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| import logging |
| from abc import ABC |
| import pandas as pd |
| import requests |
| import re |
| from agent.component.base import ComponentBase, ComponentParamBase |
|
|
|
|
| class BaiduParam(ComponentParamBase): |
| """ |
| Define the Baidu component parameters. |
| """ |
|
|
| def __init__(self): |
| super().__init__() |
| self.top_n = 10 |
|
|
| def check(self): |
| self.check_positive_integer(self.top_n, "Top N") |
|
|
|
|
| class Baidu(ComponentBase, ABC): |
| component_name = "Baidu" |
|
|
| def _run(self, history, **kwargs): |
| ans = self.get_input() |
| ans = " - ".join(ans["content"]) if "content" in ans else "" |
| if not ans: |
| return Baidu.be_output("") |
|
|
| try: |
| url = 'http://www.baidu.com/s?wd=' + ans + '&rn=' + str(self._param.top_n) |
| headers = { |
| 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.104 Safari/537.36'} |
| response = requests.get(url=url, headers=headers) |
|
|
| url_res = re.findall(r"'url': \\\"(.*?)\\\"}", response.text) |
| title_res = re.findall(r"'title': \\\"(.*?)\\\",\\n", response.text) |
| body_res = re.findall(r"\"contentText\":\"(.*?)\"", response.text) |
| baidu_res = [{"content": re.sub('<em>|</em>', '', '<a href="' + url + '">' + title + '</a> ' + body)} for |
| url, title, body in zip(url_res, title_res, body_res)] |
| del body_res, url_res, title_res |
| except Exception as e: |
| return Baidu.be_output("**ERROR**: " + str(e)) |
|
|
| if not baidu_res: |
| return Baidu.be_output("") |
|
|
| df = pd.DataFrame(baidu_res) |
| logging.debug(f"df: {str(df)}") |
| return df |
|
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