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File size: 960 Bytes
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import pypdfium2 as pdfium
import re
class ResumeReader:
def clean_text(self, raw_text):
clean_text = re.sub(r'\n+', '\n', raw_text)
clean_text = clean_text.replace("\r", "\n")
clean_text = clean_text.replace("\t", " ")
clean_text = re.sub(r"\uf0b7", " ", clean_text)
clean_text = re.sub(r'[^\x00-\x7F]+', '', clean_text) #remove non-ascii
clean_text = re.sub(r"\(cid:\d{0,3}\)", " ", clean_text)
clean_text = re.sub(r'• ', " ", clean_text)
return clean_text
def read_pdf(self, path_file):
raw_text = ""
pdf = pdfium.PdfDocument(path_file)
for page in pdf:
raw_text += page.get_textpage().get_text_range()
clean_text = self.clean_text(raw_text)
resume_lines = clean_text.splitlines(True)
resume_lines = [re.sub('\s+', ' ', line.strip()) for line in resume_lines if line.strip()]
return resume_lines
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