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__init__.py
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# stdlib
import datetime
import logging
import random
import re
# third party
import pandas as pd
import requests
from bs4 import BeautifulSoup
from requests.adapters import HTTPAdapter
from requests.exceptions import ConnectionError, RetryError, SSLError
from requests.packages.urllib3.util.retry import Retry
from requests_futures.sessions import FuturesSession
from urllib3.exceptions import MaxRetryError
logger = logging.getLogger(__name__)
DEFAULT_TIMEOUT = 5
DEFAULT_SESSION_URL = "https://finance.yahoo.com"
CRUMB_FAILURE = (
"Failed to obtain crumb. Ability to retrieve data will be significantly limited."
)
HEADERS = [
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/89.0.4389.114 Safari/537.36 Edg/89.0.774.76",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3",
"sec-ch-ua": 'Microsoft Edge;v="89", "Chromium";v="89", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,es;q=0.6",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.198 Safari/537.36 Edg/86.0.622.69",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8",
"sec-ch-ua": 'Microsoft Edge;v="86", "Chromium";v="86", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,en;q=0.9,es;q=0.8",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 6.3; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/90.0.4430.93 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3",
"sec-ch-ua": 'Google Chrome;v="90", "Chromium";v="90", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip, deflate",
"accept-language": "en-US,en;q=0.9,it;q=0.8",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 6.3; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/90.0.4430.93 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3",
"sec-ch-ua": 'Google Chrome;v="90", "Chromium";v="90", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,es;q=0.8",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/73.0.3683.75 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3",
"sec-ch-ua": '" Not A;Brand";v="99", "Chromium";v="104", "Opera";v="90"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": '"Windows"',
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip, deflate, br",
"accept-language": "en",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_14_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/84.0.4147.105 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
"sec-ch-ua": 'Google Chrome;v="84", "Chromium";v="84", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "macOS",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,en;q=0.9,de;q=0.5",
},
{
"upgrade-insecure-requests": "1x",
"User-Agent": "Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/72.0.3626.121 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3",
"sec-ch-ua": 'Google Chrome;v="72", "Chromium";v="72", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip, deflate",
"accept-language": "en-US,it;q=0.7",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/85.0.4183.121 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
"sec-ch-ua": 'Google Chrome;v="85", "Chromium";v="85", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip, deflate",
"accept-language": "en-US,es;q=0.6",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/89.0.4389.114 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
"sec-ch-ua": 'Google Chrome;v="89", "Chromium";v="89", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "macOS",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip, deflate",
"accept-language": "en-US,es;q=0.7",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.111 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
"sec-ch-ua": 'Google Chrome;v="86", "Chromium";v="86", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,de;q=0.5",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/90.0.4430.85 Safari/537.36 Edg/90.0.818.46",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
"sec-ch-ua": 'Microsoft Edge;v="90", "Chromium";v="90", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,it;q=0.8",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/89.0.4389.82 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8",
"sec-ch-ua": 'Google Chrome;v="89", "Chromium";v="89", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,it;q=0.6",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.182 Safari/537.36 Edg/88.0.705.74",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8",
"sec-ch-ua": 'Microsoft Edge;v="88", "Chromium";v="88", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,en;q=0.9,es;q=0.5",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_13_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.116 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8",
"sec-ch-ua": 'Google Chrome;v="83", "Chromium";v="83", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "macOS",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_14_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/84.0.4147.105 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3",
"sec-ch-ua": 'Google Chrome;v="84", "Chromium";v="84", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "macOS",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip, deflate",
"accept-language": "en-US,de;q=0.9",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/89.0.4389.90 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
"sec-ch-ua": 'Google Chrome;v="89", "Chromium";v="89", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,en;q=0.9,fr;q=0.5",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/90.0.4430.212 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
"sec-ch-ua": 'Google Chrome;v="90", "Chromium";v="90", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "macOS",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,es;q=0.8",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/90.0.4430.85 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8",
"sec-ch-ua": 'Google Chrome;v="90", "Chromium";v="90", ";Not A Brand";v="99"',
"sec-ch-ua-mobile": "?0",
"sec-ch-ua-platform": "Windows",
"sec-fetch-site": "none",
"sec-fetch-mod": "",
"sec-fetch-user": "?1",
"accept-encoding": "gzip",
"accept-language": "en-US,es;q=0.5",
},
{
"upgrade-insecure-requests": "1",
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 11_2_3) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/89.0.4389.90 Safari/537.36",
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
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