I am using python 3.5 and I want to read the text, line by line from pdf files. Was trying to use pdfminer3k
but not getting proper syntax anywhere.
How to use it correctly?
PDFMiner allows one to obtain the exact location of text in a page, as well as other information such as fonts or lines. It includes a PDF converter that can transform PDF files into other text formats (such as HTML). It has an extensible PDF parser that can be used for other purposes than text analysis.
LAParams. Parameters: line_overlap – If two characters have more overlap than this they are considered to be on the same line. The overlap is specified relative to the minimum height of both characters.
PDFMiner is a tool for extracting information from PDF documents. Unlike other PDF-related tools, it focuses entirely on getting and analyzing text data. PDFMiner allows to obtain the exact location of texts in a page, as well as other information such as fonts or lines.
On Windows machines which don't have make command, paste the following commands on a command line prompt: PDFMiner comes with two handy tools: pdf2txt.py and dumppdf.py. pdf2txt.py extracts text contents from a PDF file. It extracts all the text that are to be rendered programmatically, i.e. text represented as ASCII or Unicode strings.
PDFminer.six works more reliably than PyPDF2 (which fails with certain types of PDFs), in particular PDF version 1.7 However, text extraction with PDFminer.six is significantly slower than PyPDF2 by a factor of 6.
PDFMiner's structure changed recently, so this should work for extracting text from the PDF files. Edit : Still working as of the June 7th of 2018. Verified in Python Version 3.x Edit: The solution works with Python 3.7 at October 3, 2019. I used the Python library pdfminer.six, released on November 2018.
I have corrected Lisa's code. It works now!
fp = open(path, 'rb')
from pdfminer.pdfparser import PDFParser, PDFDocument
from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter
from pdfminer.converter import PDFPageAggregator
from pdfminer.layout import LAParams, LTTextBox, LTTextLine
parser = PDFParser(fp)
doc = PDFDocument()
parser.set_document(doc)
doc.set_parser(parser)
doc.initialize('')
rsrcmgr = PDFResourceManager()
laparams = LAParams()
laparams.char_margin = 1.0
laparams.word_margin = 1.0
device = PDFPageAggregator(rsrcmgr, laparams=laparams)
interpreter = PDFPageInterpreter(rsrcmgr, device)
extracted_text = ''
for page in doc.get_pages():
interpreter.process_page(page)
layout = device.get_result()
for lt_obj in layout:
if isinstance(lt_obj, LTTextBox) or isinstance(lt_obj, LTTextLine):
extracted_text += lt_obj.get_text()
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