A package to parse SEC XBRL
Project description
SEC XBRL
A python package to parse sec xbrl. Supports the datamule project.
Intended to be fast & lightweight for SEC inline XBRL.
Other XBRL Packages may be better for your use-case:
Installation
pip install secxbrl
parse_inline_xbrl
parse_inline_xbrl(content=None,filepath=None,encoding='utf-8',file_type='inline')
Takes content or filepath, and returns parsed xbrl. File type can be 'inline', e.g. from an inline xbrl html or htm document, or 'extracted_inline' from the xbrl file extracted from the html or htm document. This is usually named something like: tsla-20211231_htm.xml.
Example
from secxbrl import parse_inline_xbrl
# load data
path = '../samples/000095017022000796/tsla-20211231.htm'
with open(path,'rb') as f:
content = f.read()
# parse data
ix = parse_inline_xbrl(content)
with open('test.txt','w', encoding='utf-8') as f:
f.writelines([str(item)+'\n\n' for item in ix])
# get all EarningsPerShareBasic
basic = [{'val':item['_val'],'date':item['_context']['context_period_enddate']} for item in ix if item['_attributes']['name']=='us-gaap:EarningsPerShareBasic']
print(basic)
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