diff --git a/.libraries-whitelist.txt b/.libraries-whitelist.txt index 5bd0d5a48..06516cf0c 100644 --- a/.libraries-whitelist.txt +++ b/.libraries-whitelist.txt @@ -1,2 +1,3 @@ pkg_resources -tiktoken \ No newline at end of file +tiktoken +chardet diff --git a/packages/ragbits-document-search/pyproject.toml b/packages/ragbits-document-search/pyproject.toml index dc2802133..199f958b0 100644 --- a/packages/ragbits-document-search/pyproject.toml +++ b/packages/ragbits-document-search/pyproject.toml @@ -33,14 +33,17 @@ classifiers = [ ] dependencies = [ "numpy~=1.24.0", - "ragbits" + "ragbits", + "unstructured>=0.15.12", ] - [project.optional-dependencies] chromadb = [ "chromadb~=0.4.24", ] +gcs = [ + "gcloud-aio-storage~=9.3.0" +] [tool.uv] dev-dependencies = [ diff --git a/packages/ragbits-document-search/src/ragbits/document_search/_main.py b/packages/ragbits-document-search/src/ragbits/document_search/_main.py index e257a3935..0659dd40b 100644 --- a/packages/ragbits-document-search/src/ragbits/document_search/_main.py +++ b/packages/ragbits-document-search/src/ragbits/document_search/_main.py @@ -1,7 +1,8 @@ from ragbits.core.embeddings.base import Embeddings -from ragbits.document_search.documents.document import DocumentMeta +from ragbits.document_search.documents.document import DocumentMeta, DocumentType from ragbits.document_search.documents.element import Element from ragbits.document_search.ingestion.document_processor import DocumentProcessor +from ragbits.document_search.ingestion.providers.dummy import DummyProvider from ragbits.document_search.retrieval.rephrasers.base import QueryRephraser from ragbits.document_search.retrieval.rephrasers.noop import NoopQueryRephraser from ragbits.document_search.retrieval.rerankers.base import Reranker @@ -70,7 +71,7 @@ async def ingest_document(self, document: DocumentMeta) -> None: """ # TODO: This is a placeholder implementation. It should be replaced with a real implementation. - document_processor = DocumentProcessor() + document_processor = DocumentProcessor.from_config({DocumentType.TXT: DummyProvider()}) elements = await document_processor.process(document) vectors = await self.embedder.embed_text([element.get_key() for element in elements]) entries = [element.to_vector_db_entry(vector) for element, vector in zip(elements, vectors)] diff --git a/packages/ragbits-document-search/src/ragbits/document_search/documents/document.py b/packages/ragbits-document-search/src/ragbits/document_search/documents/document.py index 8469d8eb9..2ca2ec9a6 100644 --- a/packages/ragbits-document-search/src/ragbits/document_search/documents/document.py +++ b/packages/ragbits-document-search/src/ragbits/document_search/documents/document.py @@ -5,7 +5,7 @@ from pydantic import BaseModel, Field -from ragbits.document_search.documents.sources import LocalFileSource +from ragbits.document_search.documents.sources import GCSSource, LocalFileSource class DocumentType(str, Enum): @@ -13,6 +13,24 @@ class DocumentType(str, Enum): MD = "md" TXT = "txt" + PDF = "pdf" + CSV = "csv" + DOC = "doc" + DOCX = "docx" + HTML = "html" + EPUB = "epub" + XLSX = "xlsx" + XLS = "xls" + ORG = "org" + ODT = "odt" + PPT = "ppt" + PPTX = "pptx" + RST = "rst" + RTF = "rtf" + TSV = "tsv" + XML = "xml" + + UNKNOWN = "unknown" class DocumentMeta(BaseModel): @@ -21,7 +39,7 @@ class DocumentMeta(BaseModel): """ document_type: DocumentType - source: Union[LocalFileSource] = Field(..., discriminator="source_type") + source: Union[LocalFileSource, GCSSource] = Field(..., discriminator="source_type") @property def id(self) -> str: @@ -63,6 +81,22 @@ def create_text_document_from_literal(cls, content: str) -> "DocumentMeta": source=LocalFileSource(path=Path(temp_file.name)), ) + @classmethod + def from_local_path(cls, local_path: Path) -> "DocumentMeta": + """ + Create a document metadata from a local path. + + Args: + local_path: The local path to the document. + + Returns: + The document metadata. + """ + return