Created
August 22, 2018 20:46
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Selenium script to get ETF consittuents
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import pandas as pd | |
''' | |
brew install phantomjs | |
or | |
brew tap homebrew/cask | |
brew cask install chromedriver | |
''' | |
# from selenium import webdriver | |
from selenium.webdriver.chrome.webdriver import WebDriver | |
def get_etf_holdings(etf_symbol): | |
''' | |
etf_symbol: str | |
return: pd.DataFrame | |
''' | |
url = 'https://www.barchart.com/stocks/quotes/{}/constituents?page=all'.format( | |
etf_symbol) | |
# Loads the ETF constituents page and reads the holdings table | |
browser = WebDriver() # webdriver.PhantomJS() | |
browser.get(url) | |
html = browser.page_source | |
soup = BeautifulSoup(html, 'html') | |
table = get_table(soup) | |
# Reads the holdings table line by line and appends each asset to a | |
# dictionary along with the holdings percentage | |
asset_dict = {} | |
for row in table.select('tr')[1:-1]: | |
try: | |
cells = row.select('td') | |
# print(row) | |
symbol = cells[0].get_text().strip() | |
# print(symbol) | |
name = cells[1].text.strip() | |
celltext = cells[2].get_text().strip() | |
percent = float(celltext.rstrip('%')) | |
shares = int(cells[3].text.strip().replace(',', '')) | |
if symbol != "" and percent != 0.0: | |
asset_dict[symbol] = { | |
'name': name, | |
'percent': percent, | |
'shares': shares, | |
} | |
except BaseException as ex: | |
print(ex) | |
browser.quit() | |
return pd.DataFrame(asset_dict) |
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I am unable to use this, and the problem seems to be with get_table. Where is that defined?