fix(tests): overhaul staging test infrastructure and update fixtures

Rewrite test infrastructure for staging environment safety.
Update OpenAPI-generated API client with new models and endpoints.
Regenerate gooddata-sdk test cassettes against staging.
Remove obsolete cassettes from gooddata-pandas, gooddata-fdw, and
gooddata-sdk packages.

- Add staging-tests.yaml workflow triggered by label, PR comment (/test-staging), or manual dispatch
- Concurrency blocking ensures only one staging test runs at a time
- Unify token passing: all staging make targets now use TOKEN= argument
- Replace GD_STAGING_TOKEN env var with --gd-test-token pytest CLI argument
- Remove TOKEN from tox pass_env (no longer needed as env var)
- Document staging test workflow in CONTRIBUTING.md

JIRA: DX-431
risk: low

Author: tychtjan

.github/workflows/staging-tests.yaml

@@ -0,0 +1,71 @@
+name: Staging tests
+
+on:
+  pull_request:
+    types: [labeled]
+    branches:
+      - master
+      - 'rel/**'
+  issue_comment:
+    types: [created]
+  workflow_dispatch:
+    inputs:
+      test_envs:
+        description: 'Tox test environments to run (e.g. py312)'
+        required: false
+        default: 'py312'
+      test_filter:
+        description: 'Pytest filter expression (-k flag)'
+        required: false
+        default: ''
+
+concurrency:
+  group: staging-tests
+  cancel-in-progress: false
+
+jobs:
+  staging-tests:
+    name: Staging tests
+    if: >-
+      github.event_name == 'workflow_dispatch' ||
+      (github.event_name == 'pull_request' && github.event.label.name == 'test-staging') ||
+      (github.event_name == 'issue_comment' && github.event.issue.pull_request && contains(github.event.comment.body, '/test-staging'))
+    runs-on:
+      group: infra1-runners-arc
+      labels: runners-small
+    steps:
+      - name: Get PR head SHA (comment trigger)
+        if: github.event_name == 'issue_comment'
+        id: pr
+        run: |
+          PR_DATA=$(gh api repos/${{ github.repository }}/pulls/${{ github.event.issue.number }})
+          echo "sha=$(echo "$PR_DATA" | jq -r .head.sha)" >> "$GITHUB_OUTPUT"
+          echo "ref=$(echo "$PR_DATA" | jq -r .head.ref)" >> "$GITHUB_OUTPUT"
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ steps.pr.outputs.sha || github.event.pull_request.head.sha || github.sha }}
+
+      - name: Set up Python
+        uses: astral-sh/setup-uv@v6
+        with:
+          python-version: '3.12'
+
+      - name: Install dependencies
+        run: uv sync --all-groups --locked
+
+      - name: Clean staging environment
+        run: make clean-staging TOKEN=${{ secrets.PYTHON_SDK_STG_API_KEY }}
+
+      - name: Load staging environment
+        run: make load-staging TOKEN=${{ secrets.PYTHON_SDK_STG_API_KEY }}
+
+      - name: Run staging tests
+        run: |
+          make test-staging \
+            TOKEN=${{ secrets.PYTHON_SDK_STG_API_KEY }} \
+            TEST_ENVS=${{ github.event.inputs.test_envs || 'py312' }} \
+            ADD_ARGS="${{ github.event.inputs.test_filter && format('-k {0}', github.event.inputs.test_filter) || '' }}"

CONTRIBUTING.md

@@ -292,6 +292,42 @@ docker compose --profile fdw up -d
 
 This starts a PostgreSQL instance with the gooddata-fdw extension on port 2543.
 
+## Run staging tests
+
+Staging tests run against a shared GoodData staging environment instead of a local docker-compose stack.
+They are useful for validating changes against a real deployment.
+
+### Triggers
+
+The staging tests workflow (`.github/workflows/staging-tests.yaml`) can be triggered in three ways:
+
+1. **Label** — Add the `test-staging` label to a PR targeting `master` or `rel/**`.
+2. **PR comment** — Post `/test-staging` as a comment on a PR.
+3. **Manual dispatch** — Trigger from the Actions tab with optional `test_envs` and `test_filter` inputs.
+
+Only one staging test run executes at a time (concurrency group `staging-tests`, non-cancelling).
+
+### Running staging tests locally
+
+You need a staging API token (`TOKEN`). The workflow uses the `PYTHON_SDK_STG_API_KEY` secret; locally you
+pass it via the `TOKEN=` make argument:
+
+```bash
+# 1. Clean the staging workspace (removes previous test data)
+make clean-staging TOKEN=<your-staging-token>
+
+# 2. Load the demo layout into staging
+make load-staging TOKEN=<your-staging-token>
+
+# 3. Run the tests
+make test-staging TOKEN=<your-staging-token>
+
+# Optionally limit python version and test filter:
+make test-staging TOKEN=<your-staging-token> TEST_ENVS=py312 ADD_ARGS="-k test_catalog"
+```
+
+The token is passed as a CLI argument (`--gd-test-token`) to pytest, **not** as an environment variable.
+
 ## Run continuous integration tests
 Tests in pull request (PR) are executed using docker. The following is done to make test environment as close
 to reproducible as possible:

