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https://github.com/paperless-ngx/paperless-ngx.git
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Enhancement: Apply AI suggestions workflow action (#13639)
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@@ -641,6 +641,145 @@ class TestApiWorkflows(DirectoriesMixin, APITestCase):
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self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST)
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self.assertEqual(self.workflow.triggers.get(), self.trigger)
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def _post_ai_suggestions_workflow(self, *, trigger_types, action: dict):
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def trigger(trigger_type):
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# consumption triggers require a filter of their own
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if trigger_type == WorkflowTrigger.WorkflowTriggerType.CONSUMPTION:
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return {"type": trigger_type, "filter_filename": "*.pdf"}
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return {"type": trigger_type}
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return self.client.post(
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self.ENDPOINT,
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json.dumps(
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{
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"name": "Apply AI suggestions",
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"order": 1,
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"triggers": [trigger(t) for t in trigger_types],
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"actions": [
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{
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"type": WorkflowAction.WorkflowActionType.APPLY_AI_SUGGESTIONS,
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**action,
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},
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],
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},
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),
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content_type="application/json",
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)
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def test_api_create_apply_ai_suggestions_action(self) -> None:
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"""
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GIVEN:
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- API request to create a workflow with an apply AI suggestions
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action and a valid set of fields
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WHEN:
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- API is called
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THEN:
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- The workflow is created with the chosen options
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"""
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response = self._post_ai_suggestions_workflow(
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trigger_types=[WorkflowTrigger.WorkflowTriggerType.DOCUMENT_ADDED],
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action={
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"ai_suggestion_fields": ["title", "tags", "correspondent"],
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"ai_create_missing": True,
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"ai_overwrite_existing": True,
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},
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)
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self.assertEqual(response.status_code, status.HTTP_201_CREATED)
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action = Workflow.objects.get(name="Apply AI suggestions").actions.first()
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self.assertEqual(
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action.ai_suggestion_fields,
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["title", "tags", "correspondent"],
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)
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self.assertTrue(action.ai_create_missing)
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self.assertTrue(action.ai_overwrite_existing)
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def test_api_create_apply_ai_suggestions_action_requires_fields(self) -> None:
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"""
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GIVEN:
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- API request to create an apply AI suggestions action with no
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fields selected, which could never do anything
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WHEN:
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- API is called
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THEN:
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- Correct HTTP 400 response
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- No objects are created
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"""
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existing_count = Workflow.objects.count()
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response = self._post_ai_suggestions_workflow(
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trigger_types=[WorkflowTrigger.WorkflowTriggerType.DOCUMENT_ADDED],
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action={"ai_suggestion_fields": []},
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)
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self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST)
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self.assertEqual(Workflow.objects.count(), existing_count)
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def test_api_create_apply_ai_suggestions_action_rejects_unknown_field(
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self,
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) -> None:
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"""
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GIVEN:
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- API request to create an apply AI suggestions action naming a
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field that does not exist
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WHEN:
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- API is called
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THEN:
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- Correct HTTP 400 response
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"""
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response = self._post_ai_suggestions_workflow(
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trigger_types=[WorkflowTrigger.WorkflowTriggerType.DOCUMENT_ADDED],
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action={"ai_suggestion_fields": ["title", "not_a_field"]},
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)
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self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST)
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def test_api_create_apply_ai_suggestions_action_rejects_consumption_only(
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self,
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) -> None:
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"""
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GIVEN:
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- API request to create an apply AI suggestions action whose only
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trigger is consumption started, so there is no document content
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to make suggestions from yet
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WHEN:
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- API is called
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THEN:
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- Correct HTTP 400 response
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- No objects are created
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"""
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existing_count = Workflow.objects.count()
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response = self._post_ai_suggestions_workflow(
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trigger_types=[WorkflowTrigger.WorkflowTriggerType.CONSUMPTION],
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action={"ai_suggestion_fields": ["title"]},
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)
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self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST)
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self.assertEqual(Workflow.objects.count(), existing_count)
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def test_api_create_apply_ai_suggestions_action_allows_extra_consumption_trigger(
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self,
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) -> None:
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"""
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GIVEN:
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- API request to create an apply AI suggestions action with a
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consumption trigger alongside a usable one
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WHEN:
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- API is called
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THEN:
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- The workflow is created, the action applies to the other trigger
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"""
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response = self._post_ai_suggestions_workflow(
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trigger_types=[
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WorkflowTrigger.WorkflowTriggerType.CONSUMPTION,
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WorkflowTrigger.WorkflowTriggerType.DOCUMENT_ADDED,
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],
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action={"ai_suggestion_fields": ["title"]},
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)
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self.assertEqual(response.status_code, status.HTTP_201_CREATED)
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def test_api_create_workflow_trigger_action_empty_fields(self) -> None:
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"""
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GIVEN:
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