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# AWS Load Balancer Setup Guide
## DFS Portfolio Manager - Production Deployment
### Overview
This guide documents the complete process of migrating from a single EC2 instance to a load-balanced architecture with 3 instances for improved performance, reliability, and cost efficiency.
---
## π Architecture Comparison
### Before (Single Instance)
- **Instance**: 1x m5.xlarge (4 vCPUs, 16GB RAM)
- **Cost**: ~$280/month
- **Issues**: Memory crashes, single point of failure
- **SSL**: Certbot/Let's Encrypt on instance
### After (Load Balanced)
- **Instances**: 3x m5.large (2 vCPUs, 8GB RAM each)
- **Load Balancer**: Application Load Balancer (ALB)
- **Cost**: ~$220/month (20% savings)
- **Benefits**: Better performance, auto-scaling, high availability
- **SSL**: AWS Certificate Manager (free, auto-renewing)
---
## π Complete Setup Process
### Prerequisites
- AWS CLI configured with appropriate permissions
- Existing EC2 instance with working Streamlit application
- Domain managed by Cloudflare
- PowerShell (Windows) or Bash (Linux/Mac)
---
### Step 1: Gather Current Instance Information
```powershell
# Get current instance ID
$INSTANCE_ID = aws ec2 describe-instances --filters "Name=instance-state-name,Values=running" --query 'Reservations[0].Instances[0].InstanceId' --output text
Write-Host "Current Instance ID: $INSTANCE_ID"
# List all running instances if needed
aws ec2 describe-instances --filters "Name=instance-state-name,Values=running" --query 'Reservations[*].Instances[*].[InstanceId,InstanceType,Tags[?Key==`Name`].Value|[0],PublicIpAddress]' --output table
```
---
### Step 2: Create AMI from Current Instance
```powershell
# Create AMI snapshot of optimized setup
$AMI_ID = aws ec2 create-image --instance-id $INSTANCE_ID --name "DFS-Portfolio-Manager-$(Get-Date -Format 'yyyyMMdd-HHmm')" --description "DFS Portfolio Manager with memory optimizations and supervisord" --no-reboot --query 'ImageId' --output text
Write-Host "Creating AMI: $AMI_ID"
Write-Host "This will take 5-10 minutes..."
# Wait for AMI to be ready
aws ec2 wait image-available --image-ids $AMI_ID
Write-Host "AMI is ready!"
```
---
### Step 3: Extract Network Configuration
```powershell
# Get VPC, subnet, and security group info
$VPC_ID = aws ec2 describe-instances --instance-ids $INSTANCE_ID --query 'Reservations[0].Instances[0].VpcId' --output text
$SUBNET_IDS = aws ec2 describe-subnets --filters "Name=vpc-id,Values=$VPC_ID" --query 'Subnets[*].SubnetId' --output text
$SECURITY_GROUP_ID = aws ec2 describe-instances --instance-ids $INSTANCE_ID --query 'Reservations[0].Instances[0].SecurityGroups[0].GroupId' --output text
Write-Host "VPC ID: $VPC_ID"
Write-Host "Subnet IDs: $SUBNET_IDS"
Write-Host "Security Group: $SECURITY_GROUP_ID"
```
---
### Step 4: Create Target Group
```powershell
# Create target group for health checks
$TARGET_GROUP_ARN = aws elbv2 create-target-group --name "portfolio-manager-targets" --protocol HTTP --port 5000 --vpc-id $VPC_ID --health-check-path "/" --health-check-interval-seconds 30 --health-check-timeout-seconds 10 --healthy-threshold-count 2 --unhealthy-threshold-count 3 --query 'TargetGroups[0].TargetGroupArn' --output text
Write-Host "Target Group ARN: $TARGET_GROUP_ARN"
```
**Target Group Configuration:**
- **Port**: 5000 (Streamlit application port)
- **Health Check**: Every 30 seconds at root path "/"
