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DELETE
/
v1
/
services
/
mlmodelServices
/
{id}
DELETE /v1/services/mlmodelServices/{id}
from metadata.sdk import configure
from metadata.sdk.entities import MlModelServices

configure(
    host="https://your-company.getcollate.io/api",
    jwt_token="your-jwt-token"
)

# Soft delete by ID
MlModelServices.delete("ca22d46e-81b9-4e48-85b5-0adc44980da9")

# Hard delete
MlModelServices.delete(
    "ca22d46e-81b9-4e48-85b5-0adc44980da9",
    hard_delete=True
)

# Delete by name
MlModelServices.delete_by_name("mlflow_svc")

# Delete by name with options
MlModelServices.delete_by_name(
    "mlflow_svc",
    hard_delete=True,
    recursive=True
)

# Restore a soft-deleted ML model service
MlModelServices.restore("ca22d46e-81b9-4e48-85b5-0adc44980da9")

{
  "id": "ca22d46e-81b9-4e48-85b5-0adc44980da9",
  "name": "mlflow_svc",
  "fullyQualifiedName": "mlflow_svc",
  "serviceType": "Mlflow",
  "version": 0.2,
  "updatedAt": 1769982621618,
  "updatedBy": "admin",
  "connection": {
    "config": {
      "type": "Mlflow",
      "trackingUri": "http://localhost:8088",
      "registryUri": "http://localhost:8088",
      "supportsMetadataExtraction": true
    }
  },
  "owners": [],
  "tags": [],
  "deleted": true,
  "domains": []
}

​
Delete an ML Model Service

Delete an ML model service by ID or fully qualified name. Supports soft delete (default), hard delete, and restore operations.

​
Delete by ID

​
id
string
required
UUID of the ML model service to delete.
​
recursive
boolean
default:"false"
Recursively delete child entities (ML models).
​
hardDelete
boolean
default:"false"
Permanently delete the ML model service. If false, the service is soft-deleted and can be restored.

​
Delete by Name

Use DELETE /v1/services/mlmodelServices/name/{fqn} to delete by fully qualified name.
​
fqn
string
required
Fully qualified name of the ML model service (e.g., mlflow_svc).
​
recursive
boolean
default:"false"
Recursively delete child entities.
​
hardDelete
boolean
default:"false"
Permanently delete the ML model service.

​
Restore a Soft-Deleted ML Model Service

Use PUT /v1/services/mlmodelServices/restore to restore a soft-deleted ML model service.
​
id
string
required
UUID of the soft-deleted ML model service to restore.
DELETE /v1/services/mlmodelServices/{id}
from metadata.sdk import configure
from metadata.sdk.entities import MlModelServices

configure(
    host="https://your-company.getcollate.io/api",
    jwt_token="your-jwt-token"
)

# Soft delete by ID
MlModelServices.delete("ca22d46e-81b9-4e48-85b5-0adc44980da9")

# Hard delete
MlModelServices.delete(
    "ca22d46e-81b9-4e48-85b5-0adc44980da9",
    hard_delete=True
)

# Delete by name
MlModelServices.delete_by_name("mlflow_svc")

# Delete by name with options
MlModelServices.delete_by_name(
    "mlflow_svc",
    hard_delete=True,
    recursive=True
)

# Restore a soft-deleted ML model service
MlModelServices.restore("ca22d46e-81b9-4e48-85b5-0adc44980da9")

{
  "id": "ca22d46e-81b9-4e48-85b5-0adc44980da9",
  "name": "mlflow_svc",
  "fullyQualifiedName": "mlflow_svc",
  "serviceType": "Mlflow",
  "version": 0.2,
  "updatedAt": 1769982621618,
  "updatedBy": "admin",
  "connection": {
    "config": {
      "type": "Mlflow",
      "trackingUri": "http://localhost:8088",
      "registryUri": "http://localhost:8088",
      "supportsMetadataExtraction": true
    }
  },
  "owners": [],
  "tags": [],
  "deleted": true,
  "domains": []
}

​
Returns

Soft delete returns the ML model service object with deleted: true. Hard delete returns no content (204). Restore returns the restored ML model service object.

​
Error Handling

CodeError TypeDescription
401UNAUTHORIZEDInvalid or missing authentication token
403FORBIDDENUser lacks permission to delete this ML model service
404NOT_FOUNDML model service with given ID or FQN does not exist