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name ▼ summary classifiers description author author_email description_content_type home_page keywords license maintainer maintainer_email package_url platform project_url project_urls release_url requires_dist requires_python version yanked yanked_reason
csvs-to-sqlite Convert CSV files into a SQLite database ["Intended Audience :: Developers", "Intended Audience :: End Users/Desktop", "Intended Audience :: Science/Research", "License :: OSI Approved :: Apache Software License", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Topic :: Database"] # csvs-to-sqlite [![PyPI](https://img.shields.io/pypi/v/csvs-to-sqlite.svg)](https://pypi.org/project/csvs-to-sqlite/) [![Changelog](https://img.shields.io/github/v/release/simonw/csvs-to-sqlite?include_prereleases&label=changelog)](https://github.com/simonw/csvs-to-sqlite/releases) [![Tests](https://github.com/simonw/csvs-to-sqlite/workflows/Test/badge.svg)](https://github.com/simonw/csvs-to-sqlite/actions?query=workflow%3ATest) [![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://github.com/simonw/csvs-to-sqlite/blob/main/LICENSE) Convert CSV files into a SQLite database. Browse and publish that SQLite database with [Datasette](https://github.com/simonw/datasette). Basic usage: csvs-to-sqlite myfile.csv mydatabase.db This will create a new SQLite database called `mydatabase.db` containing a single table, `myfile`, containing the CSV content. You can provide multiple CSV files: csvs-to-sqlite one.csv two.csv bundle.db The `bundle.db` database will contain two tables, `one` and `two`. This means you can use wildcards: csvs-to-sqlite ~/Downloads/*.csv my-downloads.db If you pass a path to one or more directories, the script will recursively search those directories for CSV files and create tables for each one. csvs-to-sqlite ~/path/to/directory all-my-csvs.db ## Handling TSV (tab-separated values) You can use the `-s` option to specify a different delimiter. If you want to use a tab character you'll need to apply shell escaping like so: csvs-to-sqlite my-file.tsv my-file.db -s $'\t' ## Refactoring columns into separate lookup tables Let's say you have a CSV file that looks like this: county,precinct,office,district,party,candidate,votes Clark,1,President,,REP,John R. Kasich,5 Clark,2,President,,REP,John R. Kasich,0 Clark,3,President,,REP,John R. Kasich,7 ([Real example taken from the Open Elections project](https://github.com/openelections/openelections-data-sd/blob/master/2016/20160607__sd__primary__clark__precinct.csv)) You can n… Simon Willison   text/markdown https://github.com/simonw/csvs-to-sqlite   Apache License, Version 2.0     https://pypi.org/project/csvs-to-sqlite/   https://pypi.org/project/csvs-to-sqlite/ {"Homepage": "https://github.com/simonw/csvs-to-sqlite"} https://pypi.org/project/csvs-to-sqlite/1.3/ ["click (~=7.0)", "dateparser (>=1.0)", "pandas (>=1.0)", "py-lru-cache (~=0.1.4)", "six", "pytest ; extra == 'test'", "cogapp ; extra == 'test'"]   1.3 0  
datasette An open source multi-tool for exploring and publishing data ["Development Status :: 4 - Beta", "Framework :: Datasette", "Intended Audience :: Developers", "Intended Audience :: End Users/Desktop", "Intended Audience :: Science/Research", "License :: OSI Approved :: Apache Software License", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Topic :: Database"] <img src="https://datasette.io/static/datasette-logo.svg" alt="Datasette"> [![PyPI](https://img.shields.io/pypi/v/datasette.svg)](https://pypi.org/project/datasette/) [![Changelog](https://img.shields.io/github/v/release/simonw/datasette?label=changelog)](https://docs.datasette.io/en/stable/changelog.html) [![Python 