Python?? ????? PDFMiner API? ???? PDF ???? ???? ???? ??? ??????
Oct 17, 2024 pm 02:25 PM
Extracting Text from PDF Files with PDFMiner in Python
When working with PDF documents, extracting text can be a crucial task. PDFMiner, a Python library, simplifies this process, enabling developers to parse and extract text from PDF files.
Updated PDFMiner API and Outdated Examples
Recent updates to PDFMiner have introduced changes to its API, rendering many existing examples obsolete. The transition to the latest version can leave developers lost, unsure how to perform basic tasks like text extraction.
Example Implementation
To address this issue, let's explore a working example that demonstrates how to extract text from a PDF file using the current PDFMiner library:
<code class="python">from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter
from pdfminer.converter import TextConverter
from pdfminer.layout import LAParams
from pdfminer.pdfpage import PDFPage
from io import StringIO
def convert_pdf_to_txt(path):
rsrcmgr = PDFResourceManager()
retstr = StringIO()
codec = 'utf-8'
laparams = LAParams()
device = TextConverter(rsrcmgr, retstr, codec=codec, laparams=laparams)
fp = open(path, 'rb')
interpreter = PDFPageInterpreter(rsrcmgr, device)
password = ""
maxpages = 0
caching = True
pagenos=set()
for page in PDFPage.get_pages(fp, pagenos, maxpages=maxpages, password=password,caching=caching, check_extractable=True):
interpreter.process_page(page)
text = retstr.getvalue()
fp.close()
device.close()
retstr.close()
return text</code>
This code provides a comprehensive approach to text extraction, covering all necessary steps. The convert_pdf_to_txt function takes a file path as input and handles the process of opening the file, initializing the document parser, and converting page content into a text string.
This example illustrates the updated PDFMiner syntax, eliminating the need for outdated code. It has been thoroughly tested and validated for use with the latest PDFMiner version.
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