{
    "info": {
        "author": "Piotr Rarus",
        "author_email": "piotr.rarus@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
        ],
        "description": "# Austen\n\nNested telemetry logger.\nPerfect for printing algorithms. Dumps into `json` file.\n\n## Features\n\nCore idea behind `Austen` is to have algorithm call stack logged with exact arguments.These are stored in a dictionary and dumped into `json`.\nAdditionally `Austen` handles dumps of some additional file types. These include:\n\n- objects (using `joblib`)\n- plots\n- sheets\n- dictionaries\n- images\n- GIFs\n\nAll files will be dumped in a folder structure, that corresponds to your algorithm (folder per branch).\n\n## Getting started\n\n```shell\npip install austen\n```\n\n## How to use\n\n### Manual entries\n\nWe'll start by importing `Logger` class from the library.\n\n```py\nfrom austen import Logger\n```\n\nNow we can instantiate `Logger` object.\n\n```py\nlogger = Logger(output='logs')\n```\n\nBy `output` argument you can specify base directory for subsequent dumps.\nIt will dump to your current working directory (relative path). If you want to dump it somewhere else, just put absolute path in there. Now it'll dump to `./logs/`.\n\nNow let's add some entry to our logger.\n\n```py\nlogger.add_entry('foo', 'bar')\n```\n\nYou can also add multiple entries at once.\n\n```py\nentries = [\n    ('a', 1),\n    ('b', 2),\n    ('c', 5)\n]\n\nlogger.add_entries(entries)\n```\n\nEntries are stored in a dictionary. This means that key has to be hashable.\nIf you think something is appropriate for `json` format, just push it to logger.\n\n### Wrapping function calls\n\nLet's log some functions.\n\n```py\ndef add(x, y):\n    return x + y\n\ndef foo(logger:Logger, x, y):\n    return logger.log_func(\n        func=add,\n        kwargs={'x': x, 'y': y}\n    )\n```\n\n### Other file types\n\nNow let's see how we can dump files.\n\n#### Objects\n\n```py\nlogger.save_obj(logger, name='logger')\n```\n\n- `name` denotes name of your file. File extensions are handled automatically.\n\nObjects are serialized using `joblib`.\n\n#### Plots, figures\n\n```py\nlogger.save_fig(figure, name='foo')\n```\n\nYour figure should implement `savefig` interfaces from `matplotlib`.\nIt's de facto standard for plots in Python.\n\n```shell\nlogs/foo.png\n```\n\n#### Sheets\n\n```py\nwith open('foo.csv') as csv:\n    frame = pd.read_csv(csv)\n    logger.save_csv(frame, name='foo')\n```\n\nYour frame should implement `to_csv` interface from `pandas`.\nI guess everyone's just using `pandas` nowadays to handle sheets.\n\n```shell\nlogs/foo.csv\n```\n\n#### Dictionaries\n\nDictionaries are saved in `json` format.\n\n```py\nlogger.save_json(dictionary, name='dictionary')\n```\n\n#### Images\n\n```py\nlogger.save_image(image, name='astronaut')\nlogger.save_image(image, name='coffee')\n```\n\nWe use `skimage.io.imsave` to handle images. Images are saved as `png`.\n\n```shell\nlogs/astronaut.png\nlogs/coffee.png\n```\n\n```py\nlogger.save_image(image, name='astronaut', prefix_step=True)\nlogger.save_image(image, name='coffee', prefix_step=True)\n```\n\nYou can also use `prefix_step` parameter to append some ordering prefix.\nGuess now it's time to talk about `steps`. It's a private counter inside your logger, that's incremented each time you use `log_func`. So later, when you're viewing your files, you can order them by name (which is default for most OS). It'll result in following structure:\n\n```shell\nlogs/01_astronaut.png\nlogs/02_coffee.png\n```\n\n#### GIFs\n\n```py\nlogger.save_gif(images, 'your-sequence')\n```\n\nGIFs are dumped using `PIL`.\n\n### Time to get a bit crazy (nesting)\n\n```py\nwith Logger(logs_dir) as logger:\n    logger.add_entry('x', 0)\n\n    with logger.get_child('bar') as child_logger:\n        child_logger.add_entry('y', 1)\n```\n\nYou can nest your loggers using `get_child` method. We recommend you wrap your loggers with scopes, so they're easier to manage.\n\n- once logger is disposed, it'll merge to the parent logger.\n- once root logger is disposed, it'll dump all your telemetry in `json` file\n\nAnother tip would be to write code in 'scope per branch' fashion - you do single method, where you use only single logger. You can pass parent logger with an argument.\n\n## Author\n\n- Piotr Rarus piotr.rarus@gmail.com\n\n\n",
        "description_content_type": "text/markdown",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/piotr-rarus/austen",