3.x](https://img.shields.io/pypi/pyversions/datasette.svg?logo=python&logoColor=white)](https://pypi.org/project/datasette/) [![Tests](https://github.com/simonw/datasette/workflows/Test/badge.svg)](https://github.com/simonw/datasette/actions?query=workflow%3ATest) [![Documentation Status](https://readthedocs.org/projects/datasette/badge/?version=latest)](https://docs.datasette.io/en/latest/?badge=latest) [![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://github.com/simonw/datasette/blob/main/LICENSE) [![docker: datasette](https://img.shields.io/badge/docker-datasette-blue)](https://hub.docker.com/r/datasetteproject/datasette) [![discord](https://img.shields.io/discord/823971286308356157?label=discord)](https://discord.gg/ktd74dm5mw) *An open source multi-tool for exploring and publishing data* Datasette is a tool for exploring and publishing data. It helps people take data of any shape or size and publish that as an interactive, explorable website and accompanying API. Datasette is aimed at data journalists, museum curators, archivists, local governments, scientists, researchers and anyone else who has data that they wish to share with the world. [Explore a demo](https://global-power-plants.datasettes.com/global-power-plants/global-power-plants), watch [a video about the project](https://simonwillison.net/2021/Feb/7/video/) or try it out by [uploading and publishing your own CSV data](https://docs.datasette.io/en/stable/getting_started.html#try-datasette-without-installing-anything-using-glitch). * [datasette.io](https://datasette.io/) is the official project website * Latest [Datasette News](https://datasette.io/news) * Comprehensive documentation: https://docs.dat… Simon Willison   text/markdown https://datasette.io/   Apache License, Version 2.0     https://pypi.org/project/datasette/   https://pypi.org/project/datasette/ {"CI": "https://github.com/simonw/datasette/actions?query=workflow%3ATest", "Changelog": "https://docs.datasette.io/en/stable/changelog.html", "Documentation": "https://docs.datasette.io/en/stable/", "Homepage": "https://datasette.io/", "Issues": "https://github.com/simonw/datasette/issues", "Live demo": "https://latest.datasette.io/", "Source code": "https://github.com/simonw/datasette"} https://pypi.org/project/datasette/0.63.1/ ["asgiref (>=3.2.10)", "click (>=7.1.1)", "click-default-group-wheel (>=1.2.2)", "Jinja2 (>=2.10.3)", "hupper (>=1.9)", "httpx (>=0.20)", "pint (>=0.9)", "pluggy (>=1.0)", "uvicorn (>=0.11)", "aiofiles (>=0.4)", "janus (>=0.6.2)", "asgi-csrf (>=0.9)", "PyYAML (>=5.3)", "mergedeep (>=1.1.1)", "itsdangerous (>=1.1)", "furo (==2022.9.29) ; extra == 'docs'", "sphinx-autobuild ; extra == 'docs'", "codespell ; extra == 'docs'", "blacken-docs ; extra == 'docs'", "sphinx-copybutton ; extra == 'docs'", "rich ; extra == 'rich'", "pytest (>=5.2.2) ; extra == 'test'", "pytest-xdist (>=2.2.1) ; extra == 'test'", "pytest-asyncio (>=0.17) ; extra == 'test'", "beautifulsoup4 (>=4.8.1) ; extra == 'test'", "black (==22.10.0) ; extra == 'test'", "blacken-docs (==1.12.1) ; extra == 'test'", "pytest-timeout (>=1.4.2) ; extra == 'test'", "trustme (>=0.7) ; extra == 'test'", "cogapp (>=3.3.0) ; extra == 'test'"] >=3.7 0.63.1 0  
