From 6ef8226347dbdc6d9d3e04a0c6c16cdc7a1da45e Mon Sep 17 00:00:00 2001 From: Jake Poznanski Date: Tue, 1 Oct 2024 23:15:53 +0000 Subject: [PATCH] Can spit out anchor text for a gpt engine using pypdf, showing locations of images and text --- pdelfin/prompts/anchor.py | 102 ++++++++++++++++++++++++++++++++++-- tests/gnarly_pdfs/edgar.pdf | Bin 0 -> 192888 bytes tests/test_anchor.py | 33 +++++++----- 3 files changed, 117 insertions(+), 18 deletions(-) create mode 100644 tests/gnarly_pdfs/edgar.pdf diff --git a/pdelfin/prompts/anchor.py b/pdelfin/prompts/anchor.py index c6d9104..ac0741c 100644 --- a/pdelfin/prompts/anchor.py +++ b/pdelfin/prompts/anchor.py @@ -9,16 +9,22 @@ # coherency score best of these three import subprocess -from typing import Literal +import sys +import json +from dataclasses import dataclass +from typing import Literal, List -from pypdf import PdfReader import pypdfium2 as pdfium import pymupdf from pdelfin.filter.coherency import get_document_coherency +from pypdf import PdfReader +from pypdf.generic import RectangleObject +from pdelfin.prompts._adv_anchor import mult -def get_anchor_text(local_pdf_path: str, page: int, pdf_engine: Literal["pdftotext", "pdfium", "pymupdf", "pypdf", "topcoherency"]) -> str: + +def get_anchor_text(local_pdf_path: str, page: int, pdf_engine: Literal["pdftotext", "pdfium", "pymupdf", "pypdf", "topcoherency", "pdfreport"]) -> str: assert page > 0, "Pages are 1-indexed in pdf-land" if pdf_engine == "pdftotext": @@ -41,6 +47,10 @@ def get_anchor_text(local_pdf_path: str, page: int, pdf_engine: Literal["pdftote # return option with the best (highest) score (higher is more likley, as these are logprobs) return options[scores.index(max(scores))] + elif pdf_engine == "pdfreport": + return _linearize_pdf_report(_pdf_report(local_pdf_path, page)) + else: + raise NotImplementedError("Unknown engine") def _get_pdftotext(local_pdf_path: str, page: int) -> str: @@ -66,5 +76,89 @@ def _get_pypdf_raw(local_pdf_path: str, page: int) -> str: def _get_pdfium(local_pdf_path: str, page: int) -> str: pdf = pdfium.PdfDocument(local_pdf_path) textpage = pdf[page - 1].get_textpage() - return textpage.get_text_range() + return textpage.get_text_bounded() +def _transform_point(x, y, m): + x_new = m[0]*x + m[2]*y + m[4] + y_new = m[1]*x + m[3]*y + m[5] + return x_new, y_new + +@dataclass +class Element: + pass + +@dataclass +class BoundingBox: + x0: float + y0: float + x1: float + y1: float + + @staticmethod + def from_rectangle(rect: RectangleObject) -> "BoundingBox": + return BoundingBox(rect[0], rect[1], rect[2], rect[3]) + + +@dataclass +class TextElement(Element): + text: str + x: float + y: float + +@dataclass +class ImageElement(Element): + name: str + bbox: BoundingBox + +@dataclass +class PageReport: + mediabox: BoundingBox + elements: List[Element] + +def _pdf_report(local_pdf_path: str, page: int) -> PageReport: + reader = PdfReader(local_pdf_path) + page = reader.pages[page - 1] + resources = page.get("/Resources", {}) + xobjects = resources.get("/XObject", {}) + elements = [] + + def visitor_body(text, cm, tm, font_dict, font_size): + txt2user = mult(tm, cm) + elements.append(TextElement(text, txt2user[4], txt2user[5])) + + def visitor_op(op, args, cm, tm): + if op == b"Do": + xobject_name = args[0] + xobject = xobjects.get(xobject_name) + if