I'm trying to extract text from pdfs I've scraped off the internet, but when I attempt to download them I get the error:
File "/usr/local/lib/python2.7/dist-packages/pdfminer/pdfpage.py", line 124, in get_pages
raise PDFTextExtractionNotAllowed('Text extraction is not allowed: %r' % fp)
PDFTextExtractionNotAllowed: Text extraction is not allowed <cStringIO.StringO object at 0x7f79137a1ab0>
I've checked stackoverflow and someone else who had this error found their pdfs to be secured with a password. However, I'm able to access the pdfs through preview on my mac.
Someone mentioned that preview may view secured pdfs anyway, so I opened the files in Adobe Acrobat Reader as well and was still able to access the pdf.
Here's an example from the site I'm downloading pdfs from: http://www.sophia-project.org/uploads/1/3/9/5/13955288/aristotle_firstprinciples.pdf
I discovered that if I open the pdf manually and re-export it as a pdf to the same filepath (basically replacing the original with a 'new' file), then I am able to extract text from it. I'm guessing it has something to do with downloading them from the site. I'm simply using urllib to download the pdfs as follows:
if not os.path.isfile(filepath):
print '\nDownloading pdf'
urllib.urlretrieve(link, filepath)
else:
print '\nFile {} already exists!'.format(title)
I also tried rewriting the file to a new filepath, but it still resulted in the same error.
if not os.path.isfile(filepath):
print '\nDownloading pdf'
urllib.urlretrieve(link, filepath)
with open(filepath) as f:
new_filepath = re.split(r'\.', filepath)[0] + '_.pdf'
new_f = file(new_filepath, 'w')
new_f.write(f.read())
new_f.close()
os.remove(filepath)
filepath = new_filepath
else:
print '\nFile {} already exists!'.format(title)
Lastly, here is the function I'm using to extract the text.
def convert(fname, pages=None):
'''
Get text from pdf
'''
if not pages:
pagenums = set()
else:
pagenums = set(pages)
output = StringIO()
manager = PDFResourceManager()
converter = TextConverter(manager, output, laparams=LAParams())
interpreter = PDFPageInterpreter(manager, converter)
infile = file(fname, 'rb')
try:
for page in PDFPage.get_pages(infile, pagenums):
interpreter.process_page(page)
except PDFTextExtractionNotAllowed:
print 'This pdf won\'t allow text extraction!'
infile.close()
converter.close()
text = output.getvalue()
output.close
return text
Is there any way I can programmatically solve this rather than manually re-exporting the files in preview?
More recent versions of PDFMiner has the check_extractable parameter. You can use it on get_pages method:
fp = open(filename, 'rb')
PDFPage.get_pages(fp,check_extractable=False)