{
"info": {
"author": "Tim Fischer",
"author_email": "tim.fischer98@hotmail.com",
"bugtrack_url": null,
"classifiers": [
"Programming Language :: Python :: 3"
],
"description": "# wrangle_pypes\n_Easy, model based data wrangling._\n\n![\"Checked](\"http://www.mypy-lang.org/static/mypy_badge.svg\")
\n![\"Code](\"https://img.shields.io/badge/code%20style-black-000000.svg\")
\n\n## Origin\nThis project came about thanks to having implemented this concept in a prior project ([dfb_predict](https://github.com/tim-fi/dfb_predict)) and wanting to reuse it. In said previous project it came about, because we wanted to play around with data-oriented design and figured that if we break up the transformations required during data-wrangling/munging into a simple \"_AST_\" where each node represents a single transformation. And to further the idea we to some inspiration from one of the [Unix philosophy](https://en.wikipedia.org/wiki/Unix_philosophy) core tenants, i.e. a single transformation should do one simple thing only, and allow for composition to implement more complex behavior.\n\n## Example\n```python\nfrom dataclasses import dataclass\nimport json\n\nfrom wrangle_pypes import Pipeline\nfrom wrangle_pypes.transformations import Get, Create, Cast\n\n@dataclass\nclass Point:\n x: int\n y: int\n\n\n@dataclass\nclass Square:\n A: Point\n B: Point\n\n\npipeline = Pipline({\n Square: {\n \"A\": Get(\"A\") | Create(Point),\n \"A\": Get(\"B\") | Create(Point),\n },\n Point: {\n \"x\": Get(\"x\") | Cast(int),\n \"y\": Get(\"y\") | Cast(int),\n }\n})\n\ndata = \"\"\"\n[\n {\n \"A\": {\"x\": 0, \"y\", 0},\n \"B\": {\"x\": 1, \"y\", 1},\n }, {\n \"A\": {\"x\": 10, \"y\", 10},\n \"B\": {\"x\": 11, \"y\", 11},\n }\n]\n\"\"\"\n\nsquares = list(pipeline.create_multiple(json.loads(data)))\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/tim-fi/wrangle_pypes",
"keywords": "",
"license": "MIT",
"maintainer": "",
"maintainer_email": "",
"name": "wrangle-pypes",
"package_url": "https://pypi.org/project/wrangle-pypes/",
"platform": "",
"project_url": "https://pypi.org/project/wrangle-pypes/",
"project_urls": {
"Homepage": "https://github.com/tim-fi/wrangle_pypes"
},
"release_url": "https://pypi.org/project/wrangle-pypes/0.3/",
"requires_dist": null,
"requires_python": "",
"summary": "Easy, model based data wrangling.",
"version": "0.3"
},
"last_serial": 5573585,
"releases": {
"0.1": [
{
"comment_text": "",
"digests": {
"md5": "3cdbc3661c5bf77fa7f2af370357dc02",
"sha256": "9c55841deb7a39b578b1d2e5a0001c51be001821f6c2488ce3779a10c583b4f2"
},
"downloads": -1,
"filename": "wrangle_pypes-0.1-py3-none-any.whl",
"has_sig": false,
"md5_digest": "3cdbc3661c5bf77fa7f2af370357dc02",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": null,
"size": 4972,
"upload_time": "2019-07-02T10:37:16",
"url": "https://files.pythonhosted.org/packages/13/a6/08f961b4f28ba00eab5c60214a6224fe3b49f22eeb64eadff821bd24a3a5/wrangle_pypes-0.1-py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "e3d2b6125e7eaf2e43ced536a52149a5",
"sha256": "7ecb8bea5216399b434f714caaeacf64f530f43282c59f297b49227dd02c4247"
},
"downloads": -1,
"filename": "wrangle_pypes-0.1.tar.gz",
"has_sig": false,
"md5_digest": "e3d2b6125e7eaf2e43ced536a52149a5",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 4050,
"upload_time": "2019-07-02T10:37:18",
