From 776e072a6aa233b9a32bf6bfc1a954990ec000ca Mon Sep 17 00:00:00 2001 From: nastyboget Date: Thu, 12 Mar 2026 11:39:14 +0300 Subject: [PATCH 1/8] TALIE-1213: move binarization before angle correction --- .../pdf_image_reader/pdf_image_reader.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py b/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py index 1c759033..78b24e18 100644 --- a/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py +++ b/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py @@ -68,19 +68,19 @@ def _process_one_page(self, import cv2 from dedoc.utils.parameter_utils import get_path_param - # --- Step 1: correct orientation and detect column count --- + # --- Step 1: do binarization --- + if parameters.need_binarization: + image, _ = self.binarizer.preprocess(image) + if self.config.get("debug_mode", False): + debug_dir = get_path_param(self.config, "path_debug") + cv2.imwrite(os.path.join(debug_dir, f"{datetime.now().strftime('%H-%M-%S')}_result_binarization.jpg"), image) + + # --- Step 2: correct orientation and detect column count --- self.page_number = page_number rotated_image, is_one_column_document, angle = self._detect_column_count_and_orientation(image, parameters) if self.config.get("debug_mode", False): self.logger.info(f"Angle page rotation = {angle}") - # --- Step 2: do binarization --- - if parameters.need_binarization: - rotated_image, _ = self.binarizer.preprocess(rotated_image) - if self.config.get("debug_mode", False): - debug_dir = get_path_param(self.config, "path_debug") - cv2.imwrite(os.path.join(debug_dir, f"{datetime.now().strftime('%H-%M-%S')}_result_binarization.jpg"), rotated_image) - # --- Step 3: table detection and recognition --- if parameters.need_pdf_table_analysis: clean_image, tables = self.table_recognizer.recognize_tables_from_image( From 1c9a62f8ada0637812af639cf9f71148d1bcade8 Mon Sep 17 00:00:00 2001 From: Nasty Date: Thu, 12 Mar 2026 17:37:11 +0300 Subject: [PATCH 2/8] TALIE-1213: added image attachments extractor --- .../image_attachments_extractor.py | 90 +++++++++++++++++++ pyproject.toml | 2 +- 2 files changed, 91 insertions(+), 1 deletion(-) create mode 100644 dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py diff --git a/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py b/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py new file mode 100644 index 00000000..7069c085 --- /dev/null +++ b/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py @@ -0,0 +1,90 @@ +import uuid +from typing import Dict, Iterable, List, Optional + +from dedocutils.data_structures.bbox import BBox +from numpy import ndarray +from torch import Tensor + +from dedoc.attachments_extractors.abstract_attachment_extractor import AbstractAttachmentsExtractor +from dedoc.readers.pdf_reader.data_classes.pdf_image_attachment import PdfImageAttachment + + +class ImageAttachmentsExtractor(AbstractAttachmentsExtractor): + """ + Extract attachments from image files. + """ + def __init__(self, *, config: Optional[dict] = None) -> None: + from dedoc.extensions import recognized_extensions, recognized_mimes + super().__init__(config=config, recognized_extensions=recognized_extensions.image_like_format, recognized_mimes=recognized_mimes.image_like_format) + self._classes = { + 2, # Formula + 6 # Picture + } + self._image_processor = None + self._model = None + self._model_name = "docling-project/docling-layout-heron" + self._threshold = 0.7 + + def _predict(self, image: ndarray) -> Iterable[Dict[str, Tensor]]: + import torch + from transformers import RTDetrImageProcessor, RTDetrV2ForObjectDetection + + if self._image_processor is None: + self._image_processor = RTDetrImageProcessor.from_pretrained(self._model_name) + + if self._model is None: + self._model = RTDetrV2ForObjectDetection.from_pretrained(self._model_name) + + inputs = self._image_processor(images=[image], return_tensors="pt") + with torch.no_grad(): + outputs = self._model(**inputs) + + results = self._image_processor.post_process_object_detection(outputs, target_sizes=torch.tensor([image.shape[:-1]]), threshold=self._threshold) + return results + + def extract(self, file_path: str, parameters: Optional[dict] = None) -> List[PdfImageAttachment]: + """ + Get attachments from the given image using a document layout analysis method https://huggingface.co/docling-project/docling-layout-heron. + + Look to the :class:`~dedoc.attachments_extractors.AbstractAttachmentsExtractor` documentation to get the information about the methods' parameters. + """ + import cv2 + import os + from dedoc.utils.parameter_utils import get_param_need_content_analysis, get_param_attachments_dir + from dedoc.utils.utils import get_unique_name + from dedoc.readers.pdf_reader.data_classes.tables.location import Location + + parameters = {} if parameters is None else parameters + tmpdir, filename = os.path.split(file_path) + attachments_dir = get_param_attachments_dir(parameters, tmpdir) + attachments = [] + + image = cv2.imread(file_path) + image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB) + predictions = self._predict(image) + + for prediction in predictions: + for label_id, box in zip(prediction["labels"], prediction["boxes"]): + if label_id.item() not in self._classes: + continue + + box = [round(i) for i in box.tolist()] + x_top_left, x_bottom_right = box[0], min(box[2], image.shape[1]) + y_top_left, y_bottom_right = box[1], min(box[3], image.shape[0]) + part = image[y_top_left:y_bottom_right, x_top_left:x_bottom_right] + image_location = Location(page_number=0, bbox=BBox.from_two_points((x_top_left, y_top_left), (x_bottom_right, y_bottom_right))) + + tmp_file_name = get_unique_name(filename) + tmp_file_path = os.path.join(attachments_dir, tmp_file_name) + cv2.imwrite(tmp_file_path, cv2.cvtColor(part, cv2.COLOR_RGB2BGR)) + + image_attachment = PdfImageAttachment( + original_name=tmp_file_name, + tmp_file_path=tmp_file_path, + need_content_analysis=get_param_need_content_analysis(parameters), + uid=f"attach_{uuid.uuid4()}", + location=image_location + ) + attachments.append(image_attachment) + + return attachments diff --git a/pyproject.toml b/pyproject.toml index 46869cf1..9badac73 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -37,7 +37,7 @@ where = ["."] include = ["dedoc*"] [project.optional-dependencies] -torch = ["torch~=1.11.0", "torchvision~=0.12.0"] +torch = ["torch~=1.11.0", "torchvision~=0.12.0", "transformers~=4.49.0"] docs = [ "docutils==0.18.1", "Sphinx==6.2.1", From 81092cc3da23a7c5faf5700f075210cc2028dc5b Mon Sep 17 00:00:00 2001 From: Nasty Date: Fri, 13 Mar 2026 14:19:48 +0300 Subject: [PATCH 3/8] TALIE-1213: use attachments extractor in PdfImageReader --- .flake8 | 1 + dedoc/attachments_extractors/__init__.py | 3 ++- .../image_attachments_extractor.py | 4 ++-- .../pdf_image_reader/pdf_image_reader.py | 21 ++++++++++++++++++- 4 files changed, 25 insertions(+), 4 deletions(-) diff --git a/.flake8 b/.flake8 index c0511db7..6ceb856f 100644 --- a/.flake8 +++ b/.flake8 @@ -30,6 +30,7 @@ exclude = venv, .venv, build, + etc, dedoc.egg-info, docs/_build, scripts/fintoc2022/metric.py diff --git a/dedoc/attachments_extractors/__init__.py b/dedoc/attachments_extractors/__init__.py index 5fca697e..6c2fca6c 100644 --- a/dedoc/attachments_extractors/__init__.py +++ b/dedoc/attachments_extractors/__init__.py @@ -2,9 +2,10 @@ from .concrete_attachments_extractors.abstract_office_attachments_extractor import AbstractOfficeAttachmentsExtractor from .concrete_attachments_extractors.docx_attachments_extractor import DocxAttachmentsExtractor from .concrete_attachments_extractors.excel_attachments_extractor import ExcelAttachmentsExtractor +from .concrete_attachments_extractors.image_attachments_extractor import ImageAttachmentsExtractor from .concrete_attachments_extractors.json_attachment_extractor import JsonAttachmentsExtractor from .concrete_attachments_extractors.pdf_attachments_extractor import PDFAttachmentsExtractor from .concrete_attachments_extractors.pptx_attachments_extractor import PptxAttachmentsExtractor __all__ = ['AbstractAttachmentsExtractor', 'AbstractOfficeAttachmentsExtractor', 'DocxAttachmentsExtractor', 'ExcelAttachmentsExtractor', - 'JsonAttachmentsExtractor', 'PDFAttachmentsExtractor', 'PptxAttachmentsExtractor'] + 'ImageAttachmentsExtractor', 'JsonAttachmentsExtractor', 'PDFAttachmentsExtractor', 'PptxAttachmentsExtractor'] diff --git a/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py b/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py index 7069c085..ea1aa3a1 100644 --- a/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py +++ b/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py @@ -69,8 +69,8 @@ def extract(self, file_path: str, parameters: Optional[dict] = None) -> List[Pdf continue box = [round(i) for i in box.tolist()] - x_top_left, x_bottom_right = box[0], min(box[2], image.shape[1]) - y_top_left, y_bottom_right = box[1], min(box[3], image.shape[0]) + x_top_left, x_bottom_right = max(0, box[0]), min(box[2], image.shape[1]) + y_top_left, y_bottom_right = max(0, box[1]), min(box[3], image.shape[0]) part = image[y_top_left:y_bottom_right, x_top_left:x_bottom_right] image_location = Location(page_number=0, bbox=BBox.from_two_points((x_top_left, y_top_left), (x_bottom_right, y_bottom_right))) diff --git a/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py b/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py index 78b24e18..e541c2b3 100644 --- a/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py +++ b/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py @@ -34,6 +34,7 @@ class PdfImageReader(PdfBaseReader): def __init__(self, *, config: Optional[dict] = None) -> None: from dedocutils.preprocessing import AdaptiveBinarizer, SkewCorrector + from dedoc.attachments_extractors.concrete_attachments_extractors.image_attachments_extractor