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product.yaml
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Resources:
MyVPC:
Type: AWS::EC2::VPC
Properties:
CidrBlock: "10.0.0.0/16"
Tags:
- Key: Name
Value: "My VPC"
MyInternetGateway:
Type: AWS::EC2::InternetGateway
Properties:
Tags:
- Key: Name
Value: "My IGW"
MyVPCGatewayAttachment:
Type: AWS::EC2::VPCGatewayAttachment
Properties:
VpcId: !Ref MyVPC
InternetGatewayId: !Ref MyInternetGateway
MyPublicSubnet1:
Type: AWS::EC2::Subnet
Properties:
CidrBlock: "10.0.1.0/24"
VpcId: !Ref MyVPC
AvailabilityZone: !Select [0, !GetAZs ""]
Tags:
- Key: Name
Value: "My Public Subnet 1"
MyPublicSubnet2:
Type: AWS::EC2::Subnet
Properties:
CidrBlock: "10.0.2.0/24"
VpcId: !Ref MyVPC
AvailabilityZone: !Select [1, !GetAZs ""]
Tags:
- Key: Name
Value: "My Public Subnet 2"
MyRouteTable:
Type: AWS::EC2::RouteTable
Properties:
VpcId: !Ref MyVPC
Tags:
- Key: Name
Value: "My Route Table"
MyDefaultRoute:
Type: AWS::EC2::Route
DependsOn: MyVPCGatewayAttachment
Properties:
RouteTableId: !Ref MyRouteTable
DestinationCidrBlock: "0.0.0.0/0"
GatewayId: !Ref MyInternetGateway
MySubnetRouteTableAssociation1:
Type: AWS::EC2::SubnetRouteTableAssociation
Properties:
SubnetId: !Ref MyPublicSubnet1
RouteTableId: !Ref MyRouteTable
MySubnetRouteTableAssociation2:
Type: AWS::EC2::SubnetRouteTableAssociation
Properties:
SubnetId: !Ref MyPublicSubnet2
RouteTableId: !Ref MyRouteTable
MyALBSecurityGroup:
Type: AWS::EC2::SecurityGroup
Properties:
GroupName: "My ALB Security Group"
GroupDescription: "Security group for the Application Load Balancer"
VpcId: !Ref MyVPC
SecurityGroupIngress:
- IpProtocol: tcp
FromPort: 80
ToPort: 80
CidrIp: 0.0.0.0/0
MySecurityGroup:
Type: AWS::EC2::SecurityGroup
Properties:
GroupName: "My Security Group"
GroupDescription: "My security group"
VpcId: !Ref MyVPC
SecurityGroupIngress:
- IpProtocol: tcp
FromPort: 22
ToPort: 22
CidrIp: 0.0.0.0/0
- IpProtocol: tcp
FromPort: 5000
ToPort: 5000
SourceSecurityGroupId: !GetAtt MyALBSecurityGroup.GroupId
# MyLaunchConfiguration:
# Type: AWS::AutoScaling::LaunchConfiguration
# Properties:
# InstanceType: !Ref InstanceType
# ImageId: !Ref InstanceAMI
# SecurityGroups:
# - !Ref MySecurityGroup
# KeyName: !Ref KeyPairName
# AssociatePublicIpAddress: true
# BlockDeviceMappings:
# - DeviceName: /dev/sda1
# Ebs:
# VolumeSize: 100
# VolumeType: gp3
# UserData:
# 'Fn::Base64': |
# #!/bin/bash
# sudo apt update -y
# sudo apt upgrade -y
# sudo apt install nvidia-driver-525 -y
# sudo apt install python3-pip -y
# pip install --upgrade git+https://github.com/huggingface/diffusers.git transformers accelerate scipy safetensors xformers
# pip install flask-cors
# cd /home/ubuntu/
# git clone https://github.com/superyhee/Stable-Diffusion-OneClick-AWS.git
# wget https://civitai.com/api/download/models/14856 -O ./Stable-Diffusion-OneClick-AWS/moxin.safetensors
# sudo chown ubuntu Stable-Diffusion-OneClick-AWS
# chmod u+w Stable-Diffusion-OneClick-AWS
# sudo chown -R ubuntu Stable-Diffusion-OneClick-AWS/*
# chmod u+w Stable-Diffusion-OneClick-AWS/*
# echo "------Stable Diffusion Install Finished ------"
# sudo reboot
MyLoadBalancer:
Type: AWS::ElasticLoadBalancingV2::LoadBalancer
Properties:
Name: MyALB
SecurityGroups:
- !Ref MyALBSecurityGroup
Type: application