Makefile

@@ -82,6 +82,18 @@ test:
 	for project in $(NO_CLIENT_GD_PROJECTS_DIRS); do $(MAKE) -C packages/$${project} test || RESULT=$$?; done; \
 	exit $$RESULT
 
+.PHONY: test-staging
+test-staging:
+	$(MAKE) -C packages/gooddata-sdk test-staging TOKEN=$(TOKEN)
+
+.PHONY: clean-staging
+clean-staging:
+	cd packages/tests-support && STAGING=1 TOKEN="$(TOKEN)" python clean_staging.py
+
+.PHONY: load-staging
+load-staging:
+	cd packages/tests-support && STAGING=1 TOKEN="$(TOKEN)" python upload_demo_layout.py
+
 .PHONY: release
 release:
 	if [ -z "$(VERSION)" ]; then echo "Usage: 'make release VERSION=X.Y.Z'"; false; else \

gooddata-api-client/.openapi-generator/FILES

@@ -384,6 +384,7 @@ docs/GeographicDataApi.md
 docs/GetAiLakeOperation200Response.md
 docs/GetImageExport202ResponseInner.md
 docs/GetQualityIssuesResponse.md
+docs/GetServiceStatusResponse.md
 docs/GrainIdentifier.md
 docs/GrantedPermission.md
 docs/GranularitiesFormatting.md
@@ -1014,6 +1015,9 @@ docs/ListDatabaseInstancesResponse.md
 docs/ListKnowledgeDocumentsResponseDto.md
 docs/ListLinks.md
 docs/ListLinksAllOf.md
+docs/ListLlmProviderModelsRequest.md
+docs/ListLlmProviderModelsRequestProviderConfig.md
+docs/ListLlmProviderModelsResponse.md
 docs/ListServicesResponse.md
 docs/LlmModel.md
 docs/LlmProviderAuth.md
@@ -1193,8 +1197,8 @@ docs/TabularExportRequest.md
 docs/TestConnectionApi.md
 docs/TestDefinitionRequest.md
 docs/TestDestinationRequest.md
+docs/TestLlmProviderByIdRequest.md
 docs/TestLlmProviderDefinitionRequest.md
-docs/TestLlmProviderDefinitionRequestProviderConfig.md
 docs/TestLlmProviderResponse.md
 docs/TestNotification.md
 docs/TestNotificationAllOf.md
@@ -1207,6 +1211,8 @@ docs/TotalDimension.md
 docs/TotalExecutionResultHeader.md
 docs/TotalResultHeader.md
 docs/TranslationsApi.md
+docs/TrendingObjectItem.md
+docs/TrendingObjectsResult.md
 docs/TriggerAutomationRequest.md
 docs/TriggerQualityIssuesCalculationResponse.md
 docs/UpsertKnowledgeDocumentRequestDto.md
@@ -1708,6 +1714,7 @@ gooddata_api_client/model/geo_collection_identifier.py
 gooddata_api_client/model/get_ai_lake_operation200_response.py
 gooddata_api_client/model/get_image_export202_response_inner.py
 gooddata_api_client/model/get_quality_issues_response.py
+gooddata_api_client/model/get_service_status_response.py
 gooddata_api_client/model/grain_identifier.py
 gooddata_api_client/model/granted_permission.py
 gooddata_api_client/model/granularities_formatting.py
@@ -2328,6 +2335,9 @@ gooddata_api_client/model/list_database_instances_response.py
 gooddata_api_client/model/list_knowledge_documents_response_dto.py
 gooddata_api_client/model/list_links.py
 gooddata_api_client/model/list_links_all_of.py
+gooddata_api_client/model/list_llm_provider_models_request.py
+gooddata_api_client/model/list_llm_provider_models_request_provider_config.py
+gooddata_api_client/model/list_llm_provider_models_response.py
 gooddata_api_client/model/list_services_response.py
 gooddata_api_client/model/llm_model.py
 gooddata_api_client/model/llm_provider_auth.py
@@ -2487,8 +2497,8 @@ gooddata_api_client/model/table_warning.py
 gooddata_api_client/model/tabular_export_request.py
 gooddata_api_client/model/test_definition_request.py
 gooddata_api_client/model/test_destination_request.py
+gooddata_api_client/model/test_llm_provider_by_id_request.py
 gooddata_api_client/model/test_llm_provider_definition_request.py
-gooddata_api_client/model/test_llm_provider_definition_request_provider_config.py
 gooddata_api_client/model/test_llm_provider_response.py
 gooddata_api_client/model/test_notification.py
 gooddata_api_client/model/test_notification_all_of.py
@@ -2500,6 +2510,8 @@ gooddata_api_client/model/total.py
 gooddata_api_client/model/total_dimension.py
 gooddata_api_client/model/total_execution_result_header.py
 gooddata_api_client/model/total_result_header.py
+gooddata_api_client/model/trending_object_item.py
+gooddata_api_client/model/trending_objects_result.py
 gooddata_api_client/model/trigger_automation_request.py
 gooddata_api_client/model/trigger_quality_issues_calculation_response.py
 gooddata_api_client/model/upsert_knowledge_document_request_dto.py