xobject and xobject["/Subtype"] == "/Image": + # Compute image bbox + # The image is placed according to the CTM + width = xobject.get("/Width") + height = xobject.get("/Height") + x0, y0 = _transform_point(0, 0, cm) + x1, y1 = _transform_point(1, 1, cm) + elements.append(ImageElement(xobject_name, BoundingBox(min(x0, x1), min(y0, y1), max(x0, x1), max(y0, y1)))) + + page.extract_text(visitor_text=visitor_body, visitor_operand_before=visitor_op) + + return PageReport( + mediabox=BoundingBox.from_rectangle(page.mediabox), + elements=elements, + ) + + +def _linearize_pdf_report(report: PageReport) -> str: + result = "" + + result += f"Page dimensions: {report.mediabox.x1:.1f}x{report.mediabox.y1:.1f}\n" + + for index, element in enumerate(report.elements): + if isinstance(element, ImageElement): + result += f"[Image {element.bbox.x0:.0f}x{element.bbox.y0:.0f} to {element.bbox.x1:.0f}x{element.bbox.y1:.0f}]" + if isinstance(element, TextElement): + if len(element.text.strip()) == 0: + continue + + result += f"[{element.x:.0f}x{element.y:.0f}]{element.text}" + + return result diff --git a/tests/gnarly_pdfs/edgar.pdf b/tests/gnarly_pdfs/edgar.pdf new file mode 100644 index 0000000000000000000000000000000000000000..b9a1a1e7e35412d7712548b7f94941444888793e GIT binary patch literal 192888 zcmb5VcT`hB*FGA0lU}5R4nl$;UAi&xjOQ`R*~1>?#3RaM?&|L9g>Z7U2T?xI zKqKsZJ<&YEdY(b99v=1&WW>aIY=rgf9bHkro<1&$JW!M`!h`3wg2%v^$AU*f{E39j zlZQ4S9yKp74}>|wLC4kifsE8cF)7*Gjyez%J>B~}9}@BO)#?bo<`o^gNyZzac6rln9j5e;g$BUq?CG^GHxWP}k#mpzn!B z+I##LB>i8IhT4BX|2I@ugGZe5fiCQSzUKd_*VE;ZrhH(m#^a0jL;SzXdiY;i`aDvU 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_pdf_report, _linearize_pdf_report, get_anchor_text + class AnchorTest(unittest.TestCase): def testExtractText(self): - local_pdf_path = os.path.join(os.path.dirname(__file__), "gnarly_pdfs", "pdftotext_two_column_issue.pdf") + local_pdf_path = os.path.join(os.path.dirname(__file__), "gnarly_pdfs", "some_ocr1.pdf") reader = PdfReader(local_pdf_path) - page = reader.pages[1] + page = reader.pages[0] def visitor_body(text, cm, tm, font_dict, font_size): - print(repr(text)) + print(repr(text), cm, tm, font_size) - page.extract_text(visitor_text=visitor_body) + def visitor_op(op, args, cm, tm): + #print(op, args, cm, tm) + pass + + page.extract_text(visitor_text=visitor_body, visitor_operand_before=visitor_op) def testAnchorBase(self): local_pdf_path = os.path.join(os.path.dirname(__file__), "gnarly_pdfs", "pdftotext_two_column_issue.pdf") - from pdelfin.prompts._adv_anchor import extract_page - reader = PdfReader(local_pdf_path) - pypage = reader.pages[1] + report = _pdf_report(local_pdf_path, 2) - def visitor_body(text, cm, tm, font_dict, font_size): - print(repr(text)) + print(report) - extract_page(pypage, reader, visitor_text=visitor_body) + print(get_anchor_text(local_pdf_path, 2, pdf_engine="pdfreport")) - # report = parse_pdf(local_pdf_path) - # print(json.dumps(report, indent=1)) + def testAnchorImage(self): + local_pdf_path = os.path.join(os.path.dirname(__file__), "gnarly_pdfs", "some_ocr1.pdf") - # report = _pdf_report(local_pdf_path, 1) + report = _pdf_report(local_pdf_path, 2) - # print(json.dumps(report, indent=1)) \ No newline at end of file + print(report) + + print(get_anchor_text(local_pdf_path, 2, pdf_engine="pdfreport")) \ No newline at end of file