{ "info": { "author": "Arun Nemani", "author_email": "neman014@gmail.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "# dfreduce\n\n[![PyPI version](https://badge.fury.io/py/dfreduce.svg)](https://badge.fury.io/py/dfreduce)\n\nDescription: Automatically reduce the memory size of your pandas dataframe\n\n## Installation\npip install dfreduce\n\n## Usage\n```\nfrom dfreduce.core import DFReduce\nimport pandas as pd\n\ndf = pd.read_csv('https://ed-public-download.app.cloud.gov/downloads/Most-Recent-Cohorts-Scorecard-Elements.csv')\ndf_reduced = DFReduce(df).reduce()\n\n# Alternatively, you can also use the inplace parameter to overwrite input dataframe\nDFReduce(df, inplace=True).reduce()\n```\n\n## Uninstallation\n\n```\npip uninstall dfreduce\n```\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/arun-nemani/dfreduce", "keywords": "", "license": "", "maintainer": "", "maintainer_email": "", "name": "dfreduce", "package_url": "https://pypi.org/project/dfreduce/", "platform": "", "project_url": "https://pypi.org/project/dfreduce/", "project_urls": { "Homepage": "https://github.com/arun-nemani/dfreduce" }, "release_url": "https://pypi.org/project/dfreduce/1.7/", "requires_dist": [ "pandas (>=0.19)", "numpy", "nose", "tqdm" ], "requires_python": "", "summary": "Automatic size reduction for pandas dataframe", "version": "1.7" }, "last_serial": 5642320, "releases": { "1.0": [ { "comment_text": "", "digests": { "md5": "038f81acd11ddbedbe5eaf4f850b2f2a", "sha256": "58d0ef62d9c03b884b3694765cbad09c1bf8772e951813e9c9971f011fbdd6e8" }, "downloads": -1, "filename": "dfreduce-1.0-py3.6.egg", "has_sig": false, "md5_digest": "038f81acd11ddbedbe5eaf4f850b2f2a", "packagetype": "bdist_egg", "python_version": "3.6", "requires_python": null, "size": 3707, "upload_time": "2019-02-24T08:11:15", "url": "https://files.pythonhosted.org/packages/0f/1e/e6b8a78866be42d790802d3f428499c31cb8ce96584ab231fde216ce3390/dfreduce-1.0-py3.6.egg" }, { "comment_text": "", "digests": { "md5": "61af16482f90efaa42e08c85c0d79292", "sha256": "b64ca7e36f245447767d823b063a6313d792fcb1c601b7893b5c31ad513c49af" }, "downloads": -1, "filename": "dfreduce-1.0-py3-none-any.whl", "has_sig": false, "md5_digest": "61af16482f90efaa42e08c85c0d79292", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 3944, "upload_time": "2019-02-24T14:02:13", "url": "https://files.pythonhosted.org/packages/5f/e7/2bae90b9df13db0f8f3bd91989e349212a70fec44e5bda9836b5ae2e091e/dfreduce-1.0-py3-none-any.whl" } ], "1.1": [ { "comment_text": "", "digests": { "md5": "d96efe996bbf05fb9dc3fde0bf6d0f26", "sha256": "3c8f7eab447888af1ae0acc73a73d60ea97a631d47cb9cfb6bf0f09e0c234fff" }, "downloads": -1, "filename": "dfreduce-1.1-py3-none-any.whl", "has_sig": false, "md5_digest": "d96efe996bbf05fb9dc3fde0bf6d0f26", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 3944, "upload_time": "2019-02-24T14:03:45", "url": "https://files.pythonhosted.org/packages/6f/27/845ff8b77dbf01a444a0c679c21c1ad42c0e3d613b4cf3f22eeba0d4161a/dfreduce-1.1-py3-none-any.whl" } ], "1.2": [ { "comment_text": "", "digests": { "md5": "6a4e93dd3c598dbfec5ae17f81b64bb6", "sha256": "f4978bc7b3151db8786639e23ddf9ca5017e22272ebdec1387cab5ad7cd0edf1" }, "downloads": -1, "filename": "dfreduce-1.2-py3-none-any.whl", "has_sig": false, "md5_digest": "6a4e93dd3c598dbfec5ae17f81b64bb6", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 