sqlite-utils CLI tool and Python utility functions for manipulating SQLite databases ["Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "Intended Audience :: End Users/Desktop", "Intended Audience :: Science/Research", "License :: OSI Approved :: Apache Software License", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Topic :: Database"] # sqlite-utils [![PyPI](https://img.shields.io/pypi/v/sqlite-utils.svg)](https://pypi.org/project/sqlite-utils/) [![Changelog](https://img.shields.io/github/v/release/simonw/sqlite-utils?include_prereleases&label=changelog)](https://sqlite-utils.datasette.io/en/stable/changelog.html) [![Python 3.x](https://img.shields.io/pypi/pyversions/sqlite-utils.svg?logo=python&logoColor=white)](https://pypi.org/project/sqlite-utils/) [![Tests](https://github.com/simonw/sqlite-utils/workflows/Test/badge.svg)](https://github.com/simonw/sqlite-utils/actions?query=workflow%3ATest) [![Documentation Status](https://readthedocs.org/projects/sqlite-utils/badge/?version=stable)](http://sqlite-utils.datasette.io/en/stable/?badge=stable) [![codecov](https://codecov.io/gh/simonw/sqlite-utils/branch/main/graph/badge.svg)](https://codecov.io/gh/simonw/sqlite-utils) [![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://github.com/simonw/sqlite-utils/blob/main/LICENSE) [![discord](https://img.shields.io/discord/823971286308356157?label=discord)](https://discord.gg/Ass7bCAMDw) Python CLI utility and library for manipulating SQLite databases. ## Some feature highlights - [Pipe JSON](https://sqlite-utils.datasette.io/en/stable/cli.html#inserting-json-data) (or [CSV or TSV](https://sqlite-utils.datasette.io/en/stable/cli.html#inserting-csv-or-tsv-data)) directly into a new SQLite database file, automatically creating a table with the appropriate schema - [Run in-memory SQL queries](https://sqlite-utils.datasette.io/en/stable/cli.html#querying-data-directly-using-an-in-memory-database), including joins, directly against data in CSV, TSV or JSON files and view the results - [Configure SQLite full-text search](https://sqlite-utils.datasette.io/en/stable/cli.html#configuring-full-text-search) against your database tables and run search queries against them, ordered by relevance - Run [transformations against your tables](https://sqlite-utils.datasette.io/en/stable/cli.html#transforming-tables) to make schema changes t… Simon Willison   text/markdown https://github.com/simonw/sqlite-utils   Apache License, Version 2.0     https://pypi.org/project/sqlite-utils/   https://pypi.org/project/sqlite-utils/ {"CI": "https://github.com/simonw/sqlite-utils/actions", "Changelog": "https://sqlite-utils.datasette.io/en/stable/changelog.html", "Documentation": "https://sqlite-utils.datasette.io/en/stable/", "Homepage": "https://github.com/simonw/sqlite-utils", "Issues": "https://github.com/simonw/sqlite-utils/issues", "Source code": "https://github.com/simonw/sqlite-utils"} https://pypi.org/project/sqlite-utils/3.30/ ["sqlite-fts4", "click", "click-default-group-wheel", "tabulate", "python-dateutil", "furo ; extra == 'docs'", "sphinx-autobuild ; extra == 'docs'", "codespell ; extra == 'docs'", "sphinx-copybutton ; extra == 'docs'", "beanbag-docutils (>=2.0) ; extra == 'docs'", "flake8 ; extra == 'flake8'", "mypy ; extra == 'mypy'", "types-click ; extra == 'mypy'", "types-tabulate ; extra == 'mypy'", "types-python-dateutil ; extra == 'mypy'", "data-science-types ; extra == 'mypy'", "pytest ; extra == 'test'", "black ; extra == 'test'", "hypothesis ; extra == 'test'", "cogapp ; extra == 'test'"] >=3.6 3.30 0  

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CREATE TABLE [pypi_packages] (
   [name] TEXT PRIMARY KEY,
   [summary] TEXT,
   [classifiers] TEXT,
   [description] TEXT,
   [author] TEXT,
   [author_email] TEXT,
   [description_content_type] TEXT,
   [home_page] TEXT,
   [keywords] TEXT,
   [license] TEXT,
   [maintainer] TEXT,
   [maintainer_email] TEXT,
   [package_url] TEXT,
   [platform] TEXT,
   [project_url] TEXT,
   [project_urls] TEXT,
   [release_url] TEXT,
   [requires_dist] TEXT,
   [requires_python] TEXT,
   [version] TEXT,
   [yanked] INTEGER,
   [yanked_reason] TEXT
);
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