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Version: 1.3.3 (Latest)

App Garden Service

DEPRECATED: The App Garden service (client.apps) is deprecated and will be removed in a future release. The Docker Compose-based App Garden is being replaced by Kubernetes CRD-based extensions. Use the Extensions API (client.extensions) instead.

Migration guide:

Legacy (App Garden)New (Extensions API)
client.apps.list_deployments()client.extensions.list_extensions()
client.apps.deploy(template_id=..., name=...)client.extensions.create_extension(request)
client.apps.get_deployment(deployment_id)client.extensions.get_extension(name)
client.apps.stop_deployment(deployment_id)client.extensions.delete_extension(name)

See the Extensions Service documentation for full details.

The App Garden service allows you to deploy and manage containerized applications within the Kamiwaza platform. It provides a simple interface for deploying web applications, databases, and other services using Docker containers.

Overview​

The App Garden is designed to make it easy to deploy applications alongside your AI workloads. It supports:

  • Docker-based container deployment
  • Pre-built application templates
  • Environment variable configuration
  • Automatic port allocation and routing
  • Instance scaling and management

Authentication​

Note: App Garden endpoints do not require authentication, making them accessible for quick deployments and testing.

Quick Start​

from kamiwaza_sdk import KamiwazaClient as kz

# Initialize client
client = kz("http://localhost:7777/api/")

# List available templates
templates = client.apps.list_templates()
for template in templates:
    print(f"{template.name} - {template.description}")

# Deploy an application from a template
deployment = client.apps.deploy(
    template_id=template.id,
    name="my-postgres-db",
    env_vars={"POSTGRES_PASSWORD": "mysecretpassword"}
)

print(f"Deployed: {deployment.name}")
print(f"Status: {deployment.status}")

Available Methods​

Deployment Management​

deploy(template_id, name, **kwargs)​

Deploy a new application from a template.

Parameters:

  • template_id (UUID): The ID of the template to deploy
  • name (str): Name for your deployment
  • min_copies (int, optional): Minimum instances to maintain (default: 1)
  • starting_copies (int, optional): Initial number of instances (default: 1)
  • max_copies (int, optional): Maximum instances allowed
  • env_vars (dict, optional): Environment variables for the container

Returns: AppDeployment object with deployment details

list_deployments()​

List all active application deployments.

Returns: List of AppDeployment objects

get_deployment(deployment_id)​

Get details of a specific deployment.

Parameters:

  • deployment_id (UUID): The deployment ID

Returns: AppDeployment object

stop_deployment(deployment_id)​

Stop and remove a deployment.

Parameters:

  • deployment_id (UUID): The deployment ID

Returns: Success message

Template Management​

list_templates()​

List all available application templates.

Returns: List of AppTemplate objects

search_templates(query)​

Search for templates by name or description.

Parameters:

  • query (str): Search term

Returns: List of matching AppTemplate objects

Instance Management​

list_instances(deployment_id)​

List all running instances of a deployment.

Parameters:

  • deployment_id (UUID): The deployment ID

Returns: List of AppInstance objects with host and port information

Image Management​

pull_images(deployment_id)​

Pull Docker images for a deployment (useful for pre-loading).

Parameters:

  • deployment_id (UUID): The deployment ID

Returns: ImagePullResult with status information

Common Use Cases​

Deploy a PostgreSQL Database​

# Find PostgreSQL template
templates = client.apps.search_templates("postgres")
postgres_template = templates[0]

# Deploy with custom settings
deployment = client.apps.deploy(
    template_id=postgres_template.id,
    name="my-database",
    env_vars={
        "POSTGRES_PASSWORD": "secure_password",
        "POSTGRES_DB": "myapp"
    }
)

# Get connection details
instances = client.apps.list_instances(deployment.id)
for instance in instances:
    print(f"Connect to: {instance.host_name}:{instance.listen_port}")

Deploy a Web Application​

# Deploy a web app with scaling
deployment = client.apps.deploy(
    template_id=web_template.id,
    name="my-web-app",
    min_copies=2,
    max_copies=5,
    env_vars={
        "API_KEY": "your_api_key",
        "DEBUG": "false"
    }
)

Monitor Deployments​

# List all deployments
deployments = client.apps.list_deployments()

for deployment in deployments:
    print(f"\n{deployment.name}:")
    print(f"  Status: {deployment.status}")
    print(f"  Created: {deployment.created_at}")
    
    # Check instances
    instances = client.apps.list_instances(deployment.id)
    print(f"  Running instances: {len(instances)}")

Templates​

Templates define the container configuration and requirements for applications. Each template includes:

  • Docker image reference
  • Default environment variables
  • Port configurations
  • Resource requirements
  • Risk tier classification

Templates are verified by the Kamiwaza team and categorized by risk level for security.

Error Handling​

try:
    deployment = client.apps.deploy(
        template_id=template_id,
        name="my-app"
    )
except Exception as e:
    print(f"Deployment failed: {e}")

Best Practices​

  1. Use Templates: Prefer templates over custom images for better security and reliability
  2. Environment Variables: Store sensitive data like passwords in environment variables
  3. Scaling: Set appropriate min/max copies based on your load requirements
  4. Monitoring: Regularly check deployment status and instance health
  5. Cleanup: Stop unused deployments to free resources

See Also​