3212, "upload_time": "2019-06-08T11:05:26", "url": "https://files.pythonhosted.org/packages/67/70/fac983efef4c63c714db16b5fa1738d7d30bfb00c1e50feea313bdbbf10e/dfreduce-1.2-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "a1e61bf598c3555f717f788cc7c8bde3", "sha256": "7be1780290be43a2baf6e1b6d602e9b3b2f82a2feed0b82b5b72bd0240058af0" }, "downloads": -1, "filename": "dfreduce-1.2.tar.gz", "has_sig": false, "md5_digest": "a1e61bf598c3555f717f788cc7c8bde3", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 2064, "upload_time": "2019-06-08T11:05:28", "url": "https://files.pythonhosted.org/packages/da/a0/5befa34471049493a702c61b85917806d6081d8a1492dc87eadc902958cd/dfreduce-1.2.tar.gz" } ], "1.3": [ { "comment_text": "", "digests": { "md5": "58bab6acbf4a9355dd752f2d36d21341", "sha256": "1aaac2ef69efaf37a3bd05755bc515c956b568c94f50c56ed349a02f264940d2" }, "downloads": -1, "filename": "dfreduce-1.3-py3-none-any.whl", "has_sig": false, "md5_digest": "58bab6acbf4a9355dd752f2d36d21341", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 3225, "upload_time": "2019-06-08T13:17:23", "url": "https://files.pythonhosted.org/packages/54/10/1b9f629af276c9071b14dfb866e0c2e0e3ea6b7d8ded85a57cf14d756ae2/dfreduce-1.3-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "daea9a98f47f27b3c7dffbd5f3d5fcb3", "sha256": "1279795b9c8109d60c7ff2674da74f95290950dcbf313831189351404260719a" }, "downloads": -1, "filename": "dfreduce-1.3.tar.gz", "has_sig": false, "md5_digest": "daea9a98f47f27b3c7dffbd5f3d5fcb3", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 2082, "upload_time": "2019-06-08T13:17:25", "url": "https://files.pythonhosted.org/packages/bb/a3/f37faa5e0d51c9c790b10832499bcfa8b666403aad74c01d37c2d18fb7db/dfreduce-1.3.tar.gz" } ], "1.4": [ { "comment_text": "", "digests": { "md5": "2f0e807b52401b943788b1aad2a03695", "sha256": "f6bf25ff432caa4d13232c4142feb719cfac240e3e6e9fa324a7def2764bd7e9" }, "downloads": -1, "filename": "dfreduce-1.4-py3-none-any.whl", "has_sig": false, "md5_digest": "2f0e807b52401b943788b1aad2a03695", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 3228, "upload_time": "2019-06-08T13:21:38", "url": "https://files.pythonhosted.org/packages/c8/8d/115ca55c3fe3fb55ae336144adb6569612d37512f977e266f936988eb39d/dfreduce-1.4-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "e245a142342bdcbbb572c40ed781bfbc", "sha256": "3ca03210ce63200ce5e85ae42c1f598bc15270fd9ff63034826a13077a50dce6" }, "downloads": -1, "filename": "dfreduce-1.4.tar.gz", "has_sig": false, "md5_digest": "e245a142342bdcbbb572c40ed781bfbc", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 2083, "upload_time": "2019-06-08T13:21:39", "url": "https://files.pythonhosted.org/packages/a0/fa/067e23f34e5e73d3816e87489093e669c779e4060234425558ae8e07de49/dfreduce-1.4.tar.gz" } ], "1.5": [ { "comment_text": "", "digests": { "md5": "3f199fc0541c94aaa3e7939be45ef77e", "sha256": "d904d0b686c5e1c852b14edac166360d2962c910ef1a4e6ac545e0909d53ce6a" }, "downloads": -1, "filename": "dfreduce-1.5-py3-none-any.whl", "has_sig": false, "md5_digest": "3f199fc0541c94aaa3e7939be45ef77e", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 3230, "upload_time": "2019-06-08T15:21:18", "url": "https://files.pythonhosted.org/packages/50/8d/aab4e7d121cbb98b64fa62df212a1ce9b04b27773798e4b94e432601119f/dfreduce-1.5-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "7d54d28e04c1555250303fff1a639c2d", "sha256": "4f7559922f1e863422314b95a0d343dcebd6ca752731ecfed858e7408d95671b" }, "downloads": -1, "filename": "dfreduce-1.5.tar.gz", "has_sig": false, "md5_digest": "7d54d28e04c1555250303fff1a639c2d", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 