feat: add chrome headers for avoiding blocking

This commit is contained in:
3NFBagdu
2022-02-03 15:03:35 +04:00
parent f52903c30e
commit 4db18bbed9
+70 -26
View File
@@ -1,3 +1,5 @@
from unicodedata import name
import pandas as pd
import requests
import re
import csv
@@ -7,7 +9,12 @@ from bs4 import BeautifulSoup
sec_url = 'https://www.sec.gov'
def get_request(url):
return requests.get(url)
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/97.0.4692.99 Safari/537.36',
'Accept-Encoding': 'gzip, deflate, br',
'HOST': 'www.sec.gov',
}
return requests.get(url, headers=headers)
def create_url(cik):
return 'https://www.sec.gov/cgi-bin/browse-edgar?CIK={}&owner=exclude&action=getcompany&type=13F-HR'.format(cik)
@@ -16,29 +23,66 @@ def get_user_input():
cik = input("Enter 10-digit CIK number: ")
return cik
def scrap_company_report(requested_cik):
# Find mutual fund by CIK number on EDGAR
response = get_request(create_url(requested_cik))
soup = BeautifulSoup(response.text, "html.parser")
tags = soup.findAll('a', id="documentsbutton")
last_report = (sec_url + tags[0]['href'])
previous_report = (sec_url + tags[1]['href'])
scrap_report_by_url(last_report, "last_report")
scrap_report_by_url(previous_report, "previous_report")
def scrap_report_by_url(url, filename):
response_two = get_request(url)
soup_two = BeautifulSoup(response_two.text, "html.parser")
tags_two = soup_two.findAll('a', attrs={'href': re.compile('xml')})
xml_url = tags_two[3].get('href')
response_xml = get_request(sec_url + xml_url)
soup_xml = BeautifulSoup(response_xml.content, "lxml")
xml_to_csv(soup_xml, filename)
def xml_to_csv(soup_xml, name):
columns = [
"Name of Issuer",
"CUSIP",
"Value (x$1000)",
"Shares",
"Investment Discretion",
"Voting Sole / Shared / None"
]
issuers = soup_xml.body.findAll(re.compile('nameofissuer'))
cusips = soup_xml.body.findAll(re.compile('cusip'))
values = soup_xml.body.findAll(re.compile('value'))
sshprnamts = soup_xml.body.findAll('sshprnamt')
sshprnamttypes = soup_xml.body.findAll(re.compile('sshprnamttype'))
investmentdiscretions = soup_xml.body.findAll(re.compile('investmentdiscretion'))
soles = soup_xml.body.findAll(re.compile('sole'))
shareds = soup_xml.body.findAll(re.compile('shared'))
nones = soup_xml.body.findAll(re.compile('none'))
df = pd.DataFrame(columns= columns)
for issuer, cusip, value, sshprnamt, sshprnamttype, investmentdiscretion, sole, shared, none in zip(issuers, cusips, values, sshprnamts, sshprnamttypes, investmentdiscretions, soles, shareds, nones):
row = {
"Name of Issuer": issuer.text,
"CUSIP": cusip.text,
"Value (x$1000)": value.text,
"Shares": f"{sshprnamt.text} {sshprnamttype.text}",
"Investment Discretion": investmentdiscretion.text,
"Voting Sole / Shared / None": f"{sole.text} / {shared.text} / {none.text}"
}
df = df.append(row, ignore_index=True)
df.to_csv(f"{name}.csv")
requested_cik = get_user_input()
# Find mutual fund by CIK number on EDGAR
response = get_request(create_url(requested_cik))
soup = BeautifulSoup(response.text, "html.parser")
tags = soup.findAll('a', id="documentsbutton")
# Find latest 13F report for mutual fund
response_two = get_request(sec_url + tags[0]['href'])
soup_two = BeautifulSoup(response_two.text, "html.parser")
tags_two = soup_two.findAll('a', attrs={'href': re.compile('xml')})
xml_url = tags_two[3].get('href')
response_xml = get_request(sec_url + xml_url)
soup_xml = BeautifulSoup(response_xml.content, "lxml")
# Find all issuers
issuers = soup_xml.body.findAll(re.compile('nameofissuer'))
for issuer in issuers:
print(issuer.text)
# Write issuer names to TSV file
with open('{}.tsv'.format(requested_cik), 'wt') as out_file:
tsv_writer = csv.writer(out_file, delimiter='\t')
for issuer in issuers:
tsv_writer.writerow([issuer.text])
scrap_company_report(requested_cik)