cls( + document_type=DocumentType(local_path.suffix[1:]), + source=LocalFileSource(path=local_path), + ) + class Document(BaseModel): """ diff --git a/packages/ragbits-document-search/src/ragbits/document_search/documents/element.py b/packages/ragbits-document-search/src/ragbits/document_search/documents/element.py index 3c02daeb2..d521b7f70 100644 --- a/packages/ragbits-document-search/src/ragbits/document_search/documents/element.py +++ b/packages/ragbits-document-search/src/ragbits/document_search/documents/element.py @@ -13,7 +13,7 @@ class Element(BaseModel, ABC): """ element_type: str - document: DocumentMeta + document_meta: DocumentMeta _elements_registry: ClassVar[dict[str, type["Element"]]] = {} diff --git a/packages/ragbits-document-search/src/ragbits/document_search/documents/sources.py b/packages/ragbits-document-search/src/ragbits/document_search/documents/sources.py index e1fc9a4ce..3c7240dee 100644 --- a/packages/ragbits-document-search/src/ragbits/document_search/documents/sources.py +++ b/packages/ragbits-document-search/src/ragbits/document_search/documents/sources.py @@ -1,9 +1,20 @@ +import os +import tempfile from abc import ABC, abstractmethod from pathlib import Path from typing import Literal from pydantic import BaseModel +try: + from gcloud.aio.storage import Storage + + HAS_GCLOUD_AIO = True +except ImportError: + HAS_GCLOUD_AIO = False + +LOCAL_STORAGE_DIR_ENV = "LOCAL_STORAGE_DIR_ENV" + class Source(BaseModel, ABC): """ @@ -54,3 +65,59 @@ async def fetch(self) -> Path: The local path to the object fetched from the source. """ return self.path + + +class GCSSource(Source): + """ + An object representing a GCS file source. + """ + + source_type: Literal["gcs"] = "gcs" + + bucket: str + object_name: str + + def get_id(self) -> str: + """ + Get unique identifier of the object in the source. + + Returns: + Unique identifier. + """ + return f"gcs:gs://{self.bucket}/{self.object_name}" + + async def fetch(self) -> Path: + """ + Fetch the file from Google Cloud Storage and store it locally. + + The file is downloaded to a local directory specified by `local_dir`. If the file already exists locally, + it will not be downloaded again. If the file doesn't exist locally, it will be fetched from GCS. + The local directory is determined by the environment variable `LOCAL_STORAGE_DIR_ENV`. If this environment + variable is not set, a temporary directory is used. + + Returns: + Path: The local path to the downloaded file. + + Raises: + ImportError: If the required 'gcloud' package is not installed for Google Cloud Storage source. + """ + + if not HAS_GCLOUD_AIO: + raise ImportError("You need to install the 'gcloud-aio-storage' package to use Google Cloud Storage") + + if (local_dir_env := os.getenv(LOCAL_STORAGE_DIR_ENV)) is None: + local_dir = Path(tempfile.gettempdir()) + else: + local_dir = Path(local_dir_env) + + bucket_local_dir = local_dir / self.bucket + bucket_local_dir.mkdir(parents=True, exist_ok=True) + path = bucket_local_dir / self.object_name + + if not path.is_file(): + async with Storage() as client: + content = await client.download(self.bucket, self.object_name) + with open(path, mode="wb+") as file_object: + file_object.write(content) + + return path diff --git a/packages/ragbits-document-search/src/ragbits/document_search/ingestion/document_processor.py b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/document_processor.py index f11b42771..9a4f8ae56 100644 --- a/packages/ragbits-document-search/src/ragbits/document_search/ingestion/document_processor.py +++ b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/document_processor.py @@ -1,22 +1,68 @@ -""" -TODO: This module is mocked. To be deleted and replaced with a real implementation. -""" +import copy +from typing import Optional -from typing import List +from ragbits.document_search.documents.document import DocumentMeta, DocumentType +from ragbits.document_search.documents.element import Element +from ragbits.document_search.ingestion.providers.base import BaseProvider +from