"url": "https://files.pythonhosted.org/packages/00/50/a0e0478ae8b61fb160a3bd76c6b93ec8debcfa0a2f881c3ac720d3c58389/wrangle_pypes-0.1.tar.gz"
}
],
"0.2": [
{
"comment_text": "",
"digests": {
"md5": "f940dcfcd1b437410ecca1b7cc4f5ee5",
"sha256": "a340f59824d7c2ed3c360e8f69e6a1032853b150aabd345c7611793eaaa9b57b"
},
"downloads": -1,
"filename": "wrangle_pypes-0.2.linux-x86_64.tar.gz",
"has_sig": false,
"md5_digest": "f940dcfcd1b437410ecca1b7cc4f5ee5",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 4146,
"upload_time": "2019-07-23T16:41:20",
"url": "https://files.pythonhosted.org/packages/ba/50/236727cef2669a052e7b6b6b1bbb61efe04334605739358e7531edb43bfe/wrangle_pypes-0.2.linux-x86_64.tar.gz"
},
{
"comment_text": "",
"digests": {
"md5": "8fc10e5b8f0813cd06879b53e0ef3ab4",
"sha256": "b18be3627acc357c06c042af17f717952e42c11ddaebde9fd588e250bee243ae"
},
"downloads": -1,
"filename": "wrangle_pypes-0.2-py3-none-any.whl",
"has_sig": false,
"md5_digest": "8fc10e5b8f0813cd06879b53e0ef3ab4",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": null,
"size": 5924,
"upload_time": "2019-07-23T16:54:01",
"url": "https://files.pythonhosted.org/packages/f8/02/67a5463612254a431c927e37964a16d5a0cc6a9c61a5317d8115f256e348/wrangle_pypes-0.2-py3-none-any.whl"
}
],
"0.3": [
{
"comment_text": "",
"digests": {
"md5": "38d696fdbddb5b2022b3076730d4a977",
"sha256": "ba1a7643a7436d6dc71a2216e7bb9a1f49a07520adf16162a8a6c9ddeb2609c4"
},
"downloads": -1,
"filename": "wrangle_pypes-0.3-py3-none-any.whl",
"has_sig": false,
"md5_digest": "38d696fdbddb5b2022b3076730d4a977",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": null,
"size": 5917,
"upload_time": "2019-07-23T17:34:16",
"url": "https://files.pythonhosted.org/packages/3e/be/4e4339d857653425f678fb2b6723cd53922ce90cb1b8ee597315270de35f/wrangle_pypes-0.3-py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "4f8666d25bdf6bd729759ca4060ded0e",
"sha256": "624347838dd19bf2904440bc4bf36c41229aed519963ca0c2b6b14f6288a5c78"
},
"downloads": -1,
"filename": "wrangle_pypes-0.3.tar.gz",
"has_sig": false,
"md5_digest": "4f8666d25bdf6bd729759ca4060ded0e",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 4183,
"upload_time": "2019-07-23T17:34:17",
"url": "https://files.pythonhosted.org/packages/a3/c9/c2a66e803f5d7e86dad77c409a4eb05f2111423d03c3d2c6ad3e384a306a/wrangle_pypes-0.3.tar.gz"
}
]
},
"urls": [
{
"comment_text": "",
"digests": {
"md5": "38d696fdbddb5b2022b3076730d4a977",
"sha256": "ba1a7643a7436d6dc71a2216e7bb9a1f49a07520adf16162a8a6c9ddeb2609c4"
},
"downloads": -1,
"filename": "wrangle_pypes-0.3-py3-none-any.whl",
"has_sig": false,
"md5_digest": "38d696fdbddb5b2022b3076730d4a977",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": null,
"size": 5917,
"upload_time": "2019-07-23T17:34:16",
"url": "https://files.pythonhosted.org/packages/3e/be/4e4339d857653425f678fb2b6723cd53922ce90cb1b8ee597315270de35f/wrangle_pypes-0.3-py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "4f8666d25bdf6bd729759ca4060ded0e",
"sha256": "624347838dd19bf2904440bc4bf36c41229aed519963ca0c2b6b14f6288a5c78"
},
"downloads": -1,
"filename": "wrangle_pypes-0.3.tar.gz",
"has_sig": false,
"md5_digest": "4f8666d25bdf6bd729759ca4060ded0e",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 4183,
"upload_time": "2019-07-23T17:34:17",
"url": "https://files.pythonhosted.org/packages/a3/c9/c2a66e803f5d7e86dad77c409a4eb05f2111423d03c3d2c6ad3e384a306a/wrangle_pypes-0.3.tar.gz"
}
]
}