Changes: - CLAUDE.md: Update OOM fix validation status - Add comprehensive documentation (30+ markdown reports) - LSTM encoder varmap bug fix (tft/lstm_encoder.rs:290) - Quantized LSTM layer matching fix (tft/quantized_lstm.rs) - Hyperopt paths module (ml/src/hyperopt/paths.rs) - Training path tests for all adapters (DQN, MAMBA-2, PPO, TFT) - Checkpoint integrity tests - Script cleanup: Remove 29 obsolete deployment scripts - Archive old scripts to scripts/archive/ - New deployment utilities: check_gpu_availability.py, monitor_hyperopt.sh Validation: - OOM fixes validated: 5/5 trials successful (pod b6kc3mc5lbjiro) - Batch-size-max 256 tested successfully - All hyperopt adapters working correctly 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
128 lines
3.8 KiB
Python
Executable File
128 lines
3.8 KiB
Python
Executable File
#!/usr/bin/env python3
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"""
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Terminate failing RunPod pod - non-interactive version
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"""
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import os
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import sys
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import requests
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from dotenv import load_dotenv
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# Load environment variables
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env_path = os.path.join(os.path.dirname(os.path.dirname(__file__)), '.env.runpod')
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load_dotenv(env_path)
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RUNPOD_API_KEY = os.getenv('RUNPOD_API_KEY')
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if not RUNPOD_API_KEY:
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print("ERROR: RUNPOD_API_KEY not found in .env.runpod")
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sys.exit(1)
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REST_API_URL = "https://rest.runpod.io/v1/pods"
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def terminate_pod(pod_id):
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"""Terminate a RunPod pod."""
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print(f"\n🗑️ Terminating pod {pod_id}...")
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headers = {
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"Authorization": f"Bearer {RUNPOD_API_KEY}"
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}
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try:
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response = requests.delete(
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f"{REST_API_URL}/{pod_id}",
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headers=headers,
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timeout=30
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)
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if response.status_code in [200, 204]:
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print(f" ✅ Pod {pod_id} terminated successfully")
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return True
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else:
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print(f" ⚠️ Termination failed (status {response.status_code}): {response.text[:200]}")
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return False
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except requests.exceptions.RequestException as e:
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print(f" ❌ Failed to terminate pod: {e}")
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return False
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def get_pod_status(pod_id):
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"""Get current status of a pod."""
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print(f"\n🔍 Checking pod {pod_id} status...")
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headers = {
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"Authorization": f"Bearer {RUNPOD_API_KEY}"
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}
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try:
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response = requests.get(
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f"{REST_API_URL}/{pod_id}",
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headers=headers,
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timeout=30
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)
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if response.status_code == 200:
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pod_data = response.json()
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print(f" Status: {pod_data.get('desiredStatus', 'UNKNOWN')}")
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print(f" Runtime Status: {pod_data.get('runtime', {}).get('status', 'UNKNOWN')}")
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machine = pod_data.get('machine', {})
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datacenter = machine.get('dataCenterId', 'N/A')
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print(f" Datacenter: {datacenter}")
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gpu_info = machine.get('gpuType', {})
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print(f" GPU: {gpu_info.get('displayName', 'N/A')}")
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return pod_data
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elif response.status_code == 404:
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print(f" ⚠️ Pod not found (may already be terminated)")
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return None
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else:
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print(f" ⚠️ Failed to get pod status (status {response.status_code}): {response.text[:200]}")
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return None
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except requests.exceptions.RequestException as e:
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print(f" ❌ Failed to check pod status: {e}")
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return None
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def main():
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print("="*70)
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print("TERMINATE FAILING RUNPOD POD")
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print("="*70)
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failing_pod_id = "3518shhoirbof4"
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# Check pod status first
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pod_data = get_pod_status(failing_pod_id)
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if pod_data:
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# Terminate the pod
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if terminate_pod(failing_pod_id):
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print("\n✅ Pod terminated successfully!")
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print("\n📋 NEXT STEPS:")
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print("="*70)
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print("1. Deployment script has been fixed (EUR-IS-1 only)")
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print("2. Wait 30 seconds for pod cleanup to complete")
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print("3. Deploy new pod with:")
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print()
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print(" cd /home/jgrusewski/Work/foxhunt")
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print(" ./scripts/runpod_deploy.py \\")
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print(" --image jgrusewski/foxhunt:debug \\")
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print(" --command \"--parquet-file /runpod-volume/test_data/ES_FUT_180d.parquet --epochs 50 --learning-rate 0.001\"")
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print()
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print("4. Verify new pod is in EUR-IS-1 datacenter")
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print("5. Check logs show volume mounted successfully")
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print("="*70)
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else:
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print("\n❌ Failed to terminate pod")
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sys.exit(1)
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else:
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print(f"\n⚠️ Pod {failing_pod_id} not found or already terminated")
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print("\n✅ Ready to deploy new pod!")
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if __name__ == "__main__":
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main()
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