上传问题改写、意图识别模块代码
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import psycopg2
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from psycopg2 import sql
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import os
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import json
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from datetime import timezone, timedelta
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class PgSql:
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"""
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用于连接和操作 PostgreSQL 数据库的类。
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该类封装了数据库连接、关闭连接以及执行特定查询的方法，
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主要用于从 Dify 应用相关的表中获取数据。
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"""
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def __init__(self):
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"""
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初始化 PgSql 实例并建立数据库连接。
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"""
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self.connection = None
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self.connect_sql()
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def connect_sql(self):
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"""
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连接到 PostgreSQL 数据库。
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使用预定义的凭据连接到 'dify' 数据库。
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如果连接失败，会打印错误信息。
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"""
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try:
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# 连接数据库
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self.connection = psycopg2.connect(
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user="postgres",
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password="difyai123456",
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host="172.20.0.145",
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port=5432,
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database="dify"
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)
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except (Exception, psycopg2.Error) as error:
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print("Error while connecting to PostgreSQL", error)
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def close_connection(self):
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"""
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关闭当前的 PostgreSQL 数据库连接。
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如果存在活动的连接，则关闭它并打印确认信息。
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"""
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if self.connection:
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self.connection.close()
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print("PostgreSQL connection is closed")
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def get_appinfo(self, appid:str)->dict | None:
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"""
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根据应用 ID 从 'apps' 表中获取应用信息。
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Args:
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appid: 目标应用的 ID。
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Returns:
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一个字典，其中键是列名，值是对应的应用数据。
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如果未找到应用或发生错误，则返回 None。
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"""
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try:
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with self.connection.cursor() as cursor:
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cursor.execute(
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"""
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SELECT * FROM apps WHERE id = %s
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""",
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(appid,)
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)
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result = cursor.fetchone()
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if result:
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colnames = [desc[0] for desc in cursor.description]
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return dict(zip(colnames, result))
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return None
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except (Exception, psycopg2.Error) as error:
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print("Error while getting tenant_id by appid", error)
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def get_messages_info(self, appid:str, query:str)->dict | None:
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"""
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根据应用 ID 和查询内容从 'messages' 表中获取消息信息。
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Args:
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appid: 目标应用的 ID。
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query: 用户查询的具体内容。
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Returns:
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一个字典，其中键是列名，值是对应的消息数据。
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如果未找到消息或发生错误，则返回 None。
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"""
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try:
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with self.connection.cursor() as cursor:
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cursor.execute(
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"""
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SELECT * FROM messages WHERE app_id = %s AND query = %s ORDER BY created_at DESC
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""",
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(appid, query)
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)
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result = cursor.fetchone()
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if result:
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colnames = [desc[0] for desc in cursor.description]
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return dict(zip(colnames, result))
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return None
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except (Exception, psycopg2.Error) as error:
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print("Error while getting messages_info", error)
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def get_messages_info_by_id(self, message_id:str)->dict | None:
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"""
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根据消息 ID 从 'messages' 表中获取消息信息。
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"""
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try:
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with self.connection.cursor() as cursor:
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cursor.execute(
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"""
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SELECT * FROM messages WHERE id = %s
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""",
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(message_id, )
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)
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result = cursor.fetchone()
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if result:
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colnames = [desc[0] for desc in cursor.description]
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return dict(zip(colnames, result))
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return None
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except (Exception, psycopg2.Error) as error:
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print("Error while getting messages_info", error)
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def get_workflow_node_executions_info(self, workflow_run_id:str)->list[dict] | None:
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"""
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根据工作流运行 ID 从 'workflow_node_executions' 表中获取节点执行信息。
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Args:
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workflow_run_id: 目标工作流运行的 ID。
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Returns:
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一个字典，其中键是列名，值是对应的节点执行数据。
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如果未找到执行信息或发生错误，则返回 None。
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"""
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try:
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with self.connection.cursor() as cursor:
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cursor.execute(
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"""
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SELECT * FROM workflow_node_executions WHERE workflow_run_id = %s
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""",
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(workflow_run_id,)
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)
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result = cursor.fetchall()
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if result:
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colnames = [desc[0] for desc in cursor.description]
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return [dict(zip(colnames, row)) for row in result]
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return None
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except (Exception, psycopg2.Error) as error:
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print("Error while getting workflow_node_executions_info", error)
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class DifyTool:
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"""
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提供用于获取 Dify 应用调试信息的工具类。
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该类利用 PgSql 类从数据库中检索与特定应用和查询相关的
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应用信息、消息详情以及工作流节点执行情况。
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"""
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@staticmethod
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def get_message_debug_info_id(message_id:str)->dict | None:
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"""
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根据消息 ID 从 'messages' 表中获取消息信息。
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"""
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dify_pgsql = PgSql()
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messages_info = dify_pgsql.get_messages_info_by_id(message_id)
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if not messages_info:
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return None
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workflow_node_executions_info = dify_pgsql.get_workflow_node_executions_info(messages_info['workflow_run_id'])
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if not workflow_node_executions_info:
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return None
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return {
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"messages_info": messages_info,
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"workflow_node_executions_info": workflow_node_executions_info
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}
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@staticmethod
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def get_message_debug_info(appid:str, query:str)->dict:
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"""
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获取指定应用和查询相关的调试信息。
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此静态方法会创建一个临时的 PgSql 实例来查询数据库，
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然后聚合应用信息、消息信息和工作流节点执行信息。
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Args:
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appid: 目标应用的 ID。
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query: 用户查询的具体内容。
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Returns:
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一个包含 "appinfo", "messages_info", 和
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"workflow_node_executions_info"键的字典，分别对应
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查询到的应用数据、消息数据和节点执行数据。
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"""
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dify_pgsql = PgSql()
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appinfo = dify_pgsql.get_appinfo(appid)
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if not appinfo:
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return None
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messages_info = dify_pgsql.get_messages_info(appid, query)
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if not messages_info:
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return None
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workflow_node_executions_info = dify_pgsql.get_workflow_node_executions_info(messages_info['workflow_run_id'])
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if not workflow_node_executions_info:
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return None
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return {
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"appinfo": appinfo,
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"messages_info": messages_info,
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"workflow_node_executions_info": workflow_node_executions_info
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}
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if __name__ == "__main__":
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print(DifyTool.get_message_debug_info("ccf92b97-2789-4a3f-90e0-135a869a37c5", "电力建设计价通软件,导入结算后没有暂列金怎么办？要手动添加么？"))
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