groundlight · brandon-wada · Mar 27, 2026 · Mar 27, 2026 · Mar 27, 2026 · Apr 1, 2026
diff --git a/Makefile b/Makefile
@@ -38,8 +38,8 @@ PYTEST=poetry run pytest -v
 # 	`make test TEST_ARGS="-k some_filter"`
 TEST_ARGS=
 
-CLOUD_FILTERS = -m "not run_only_for_edge_endpoint"
-EDGE_FILTERS = -m "not skip_for_edge_endpoint"
+CLOUD_FILTERS = -m "not run_only_for_edge_endpoint and not expensive"
+EDGE_FILTERS = -m "not skip_for_edge_endpoint and not expensive"
 
 # Record information about the slowest 25 tests (but don't show anything slower than 0.1 seconds)
 PROFILING_ARGS = \

diff --git a/generated/.openapi-generator/FILES b/generated/.openapi-generator/FILES
@@ -42,6 +42,7 @@ docs/Label.md
 docs/LabelValue.md
 docs/LabelValueRequest.md
 docs/LabelsApi.md
+docs/MLPipeline.md
 docs/ModeEnum.md
 docs/MonthToDateAccountInfoApi.md
 docs/MultiClassModeConfiguration.md
@@ -51,10 +52,15 @@ docs/NoteRequest.md
 docs/NotesApi.md
 docs/PaginatedDetectorList.md
 docs/PaginatedImageQueryList.md
+docs/PaginatedMLPipelineList.md
+docs/PaginatedPrimingGroupList.md
 docs/PaginatedRuleList.md
 docs/PatchedDetectorRequest.md
 docs/PayloadTemplate.md
 docs/PayloadTemplateRequest.md
+docs/PrimingGroup.md
+docs/PrimingGroupCreationInputRequest.md
+docs/PrimingGroupsApi.md
 docs/ROI.md
 docs/ROIRequest.md
 docs/ResultTypeEnum.md
@@ -82,6 +88,7 @@ groundlight_openapi_client/api/image_queries_api.py
 groundlight_openapi_client/api/labels_api.py
 groundlight_openapi_client/api/month_to_date_account_info_api.py
 groundlight_openapi_client/api/notes_api.py
+groundlight_openapi_client/api/priming_groups_api.py
 groundlight_openapi_client/api/user_api.py
 groundlight_openapi_client/api_client.py
 groundlight_openapi_client/apis/__init__.py
@@ -123,17 +130,22 @@ groundlight_openapi_client/model/inline_response200_summary_class_counts.py
 groundlight_openapi_client/model/label.py
 groundlight_openapi_client/model/label_value.py
 groundlight_openapi_client/model/label_value_request.py
+groundlight_openapi_client/model/ml_pipeline.py
 groundlight_openapi_client/model/mode_enum.py
 groundlight_openapi_client/model/multi_class_mode_configuration.py
 groundlight_openapi_client/model/multi_classification_result.py
 groundlight_openapi_client/model/note.py
 groundlight_openapi_client/model/note_request.py
 groundlight_openapi_client/model/paginated_detector_list.py
 groundlight_openapi_client/model/paginated_image_query_list.py
+groundlight_openapi_client/model/paginated_ml_pipeline_list.py
+groundlight_openapi_client/model/paginated_priming_group_list.py
 groundlight_openapi_client/model/paginated_rule_list.py
 groundlight_openapi_client/model/patched_detector_request.py
 groundlight_openapi_client/model/payload_template.py
 groundlight_openapi_client/model/payload_template_request.py
+groundlight_openapi_client/model/priming_group.py
+groundlight_openapi_client/model/priming_group_creation_input_request.py
 groundlight_openapi_client/model/result_type_enum.py
 groundlight_openapi_client/model/roi.py
 groundlight_openapi_client/model/roi_request.py
@@ -156,4 +168,10 @@ setup.cfg
 setup.py
 test-requirements.txt
 test/__init__.py
+test/test_ml_pipeline.py
+test/test_paginated_ml_pipeline_list.py
+test/test_paginated_priming_group_list.py
+test/test_priming_group.py
+test/test_priming_group_creation_input_request.py
+test/test_priming_groups_api.py
 tox.ini
diff --git a/generated/README.md b/generated/README.md
@@ -128,6 +128,7 @@ Class | Method | HTTP request | Description
 *DetectorsApi* | [**get_detector**](docs/DetectorsApi.md#get_detector) | **GET** /v1/detectors/{id} | 
 *DetectorsApi* | [**get_detector_evaluation**](docs/DetectorsApi.md#get_detector_evaluation) | **GET** /v1/detectors/{id}/evaluation | 
 *DetectorsApi* | [**get_detector_metrics**](docs/DetectorsApi.md#get_detector_metrics) | **GET** /v1/detectors/{detector_id}/metrics | 
+*DetectorsApi* | [**list_detector_pipelines**](docs/DetectorsApi.md#list_detector_pipelines) | **GET** /v1/detectors/{detector_id}/pipelines | 
 *DetectorsApi* | [**list_detectors**](docs/DetectorsApi.md#list_detectors) | **GET** /v1/detectors | 
 *DetectorsApi* | [**update_detector**](docs/DetectorsApi.md#update_detector) | **PATCH** /v1/detectors/{id} | 
 *EdgeApi* | [**edge_report_metrics_create**](docs/EdgeApi.md#edge_report_metrics_create) | **POST** /v1/edge/report-metrics | 
@@ -140,6 +141,10 @@ Class | Method | HTTP request | Description
 *MonthToDateAccountInfoApi* | [**month_to_date_account_info**](docs/MonthToDateAccountInfoApi.md#month_to_date_account_info) | **GET** /v1/month-to-date-account-info | 
 *NotesApi* | [**create_note**](docs/NotesApi.md#create_note) | **POST** /v1/notes | 
 *NotesApi* | [**get_notes**](docs/NotesApi.md#get_notes) | **GET** /v1/notes | 
+*PrimingGroupsApi* | [**create_priming_group**](docs/PrimingGroupsApi.md#create_priming_group) | **POST** /v1/priming-groups | 
+*PrimingGroupsApi* | [**delete_priming_group**](docs/PrimingGroupsApi.md#delete_priming_group) | **DELETE** /v1/priming-groups/{id} | 
+*PrimingGroupsApi* | [**get_priming_group**](docs/PrimingGroupsApi.md#get_priming_group) | **GET** /v1/priming-groups/{id} | 
+*PrimingGroupsApi* | [**list_priming_groups**](docs/PrimingGroupsApi.md#list_priming_groups) | **GET** /v1/priming-groups | 
 *UserApi* | [**who_am_i**](docs/UserApi.md#who_am_i) | **GET** /v1/me | 
 
