From 19ffbdcc30a98ddb9703403d1d704f137c8f000d Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Thu, 23 Mar 2023 20:47:03 +1100 Subject: [PATCH 01/50] First commit --- .../models/table_postprocess.py | 894 ++++++++++++++++++ unstructured_inference/models/tables.py | 524 ++++++++++ 2 files changed, 1418 insertions(+) create mode 100644 unstructured_inference/models/table_postprocess.py create mode 100644 unstructured_inference/models/tables.py diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py new file mode 100644 index 00000000..0e389190 --- /dev/null +++ b/unstructured_inference/models/table_postprocess.py @@ -0,0 +1,894 @@ +# https://github.com/microsoft/table-transformer/blob/main/src/postprocess.py +""" +Copyright (C) 2021 Microsoft Corporation +""" +from collections import defaultdict + +from fitz import Rect + + +def apply_threshold(objects, threshold): + """ + Filter out objects below a certain score. + """ + return [obj for obj in objects if obj['score'] >= threshold] + + +def apply_class_thresholds(bboxes, labels, scores, class_names, class_thresholds): + """ + Filter out bounding boxes whose confidence is below the confidence threshold for + its associated class label. + """ + # Apply class-specific thresholds + indices_above_threshold = [idx for idx, (score, label) in enumerate(zip(scores, labels)) + if score >= class_thresholds[ + class_names[label] + ] + ] + bboxes = [bboxes[idx] for idx in indices_above_threshold] + scores = [scores[idx] for idx in indices_above_threshold] + labels = [labels[idx] for idx in indices_above_threshold] + + return bboxes, scores, labels + + +def iou(bbox1, bbox2): + """ + Compute the intersection-over-union of two bounding boxes. + """ + intersection = Rect(bbox1).intersect(bbox2) + union = Rect(bbox1).include_rect(bbox2) + + union_area = union.get_area() + if union_area > 0: + return intersection.get_area() / union.get_area() + + return 0 + + +def iob(bbox1, bbox2): + """ + Compute the intersection area over box area, for bbox1. + """ + intersection = Rect(bbox1).intersect(bbox2) + + bbox1_area = Rect(bbox1).get_area() + if bbox1_area > 0: + return intersection.get_area() / bbox1_area + + return 0 + + +def objects_to_cells(table, objects_in_table, tokens_in_table, class_map, class_thresholds): + """ + Process the bounding boxes produced by the table structure recognition model + and the token/word/span bounding boxes into table cells. + + Also return a confidence score based on how well the text was able to be + uniquely slotted into the cells detected by the table model. + """ + + table_structures = objects_to_table_structures(table, objects_in_table, tokens_in_table, class_map, + class_thresholds) + + # Check for a valid table + if len(table_structures['columns']) < 1 or len(table_structures['rows']) < 1: + cells = []#None + confidence_score = 0 + else: + cells, confidence_score = table_structure_to_cells(table_structures, tokens_in_table, table['bbox']) + + return table_structures, cells, confidence_score + + +def objects_to_table_structures(table_object, objects_in_table, tokens_in_table, class_names, class_thresholds): + """ + Process the bounding boxes produced by the table structure recognition model into + a *consistent* set of table structures (rows, columns, supercells, headers). + This entails resolving conflicts/overlaps, and ensuring the boxes meet certain alignment + conditions (for example: rows should all have the same width, etc.). + """ + + page_num = table_object['page_num'] + + table_structures = {} + + columns = [obj for obj in objects_in_table if class_names[obj['label']] == 'table column'] + rows = [obj for obj in objects_in_table if class_names[obj['label']] == 'table row'] + headers = [obj for obj in objects_in_table if class_names[obj['label']] == 'table column header'] + supercells = [obj for obj in objects_in_table if class_names[obj['label']] == 'table spanning cell'] + for obj in supercells: + obj['subheader'] = False + subheaders = [obj for obj in objects_in_table if class_names[obj['label']] == 'table projected row header'] + for obj in subheaders: + obj['subheader'] = True + supercells += subheaders + for obj in rows: + obj['header'] = False + for header_obj in headers: + if iob(obj['bbox'], header_obj['bbox']) >= 0.5: + obj['header'] = True + + for row in rows: + row['page'] = page_num + + for column in columns: + column['page'] = page_num + + #Refine table structures + rows = refine_rows(rows, tokens_in_table, class_thresholds['table row']) + columns = refine_columns(columns, tokens_in_table, class_thresholds['table column']) + + # Shrink table bbox to just the total height of the rows + # and the total width of the columns + row_rect = Rect() + for obj in rows: + row_rect.include_rect(obj['bbox']) + column_rect = Rect() + for obj in columns: + column_rect.include_rect(obj['bbox']) + table_object['row_column_bbox'] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] + table_object['bbox'] = table_object['row_column_bbox'] + + # Process the rows and columns into a complete segmented table + columns = align_columns(columns, table_object['row_column_bbox']) + rows = align_rows(rows, table_object['row_column_bbox']) + + table_structures['rows'] = rows + table_structures['columns'] = columns + table_structures['headers'] = headers + table_structures['supercells'] = supercells + + if len(rows) > 0 and len(columns) > 1: + table_structures = refine_table_structures(table_object['bbox'], table_structures, tokens_in_table, class_thresholds) + + return table_structures + + +def refine_rows(rows, tokens, score_threshold): + """ + Apply operations to the detected rows, such as + thresholding, NMS, and alignment. + """ + + if len(tokens) > 0: + rows = nms_by_containment(rows, tokens, overlap_threshold=0.5) + remove_objects_without_content(tokens, rows) + else: + rows = nms(rows, match_criteria="object2_overlap", + match_threshold=0.5, keep_higher=True) + if len(rows) > 1: + rows = sort_objects_top_to_bottom(rows) + + return rows + + +def refine_columns(columns, tokens, score_threshold): + """ + Apply operations to the detected columns, such as + thresholding, NMS, and alignment. + """ + + if len(tokens) > 0: + columns = nms_by_containment(columns, tokens, overlap_threshold=0.5) + remove_objects_without_content(tokens, columns) + else: + columns = nms(columns, match_criteria="object2_overlap", + match_threshold=0.25, keep_higher=True) + if len(columns) > 1: + columns = sort_objects_left_to_right(columns) + + return columns + + +def nms_by_containment(container_objects, package_objects, overlap_threshold=0.5): + """ + Non-maxima suppression (NMS) of objects based on shared containment of other objects. + """ + container_objects = sort_objects_by_score(container_objects) + num_objects = len(container_objects) + suppression = [False for obj in container_objects] + + packages_by_container, _, _ = slot_into_containers(container_objects, package_objects, overlap_threshold=overlap_threshold, + unique_assignment=True, forced_assignment=False) + + for object2_num in range(1, num_objects): + object2_packages = set(packages_by_container[object2_num]) + if len(object2_packages) == 0: + suppression[object2_num] = True + for object1_num in range(object2_num): + if not suppression[object1_num]: + object1_packages = set(packages_by_container[object1_num]) + if len(object2_packages.intersection(object1_packages)) > 0: + suppression[object2_num] = True + + final_objects = [obj for idx, obj in enumerate(container_objects) if not suppression[idx]] + return final_objects + + +def slot_into_containers(container_objects, package_objects, overlap_threshold=0.5, + unique_assignment=True, forced_assignment=False): + """ + Slot a collection of objects into the container they occupy most (the container which holds the largest fraction of the object). + """ + best_match_scores = [] + + container_assignments = [[] for container in container_objects] + package_assignments = [[] for package in package_objects] + + if len(container_objects) == 0 or len(package_objects) == 0: + return container_assignments, package_assignments, best_match_scores + + match_scores = defaultdict(dict) + for package_num, package in enumerate(package_objects): + match_scores = [] + package_rect = Rect(package['bbox']) + package_area = package_rect.get_area() + for container_num, container in enumerate(container_objects): + container_rect = Rect(container['bbox']) + intersect_area = container_rect.intersect(package['bbox']).get_area() + overlap_fraction = intersect_area / package_area + match_scores.append({'container': container, 'container_num': container_num, 'score': overlap_fraction}) + + sorted_match_scores = sort_objects_by_score(match_scores) + + best_match_score = sorted_match_scores[0] + best_match_scores.append(best_match_score['score']) + if forced_assignment or best_match_score['score'] >= overlap_threshold: + container_assignments[best_match_score['container_num']].append(package_num) + package_assignments[package_num].append(best_match_score['container_num']) + + if not unique_assignment: # slot package into all eligible slots + for match_score in sorted_match_scores[1:]: + if match_score['score'] >= overlap_threshold: + container_assignments[match_score['container_num']].append(package_num) + package_assignments[package_num].append(match_score['container_num']) + else: + break + + return container_assignments, package_assignments, best_match_scores + + +def sort_objects_by_score(objects, reverse=True): + """ + Put any set of objects in order from high score to low score. + """ + if reverse: + sign = -1 + else: + sign = 1 + return sorted(objects, key=lambda k: sign*k['score']) + + +def remove_objects_without_content(page_spans, objects): + """ + Remove any objects (these can be rows, columns, supercells, etc.) that don't + have any text associated with them. + """ + for obj in objects[:]: + object_text, _ = extract_text_inside_bbox(page_spans, obj['bbox']) + if len(object_text.strip()) == 0: + objects.remove(obj) + + +def extract_text_inside_bbox(spans, bbox): + """ + Extract the text inside a bounding box. + """ + bbox_spans = get_bbox_span_subset(spans, bbox) + bbox_text = extract_text_from_spans(bbox_spans, remove_integer_superscripts=True) + + return bbox_text, bbox_spans + + +def get_bbox_span_subset(spans, bbox, threshold=0.5): + """ + Reduce the set of spans to those that fall within a bounding box. + + threshold: the fraction of the span that must overlap with the bbox. + """ + span_subset = [] + for span in spans: + if overlaps(span['bbox'], bbox, threshold): + span_subset.append(span) + return span_subset + + +def overlaps(bbox1, bbox2, threshold=0.5): + """ + Test if more than "threshold" fraction of bbox1 overlaps with bbox2. + """ + rect1 = Rect(list(bbox1)) + area1 = rect1.get_area() + if area1 == 0: + return False + return rect1.intersect(list(bbox2)).get_area()/area1 >= threshold + + +def extract_text_from_spans(spans, join_with_space=True, remove_integer_superscripts=True): + """ + Convert a collection of page tokens/words/spans into a single text string. + """ + + if join_with_space: + join_char = " " + else: + join_char = "" + spans_copy = spans[:] + + if remove_integer_superscripts: + for span in spans: + if not 'flags' in span: + continue + flags = span['flags'] + if flags & 2**0: # superscript flag + if is_int(span['text']): + spans_copy.remove(span) + else: + span['superscript'] = True + + if len(spans_copy) == 0: + return "" + + spans_copy.sort(key=lambda span: span['span_num']) + spans_copy.sort(key=lambda span: span['line_num']) + spans_copy.sort(key=lambda span: span['block_num']) + + # Force the span at the end of every line within a block to have exactly one space + # unless the line ends with a space or ends with a non-space followed by a hyphen + line_texts = [] + line_span_texts = [spans_copy[0]['text']] + for span1, span2 in zip(spans_copy[:-1], spans_copy[1:]): + if not span1['block_num'] == span2['block_num'] or not span1['line_num'] == span2['line_num']: + line_text = join_char.join(line_span_texts).strip() + if (len(line_text) > 0 + and not line_text[-1] == ' ' + and not (len(line_text) > 1 and line_text[-1] == "-" and not line_text[-2] == ' ')): + if not join_with_space: + line_text += ' ' + line_texts.append(line_text) + line_span_texts = [span2['text']] + else: + line_span_texts.append(span2['text']) + line_text = join_char.join(line_span_texts) + line_texts.append(line_text) + + return join_char.join(line_texts).strip() + + +def sort_objects_left_to_right(objs): + """ + Put the objects in order from left to right. + """ + return sorted(objs, key=lambda k: k['bbox'][0] + k['bbox'][2]) + + +def sort_objects_top_to_bottom(objs): + """ + Put the objects in order from top to bottom. + """ + return sorted(objs, key=lambda k: k['bbox'][1] + k['bbox'][3]) + + +def align_columns(columns, bbox): + """ + For every column, align the top and bottom boundaries to the final + table bounding box. + """ + try: + for column in columns: + column['bbox'][1] = bbox[1] + column['bbox'][3] = bbox[3] + except Exception as err: + print("Could not align columns: {}".format(err)) + pass + + return columns + + +def align_rows(rows, bbox): + """ + For every row, align the left and right boundaries to the final + table bounding box. + """ + try: + for row in rows: + row['bbox'][0] = bbox[0] + row['bbox'][2] = bbox[2] + except Exception as err: + print("Could not align rows: {}".format(err)) + pass + + return rows + + +def refine_table_structures(table_bbox, table_structures, page_spans, class_thresholds): + """ + Apply operations to the detected table structure objects such as + thresholding, NMS, and alignment. + """ + rows = table_structures["rows"] + columns = table_structures['columns'] + + #columns = fill_column_gaps(columns, table_bbox) + #rows = fill_row_gaps(rows, table_bbox) + + # Process the headers + headers = table_structures['headers'] + headers = apply_threshold(headers, class_thresholds["table column header"]) + headers = nms(headers) + headers = align_headers(headers, rows) + + # Process supercells + supercells = [elem for elem in table_structures['supercells'] if not elem['subheader']] + subheaders = [elem for elem in table_structures['supercells'] if elem['subheader']] + supercells = apply_threshold(supercells, class_thresholds["table spanning cell"]) + subheaders = apply_threshold(subheaders, class_thresholds["table projected row header"]) + supercells += subheaders + # Align before NMS for supercells because alignment brings them into agreement + # with rows and columns first; if supercells still overlap after this operation, + # the threshold for NMS can basically be lowered to just above 0 + supercells = align_supercells(supercells, rows, columns) + supercells = nms_supercells(supercells) + + header_supercell_tree(supercells) + + table_structures['columns'] = columns + table_structures['rows'] = rows + table_structures['supercells'] = supercells + table_structures['headers'] = headers + + return table_structures + + +def nms(objects, match_criteria="object2_overlap", match_threshold=0.05, keep_higher=True): + """ + A customizable version of non-maxima suppression (NMS). + + Default behavior: If a lower-confidence object overlaps more than 5% of its area + with a higher-confidence object, remove the lower-confidence object. + + objects: set of dicts; each object dict must have a 'bbox' and a 'score' field + match_criteria: how to measure how much two objects "overlap" + match_threshold: the cutoff for determining that overlap requires suppression of one object + keep_higher: if True, keep the object with the higher metric; otherwise, keep the lower + """ + if len(objects) == 0: + return [] + + objects = sort_objects_by_score(objects, reverse=keep_higher) + + num_objects = len(objects) + suppression = [False for obj in objects] + + for object2_num in range(1, num_objects): + object2_rect = Rect(objects[object2_num]['bbox']) + object2_area = object2_rect.get_area() + for object1_num in range(object2_num): + if not suppression[object1_num]: + object1_rect = Rect(objects[object1_num]['bbox']) + object1_area = object1_rect.get_area() + intersect_area = object1_rect.intersect(object2_rect).get_area() + try: + if match_criteria=="object1_overlap": + metric = intersect_area / object1_area + elif match_criteria=="object2_overlap": + metric = intersect_area / object2_area + elif match_criteria=="iou": + metric = intersect_area / (object1_area + object2_area - intersect_area) + if metric >= match_threshold: + suppression[object2_num] = True + break + except Exception: + # Intended to recover from divide-by-zero + pass + + return [obj for idx, obj in enumerate(objects) if not suppression[idx]] + + +def align_headers(headers, rows): + """ + Adjust the header boundary to be the convex hull of the rows it intersects + at least 50% of the height of. + + For now, we are not supporting tables with multiple headers, so we need to + eliminate anything besides the top-most header. + """ + + aligned_headers = [] + + for row in rows: + row['header'] = False + + header_row_nums = [] + for header in headers: + for row_num, row in enumerate(rows): + row_height = row['bbox'][3] - row['bbox'][1] + min_row_overlap = max(row['bbox'][1], header['bbox'][1]) + max_row_overlap = min(row['bbox'][3], header['bbox'][3]) + overlap_height = max_row_overlap - min_row_overlap + if overlap_height / row_height >= 0.5: + header_row_nums.append(row_num) + + if len(header_row_nums) == 0: + return aligned_headers + + header_rect = Rect() + if header_row_nums[0] > 0: + header_row_nums = list(range(header_row_nums[0]+1)) + header_row_nums + + last_row_num = -1 + for row_num in header_row_nums: + if row_num == last_row_num + 1: + row = rows[row_num] + row['header'] = True + header_rect = header_rect.include_rect(row['bbox']) + last_row_num = row_num + else: + # Break as soon as a non-header row is encountered. + # This ignores any subsequent rows in the table labeled as a header. + # Having more than 1 header is not supported currently. + break + + header = {'bbox': list(header_rect)} + aligned_headers.append(header) + + return aligned_headers + + +def align_supercells(supercells, rows, columns): + """ + For each supercell, align it to the rows it intersects 50% of the height of, + and the columns it intersects 50% of the width of. + Eliminate supercells for which there are no rows and columns it intersects 50% with. + """ + aligned_supercells = [] + + for supercell in supercells: + supercell['header'] = False + row_bbox_rect = None + col_bbox_rect = None + intersecting_header_rows = set() + intersecting_data_rows = set() + for row_num, row in enumerate(rows): + row_height = row['bbox'][3] - row['bbox'][1] + supercell_height = supercell['bbox'][3] - supercell['bbox'][1] + min_row_overlap = max(row['bbox'][1], supercell['bbox'][1]) + max_row_overlap = min(row['bbox'][3], supercell['bbox'][3]) + overlap_height = max_row_overlap - min_row_overlap + if 'span' in supercell: + overlap_fraction = max(overlap_height/row_height, + overlap_height/supercell_height) + else: + overlap_fraction = overlap_height / row_height + if overlap_fraction >= 0.5: + if 'header' in row and row['header']: + intersecting_header_rows.add(row_num) + else: + intersecting_data_rows.add(row_num) + + # Supercell cannot span across the header boundary; eliminate whichever + # group of rows is the smallest + supercell['header'] = False + if len(intersecting_data_rows) > 0 and len(intersecting_header_rows) > 0: + if len(intersecting_data_rows) > len(intersecting_header_rows): + intersecting_header_rows = set() + else: + intersecting_data_rows = set() + if len(intersecting_header_rows) > 0: + supercell['header'] = True + elif 'span' in supercell: + continue # Require span supercell to be in the header + intersecting_rows = intersecting_data_rows.union(intersecting_header_rows) + # Determine vertical span of aligned supercell + for row_num in intersecting_rows: + if row_bbox_rect is None: + row_bbox_rect = Rect(rows[row_num]['bbox']) + else: + row_bbox_rect = row_bbox_rect.include_rect(rows[row_num]['bbox']) + if row_bbox_rect is None: + continue + + intersecting_cols = [] + for col_num, col in enumerate(columns): + col_width = col['bbox'][2] - col['bbox'][0] + supercell_width = supercell['bbox'][2] - supercell['bbox'][0] + min_col_overlap = max(col['bbox'][0], supercell['bbox'][0]) + max_col_overlap = min(col['bbox'][2], supercell['bbox'][2]) + overlap_width = max_col_overlap - min_col_overlap + if 'span' in supercell: + overlap_fraction = max(overlap_width/col_width, + overlap_width/supercell_width) + # Multiply by 2 effectively lowers the threshold to 0.25 + if supercell['header']: + overlap_fraction = overlap_fraction * 2 + else: + overlap_fraction = overlap_width / col_width + if overlap_fraction >= 0.5: + intersecting_cols.append(col_num) + if col_bbox_rect is None: + col_bbox_rect = Rect(col['bbox']) + else: + col_bbox_rect = col_bbox_rect.include_rect(col['bbox']) + if col_bbox_rect is None: + continue + + supercell_bbox = list(row_bbox_rect.intersect(col_bbox_rect)) + supercell['bbox'] = supercell_bbox + + # Only a true supercell if it joins across multiple rows or columns + if (len(intersecting_rows) > 0 and len(intersecting_cols) > 0 + and (len(intersecting_rows) > 1 or len(intersecting_cols) > 1)): + supercell['row_numbers'] = list(intersecting_rows) + supercell['column_numbers'] = intersecting_cols + aligned_supercells.append(supercell) + + # A span supercell in the header means there must be supercells above it in the header + if 'span' in supercell and supercell['header'] and len(supercell['column_numbers']) > 1: + for row_num in range(0, min(supercell['row_numbers'])): + new_supercell = {'row_numbers': [row_num], 'column_numbers': supercell['column_numbers'], + 'score': supercell['score'], 'propagated': True} + new_supercell_columns = [columns[idx] for idx in supercell['column_numbers']] + new_supercell_rows = [rows[idx] for idx in supercell['row_numbers']] + bbox = [min([column['bbox'][0] for column in new_supercell_columns]), + min([row['bbox'][1] for row in new_supercell_rows]), + max([column['bbox'][2] for column in new_supercell_columns]), + max([row['bbox'][3] for row in new_supercell_rows])] + new_supercell['bbox'] = bbox + aligned_supercells.append(new_supercell) + + return aligned_supercells + + +def nms_supercells(supercells): + """ + A NMS scheme for supercells that first attempts to shrink supercells to + resolve overlap. + If two supercells overlap the same (sub)cell, shrink the lower confidence + supercell to resolve the overlap. If shrunk supercell is empty, remove it. + """ + + supercells = sort_objects_by_score(supercells) + num_supercells = len(supercells) + suppression = [False for supercell in supercells] + + for supercell2_num in range(1, num_supercells): + supercell2 = supercells[supercell2_num] + for supercell1_num in range(supercell2_num): + supercell1 = supercells[supercell1_num] + remove_supercell_overlap(supercell1, supercell2) + if ((len(supercell2['row_numbers']) < 2 and len(supercell2['column_numbers']) < 2) + or len(supercell2['row_numbers']) == 0 or len(supercell2['column_numbers']) == 0): + suppression[supercell2_num] = True + + return [obj for idx, obj in enumerate(supercells) if not suppression[idx]] + + +def header_supercell_tree(supercells): + """ + Make sure no supercell in the header is below more than one supercell in any row above it. + The cells in the header form a tree, but a supercell with more than one supercell in a row + above it means that some cell has more than one parent, which is not allowed. Eliminate + any supercell that would cause this to be violated. + """ + header_supercells = [supercell for supercell in supercells if 'header' in supercell and supercell['header']] + header_supercells = sort_objects_by_score(header_supercells) + + for header_supercell in header_supercells[:]: + ancestors_by_row = defaultdict(int) + min_row = min(header_supercell['row_numbers']) + for header_supercell2 in header_supercells: + max_row2 = max(header_supercell2['row_numbers']) + if max_row2 < min_row: + if (set(header_supercell['column_numbers']).issubset( + set(header_supercell2['column_numbers']))): + for row2 in header_supercell2['row_numbers']: + ancestors_by_row[row2] += 1 + for row in range(0, min_row): + if not ancestors_by_row[row] == 1: + supercells.remove(header_supercell) + break + + +def table_structure_to_cells(table_structures, table_spans, table_bbox): + """ + Assuming the row, column, supercell, and header bounding boxes have + been refined into a set of consistent table structures, process these + table structures into table cells. This is a universal representation + format for the table, which can later be exported to Pandas or CSV formats. + Classify the cells as header/access cells or data cells + based on if they intersect with the header bounding box. + """ + columns = table_structures['columns'] + rows = table_structures['rows'] + supercells = table_structures['supercells'] + cells = [] + subcells = [] + + # Identify complete cells and subcells + for