        "keywords": "",
        "license": "MIT",
        "maintainer": "",
        "maintainer_email": "",
        "name": "austen",
        "package_url": "https://pypi.org/project/austen/",
        "platform": "",
        "project_url": "https://pypi.org/project/austen/",
        "project_urls": {
            "Homepage": "https://github.com/piotr-rarus/austen"
        },
        "release_url": "https://pypi.org/project/austen/0.2.7/",
        "requires_dist": [
            "numpy",
            "scipy",
            "pandas",
            "matplotlib",
            "seaborn",
            "scikit-image",
            "joblib"
        ],
        "requires_python": "",
        "summary": "Nested telemetry logger.",
        "version": "0.2.7"
    },
    "last_serial": 5866063,
    "releases": {
        "0.1.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "682dd52156227148199ba245d151fb18",
                    "sha256": "912b89c7e2e8f7361e76030352559ece49beb3daa09691b145a08a8758e74f06"
                },
                "downloads": -1,
                "filename": "austen-0.1.6-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "682dd52156227148199ba245d151fb18",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 6852,
                "upload_time": "2019-06-26T15:36:56",
                "url": "https://files.pythonhosted.org/packages/0e/0a/73e18fe2f0b583689375474df103c8a7b47dce6b179d7af7c51f1846beb3/austen-0.1.6-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "a4da3527832d0b031b22f528c4d25448",
                    "sha256": "71863103a52db5950955e868a47dc90627548d4e925f28dbf3f198ec550f85cb"
                },
                "downloads": -1,
                "filename": "austen-0.1.6.tar.gz",
                "has_sig": false,
                "md5_digest": "a4da3527832d0b031b22f528c4d25448",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5541,
                "upload_time": "2019-06-26T15:36:58",
                "url": "https://files.pythonhosted.org/packages/1b/e4/2a5376f9ba8d9ee0576375320bfb430e491dc279f7f7affe69e13770b6fa/austen-0.1.6.tar.gz"
            }
        ],
        "0.1.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6ebd5d02bdab1a7d8f5200c75fc27898",
                    "sha256": "30d8b7dcdb5325d8955c66239839e93a34dc4cac858d4cce8ed0e3b91de4e508"
                },
                "downloads": -1,
                "filename": "austen-0.1.7-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "6ebd5d02bdab1a7d8f5200c75fc27898",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 6851,
                "upload_time": "2019-06-28T12:29:43",
                "url": "https://files.pythonhosted.org/packages/03/f7/d3c4d4def99adcf69b1d1e42207e881a3ecb28b1fc0bda2af5915940de99/austen-0.1.7-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "852ecb37adc4cd6a22f003bf0a24e7f1",
                    "sha256": "7e9b7d792f04ab4c336e1188d4151be7d987e8de29b02a67f61a3d5169f5accf"
                },
                "downloads": -1,
                "filename": "austen-0.1.7.tar.gz",
                "has_sig": false,
                "md5_digest": "852ecb37adc4cd6a22f003bf0a24e7f1",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5539,
                "upload_time": "2019-06-28T12:29:44",
                "url": "https://files.pythonhosted.org/packages/85/ce/6f923ffbf16280e4a17db0e7714a210e9581a0fb17fac82cc72d1319eac2/austen-0.1.7.tar.gz"
            }
        ],
        "0.1.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c9be8fd58a0004badf52859359c5727d",
                    "sha256": "bba771ccf121f4a40c7bbdd65b2be0b4ea457a9c4bf363c5a4076f9a8ae68768"
                },
                "downloads": -1,
                "filename": "austen-0.1.8-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "c9be8fd58a0004badf52859359c5727d",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 6856,
                "upload_time": "2019-07-02T09:18:04",
                "url": "https://files.pythonhosted.org/packages/68/ac/7dff618a2aa150c3406d9db86757dda3146b9178bacd6a82b166bffe9a81/austen-0.1.8-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "98221ed92bc473af464df35630633a43",
                    "sha256": "e1d0424fda08a03735e2b347b620262892b0483108c3593a99507406bc8e1cc1"
                },
                "downloads": -1,
                "filename": "austen-0.1.8.tar.gz",
                "has_sig": false,