 
@@ -180,17 +185,22 @@ Class | Method | HTTP request | Description
  - [Label](docs/Label.md)
  - [LabelValue](docs/LabelValue.md)
  - [LabelValueRequest](docs/LabelValueRequest.md)
+ - [MLPipeline](docs/MLPipeline.md)
  - [ModeEnum](docs/ModeEnum.md)
  - [MultiClassModeConfiguration](docs/MultiClassModeConfiguration.md)
  - [MultiClassificationResult](docs/MultiClassificationResult.md)
  - [Note](docs/Note.md)
  - [NoteRequest](docs/NoteRequest.md)
  - [PaginatedDetectorList](docs/PaginatedDetectorList.md)
  - [PaginatedImageQueryList](docs/PaginatedImageQueryList.md)
+ - [PaginatedMLPipelineList](docs/PaginatedMLPipelineList.md)
+ - [PaginatedPrimingGroupList](docs/PaginatedPrimingGroupList.md)
  - [PaginatedRuleList](docs/PaginatedRuleList.md)
  - [PatchedDetectorRequest](docs/PatchedDetectorRequest.md)
  - [PayloadTemplate](docs/PayloadTemplate.md)
  - [PayloadTemplateRequest](docs/PayloadTemplateRequest.md)
+ - [PrimingGroup](docs/PrimingGroup.md)
+ - [PrimingGroupCreationInputRequest](docs/PrimingGroupCreationInputRequest.md)
  - [ROI](docs/ROI.md)
  - [ROIRequest](docs/ROIRequest.md)
  - [ResultTypeEnum](docs/ResultTypeEnum.md)

diff --git a/generated/docs/DetectorsApi.md b/generated/docs/DetectorsApi.md
@@ -9,6 +9,7 @@ Method | HTTP request | Description
 [**get_detector**](DetectorsApi.md#get_detector) | **GET** /v1/detectors/{id} | 
 [**get_detector_evaluation**](DetectorsApi.md#get_detector_evaluation) | **GET** /v1/detectors/{id}/evaluation | 
 [**get_detector_metrics**](DetectorsApi.md#get_detector_metrics) | **GET** /v1/detectors/{detector_id}/metrics | 
+[**list_detector_pipelines**](DetectorsApi.md#list_detector_pipelines) | **GET** /v1/detectors/{detector_id}/pipelines | 
 [**list_detectors**](DetectorsApi.md#list_detectors) | **GET** /v1/detectors | 
 [**update_detector**](DetectorsApi.md#update_detector) | **PATCH** /v1/detectors/{id} | 
 
