{"id":18858182,"url":"https://github.com/stephen-bunn/sandpaper","last_synced_at":"2026-02-07T15:30:14.600Z","repository":{"id":201242240,"uuid":"107547285","full_name":"stephen-bunn/sandpaper","owner":"stephen-bunn","description":"Python module for table type data normalization","archived":false,"fork":false,"pushed_at":"2022-12-08T06:34:26.000Z","size":313,"stargazers_count":1,"open_issues_count":6,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-31T00:20:34.357Z","etag":null,"topics":["csv","excel","normalization","python"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/stephen-bunn.png","metadata":{"files":{"readme":"README.rst","changelog":"CHANGELOG.rst","contributing":"CONTRIBUTING.rst","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2017-10-19T13:06:03.000Z","updated_at":"2020-05-31T16:43:05.000Z","dependencies_parsed_at":null,"dependency_job_id":"3fa1650d-09da-4467-92cb-447ec13a7aa7","html_url":"https://github.com/stephen-bunn/sandpaper","commit_stats":null,"previous_names":["stephen-bunn/sandpaper"],"tags_count":7,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stephen-bunn%2Fsandpaper","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stephen-bunn%2Fsandpaper/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stephen-bunn%2Fsandpaper/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stephen-bunn%2Fsandpaper/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/stephen-bunn","download_url":"https://codeload.github.com/stephen-bunn/sandpaper/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239800418,"owners_count":19699121,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["csv","excel","normalization","python"],"created_at":"2024-11-08T04:10:47.875Z","updated_at":"2026-02-07T15:30:14.566Z","avatar_url":"https://github.com/stephen-bunn.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n.. image:: docs/source/_static/logo.png\n   :align: center\n\n|\n\n.. image:: https://img.shields.io/pypi/v/sandpaper.svg\n   :target: https://pypi.org/project/sandpaper/\n   :alt: PyPi Status\n\n.. image:: https://img.shields.io/pypi/pyversions/sandpaper.svg\n   :target: https://pypi.org/project/sandpaper/\n   :alt: Supported Versions\n\n.. image:: https://img.shields.io/pypi/status/sandpaper.svg\n   :target: https://pypi.org/project/sandpaper/\n   :alt: Release Status\n\n.. image:: https://img.shields.io/github/last-commit/stephen-bunn/sandpaper.svg\n   :target: https://github.com/stephen-bunn/sandpaper\n   :alt: Last Commit\n\n.. image:: https://img.shields.io/github/license/stephen-bunn/sandpaper.svg\n   :target: https://github.com/stephen-bunn/sandpaper/blob/master/LICENSE\n   :alt: License\n\n.. image:: https://readthedocs.org/projects/sandpaper/badge/?version=latest\n   :target: http://sandpaper.readthedocs.io/en/latest/?badge=latest\n   :alt: Documentation Status\n\n.. image:: https://travis-ci.org/stephen-bunn/sandpaper.svg?branch=master\n   :target: https://travis-ci.org/stephen-bunn/sandpaper\n   :alt: Build Status\n\n.. image:: https://codecov.io/gh/stephen-bunn/sandpaper/branch/master/graph/badge.svg\n   :target: https://codecov.io/gh/stephen-bunn/sandpaper\n   :alt: Code Coverage\n\n.. image:: https://requires.io/github/stephen-bunn/sandpaper/requirements.svg?branch=master\n   :target: https://requires.io/github/stephen-bunn/sandpaper/requirements/?branch=master\n   :alt: Requirements Status\n\n.. image:: https://img.shields.io/badge/Say%20Thanks-!-1EAEDB.svg\n   :target: https://saythanks.io/to/stephen-bunn\n   :alt: Say Thanks\n\n\nBasic Usage\n-----------\n\nLearn more by reading the `documentation \u003chttps://sandpaper.readthedocs.io/en/latest/\u003e`_!\n\n\n.. code:: python\n\n   from sandpaper import SandPaper\n\n   paper = SandPaper('my-sandpaper')\\\n      .strip(                                  # strip whitespace from column comment\n         column_filter=r'comment'\n      )\\\n      .translate_text({                        # get group id from column group\n         r'^group_(\\d+)$': '{0}'\n      }, column_filter=r'group')\\\n      .translate_date({                        # normalize date from column date\n         '%Y-%m-%d': '%c',\n         '%m-%d': '%c'\n      }, column_filter=r'date')\n\n   # apply sandpaper rules to a source file and write results to a target file\n   paper.apply('/home/you/source.csv', '/home/you/target.csv')\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstephen-bunn%2Fsandpaper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstephen-bunn%2Fsandpaper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstephen-bunn%2Fsandpaper/lists"}