From 428d364948a6f7c1d65866887b75a9841467b8b1 Mon Sep 17 00:00:00 2001 From: root Date: Thu, 20 Nov 2025 11:16:02 +0800 Subject: [PATCH] =?UTF-8?q?add=20workflow=20=E5=B8=82=E5=9C=BA-Agents?= =?UTF-8?q?=E8=B0=83=E5=BA=A6,dev?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../wf_dag_agents_market_newsletter.py | 15 +- .../泰克产品相关性分析/tk_product_prefer.py | 351 ++++++++++++++++++ 2 files changed, 364 insertions(+), 2 deletions(-) create mode 100644 dev/workflow/TK_Cust/agents_market_newsletter/泰克产品相关性分析/tk_product_prefer.py diff --git a/dev/workflow/TK_Cust/agents_market_newsletter/市场-Agents调度/wf_dag_agents_market_newsletter.py b/dev/workflow/TK_Cust/agents_market_newsletter/市场-Agents调度/wf_dag_agents_market_newsletter.py index e55a18a..04e82ed 100644 --- a/dev/workflow/TK_Cust/agents_market_newsletter/市场-Agents调度/wf_dag_agents_market_newsletter.py +++ b/dev/workflow/TK_Cust/agents_market_newsletter/市场-Agents调度/wf_dag_agents_market_newsletter.py @@ -60,5 +60,16 @@ depends_on_past=False, retries=1, dag=dag) -agents_recuriments >> task_failed -agents_market_summar >> task_failed + +tk_product_prefer = SSHOperator( +ssh_hook=sshHook, +task_id='tk_product_prefer', +command='cd /data/airflow/etl/agents && python tk_product_prefer.py', +params={'my_param':"tk_product_prefer"}, +depends_on_past=False, +retries=1, +dag=dag) + +agents_market_summar >> tk_product_prefer +agents_recuriments >> tk_product_prefer +tk_product_prefer >> task_failed diff --git a/dev/workflow/TK_Cust/agents_market_newsletter/泰克产品相关性分析/tk_product_prefer.py b/dev/workflow/TK_Cust/agents_market_newsletter/泰克产品相关性分析/tk_product_prefer.py new file mode 100644 index 0000000..08fb381 --- /dev/null +++ b/dev/workflow/TK_Cust/agents_market_newsletter/泰克产品相关性分析/tk_product_prefer.py @@ -0,0 +1,351 @@ +import requests +import json +import psycopg2 +from psycopg2.extras import RealDictCursor +import time +from typing import List, Dict, Any +import logging + +# 配置日志 +logging.basicConfig( + level=logging.INFO, + format='%(asctime)s - %(levelname)s - %(message)s' +) +logger = logging.getLogger(__name__) + +class APIClient: + """简化的API客户端类""" + + def __init__(self, api_url: str, auth_token: str): + self.api_url = api_url + self.headers = { + 'Authorization': auth_token, + 'Content-Type': 'application/json' + } + + def call_api_with_inputs(self, inputs: Dict[str, Any]) -> Dict[str, Any]: + """直接调用带inputs参数的API + + Args: + inputs: inputs参数字典 + + Returns: + API响应数据 + """ + payload = json.dumps({ + "inputs": inputs, + "response_mode": "blocking", + "user": "admin" + }) + + try: + logger.info("调用带inputs参数的API") + response = requests.post( + self.api_url, + headers=self.headers, + data=payload, + timeout=1200 + ) + + response.raise_for_status() + logger.info(f"API调用成功，状态码: {response.status_code}") + + return { + "success": True, + "status_code": response.status_code, + "data": response.json() + } + + except requests.exceptions.RequestException as e: + logger.error(f"API调用失败: {e}") + return { + "success": False, + "error": str(e) + } + + def call_api_without_inputs(self, other_params: Dict[str, Any] = None) -> Dict[str, Any]: + """直接调用不带inputs参数的API + + Args: + other_params: 其他参数字典 + + Returns: + API响应数据 + """ + payload = { + "inputs": {}, + "response_mode": "blocking", + "user": "admin" + } + + # 添加其他参数 + if other_params: + payload.update(other_params) + + try: + logger.info("调用不带inputs参数的API") + response = requests.post( + self.api_url, + headers=self.headers, + data=json.dumps(payload), + timeout=1200 + ) + + response.raise_for_status() + logger.info(f"API调用成功，状态码: {response.status_code}") + + return { + "success": True, + "status_code": response.status_code, + "data": response.json() + } + + except requests.exceptions.RequestException as e: + logger.error(f"API调用失败: {e}") + return { + "success": False, + "error": str(e) + } + + + def call_api_with_query(self, query: str = None) -> Dict[str, Any]: + """直接调用带inputs参数的API + + Args: + query: 查询语句 + + Returns: + API响应数据 + """ + payload = json.dumps({ + "inputs": {}, + "query" : query, + "response_mode": "streaming", + "user": "admin" + }) + + try: + logger.info("调用带inputs参数的API") + response = requests.post( + self.api_url, + headers=self.headers, + data=payload, + timeout=2400 + ) + + response.raise_for_status() + logger.info(f"API调用成功，状态码: {response.status_code}") + + return { + "success": True, + "status_code": response.status_code, + "data": response.json() + } + + except requests.exceptions.RequestException as e: + logger.error(f"API调用失败: {e}") + return { + "success": False, + "error": str(e) + } + + def call_api_without_query(self, other_params: Dict[str, Any] = None) -> Dict[str, Any]: + """直接调用不带inputs参数的API + + Args: + other_params: 其他参数字典 + + Returns: + API响应数据 + """ + payload = { + "inputs": {}, + "query":"", + "response_mode": "streaming", + "user": "admin" + } + + # 添加其他参数 + if other_params: + payload.update(other_params) + + try: + logger.info("调用不带inputs参数的API") + response = requests.post( + self.api_url, + headers=self.headers, + data=json.dumps(payload), + timeout=2400 + ) + + response.raise_for_status() + logger.info(f"API调用成功，状态码: {response.status_code}") + + return { + "success": True, + "status_code": response.status_code, + "data": response.json() + } + + except requests.exceptions.RequestException as e: + logger.error(f"API调用失败: {e}") + return { + "success": False, + "error": str(e) + } + +class DatabaseManager: + """数据库管理类""" + + def __init__(self, db_config: Dict[str, str]): + self.db_config = db_config + self.connection = None + + def connect(self): + """连接数据库""" + try: + self.connection = psycopg2.connect( + host=self.db_config.get('host', 'localhost'), + port=self.db_config.get('port', '5432'), + database=self.db_config.get('database', 'postgres'), + user=self.db_config.get('user', 'postgres'), + password=self.db_config.get('password', ''), + cursor_factory=RealDictCursor + ) + logger.info("数据库连接成功") + except Exception as e: + logger.error(f"数据库连接失败: {e}") + raise + + def disconnect(self): + """断开数据库连接""" + if self.connection: + self.connection.close() + logger.info("数据库连接已关闭") + + def get_urls_from_database(self, query: str = None) -> List[str]: + """从数据库获取URL列表""" + if not self.connection: + self.connect() + + # 默认查询语句，根据实际情况修改 + if query is None: + query = "SELECT 1" + + try: + with self.connection.cursor() as cursor: + cursor.execute(query) + results = cursor.fetchall() + + # 处理结果，返回字符串列表 + datas = [list(row.values())[0] for row in results] + return datas + + except Exception as e: + logger.error(f"查询数据库失败: {e}") + return [] +#DATABASE_URL=postgresql://dbuser_dba:EmBRxnmmjnE3@124.221.232.219:5432/daas_mpp +#DATABASE_SCHEMA=p70_ai_intelligence +def main(): + """主函数""" + # 数据库配置 + db_config = { + 'host': '124.221.232.219', + 'port': '5432', + 'database': 'daas_mpp', + 'user': 'dbuser_dba', + 'password': 'EmBRxnmmjnE3', + 'schema': 'p70_ai_intelligence' + } + + # API配置 + api_config = { + 'url': 'http://agent.idgvalue.com/v1/chat-messages', + 'auth_token': 'Bearer app-yAPAzkPbAaV8l1SuZBjXHTU4' + } + + api_client = APIClient(api_config['url'], api_config['auth_token']) + + type = 'agent' + type = 'agent' + + try: + flag = True + + if flag: + # 初始化 + db_manager = DatabaseManager(db_config) + custom_query = """ select "客户名称" from p99_temp.tk_product_prefer_list """ + + try: + # 从数据库获取URL列表 + list = db_manager.get_urls_from_database(custom_query) + + if not list: + logger.warning("未获取到URL") + return + + # 遍历每个URL调用API + for i, text in enumerate(list, 1): + logger.info(f"处理第 {i}/{len(list)} 个数据: {text}") + + if type == 'workflow': + # 方法1: 使用带inputs参数的调用 + inputs_data = { + "urls": f"{text}" + } + + result = api_client.call_api_with_inputs(inputs_data) + + if result['success']: + logger.info(f"URL {text} 处理成功") + else: + logger.error(f"URL {text} 处理失败: {result.get('error')}") + + + else: + #agent + query = text + result = api_client.call_api_with_query(query) + + if result['success']: + logger.info(f"URL {text} 处理成功") + else: + logger.error(f"URL {text} 处理失败: {result.get('error')}") + + # 可选：添加延迟避免请求过于频繁 + if i < len(text): + time.sleep(1) + + except Exception as e: + logger.error(f"程序执行失败: {e}") + + finally: + db_manager.disconnect() + + else: + logger.info("调用不带inputs参数的API示例") + if type == 'workflow': + result2 = api_client.call_api_without_inputs() + + if result2['success']: + logger.info("不带inputs参数的API调用成功") + else: + logger.error(f"不带inputs参数的API调用失败: {result2.get('error')}") + + else: + #agent + result2 = api_client.call_api_without_query() + + if result2['success']: + logger.info("不带inputs参数的API调用成功") + else: + logger.error(f"不带inputs参数的API调用失败: {result2.get('error')}") + + except Exception as e: + logger.error(f"初始化失败: {e}") + + + +if __name__ == "__main__": + main() \ No newline at end of file