n\nURI's in payloads' catalogs, views, fragments, and urls collections\nare followable automatically:\n\n    >>> print site.datasets\n    pycrunch.shoji.Catalog(**{\n        \"self\": \"https://app.crunch.io/api/datasets/\",\n        \"element\": \"shoji:catalog\",\n        \"index\": {\n            \"https://app.crunch.io/api/datasets/dbf9fca7b727/\": {\n                \"owner_display_name\": \"me@mycompany.com\",\n                \"description\": \"\",\n                \"id\": \"dbf9fca7b727\",\n                \"owner_id\": \"https://app.crunch.io/api/users/253b68/\",\n                \"archived\": false,\n                \"name\": \"Hog futures tracking (May 2014)\"\n            },\n        },\n        ...\n    })\n\nEach recognized JSON payload also automatically gives dotted-attribute\naccess to the members of each JSON object:\n\n    >>> print site.datasets.index.values()[0]\n    pycrunch.shoji.Tuple(**{\n        \"owner_display_name\": \"me@mycompany.com\",\n        \"description\": \"\",\n        \"id\": \"dbf9fca7b727\",\n        \"owner_id\": \"https://app.crunch.io/api/users/253b68/\",\n        \"archived\": false,\n        \"name\": \"Hog futures tracking (May 2014)\"\n    })\n\nResponses may also possess additional helpers, like the `entity` property of\neach Tuple in a catalog's index, which follows the link to the Entity resource:\n\n    >>> print site.datasets.index.values()[0].entity_url\n    \"https://app.crunch.io/api/datasets/dbf9fca7b727/\"\n\n    >>> print site.datasets.index.values()[0].entity\n    pycrunch.shoji.Entity(**{\n        \"self\": \"https://app.crunch.io/api/datasets/dbf9fca7b727/\",\n        \"element\": \"shoji:entity\",\n        \"description\": \"Detail for a given dataset\",\n        \"body\": {\n            \"archived\": false,\n            \"user_id\": \"253b68\",\n            \"name\": \"Hog futures tracking (May 2014)\"\n            \"weight\": \"https://app.crunch.io/api/datasets/dbf9fca7b727/variables/36f5404/\",\n            \"creation_time\": \"2014-03-06T18:23:26.780752+00:00\",\n            \"description\": \"\"\n        },\n        \"catalogs\": {\n            \"batches\": \"https://app.crunch.io/api/datasets/dbf9fca7b727/batches/\",\n            \"joins\": \"https://app.crunch.io/api/datasets/dbf9fca7b727/joins/\",\n            \"variables\": \"https://app.crunch.io/api/datasets/dbf9fca7b727/variables/\",\n            \"filters\": \"https://app.crunch.io/api/datasets/dbf9fca7b727/filters/\",\n            ...\n        },\n        \"views\": {\n            \"cube\": \"https://app.crunch.io/api/datasets/dbf9fca7b727/cube/\",\n            ...\n        },\n        \"urls\": {\n            \"revision_url\": \"https://app.crunch.io/api/datasets/dbf9fca7b727/revision/\",\n            ...\n        },\n        \"fragments\": {\n            \"table\": \"https://app.crunch.io/api/datasets/dbf9fca7b727/table/\"\n        }\n    })\n\nYou typically add new resources to a Catalog via its `create` method:\n\n    >>> ds = site.datasets.create({\"body\": {\n            'name': \"My first dataset\"\n        }}, refresh=True)\n    >>> gender = ds.variables.create({\"body\": {\n            'name': 'Gender',\n            'alias': 'gender',\n            'type': 'categorical',\n            'categories': [\n                {'id': -1, 'name': 'No Data', 'numeric_value': None, 'missing': True},\n                {'id': 1, 'name': 'M', 'numeric_value': None, 'missing': False},\n                {'id': 2, 'name': 'F', 'numeric_value': None, 'missing': False}\n            ],\n            'values': [1, 2, {\"?\": -1}, 2]\n        }}, refresh=True)\n    >>> print ds.table.data\n    pycrunch.elements.JSONObject(**{\n        \"e7f361628\": [\n            1,\n            2,\n            {\"?\": -1},\n            2\n        ]\n    })\n\nTo access a Pandas Dataframe of the data in your dataset:\n\n    >>> from pycrunch import pandaslib as crunchpandas\n    >>> df = crunchpandas.dataframe_from_dataset(site,'baadf00d000339d9faadg00beab11e')\n    >>> print(df)\n    < Draws a dataframe table >\n\n\n",
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