2088, "upload_time": "2019-06-08T15:21:19", "url": "https://files.pythonhosted.org/packages/32/fb/8710b3e2f3085a8db31a72122693065f96d409a3facccb74b56fe9b3ca8e/dfreduce-1.5.tar.gz" } ], "1.6": [ { "comment_text": "", "digests": { "md5": "507fe22d0a6a9346692d9e170ef108b1", "sha256": "7aeccbe8a8f31eb7b0c175f5a951d10a1333f654f340d8b0c70af434117b9eb0" }, "downloads": -1, "filename": "dfreduce-1.6-py3-none-any.whl", "has_sig": false, "md5_digest": "507fe22d0a6a9346692d9e170ef108b1", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 3353, "upload_time": "2019-08-07T00:05:17", "url": "https://files.pythonhosted.org/packages/06/63/2a31750cee8e910d67b7ded4acaa3f3da6f0c8153472d071d311d36034f6/dfreduce-1.6-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "e5ae98d777f50f31aa1db0e7aeb9161f", "sha256": "82ca28d318a43543466b94d3fc9c04c15245d440067f34232558d54eba27131f" }, "downloads": -1, "filename": "dfreduce-1.6.tar.gz", "has_sig": false, "md5_digest": "e5ae98d777f50f31aa1db0e7aeb9161f", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 2212, "upload_time": "2019-08-07T00:05:19", "url": "https://files.pythonhosted.org/packages/67/eb/2e2a1693810fc16de5655f9ecda268889fd005451f6a3c4322ff3d7f119a/dfreduce-1.6.tar.gz" } ], "1.7": [ { "comment_text": "", "digests": { "md5": "0c05882531e0e4b88478f0095008f287", "sha256": "f60b4f3d7e4b4f371c58c01d4e17e6d6b8c154a643b3f6c5518f19cf63488926" }, "downloads": -1, "filename": "dfreduce-1.7-py3-none-any.whl", "has_sig": false, "md5_digest": "0c05882531e0e4b88478f0095008f287", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 3354, "upload_time": "2019-08-07T00:14:20", "url": "https://files.pythonhosted.org/packages/97/f5/7d129116f32adddfd64fa289f09368a3ca26e3f2eae39b34a771d3178f8a/dfreduce-1.7-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "0f5d87b07ff105e29ee80cac44d391ba", "sha256": "4b9f81b19c1aa536e05d7ac6755d6ed7508f34ddc9930fb8f1d2a86d44832dfa" }, "downloads": -1, "filename": "dfreduce-1.7.tar.gz", "has_sig": false, "md5_digest": "0f5d87b07ff105e29ee80cac44d391ba", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 2215, "upload_time": "2019-08-07T00:14:22", "url": "https://files.pythonhosted.org/packages/76/22/d2f21c6aeff34b7eb087e50f3d209a8ed41854cad523b8af16bf8866c51f/dfreduce-1.7.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "0c05882531e0e4b88478f0095008f287", "sha256": "f60b4f3d7e4b4f371c58c01d4e17e6d6b8c154a643b3f6c5518f19cf63488926" }, "downloads": -1, "filename": "dfreduce-1.7-py3-none-any.whl", "has_sig": false, "md5_digest": "0c05882531e0e4b88478f0095008f287", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 3354, "upload_time": "2019-08-07T00:14:20", "url": "https://files.pythonhosted.org/packages/97/f5/7d129116f32adddfd64fa289f09368a3ca26e3f2eae39b34a771d3178f8a/dfreduce-1.7-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "0f5d87b07ff105e29ee80cac44d391ba", "sha256": "4b9f81b19c1aa536e05d7ac6755d6ed7508f34ddc9930fb8f1d2a86d44832dfa" }, "downloads": -1, "filename": "dfreduce-1.7.tar.gz", "has_sig": false, "md5_digest": "0f5d87b07ff105e29ee80cac44d391ba", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 2215, "upload_time": "2019-08-07T00:14:22", "url": "https://files.pythonhosted.org/packages/76/22/d2f21c6aeff34b7eb087e50f3d209a8ed41854cad523b8af16bf8866c51f/dfreduce-1.7.tar.gz" } ] }