Custom Applications¶
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()¶
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()¶
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()¶
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()¶
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¶
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()¶
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()¶
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()¶
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()¶
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']}")