import warnings warnings.filterwarnings("ignore") import requests from lxml import etree from tqdm import tqdm import pandas as pd import json import time from finnlp.data_sources.social_media._base import Social_Media_Downloader # TODO: # 1. Contents class Xueqiu_Streaming(Social_Media_Downloader): def __init__(self, args = {}): super().__init__(args) self.dataframe = pd.DataFrame() def download_streaming_stock(self, keyword = "茅台", rounds = 3, delay = 0.5): # first get cookie self._get_cookie(keyword = keyword) url = "https://xueqiu.com/query/v1/search/status.json" headers = { 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/116.0.0.0 Safari/537.36', } print("Downloading ...", end = ' ') for page in range(rounds): params = { 'sortId': '2', 'q': keyword, 'count': '10', 'page': page, } res = self.session.get(url = url, headers= headers, params = params) if res.status_code != 200: break res = json.loads(res.text) tmp = pd.DataFrame(res["list"]) self.dataframe = pd.concat([self.dataframe, tmp]) print(page, end = ' ') time.sleep(delay) self.dataframe["created_at"] = pd.to_datetime(self.dataframe["created_at"], unit = 'ms') def _get_cookie(self, keyword = "茅台"): first_url = "https://xueqiu.com/k" headers = { 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/116.0.0.0 Safari/537.36', } params = { 'q': keyword } self.session = requests.session() res = self.session.get(headers = headers, url = first_url, params=params) if res.status_code != 200: print(f"Connection Error: {res.status_code}") return f"Connection Error: {res.status_code}"