- **Healthy Threshold**: 2 consecutive successful checks
- **Unhealthy Threshold**: 3 consecutive failed checks
---
### Step 5: Create Application Load Balancer
```powershell
# Create ALB
$ALB_ARN = aws elbv2 create-load-balancer --name "portfolio-manager-alb" --subnets $SUBNET_IDS.Split() --security-groups $SECURITY_GROUP_ID --scheme internet-facing --type application --ip-address-type ipv4 --query 'LoadBalancers[0].LoadBalancerArn' --output text
# Get ALB DNS name
$ALB_DNS = aws elbv2 describe-load-balancers --load-balancer-arns $ALB_ARN --query 'LoadBalancers[0].DNSName' --output text
Write-Host "ALB ARN: $ALB_ARN"
Write-Host "ALB DNS: $ALB_DNS"
```
---
### Step 6: Create HTTP Listener
```powershell
# Create HTTP listener
aws elbv2 create-listener --load-balancer-arn $ALB_ARN --protocol HTTP --port 80 --default-actions Type=forward,TargetGroupArn=$TARGET_GROUP_ARN
Write-Host "HTTP Listener created successfully"
```
---
### Step 7: Create Launch Template
```powershell
# Create JSON content for launch template
$JsonContent = @"
{
"ImageId": "$AMI_ID",
"InstanceType": "m5.large",
"SecurityGroupIds": ["$SECURITY_GROUP_ID"],
"UserData": "$USER_DATA",
"TagSpecifications": [
{
"ResourceType": "instance",
"Tags": [
{
"Key": "Name",
"Value": "Portfolio-Manager-Instance"
}
]
}
]
}
"@
# Save launch template data
[System.IO.File]::WriteAllText("launch-template.json", $JsonContent)
# Create launch template
$LAUNCH_TEMPLATE_ID = aws ec2 create-launch-template --launch-template-name "portfolio-manager-template" --launch-template-data file://launch-template.json --query 'LaunchTemplate.LaunchTemplateId' --output text
Write-Host "Launch Template ID: $LAUNCH_TEMPLATE_ID"
```
**Launch Template Configuration:**
- **Instance Type**: m5.large (2 vCPUs, 8GB RAM)
- **User Data**: Automatically restarts Streamlit service on boot
- **Application Path**: `/home/ec2-user/AWS_Portfolio_Manager`
---
### Step 8: Create Auto Scaling Group
```powershell
# Convert subnet IDs to comma-separated format
$SUBNET_LIST = $SUBNET_IDS -replace '\s+', ','
# Create Auto Scaling Group
aws autoscaling create-auto-scaling-group --auto-scaling-group-name "portfolio-manager-asg" --launch-template LaunchTemplateId=$LAUNCH_TEMPLATE_ID,Version='$Latest' --min-size 3 --max-size 5 --desired-capacity 3 --target-group-arns $TARGET_GROUP_ARN --health-check-type ELB --health-check-grace-period 300 --vpc-zone-identifier $SUBNET_LIST
# Add tags to ASG
aws autoscaling create-or-update-tags --tags ResourceId=portfolio-manager-asg,ResourceType=auto-scaling-group,Key=Name,Value=Portfolio-Manager-ASG,PropagateAtLaunch=true
Write-Host "Auto Scaling Group created with 3 instances"
```
**Auto Scaling Group Configuration:**
- **Desired Capacity**: 3 instances
- **Minimum**: 3 instances
- **Maximum**: 5 instances
- **Health Check**: ELB-based (more reliable)
- **Grace Period**: 5 minutes for instances to be ready
---
### Step 9: Enable Sticky Sessions
```powershell
# Enable sticky sessions for session state management
aws elbv2 modify-target-group-attributes --target-group-arn $TARGET_GROUP_ARN --attributes Key=stickiness.enabled,Value=true Key=stickiness.lb_cookie.duration_seconds,Value=86400
Write-Host "Sticky sessions enabled - users stay on same instance for 24 hours"
```
**Why Sticky Sessions are Critical:**
- Streamlit stores user session state locally on each instance
- File uploads and user data must stay on the same instance
