From eaf2fb287f6a14717b06872d6451c654ab2b6825 Mon Sep 17 00:00:00 2001 From: Nadeem Sajjad Date: Thu, 16 Jan 2025 00:48:07 +0530 Subject: [PATCH] community(pypdfloader): added page_label in metadata for pypdf loader (#29225) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit # Description ## Summary This PR adds support for handling multi-labeled page numbers in the **PyPDFLoader**. Some PDFs use complex page numbering systems where the actual content may begin after multiple introductory pages. The page_label field helps accurately reflect the document’s page structure, making it easier to handle such cases during document parsing. ## Motivation This feature improves document parsing accuracy by allowing users to access the actual page labels instead of relying only on the physical page numbers. This is particularly useful for documents where the first few pages have roman numerals or other non-standard page labels. ## Use Case This feature is especially useful for **Retrieval-Augmented Generation** (RAG) systems where users may reference page numbers when asking questions. Some PDFs have both labeled page numbers (like roman numerals for introductory sections) and index-based page numbers. For example, a user might ask: "What is mentioned on page 5?" The system can now check both: • **Index-based page number** (page) • **Labeled page number** (page_label) This dual-check helps improve retrieval accuracy. Additionally, the results can be validated with an **agent or tool** to ensure the retrieved pages match the user’s query contextually. ## Code Changes - Added a page_label field to the metadata of the Document class in **PyPDFLoader**. - Implemented support for retrieving page_label from the pdf_reader.page_labels. - Created a test case (test_pypdf_loader_with_multi_label_page_numbers) with a sample PDF containing multi-labeled pages (geotopo-komprimiert.pdf) [[Source of pdf](https://github.com/py-pdf/sample-files/blob/main/009-pdflatex-geotopo/GeoTopo-komprimiert.pdf)]. - Updated existing tests to ensure compatibility and verify page_label extraction. ## Tests Added - Added a new test case for a PDF with multi-labeled pages. - Verified both page and page_label metadata fields are correctly extracted. ## Screenshots image --- .../document_loaders/parsers/pdf.py | 6 ++++- .../sample_documents/geotopo-komprimiert.pdf | Bin 0 -> 209854 bytes .../unit_tests/document_loaders/test_pdf.py | 22 ++++++++++++++++++ 3 files changed, 27 insertions(+), 1 deletion(-) create mode 100644 libs/community/tests/unit_tests/document_loaders/sample_documents/geotopo-komprimiert.pdf diff --git a/libs/community/langchain_community/document_loaders/parsers/pdf.py b/libs/community/langchain_community/document_loaders/parsers/pdf.py index 00b4510ee66..063f863869f 100644 --- a/libs/community/langchain_community/document_loaders/parsers/pdf.py +++ b/libs/community/langchain_community/document_loaders/parsers/pdf.py @@ -123,7 +123,11 @@ class PyPDFParser(BaseBlobParser): Document( page_content=_extract_text_from_page(page=page) + self._extract_images_from_page(page), - metadata={"source": blob.source, "page": page_number}, + metadata={ + "source": blob.source, + "page": page_number, + "page_label": pdf_reader.page_labels[page_number], + }, # type: ignore[attr-defined] ) for page_number, page in enumerate(pdf_reader.pages) diff --git 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zKp2X^YbY6nM-Xfh2OSOf0S;mn2=Aj4-UpTsI;;y=J_tGkj4;nRt3K=}DI^LVp63)2 zNVEUP_#XAMck^`ed1|9=1lUEZ|- literal 0 HcmV?d00001 diff --git a/libs/community/tests/unit_tests/document_loaders/test_pdf.py b/libs/community/tests/unit_tests/document_loaders/test_pdf.py index ae7356ea495..62d4fe8cc6e 100644 --- a/libs/community/tests/unit_tests/document_loaders/test_pdf.py +++ b/libs/community/tests/unit_tests/document_loaders/test_pdf.py @@ -12,6 +12,10 @@ path_to_layout_pdf = ( Path(__file__).parent.parent / "document_loaders/sample_documents/layout-parser-paper.pdf" ) +path_to_multi_label_page_numbers_pdf = ( + Path(__file__).parent.parent + / "document_loaders/sample_documents/geotopo-komprimiert.pdf" +) path_to_layout_pdf_txt = ( Path(__file__).parent.parent.parent / "integration_tests/examples/layout-parser-paper-page-1.txt" @@ -32,6 +36,7 @@ def test_pypdf_loader() -> None: assert len(docs) == 16 for page, doc in enumerate(docs): assert doc.metadata["page"] == page + assert doc.metadata["page_label"] == str(page + 1) assert doc.metadata["source"].endswith("layout-parser-paper.pdf") assert len(doc.page_content) > 10 @@ -49,6 +54,7 @@ def test_pypdf_loader_with_layout() -> None: assert len(docs) == 16 for page, doc in enumerate(docs): assert doc.metadata["page"] == page + assert doc.metadata["page_label"] == str(page + 1) assert doc.metadata["source"].endswith("layout-parser-paper.pdf") assert len(doc.page_content) > 10 @@ -60,3 +66,19 @@ def test_pypdf_loader_with_layout() -> None: cleaned_first_page = re.sub(r"\x00", "", first_page) cleaned_expected = re.sub(r"\x00", "", expected) assert cleaned_first_page == cleaned_expected + + +@pytest.mark.requires("pypdf") +def test_pypdf_loader_with_multi_labled_page_numbers() -> None: + """Test PyPDFLoader with a pdf that contains multi-labled page numbers.""" + loader = PyPDFLoader(str(path_to_multi_label_page_numbers_pdf)) + docs = loader.load() + + assert len(docs) == 7 + + assert docs[0].metadata["page"] == 0 + assert docs[0].metadata["page_label"] == "i" + + # Since the actual page numbers in this pdf starts from 4th page + assert docs[3].metadata["page"] == 3 + assert docs[3].metadata["page_label"] == "1"