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Custom Applications

CustomApplication

class datarobot.CustomApplication

A DataRobot Custom Application with detailed resource information.

This class provides access to the customApplications/ API endpoint which contains more detailed information than the basic applications/ endpoint, including resource allocation, status, and configuration details.

Variables

Attribute Type Description
id str The ID of the custom application.
name str The name of the custom application.
env_version_id str The environment version ID used by the application.
custom_application_source_id str The ID of the custom application source.
custom_application_source_version_id str The version ID of the custom application source.
lrs_id str The LRS (Lifecycle Resource Service) ID.
status str Current status of the application (e.g., ‘running’, ‘stopped’).
user_id str The ID of the user who created the application.
org_id str The organization ID.
created_by str Email of the user who created the application.
creator_first_name Optional[str] First name of the creator.
creator_last_name Optional[str] Last name of the creator.
creator_userhash str Userhash of the creator.
permissions List[str] List of permissions for the current user.
created_at str Timestamp when the application was created.
updated_at str Timestamp when the application was last updated.
expires_at Optional[str] Expiration timestamp, if any.
application_url str URL to access the application.
external_access_enabled bool Whether external access is enabled.
allow_auto_stopping bool Whether the application can be automatically stopped.
external_access_recipients List[str] List of external access recipients.
resources Optional[Dict[str, Any]] Resource allocation details including CPU, memory, and replicas. May be None if not allocated.
required_key_scope_level Optional[str] Required key scope level, if any.

list()

classmethod list()

Retrieve a list of custom applications.

Parameters

Parameter Type Description
offset Optional[int] Optional. Retrieve applications in a list after this number.
limit Optional[int] Optional. Retrieve only this number of applications.

Returns

Returns Description
applications The requested list of custom applications.

Return type: List[CustomApplication]

get()

classmethod get()

Retrieve a single custom application with full details including resources.

Parameters

Parameter Type Description
application_id str The ID of the custom application to retrieve.

Returns

Returns Description
application The requested custom application with resource details.

Return type: CustomApplication

get_resources()

method get_resources()

Get resource allocation details for this custom application.

Returns

Returns Description
resources Resource allocation including CPU, memory, replicas, and other settings. Returns None if no resources are allocated.

Return type: Optional[Dict[str, Any]]

get_resource_summary()

method get_resource_summary()

Get a human-readable summary of resource allocation.

Returns

Returns Description
summary A summary of resource allocation with readable units. Returns None if no resources are allocated.

Return type: Optional[Dict[str, Any]]

is_running

property is_running

Check if the custom application is currently running.

Returns

Returns Description
True if the application status is ‘running’, False otherwise.

Return type: bool

get_details()

method get_details()

Get comprehensive details about this custom application.

Returns

Returns Description
details Comprehensive application details including metadata and resources.

Return type: Dict[str, Any]

get_by_name()

classmethod get_by_name()

Find a custom application by name.

Parameters

Parameter Type Description
name str The name of the custom application to find.

Returns

Returns Description
application The custom application if found, None otherwise.

Return type: Optional[CustomApplication]

delete()

method delete()

Delete this custom application.

Parameters

Parameter Type Description
hard_delete bool, optional If True, permanently delete the application and all its data. If False (default), soft delete the application (can be recovered).

Return type: None

Examples

from datarobot import CustomApplication

app = CustomApplication.get("app_id")
app.delete()  # Soft delete
app.delete(hard_delete=True)  # Permanent delete

get_logs()

method get_logs()

Retrieve logs and build information for this custom application.

Returns

Returns Description
logs_info Dictionary containing:- logs: List[str] - Application runtime logs (up to 1000 entries) - build_log: str - Build log of the custom application (optional) - build_status: str - Build status of the custom application (optional) - build_error: str - Build error message if build failed (optional)

Return type: Dict[str, Any]

Examples

from datarobot import CustomApplication

app = CustomApplication.get("app_id")
logs_info = app.get_logs()

# Print runtime logs
for log_line in logs_info['logs']:
    print(log_line)

# Check build status
if 'build_status' in logs_info:
    print(f"Build status: {logs_info['build_status']}")

# Check for build errors
if 'build_error' in logs_info:
    print(f"Build error: {logs_info['build_error']}")