- Without sticky sessions: 400 errors on file uploads
- Duration: 24 hours (86400 seconds)
---
### Step 10: Set Up SSL Certificate
```powershell
# Request SSL certificate from AWS Certificate Manager
$CERT_ARN = aws acm request-certificate --domain-name "portfolio-manager.paydirtapps.com" --validation-method DNS --query 'CertificateArn' --output text
Write-Host "Certificate ARN: $CERT_ARN"
# Get DNS validation records
aws acm describe-certificate --certificate-arn $CERT_ARN --query 'Certificate.DomainValidationOptions[0].ResourceRecord.[Name,Value,Type]' --output table
```
**DNS Validation Process:**
1. Add the CNAME record shown in the output to Cloudflare
2. **Name**: `_[hash].portfolio-manager` (without the domain suffix)
3. **Value**: `_[hash].xlfgrmvvlj.acm-validations.aws.`
4. **Proxy Status**: DNS only (gray cloud, not orange)
5. Wait 5-15 minutes for validation
```powershell
# Check certificate status
aws acm describe-certificate --certificate-arn $CERT_ARN --query 'Certificate.Status' --output text
# Should show "ISSUED" when ready
```
---
### Step 11: Add HTTPS Listener
```powershell
# Add HTTPS listener once certificate is issued
aws elbv2 create-listener --load-balancer-arn $ALB_ARN --protocol HTTPS --port 443 --certificates CertificateArn=$CERT_ARN --default-actions Type=forward,TargetGroupArn=$TARGET_GROUP_ARN
Write-Host "HTTPS listener added successfully!"
# Optional: Redirect HTTP to HTTPS
$HTTP_LISTENER_ARN = aws elbv2 describe-listeners --load-balancer-arn $ALB_ARN --query 'Listeners[?Port==`80`].ListenerArn' --output text
aws elbv2 modify-listener --listener-arn $HTTP_LISTENER_ARN --default-actions Type=redirect,RedirectConfig='{Protocol=HTTPS,Port=443,StatusCode=HTTP_301}'
Write-Host "HTTP to HTTPS redirect enabled!"
```
---
### Step 12: Update Cloudflare DNS
**Final DNS Configuration:**
1. Go to Cloudflare Dashboard β Your domain β DNS
2. Update the main record for `portfolio-manager.paydirtapps.com`:
- **Type**: CNAME
- **Name**: `portfolio-manager`
- **Target**: `[your-alb-dns-name].us-east-2.elb.amazonaws.com`
- **Proxy Status**: DNS only (gray cloud)
- **TTL**: Auto
---
## π§ Verification Commands
### Check Instance Health
```powershell
# Check Auto Scaling Group status
aws autoscaling describe-auto-scaling-groups --auto-scaling-group-names "portfolio-manager-asg" --query 'AutoScalingGroups[0].Instances[*].[InstanceId,LifecycleState,HealthStatus]' --output table
# Check target health
aws elbv2 describe-target-health --target-group-arn $TARGET_GROUP_ARN --query 'TargetHealthDescriptions[*].[Target.Id,TargetHealth.State,TargetHealth.Description]' --output table
```
### Check Load Balancer Configuration
```powershell
# Verify listeners
aws elbv2 describe-listeners --load-balancer-arn $ALB_ARN --query 'Listeners[*].[Port,Protocol]' --output table
# Check load balancer attributes
aws elbv2 describe-load-balancer-attributes --load-balancer-arn $ALB_ARN --output table
```
---
## π Scaling Options
### Manual Scaling
```powershell
# Scale up to 5 instances during peak hours
aws autoscaling set-desired-capacity --auto-scaling-group-name "portfolio-manager-asg" --desired-capacity 5
# Scale down to 2 instances during off-hours
aws autoscaling set-desired-capacity --auto-scaling-group-name "portfolio-manager-asg" --desired-capacity 2
```
### Automatic CPU-Based Scaling
```powershell
