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        "author": "Yonatan Medan",
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        "description": "# fastIndex\nawesome way to select from pandas multi index and more\n\n**Warning! this repository is on early develoapment stage!**\n\n## installation:\n```\npip install fastindex\n```\n## configuration:\n\n```python\nfrom fastindex import fast_index\nimport pandas as pd\n#expanding pandas with fastindex\nfast_index(pd)\n```\n## example usage:\n### setting pandas MultiIndex\n```python\ndf = read_csv(\"data.csv\")\ndf.set_index([\"Country\",\"City\",\"District\",\"first_name\",\"Age\",\"ID\"],inplace=True)\ndf.sort_index(inplace=True)\n```\n\n### Basic Selection\n- **Regular Pandas:**\n```python\ndf.loc[(slice(None),slice(None),slice(None),slice(None),24),:]\n```\n\n- **With fastindex**\n```python\ndf.fidx.slice(Age=24)\n```\n\n### Ranges\n- **Regular Pandas:**\n```python\ndf.loc[(\"Spain\",slice(None),slice(None),slice(None),slice(23,25)),:]\n```\n- **With fastindex**\n```python\ndf.fidx.slice(Age=slice(23,25),Country=\"Spain\")\n```\n\n\n### Selecting columns \n- **Regular Pandas:**\n```python\ndf.loc[(\"Spain\",slice(None),slice(None),slice(None),slice(23,25)),[\"last_name\"]]\n```\n- **With fastindex**\n```python\ndf.fidx.slice(Age=slice(23,25),Country=\"Spain\",columns = [\"last_name\"])\n```\n\n\n### setting values using f_slice:\n```python\nslc = df.fidx.f_slice(Age=slice(23,25),Country=\"Spain\")\ndf.loc[slc,\"last_name\"] = \"Leonardo\"\n```\n\n\n",
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