Downloading UK Postcode Database (Open Postcode) into Spark

import requests
import zipfile
import io

loc = "https://www.getthedata.com/downloads/open_postcode_geo.csv.zip"
zip_bin_data = requests.get(loc).content

byte_file = io.BytesIO(zip_bin_data)

with zipfile.ZipFile(byte_file, "r") as zip_ref:
    print(zip_ref.filelist)
    entry_name = zip_ref.filelist[0]
    csv_bin_data = zip_ref.read(entry_name)

csv_data = csv_bin_data.decode("utf-8")
lines = csv_data.splitlines()


dt = spark.sparkContext.parallelize(lines)
df = spark.read.csv(dt,
                    "postcode string, status string, usertype string, easting int, northing int, positional_quality_indicator int, country string, latitude decimal(25,20), longitude decimal(25,20), postcode_no_space string, postcode_fixed_width_seven string, postcode_fixed_width_eight string, postcode_area string, postcode_district string, postcode_sector string, outcode string, incode string")

display(df)