# Set up auto-scaling based on CPU usage
aws autoscaling put-scaling-policy --auto-scaling-group-name "portfolio-manager-asg" --policy-name "scale-up" --policy-type "TargetTrackingScaling" --target-tracking-configuration '{
"TargetValue": 70.0,
"PredefinedMetricSpecification": {
"PredefinedMetricType": "ASGAverageCPUUtilization"
}
}'
```
### Scheduled Scaling
```powershell
# Scale up during peak hours (6 PM EST)
aws autoscaling put-scheduled-update-group-action --auto-scaling-group-name "portfolio-manager-asg" --scheduled-action-name "evening-scale-up" --recurrence "0 22 * * *" --desired-capacity 5
# Scale down during off hours (2 AM EST)
aws autoscaling put-scheduled-update-group-action --auto-scaling-group-name "portfolio-manager-asg" --scheduled-action-name "morning-scale-down" --recurrence "0 6 * * *" --desired-capacity 2
```
---
## π Instance Type Changes
### Upgrade to Larger Instances
```powershell
# Create new launch template version with m5.xlarge
aws ec2 create-launch-template-version --launch-template-id $LAUNCH_TEMPLATE_ID --launch-template-data '{
"ImageId": "'$AMI_ID'",
"InstanceType": "m5.xlarge",
"SecurityGroupIds": ["'$SECURITY_GROUP_ID'"],
"UserData": "'$USER_DATA'"
}'
# Update ASG to use new version
aws autoscaling update-auto-scaling-group --auto-scaling-group-name "portfolio-manager-asg" --launch-template LaunchTemplateId=$LAUNCH_TEMPLATE_ID,Version='$Latest'
# Force refresh to replace all instances
aws autoscaling start-instance-refresh --auto-scaling-group-name "portfolio-manager-asg"
```
---
## π° Cost Analysis
### Monthly Costs (US East 2)
| Component | Before | After | Savings |
|-----------|--------|-------|---------|
| **Compute** | 1x m5.xlarge: $280 | 3x m5.large: $207 | $73 |
| **Load Balancer** | None: $0 | ALB: $16 | -$16 |
| **SSL Certificate** | Let's Encrypt: $0 | ACM: $0 | $0 |
| **Total** | **$280/month** | **$223/month** | **$57/month (20% savings)** |
### Additional Benefits
- **Performance**: 6 total vCPUs vs 4 vCPUs (50% more processing power)
- **Reliability**: 3 instances vs 1 instance (high availability)
- **Memory**: 24GB total vs 16GB total (50% more memory)
- **Auto-scaling**: Can scale up to 5 instances during peak times
---
## π¨ Troubleshooting
### Common Issues
#### 1. File Upload 400 Errors
**Symptom**: First upload fails, retry succeeds
**Cause**: User routed to different instance without session state
**Solution**: Enable sticky sessions
```powershell
aws elbv2 modify-target-group-attributes --target-group-arn $TARGET_GROUP_ARN --attributes Key=stickiness.enabled,Value=true Key=stickiness.lb_cookie.duration_seconds,Value=86400
```
#### 2. Certificate "Not Secure" Warning
**Symptom**: Browser shows "Not Secure" despite valid certificate
**Cause**: Accessing load balancer DNS instead of domain name
**Solution**: Update Cloudflare DNS to point domain to load balancer
#### 3. Health Check Failures
**Symptom**: Instances show "unhealthy" in target group
**Cause**: Streamlit not responding on port 5000
**Solution**: Check supervisord status on instances
```bash
# SSH into instance
sudo supervisorctl status streamlit
sudo supervisorctl restart streamlit
```
#### 4. SSL Certificate Validation Stuck
**Symptom**: Certificate stays "PENDING_VALIDATION" for hours
**Cause**: DNS validation record not added correctly
**Solution**: Verify CNAME record in Cloudflare, ensure "DNS only" (gray cloud)
---
## π§ Maintenance Commands
### Update Application Code
```powershell
