如何在 Python 中使用更新的 PDFMiner API 從 PDF 檔案中提取文字?

Mary-Kate Olsen
發布: 2024-10-17 14:25:30
原創
579 人瀏覽過

How to Extract Text from PDF Files Using Updated PDFMiner API in Python?

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Updated PDFMiner API and Outdated Examples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>
登入後複製

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This example illustrates the updated PDFMiner syntax, eliminating the need for outdated code.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.

以上是如何在 Python 中使用更新的 PDFMiner API 從 PDF 檔案中提取文字?的詳細內容。更多資訊請關注PHP中文網其他相關文章!

來源:php
本網站聲明
本文內容由網友自願投稿,版權歸原作者所有。本站不承擔相應的法律責任。如發現涉嫌抄襲或侵權的內容,請聯絡admin@php.cn
作者最新文章
熱門教學
更多>
最新下載
更多>
網站特效
網站源碼
網站素材
前端模板
關於我們 免責聲明 Sitemap
PHP中文網:公益線上PHP培訓,幫助PHP學習者快速成長!