#!/bin/bash
# Bypass volume cache - download binary directly from S3

set -e

echo "================================================"
echo "Bypassing Volume Cache - Downloading from S3"
echo "================================================"

# Download fresh binary from S3
aws s3 cp s3://se3zdnb5o4/binaries/current/hyperopt_mamba2_demo /tmp/demo \
  --endpoint-url https://s3api-eur-is-1.runpod.io

# Make executable
chmod +x /tmp/demo

# Verify it has correct arguments
echo "Verifying binary..."
/tmp/demo --help | grep -q "base-dir" && echo "✅ Binary verified" || (echo "❌ Wrong binary!" && exit 1)

# Execute training
echo "Starting training..."
/tmp/demo \
  --parquet-file /runpod-volume/test_data/ES_FUT_180d.parquet \
  --base-dir /runpod-volume/ml_training \
  --trials 2 \
  --epochs 1 \
  --batch-size-max 256 \
  --seed 42