gooddata-api-client/README.md

@@ -106,6 +106,7 @@ Class | Method | HTTP request | Description
 *AILakeApi* | [**deprovision_ai_lake_database_instance**](docs/AILakeApi.md#deprovision_ai_lake_database_instance) | **DELETE** /api/v1/ailake/database/instances/{instanceId} | (BETA) Delete an existing AILake Database instance
 *AILakeApi* | [**get_ai_lake_database_instance**](docs/AILakeApi.md#get_ai_lake_database_instance) | **GET** /api/v1/ailake/database/instances/{instanceId} | (BETA) Get the specified AILake Database instance
 *AILakeApi* | [**get_ai_lake_operation**](docs/AILakeApi.md#get_ai_lake_operation) | **GET** /api/v1/ailake/operations/{operationId} | (BETA) Get Long Running Operation details
+*AILakeApi* | [**get_ai_lake_service_status**](docs/AILakeApi.md#get_ai_lake_service_status) | **GET** /api/v1/ailake/services/{serviceId}/status | (BETA) Get AI Lake service status
 *AILakeApi* | [**list_ai_lake_database_instances**](docs/AILakeApi.md#list_ai_lake_database_instances) | **GET** /api/v1/ailake/database/instances | (BETA) List AI Lake Database instances
 *AILakeApi* | [**list_ai_lake_services**](docs/AILakeApi.md#list_ai_lake_services) | **GET** /api/v1/ailake/services | (BETA) List AI Lake services
 *AILakeApi* | [**provision_ai_lake_database_instance**](docs/AILakeApi.md#provision_ai_lake_database_instance) | **POST** /api/v1/ailake/database/instances | (BETA) Create a new AILake Database instance
@@ -416,11 +417,14 @@ Class | Method | HTTP request | Description
 *SmartFunctionsApi* | [**generate_title**](docs/SmartFunctionsApi.md#generate_title) | **POST** /api/v1/actions/workspaces/{workspaceId}/ai/analyticsCatalog/generateTitle | Generate Title for Analytics Object
 *SmartFunctionsApi* | [**get_quality_issues**](docs/SmartFunctionsApi.md#get_quality_issues) | **GET** /api/v1/actions/workspaces/{workspaceId}/ai/issues | Get Quality Issues
 *SmartFunctionsApi* | [**get_quality_issues_calculation_status**](docs/SmartFunctionsApi.md#get_quality_issues_calculation_status) | **GET** /api/v1/actions/workspaces/{workspaceId}/ai/issues/status/{processId} | Get Quality Issues Calculation Status
+*SmartFunctionsApi* | [**list_llm_provider_models**](docs/SmartFunctionsApi.md#list_llm_provider_models) | **POST** /api/v1/actions/ai/llmProvider/listModels | List LLM Provider Models
+*SmartFunctionsApi* | [**list_llm_provider_models_by_id**](docs/SmartFunctionsApi.md#list_llm_provider_models_by_id) | **POST** /api/v1/actions/ai/llmProvider/{llmProviderId}/listModels | List LLM Provider Models By Id
 *SmartFunctionsApi* | [**memory_created_by_users**](docs/SmartFunctionsApi.md#memory_created_by_users) | **GET** /api/v1/actions/workspaces/{workspaceId}/ai/memory/createdBy | Get AI Memory CreatedBy Users
 *SmartFunctionsApi* | [**resolve_llm_endpoints**](docs/SmartFunctionsApi.md#resolve_llm_endpoints) | **GET** /api/v1/actions/workspaces/{workspaceId}/ai/resolveLlmEndpoints | Get Active LLM Endpoints for this workspace
 *SmartFunctionsApi* | [**tags**](docs/SmartFunctionsApi.md#tags) | **GET** /api/v1/actions/workspaces/{workspaceId}/ai/analyticsCatalog/tags | Get Analytics Catalog Tags
 *SmartFunctionsApi* | [**test_llm_provider**](docs/SmartFunctionsApi.md#test_llm_provider) | **POST** /api/v1/actions/ai/llmProvider/test | Test LLM Provider
