diff --git a/packages/uipath-platform/pyproject.toml b/packages/uipath-platform/pyproject.toml index be322ea1e..4699bfeeb 100644 --- a/packages/uipath-platform/pyproject.toml +++ b/packages/uipath-platform/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "uipath-platform" -version = "0.2.35" +version = "0.2.36" description = "HTTP client library for programmatic access to UiPath Platform" readme = { file = "README.md", content-type = "text/markdown" } requires-python = ">=3.11" diff --git a/packages/uipath-platform/src/uipath/platform/documents/__init__.py b/packages/uipath-platform/src/uipath/platform/documents/__init__.py index 78f4b9156..a7656939a 100644 --- a/packages/uipath-platform/src/uipath/platform/documents/__init__.py +++ b/packages/uipath-platform/src/uipath/platform/documents/__init__.py @@ -16,6 +16,7 @@ FieldType, FieldValueProjection, FileContent, + ModelExtractionResponse, ProjectType, Reference, StartExtractionResponse, @@ -47,4 +48,5 @@ "StartExtractionResponse", "StartOperationResponse", "StartExtractionValidationResponse", + "ModelExtractionResponse", ] diff --git a/packages/uipath-platform/src/uipath/platform/documents/_documents_service.py b/packages/uipath-platform/src/uipath/platform/documents/_documents_service.py index f5b73dfcf..12ac55dfa 100644 --- a/packages/uipath-platform/src/uipath/platform/documents/_documents_service.py +++ b/packages/uipath-platform/src/uipath/platform/documents/_documents_service.py @@ -15,6 +15,7 @@ from ..common._execution_context import UiPathExecutionContext from ..common._folder_context import FolderContext from ..common._models import Endpoint +from ..constants import HEADER_FOLDER_KEY from ..errors import OperationFailedException, OperationNotCompleteException from .documents import ( ActionPriority, @@ -23,6 +24,7 @@ ExtractionResponse, ExtractionResponseIXP, FileContent, + ModelExtractionResponse, ProjectType, StartExtractionResponse, StartExtractionValidationResponse, @@ -53,6 +55,11 @@ def _framework_url(*segments: Any) -> Endpoint: return Endpoint(f"/du_/api/framework/projects/{path}") +def _model_url(model_name: str, *segments: Any) -> Endpoint: + path = "/".join(quote(str(segment), safe="") for segment in (model_name, *segments)) + return Endpoint(f"/du_/api/framework/models/{path}") + + def _extractor_url( project_id: str, extractor_id: Optional[str], @@ -1415,6 +1422,152 @@ async def retrieve_ixp_extraction_result_async( return ExtractionResponseIXP.model_validate(extraction_response) + def _model_headers(self, folder_key: Optional[str]) -> Dict[str, str]: + # Models deployed to a folder are addressed by folder key only. + key = folder_key or self._folder_key + if not key: + raise ValueError("`folder_key` must be provided outside a job") + return {**self._get_common_headers(), HEADER_FOLDER_KEY: key} + + def _wait_for_model_operation( + self, url: Endpoint, headers: Dict[str, str], key: str + ) -> Dict[str, Any]: + def result_getter() -> Tuple[str, Optional[str], Optional[Dict[str, Any]]]: + result = self._request_json( + "GET", url=url, params={"api-version": API_VERSION}, headers=headers + ) + return result["status"], result.get("error"), result.get(key) + + return self._wait_for_operation( + result_getter=result_getter, + wait_statuses=["NotStarted", "Running"], + success_status="Succeeded", + ) + + async def _wait_for_model_operation_async( + self, url: Endpoint, headers: Dict[str, str], key: str + ) -> Dict[str, Any]: + async def result_getter() -> Tuple[ + str, Optional[str], Optional[Dict[str, Any]] + ]: + result = await self._request_json_async( + "GET", url=url, params={"api-version": API_VERSION}, headers=headers + ) + return result["status"], result.get("error"), result.get(key) + + return await self._wait_for_operation_async( + result_getter=result_getter, + wait_statuses=["NotStarted", "Running"], + success_status="Succeeded", + ) + + @traced(name="documents_extract_with_model", run_type="uipath") + def extract_with_model( + self, + model_name: str, + file: Optional[FileContent] = None, + file_path: Optional[str] = None, + folder_key: Optional[str] = None, + ) -> ModelExtractionResponse: + """Extract data from a document with a model deployed to a folder. + + Args: + model_name (str): Name of the model deployed to the folder (e.g., "invoices-ixp"). + file (FileContent, optional): The document file to be processed. + file_path (str, optional): Path to the document file to be processed. + folder_key (str, optional): Key of the folder the model is deployed to. Defaults to the current folder. + + Note: + Either `file` or `file_path` must be provided, but not both. + + Returns: + ModelExtractionResponse: The extraction