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        "author": "Eric Lapouyade",
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        "description": "===============\nGetting started\n===============\n\n| python-textops provides many text operations at string level, list level or whole text level.\n| These operations can be chained with a 'dotted' or 'piped' notation.\n| Chained operations are stored into a single lazy object, they will be executed only when an input text will be provided.\n\nInstall\n-------\n\nTo install::\n\n    pip install python-textops\n\nOverview\n--------\n\nThe usual way to use textops is something like below. IMPORTANT : Note that textops library redefines\nthe python **bitwise OR** operator '|' in order to use it as a 'pipe' like in a Unix shell::\n\n   from textops import *\n\n   result = \"an input text\" | my().chained().operations()\n\n   or\n\n   for result_item in \"an input text\" | my().chained().operations():\n      do_something(result_item)\n\n   or\n\n   myops = my().chained().operations()\n   # and later in the code, use them :\n   result = myops(\"an input text\")\n   or\n   result = \"an input text\" | myops\n\nAn \"input text\" can be :\n\n   * a simple string,\n   * a multi-line string (one string having newlines),\n   * a list of strings,\n   * a strings generator,\n   * a list of lists (useful when you cut lines into columns),\n   * a list of dicts (useful when you parse a line).\n\nSo one can do::\n\n   >>> 'line1line2line3' | grep('2').tolist()\n   ['line1line2line3']\n   >>> 'line1\\nline2\\nline3' | grep('2').tolist()\n   ['line2']\n   >>> ['line1','line2','line3'] | grep('2').tolist()\n   ['line2']\n   >>> [['line','1'],['line','2'],['line','3']] | grep('2').tolist()\n   [['line', '2']]\n   >>> [{'line':1},{'line':'2'},{'line':3}] | grep('2').tolist()\n   [{'line': '2'}]\n\nExamples\n--------\n\nPiped then dotted notation (recommended)::\n\n   >>> print 'this is an error\\nthis is a warning' | grepi('error').first().upper()\n   THIS IS AN ERROR\n\nYou could use the pipe everywhere (internally a little less optimized, but looks like shell)::\n\n   >>> print 'this is an error\\nthis is a warning' | grepi('error') | first() | strop.upper()\n   THIS IS AN ERROR\n\nTo execute an operation directly from strings, lists or dicts *with the dotted notation*,\nyou must use textops Extended types : ``StrExt``, ``ListExt`` or ``DictExt``::\n\n   >>> s = StrExt('this is an error\\nthis is a warning')\n   >>> print s.grepi('error').first().upper()\n   THIS IS AN ERROR\n\nDocumentation\n-------------\n\nPlease, `read documentation here : <http://python-textops.readthedocs.org>`_\n\nNews\n====\n\n0.3.6 (2019-010-01)\n-------------------\n* add separators argument to parse_smart()\n\n0.3.5 (2019-09-25)\n------------------\n* add key_filter argument to parse_smart()\n\n0.3.4 (2018-05-25)\n------------------\n* add since() and until()\n\n0.3.3 (2018-02-23)\n------------------\n* Fix get_attribute_or_textop()\n\n0.3.2 (2017-06-18)\n------------------\n* DebugText class fixed\n\n0.3.1 (2017-04-05)\n------------------\n* Fixed bug when have empty string as piped input string\n\n0.3.0 (2017-03-23)\n------------------\n* add fileops and runops\n\n0.2.14 (2017-02-28)\n-------------------\n* sed() and sedi() now accept list of patterns to search and list of replacement strings\n\n0.2.12 (2017-02-27)\n-------------------\n* add tofile() and teefile()\n\n0.2.11 (2017-01-31)\n-------------------\n* Remove version limitation over sphinx package in setup.py\n\n0.2.10 (2017-01-26)\n-------------------\n* added textops.extend_type\n\n0.2.9 (2016-12-06)\n------------------\n\n* Fix autostrip in state_pattern() when no groupdict\n* add __continue__ for goto _state in state_pattern()\n* parsek* and keyval now can parse list of strings\n\n0.2.8 (2016-11-02)\n------------------\n\n* fix MySQLdb does not support UnicodeExt\n* callable attribute starting with '_' will not be extended anymore\n\n0.2.6 (2016-04-12)\n------------------\n\n* Improve out data path in state_pattern() op\n\n0.2.5 (2016-04-12)\n------------------\n\n* Add sgrep*() ops\n\n0.2.4 (2016-03-23)\n------------------\n\n* Add dostrip() op\n* Improve sed() op\n\n0.2.3 (2016-03-17)\n------------------\n\n* Add wcount*() ops\n\n0.2.2 (2016-02-16)\n------------------\n\n* cut and cutre now accept maxsplit parameter\n\n0.2.1 (2016-02-16)\n------------------\n\n* add aggregate() list operation\n\n0.2.0 (2015-12-16)\n------------------\n\n* Better repr display in ipython\n\n0.1.9 (2015-12-15)\n------------------\n\n* Add eformat\n* Add context dict parameter for format and render operations\n\n0.1.8 (2015-12-10)\n------------------\n\n* Add less(), skess() list operations\n* Add parse_smart() parser\n\n0.1.7 (2015-11-26)\n------------------\n\n* Add some operations\n* perf tunning\n\n0.1.3 (2015-11-20)\n------------------\n\n* Tune many things\n* All is now documented\n\n0.1.2 (2015-11-04)\n------------------\n\n* More docs and doctests\n\n0.1.1 (2015-11-04)\n------------------\nFirst working package\n\n\n",
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