Delete debug_app.py
Browse files- debug_app.py +0 -187
debug_app.py
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import json
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import os
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import traceback
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import uuid
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from datetime import datetime
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from typing import Dict
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import pandas as pd
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import streamlit as st
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from datasets import load_dataset
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from dotenv import load_dotenv
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# Only import if file exists
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try:
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from langgraph_agent import DataAnalystAgent
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AGENT_AVAILABLE = True
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except ImportError as e:
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AGENT_AVAILABLE = False
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IMPORT_ERROR = str(e)
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# Load environment variables
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load_dotenv()
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# Set up page config
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st.set_page_config(
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page_title="🤖 LangGraph Data Analyst Agent (Debug)",
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layout="wide",
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page_icon="🤖",
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initial_sidebar_state="expanded",
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)
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def check_environment():
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"""Check the deployment environment and dependencies."""
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st.markdown("## 🔍 Environment Debug Info")
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# Check Python version
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import sys
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st.write(f"**Python Version:** {sys.version}")
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# Check if running on Hugging Face
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is_hf_space = os.environ.get("SPACE_ID") is not None
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st.write(f"**Running on Hugging Face Spaces:** {is_hf_space}")
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if is_hf_space:
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st.write(f"**Space ID:** {os.environ.get('SPACE_ID', 'Unknown')}")
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# Check API key availability
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nebius_key = os.environ.get("NEBIUS_API_KEY")
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openai_key = os.environ.get("OPENAI_API_KEY")
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st.write(f"**Nebius API Key Available:** {'Yes' if nebius_key else 'No'}")
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st.write(f"**OpenAI API Key Available:** {'Yes' if openai_key else 'No'}")
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if nebius_key:
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st.write(f"**Nebius Key Length:** {len(nebius_key)} characters")
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if openai_key:
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st.write(f"**OpenAI Key Length:** {len(openai_key)} characters")
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# Check agent import
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st.write(
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f"**LangGraph Agent Import:** {'✅ Success' if AGENT_AVAILABLE else '❌ Failed'}"
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)
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if not AGENT_AVAILABLE:
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st.error(f"Import Error: {IMPORT_ERROR}")
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# Check required packages
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required_packages = [
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"langchain",
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"langchain_core",
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"langchain_openai",
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"langgraph",
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"datasets",
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"pandas",
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]
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st.markdown("### 📦 Package Availability")
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for package in required_packages:
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try:
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__import__(package)
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st.write(f"✅ {package}")
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except ImportError as e:
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st.write(f"❌ {package} - {str(e)}")
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def test_simple_agent():
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"""Test basic agent functionality."""
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if not AGENT_AVAILABLE:
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st.error("Cannot test agent - import failed")
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return
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st.markdown("## 🧪 Agent Test")
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# Get API key
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api_key = os.environ.get("NEBIUS_API_KEY") or os.environ.get("OPENAI_API_KEY")
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if not api_key:
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st.error("No API key found!")
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return
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st.write("**API Key:** ✅ Available")
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# Test agent creation
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try:
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st.write("**Creating Agent...**")
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agent = DataAnalystAgent(api_key=api_key)
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st.write("✅ Agent created successfully")
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# Test simple query
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if st.button("🧪 Test Simple Query"):
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with st.spinner("Testing agent with simple query..."):
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try:
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result = agent.invoke("Hello, are you working?", "debug_test")
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st.success("✅ Agent responded successfully!")
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st.markdown("**Response Messages:**")
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for i, msg in enumerate(result.get("messages", [])):
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st.write(
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f"{i+1}. {type(msg).__name__}: {getattr(msg, 'content', 'No content')[:100]}..."
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)
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except Exception as e:
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st.error(f"❌ Agent test failed: {str(e)}")
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st.code(traceback.format_exc())
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except Exception as e:
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st.error(f"❌ Agent creation failed: {str(e)}")
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st.code(traceback.format_exc())
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def test_dataset_loading():
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"""Test dataset loading."""
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st.markdown("## 📊 Dataset Test")
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try:
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with st.spinner("Loading dataset..."):
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dataset = load_dataset(
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"bitext/Bitext-customer-support-llm-chatbot-training-dataset"
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)
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df = pd.DataFrame(dataset["train"])
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st.success(f"✅ Dataset loaded: {len(df):,} records")
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st.dataframe(df.head(3))
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except Exception as e:
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st.error(f"❌ Dataset loading failed: {str(e)}")
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st.code(traceback.format_exc())
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def main():
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st.title("🔧 LangGraph Agent Debug Tool")
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st.markdown("This tool helps diagnose issues with the LangGraph agent deployment.")
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# Environment check
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check_environment()
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st.markdown("---")
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# Dataset test
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test_dataset_loading()
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st.markdown("---")
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# Agent test
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test_simple_agent()
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st.markdown("---")
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st.markdown("## 💡 Common Solutions")
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st.markdown(
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"""
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**If agent creation fails:**
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- Check API key is correctly set as Space secret
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- Verify all dependencies are in requirements.txt
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- Check for import errors above
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**If agent hangs on 'thinking':**
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- API key might be invalid/expired
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- Network connectivity issues to API endpoint
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- Unhandled exceptions in LangGraph workflow
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**If dataset loading fails:**
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- Network connectivity issues
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- Hugging Face datasets library not properly installed
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"""
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)
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if __name__ == "__main__":
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main()
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