parser of bs4 with yaml config support
Project description
iparse
iparse is a Python package for parsing HTML to structured data in an easy way with as little code as possible.
It aims to make the process of parsing HTML quick and easy!
iparse highlights:
- mainly code with YAML
- only refine raw HTML info with fewest python code
- lot's HTML layout changes, only YAML will be involved
Installation
pip install iparse
A Simple Example
for HTML page: i.e. lovely xkcd python
to get the structured data all you need are
- create a class inherit from
IParser
- write a YAML config file represents all locators
create xkcd_353.py
xkcd_353.py
will go through the startup_dir, look for a file named as the snake_case of the ClassName without suffix:Parser
, so XkcdParser
will be xkcd.yaml
from pathlib import Path
from iparse._parse import IParser, RsvWords
HOME_DIR = Path(__file__).parents[0]
class XkcdParser(IParser):
def __init__(self, file_name, is_test_mode=False, **kwargs):
kwargs['startup_dir'] = kwargs.get('startup_dir', HOME_DIR)
super().__init__(file_name, is_test_mode=is_test_mode, **kwargs)
if __name__ == "__main__":
xkcd = XkcdParser(file_name=HOME_DIR / 'xkcd_python_353.htm')
xkcd.do_parse()
print(xkcd.data)
create a file named xkcd.yaml
you can use any locator that is supported, but css selector is recommended
page:
# css_selector of title: head>title
title: head>title
# css_selector: div#footnote
footnote: div#footnote
# css_selector: div#licenseText
license: div#licenseText
the output parsed data
the parsed data xkcd.data
is dict, but you can also use it with xkcd.data_as_yaml/xkcd.data_as_json
yaml output
page:
footnote: "xkcd.com is best viewed with Netscape Navigator 4.0 or below on a Pentium\
\ 3\xB11 emulated in Javascript on an Apple IIGSat a screen resolution of 1024x1.\
\ Please enable your ad blockers, disable high-heat drying, and remove your devicefrom\
\ Airplane Mode and set it to Boat Mode. For security reasons, please leave caps\
\ lock on while browsing."
license: '
This work is licensed under a
Creative Commons Attribution-NonCommercial 2.5 License.
This means you''re free to copy and share these comics (but not to sell them).
More details.
'
title: 'xkcd: Python'
json output
{
"page": {
"footnote": "xkcd.com is best viewed with Netscape Navigator 4.0 or below on a Pentium 3\u00b11 emulated in Javascript on an Apple IIGSat a screen resolution of 1024x1. Please enable your ad blockers, disable high-heat drying, and remove your devicefrom Airplane Mode and set it to Boat Mode. For security reasons, please leave caps lock on while browsing.",
"license": "\n\nThis work is licensed under a\nCreative Commons Attribution-NonCommercial 2.5 License.\n\nThis means you're free to copy and share these comics (but not to sell them). More details.\n",
"title": "xkcd: Python"
}
}
Details
# all settings added to __raw, will be kept as it added
__raw:
site_url: https://xkcd.com/
page:
# if not _locator supplied will reuse parent soup
# page has no parent soup, so use default root soup
title: head>title
footnote: div#footnote
license:
_locator: div#licenseText
# strip blank with true, but also can specified a str
_striped: true
top_container:
# we set a _locator here, all sub-nodes will select within top_container
_locator: div#topContainer
top_left:
# _index:~ means None, so we can use whole list
_index: ~
_locator: div#topLeft>ul>li>a
# if non-reserved key set to ~, means use parent soup, and use its text
# this is a convenient way to get text
menu_text: ~
menu_url:
# when other attributes exist, no need to add _locator to use its parent soup
_attr: href
# if we need some extra work on _attr, goes with two ways
# 1. `_attr_refine: true` will auto generate => _refine_menu_url_href
# the rule of auto-generator is _refine_<key_name>_<attr_value>
# 2. `_attr_refine: _a_valid_method_name`
_attr_refine: true
top_right:
_locator: div#topRight
masthead:
# two way to get more than one attributes on a element
# e.g. image.src/.alt
# way1: if all src/alt need refine, this will treat attrs as list
image_1:
_attr:
- src
- alt
_attr_refine: true
_locator: &LOGO_IMG span>a>img
# way2: not all src/alt need refine, this will treat attrs as dict
image_2:
_locator: *LOGO_IMG
src:
_attr: src
# only set _attr_refine to src
# 1. _attr_refine: true => _refine_src_src
# 2. _attr_refine: _refine_image_1_src to reuse exists method
_attr_refine: _refine_image_1_src
alt:
_attr: alt
slogan: span#slogan
more
please check the tests/
for more infomation.
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