Tools for parsing text content and creating data models for the content found.
Project description
fileparse
fileparse
is a package for reading the contents of a file and populating a data model with the information found.
Install
pip install fileparse-tobiasli
Usage
Say you have som text, and you have an idea of the structure of this text.
nested_text = """# This is a title.
This is contents.
And some more.
## This is a subtitle.
with subtitle contents.
# This is another title.
With some contents.
"""
You can then define some simple classes defining this content structure and patterns that match each content type. Finally we define a model.Finder, which allows us to search for the content type in the text file.
import re
from fileparse import parse, read
class Text(parse.Content):
pass
text_match = re.compile('^(?P<text>[^#].+)$')
text_finder = parse.ContentFinder(start_pattern=text_match,
content_type=Text)
class SubTitle(parse.Content):
pass
subtitle_match = re.compile('^## ?(?P<subtitle>[^#].+)$')
subtitle_finder = parse.ContentFinder(start_pattern=subtitle_match,
content_type=SubTitle,
sub_content_finders=[text_finder]
)
class Title(parse.Content):
pass
title_match = re.compile('^# ?(?P<title>[^#].+)$')
title_finder = parse.ContentFinder(start_pattern=title_match,
content_type=Title,
sub_content_finders=[subtitle_finder, text_finder])
Notice two things:
- The regex patterns are named capture groups. The named capture groups are added as property to their content type. I.e. a
SubTitle
instance will receive aSubTitle.subtitle
property. Text
content can be found within both aTitle
and aSubTitle
. And that aSubTitle
only can be found within aTitle
.
Finally, we define the Parser.
file_finder = parse.Parser(finders=[title_finder])
The file_finder is now ready to parse text content.
For this specific content, we need a text stream able to parse a string. We define it like this:
stream = read.TextStream(reader=read.StringReader(string=nested_text))
We can now parse the text with the rules defined in file_finder, and se what comes out of it. To get information out of a file-object, use the file.get_contents_by_type(content_type)
method.
file = file_finder.parse_stream(stream)
print(file.get_contents_by_type(SubTitle)[0].subtitle == 'This is a subtitle.')
print(file.get_contents_by_type(SubTitle)[0].contents[0].text == 'with subtitle contents.')
Happy parsing.
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