 *SmartFunctionsApi* | [**test_llm_provider_by_id**](docs/SmartFunctionsApi.md#test_llm_provider_by_id) | **POST** /api/v1/actions/ai/llmProvider/{llmProviderId}/test | Test LLM Provider By Id
+*SmartFunctionsApi* | [**trending_objects**](docs/SmartFunctionsApi.md#trending_objects) | **GET** /api/v1/actions/workspaces/{workspaceId}/ai/analyticsCatalog/trendingObjects | Get Trending Analytics Catalog Objects
 *SmartFunctionsApi* | [**trigger_quality_issues_calculation**](docs/SmartFunctionsApi.md#trigger_quality_issues_calculation) | **POST** /api/v1/actions/workspaces/{workspaceId}/ai/issues/triggerCheck | Trigger Quality Issues Calculation
 *SmartFunctionsApi* | [**validate_llm_endpoint**](docs/SmartFunctionsApi.md#validate_llm_endpoint) | **POST** /api/v1/actions/ai/llmEndpoint/test | Validate LLM Endpoint
 *SmartFunctionsApi* | [**validate_llm_endpoint_by_id**](docs/SmartFunctionsApi.md#validate_llm_endpoint_by_id) | **POST** /api/v1/actions/ai/llmEndpoint/{llmEndpointId}/test | Validate LLM Endpoint By Id
@@ -577,6 +581,8 @@ Class | Method | HTTP request | Description
 *ActionsApi* | [**key_driver_analysis**](docs/ActionsApi.md#key_driver_analysis) | **POST** /api/v1/actions/workspaces/{workspaceId}/execution/computeKeyDrivers | (EXPERIMENTAL) Compute key driver analysis
 *ActionsApi* | [**key_driver_analysis_result**](docs/ActionsApi.md#key_driver_analysis_result) | **GET** /api/v1/actions/workspaces/{workspaceId}/execution/computeKeyDrivers/result/{resultId} | (EXPERIMENTAL) Get key driver analysis result
 *ActionsApi* | [**list_documents**](docs/ActionsApi.md#list_documents) | **GET** /api/v1/actions/workspaces/{workspaceId}/ai/knowledge/documents | 
+*ActionsApi* | [**list_llm_provider_models**](docs/ActionsApi.md#list_llm_provider_models) | **POST** /api/v1/actions/ai/llmProvider/listModels | List LLM Provider Models
+*ActionsApi* | [**list_llm_provider_models_by_id**](docs/ActionsApi.md#list_llm_provider_models_by_id) | **POST** /api/v1/actions/ai/llmProvider/{llmProviderId}/listModels | List LLM Provider Models By Id
 *ActionsApi* | [**list_workspace_user_groups**](docs/ActionsApi.md#list_workspace_user_groups) | **GET** /api/v1/actions/workspaces/{workspaceId}/userGroups | 
 *ActionsApi* | [**list_workspace_users**](docs/ActionsApi.md#list_workspace_users) | **GET** /api/v1/actions/workspaces/{workspaceId}/users | 
 *ActionsApi* | [**manage_dashboard_permissions**](docs/ActionsApi.md#manage_dashboard_permissions) | **POST** /api/v1/actions/workspaces/{workspaceId}/analyticalDashboards/{dashboardId}/managePermissions | Manage Permissions for a Dashboard
@@ -618,6 +624,7 @@ Class | Method | HTTP request | Description
 *ActionsApi* | [**test_llm_provider**](docs/ActionsApi.md#test_llm_provider) | **POST** /api/v1/actions/ai/llmProvider/test | Test LLM Provider
 *ActionsApi* | [**test_llm_provider_by_id**](docs/ActionsApi.md#test_llm_provider_by_id) | **POST** /api/v1/actions/ai/llmProvider/{llmProviderId}/test | Test LLM Provider By Id
 *ActionsApi* | [**test_notification_channel**](docs/ActionsApi.md#test_notification_channel) | **POST** /api/v1/actions/notificationChannels/test | Test notification channel.