                "md5_digest": "98221ed92bc473af464df35630633a43",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5548,
                "upload_time": "2019-07-02T09:18:05",
                "url": "https://files.pythonhosted.org/packages/8b/51/3d5c1ade7518325150c6b44b580c79222bf0435961ff4cf43efd5b3129ec/austen-0.1.8.tar.gz"
            }
        ],
        "0.1.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "87afd03471f1d1948de7e6a82979e036",
                    "sha256": "d18823419b11d37e0fa74741f8fc93b0451daea40b60b816b6f232869f7e81fe"
                },
                "downloads": -1,
                "filename": "austen-0.1.9-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "87afd03471f1d1948de7e6a82979e036",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 6859,
                "upload_time": "2019-07-13T15:21:33",
                "url": "https://files.pythonhosted.org/packages/df/46/3b1e0c24fb570be39e8bb53f382a2469561d6aeaef9cd6c2932413f0ea4b/austen-0.1.9-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c59dba895ecdfea02ad0d4341cf63f71",
                    "sha256": "3ceb14f61d766c2f77b9ef3811ec2f02da919a65e3565cc0b03d74bec18d7a0b"
                },
                "downloads": -1,
                "filename": "austen-0.1.9.tar.gz",
                "has_sig": false,
                "md5_digest": "c59dba895ecdfea02ad0d4341cf63f71",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5549,
                "upload_time": "2019-07-13T15:21:34",
                "url": "https://files.pythonhosted.org/packages/a3/f0/cb1c1a168bab8abb25c82f0cae5065ef184124d933769e06ecc825a0e065/austen-0.1.9.tar.gz"
            }
        ],
        "0.2.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2baf9150c567c77748120d3907d0220d",
                    "sha256": "bf8373625977477899c560a31157cde8869b340497d9320faf06f4718c548af8"
                },
                "downloads": -1,
                "filename": "austen-0.2.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "2baf9150c567c77748120d3907d0220d",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 6940,
                "upload_time": "2019-07-29T10:56:01",
                "url": "https://files.pythonhosted.org/packages/9a/12/39b71924f2d99b4691fecaf2d0826ff3f95fe0534fe14420a465cecf4f27/austen-0.2.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "fb65dfbee15ddd7c9989ae14fa07c2a7",
                    "sha256": "42ee4c2ebfe56d04ad43d0867c660e16f761bc353e694262404c561cac91d47c"
                },
                "downloads": -1,
                "filename": "austen-0.2.0.tar.gz",
                "has_sig": false,
                "md5_digest": "fb65dfbee15ddd7c9989ae14fa07c2a7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5630,
                "upload_time": "2019-07-29T10:56:03",
                "url": "https://files.pythonhosted.org/packages/e2/b7/6cbf01b9f4cd358202a747299392e39baac86f83c313c7fc2240b796a6b8/austen-0.2.0.tar.gz"
            }
        ],
        "0.2.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "54f93f62a0dd9f17536d6bfe95eea1ca",
                    "sha256": "fe26fcec8998dd43926248d60873e13261de1ede7ea3c407c20363d220932e75"
                },
                "downloads": -1,
                "filename": "austen-0.2.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "54f93f62a0dd9f17536d6bfe95eea1ca",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 6951,
                "upload_time": "2019-08-13T00:21:18",
                "url": "https://files.pythonhosted.org/packages/42/29/62ff559562e35c85f7464adc5d7415a8b09065ec62c4058feb67df195517/austen-0.2.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "a9cb617aa431dee465dcb6ab147e6b3b",
                    "sha256": "5ae9ca53f87d5f383dd0e207e89827654c54dda452eb0249eefbca813db14955"
                },
                "downloads": -1,
                "filename": "austen-0.2.1.tar.gz",
                "has_sig": false,
                "md5_digest": "a9cb617aa431dee465dcb6ab147e6b3b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5641,
                "upload_time": "2019-08-13T00:21:19",
                "url": "https://files.pythonhosted.org/packages/79/a9/34c3b46f0d6fbc620af4445eef18b0feceb12afe6bee6de712d9f6c77570/austen-0.2.1.tar.gz"
            }
        ],
        "0.2.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "bfafa82d99ad4e30cad5d571151f9e4f",
                    "sha256": "813cc36be85efd3b18ed8d84990a3c7594cd2db9af83f3943dbd2f796dd8602b"
