在Python中提取PDF中的文字,你可以使用`PyPDF2`或`pdfminer`库。以下是使用这两个库的示例代码:
使用PyPDF2库
import PyPDF2
def extract_text_from_pdf(file_path):
with open(file_path, 'rb') as file:
pdf_reader = PyPDF2.PdfFileReader(file)
num_pages = pdf_reader.numPages
text = ''
for page_num in range(num_pages):
page = pdf_reader.getPage(page_num)
text += page.extractText()
return text
file_path = 'path_to_your_pdf_file.pdf'
text = extract_text_from_pdf(file_path)
print(text)
使用pdfminer库
from pdfminer.converter import TextConverter
from pdfminer.layout import LAParams
from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter
from pdfminer.pdfpage import PDFPage
from io import StringIO
def extract_text_from_pdf(file_path):
resource_manager = PDFResourceManager()
fake_file_handle = StringIO()
laparams = LAParams()
converter = TextConverter(resource_manager, fake_file_handle, laparams=laparams)
page_interpreter = PDFPageInterpreter(resource_manager, converter)
with open(file_path, 'rb') as file:
for page in PDFPage.create_pages(PDFPage.get_pages(file)):
page_interpreter.process_page(page)
text = fake_file_handle.getvalue()
Close streams and free resources
converter.close()
fake_file_handle.close()
return text
file_path = 'path_to_your_pdf_file.pdf'
text = extract_text_from_pdf(file_path)
print(text)
请确保在运行代码之前已经安装了相应的库。你可以使用以下命令进行安装:
pip install PyPDF2
或者
pip install pdfminer.six
这些代码片段将帮助你从PDF文件中提取文本内容。