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#!/usr/bin/env python3
"""
Test script to check Trackio Space connection
"""
import requests
import json
from datetime import datetime
def test_trackio_space_connection():
"""Test if the Trackio Space is accessible"""
trackio_url = "https://tonic-test-trackio-test.hf.space"
print("🔍 Testing Trackio Space Connection")
print("=" * 50)
try:
# Test basic connectivity
print(f"1. Testing basic connectivity to {trackio_url}")
response = requests.get(trackio_url, timeout=10)
if response.status_code == 200:
print("✅ Space is accessible")
else:
print(f"❌ Space returned status code: {response.status_code}")
return False
except requests.exceptions.RequestException as e:
print(f"❌ Cannot connect to Trackio Space: {e}")
print(" This means your training script cannot send data to the Space")
return False
print("\n2. Testing experiment creation...")
# Try to create a test experiment via the Space interface
# Note: This is a simplified test - the actual Space might need different approach
print("✅ Basic connectivity test passed")
print("\n📋 Next Steps:")
print("1. Visit the Trackio Space manually")
print("2. Create an experiment using the interface")
print("3. Log some metrics manually")
print("4. Check if experiments appear in the list")
return True
def check_local_files():
"""Check what local files were created during training"""
print("\n📁 Checking Local Training Files")
print("=" * 50)
import os
import glob
# Check for local files
local_files = []
# Check for config files
config_files = glob.glob("config_*.json")
local_files.extend(config_files)
# Check for training logs
if os.path.exists("training.log"):
local_files.append("training.log")
# Check for output directory
if os.path.exists("./outputs/balanced"):
local_files.append("./outputs/balanced/")
# Check for evaluation results
eval_files = glob.glob("eval_results_*.json")
local_files.extend(eval_files)
# Check for training summaries
summary_files = glob.glob("training_summary_*.json")
local_files.extend(summary_files)
if local_files:
print("✅ Found local training files:")
for file in local_files:
if os.path.isdir(file):
size = "directory"
else:
size = f"{os.path.getsize(file)} bytes"
print(f" 📄 {file} ({size})")
else:
print("❌ No local training files found")
print(" This suggests training didn't start or failed early")
return local_files
def provide_solutions():
"""Provide solutions for the experiment visibility issue"""
print("\n🛠️ Solutions for Experiment Visibility")
print("=" * 50)
print("\n1. IMMEDIATE SOLUTION - Use Manual Interface:")
print(" a) Visit: https://tonic-test-trackio-test.hf.space")
print(" b) Go to 'Create Experiment' tab")
print(" c) Create experiment: 'petit-elle-l-aime-3-balanced'")
print(" d) Copy the experiment ID")
print(" e) Go to 'Log Metrics' tab")
print(" f) Enter metrics manually as training progresses")
print("\n2. CHECK TRAINING STATUS:")
print(" a) Check if training is actually running")
print(" b) Look for local files being created")
print(" c) Check training logs for errors")
print("\n3. ALTERNATIVE - Use Local Monitoring:")
print(" a) Check local files for training progress")
print(" b) Use local logs to monitor training")
print(" c) Trackio Space is for visualization only")
print("\n4. DEBUG TRAINING SCRIPT:")
print(" a) Check if Trackio client is working")
print(" b) Verify experiment creation in training logs")
print(" c) Look for connection errors")
def main():
"""Main test function"""
print("🚀 Trackio Space Connection Test")
print("=" * 60)
# Test connection
connection_ok = test_trackio_space_connection()
# Check local files
local_files = check_local_files()
# Provide solutions
provide_solutions()
print("\n" + "=" * 60)
print("📊 SUMMARY")
print("=" * 60)
if connection_ok:
print("✅ Trackio Space is accessible")
else:
print("❌ Trackio Space connection failed")
if local_files:
print("✅ Local training files found")
else:
print("❌ No local training files found")
print("\n🎯 RECOMMENDATION:")
print("Use the Trackio Space manually to create and monitor experiments")
print("The training script will save data locally, but the Space")
print("needs manual interaction for now.")
if __name__ == "__main__":
main() |