+*ActionsApi* | [**trending_objects**](docs/ActionsApi.md#trending_objects) | **GET** /api/v1/actions/workspaces/{workspaceId}/ai/analyticsCatalog/trendingObjects | Get Trending Analytics Catalog Objects
 *ActionsApi* | [**trigger_automation**](docs/ActionsApi.md#trigger_automation) | **POST** /api/v1/actions/workspaces/{workspaceId}/automations/trigger | Trigger automation.
 *ActionsApi* | [**trigger_existing_automation**](docs/ActionsApi.md#trigger_existing_automation) | **POST** /api/v1/actions/workspaces/{workspaceId}/automations/{automationId}/trigger | Trigger existing automation.
 *ActionsApi* | [**trigger_quality_issues_calculation**](docs/ActionsApi.md#trigger_quality_issues_calculation) | **POST** /api/v1/actions/workspaces/{workspaceId}/ai/issues/triggerCheck | Trigger Quality Issues Calculation
@@ -1527,6 +1534,7 @@ Class | Method | HTTP request | Description
  - [GetAiLakeOperation200Response](docs/GetAiLakeOperation200Response.md)
  - [GetImageExport202ResponseInner](docs/GetImageExport202ResponseInner.md)
  - [GetQualityIssuesResponse](docs/GetQualityIssuesResponse.md)
+ - [GetServiceStatusResponse](docs/GetServiceStatusResponse.md)
  - [GrainIdentifier](docs/GrainIdentifier.md)
  - [GrantedPermission](docs/GrantedPermission.md)
  - [GranularitiesFormatting](docs/GranularitiesFormatting.md)
@@ -2147,6 +2155,9 @@ Class | Method | HTTP request | Description
  - [ListKnowledgeDocumentsResponseDto](docs/ListKnowledgeDocumentsResponseDto.md)
  - [ListLinks](docs/ListLinks.md)
  - [ListLinksAllOf](docs/ListLinksAllOf.md)
+ - [ListLlmProviderModelsRequest](docs/ListLlmProviderModelsRequest.md)
+ - [ListLlmProviderModelsRequestProviderConfig](docs/ListLlmProviderModelsRequestProviderConfig.md)
+ - [ListLlmProviderModelsResponse](docs/ListLlmProviderModelsResponse.md)
  - [ListServicesResponse](docs/ListServicesResponse.md)
  - [LlmModel](docs/LlmModel.md)
  - [LlmProviderAuth](docs/LlmProviderAuth.md)
@@ -2306,8 +2317,8 @@ Class | Method | HTTP request | Description
  - [TabularExportRequest](docs/TabularExportRequest.md)
  - [TestDefinitionRequest](docs/TestDefinitionRequest.md)
  - [TestDestinationRequest](docs/TestDestinationRequest.md)
+ - [TestLlmProviderByIdRequest](docs/TestLlmProviderByIdRequest.md)
  - [TestLlmProviderDefinitionRequest](docs/TestLlmProviderDefinitionRequest.md)
- - [TestLlmProviderDefinitionRequestProviderConfig](docs/TestLlmProviderDefinitionRequestProviderConfig.md)
  - [TestLlmProviderResponse](docs/TestLlmProviderResponse.md)
  - [TestNotification](docs/TestNotification.md)
  - [TestNotificationAllOf](docs/TestNotificationAllOf.md)
@@ -2319,6 +2330,8 @@ Class | Method | HTTP request | Description
  - [TotalDimension](docs/TotalDimension.md)
  - [TotalExecutionResultHeader](docs/TotalExecutionResultHeader.md)
  - [TotalResultHeader](docs/TotalResultHeader.md)
+ - [TrendingObjectItem](docs/TrendingObjectItem.md)
+ - [TrendingObjectsResult](docs/TrendingObjectsResult.md)
  - [TriggerAutomationRequest](docs/TriggerAutomationRequest.md)
  - [TriggerQualityIssuesCalculationResponse](docs/TriggerQualityIssuesCalculationResponse.md)
  - [UpsertKnowledgeDocumentRequestDto](docs/UpsertKnowledgeDocumentRequestDto.md)