ragbits.document_search.ingestion.providers.unstructured import UnstructuredProvider -from ragbits.document_search.documents.document import DocumentMeta, TextDocument -from ragbits.document_search.documents.element import Element, TextElement +ProvidersConfig = dict[DocumentType, BaseProvider] + +DEFAULT_PROVIDERS_CONFIG: ProvidersConfig = { + DocumentType.TXT: UnstructuredProvider(), + DocumentType.MD: UnstructuredProvider(), + DocumentType.PDF: UnstructuredProvider(), + DocumentType.DOCX: UnstructuredProvider(), + DocumentType.DOC: UnstructuredProvider(), + DocumentType.PPTX: UnstructuredProvider(), + DocumentType.PPT: UnstructuredProvider(), + DocumentType.XLSX: UnstructuredProvider(), + DocumentType.XLS: UnstructuredProvider(), + DocumentType.CSV: UnstructuredProvider(), + DocumentType.HTML: UnstructuredProvider(), + DocumentType.EPUB: UnstructuredProvider(), + DocumentType.ORG: UnstructuredProvider(), + DocumentType.ODT: UnstructuredProvider(), + DocumentType.RST: UnstructuredProvider(), + DocumentType.RTF: UnstructuredProvider(), + DocumentType.TSV: UnstructuredProvider(), + DocumentType.XML: UnstructuredProvider(), +} class DocumentProcessor: """ A class with an implementation of Document Processor, allowing to process documents. - - TODO: probably this one should be replaced with something more generic, - allowing for passing different processors for different document types. """ - async def process(self, document_meta: DocumentMeta) -> List[Element]: + def __init__(self, providers: dict[DocumentType, BaseProvider]): + self._providers = providers + + @classmethod + def from_config(cls, providers_config: Optional[ProvidersConfig] = None) -> "DocumentProcessor": + """ + Create a DocumentProcessor from a configuration. If the configuration is not provided, the default configuration + will be used. If the configuration is provided, it will be merged with the default configuration, overriding + the default values for the document types that are defined in the configuration. + Example of the configuration: + { + DocumentType.TXT: YourCustomProviderClass(), + DocumentType.PDF: UnstructuredProvider(), + } + + Args: + providers_config: The dictionary with the providers configuration, mapping the document types to the + provider class. + + Returns: + The DocumentProcessor. + """ + config = copy.deepcopy(DEFAULT_PROVIDERS_CONFIG) + config.update(providers_config if providers_config is not None else {}) + + return cls(providers=config) + + async def process(self, document_meta: DocumentMeta) -> list[Element]: """ Process the document. @@ -24,12 +70,15 @@ async def process(self, document_meta: DocumentMeta) -> List[Element]: document_meta: The document to process. Returns: - The processed elements. - """ - document = await document_meta.fetch() + The list of elements extracted from the document. - if isinstance(document, TextDocument): - # for now just return the whole document as a single element - return [TextElement(document=document_meta, content=document.content)] + Raises: + ValueError: If the provider for the document type is not defined in the configuration. + """ + provider = self._providers.get(document_meta.document_type) + if provider is None: + raise ValueError( + f"Provider for {document_meta.document_type} is not defined in the configuration:" f" {self._providers}" + ) - return [] + return await provider.process(document_meta) diff --git a/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/__init__.py b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/base.py b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/base.py new file mode 100644 index 000000000..d046e7c70 --- /dev/null +++ b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/base.py @@ -0,0 +1,41 @@ +from abc import ABC, abstractmethod + +from ragbits.document_search.documents.document import DocumentMeta, DocumentType +from ragbits.document_search.documents.element import Element + + +class DocumentTypeNotSupportedError(Exception): + """Raised when the document type is not supported by the provider.""" + + def __init__(self, provider_name: str, document_type: DocumentType) -> None: + message = f"Document type {document_type} is not supported by the {provider_name}" + super().