@@ -401,6 +402,99 @@ Name | Type | Description  | Notes
  - **Accept**: application/json
 
 
+### HTTP response details
+
+| Status code | Description | Response headers |
+|-------------|-------------|------------------|
+**200** |  |  -  |
+
+[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
+
+# **list_detector_pipelines**
+> PaginatedMLPipelineList list_detector_pipelines(detector_id)
+
+
+
+List all MLPipelines for a detector.
+
+### Example
+
+* Api Key Authentication (ApiToken):
+
+```python
+import time
+import groundlight_openapi_client
+from groundlight_openapi_client.api import detectors_api
+from groundlight_openapi_client.model.paginated_ml_pipeline_list import PaginatedMLPipelineList
+from pprint import pprint
+# Defining the host is optional and defaults to https://api.groundlight.ai/device-api
+# See configuration.py for a list of all supported configuration parameters.
+configuration = groundlight_openapi_client.Configuration(
+    host = "https://api.groundlight.ai/device-api"
+)
+
+# The client must configure the authentication and authorization parameters
+# in accordance with the API server security policy.
+# Examples for each auth method are provided below, use the example that
+# satisfies your auth use case.
+
+# Configure API key authorization: ApiToken
+configuration.api_key['ApiToken'] = 'YOUR_API_KEY'
+
+# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
+# configuration.api_key_prefix['ApiToken'] = 'Bearer'
+
+# Enter a context with an instance of the API client
+with groundlight_openapi_client.ApiClient(configuration) as api_client:
+    # Create an instance of the API class
+    api_instance = detectors_api.DetectorsApi(api_client)
+    detector_id = "detector_id_example" # str | 
+    ordering = "ordering_example" # str | Which field to use when ordering the results. (optional)
+    page = 1 # int | A page number within the paginated result set. (optional)
+    page_size = 1 # int | Number of results to return per page. (optional)
+    search = "search_example" # str | A search term. (optional)
+
+    # example passing only required values which don't have defaults set
+    try:
+        api_response = api_instance.list_detector_pipelines(detector_id)
+        pprint(api_response)
+    except groundlight_openapi_client.ApiException as e:
+        print("Exception when calling DetectorsApi->list_detector_pipelines: %s\n" % e)
+
+    # example passing only required values which don't have defaults set
+    # and optional values
+    try:
+        api_response = api_instance.list_detector_pipelines(detector_id, ordering=ordering, page=page, page_size=page_size, search=search)
+        pprint(api_response)
+    except groundlight_openapi_client.ApiException as e:
+        print("Exception when calling DetectorsApi->list_detector_pipelines: %s\n" % e)
+```
+
+
+### Parameters
+
+Name | Type | Description  | Notes
+------------- | ------------- | ------------- | -------------
+ **detector_id** | **str**|  |
+ **ordering** | **str**| Which field to use when ordering the results. | [optional]
+ **page** | **int**| A page number within the paginated result set. | [optional]
+ **page_size** | **int**| Number of results to return per page. | [optional]
+ **search** | **str**| A search term. | [optional]
+
+### Return type
+
+[**PaginatedMLPipelineList**](PaginatedMLPipelineList.md)
+
+### Authorization
+
+[ApiToken](../README.md#ApiToken)
+
+### HTTP request headers
+
+ - **Content-Type**: Not defined
+ - **Accept**: application/json
+
+
 ### HTTP response details
 