import ImageAttachmentsExtractor from dedoc.readers.pdf_reader.pdf_image_reader.columns_orientation_classifier.columns_orientation_classifier import ColumnsOrientationClassifier from dedoc.readers.pdf_reader.pdf_image_reader.ocr.ocr_line_extractor import OCRLineExtractor from dedoc.config import get_config @@ -53,6 +54,7 @@ def __init__(self, *, config: Optional[dict] = None) -> None: config=self.config) self.binarizer = AdaptiveBinarizer() self.ocr = OCRLineExtractor(config=self.config) + self.attachments_extractor = ImageAttachmentsExtractor(config=self.config) self.page_number = None def read(self, file_path: str, parameters: Optional[dict] = None) -> UnstructuredDocument: @@ -66,8 +68,11 @@ def _process_one_page(self, import os from datetime import datetime import cv2 + from dedocutils.utils import rotate_image from dedoc.utils.parameter_utils import get_path_param + from dedoc.utils.utils import get_unique_name + initial_image = image # --- Step 1: do binarization --- if parameters.need_binarization: image, _ = self.binarizer.preprocess(image) @@ -94,8 +99,22 @@ def _process_one_page(self, # --- Step 4: plain text recognition and text style detection --- page = self.ocr.split_image2lines(image=clean_image, language=parameters.language, is_one_column_document=is_one_column_document, page_num=page_number) - lines = self.metadata_extractor.extract_metadata_and_set_annotations(page_with_lines=page) + + # --- Step 5: image detection --- + if parameters.with_attachments: + tmpdir = os.path.split(path)[0] + tmp_file_path = os.path.join(tmpdir, get_unique_name("rotated.png")) + non_binarized_rotated_image = rotate_image(initial_image, angle) + cv2.imwrite(tmp_file_path, non_binarized_rotated_image) + attached_images = [] + + for attach in self.attachments_extractor.extract(file_path=tmp_file_path, parameters=dict(zip(parameters._fields, parameters))): + attach.location.page_number = page_number + attached_images.append(attach) + + page.attachments.extend(attached_images) + return lines, tables, page.attachments, [angle] def _detect_column_count_and_orientation(self, image: ndarray, parameters: ParametersForParseDoc) -> Tuple[ndarray, bool, float]: From fa83e605ef982b140f473e4ad823ad2ce1b92278 Mon Sep 17 00:00:00 2001 From: Nasty Date: Fri, 13 Mar 2026 15:00:15 +0300 Subject: [PATCH 4/8] TALIE-1213: added docs and model downloading --- .../image_attachments_extractor.py | 16 ++++++++-- dedoc/download_models.py | 31 +++++++++++++------ .../data_classes/tables/location.py | 4 +-- .../source/modules/attachments_extractors.rst | 4 +++ docs/source/readers_output/annotations.rst | 4 +-- 5 files changed, 42 insertions(+), 17 deletions(-) diff --git a/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py b/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py index ea1aa3a1..dfcc2165 100644 --- a/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py +++ b/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py @@ -1,3 +1,4 @@ +import os import uuid from typing import Dict, Iterable, List, Optional @@ -6,7 +7,7 @@ from torch import Tensor from dedoc.attachments_extractors.abstract_attachment_extractor import AbstractAttachmentsExtractor -from dedoc.readers.pdf_reader.data_classes.pdf_image_attachment import PdfImageAttachment +from dedoc.data_structures.attached_file import AttachedFile class ImageAttachmentsExtractor(AbstractAttachmentsExtractor): @@ -15,6 +16,7 @@ class ImageAttachmentsExtractor(AbstractAttachmentsExtractor): """ def __init__(self, *, config: Optional[dict] = None) -> None: from dedoc.extensions import recognized_extensions, recognized_mimes + from dedoc.config import get_config super().__init__(config=config, recognized_extensions=recognized_extensions.image_like_format, recognized_mimes=recognized_mimes.image_like_format) self._classes = { 2, # Formula @@ -22,7 +24,14 @@ def __init__(self, *, config: Optional[dict] = None) -> None: } self._image_processor = None self._model = None - self._model_name = "docling-project/docling-layout-heron" + + model_path = os.path.join(get_config()["resources_path"], "layout_model") + if os.path.exists(model_path): + self._model_name = model_path + self.logger.info("Using locally saved layout analysis model") + else: + self._model_name = "docling-project/docling-layout-heron" + self.logger.info("Layout analysis model will be loaded from huggingface") self._threshold = 0.7 def _predict(self, image: ndarray) -> Iterable[Dict[str, Tensor]]: @@ -42,7 +51,7 @@ def _predict(self, image: ndarray) -> Iterable[Dict[str, Tensor]]: results = self._image_processor.post_process_object_detection(outputs, target_sizes=torch.tensor([image.shape[:-1]]), threshold=self._threshold) return results - def extract(self, file_path: str, parameters: Optional[dict] = None) -> List[PdfImageAttachment]: + def extract(self, file_path: str, parameters: Optional[dict] = None) -> List[AttachedFile]: """ Get attachments from the given image using a document layout analysis method https://huggingface.co/docling-project/docling-layout-heron. @@ -53,6 +62,7 @@ def extract(self, file_path: str, parameters: Optional[dict] = None) -> List[Pdf from dedoc.utils.parameter_utils import get_param_need_content_analysis, get_param_attachments_dir from dedoc.utils.utils import get_unique_name from dedoc.readers.pdf_reader.data_classes.tables.location import Location + from dedoc.readers.pdf_reader.data_classes.pdf_image_attachment import PdfImageAttachment parameters = {} if parameters is None else parameters tmpdir, filename = os.path.split(file_path) diff --git a/dedoc/download_models.py b/dedoc/download_models.py index cdc02d15..7dd4b2ad 100644 --- a/dedoc/download_models.py +++ b/dedoc/download_models.py @@ -1,18 +1,19 @@ """Downloading models in advance inside the docker container.""" """ -These are versions of the models that are used at the current moment - hashes of commits from https://huggingface.co/dedoc. +These are versions of the models that are used at the current moment - hashes of commits from https://huggingface.co/dedoc and other users. Keys are the names of repositories with models. """ -model_hash_dict = dict( - txtlayer_classifier="9ca1de749d8d37147b00a3a228e03ee1776c695f", - scan_orientation_efficient_net_b0="c60812552a1be624476c1e5b58599867b36f8d4e", - font_classifier="db4481ad60ab050cbb42079b64f97f9e431feb07", - paragraph_classifier="97c4b78bc20d87ec7d53389e09f1ca35c6ade067", - line_type_classifiers="6ad0eacbfdea065b658cb6f039d13f75245d51ae", - fintoc_classifiers="6a907b7d2437c3f61ac9c506f67175207982fae8", - torch_cnn="5333909f858f5f632df478ef5a53af6dfd26f2e1" -) +model_hash_dict = { + "txtlayer_classifier": "9ca1de749d8d37147b00a3a228e03ee1776c695f", + "scan_orientation_efficient_net_b0": "c60812552a1be624476c1e5b58599867b36f8d4e", + "font_classifier": "db4481ad60ab050cbb42079b64f97f9e431feb07", + "paragraph_classifier": "97c4b78bc20d87ec7d53389e09f1ca35c6ade067", + "line_type_classifiers": "6ad0eacbfdea065b658cb6f039d13f75245d51ae", + "fintoc_classifiers": "6a907b7d2437c3f61ac9c506f67175207982fae8", + "torch_cnn": "5333909f858f5f632df478ef5a53af6dfd26f2e1", + "docling-layout-heron": "8f39ad3c0b4c58e9c2d2c84a38465abf757272d8" +} def download_from_hub(out_dir: str, out_name: str, repo_name: str, hub_name: str, user_name: str = "dedoc") -> None: @@ -54,6 +55,16 @@ def download(resources_path: str) -> None: download_from_hub(out_dir=resources_path, out_name="glyph_recognizer.pt", repo_name="torch_cnn", hub_name="rus_eng.pt", user_name="sinkudo") + layout_dir_path = os.path.join(resources_path, "layout_model") + download_from_hub(out_dir=layout_dir_path, out_name="config.json", repo_name="docling-layout-heron", hub_name="config.json", user_name="docling-project") + download_from_hub( + out_dir=layout_dir_path, out_name="model.safetensors", repo_name="docling-layout-heron", hub_name="model.safetensors", user_name="docling-project" + ) + download_from_hub( + out_dir=layout_dir_path, out_name="preprocessor_config.json", repo_name="docling-layout-heron", hub_name="preprocessor_config.json", + user_name="docling-project" + ) + if __name__ == "__main__": from dedoc.config import get_config diff --git a/dedoc/readers/pdf_reader/data_classes/tables/location.py b/dedoc/readers/pdf_reader/data_classes/tables/location.py index 3ee49944..250f5a2c 100644 --- a/dedoc/readers/pdf_reader/data_classes/tables/location.py +++ b/dedoc/readers/pdf_reader/data_classes/tables/location.py @@ -34,7 +34,7 @@ def to_dict(self) -> Dict[str, Any]: return res def __eq__(self, other: "Location") -> bool: - return (self.page_number, self.bbox.y_bottom_right) == (other.page_number, other.bbox.y_bottom_right) + return (self.page_number, self.bbox.y_top_left, self.bbox.x_top_left) == (other.page_number, other.bbox.y_top_left, other.bbox.x_top_left) def __lt__(self, other: "Location") -> bool: - return (self.page_number, self.bbox.y_bottom_right) < (other.page_number, other.bbox.y_bottom_right) + return (self.page_number, self.bbox.y_top_left, self.bbox.x_top_left) < (other.page_number, other.bbox.y_top_left, other.bbox.x_top_left) diff --git a/docs/source/modules/attachments_extractors.rst b/docs/source/modules/attachments_extractors.rst index b5d55e17..fef8dba0 100644 --- a/docs/source/modules/attachments_extractors.rst +++ b/docs/source/modules/attachments_extractors.rst @@ -30,3 +30,7 @@ dedoc.attachments_extractors .. autoclass:: dedoc.attachments_extractors.PDFAttachmentsExtractor :show-inheritance: :members: + +.. autoclass:: dedoc.attachments_extractors.ImageAttachmentsExtractor + :show-inheritance: + :members: diff --git a/docs/source/readers_output/annotations.rst b/docs/source/readers_output/annotations.rst index 2a13989d..eb9b70b8 100644 --- a/docs/source/readers_output/annotations.rst +++ b/docs/source/readers_output/annotations.rst @@ -29,8 +29,8 @@ Below the readers are enlisted that can return non-empty list of annotations for - `+` - `-` - `-` - - `-` - - `-` + - `+` + - `+` - `+` - `+` From 071ce0d9a44ff17491855713a5e84ae5532eb480 Mon Sep 17 00:00:00 2001 From: Nasty Date: Fri, 13 Mar 2026 16:51:06 +0300 Subject: [PATCH 5/8] TALIE-1231: fix linker logic; remove images from OCR; added test --- .../pdf_image_reader/pdf_image_reader.py | 13 ++++--- .../table_recognizer/table_recognizer.py | 26 +------------ .../pdf_reader/utils/line_object_linker.py | 36 +++++++++++------- dedoc/utils/image_utils.py | 22 +++++++++++ .../test_api_misc_with_images_refs.py | 13 +++++++ tests/data/with_attachments/with_images.png | Bin 0 -> 339030 bytes 6 files changed, 68 insertions(+), 42 deletions(-) create mode 100644 tests/data/with_attachments/with_images.png diff --git a/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py b/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py index e541c2b3..525e3a10 100644 --- a/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py +++ b/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py @@ -69,6 +69,7 @@ def _process_one_page(self, from datetime import datetime import cv2 from dedocutils.utils import rotate_image + from dedoc.utils.image_utils import delete_bbox_on_image from dedoc.utils.parameter_utils import get_path_param from dedoc.utils.utils import get_unique_name @@ -97,11 +98,8 @@ def _process_one_page(self, else: clean_image, tables = rotated_image, [] - # --- Step 4: plain text recognition and text style detection --- - page = self.ocr.split_image2lines(image=clean_image, language=parameters.language, is_one_column_document=is_one_column_document, page_num=page_number) - lines = self.metadata_extractor.extract_metadata_and_set_annotations(page_with_lines=page) - - # --- Step 5: image detection --- + # --- Step 4: image detection --- + attached_images = [] if parameters.with_attachments: tmpdir = os.path.split(path)[0] tmp_file_path = os.path.join(tmpdir, get_unique_name("rotated.png")) @@ -112,7 +110,12 @@ def _process_one_page(self, for attach in self.attachments_extractor.extract(file_path=tmp_file_path, parameters=dict(zip(parameters._fields, parameters))): attach.location.page_number = page_number attached_images.append(attach) + clean_image = delete_bbox_on_image(clean_image, attach.location.bbox) + # --- Step 5: plain text recognition and text style detection --- + page = self.ocr.split_image2lines(image=clean_image, language=parameters.language, is_one_column_document=is_one_column_document, page_num=page_number) + lines = self.metadata_extractor.extract_metadata_and_set_annotations(page_with_lines=page) + if parameters.with_attachments: page.attachments.extend(attached_images) return lines, tables, page.attachments, [angle] diff --git a/dedoc/readers/pdf_reader/pdf_image_reader/table_recognizer/table_recognizer.py b/dedoc/readers/pdf_reader/pdf_image_reader/table_recognizer/table_recognizer.py index 26f153df..ab697e02 100644 --- a/dedoc/readers/pdf_reader/pdf_image_reader/table_recognizer/table_recognizer.py +++ b/dedoc/readers/pdf_reader/pdf_image_reader/table_recognizer/table_recognizer.py @@ -8,13 +8,13 @@ import cv2 import numpy as np from PIL import Image -from dedocutils.data_structures import BBox from dedoc.data_structures.line_with_meta import LineWithMeta from dedoc.readers.pdf_reader.data_classes.tables.scantable import ScanTable from dedoc.readers.pdf_reader.data_classes.tables.table_type import TableTypeAdditionalOptions from dedoc.readers.pdf_reader.pdf_image_reader.table_recognizer.table_extractors.concrete_extractors.multipage_table_extractor import MultiPageTableExtractor from dedoc.readers.pdf_reader.pdf_image_reader.table_recognizer.table_extractors.concrete_extractors.onepage_table_extractor import OnePageTableExtractor +from dedoc.utils.image_utils import delete_bbox_on_image """-------------------------------------entry class of Table Recognizer Module---------------------------------------""" @@ -87,31 +87,9 @@ def __clean_image_from_table(image: np.ndarray, tables: List[ScanTable]) -> np.n image_copy = np.copy(image) for table in tables: for location in table.locations: - image_copy = TableRecognizer.