column_num, column in enumerate(columns): + for row_num, row in enumerate(rows): + column_rect = Rect(list(column['bbox'])) + row_rect = Rect(list(row['bbox'])) + cell_rect = row_rect.intersect(column_rect) + header = 'header' in row and row['header'] + cell = {'bbox': list(cell_rect), 'column_nums': [column_num], 'row_nums': [row_num], + 'header': header} + + cell['subcell'] = False + for supercell in supercells: + supercell_rect = Rect(list(supercell['bbox'])) + if (supercell_rect.intersect(cell_rect).get_area() + / cell_rect.get_area()) > 0.5: + cell['subcell'] = True + break + + if cell['subcell']: + subcells.append(cell) + else: + #cell_text = extract_text_inside_bbox(table_spans, cell['bbox']) + #cell['cell_text'] = cell_text + cell['subheader'] = False + cells.append(cell) + + for supercell in supercells: + supercell_rect = Rect(list(supercell['bbox'])) + cell_columns = set() + cell_rows = set() + cell_rect = None + header = True + for subcell in subcells: + subcell_rect = Rect(list(subcell['bbox'])) + subcell_rect_area = subcell_rect.get_area() + if (subcell_rect.intersect(supercell_rect).get_area() + / subcell_rect_area) > 0.5: + if cell_rect is None: + cell_rect = Rect(list(subcell['bbox'])) + else: + cell_rect.include_rect(Rect(list(subcell['bbox']))) + cell_rows = cell_rows.union(set(subcell['row_nums'])) + cell_columns = cell_columns.union(set(subcell['column_nums'])) + # By convention here, all subcells must be classified + # as header cells for a supercell to be classified as a header cell; + # otherwise, this could lead to a non-rectangular header region + header = header and 'header' in subcell and subcell['header'] + if len(cell_rows) > 0 and len(cell_columns) > 0: + cell = {'bbox': list(cell_rect), 'column_nums': list(cell_columns), 'row_nums': list(cell_rows), + 'header': header, 'subheader': supercell['subheader']} + cells.append(cell) + + # Compute a confidence score based on how well the page tokens + # slot into the cells reported by the model + _, _, cell_match_scores = slot_into_containers(cells, table_spans) + try: + mean_match_score = sum(cell_match_scores) / len(cell_match_scores) + min_match_score = min(cell_match_scores) + confidence_score = (mean_match_score + min_match_score)/2 + except: + confidence_score = 0 + + # Dilate rows and columns before final extraction + #dilated_columns = fill_column_gaps(columns, table_bbox) + dilated_columns = columns + #dilated_rows = fill_row_gaps(rows, table_bbox) + dilated_rows = rows + for cell in cells: + column_rect = Rect() + for column_num in cell['column_nums']: + column_rect.include_rect(list(dilated_columns[column_num]['bbox'])) + row_rect = Rect() + for row_num in cell['row_nums']: + row_rect.include_rect(list(dilated_rows[row_num]['bbox'])) + cell_rect = column_rect.intersect(row_rect) + cell['bbox'] = list(cell_rect) + + span_nums_by_cell, _, _ = slot_into_containers(cells, table_spans, overlap_threshold=0.001, + unique_assignment=True, forced_assignment=False) + + for cell, cell_span_nums in zip(cells, span_nums_by_cell): + cell_spans = [table_spans[num] for num in cell_span_nums] + # TODO: Refine how text is extracted; should be character-based, not span-based; + # but need to associate + cell['cell_text'] = extract_text_from_spans(cell_spans, remove_integer_superscripts=False) + cell['spans'] = cell_spans + + # Adjust the row, column, and cell bounding boxes to reflect the extracted text + num_rows = len(rows) + rows = sort_objects_top_to_bottom(rows) + num_columns = len(columns) + columns = sort_objects_left_to_right(columns) + min_y_values_by_row = defaultdict(list) + max_y_values_by_row = defaultdict(list) + min_x_values_by_column = defaultdict(list) + max_x_values_by_column = defaultdict(list) + for cell in cells: + min_row = min(cell["row_nums"]) + max_row = max(cell["row_nums"]) + min_column = min(cell["column_nums"]) + max_column = max(cell["column_nums"]) + for span in cell['spans']: + min_x_values_by_column[min_column].append(span['bbox'][0]) + min_y_values_by_row[min_row].append(span['bbox'][1]) + max_x_values_by_column[max_column].append(span['bbox'][2]) + max_y_values_by_row[max_row].append(span['bbox'][3]) + for row_num, row in enumerate(rows): + if len(min_x_values_by_column[0]) > 0: + row['bbox'][0] = min(min_x_values_by_column[0]) + if len(min_y_values_by_row[row_num]) > 0: + row['bbox'][1] = min(min_y_values_by_row[row_num]) + if len(max_x_values_by_column[num_columns-1]) > 0: + row['bbox'][2] = max(max_x_values_by_column[num_columns-1]) + if len(max_y_values_by_row[row_num]) > 0: + row['bbox'][3] = max(max_y_values_by_row[row_num]) + for column_num, column in enumerate(columns): + if len(min_x_values_by_column[column_num]) > 0: + column['bbox'][0] = min(min_x_values_by_column[column_num]) + if len(min_y_values_by_row[0]) > 0: + column['bbox'][1] = min(min_y_values_by_row[0]) + if len(max_x_values_by_column[column_num]) > 0: + column['bbox'][2] = max(max_x_values_by_column[column_num]) + if len(max_y_values_by_row[num_rows-1]) > 0: + column['bbox'][3] = max(max_y_values_by_row[num_rows-1]) + for cell in cells: + row_rect = Rect() + column_rect = Rect() + for row_num in cell['row_nums']: + row_rect.include_rect(list(rows[row_num]['bbox'])) + for column_num in cell['column_nums']: + column_rect.include_rect(list(columns[column_num]['bbox'])) + cell_rect = row_rect.intersect(column_rect) + if cell_rect.get_area() > 0: + cell['bbox'] = list(cell_rect) + pass + + return cells, confidence_score + + +def remove_supercell_overlap(supercell1, supercell2): + """ + This function resolves overlap between supercells (supercells must be + disjoint) by iteratively shrinking supercells by the fewest grid cells + necessary to resolve the overlap. + Example: + If two supercells overlap at grid cell (R, C), and supercell #1 is less + confident than supercell #2, we eliminate either row R from supercell #1 + or column C from supercell #1 by comparing the number of columns in row R + versus the number of rows in column C. If the number of columns in row R + is less than the number of rows in column C, we eliminate row R from + supercell #1. This resolves the overlap by removing fewer grid cells from + supercell #1 than if we eliminated column C from it. + """ + common_rows = set(supercell1['row_numbers']).intersection(set(supercell2['row_numbers'])) + common_columns = set(supercell1['column_numbers']).intersection(set(supercell2['column_numbers'])) + + # While the supercells have overlapping grid cells, continue shrinking the less-confident + # supercell one row or one column at a time + while len(common_rows) > 0 and len(common_columns) > 0: + # Try to shrink the supercell as little as possible to remove the overlap; + # if the supercell has fewer rows than columns, remove an overlapping column, + # because this removes fewer grid cells from the supercell; + # otherwise remove an overlapping row + if len(supercell2['row_numbers']) < len(supercell2['column_numbers']): + min_column = min(supercell2['column_numbers']) + max_column = max(supercell2['column_numbers']) + if max_column in common_columns: + common_columns.remove(max_column) + supercell2['column_numbers'].remove(max_column) + elif min_column in common_columns: + common_columns.remove(min_column) + supercell2['column_numbers'].remove(min_column) + else: + supercell2['column_numbers'] = [] + common_columns = set() + else: + min_row = min(supercell2['row_numbers']) + max_row = max(supercell2['row_numbers']) + if max_row in common_rows: + common_rows.remove(max_row) + supercell2['row_numbers'].remove(max_row) + elif min_row in common_rows: + common_rows.remove(min_row) + supercell2['row_numbers'].remove(min_row) + else: + supercell2['row_numbers'] = [] + common_rows = set() diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py new file mode 100644 index 00000000..911e9823 --- /dev/null +++ b/unstructured_inference/models/tables.py @@ -0,0 +1,524 @@ +# https://github.com/microsoft/table-transformer/blob/main/src/inference.py +# https://github.com/NielsRogge/Transformers-Tutorials/blob/master/Table%20Transformer/Using_Table_Transformer_for_table_detection_and_table_structure_recognition.ipynb +import torch +import logging + +from unstructured_inference.models.unstructuredmodel import UnstructuredModel + +from collections import defaultdict +import xml.etree.ElementTree as ET + + +import cv2 +import numpy as np + +import pytesseract +from fitz import Rect + +from transformers import TableTransformerForObjectDetection +from transformers import DetrImageProcessor +from PIL import Image +from typing import Union, Optional +from pathlib import Path + +from . import table_postprocess as postprocess + + +class UnstructuredTableTransformerModel(UnstructuredModel): + """Unstructured model wrapper for table-transformer.""" + + def predict(self, x: Image): + # Predict table structure + + return self.run_prediction(x) + + def initialize( + self, + model: Union[str, Path, TableTransformerForObjectDetection] = None, + device: Optional[str] = "cuda" if torch.cuda.is_available() else "cpu", + ): + """Loads the donut model using the specified parameters""" + self.device = device + self.feature_extractor = DetrImageProcessor() + + try: + logging.info("Loading the table structure model ...") + self.model = TableTransformerForObjectDetection.from_pretrained(model) + self.model.eval() + + except EnvironmentError: + logging.critical("Failed to initialize the model.") + logging.critical( + "Ensure that the model is correct" + ) + raise ImportError("Review the parameters to initialize a UnstructuredTableTransformerModel obj") + self.model.to(device) + + def run_prediction(self, x: Image): + zoom = 6 + img = cv2.resize( + cv2.cvtColor(np.array(x), cv2.COLOR_RGB2BGR), + None, + fx=zoom, + fy=zoom, + interpolation=cv2.INTER_CUBIC, + ) + + kernel = np.ones((1, 1), np.uint8) + img = cv2.dilate(img, kernel, iterations=1) + img = cv2.erode(img, kernel, iterations=1) + + ocr_df = pytesseract.image_to_data(Image.fromarray(img), output_type="data.frame") + + ocr_df = ocr_df.dropna() + + tokens = [] + for idx in ocr_df.itertuples(): + tokens.append({ 'bbox': [idx.left/zoom, idx.top/zoom, (idx.left+idx.width)/zoom, (idx.top+idx.height)/zoom], 'text':idx.text}) + + sorted(tokens, key=lambda x:x['bbox'][1]*10000+x['bbox'][0]) + + # Handle dictionary format + if type(tokens) is dict and 'words' in tokens: + tokens = tokens['words'] + + # 'tokens' is a list of tokens + # Need to be in a relative reading order + # If no order is provided, use current order + for idx, token in enumerate(tokens): + if not 'span_num' in token: + token['span_num'] = idx + if not 'line_num' in token: + token['line_num'] = 0 + if not 'block_num' in token: + token['block_num'] = 0 + + with torch.no_grad(): + encoding = self.feature_extractor(x, return_tensors="pt").to(self.device) + outputs_structure = self.model(**encoding) + + return recognize(outputs_structure, x, tokens = tokens, out_html=True)['html'][0] + + +def get_class_map(data_type): + if data_type == 'structure': + class_map = { + 'table': 0, + 'table column': 1, + 'table row': 2, + 'table column header': 3, + 'table projected row header': 4, + 'table spanning cell': 5, + 'no object': 6 + } + elif data_type == 'detection': + class_map = {'table': 0, 'table rotated': 1, 'no object': 2} + return class_map + +structure_class_thresholds = { + "table": 0.5, + "table column": 0.5, + "table row": 0.5, + "table column header": 0.5, + "table projected row header": 0.5, + "table spanning cell": 0.5, + "no object": 10 +} + +def recognize(outputs, img, tokens=None, out_html=False): + out_formats = {} + + str_class_name2idx = get_class_map('structure') + str_class_idx2name = {v:k for k, v in str_class_name2idx.items()} + str_class_thresholds = structure_class_thresholds + + # Post-process detected objects, assign class labels + objects = outputs_to_objects(outputs, img.size, str_class_idx2name) + + # Further process the detected objects so they correspond to a consistent table + tables_structure = objects_to_structures(objects, tokens, str_class_thresholds) + + # Enumerate all table cells: grid cells and spanning cells + tables_cells = [structure_to_cells(structure, tokens)[0] for structure in tables_structure] + + # Convert cells to HTML + if out_html: + tables_htmls = [cells_to_html(cells) for cells in tables_cells] + out_formats['html'] = tables_htmls + + return out_formats + +def outputs_to_objects(outputs, img_size, class_idx2name): + m = outputs['logits'].softmax(-1).max(-1) + pred_labels = list(m.indices.detach().cpu().numpy())[0] + pred_scores = list(m.values.detach().cpu().numpy())[0] + pred_bboxes = outputs['pred_boxes'].detach().cpu()[0] + pred_bboxes = [elem.tolist() for elem in rescale_bboxes(pred_bboxes, img_size)] + + objects = [] + for label, score, bbox in zip(pred_labels, pred_scores, pred_bboxes): + class_label = class_idx2name[int(label)] + if not class_label == 'no object': + objects.append({'label': class_label, 'score': float(score), + 'bbox': [float(elem) for elem in bbox]}) + + return objects + +# for output bounding box post-processing +def box_cxcywh_to_xyxy(x): + x_c, y_c, w, h = x.unbind(-1) + b = [(x_c - 0.5 * w), (y_c - 0.5 * h), (x_c + 0.5 * w), (y_c + 0.5 * h)] + return torch.stack(b, dim=1) + + +def rescale_bboxes(out_bbox, size): + img_w, img_h = size + b = box_cxcywh_to_xyxy(out_bbox) + b = b * torch.tensor([img_w, img_h, img_w, img_h], dtype=torch.float32) + return b + +def iob(bbox1, bbox2): + """ + Compute the intersection area over box area, for bbox1. + """ + intersection = Rect(bbox1).intersect(bbox2) + + bbox1_area = Rect(bbox1).get_area() + if bbox1_area > 0: + return intersection.get_area() / bbox1_area + + return 0 + +def objects_to_structures(objects, tokens, class_thresholds): + """ + Process the bounding boxes produced by the table structure recognition model into + a *consistent* set of table structures (rows, columns, spanning cells, headers). + This entails resolving conflicts/overlaps, and ensuring the boxes meet certain alignment + conditions (for example: rows should all have the same width, etc.). + """ + + tables = [obj for obj in objects if obj['label'] == 'table'] + table_structures = [] + + for table in tables: + table_objects = [obj for obj in objects if iob(obj['bbox'], table['bbox']) >= 0.5] + table_tokens = [token for token in tokens if iob(token['bbox'], table['bbox']) >= 0.5] + + structure = {} + + columns = [obj for obj in table_objects if obj['label'] == 'table column'] + rows = [obj for obj in table_objects if obj['label'] == 'table row'] + column_headers = [obj for obj in table_objects if obj['label'] == 'table column header'] + spanning_cells = [obj for obj in table_objects if obj['label'] == 'table spanning cell'] + for obj in spanning_cells: + obj['projected row header'] = False + projected_row_headers = [obj for obj in table_objects if obj['label'] == 'table projected row header'] + for obj in projected_row_headers: + obj['projected row header'] = True + spanning_cells += projected_row_headers + for obj in rows: + obj['column header'] = False + for header_obj in column_headers: + if iob(obj['bbox'], header_obj['bbox']) >= 0.5: + obj['column header'] = True + + # Refine table structures + rows = postprocess.refine_rows(rows, table_tokens, class_thresholds['table row']) + columns = postprocess.refine_columns(columns, table_tokens, class_thresholds['table column']) + + # Shrink table bbox to just the total height of the rows + # and the total width of the columns + row_rect = Rect() + for obj in rows: + row_rect.include_rect(obj['bbox']) + column_rect = Rect() + for obj in columns: + column_rect.include_rect(obj['bbox']) + table['row_column_bbox'] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] + table['bbox'] = table['row_column_bbox'] + + # Process the rows and columns into a complete segmented table + columns = postprocess.align_columns(columns, table['row_column_bbox']) + rows = postprocess.align_rows(rows, table['row_column_bbox']) + + structure['rows'] = rows + structure['columns'] = columns + structure['column headers'] = column_headers + structure['spanning cells'] = spanning_cells + + if len(rows) > 0 and len(columns) > 1: + structure = refine_table_structure(structure, class_thresholds) + + table_structures.append(structure) + + return table_structures + + +def refine_table_structure(table_structure, class_thresholds): + """ + Apply operations to the detected table structure objects such as + thresholding, NMS, and alignment. + """ + rows = table_structure["rows"] + columns = table_structure['columns'] + + # Process the headers + column_headers = table_structure['column headers'] + column_headers = postprocess.apply_threshold(column_headers, class_thresholds["table column