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#!/bin/bash
# Launch cheap AWS spot instance for testing OPTION A ensemble
# Searches for cheapest available spot instances
set -e
echo "========================================="
echo "AWS Spot Instance Launcher - Test OPTION A"
echo "========================================="
# Configuration
INSTANCE_TYPES=(
"t3.medium" # 2 vCPU, 4GB RAM - ~$0.01/hr
"t3a.medium" # 2 vCPU, 4GB RAM - ~$0.009/hr (cheaper AMD)
"t3.large" # 2 vCPU, 8GB RAM - ~$0.02/hr
"t3a.large" # 2 vCPU, 8GB RAM - ~$0.018/hr
"c6a.large" # 2 vCPU, 4GB RAM, compute optimized - ~$0.015/hr
)
AMI_ID="ami-0c55b159cbfafe1f0" # Ubuntu 22.04 LTS (us-east-1)
REGION="us-east-1"
KEY_NAME="ensemble-test-key"
SECURITY_GROUP="ensemble-test-sg"
# Colors
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
RED='\033[0;31m'
NC='\033[0m'
# Function to get spot price
get_spot_price() {
local instance_type=$1
aws ec2 describe-spot-price-history \
--instance-types "$instance_type" \
--product-descriptions "Linux/UNIX" \
--region "$REGION" \
--max-results 1 \
--query 'SpotPriceHistory[0].SpotPrice' \
--output text
}
# Find cheapest instance
echo -e "\n${YELLOW}Finding cheapest spot instance...${NC}"
echo ""
cheapest_type=""
cheapest_price=999999
prices=()
for instance_type in "${INSTANCE_TYPES[@]}"; do
price=$(get_spot_price "$instance_type")
if [ -n "$price" ]; then
echo " $instance_type: \$$price/hr"
prices+=("$instance_type:$price")
# Check if cheaper
if (( $(echo "$price < $cheapest_price" | bc -l) )); then
cheapest_price=$price
cheapest_type=$instance_type
fi
fi
done
echo ""
echo -e "${GREEN}Cheapest: $cheapest_type at \$$cheapest_price/hr${NC}"
echo ""
# Confirm
read -p "Launch $cheapest_type spot instance? (y/n) " -n 1 -r
echo
if [[ ! $REPLY =~ ^[Yy]$ ]]; then
echo "Cancelled."
exit 0
fi
# Create key pair if doesn't exist
echo ""
echo "Checking SSH key..."
if ! aws ec2 describe-key-pairs --key-names "$KEY_NAME" --region "$REGION" &> /dev/null; then
echo "Creating key pair..."
aws ec2 create-key-pair \
--key-name "$KEY_NAME" \
--region "$REGION" \
--query 'KeyMaterial' \
--output text > ~/.ssh/${KEY_NAME}.pem
chmod 400 ~/.ssh/${KEY_NAME}.pem
echo -e "${GREEN}β Key created: ~/.ssh/${KEY_NAME}.pem${NC}"
else
echo -e "${GREEN}β Key exists${NC}"
fi
# Create security group if doesn't exist
echo ""
echo "Checking security group..."
if ! aws ec2 describe-security-groups --group-names "$SECURITY_GROUP" --region "$REGION" &> /dev/null; then
echo "Creating security group..."
vpc_id=$(aws ec2 describe-vpcs \
--region "$REGION" \
--filters "Name=isDefault,Values=true" \
--query 'Vpcs[0].VpcId' \
--output text)
sg_id=$(aws ec2 create-security-group \
--group-name "$SECURITY_GROUP" \
--description "Security group for ensemble testing" \
--vpc-id "$vpc_id" \
--region "$REGION" \
--query 'GroupId' \
--output text)
# Allow SSH
aws ec2 authorize-security-group-ingress \
--group-id "$sg_id" \
--protocol tcp \
--port 22 \
--cidr 0.0.0.0/0 \
--region "$REGION"
echo -e "${GREEN}β Security group created${NC}"
else
echo -e "${GREEN}β Security group exists${NC}"
fi
# Create user data script
cat > /tmp/user-data.sh << 'USERDATA'
#!/bin/bash
# Update system
apt-get update
apt-get install -y python3.10 python3-pip git
# Install dependencies
pip3 install --upgrade pip
# Clone repository
cd /home/ubuntu
git clone https://huggingface.co/marcosremar2/ensemble-tts-annotation
cd ensemble-tts-annotation
# Install requirements
pip3 install -r requirements.txt
# Create results directory
mkdir -p /home/ubuntu/test-results
echo "β
Setup complete"
echo "Run: python3 scripts/test/test_quick.py > /home/ubuntu/test-results/test.log 2>&1"
USERDATA
# Request spot instance
echo ""
echo "Requesting spot instance..."