                },
                "downloads": -1,
                "filename": "austen-0.2.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "bfafa82d99ad4e30cad5d571151f9e4f",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 6986,
                "upload_time": "2019-08-13T07:03:20",
                "url": "https://files.pythonhosted.org/packages/1d/72/9bf6a580611a332de6c11950c96aa410658d8d294d44f70c13dc5170a0bd/austen-0.2.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c09458bf15b42223ebc877dd42e840c9",
                    "sha256": "281a5e178f7214113ff06ee99c77eda014743bd48f8a6b8ea7c418c103742c5e"
                },
                "downloads": -1,
                "filename": "austen-0.2.2.tar.gz",
                "has_sig": false,
                "md5_digest": "c09458bf15b42223ebc877dd42e840c9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5675,
                "upload_time": "2019-08-13T07:03:21",
                "url": "https://files.pythonhosted.org/packages/62/60/34a3ffa80f1bbf33b19a1c2c2e5a5b58d6a51cf153cca4ec75cadbcd5aa8/austen-0.2.2.tar.gz"
            }
        ],
        "0.2.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "0cb810a122821d498278d7b425dd9cf4",
                    "sha256": "863dd337d07342371dbf3c294a80514aa7e6bd582db31c3d367e2e0522794920"
                },
                "downloads": -1,
                "filename": "austen-0.2.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "0cb810a122821d498278d7b425dd9cf4",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 8732,
                "upload_time": "2019-08-25T14:15:56",
                "url": "https://files.pythonhosted.org/packages/2c/c7/ec01099bae038fe43b0506ebf5489c75cb02f997b4785b189b48555e64c0/austen-0.2.3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "e4e15e90ed9d6ad4c673d7a8f0383a38",
                    "sha256": "0b2cdabe3a0e9da90152b9769792c44add21f33353f0d9fa35ce4799d34da044"
                },
                "downloads": -1,
                "filename": "austen-0.2.3.tar.gz",
                "has_sig": false,
                "md5_digest": "e4e15e90ed9d6ad4c673d7a8f0383a38",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6662,
                "upload_time": "2019-08-25T14:15:57",
                "url": "https://files.pythonhosted.org/packages/e7/b5/a75f3701a50acbafe48fee62a41d76abd6c8dd6ff3a8a6cbe37dd90fce70/austen-0.2.3.tar.gz"
            }
        ],
        "0.2.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "192ba72ce43d1692f7dd7428fc709fa1",
                    "sha256": "bc0a7cffae41c3b09f1eae91fb2b33cc7f72b51b14969d509acf37dd579fd9ff"
                },
                "downloads": -1,
                "filename": "austen-0.2.4-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "192ba72ce43d1692f7dd7428fc709fa1",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 8696,
                "upload_time": "2019-08-26T06:01:22",
                "url": "https://files.pythonhosted.org/packages/cd/ba/168f5fafba8d4fa013b2e78c2a3ad12a11a4a945604e6f81937db5a25547/austen-0.2.4-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "d64eb4928d43faa4884b35cc1a8444d6",
                    "sha256": "34299e89c2396684501340908acb9f6b501ce3740d959731ba425518f27caa55"
                },
                "downloads": -1,
                "filename": "austen-0.2.4.tar.gz",
                "has_sig": false,
                "md5_digest": "d64eb4928d43faa4884b35cc1a8444d6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6641,
                "upload_time": "2019-08-26T06:01:24",
                "url": "https://files.pythonhosted.org/packages/d9/51/b1aa1c5b8fea2805682591ec1b290a3ae914b8ed87075d7bd13285447043/austen-0.2.4.tar.gz"
            }
        ],
        "0.2.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "291b3294161959d49f7dbb704fb328bc",
                    "sha256": "c64bc27e3a76e3536017ef8c7c4f2d42c983ec59075d7a57327fd22e2da086f4"
                },
                "downloads": -1,
                "filename": "austen-0.2.5-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "291b3294161959d49f7dbb704fb328bc",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 9333,
                "upload_time": "2019-09-17T12:41:22",
                "url": "https://files.pythonhosted.org/packages/c0/b7/71931d025887429e1251caa4e0ac0997bdce43d8042a7ebb80d6ba3ec9d4/austen-0.2.5-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "30c5cb9aedce33e53b02eb7ea4ff6e32",