__init__(message) + + +class BaseProvider(ABC): + """A base class for the document processing providers.""" + + SUPPORTED_DOCUMENT_TYPES: set[DocumentType] + + @abstractmethod + async def process(self, document_meta: DocumentMeta) -> list[Element]: + """Process the document. + + Args: + document_meta: The document to process. + + Returns: + The list of elements extracted from the document. + """ + + def validate_document_type(self, document_type: DocumentType) -> None: + """Check if the provider supports the document type. + + Args: + document_type: The document type. + + Raises: + DocumentTypeNotSupportedError: If the document type is not supported. + """ + if document_type not in self.SUPPORTED_DOCUMENT_TYPES: + raise DocumentTypeNotSupportedError(provider_name=self.__class__.__name__, document_type=document_type) diff --git a/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/dummy.py b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/dummy.py new file mode 100644 index 000000000..712f31a09 --- /dev/null +++ b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/dummy.py @@ -0,0 +1,29 @@ +from ragbits.document_search.documents.document import DocumentMeta, DocumentType, TextDocument +from ragbits.document_search.documents.element import Element, TextElement +from ragbits.document_search.ingestion.providers.base import BaseProvider + + +class DummyProvider(BaseProvider): + """This is a mock provider that returns a TextElement with the content of the document. + It should be used for testing purposes only. + + TODO: Remove this provider after the implementation of the real providers. + """ + + SUPPORTED_DOCUMENT_TYPES = {DocumentType.TXT} + + async def process(self, document_meta: DocumentMeta) -> list[Element]: + """Process the text document. + + Args: + document_meta: The document to process. + + Returns: + List with a single TextElement containing the content of the document. + """ + self.validate_document_type(document_meta.document_type) + + document = await document_meta.fetch() + if isinstance(document, TextDocument): + return [TextElement(content=document.content, document_meta=document_meta)] + return [] diff --git a/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/unstructured.py b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/unstructured.py new file mode 100644 index 000000000..037bed342 --- /dev/null +++ b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/providers/unstructured.py @@ -0,0 +1,96 @@ +import os +from io import BytesIO +from typing import Optional + +from unstructured.documents.elements import Element as UnstructuredElement +from unstructured.partition.api import partition_via_api + +from ragbits.document_search.documents.document import DocumentMeta, DocumentType +from ragbits.document_search.documents.element import Element, TextElement +from ragbits.document_search.ingestion.providers.base import BaseProvider + +DEFAULT_PARTITION_KWARGS: dict = { + "strategy": "hi_res", + "languages": ["eng"], + "split_pdf_page": True, + "split_pdf_allow_failed": True, + "split_pdf_concurrency_level": 15, +} + +UNSTRUCTURED_API_KEY_ENV = "UNSTRUCTURED_API_KEY" +UNSTRUCTURED_API_URL_ENV = "UNSTRUCTURED_API_URL" + + +class UnstructuredProvider(BaseProvider): + """ + A provider that uses the Unstructured API to process the documents. + """ + + SUPPORTED_DOCUMENT_TYPES = { + DocumentType.TXT, + DocumentType.MD, + DocumentType.PDF, + DocumentType.DOCX, + DocumentType.DOC, + DocumentType.PPTX, + DocumentType.PPT, + DocumentType.XLSX, + DocumentType.XLS, + DocumentType.CSV, + DocumentType.HTML, + DocumentType.EPUB, + DocumentType.ORG, + DocumentType.ODT, + DocumentType.RST, + DocumentType.RTF, + DocumentType.TSV, + DocumentType.XML, + } + + def __init__(self, partition_kwargs: Optional[dict] = None): + """Initialize the