MAX_PRICE=$(echo "$cheapest_price * 1.5" | bc)
spot_request=$(aws ec2 request-spot-instances \
--instance-count 1 \
--type "one-time" \
--launch-specification "{
\"ImageId\": \"$AMI_ID\",
\"InstanceType\": \"$cheapest_type\",
\"KeyName\": \"$KEY_NAME\",
\"SecurityGroups\": [\"$SECURITY_GROUP\"],
\"UserData\": \"$(base64 /tmp/user-data.sh | tr -d '\n')\"
}" \
--spot-price "$MAX_PRICE" \
--region "$REGION" \
--query 'SpotInstanceRequests[0].SpotInstanceRequestId' \
--output text)
echo -e "${GREEN}β Spot request created: $spot_request${NC}"
# Wait for fulfillment
echo ""
echo "Waiting for spot instance to launch..."
while true; do
status=$(aws ec2 describe-spot-instance-requests \
--spot-instance-request-ids "$spot_request" \
--region "$REGION" \
--query 'SpotInstanceRequests[0].Status.Code' \
--output text)
if [ "$status" == "fulfilled" ]; then
echo -e "${GREEN}β Spot instance fulfilled!${NC}"
break
elif [ "$status" == "price-too-low" ] || [ "$status" == "capacity-not-available" ]; then
echo -e "${RED}β Spot request failed: $status${NC}"
exit 1
fi
echo " Status: $status"
sleep 5
done
# Get instance ID
instance_id=$(aws ec2 describe-spot-instance-requests \
--spot-instance-request-ids "$spot_request" \
--region "$REGION" \
--query 'SpotInstanceRequests[0].InstanceId' \
--output text)
echo "Instance ID: $instance_id"
# Wait for instance to be running
echo ""
echo "Waiting for instance to be running..."
aws ec2 wait instance-running --instance-ids "$instance_id" --region "$REGION"
# Get public IP
public_ip=$(aws ec2 describe-instances \
--instance-ids "$instance_id" \
--region "$REGION" \
--query 'Reservations[0].Instances[0].PublicIpAddress' \
--output text)
echo ""
echo "========================================="
echo -e "${GREEN}β Instance launched successfully!${NC}"
echo "========================================="
echo ""
echo "Instance Type: $cheapest_type"
echo "Cost: ~\$$cheapest_price/hr"
echo "Instance ID: $instance_id"
echo "Public IP: $public_ip"
echo ""
echo "SSH Command:"
echo " ssh -i ~/.ssh/${KEY_NAME}.pem ubuntu@$public_ip"
echo ""
echo "Run test:"
echo " ssh -i ~/.ssh/${KEY_NAME}.pem ubuntu@$public_ip 'cd ensemble-tts-annotation && python3 scripts/test/test_quick.py'"
echo ""
echo "Stop instance:"
echo " aws ec2 terminate-instances --instance-ids $instance_id --region $REGION"
echo ""
echo "========================================="
# Save instance info
cat > /tmp/spot-instance-info.txt << EOF
Instance Type: $cheapest_type
Cost: \$$cheapest_price/hr
Instance ID: $instance_id
Public IP: $public_ip
SSH Key: ~/.ssh/${KEY_NAME}.pem
Region: $REGION
SSH: ssh -i ~/.ssh/${KEY_NAME}.pem ubuntu@$public_ip
Terminate: aws ec2 terminate-instances --instance-ids $instance_id --region $REGION
EOF
echo "Instance info saved to: /tmp/spot-instance-info.txt"
echo ""
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