import argparse import pandas as pd import requests import shutil import time import os from datetime import date from selenium.webdriver import Firefox from selenium.webdriver.firefox.options import Options from random import randrange from pathlib import Path root = Path(__file__).parents[2] ############### # # TODO # download directly via selenium see link below # https://sqa.stackexchange.com/questions/2197/ # how-to-download-a-file-using-seleniums-webdriver # for automatic downloading see https://stackoverflow.com/questions/70740163/ # python-selenium-firefox-driver-dismiss-open-save-file-popup ############### descr = 'Download data from UNFCCC non-AnnexI Submissions. ' \ 'Based on download_bur.py from national-inventory-submissions ' \ '(https://github.com/openclimatedata/national-inventory-submisions)' parser = argparse.ArgumentParser(description=descr) parser.add_argument( '--category', help='Category to download: BUR, NC' ) args = parser.parse_args() category = args.category.upper() print(f"Downloading {category} submissions") if category == "BUR": url = "https://unfccc.int/BURs" else: url = "https://unfccc.int/non-annex-I-NCs" # if we get files of this size they are error pages and we need to # try the download again error_file_sizes = [212, 210] # Read submissions list download_path = root / "downloaded_data" / "UNFCCC" submissions = pd.read_csv(download_path / f"submissions-{category.lower()}.csv") # set options for headless mode profile_path = ".firefox" options = Options() #options.add_argument('-headless') # create profile for headless mode and automatic downloading options.set_preference('profile', profile_path) options.set_preference('browser.download.folderList', 2) # set up selenium driver driver = Firefox(options=options) # visit the main data page once to create cookies driver.get(url) # wait a bit for the website to load before we get the cookies time.sleep(20) # get the session id cookie cookies_selenium = driver.get_cookies() cookies = {} for cookie in cookies_selenium: cookies[cookie['name']] = cookie['value'] new_downloaded = [] for idx, submission in submissions.iterrows(): print("=" * 60) kind = submission.Kind title = submission.Title url = submission.URL country = submission.Country country = country.replace(' ', '_') print(f"Downloading {title} from {url}") country_folder = download_path / country if not country_folder.exists(): country_folder.mkdir() local_filename = \ country_folder / kind / \ url.split('/')[-1].replace("%20", "_").replace(" ", "_") if not local_filename.parent.exists(): local_filename.parent.mkdir() if local_filename.exists(): # check file size. if 210 or 212 bytes it's the error page if Path(local_filename).stat().st_size in error_file_sizes: # found the error page. delete file os.remove(local_filename) # now we have removed error pages, so a present file should not be overwritten if not local_filename.exists(): i = 0 # reset counter while not local_filename.exists() and i < 10: # for i = 0 and i = 5 try to get a new session ID if i == 1 or i == 5: driver = Firefox(options=options) # visit the main data page once to create cookies driver.get(url) time.sleep(20) # get the session id cookie cookies_selenium = driver.get_cookies() cookies = {} for cookie in cookies_selenium: cookies[cookie['name']] = cookie['value'] r = requests.get(url, stream=True, cookies=cookies) with open(str(local_filename), 'wb') as f: shutil.copyfileobj(r.raw, f) # check file size. if 210 or 212 bytes it's the error page if Path(local_filename).stat().st_size in error_file_sizes: # found the error page. delete file os.remove(local_filename) # sleep a bit to avoid running into captchas time.sleep(randrange(5, 15)) if local_filename.exists(): new_downloaded.append(submission) print(f"Download => {local_filename.relative_to(root)}") else: print(f"Failed to download {local_filename.relative_to(root)}") else: print(f"=> Already downloaded {local_filename.relative_to(root)}") driver.close() df = pd.DataFrame(new_downloaded) df.to_csv(download_path / f"00_new_downloads_{category}-{date.today()}.csv", index=False)