# !/usr/bin/env python # -*- coding:utf-8 -*- # ================================================================== # [CreatedDate] : Thursday, 1970-01-01 08:00:00 # [Author] : shixiaofeng # [Descriptions] : # ================================================================== # [ChangeLog]: # [Date] [Author] [Comments] # ------------------------------------------------------------------ import json import logging import time import gradio as gr import requests logger = logging.getLogger('gradio') gr.close_all() host = "127.0.0.1:9172" def tableqa(input_question, history=""): logger.info("run tableqa") if history == "": history_sql = None else: history_sql = json.loads(history.replace("\'", "\"")) data = {"raw_data": {'question': input_question, 'history_sql': history_sql}} ts = time.time() r = requests.post(f"http://{host}/tableqa", json=data) response = json.loads(r.text) print("response", response) te = time.time() print("run inference_mask_sam success [{}], time_Cost is [{}]".format(response["code"] == 200, te-ts)) if response["code"] == 200: df_value = response["result"]["select_df"] df = {"data":df_value["rows"],"headers":df_value["header_name"]} return [df, response["result"]["sql_string"], response["result"]["sql_query"], response["result"]["history"], response["result"]["query_result"]] else: return ["1", "2", "3", "4",] # iface = gr.Interface(fn=greet, inputs="text", outputs=["输出sql语句","输出可执行sql语句","执行结果"]) iface = gr.Interface(fn=tableqa, inputs=[gr.Textbox(label="input_question", info="请输入想要查询的问题."), gr.Textbox(label="history sql", info="上下文对话历史信息.")], outputs=[gr.DataFrame(label="索引到的数据库"), gr.Textbox(label="输出sql语句"), gr.Textbox(label="输出可执行sql语句"), gr.Textbox(label="多轮对话历史sql"), gr.Textbox(label="SQL执行结果")] ) iface.launch(enable_queue=False, server_name="0.0.0.0", server_port=9176, debug=True)