header"]) + column_headers = postprocess.nms(column_headers) + column_headers = align_headers(column_headers, rows) + + # Process spanning cells + spanning_cells = [elem for elem in table_structure['spanning cells'] if not elem['projected row header']] + projected_row_headers = [elem for elem in table_structure['spanning cells'] if elem['projected row header']] + spanning_cells = postprocess.apply_threshold(spanning_cells, class_thresholds["table spanning cell"]) + projected_row_headers = postprocess.apply_threshold(projected_row_headers, + class_thresholds["table projected row header"]) + spanning_cells += projected_row_headers + # Align before NMS for spanning cells because alignment brings them into agreement + # with rows and columns first; if spanning cells still overlap after this operation, + # the threshold for NMS can basically be lowered to just above 0 + spanning_cells = postprocess.align_supercells(spanning_cells, rows, columns) + spanning_cells = postprocess.nms_supercells(spanning_cells) + + postprocess.header_supercell_tree(spanning_cells) + + table_structure['columns'] = columns + table_structure['rows'] = rows + table_structure['spanning cells'] = spanning_cells + table_structure['column headers'] = column_headers + + return table_structure + + +def align_headers(headers, rows): + """ + Adjust the header boundary to be the convex hull of the rows it intersects + at least 50% of the height of. + + For now, we are not supporting tables with multiple headers, so we need to + eliminate anything besides the top-most header. + """ + + aligned_headers = [] + + for row in rows: + row['column header'] = False + + header_row_nums = [] + for header in headers: + for row_num, row in enumerate(rows): + row_height = row['bbox'][3] - row['bbox'][1] + min_row_overlap = max(row['bbox'][1], header['bbox'][1]) + max_row_overlap = min(row['bbox'][3], header['bbox'][3]) + overlap_height = max_row_overlap - min_row_overlap + if overlap_height / row_height >= 0.5: + header_row_nums.append(row_num) + + if len(header_row_nums) == 0: + return aligned_headers + + header_rect = Rect() + if header_row_nums[0] > 0: + header_row_nums = list(range(header_row_nums[0]+1)) + header_row_nums + + last_row_num = -1 + for row_num in header_row_nums: + if row_num == last_row_num + 1: + row = rows[row_num] + row['column header'] = True + header_rect = header_rect.include_rect(row['bbox']) + last_row_num = row_num + else: + # Break as soon as a non-header row is encountered. + # This ignores any subsequent rows in the table labeled as a header. + # Having more than 1 header is not supported currently. + break + + header = {'bbox': list(header_rect)} + aligned_headers.append(header) + + return aligned_headers + +def structure_to_cells(table_structure, tokens): + """ + Assuming the row, column, spanning cell, and header bounding boxes have + been refined into a set of consistent table structures, process these + table structures into table cells. This is a universal representation + format for the table, which can later be exported to Pandas or CSV formats. + Classify the cells as header/access cells or data cells + based on if they intersect with the header bounding box. + """ + columns = table_structure['columns'] + rows = table_structure['rows'] + spanning_cells = table_structure['spanning cells'] + cells = [] + subcells = [] + + # Identify complete cells and subcells + for column_num, column in enumerate(columns): + for row_num, row in enumerate(rows): + column_rect = Rect(list(column['bbox'])) + row_rect = Rect(list(row['bbox'])) + cell_rect = row_rect.intersect(column_rect) + header = 'column header' in row and row['column header'] + cell = {'bbox': list(cell_rect), 'column_nums': [column_num], 'row_nums': [row_num], + 'column header': header} + + cell['subcell'] = False + for spanning_cell in spanning_cells: + spanning_cell_rect = Rect(list(spanning_cell['bbox'])) + if (spanning_cell_rect.intersect(cell_rect).get_area() + / cell_rect.get_area()) > 0.5: + cell['subcell'] = True + break + + if cell['subcell']: + subcells.append(cell) + else: + #cell text = extract_text_inside_bbox(table_spans, cell['bbox']) + #cell['cell text'] = cell text + cell['projected row header'] = False + cells.append(cell) + + for spanning_cell in spanning_cells: + spanning_cell_rect = Rect(list(spanning_cell['bbox'])) + cell_columns = set() + cell_rows = set() + cell_rect = None + header = True + for subcell in subcells: + subcell_rect = Rect(list(subcell['bbox'])) + subcell_rect_area = subcell_rect.get_area() + if (subcell_rect.intersect(spanning_cell_rect).get_area() + / subcell_rect_area) > 0.5: + if cell_rect is None: + cell_rect = Rect(list(subcell['bbox'])) + else: + cell_rect.include_rect(Rect(list(subcell['bbox']))) + cell_rows = cell_rows.union(set(subcell['row_nums'])) + cell_columns = cell_columns.union(set(subcell['column_nums'])) + # By convention here, all subcells must be classified + # as header cells for a spanning cell to be classified as a header cell; + # otherwise, this could lead to a non-rectangular header region + header = header and 'column header' in subcell and subcell['column header'] + if len(cell_rows) > 0 and len(cell_columns) > 0: + cell = {'bbox': list(cell_rect), 'column_nums': list(cell_columns), 'row_nums': list(cell_rows), + 'column header': header, 'projected row header': spanning_cell['projected row header']} + cells.append(cell) + + # Compute a confidence score based on how well the page tokens + # slot into the cells reported by the model + _, _, cell_match_scores = postprocess.slot_into_containers(cells, tokens) + try: + mean_match_score = sum(cell_match_scores) / len(cell_match_scores) + min_match_score = min(cell_match_scores) + confidence_score = (mean_match_score + min_match_score)/2 + except: + confidence_score = 0 + + # Dilate rows and columns before final extraction + #dilated_columns = fill_column_gaps(columns, table_bbox) + dilated_columns = columns + #dilated_rows = fill_row_gaps(rows, table_bbox) + dilated_rows = rows + for cell in cells: + column_rect = Rect() + for column_num in cell['column_nums']: + column_rect.include_rect(list(dilated_columns[column_num]['bbox'])) + row_rect = Rect() + for row_num in cell['row_nums']: + row_rect.include_rect(list(dilated_rows[row_num]['bbox'])) + cell_rect = column_rect.intersect(row_rect) + cell['bbox'] = list(cell_rect) + + span_nums_by_cell, _, _ = postprocess.slot_into_containers(cells, tokens, overlap_threshold=0.001, + unique_assignment=True, forced_assignment=False) + + for cell, cell_span_nums in zip(cells, span_nums_by_cell): + cell_spans = [tokens[num] for num in cell_span_nums] + # TODO: Refine how text is extracted; should be character-based, not span-based; + # but need to associate + cell['cell text'] = postprocess.extract_text_from_spans(cell_spans, remove_integer_superscripts=False) + cell['spans'] = cell_spans + + # Adjust the row, column, and cell bounding boxes to reflect the extracted text + num_rows = len(rows) + rows = postprocess.sort_objects_top_to_bottom(rows) + num_columns = len(columns) + columns = postprocess.sort_objects_left_to_right(columns) + min_y_values_by_row = defaultdict(list) + max_y_values_by_row = defaultdict(list) + min_x_values_by_column = defaultdict(list) + max_x_values_by_column = defaultdict(list) + for cell in cells: + min_row = min(cell["row_nums"]) + max_row = max(cell["row_nums"]) + min_column = min(cell["column_nums"]) + max_column = max(cell["column_nums"]) + for span in cell['spans']: + min_x_values_by_column[min_column].append(span['bbox'][0]) + min_y_values_by_row[min_row].append(span['bbox'][1]) + max_x_values_by_column[max_column].append(span['bbox'][2]) + max_y_values_by_row[max_row].append(span['bbox'][3]) + for row_num, row in enumerate(rows): + if len(min_x_values_by_column[0]) > 0: + row['bbox'][0] = min(min_x_values_by_column[0]) + if len(min_y_values_by_row[row_num]) > 0: + row['bbox'][1] = min(min_y_values_by_row[row_num]) + if len(max_x_values_by_column[num_columns-1]) > 0: + row['bbox'][2] = max(max_x_values_by_column[num_columns-1]) + if len(max_y_values_by_row[row_num]) > 0: + row['bbox'][3] = max(max_y_values_by_row[row_num]) + for column_num, column in enumerate(columns): + if len(min_x_values_by_column[column_num]) > 0: + column['bbox'][0] = min(min_x_values_by_column[column_num]) + if len(min_y_values_by_row[0]) > 0: + column['bbox'][1] = min(min_y_values_by_row[0]) + if len(max_x_values_by_column[column_num]) > 0: + column['bbox'][2] = max(max_x_values_by_column[column_num]) + if len(max_y_values_by_row[num_rows-1]) > 0: + column['bbox'][3] = max(max_y_values_by_row[num_rows-1]) + for cell in cells: + row_rect = Rect() + column_rect = Rect() + for row_num in cell['row_nums']: + row_rect.include_rect(list(rows[row_num]['bbox'])) + for column_num in cell['column_nums']: + column_rect.include_rect(list(columns[column_num]['bbox'])) + cell_rect = row_rect.intersect(column_rect) + if cell_rect.get_area() > 0: + cell['bbox'] = list(cell_rect) + pass + + return cells, confidence_score + +def cells_to_html(cells): + cells = sorted(cells, key=lambda k: min(k['column_nums'])) + cells = sorted(cells, key=lambda k: min(k['row_nums'])) + + table = ET.Element("table") + current_row = -1 + + for cell in cells: + this_row = min(cell['row_nums']) + + attrib = {} + colspan = len(cell['column_nums']) + if colspan > 1: + attrib['colspan'] = str(colspan) + rowspan = len(cell['row_nums']) + if rowspan > 1: + attrib['rowspan'] = str(rowspan) + if this_row > current_row: + current_row = this_row + if cell['column header']: + cell_tag = "th" + row = ET.SubElement(table, "thead") + else: + cell_tag = "td" + row = ET.SubElement(table, "tr") + tcell = ET.SubElement(row, cell_tag, attrib=attrib) + tcell.text = cell['cell text'] + + return str(ET.tostring(table, encoding="unicode", short_empty_elements=False)) From ac95ddba934b79a304f70edf4b9f414fbd1c1a66 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Fri, 24 Mar 2023 16:10:52 +1100 Subject: [PATCH 02/50] Table processing in document layout --- unstructured_inference/inference/layout.py | 11 ++++++ unstructured_inference/models/tables.py | 39 +++++++++++++++++++--- 2 files changed, 45 insertions(+), 5 deletions(-) diff --git a/unstructured_inference/inference/layout.py b/unstructured_inference/inference/layout.py index 9a11663a..44f3f1b3 100644 --- a/unstructured_inference/inference/layout.py +++ b/unstructured_inference/inference/layout.py @@ -14,6 +14,7 @@ from unstructured_inference.logger import logger import unstructured_inference.models.tesseract as tesseract +import unstructured_inference.models.tables as tables from unstructured_inference.models.base import get_model from unstructured_inference.models.unstructuredmodel import UnstructuredModel @@ -276,6 +277,8 @@ def get_element_from_block( if block.text is not None: # If block text is already populated, we'll assume it's correct text = block.text + elif block.type == 'Table': + text = interprete_table_block(block, image) elif layout is not None: text = aggregate_by_block(block, image, layout, ocr_strategy) elif image is not None: @@ -310,6 +313,14 @@ def aggregate_by_block( text = " ".join([x for x in filtered_blocks.get_texts() if x]) return text +def interprete_table_block( + text_block: TextBlock, image:Image.Image +) -> str: + tables.load_agent() + image_array = np.array(image) + padded_block = text_block.pad(left=5, right=5, top=5, bottom=5) + cropped_image = padded_block.crop_image(image_array) + return tables.tables_agent.predict(cropped_image) def interpret_text_block( text_block: TextBlock, image: Image.Image, ocr_strategy: str = "auto" diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index 911e9823..79ea7748 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -4,6 +4,7 @@ import logging from unstructured_inference.models.unstructuredmodel import UnstructuredModel +from unstructured_inference.logger import logger from collections import defaultdict import xml.etree.ElementTree as ET @@ -24,12 +25,13 @@ from . import table_postprocess as postprocess + class UnstructuredTableTransformerModel(UnstructuredModel): """Unstructured model wrapper for table-transformer.""" def predict(self, x: Image): # Predict table structure - + super().predict(x) return self.run_prediction(x) def initialize( @@ -55,6 +57,24 @@ def initialize( self.model.to(device) def run_prediction(self, x: Image): + with torch.no_grad(): + x = Image.fromarray(x) + encoding = self.feature_extractor(x, return_tensors="pt").to(self.device) + outputs_structure = self.model(**encoding) + + ''' + target_sizes = [x.size[::-1]] + new_image = Image.new('RGB', (x.size[0], x.size[1]), color='white') + for box in self.feature_extractor.post_process_object_detection(outputs_structure, threshold=0.6, target_sizes=target_sizes)[0]['boxes']: + # paste cropped + box = box.detach().numpy() + crop_image = x.crop((box)) + #print(box) + new_image.paste(crop_image, (int(box[0]), int(box[1]))) + + #new_image.show() + ''' + zoom = 6 img = cv2.resize( cv2.cvtColor(np.array(x), cv2.COLOR_RGB2BGR), @@ -93,12 +113,21 @@ def run_prediction(self, x: Image): if not 'block_num' in token: token['block_num'] = 0 - with torch.no_grad(): - encoding = self.feature_extractor(x, return_tensors="pt").to(self.device) - outputs_structure = self.model(**encoding) - return recognize(outputs_structure, x, tokens = tokens, out_html=True)['html'][0] +tables_agent: UnstructuredTableTransformerModel = None + + +def load_agent(): + """Loads the Tesseract OCR agent as a global variable to ensure that we only load it once.""" + global tables_agent + + if tables_agent is None: + logger.info("Loading the Tesseract OCR agent ...") + tables_agent = UnstructuredTableTransformerModel() + tables_agent.initialize("microsoft/table-transformer-structure-recognition") + + def get_class_map(data_type): if data_type == 'structure': From 7b4320d74f65e837b4a247ebdffba54c28922172 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Fri, 24 Mar 2023 17:10:54 +1100 Subject: [PATCH 03/50] Platform x86_64 check' --- unstructured_inference/models/tables.py | 41 +++++++++++++++---------- 1 file changed, 24 insertions(+), 17 deletions(-) diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index 79ea7748..8b190c65 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -21,6 +21,7 @@ from PIL import Image from typing import Union, Optional from pathlib import Path +import platform from . import table_postprocess as postprocess @@ -75,26 +76,29 @@ def run_prediction(self, x: Image): #new_image.show() ''' - zoom = 6 - img = cv2.resize( - cv2.cvtColor(np.array(x), cv2.COLOR_RGB2BGR), - None, - fx=zoom, - fy=zoom, - interpolation=cv2.INTER_CUBIC, - ) + if platform.machine() == "x86_64": + pass + else: + zoom = 6 + img = cv2.resize( + cv2.cvtColor(np.array(x), cv2.COLOR_RGB2BGR), + None, + fx=zoom, + fy=zoom, + interpolation=cv2.INTER_CUBIC, + ) - kernel = np.ones((1, 1), np.uint8) - img = cv2.dilate(img, kernel, iterations=1) - img = cv2.erode(img, kernel, iterations=1) + kernel = np.ones((1, 1), np.uint8) + img = cv2.dilate(img, kernel, iterations=1) + img = cv2.erode(img, kernel, iterations=1) - ocr_df = pytesseract.image_to_data(Image.fromarray(img), output_type="data.frame") + ocr_df = pytesseract.image_to_data(Image.fromarray(img), output_type="data.frame") - ocr_df = ocr_df.dropna() + ocr_df = ocr_df.dropna() - tokens = [] - for idx in ocr_df.itertuples(): - tokens.append({ 'bbox': [idx.left/zoom, idx.top/zoom, (idx.left+idx.width)/zoom, (idx.top+idx.height)/zoom], 'text':idx.text}) + tokens = [] + for idx in ocr_df.itertuples(): + tokens.append({ 'bbox': [idx.left/zoom, idx.top/zoom, (idx.left+idx.width)/zoom, (idx.top+idx.height)/zoom], 'text':idx.text}) sorted(tokens, key=lambda x:x['bbox'][1]*10000+x['bbox'][0]) @@ -127,7 +131,10 @@ def load_agent(): tables_agent = UnstructuredTableTransformerModel() tables_agent.initialize("microsoft/table-transformer-structure-recognition") - + if platform.machine() == "x86_64": + from paddleocr import PaddleOCR + global paddle_ocr + paddle_ocr = PaddleOCR(use_angle_cls=True, lang='en', mkl_dnn=True) def get_class_map(data_type): if data_type == 'structure': From 6f78f65e91d166f06737758c6ea4ee8cc3a5e4f4 Mon Sep 17 00:00:00 2001 From: EC2 Default User Date: Fri, 24 Mar 2023 08:53:57 +0000 Subject: [PATCH 04/50] PaddleOCR integrated --- unstructured_inference/models/tables.py | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index 8b190c65..d549e998 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -58,8 +58,8 @@ def initialize( self.model.to(device) def run_prediction(self, x: Image): + x = Image.fromarray(x) with torch.no_grad(): - x = Image.fromarray(x) encoding = self.feature_extractor(x, return_tensors="pt").to(self.device) outputs_structure = self.model(**encoding) @@ -77,7 +77,17 @@ def run_prediction(self, x: Image): ''' if platform.machine() == "x86_64": - pass + paddle_result = paddle_ocr.ocr(np.array(x), cls=True) + + tokens = [] + for idx in range(len(paddle_result)): + res = paddle_result[idx] + for line in res: + xmin = min([i[0] for i in line[0]]) + ymin = min([i[1] for i in line[0]]) + xmax = max([i[0] for i in line[0]]) + ymax = max([i[1] for i in line[0]]) + tokens.append({ 'bbox': [xmin, ymin, xmax, ymax], 'text':line[1][0]}) else: zoom = 6 img = cv2.resize( From e3c8c72b7a07c8fcd250a7ac410def1c5ef15b9f Mon Sep 17 00:00:00 2001 From: Benjamin Torres Date: Fri, 24 Mar 2023 09:24:11 +0000 Subject: [PATCH 05/50] Deactivate show_log in paddleocr --- unstructured_inference/models/tables.