response containing the extracted data. + + Examples: + ```python + extraction_response = uipath.documents.extract_with_model( + model_name="invoices-ixp", + file_path="path/to/document.pdf", + ) + ``` + """ + _exactly_one_must_be_provided(file=file, file_path=file_path) + headers = self._model_headers(folder_key) + + with open(Path(file_path), "rb") if file_path else nullcontext(file) as handle: + document_id = self._request_json( + "POST", + url=_model_url(model_name, "digitization", "start"), + params={"api-version": API_VERSION}, + headers=headers, + files={"File": handle}, + )["documentId"] + self._wait_for_model_operation( + _model_url(model_name, "digitization", "result", document_id), + headers, + "result", + ) + operation_id = self._request_json( + "POST", + url=_model_url(model_name, "extraction", "start"), + params={"api-version": API_VERSION}, + headers=headers, + json={"documentId": document_id}, + )["operationId"] + result = self._wait_for_model_operation( + _model_url(model_name, "extraction", "result", operation_id), + headers, + "result", + ) + return ModelExtractionResponse.model_validate( + {**result, "modelName": model_name} + ) + + @traced(name="documents_extract_with_model_async", run_type="uipath") + async def extract_with_model_async( + self, + model_name: str, + file: Optional[FileContent] = None, + file_path: Optional[str] = None, + folder_key: Optional[str] = None, + ) -> ModelExtractionResponse: + """Asynchronous version of the [`extract_with_model`][uipath.platform.documents._documents_service.DocumentsService.extract_with_model] method.""" + _exactly_one_must_be_provided(file=file, file_path=file_path) + headers = self._model_headers(folder_key) + + with open(Path(file_path), "rb") if file_path else nullcontext(file) as handle: + document_id = ( + await self._request_json_async( + "POST", + url=_model_url(model_name, "digitization", "start"), + params={"api-version": API_VERSION}, + headers=headers, + files={"File": handle}, + ) + )["documentId"] + await self._wait_for_model_operation_async( + _model_url(model_name, "digitization", "result", document_id), + headers, + "result", + ) + operation_id = ( + await self._request_json_async( + "POST", + url=_model_url(model_name, "extraction", "start"), + params={"api-version": API_VERSION}, + headers=headers, + json={"documentId": document_id}, + ) + )["operationId"] + result = await self._wait_for_model_operation_async( + _model_url(model_name, "extraction", "result", operation_id), + headers, + "result", + ) + return ModelExtractionResponse.model_validate( + {**result, "modelName": model_name} + ) + @traced(name="documents_extract", run_type="uipath") def extract( self, diff --git a/packages/uipath-platform/src/uipath/platform/documents/documents.py b/packages/uipath-platform/src/uipath/platform/documents/documents.py index 42b48a99e..1d1ae8191 100644 --- a/packages/uipath-platform/src/uipath/platform/documents/documents.py +++ b/packages/uipath-platform/src/uipath/platform/documents/documents.py @@ -303,3 +303,21 @@ class StartExtractionResponse(StartOperationResponse): class StartExtractionValidationResponse(StartOperationResponse): """A model representing the response from starting an extraction validation operation.""" + + +class ModelExtractionResponse(BaseModel): + """A model representing the result of an extraction with a model deployed to a folder. + + Attributes: + extraction_result (ExtractionResult): The result of the extraction process. + model_name (str): The name of the deployed model. + """ + + model_config = ConfigDict( + serialize_by_alias=True, + validate_by_alias=True, + validate_by_name=True, + ) + + extraction_result: ExtractionResult = Field(alias="extractionResult") + model_name: str = Field(alias="modelName") diff --git a/packages/uipath-platform/tests/services/test_documents_service.py b/packages/uipath-platform/tests/services/test_documents_service.py index b1b560e3c..52b2e5a96 100644 --- a/packages/uipath-platform/tests/services/test_documents_service.py +++ b/packages/uipath-platform/tests/services/test_documents_service.py @@ -3916,3 +3916,159 @@ async def test_start_ixp_extraction_encodes_tag_in_url( # ASSERT assert response.operation_id == operation_id assert response.tag == "my tag/../v2" + + +class TestDocumentsServiceFolderModels: + @pytest.mark.parametrize("mode", ["sync", "async"]) + @pytest.mark.asyncio + async def test_extract_with_model( + self, + httpx_mock: HTTPXMock, + service: DocumentsService, + base_url: str, + org: str, + tenant: str, + ixp_extraction_response_v2: dict, # type: ignore + mode: str, + ): + # ARRANGE + document_id = str(uuid4()) + operation_id = str(uuid4()) + base = f"{base_url}{org}{tenant}/du_/api/framework/models/invoices-ixp" + folder_key = str(uuid4()) + headers = { + "X-UiPath-Internal-ConsumptionSourceType": "CodedAgents", + "x-uipath-folderkey": folder_key, + } + extraction_result = ixp_extraction_response_v2["extractionResult"] + + httpx_mock.add_response( + url=f"{base}/digitization/start?api-version=2.0", + match_headers=headers, + match_files={"File": b"test content"}, + json={"DocumentId": document_id}, + ) + httpx_mock.add_response( + url=f"{base}/digitization/result/{document_id}?api-version=2.0", + match_headers=headers, + json={"Status": "Succeeded", "Result": {}}, + ) + httpx_mock.add_response( + url=f"{base}/extraction/start?api-version=2.0", + match_headers=headers, + match_json={"documentId": document_id}, + json={"OperationId": operation_id}, + ) + httpx_mock.add_response( + url=f"{base}/extraction/result/{operation_id}?api-version=2.0", + match_headers=headers, + json={"Status": "Running"}, + ) + httpx_mock.add_response( + url=f"{base}/extraction/result/{operation_id}?api-version=2.0", + match_headers=headers, + json={ + "Status": "Succeeded", + "Result": {"ExtractionResult": extraction_result}, + }, + ) + + # ACT + if mode == "async": + response = await service.extract_with_model_async( + model_name="invoices-ixp", file=b"test content", folder_key=folder_key + ) + else: + response = service.extract_with_model( + model_name="invoices-ixp", file=b"test content", folder_key=folder_key + ) + + # ASSERT + assert response.model_name == "invoices-ixp" + assert response.extraction_result.document_id == extraction_result["DocumentId"] + assert ( + response.extraction_result.results_document + == extraction_result["ResultsDocument"] + ) + + @pytest.mark.parametrize("mode", ["sync", "async"]) + @pytest.mark.asyncio + async def test_extract_with_model_defaults_to_current_folder( + self, + httpx_mock: HTTPXMock, + config: UiPathApiConfig, + execution_context: UiPathExecutionContext, + monkeypatch: pytest.MonkeyPatch, + base_url: str, + org: str, + tenant: str, + ixp_extraction_response_v2: dict, # type: ignore + mode: str, + ): + # ARRANGE + folder_key = str(uuid4()) + monkeypatch.setenv("UIPATH_FOLDER_KEY", folder_key) + service = DocumentsService( + config=config, execution_context=execution_context, polling_interval=0 + ) + document_id = str(uuid4()) + operation_id = str(uuid4()) + base = f"{base_url}{org}{tenant}/du_/api/framework/models/my%20model" + headers = {"x-uipath-folderkey": folder_key} + + httpx_mock.add_response( + url=f"{base}/digitization/start?api-version=2.0", + match_headers=headers, + json={"DocumentId": document_id}, + ) + httpx_mock.add_response( + url=f"{base}/digitization/result/{document_id}?api-version=2.0", + match_headers=headers, + json={"Status": "Succeeded"}, + ) + httpx_mock.add_response( + url=f"{base}/extraction/start?api-version=2.0", + match_headers=headers, + json={"OperationId": operation_id}, + ) + httpx_mock.add_response( + url=f"{base}/extraction/result/{operation_id}?api-version=2.0", + match_headers=headers, + json={ + "Status": "Succeeded", + "Result": { + "ExtractionResult": ixp_extraction_response_v2["extractionResult"] + }, + }, + ) + + # ACT + if mode == "async": + response = await service.extract_with_model_async( + model_name="my model", file=b"test content" + ) + else: + response = service.extract_with_model( + model_name="my model", file=b"test content" + ) + + # ASSERT + assert response.model_name == "my model" + + @pytest.mark.parametrize("mode", ["sync", "async"]) + @pytest.mark.asyncio + async def test_extract_with_model_without_folder( + self, + service: DocumentsService, + mode: str, + ): + # ACT & ASSERT + with pytest.raises(ValueError, match="`folder_key` must be provided"): + if mode == "async": + await service.extract_with_model_async( + model_name="invoices-ixp", file=b"test content" + ) + else: + service.extract_with_model( + model_name="invoices-ixp", file=b"test content" + ) diff --git a/packages/uipath-platform/uv.lock b/packages/uipath-platform/uv.lock index b02fd2c40..99070bbf4 100644 --- a/packages/uipath-platform/uv.lock +++ b/packages/uipath-platform/uv.lock @@ -1095,7 +1095,7 @@ dev = [ [[package]] name = "uipath-platform" -version = "0.2.35" +version = "0.2.36" source = { editable = "." } dependencies = [ { name = "anyio" }, diff --git a/packages/uipath/uv.lock b/packages/uipath/uv.lock index 72e4bda1b..fc6abcd7a 100644 --- a/packages/uipath/uv.lock +++ b/packages/uipath/uv.lock @@ -2762,7 +2762,7 @@ wheels = [ [[package]] name = "uipath-platform" -version = "0.2.35" +version = "0.2.36" source = { editable = "../uipath-platform" } dependencies = [ { name = "anyio" },