 | Status code | Description | Response headers |

diff --git a/generated/docs/MLPipeline.md b/generated/docs/MLPipeline.md
@@ -0,0 +1,21 @@
+# MLPipeline
+
+A single ML pipeline attached to a detector.
+
+## Properties
+Name | Type | Description | Notes
+------------ | ------------- | ------------- | -------------
+**id** | **str** |  | [readonly] 
+**pipeline_config** | **str, none_type** | configuration needed to instantiate a prediction pipeline. | [readonly] 
+**is_active_pipeline** | **bool** | If True, this is the pipeline is used for inference, active learning, etc. for its parent Predictor. | [readonly] 
+**is_edge_pipeline** | **bool** | If True, this pipeline is enabled for edge inference. | [readonly] 
+**is_unclear_pipeline** | **bool** | If True, this pipeline is used to train classifier for human unclear label prediction. | [readonly] 
+**is_oodd_pipeline** | **bool** | If True, this pipeline is used for OODD. | [readonly] 
+**is_enabled** | **bool** | If False, this pipeline will not be run for any use case. | [readonly] 
+**created_at** | **datetime** |  | [readonly] 
+**trained_at** | **datetime, none_type** |  | [readonly] 
+**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
+
+[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
+
+
diff --git a/generated/docs/PaginatedMLPipelineList.md b/generated/docs/PaginatedMLPipelineList.md
@@ -0,0 +1,15 @@
+# PaginatedMLPipelineList
+
+
+## Properties
+Name | Type | Description | Notes
+------------ | ------------- | ------------- | -------------
+**count** | **int** |  | 
+**results** | [**[MLPipeline]**](MLPipeline.md) |  | 
+**next** | **str, none_type** |  | [optional] 
+**previous** | **str, none_type** |  | [optional] 
+**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
+
+[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
+
+
diff --git a/generated/docs/PaginatedPrimingGroupList.md b/generated/docs/PaginatedPrimingGroupList.md
@@ -0,0 +1,15 @@
+# PaginatedPrimingGroupList
+
+
+## Properties
+Name | Type | Description | Notes
+------------ | ------------- | ------------- | -------------
+**count** | **int** |  | 
+**results** | [**[PrimingGroup]**](PrimingGroup.md) |  | 
+**next** | **str, none_type** |  | [optional] 
+**previous** | **str, none_type** |  | [optional] 
+**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
+
+[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
+
+
diff --git a/generated/docs/PrimingGroup.md b/generated/docs/PrimingGroup.md
@@ -0,0 +1,20 @@
+# PrimingGroup
+
+A PrimingGroup owned by the authenticated user.
+
+## Properties
+Name | Type | Description | Notes
+------------ | ------------- | ------------- | -------------
+**id** | **str** |  | [readonly] 
+**name** | **str** |  | 
+**is_global** | **bool** | If True, this priming group is shared to all Groundlight users by Groundlight admins. | [readonly] 
+**created_at** | **datetime** |  | [readonly] 
+**canonical_query** | **str, none_type** | Canonical semantic query for this priming group | [optional] 
+**active_pipeline_config** | **str, none_type** | Active pipeline config override for detectors in this priming group. If set, this overrides the default active pipeline config. Can be either a pipeline name or full config string. | [optional] 
+**priming_group_specific_shadow_pipeline_configs** | **bool, date, datetime, dict, float, int, list, str, none_type** | Priming group-specific shadow pipeline configs to create for detectors in this priming group. These are added to the default shadow pipeline configs for a detector of the given modeEach entry is either a pipeline name or full config string.  | [optional] 
+**disable_shadow_pipelines** | **bool** | If True, new detectors added to this priming group will not receive the mode-specific default shadow pipelines from INITIAL_SHADOW_PIPELINE_CONFIG_SET. Priming-group-specific shadow configs still apply. Use this to guarantee the primed active MLBinary is never switched off by a shadow pipeline being promoted. | [optional] 
+**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
+
+[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
+
+
diff --git a/generated/docs/PrimingGroupCreationInputRequest.md b/generated/docs/PrimingGroupCreationInputRequest.md
@@ -0,0 +1,16 @@
+# PrimingGroupCreationInputRequest
+
+Input for creating a new user-owned PrimingGroup seeded from an existing MLPipeline.
+
+## Properties
+Name | Type | Description | Notes
+------------ | ------------- | ------------- | -------------
+**name** | **str** | Unique name for the new priming group. | 
+**source_ml_pipeline_id** | **str** | ID of an MLPipeline owned by this account whose trained model will seed the priming group. | 
+**canonical_query** | **str, none_type** | Optional canonical semantic query describing this priming group. | [optional] 
+**disable_shadow_pipelines** | **bool** | If true, new detectors added to this priming group will not receive the default shadow pipelines. This guarantees the primed active model is never switched off. | [optional]  if omitted the server will use the default value of False
+**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
+
+[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
+
+