How to Extract Text from PDFs with Python Pypdf2?

import encodings
from PyPDF2 import PdfFileReader
from pathlib import Path
import glob
import json
import re
import pymysql

for pdfFile in Path("pdfs").glob("*.pdf"):

# Create pdf file reader object
  pdf = PdfFileReader(pdfFile)

# Grab the page(s)
  page_1_object = pdf.getPage(0)

# Extract text
  page_1_text = page_1_object.extractText()

# Combine the text from all the pages and save as txt file
with open("txts/{}.txt".format(pdfFile.stem), mode='w', encoding="utf-8") as file:
        for page in pdf.pages:
            text = ''
            text += page.extractText()
            file.write(text)
            file.close