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ChirpText is a collection of text processing tools for Python.
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letuananh/chirptext
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ChirpText is a collection of text processing tools for Python 3.
It is not meant to be a powerful tank like the popular NTLK but a small package which you can pip-install anywhere and write a few lines of code to process textual data.
- Simple file data manipulation using an enhanced
open()
function (txt, gz, binary, etc.) - CSV helper functions
- Parse Japanese text with mecab library (Does not require
mecab-python3
package even on Windows, only a binary release (i.e.mecab.exe
) is required) - Built-in "lite"text annotation formats (
texttaglib
TTL/CSV and TTL/JSON) - Helper functions and useful data for processing English, Japanese, Chinese and Vietnamese.
- Application configuration files management which can make educated guess about config files' whereabouts
- Quick text-based report generation
chirptext
is available onPyPI and can be installed using pip
pip install chirptext
chirptext
supports parsing Japanese text using different parsers (mecab, Janome, and igo-python)
>>>fromchirptextimportdeko>>>sent=deko.parse('猫が好きです。')>>>sent.tokens['`猫`<0:1>','`が`<1:2>','`好き`<2:4>','`です`<4:6>','`。`<6:7>']>>>sent.tokens.values()['猫','が','好き','です','。']>>>sent[0]`猫`<0:1>>>>sent[0].pos'名詞'>>>sent[1].lemma'が'>>>sent[2].reading'スキ'# tokenize>>>deko.tokenize('猫が好きです。')['猫','が','好き','です','。']# split sentences>>>deko.tokenize_sent("猫が好きです。\n犬も好きです。")['猫が好きです。','犬も好きです。']# parse a document (i.e. multiple sentences)>>>doc=deko.parse_doc("猫が好きです。\n犬も好きです。")>>>forsentindoc:...print(sent,sent.tokens.values())...猫が好きです。 ['猫','が','好き','です','。']犬も好きです。 ['犬','も','好き','です','。']
Notes: At least one of the following tools must be installed to use chirptext Japanese parsing:
- mecab:http://taku910.github.io/mecab/#download
- Janome: available on PyPI, install with
pip install Janome
- igo-python: available on PyPI, install with
pip install igo-python
>>>fromchirptextimportchio>>>chio.write_tsv('data/test.tsv', [['a','b'], ['c','d']])>>>chio.read_tsv('data/tes.tsv')[['a','b'], ['c','d']]>>>chio.write_file('data/content.tar.gz','Support writing to .tar.gz file')>>>chio.read_file('data/content.tar.gz')'Support writing to .tar.gz file'>>>forrowinchio.read_tsv_iter('data/test.tsv'):...print(row)... ['a','b']['c','d']
# a string reportrp=TextReport()# by default, TextReport will write to standard output, i.e. terminalrp=TextReport(TextReport.STDOUT)# same as aboverp=TextReport('~/tmp/my-report.txt')# output to a filerp=TextReport.null()# ouptut to /dev/null, i.e. nowhererp=TextReport.string()# output to a string. Call rp.content() to get the stringrp=TextReport(TextReport.STRINGIO)# same as above# TextReport will close the output stream automatically by using the with statementwithTextReport.string()asrp:rp.header("Lorem Ipsum Analysis",level="h0")rp.header("Raw",level="h1")rp.print(LOREM_IPSUM)rp.header("Top 5 most common letters")ct.summarise(report=rp,limit=5)print(rp.content())
+---------------------------------------------------------------------------------- | Lorem Ipsum Analysis +---------------------------------------------------------------------------------- Raw ------------------------------------------------------------ Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum. Top 5 most common letters------------------------------------------------------------ i: 42 e: 37 t: 32 o: 29 a: 29
- Documentation:https://chirptext.readthedocs.io
- Source code:https://github.com/letuananh/chirptext/
- PyPI:https://pypi.org/project/chirptext/
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ChirpText is a collection of text processing tools for Python.
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