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Released:
SQL for Humans
Project description
Records: SQL for Humans™
Records is a very simple, but powerful, library for making raw SQL queriesto most relational databases.
Just write SQL. No bells, no whistles. This common task can besurprisingly difficult with the standard tools available.This library strives to make this workflow as simple as possible,while providing an elegant interface to work with your query results.
Paperless 3 0 71 percent. Database support includes RedShift, Postgres, MySQL, SQLite, Oracle, and MS-SQL (drivers not included).
If you're interested in financially supporting Kenneth Reitz open source, consider visiting this link. Your support helps tremendously with sustainability of motivation, as Open Source is no longer part of my day job.
☤ The Basics
We know how to write SQL, so let's send some to our database:
Grab one row at a time:
Or iterate over them:
Values can be accessed many ways: row.user_email, row['user_email'], or row[3].
Fields with non-alphanumeric characters (like spaces) are also fully supported.
Or store a copy of your record collection for later reference:
If you're only expecting one result:
Other options include rows.as_dict() and rows.as_dict(ordered=True).
☤ Features
- Iterated rows are cached for future reference.
- $DATABASE_URL environment variable support.
- Convenience Database.get_table_names method.
- Command-line records tool for exporting queries.
- Safe parameterization: Database.query('life=:everything', everything=42).
- Queries can be passed as strings or filenames, parameters supported.
- Transactions: t = Database.transaction(); t.commit().
- Bulk actions: Database.bulk_query() & Databse.bulk_query_file().
Records is proudly powered by SQLAlchemyand Tablib.
☤ Data Export Functionality
Records also features full Tablib integration, and allows you to exportyour results to CSV, XLS, JSON, HTML Tables, YAML, or Pandas DataFrames with a single line of code.Excellent for sharing data with friends, or generating reports.
Comma Separated Values (CSV)
YAML Ain't Markup Language (YAML)
JavaScript Object Notation (JSON)
Microsoft Excel (xls, xlsx)
Pandas DataFrame
You get the point. All other features of Tablib are also available,so you can sort results, add/remove columns/rows, remove duplicates,transpose the table, add separators, slice data by column, and more.
See the Tablib Documentationfor more details.
☤ Installation
Of course, the recommended installation method is pipenv:
☤ Command-Line Tool
As an added bonus, a records command-line tool is automaticallyincluded. Here's a screenshot of the usage information:
☤ Thank You
Thanks for checking this library out! I hope you find it useful.
Of course, there's always room for improvement. Feel free to open an issue so we can make Records better, stronger, faster.
v0.5.1 (09-01-2017)
- Depend on tablib[pandas].
- Support for Bulk quies: Database.bulk_query() & Database.bulk_query_file().
v0.5.0 (11-15-2016)
- Support for transactions: t = Database.transaction(); t.commit()
Orion Markup 3 02 Download Free Torrent
v0.4.2 (02-15-2016)
- Packaging fix.
v0.4.0 (02-13-2016)
- Refactored to be fully powered by SQLAlchemy!
- Support for all major databases (thanks, SQLAlchemy!).
- Support for non-alphanumeric column names.
- New Record class, for representing/accessing result rows.
- ResultSet renamed RecordCollection.
- Removed Interactive Mode from the CLI.
v0.3.0 (02-11-2016)
- New record command-line tool available!
- Various improvements.
v0.2.0 (02-10-2016)
- Results are now represented as Record, a namedtuples class with dict-like qualities.
- New ResultSet.export method, for exporting to various formats.
- Slicing a ResultSet now works, and results in a new ResultSet.
- Lots of bugfixes and improvements!
Project details
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