UnstructuredProvider. + + Args: + partition_kwargs: The additional arguments for the partitioning. Refer to the Unstructured API documentation + for the available options: https://docs.unstructured.io/api-reference/api-services/api-parameters + """ + self.partition_kwargs = partition_kwargs or DEFAULT_PARTITION_KWARGS + + async def process(self, document_meta: DocumentMeta) -> list[Element]: + """Process the document using the Unstructured API. + + Args: + document_meta: The document to process. + + Returns: + The list of elements extracted from the document. + + Raises: + ValueError: If the UNSTRUCTURED_API_KEY or UNSTRUCTURED_API_URL environment variables are not set. + DocumentTypeNotSupportedError: If the document type is not supported. + + """ + self.validate_document_type(document_meta.document_type) + if (api_key := os.getenv(UNSTRUCTURED_API_KEY_ENV)) is None: + raise ValueError(f"{UNSTRUCTURED_API_KEY_ENV} environment variable is not set") + if (api_url := os.getenv(UNSTRUCTURED_API_URL_ENV)) is None: + raise ValueError(f"{UNSTRUCTURED_API_URL_ENV} environment variable is not set") + + document = await document_meta.fetch() + + # TODO: Currently this is a blocking call. It should be made async. + elements = partition_via_api( + file=BytesIO(document.local_path.read_bytes()), + metadata_filename=document.local_path.name, + api_key=api_key, + api_url=api_url, + **self.partition_kwargs, + ) + return [_to_text_element(element, document_meta) for element in elements] + + +def _to_text_element(element: UnstructuredElement, document_meta: DocumentMeta) -> TextElement: + return TextElement( + document_meta=document_meta, + content=element.text, + ) diff --git a/packages/ragbits-document-search/tests/helpers.py b/packages/ragbits-document-search/tests/helpers.py new file mode 100644 index 000000000..4ed552e5f --- /dev/null +++ b/packages/ragbits-document-search/tests/helpers.py @@ -0,0 +1,5 @@ +import os + + +def env_vars_not_set(env_vars: list[str]) -> bool: + return all([os.environ.get(env_var) is None for env_var in env_vars]) diff --git a/packages/ragbits-document-search/tests/integration/__init__.py b/packages/ragbits-document-search/tests/integration/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/packages/ragbits-document-search/tests/integration/test_unstructured.py b/packages/ragbits-document-search/tests/integration/test_unstructured.py new file mode 100644 index 000000000..a48c1f49b --- /dev/null +++ b/packages/ragbits-document-search/tests/integration/test_unstructured.py @@ -0,0 +1,72 @@ +from pathlib import Path + +import pytest + +from ragbits.document_search.documents.document import DocumentMeta, DocumentType +from ragbits.document_search.ingestion.document_processor import DocumentProcessor +from ragbits.document_search.ingestion.providers.unstructured import ( + DEFAULT_PARTITION_KWARGS, + UNSTRUCTURED_API_KEY_ENV, + UNSTRUCTURED_API_URL_ENV, + UnstructuredProvider, +) + +from ..helpers import env_vars_not_set + + +@pytest.mark.skipif( + env_vars_not_set([UNSTRUCTURED_API_URL_ENV, UNSTRUCTURED_API_KEY_ENV]), + reason="Unstructured API environment variables not set", +) +async def test_document_processor_processes_text_document_with_unstructured_provider(): + document_processor = DocumentProcessor.from_config() + document_meta = DocumentMeta.create_text_document_from_literal("Name of Peppa's brother is George.") + + elements = await document_processor.process(document_meta) + + assert isinstance(document_processor._providers[DocumentType.TXT], UnstructuredProvider) + assert len(elements) == 1 + assert elements[0].content == "Name of Peppa's brother is George" + + +@pytest.mark.skipif( + env_vars_not_set([UNSTRUCTURED_API_URL_ENV, UNSTRUCTURED_API_KEY_ENV]), + reason="Unstructured API environment variables not set", +) +async def test_document_processor_processes_md_document_with_unstructured_provider(): + document_processor = DocumentProcessor.from_config() + document_meta = DocumentMeta.from_local_path(Path(__file__).parent.parent.parent.parent.parent / "README.md") + + elements = await document_processor.process(document_meta) + + assert len(elements) > 0 + assert elements[0].content == "Ragbits" + + +@pytest.mark.skipif( + env_vars_not_set([UNSTRUCTURED_API_URL_ENV, UNSTRUCTURED_API_KEY_ENV]), + reason="Unstructured API environment variables not set", +) +async def test_unstructured_provider_document_with_default_partition_kwargs(): + document_meta = DocumentMeta.create_text_document_from_literal("Name of Peppa's brother is George.") + unstructured_provider = UnstructuredProvider() + elements = await unstructured_provider.process(document_meta) + + assert unstructured_provider.partition_kwargs == DEFAULT_PARTITION_KWARGS + assert len(elements) == 1 + assert elements[0].content == "Name of Peppa's brother is George." + + +@pytest.mark.skipif( + env_vars_not_set([UNSTRUCTURED_API_URL_ENV, UNSTRUCTURED_API_KEY_ENV]), + reason="Unstructured API environment variables not set", +) +async def test_unstructured_provider_document_with_custom_partition_kwargs(): + document_meta = DocumentMeta.create_text_document_from_literal("Name of Peppa's brother is George.") + partition_kwargs = {"languages": ["pl"], "strategy": "fast"} + unstructured_provider = UnstructuredProvider(partition_kwargs=partition_kwargs) + elements = await unstructured_provider.process(document_meta) + + assert unstructured_provider.partition_kwargs == partition_kwargs + assert len(elements) == 1 + assert elements[0].content == "Name of Peppa's brother is George." diff --git a/packages/ragbits-document-search/tests/unit/test_document_processor.py b/packages/ragbits-document-search/tests/unit/test_document_processor.py new file mode 100644 index 000000000..f329e8b39 --- /dev/null +++ b/packages/ragbits-document-search/tests/unit/test_document_processor.py @@ -0,0 +1,15 @@ +from ragbits.document_search.documents.document import DocumentMeta, DocumentType +from ragbits.document_search.ingestion.document_processor import DocumentProcessor +from ragbits.document_search.ingestion.providers.dummy import DummyProvider + + +async def test_document_processor_processes_text_document_with_dummy_provider(): + providers_config = {DocumentType.TXT: DummyProvider()} + document_processor = DocumentProcessor.from_config(providers_config) + document_meta = DocumentMeta.create_text_document_from_literal("Name of Peppa's brother is George") + + elements = await document_processor.process(document_meta) + + assert isinstance(document_processor._providers[DocumentType.TXT], DummyProvider) + assert len(elements) == 1 + assert elements[0].content == "Name of Peppa's brother is George" diff --git a/packages/ragbits-document-search/tests/unit/test_elements.py b/packages/ragbits-document-search/tests/unit/test_elements.py index 44ddb1838..bb213ca7d 100644 --- a/packages/ragbits-document-search/tests/unit/test_elements.py +++ b/packages/ragbits-document-search/tests/unit/test_elements.py @@ -18,7 +18,10 @@ def get_key(self) -> str: metadata={ "element_type": "custom_element", "foo": "bar", - "document": {"document_type": "txt", "source": {"source_type": "local_file", "path": "/example/path"}}, + "document_meta": { + "document_type": "txt", + "source": {"source_type": "local_file", "path": "/example/path"}, + }, }, ) ) @@ -26,5 +29,5 @@ def get_key(self) -> str: assert isinstance(element, MyElement) assert element.foo == "bar" assert element.get_key() == "barbar" - assert element.document.document_type == DocumentType.TXT - assert element.document.source.source_type == "local_file" + assert element.document_meta.document_type == DocumentType.TXT + assert element.document_meta.source.source_type == "local_file" diff --git a/packages/ragbits-document-search/tests/unit/test_gcs_source.py b/packages/ragbits-document-search/tests/unit/test_gcs_source.py new file mode 100644 index 000000000..df390361f --- /dev/null +++ b/packages/ragbits-document-search/tests/unit/test_gcs_source.py @@ -0,0 +1,22 @@ +import os +from pathlib import Path + +import aiohttp +import pytest + +from ragbits.document_search.documents.sources import GCSSource + +TEST_FILE_PATH = Path(__file__) + +os.environ["LOCAL_STORAGE_DIR_ENV"] = TEST_FILE_PATH.parent.as_posix() + + +async def test_gcs_source_fetch(): + source = GCSSource(bucket="", object_name="test_gcs_source.py") + + path = await source.fetch() + assert path == TEST_FILE_PATH + + source = GCSSource(bucket="", object_name="not_found_file.py") + with pytest.raises(aiohttp.ClientConnectorError): + await source.fetch() diff --git a/packages/ragbits-document-search/tests/unit/test_providers.py b/packages/ragbits-document-search/tests/unit/test_providers.py new file mode 100644 index 000000000..5bde8e526 --- /dev/null +++ b/packages/ragbits-document-search/tests/unit/test_providers.py @@ -0,0 +1,43 @@ +import pytest +from dotenv import load_dotenv + +from ragbits.document_search.documents.document import DocumentMeta, DocumentType +from ragbits.document_search.ingestion.providers.base import DocumentTypeNotSupportedError +from ragbits.document_search.ingestion.providers.unstructured import ( + UNSTRUCTURED_API_KEY_ENV, + UNSTRUCTURED_API_URL_ENV, + UnstructuredProvider, +) + +load_dotenv() + + +@pytest.mark.parametrize("document_type", UnstructuredProvider.SUPPORTED_DOCUMENT_TYPES) +def test_unsupported_provider_validates_supported_document_types_passes(document_type: DocumentType): + UnstructuredProvider().validate_document_type(document_type) + + +def test_unsupported_provider_validates_supported_document_types_fails(): + with pytest.raises(DocumentTypeNotSupportedError) as err: + UnstructuredProvider().validate_document_type(DocumentType.UNKNOWN) + + assert "Document type unknown is not supported by the UnstructuredProvider" in str(err.value) + + +async def test_unstructured_provider_raises_value_error_when_api_key_not_set(): + with pytest.raises(ValueError) as err: + await UnstructuredProvider().process( + DocumentMeta.create_text_document_from_literal("Name of Peppa's brother is George.") + ) + + assert f"{UNSTRUCTURED_API_KEY_ENV} environment variable is not set" in str(err.value) + + +async def test_unstructured_provider_raises_value_error_when_api_url_not_set(monkeypatch: pytest.MonkeyPatch): + monkeypatch.setenv(UNSTRUCTURED_API_KEY_ENV, "dummy_key") + with pytest.raises(ValueError) as err: + await UnstructuredProvider().process( + DocumentMeta.create_text_document_from_literal("Name of Peppa's brother is George.") + ) + + assert f"{UNSTRUCTURED_API_URL_ENV} environment variable is not set" in str(err.value) diff --git a/packages/ragbits-document-search/tests/unit/test_simple_vector_store.py b/packages/ragbits-document-search/tests/unit/test_simple_vector_store.py index bad254036..4c47bc962 100644 --- a/packages/ragbits-document-search/tests/unit/test_simple_vector_store.py +++ b/packages/ragbits-document-search/tests/unit/test_simple_vector_store.py @@ -9,10 +9,10 @@ async def test_simple_vector_store(): store = InMemoryVectorStore() - document = DocumentMeta(document_type=DocumentType.TXT, source=LocalFileSource(path=Path("test.txt"))) + document_meta = DocumentMeta(document_type=DocumentType.TXT, source=LocalFileSource(path=Path("test.txt"))) elements = [ - (TextElement(content="dog", document=document), [0.5, 0.5]), - (TextElement(content="cat", document=document), [0.6, 0.6]), + (TextElement(content="dog", document_meta=document_meta), [0.5, 0.5]), + (TextElement(content="cat", document_meta=document_meta), [0.6, 0.6]), ] entries = [element[0].to_vector_db_entry(vector=element[1]) for element in elements] diff --git a/pyproject.toml b/pyproject.toml index 41edb6525..e26809844 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,10 +7,11 @@ requires-python = ">=3.10" dependencies = [ "ragbits[litellm,local]", "ragbits-dev-kit", - "ragbits-document-search[chromadb]", + "ragbits-document-search[chromadb,gcs]", "ragbits-cli" ] + [tool.uv] dev-dependencies = [ "pre-commit~=3.8.0", diff --git a/uv.lock b/uv.lock 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