# Create new AMI with updated code
$NEW_AMI_ID = aws ec2 create-image --instance-id $UPDATED_INSTANCE_ID --name "DFS-Portfolio-Manager-$(Get-Date -Format 'yyyyMMdd-HHmm')" --description "Updated application code" --no-reboot --query 'ImageId' --output text
# Update launch template
aws ec2 create-launch-template-version --launch-template-id $LAUNCH_TEMPLATE_ID --launch-template-data '{"ImageId": "'$NEW_AMI_ID'"}'
# Refresh instances with new code
aws autoscaling start-instance-refresh --auto-scaling-group-name "portfolio-manager-asg"
```
### Monitor Performance
```powershell
# Check CPU utilization
aws cloudwatch get-metric-statistics --namespace AWS/EC2 --metric-name CPUUtilization --dimensions Name=AutoScalingGroupName,Value=portfolio-manager-asg --statistics Average --start-time $(Get-Date).AddHours(-1) --end-time $(Get-Date) --period 300
# Check load balancer metrics
aws cloudwatch get-metric-statistics --namespace AWS/ApplicationELB --metric-name RequestCount --dimensions Name=LoadBalancer,Value=app/portfolio-manager-alb/[load-balancer-id] --statistics Sum --start-time $(Get-Date).AddHours(-1) --end-time $(Get-Date) --period 300
```
### Cleanup Old Resources
```powershell
# Stop original single instance (once everything is working)
aws ec2 stop-instances --instance-ids $ORIGINAL_INSTANCE_ID
# Delete old AMIs (keep recent ones)
aws ec2 describe-images --owners self --query 'Images[?Name==`DFS-Portfolio-Manager*`].[ImageId,Name,CreationDate]' --output table
```
---
## π Key Variables Reference
Save these variables for future maintenance:
```powershell
# Core Infrastructure
$INSTANCE_ID = "i-xxxxxxxxx" # Original instance
$AMI_ID = "ami-xxxxxxxxx" # Application AMI
$VPC_ID = "vpc-xxxxxxxxx" # Virtual Private Cloud
$SECURITY_GROUP_ID = "sg-xxxxxxxxx" # Security Group
$SUBNET_IDS = "subnet-xxx subnet-yyy subnet-zzz" # Subnets
# Load Balancer
$ALB_ARN = "arn:aws:elasticloadbalancing:us-east-2:xxxx:loadbalancer/app/portfolio-manager-alb/xxxxxxxxxx"
$ALB_DNS = "portfolio-manager-alb-xxxxxxxxxx.us-east-2.elb.amazonaws.com"
$TARGET_GROUP_ARN = "arn:aws:elasticloadbalancing:us-east-2:xxxx:targetgroup/portfolio-manager-targets/xxxxxxxxxx"
# Auto Scaling
$LAUNCH_TEMPLATE_ID = "lt-xxxxxxxxx" # Launch Template
$ASG_NAME = "portfolio-manager-asg" # Auto Scaling Group
# SSL
$CERT_ARN = "arn:aws:acm:us-east-2:xxxx:certificate/xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx"
```
---
## π― Success Metrics
After completing this setup, you should have:
- β
**3 healthy instances** running your application
- β
**Load balancer** distributing traffic evenly
- β
**HTTPS/SSL** working with valid certificate
- β
**Sticky sessions** preventing upload errors
- β
**Auto-scaling** capability (3-5 instances)
- β
**High availability** across multiple availability zones
- β
**Cost savings** of ~20% compared to single large instance
- β
**Better performance** with 50% more total CPU and memory
---
## π Support
For issues or questions:
1. Check the troubleshooting section above
2. Verify all health checks are passing
3. Review AWS CloudWatch logs for detailed error information
4. Ensure Cloudflare DNS settings are correct
---
*Document created: $(Get-Date -Format 'yyyy-MM-dd HH:mm:ss')*
*Architecture: AWS Application Load Balancer + Auto Scaling Group*
*Application: DFS Portfolio Manager (Streamlit)*
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