ModelDeployment

ModelDeployment

Model deployment management for serving infrastructure.

This class manages containerized model deployments including resource allocation, scaling, and activation status.

Parameters

model_id (UUID | str)

Examples

Get and update deployment:

``

`

``
```python
python
# Get deployment
deployment = ModelDeployment.of(model_id=model.id)

# Update resources
deployment.replicas = 3
deployment.cpu = 1000
deployment.memory = 2048
job = deployment.update()
job.wait()

`

Initialize ModelDeployment instance.

#### Parameters

| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| `model_id` | `UUID \| str` | ✗ | `None` | Model identifier |

#### update()

Update an existing model deployment.

**Return type:** *Job*

#### *classmethod* of(model_id)

Get model deployment instance of the given model

#### Parameters

| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| `model_id` | `UUID \| str` | ✗ | `None` | Model identifier |

#### Returns

ModelDeployment instance

**Return type:** [*ModelDeployment*](#fiddler.entities.model_deployment.ModelDeployment)