is a Ruby Gem client library for Google Refine
If you want to port this to another language, check out the Refine API documentation.
gem install google-refine
Given that you have the following raw data:
Date
7 December 2001
July 1 2002
10/20/10
Google Refine lets you clean up the data and export your operation history as a JSON instruction set. Here is an example that extracts the year from the above dates:
[
{
"op": "core/text-transform",
"description": "Text transform on cells in column Date using expression grel:value.toDate()",
"engineConfig": {
"facets": [],
"mode": "row-based"
},
"columnName": "Date",
"expression": "grel:value.toDate()",
"onError": "set-to-blank",
"repeat": false,
"repeatCount": 10
},
{
"op": "core/text-transform",
"description": "Text transform on cells in column Date using expression grel:value.datePart(\"year\")+1",
"engineConfig": {
"facets": [],
"mode": "row-based"
},
"columnName": "Date",
"expression": "grel:value.datePart(\"year\")",
"onError": "set-to-blank",
"repeat": false,
"repeatCount": 10
}
]
You can use this gem to apply the operation set to the raw data from ruby. You will need to have Google Refine running on your local computer, or specify an external address (see source):
prj = Refine.new('date cleanup', 'dates.txt')
prj.apply_operations('operations.json')
puts prj.export_rows('csv')
prj.delete_project
Which outputs:
Date
2001
2002
2010
Copyright © 2011 David Huynh and Max Ogden. See LICENSE for details.