Subnets:
- !Ref MyPublicSubnet1
- !Ref MyPublicSubnet2
MyTargetGroup:
Type: AWS::ElasticLoadBalancingV2::TargetGroup
Properties:
Name: MyTargetGroup
Port: 5000
Protocol: HTTP
VpcId: !Ref MyVPC
HealthCheckEnabled: true
HealthCheckPath: /health
HealthCheckProtocol: HTTP
Matcher:
HttpCode: '200'
MyListener:
Type: AWS::ElasticLoadBalancingV2::Listener
Properties:
LoadBalancerArn: !Ref MyLoadBalancer
Port: 80
Protocol: HTTP
DefaultActions:
- Type: forward
TargetGroupArn: !Ref MyTargetGroup
MyLaunchTemplate:
Type: AWS::EC2::LaunchTemplate
Properties:
LaunchTemplateName: MyLaunchTemplate
LaunchTemplateData:
InstanceType: !Ref InstanceType
ImageId: !Ref InstanceAMI
KeyName: !Ref KeyPairName
NetworkInterfaces:
- DeviceIndex: 0
AssociatePublicIpAddress: true
Groups:
- !Ref MySecurityGroup
BlockDeviceMappings:
- DeviceName: /dev/sda1
Ebs:
VolumeSize: 100
VolumeType: gp3
UserData:
'Fn::Base64': |
#!/bin/bash
sudo apt update -y
sudo apt upgrade -y
apt install python3-pip -y
pip install --ignore-installed blinker
pip install --upgrade git+https://github.com/huggingface/diffusers.git transformers accelerate scipy safetensors xformers
pip install flask-cors
cd /home/ubuntu/
git clone https://github.com/superyhee/Stable-Diffusion-OneClick-AWS.git
# wget https://civitai.com/api/download/models/14856 -O ./Stable-Diffusion-OneClick-AWS/moxin.safetensors
sudo chown ubuntu Stable-Diffusion-OneClick-AWS
chmod u+w Stable-Diffusion-OneClick-AWS
sudo chown -R ubuntu Stable-Diffusion-OneClick-AWS/*
chmod u+w Stable-Diffusion-OneClick-AWS/*
echo "------Stable Diffusion Install Finished ------"
# Create systemd service
sudo tee /etc/systemd/system/myapp.service > /dev/null <<EOF
[Unit]
Description=Diffusion Service
After=network.target
[Service]
User=ubuntu
ExecStart=/usr/bin/python3 /home/ubuntu/Stable-Diffusion-OneClick-AWS/app.py
WorkingDirectory=/home/ubuntu/Stable-Diffusion-OneClick-AWS
Restart=always
[Install]
WantedBy=multi-user.target
EOF
# Reload systemd and enable service
sudo systemctl daemon-reload
sudo systemctl enable myapp.service
# Start the service
sudo systemctl start myapp.service
# sudo reboot
MyAutoScalingGroup:
Type: AWS::AutoScaling::AutoScalingGroup
Properties:
MinSize: 0
MaxSize: 1
DesiredCapacity: 1
VPCZoneIdentifier:
- !Ref MyPublicSubnet1
- !Ref MyPublicSubnet2
TargetGroupARNs:
- !Ref MyTargetGroup
MixedInstancesPolicy:
InstancesDistribution:
OnDemandBaseCapacity: 1
OnDemandPercentageAboveBaseCapacity: 0
SpotAllocationStrategy: capacity-optimized
LaunchTemplate:
LaunchTemplateSpecification:
LaunchTemplateId: !Ref MyLaunchTemplate
Version: !GetAtt MyLaunchTemplate.LatestVersionNumber
Overrides:
- InstanceType: g5.xlarge
- InstanceType: g5.2xlarge
Parameters:
InstanceAMI:
Type: AWS::EC2::Image::Id
Description: ID of the AMI to use for the EC2 instance
KeyPairName:
Type: AWS::EC2::KeyPair::KeyName
Description: Name of the SSH key pair to use for the EC2 instance
InstanceType:
Type: String
Description: EC2 instance type
Default: g5.2xlarge
AllowedValues:
- g4dn.xlarge
- g4dn.2xlarge
- g4dn.4xlarge
- g4dn.8xlarge
- g4dn.12xlarge
- g4dn.16xlarge
- g5.xlarge
- g5.2xlarge
- g5.4xlarge
- g5.8xlarge
Outputs:
ALBDNSName:
Description: The DNS name of the Application Load Balancer
Value: !GetAtt MyLoadBalancer.DNSName
Export:
Name: ALBDNSName