                    "sha256": "32a93bc5453475b62a128c115320f81c078f50a8d1d221f614433207d104ea83"
                },
                "downloads": -1,
                "filename": "austen-0.2.5.tar.gz",
                "has_sig": false,
                "md5_digest": "30c5cb9aedce33e53b02eb7ea4ff6e32",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7925,
                "upload_time": "2019-09-17T12:41:24",
                "url": "https://files.pythonhosted.org/packages/cd/6f/5d6f7f3e6ea3d3267194364fcc98777cfc7fdc4396bfa1adbfd7b4b66280/austen-0.2.5.tar.gz"
            }
        ],
        "0.2.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a4c0f52d0863b6a5a1c1c5e97e62579c",
                    "sha256": "4ae343b90e4c6ef7705c5f56a85d7de777f156a8addf115fbb08fbbb8ca88dbf"
                },
                "downloads": -1,
                "filename": "austen-0.2.6-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "a4c0f52d0863b6a5a1c1c5e97e62579c",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 9360,
                "upload_time": "2019-09-18T10:52:04",
                "url": "https://files.pythonhosted.org/packages/53/27/07745a615ebb8e66cd03c1d9420508ad41f122a46a6b41674ff652060e68/austen-0.2.6-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "b26af81c9eca17279e4402da111d799c",
                    "sha256": "f7f90d4cc6d6b1b19fd26d7feaa571cbbfb9448a5aa36986535125006e2720ba"
                },
                "downloads": -1,
                "filename": "austen-0.2.6.tar.gz",
                "has_sig": false,
                "md5_digest": "b26af81c9eca17279e4402da111d799c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7951,
                "upload_time": "2019-09-18T10:52:06",
                "url": "https://files.pythonhosted.org/packages/02/50/e5a0f6df231d0e928a5a955444adf611408848ab38988dd34e60b2d740b8/austen-0.2.6.tar.gz"
            }
        ],
        "0.2.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8d0534abaecf147c73a49f0f532d4ef2",
                    "sha256": "c1ffecba7fed02f877459fcdaf67f14b3cd4a51391ccc6ea4001184ccc43b3c4"
                },
                "downloads": -1,
                "filename": "austen-0.2.7-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "8d0534abaecf147c73a49f0f532d4ef2",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 9403,
                "upload_time": "2019-09-21T13:51:32",
                "url": "https://files.pythonhosted.org/packages/b8/bc/541cecd956d4f72d1465759f41ee60cc00472e34df5ac1dde5b195b5bfff/austen-0.2.7-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "10b849c0fc36758a9854ca15ee4fcbfa",
                    "sha256": "06d344dea2c5578fd638fb0429d8b040b3d1c63810b11ac54be299157c7f3498"
                },
                "downloads": -1,
                "filename": "austen-0.2.7.tar.gz",
                "has_sig": false,
                "md5_digest": "10b849c0fc36758a9854ca15ee4fcbfa",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7996,
                "upload_time": "2019-09-21T13:51:34",
                "url": "https://files.pythonhosted.org/packages/50/4e/0e6595541d28e986f0146264bbac266c987a29c4340a3a6e57cb562a21fd/austen-0.2.7.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "8d0534abaecf147c73a49f0f532d4ef2",
                "sha256": "c1ffecba7fed02f877459fcdaf67f14b3cd4a51391ccc6ea4001184ccc43b3c4"
            },
            "downloads": -1,
            "filename": "austen-0.2.7-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "8d0534abaecf147c73a49f0f532d4ef2",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 9403,
            "upload_time": "2019-09-21T13:51:32",
            "url": "https://files.pythonhosted.org/packages/b8/bc/541cecd956d4f72d1465759f41ee60cc00472e34df5ac1dde5b195b5bfff/austen-0.2.7-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "10b849c0fc36758a9854ca15ee4fcbfa",
                "sha256": "06d344dea2c5578fd638fb0429d8b040b3d1c63810b11ac54be299157c7f3498"
            },
            "downloads": -1,
            "filename": "austen-0.2.7.tar.gz",
            "has_sig": false,
            "md5_digest": "10b849c0fc36758a9854ca15ee4fcbfa",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 7996,
            "upload_time": "2019-09-21T13:51:34",
            "url": "https://files.pythonhosted.org/packages/50/4e/0e6595541d28e986f0146264bbac266c987a29c4340a3a6e57cb562a21fd/austen-0.2.7.tar.gz"
        }
    ]
}