first working draft for scraping all stock symbols (and supplementary data)

This commit is contained in:
Daniil Fajnberg 2021-11-09 17:03:20 +01:00
parent 7588dc1600
commit 1dd2975a3c

View File

@ -1,12 +1,33 @@
import logging
import re
from datetime import datetime
from string import ascii_uppercase
from requests import get
from bs4 import BeautifulSoup
from bs4.element import Tag, ResultSet
log = logging.getLogger(__name__)
log.setLevel(logging.DEBUG)
ch = logging.StreamHandler()
ch.setLevel(logging.DEBUG)
log.addHandler(ch)
row_type = tuple[str, str, str, str, str]
DOMAIN = 'www.marketwatch.com'
BASE_URL = f'https://{DOMAIN}/tools/markets/stocks/a-z/'
DIGIT_CATEGORY = '0-9'
OTHER_CATEGORY = 'Other'
CATEGORIES = [DIGIT_CATEGORY] + list(ascii_uppercase) + [OTHER_CATEGORY]
STOCK_SYMBOL_PATTERN = re.compile(r'\(([\w.&]+)\)')
class UnexpectedMarkupError(Exception):
pass
def data_from_rows(trs: ResultSet) -> list[row_type]:
data: list[row_type] = []
@ -19,8 +40,11 @@ def get_single_row_data(table_row: Tag) -> row_type:
tds = table_row.find_all('td')
company_name = str(tds[0].a.contents[0]).strip()
stock_symbol = str(tds[0].a.contents[1].contents[0]).strip()
stock_symbol_pattern = re.compile(r'\(([\w.]+)\)')
stock_symbol = re.search(stock_symbol_pattern, stock_symbol).group(1)
m = re.search(STOCK_SYMBOL_PATTERN, stock_symbol)
if m is None:
log.error(f"{stock_symbol} did not match the stock symbol pattern")
else:
stock_symbol = m.group(1)
country = get_str_from_td(tds[1])
exchange = get_str_from_td(tds[2])
sector = get_str_from_td(tds[3])
@ -35,20 +59,44 @@ def get_str_from_td(td: Tag) -> str:
return str(content).strip()
def all_trs_from_soup(soup: BeautifulSoup) -> ResultSet:
return soup.find('div', {'id': 'marketsindex'}).table.tbody.find_all('tr')
def all_trs_from_page(url: str) -> ResultSet:
response = get(url)
soup = BeautifulSoup(response.text, 'html.parser')
try:
return soup.find('div', {'id': 'marketsindex'}).table.tbody.find_all('tr')
except AttributeError:
log.error("Unexpected HTML markup!")
file_name = f'unexpected_response_at_{datetime.now().strftime("%Y-%m-%d_%H-%M")}.html'
with open(file_name, 'w') as f:
f.write(response.text)
raise UnexpectedMarkupError
def soup_from_page(url: str) -> BeautifulSoup:
return BeautifulSoup(get(url).text, 'html.parser')
def all_data_from_category(category: str) -> list[row_type]:
log.info(f"Getting companies starting with '{category}'")
data: list[row_type] = []
page = 1
trs = all_trs_from_page(f'{BASE_URL}{category}')
while len(trs) > 0:
log.info(f"Scraping page {page}")
data.extend(data_from_rows(trs))
page += 1
trs = all_trs_from_page(f'{BASE_URL}{category}/{page}')
return data
def get_all_data():
data: list[row_type] = []
for category in CATEGORIES:
data.extend(all_data_from_category(category))
return data
def main() -> None:
soup = soup_from_page('https://www.marketwatch.com/tools/markets/stocks/a-z/0-9')
trs = all_trs_from_soup(soup)
data = data_from_rows(trs)
data = get_all_data()
for tup in data:
print(tup)
print(len(data), 'datasets')
if __name__ == '__main__':