"""Module to crawl the website 'https://www.safe.gov.cn' to fetch and process articles.""" import time import urllib.request from datetime import datetime, timedelta import random from lxml import etree from prefect import task, get_run_logger from controllers.utils import crawl_by_url @task(name = "Data Collection - safe", log_prints = True) def crawl(delta): """ Crawls the website "https://www.safe.gov.cn" to retrieve policy interpretation and data interpretation articles. Args: delta (int): The number of days in the past to consider for crawling. Returns: None """ logger = get_run_logger() logger.info("safe.gov.cn") i = 1 while i > -1: if i == 1: category_url = "https://www.safe.gov.cn/safe/zcfgjd/index.html" else: category_url = f"https://www.safe.gov.cn/safe/zcfgjd/index_{i}.html" i = i + 1 max_retries = 5 backoff_factor = 2 retries = max_retries while retries > 0: try: req = urllib.request.urlopen(category_url, timeout=120) # Increased timeout text = req.read() html_text = text.decode("utf-8") page = etree.HTML(html_text) articlelist = page.xpath("//div[contains(@class, 'list_conr')]/ul/li") break # Success, exit retry loop except (urllib.error.URLError, TimeoutError) as error: logger.error(f"Network error: {error}. Retries left: {retries-1}") retries -= 1 if retries > 0: sleep_time = backoff_factor ** (max_retries - retries) + random.uniform(0, 1) time.sleep(sleep_time) else: logger.error(f"Failed to fetch {category_url} after {max_retries} attempts.") articlelist = [] for article in articlelist: if isinstance(article, etree._Element): subelement = etree.tostring(article).decode() subpage = etree.HTML(subelement) date = subpage.xpath("//dd/text()")[0] parsed_datetime = datetime.strptime( time.strftime("%Y-%m-%d", time.strptime(date, "%Y-%m-%d")), "%Y-%m-%d") if parsed_datetime < (datetime.today() - timedelta(days=delta)): i = -1 else: urls = subpage.xpath("//a/@href") for url in urls: try: article = {} url = "https://www.safe.gov.cn" + url article['category'] = "Policy Interpretation" crawl_by_url(url, article) except (urllib.error.URLError, etree.XMLSyntaxError) as error: logger.error(error) i = 1 while i > -1: if i == 1: category_url = "https://www.safe.gov.cn/safe/sjjd/index.html" else: category_url = f"https://www.safe.gov.cn/safe/sjjd/index_{i}.html" i = i + 1 req = urllib.request.urlopen(category_url, timeout=60) text = req.read() html_text = text.decode("utf-8") page = etree.HTML(html_text) articlelist = page.xpath("//div[contains(@class, 'list_conr')]/ul/li") for article in articlelist: if isinstance(article, etree._Element): subelement = etree.tostring(article).decode() subpage = etree.HTML(subelement) date = subpage.xpath("//dd/text()")[0] parsed_datetime = datetime.strptime( time.strftime("%Y-%m-%d", time.strptime(date, "%Y-%m-%d")), "%Y-%m-%d") if parsed_datetime < (datetime.today() - timedelta(days=delta)): i = -1 else: urls = subpage.xpath("//a/@href") for url in urls: try: article = {} url = "https://www.safe.gov.cn" + url article['category'] = "Data Interpretation" crawl_by_url(url, article) except (urllib.error.URLError, etree.XMLSyntaxError) as error: logger.error(error)