__clean_image(image_copy, location.bbox) + image_copy = delete_bbox_on_image(image_copy, location.bbox) return image_copy - @staticmethod - def __clean_image(image: np.ndarray, bbox: BBox, color: int = 255) -> np.ndarray: - """ - replace bboxes with given color (for example to remove tables from images) - @param image: original image - @param bbox: bbox to clear from image - @param color: color to replace bboxes - @return: image without given bboxes - """ - x_min = bbox.x_top_left - x_max = x_min + bbox.width - - y_min = bbox.y_top_left - y_max = y_min + bbox.height - - if len(image.shape) == 3: - image[y_min: y_max, x_min: x_max, :] = color - else: - image[y_min: y_max, x_min: x_max] = color - - return image - def __filter_bad_tables(self, tables: List[ScanTable], image: np.ndarray) -> List[ScanTable]: filtered = [] for table in tables: diff --git a/dedoc/readers/pdf_reader/utils/line_object_linker.py b/dedoc/readers/pdf_reader/utils/line_object_linker.py index 45ddaa60..a458cf5f 100644 --- a/dedoc/readers/pdf_reader/utils/line_object_linker.py +++ b/dedoc/readers/pdf_reader/utils/line_object_linker.py @@ -1,6 +1,6 @@ import logging from collections import defaultdict, deque -from typing import Dict, List, Union +from typing import Dict, List, Optional, Union from dedocutils.data_structures import BBox @@ -82,20 +82,30 @@ def _find_closest_line(self, @param lines_after: self.n_lines after object @return: best line to link with object """ + best_line = self._get_closest_line_on_same_page(page_object, lines_before) + if not best_line: + best_line = self._get_closest_line_on_same_page(page_object, lines_after) + if best_line: + return best_line + all_lines = lines_before + lines_after - line_on_same_page = [line for line in all_lines if line.location.page_number == page_object.location.page_number] # no one line on the same page - if len(line_on_same_page) == 0: - previous_page_id = page_object.location.page_number - 1 - if previous_page_id in last_page_line: - return last_page_line[previous_page_id] - lines_prev_page = [line for line in all_lines if line.location < page_object.location] - if len(lines_prev_page) > 0: - return max(lines_prev_page, key=lambda line: line.location) - else: - return min(all_lines, key=lambda line: line.location) - line_with_distance = [(self._distance_bboxes(line, page_object.location.bbox), line) for line in line_on_same_page] - return min(line_with_distance, key=lambda t: t[0])[1] + previous_page_id = page_object.location.page_number - 1 + if previous_page_id in last_page_line: + return last_page_line[previous_page_id] + lines_prev_page = [line for line in all_lines if line.location < page_object.location] + if len(lines_prev_page) > 0: + return max(lines_prev_page, key=lambda line: line.location) + else: + return min(all_lines, key=lambda line: line.location) + + @staticmethod + def _get_closest_line_on_same_page(page_obj: Union[ScanTable, PdfImageAttachment], lines: List[LineWithLocation]) -> Optional[LineWithLocation]: + lines_on_same_page = [line for line in lines if line.location.page_number == page_obj.location.page_number] + if not lines_on_same_page: + return None + lines_with_distance = [(LineObjectLinker._distance_bboxes(line, page_obj.location.bbox), line) for line in lines_on_same_page] + return min(lines_with_distance, key=lambda t: t[0])[1] @staticmethod def _distance_bboxes(line: LineWithLocation, object_bbox: BBox) -> float: diff --git a/dedoc/utils/image_utils.py b/dedoc/utils/image_utils.py index ea7d963a..fa87e61d 100644 --- a/dedoc/utils/image_utils.py +++ b/dedoc/utils/image_utils.py @@ -107,3 +107,25 @@ def get_concat_v(images: List[Image.Image]) -> Image.Image: dst.paste(image, (0, height)) height += image.height return dst + + +def delete_bbox_on_image(image: np.ndarray, bbox: BBox, color: int = 255) -> np.ndarray: + """ + replace bboxes with given color (for example to remove tables from images) + @param image: original image + @param bbox: bbox to clear from image + @param color: color to replace bboxes + @return: image without given bboxes + """ + x_min = bbox.x_top_left + x_max = x_min + bbox.width + + y_min = bbox.y_top_left + y_max = y_min + bbox.height + + if len(image.shape) == 3: + image[y_min: y_max, x_min: x_max, :] = color + else: + image[y_min: y_max, x_min: x_max] = color + + return image diff --git a/tests/api_tests/test_api_misc_with_images_refs.py b/tests/api_tests/test_api_misc_with_images_refs.py index abad8115..1348c440 100644 --- a/tests/api_tests/test_api_misc_with_images_refs.py +++ b/tests/api_tests/test_api_misc_with_images_refs.py @@ -99,6 +99,19 @@ def test_pdf_tabby_images_refs(self) -> None: self.assertEqual(attach_annotation["name"], "attachment") self.assertIn(attach_annotation["value"], attachment_uids) + def test_images_refs_from_image(self) -> None: + file_name = "with_images.png" + result = self._send_request(file_name, dict(with_attachments=True, structure_type="linear")) + + attachment_uids = {attachment["metadata"]["uid"] for attachment in result["attachments"]} + self.assertEqual(len(attachment_uids), 2) + subparagraphs = result["content"]["structure"]["subparagraphs"] + + for i in (1, 43): + attach_annotations = [ann for ann in subparagraphs[i]["annotations"] if ann["name"] == AttachAnnotation.name] + self.assertEqual(len(attach_annotations), 1, f'Wrong node for attachment link: {subparagraphs[i]["text"]}') + self.assertIn(attach_annotations[0]["value"], attachment_uids) + def test_pptx_images_refs(self) -> None: file_name = "with_attachments_1.pptx" result = self._send_request(file_name, dict(with_attachments=True, structure_type="linear")) diff --git a/tests/data/with_attachments/with_images.png b/tests/data/with_attachments/with_images.png new file mode 100644 index 0000000000000000000000000000000000000000..df48d1f5277da9fdf42aef26518d952af30cd74f GIT binary patch literal 339030 zcmeFZ_ghm-*Z&VF7EsWmh=3I3Sm=r%3ItG8RI1WzP^3dbhXg_Z3my@$QKYK$me5;B 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z^`lBc6zP0)e3qA9o0VUc$+h%--LjHuST%G5zHC@+qa3z49EW}z%MFHrZs3(!Iq%=@ zsB}))f6QZXSkEs4Az{A2_574WZAQV~Gg2YDJdbyq=bO<79T8zc+Kig*wt5mRg`~%J zNj8X!f@_(<=CdF1RC2`QxU^W_T95xMu|jNIW*+?vh!1~8>)xRJkmd4$d7p&jW152; z)JhVd-t<3GR}uE+HF?UxK5QBXkP*AYv-`fuC6vqay-Pid7T)&1(#Vc#X6&aONRmgK91x6_AFzdqw>K;g0 z&{Xxzy@SUG_c!QN@nQTsJoxu7Jtc77xqW+iKQHO#*kuW5Iz|D${67AMDD9>PG*B%A>lwHH8yk{hY52tU!WyLZIihMFj&d#OR&(FAmwg&dKoE#{2%peXXW~ z9Yu~=4f?coDCW^zxTwh1hdFBd>uJ#hMTnm4XGoo2-O4}ClMRwzblTxAG6hMU{)^-C z%g0VnP^Mr-ghD;?SW_*P)9&T>h*zEH!IW3F(Y%nN-LcNRvQ z^uH~Gd-Hk@YcR$L?$?j%H*19QwO4aX-|v?G`=_~j6=(cm%h!<`Nu&Dm&#`S(oz~0s znWPn01$tLf|KT38NKi2;#}Ulh$w3E`6kzszkM4!t8FSxL>agHvBaU{YQN< zQVJj28PN{Y$0)L%ZI6&Dd!I2N^yYoWlwHYxm+`L_iziaQ3^of2d$wmyN0uLINWEn@ z3cUUn3o;tf31E0u3IOodcm2|H3A&2>Qe!50wKN)9?mx>XfBI$sVnI&4$(^Mlz^w82 zPrJkofCdVI&e#9`*~9@3;orOex?f;X|6R3TW$X{h`&U~2Py>Ig$-mO_|DkR{pI^A5 XHnyMrZj|`~_@|?xuU@TcbN_z;T Date: Fri, 13 Mar 2026 17:16:02 +0300 Subject: [PATCH 6/8] TALIE-1213: install transformers in dockerfiles --- Dockerfile | 1 + docker_gpu/Dockerfile | 3 ++- tests/Dockerfile | 3 ++- 3 files changed, 5 insertions(+), 2 deletions(-) diff --git a/Dockerfile b/Dockerfile index d15e3421..463f3037 100644 --- a/Dockerfile +++ b/Dockerfile @@ -8,6 +8,7 @@ ENV RESOURCES_PATH "/dedoc_root/resources" COPY requirements.txt . RUN pip3 install --no-cache-dir -r requirements.txt +RUN pip3 install --no-cache-dir transformers~=4.49.0 RUN apt-get update && apt-get install -y --fix-missing --no-install-recommends fontforge RUN apt install -y libutf8proc-dev RUN ln -s /usr/lib/x86_64-linux-gnu/libutf8proc.so /usr/lib/libutf8proc.so.1 diff --git a/docker_gpu/Dockerfile b/docker_gpu/Dockerfile index e3fa713b..44e374cb 100644 --- a/docker_gpu/Dockerfile +++ b/docker_gpu/Dockerfile @@ -1,5 +1,5 @@ ARG REPOSITORY="docker.io" -FROM dedocproject/dedoc_p3.9_base:version_2023_08_28 +FROM dedocproject/dedoc_jammy_p3.10_base:version_2025_09_11 ENV PYTHONPATH "${PYTHONPATH}:/dedoc_root" ENV RESOURCES_PATH "/dedoc_root/resources" @@ -7,6 +7,7 @@ ENV RESOURCES_PATH "/dedoc_root/resources" ADD requirements.txt . RUN pip3 install --no-cache-dir -r requirements.txt RUN pip install torch==1.11.0+cu113 torchvision==0.12.0+cu113 -f https://download.pytorch.org/whl/torch_stable.html +RUN pip3 install --no-cache-dir transformers~=4.49.0 RUN mkdir /dedoc_root RUN mkdir /dedoc_root/dedoc diff --git a/tests/Dockerfile b/tests/Dockerfile index 4d47c8db..6072c249 100644 --- a/tests/Dockerfile +++ b/tests/Dockerfile @@ -4,8 +4,9 @@ FROM dedocproject/dedoc_jammy_p3.10_base:version_2025_09_11 ENV PYTHONPATH "${PYTHONPATH}:/dedoc_root:/dedoc_root/tests:/dedoc_root/langchain" COPY requirements.txt . -RUN pip3 install "langchain-community<1.0" +RUN pip3 install --no-cache-dir "langchain-community<1.0" RUN pip3 install --no-cache-dir -r requirements.txt +RUN pip3 install --no-cache-dir transformers~=4.49.0 RUN apt-get update && apt-get install -y --fix-missing --no-install-recommends fontforge RUN mkdir /dedoc_root From 8317b97d318a4cfa9ae83e4236c60d26bc074f20 Mon Sep 17 00:00:00 2001 From: Nasty Date: Mon, 16 Mar 2026 15:11:01 +0300 Subject: [PATCH 7/8] TALIE-1213: tests fixes --- tests/api_tests/test_api_misc_with_images_refs.py | 2 +- tests/unit_tests/test_misc_langchain_document_loader.py | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/tests/api_tests/test_api_misc_with_images_refs.py b/tests/api_tests/test_api_misc_with_images_refs.py index 1348c440..bd15339a 100644 --- a/tests/api_tests/test_api_misc_with_images_refs.py +++ b/tests/api_tests/test_api_misc_with_images_refs.py @@ -71,7 +71,7 @@ def test_pdf_pdfminer_images_refs(self) -> None: self.assertEqual(attach_annotation["name"], "attachment") self.assertIn(attach_annotation["value"], attachment_uids) - attach_annotation = structure["subparagraphs"][2]["annotations"][-2] + attach_annotation = structure["subparagraphs"][1]["annotations"][-1] self.assertEqual(attach_annotation["name"], "attachment") self.assertIn(attach_annotation["value"], attachment_uids) diff --git a/tests/unit_tests/test_misc_langchain_document_loader.py b/tests/unit_tests/test_misc_langchain_document_loader.py index 50035c9f..55b7a895 100644 --- a/tests/unit_tests/test_misc_langchain_document_loader.py +++ b/tests/unit_tests/test_misc_langchain_document_loader.py @@ -72,7 +72,8 @@ def test_dedoc_base_loader(self) -> None: self.assertGreater(len(docs), 1) loader = DedocFileLoader( - file_path, split="document", with_tables=True, with_attachments=True, need_content_analysis=True, need_pdf_table_analysis=False + file_path, split="document", with_tables=True, with_attachments=True, need_content_analysis=True, need_pdf_table_analysis=False, + recursion_deep_attachments=1 ) text_docs, table_docs, attachment_docs = [], [], [] for doc in loader.load(): From 6aed6a18dc2ce380780160ea9e64e41fbf3b231a Mon Sep 17 00:00:00 2001 From: nastyboget Date: Tue, 17 Mar 2026 15:27:24 +0300 Subject: [PATCH 8/8] TALIE-1213: review fixes --- .../image_attachments_extractor.py | 2 +- .../readers/pdf_reader/pdf_image_reader/pdf_image_reader.py | 6 ++++-- .../pdf_image_reader/table_recognizer/table_recognizer.py | 4 ++-- dedoc/utils/image_utils.py | 2 +- 4 files changed, 8 insertions(+), 6 deletions(-) diff --git a/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py b/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py index dfcc2165..2d423445 100644 --- a/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py +++ b/dedoc/attachments_extractors/concrete_attachments_extractors/image_attachments_extractor.py @@ -32,7 +32,7 @@ def __init__(self, *, config: Optional[dict] = None) -> None: else: self._model_name = "docling-project/docling-layout-heron" self.logger.info("Layout analysis model will be loaded from huggingface") - self._threshold = 0.7 + self._threshold = self.config.get("image_detection_threshold", 0.7) def _predict(self, image: ndarray) -> Iterable[Dict[str, Tensor]]: import torch diff --git a/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py b/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py index 525e3a10..fc91c968 100644 --- a/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py +++ b/dedoc/readers/pdf_reader/pdf_image_reader/pdf_image_reader.py @@ -21,6 +21,8 @@ class PdfImageReader(PdfBaseReader): * table detection and recognition; + * image detection; + * document binarization (configure via `need_binarization` parameter); * document orientation correction (automatically rotate on 90, 180, 270 degrees if it's needed); @@ -69,7 +71,7 @@ def _process_one_page(self, from datetime import datetime import cv2 from dedocutils.utils import rotate_image - from dedoc.utils.image_utils import delete_bbox_on_image + from dedoc.utils.image_utils import fill_bbox_on_image from dedoc.utils.parameter_utils import get_path_param from dedoc.utils.utils import get_unique_name @@ -110,7 +112,7 @@ def _process_one_page(self, for attach in self.attachments_extractor.extract(file_path=tmp_file_path, parameters=dict(zip(parameters._fields, parameters))): attach.location.page_number = page_number attached_images.append(attach) - clean_image = delete_bbox_on_image(clean_image, attach.location.bbox) + clean_image = fill_bbox_on_image(clean_image, attach.location.bbox) # --- Step 5: plain text recognition and text style detection --- page = self.ocr.split_image2lines(image=clean_image, language=parameters.language, is_one_column_document=is_one_column_document, page_num=page_number) diff --git a/dedoc/readers/pdf_reader/pdf_image_reader/table_recognizer/table_recognizer.py b/dedoc/readers/pdf_reader/pdf_image_reader/table_recognizer/table_recognizer.py index ab697e02..d6038f13 100644 --- a/dedoc/readers/pdf_reader/pdf_image_reader/table_recognizer/table_recognizer.py +++ b/dedoc/readers/pdf_reader/pdf_image_reader/table_recognizer/table_recognizer.py @@ -14,7 +14,7 @@ from dedoc.readers.pdf_reader.data_classes.tables.table_type import TableTypeAdditionalOptions from dedoc.readers.pdf_reader.pdf_image_reader.table_recognizer.table_extractors.concrete_extractors.multipage_table_extractor import MultiPageTableExtractor from dedoc.readers.pdf_reader.pdf_image_reader.table_recognizer.table_extractors.concrete_extractors.onepage_table_extractor import OnePageTableExtractor -from dedoc.utils.image_utils import delete_bbox_on_image +from dedoc.utils.image_utils import fill_bbox_on_image """-------------------------------------entry class of Table Recognizer Module---------------------------------------""" @@ -87,7 +87,7 @@ def __clean_image_from_table(image: np.ndarray, tables: List[ScanTable]) -> np.n image_copy = np.copy(image) for table in tables: for location in table.locations: - image_copy = delete_bbox_on_image(image_copy, location.bbox) + image_copy = fill_bbox_on_image(image_copy, location.bbox) return image_copy def __filter_bad_tables(self, tables: List[ScanTable], image: np.ndarray) -> List[ScanTable]: diff --git a/dedoc/utils/image_utils.py b/dedoc/utils/image_utils.py index fa87e61d..f762581f 100644 --- a/dedoc/utils/image_utils.py +++ b/dedoc/utils/image_utils.py @@ -109,7 +109,7 @@ def get_concat_v(images: List[Image.Image]) -> Image.Image: return dst -def delete_bbox_on_image(image: np.ndarray, bbox: BBox, color: int = 255) -> np.ndarray: +def fill_bbox_on_image(image: np.ndarray, bbox: BBox, color: int = 255) -> np.ndarray: """ replace bboxes with given color (for example to remove tables from images) @param image: original image