如何在Python中提取填写的PDF表单字段?
我正在尝试用Python处理一些用Adobe Acrobat Reader填写和签名的PDF表单。
我试过:
- 使用pdfminer的演示:结果没有提取到任何填写的数据。
- 尝试pyPdf:当我用PdfFileReader(f)加载文件时,程序占用了一个核心处理器长达2分钟,我实在等不下去了,只好强制结束了它。
- 使用Jython和PDFBox:这个可以正常工作,但启动时间太长。如果这就是我唯一的选择,我宁愿用纯Java写一个外部工具。
我可以继续寻找库并尝试,但我希望有人已经有了一个有效的解决方案。
更新:根据Steven的回答,我查看了pdfminer,结果效果很好。
from argparse import ArgumentParser
import pickle
import pprint
from pdfminer.pdfparser import PDFParser
from pdfminer.pdfdocument import PDFDocument
from pdfminer.pdftypes import resolve1, PDFObjRef
def load_form(filename):
"""Load pdf form contents into a nested list of name/value tuples"""
with open(filename, 'rb') as file:
parser = PDFParser(file)
doc = PDFDocument(parser)
return [load_fields(resolve1(f)) for f in
resolve1(doc.catalog['AcroForm'])['Fields']]
def load_fields(field):
"""Recursively load form fields"""
form = field.get('Kids', None)
if form:
return [load_fields(resolve1(f)) for f in form]
else:
# Some field types, like signatures, need extra resolving
return (field.get('T').decode('utf-16'), resolve1(field.get('V')))
def parse_cli():
"""Load command line arguments"""
parser = ArgumentParser(description='Dump the form contents of a PDF.')
parser.add_argument('file', metavar='pdf_form',
help='PDF Form to dump the contents of')
parser.add_argument('-o', '--out', help='Write output to file',
default=None, metavar='FILE')
parser.add_argument('-p', '--pickle', action='store_true', default=False,
help='Format output for python consumption')
return parser.parse_args()
def main():
args = parse_cli()
form = load_form(args.file)
if args.out:
with open(args.out, 'w') as outfile:
if args.pickle:
pickle.dump(form, outfile)
else:
pp = pprint.PrettyPrinter(indent=2)
file.write(pp.pformat(form))
else:
if args.pickle:
print(pickle.dumps(form))
else:
pp = pprint.PrettyPrinter(indent=2)
pp.pprint(form)
if __name__ == '__main__':
main()
7 个回答
15
Python的PyPDF2库(是pyPdf的升级版)非常好用:
import PyPDF2
f = PyPDF2.PdfReader('form.pdf')
ff = f.get_fields()
然后,ff
就是一个dict
(字典),里面包含了所有相关的表单信息。
19
如果你使用的是Python 3.6或者更高版本,首先你需要安装一个叫做PyPDF2的库。这个库可以帮助你处理PDF文件。
安装的方法很简单,只需要在命令行中输入:
pip install PyPDF2
# -*- coding: utf-8 -*-
from collections import OrderedDict
from PyPDF2 import PdfFileWriter, PdfFileReader
def _getFields(obj, tree=None, retval=None, fileobj=None):
"""
Extracts field data if this PDF contains interactive form fields.
The *tree* and *retval* parameters are for recursive use.
:param fileobj: A file object (usually a text file) to write
a report to on all interactive form fields found.
:return: A dictionary where each key is a field name, and each
value is a :class:`Field<PyPDF2.generic.Field>` object. By
default, the mapping name is used for keys.
:rtype: dict, or ``None`` if form data could not be located.
"""
fieldAttributes = {'/FT': 'Field Type', '/Parent': 'Parent', '/T': 'Field Name', '/TU': 'Alternate Field Name',
'/TM': 'Mapping Name', '/Ff': 'Field Flags', '/V': 'Value', '/DV': 'Default Value'}
if retval is None:
retval = OrderedDict()
catalog = obj.trailer["/Root"]
# get the AcroForm tree
if "/AcroForm" in catalog:
tree = catalog["/AcroForm"]
else:
return None
if tree is None:
return retval
obj._checkKids(tree, retval, fileobj)
for attr in fieldAttributes:
if attr in tree:
# Tree is a field
obj._buildField(tree, retval, fileobj, fieldAttributes)
break
if "/Fields" in tree:
fields = tree["/Fields"]
for f in fields:
field = f.getObject()
obj._buildField(field, retval, fileobj, fieldAttributes)
return retval
def get_form_fields(infile):
infile = PdfFileReader(open(infile, 'rb'))
fields = _getFields(infile)
return OrderedDict((k, v.get('/V', '')) for k, v in fields.items())
if __name__ == '__main__':
from pprint import pprint
pdf_file_name = 'FormExample.pdf'
pprint(get_form_fields(pdf_file_name))
51
你可以使用 pdfminer 来实现这个功能,不过你需要对pdfminer的内部工作原理有一些了解,还要知道pdf格式的一些知识(当然是关于表单的,但也包括pdf内部结构,比如“字典”和“间接对象”等)。
这个例子可能会对你有所帮助(我觉得它只适用于简单的情况,比如没有嵌套字段之类的……)
import sys
from pdfminer.pdfparser import PDFParser
from pdfminer.pdfdocument import PDFDocument
from pdfminer.pdftypes import resolve1
filename = sys.argv[1]
fp = open(filename, 'rb')
parser = PDFParser(fp)
doc = PDFDocument(parser)
fields = resolve1(doc.catalog['AcroForm'])['Fields']
for i in fields:
field = resolve1(i)
name, value = field.get('T'), field.get('V')
print '{0}: {1}'.format(name, value)
编辑:我忘了提,如果你需要提供密码,可以把它传递给 doc.initialize()