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index d549e998..26206c99 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -144,7 +144,7 @@ def load_agent(): if platform.machine() == "x86_64": from paddleocr import PaddleOCR global paddle_ocr - paddle_ocr = PaddleOCR(use_angle_cls=True, lang='en', mkl_dnn=True) + paddle_ocr = PaddleOCR(use_angle_cls=True, lang='en', mkl_dnn=True, show_log = False) def get_class_map(data_type): if data_type == 'structure': From 04689ee5a8ceadbe6b8f9f3c7c2baed7fcabe615 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Sat, 25 Mar 2023 20:07:02 -0500 Subject: [PATCH 06/50] Utilize layout updates --- unstructured_inference/inference/layout.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/unstructured_inference/inference/layout.py b/unstructured_inference/inference/layout.py index 8fbaab21..a6868b1e 100644 --- a/unstructured_inference/inference/layout.py +++ b/unstructured_inference/inference/layout.py @@ -287,11 +287,11 @@ def aggregate_by_block( return text -def interprete_table_block(text_block: TextBlock, image: Image.Image) -> str: +def interprete_table_block(text_block: TextRegion, image: Image.Image) -> str: + """Extract the contents of a table.""" tables.load_agent() - image_array = np.array(image) - padded_block = text_block.pad(left=5, right=5, top=5, bottom=5) - cropped_image = padded_block.crop_image(image_array) + padded_block = text_block.pad(5) + cropped_image = image.crop((padded_block.x1, padded_block.y1, padded_block.x2, padded_block.y2)) return tables.tables_agent.predict(cropped_image) From d8b3068d3f3b51a3d5d1eefbd4f33f679a45cc70 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Sat, 25 Mar 2023 20:07:30 -0500 Subject: [PATCH 07/50] Formatting and linting --- .../models/table_postprocess.py | 577 ++++++++++-------- unstructured_inference/models/tables.py | 396 ++++++------ 2 files changed, 543 insertions(+), 430 deletions(-) diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py index 0e389190..407a2b1a 100644 --- a/unstructured_inference/models/table_postprocess.py +++ b/unstructured_inference/models/table_postprocess.py @@ -11,20 +11,20 @@ def apply_threshold(objects, threshold): """ Filter out objects below a certain score. """ - return [obj for obj in objects if obj['score'] >= threshold] + return [obj for obj in objects if obj["score"] >= threshold] def apply_class_thresholds(bboxes, labels, scores, class_names, class_thresholds): """ Filter out bounding boxes whose confidence is below the confidence threshold for - its associated class label. + its associated class label. """ # Apply class-specific thresholds - indices_above_threshold = [idx for idx, (score, label) in enumerate(zip(scores, labels)) - if score >= class_thresholds[ - class_names[label] - ] - ] + indices_above_threshold = [ + idx + for idx, (score, label) in enumerate(zip(scores, labels)) + if score >= class_thresholds[class_names[label]] + ] bboxes = [bboxes[idx] for idx in indices_above_threshold] scores = [scores[idx] for idx in indices_above_threshold] labels = [labels[idx] for idx in indices_above_threshold] @@ -38,11 +38,11 @@ def iou(bbox1, bbox2): """ intersection = Rect(bbox1).intersect(bbox2) union = Rect(bbox1).include_rect(bbox2) - + union_area = union.get_area() if union_area > 0: return intersection.get_area() / union.get_area() - + return 0 @@ -51,11 +51,11 @@ def iob(bbox1, bbox2): Compute the intersection area over box area, for bbox1. """ intersection = Rect(bbox1).intersect(bbox2) - + bbox1_area = Rect(bbox1).get_area() if bbox1_area > 0: return intersection.get_area() / bbox1_area - + return 0 @@ -68,20 +68,25 @@ def objects_to_cells(table, objects_in_table, tokens_in_table, class_map, class_ uniquely slotted into the cells detected by the table model. """ - table_structures = objects_to_table_structures(table, objects_in_table, tokens_in_table, class_map, - class_thresholds) + table_structures = objects_to_table_structures( + table, objects_in_table, tokens_in_table, class_map, class_thresholds + ) # Check for a valid table - if len(table_structures['columns']) < 1 or len(table_structures['rows']) < 1: - cells = []#None + if len(table_structures["columns"]) < 1 or len(table_structures["rows"]) < 1: + cells = [] # None confidence_score = 0 else: - cells, confidence_score = table_structure_to_cells(table_structures, tokens_in_table, table['bbox']) + cells, confidence_score = table_structure_to_cells( + table_structures, tokens_in_table, table["bbox"] + ) return table_structures, cells, confidence_score -def objects_to_table_structures(table_object, objects_in_table, tokens_in_table, class_names, class_thresholds): +def objects_to_table_structures( + table_object, objects_in_table, tokens_in_table, class_names, class_thresholds +): """ Process the bounding boxes produced by the table structure recognition model into a *consistent* set of table structures (rows, columns, supercells, headers). @@ -89,58 +94,66 @@ def objects_to_table_structures(table_object, objects_in_table, tokens_in_table, conditions (for example: rows should all have the same width, etc.). """ - page_num = table_object['page_num'] + page_num = table_object["page_num"] table_structures = {} - columns = [obj for obj in objects_in_table if class_names[obj['label']] == 'table column'] - rows = [obj for obj in objects_in_table if class_names[obj['label']] == 'table row'] - headers = [obj for obj in objects_in_table if class_names[obj['label']] == 'table column header'] - supercells = [obj for obj in objects_in_table if class_names[obj['label']] == 'table spanning cell'] + columns = [obj for obj in objects_in_table if class_names[obj["label"]] == "table column"] + rows = [obj for obj in objects_in_table if class_names[obj["label"]] == "table row"] + headers = [ + obj for obj in objects_in_table if class_names[obj["label"]] == "table column header" + ] + supercells = [ + obj for obj in objects_in_table if class_names[obj["label"]] == "table spanning cell" + ] for obj in supercells: - obj['subheader'] = False - subheaders = [obj for obj in objects_in_table if class_names[obj['label']] == 'table projected row header'] + obj["subheader"] = False + subheaders = [ + obj for obj in objects_in_table if class_names[obj["label"]] == "table projected row header" + ] for obj in subheaders: - obj['subheader'] = True + obj["subheader"] = True supercells += subheaders for obj in rows: - obj['header'] = False + obj["header"] = False for header_obj in headers: - if iob(obj['bbox'], header_obj['bbox']) >= 0.5: - obj['header'] = True + if iob(obj["bbox"], header_obj["bbox"]) >= 0.5: + obj["header"] = True for row in rows: - row['page'] = page_num + row["page"] = page_num for column in columns: - column['page'] = page_num + column["page"] = page_num - #Refine table structures - rows = refine_rows(rows, tokens_in_table, class_thresholds['table row']) - columns = refine_columns(columns, tokens_in_table, class_thresholds['table column']) + # Refine table structures + rows = refine_rows(rows, tokens_in_table, class_thresholds["table row"]) + columns = refine_columns(columns, tokens_in_table, class_thresholds["table column"]) # Shrink table bbox to just the total height of the rows # and the total width of the columns row_rect = Rect() for obj in rows: - row_rect.include_rect(obj['bbox']) - column_rect = Rect() + row_rect.include_rect(obj["bbox"]) + column_rect = Rect() for obj in columns: - column_rect.include_rect(obj['bbox']) - table_object['row_column_bbox'] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] - table_object['bbox'] = table_object['row_column_bbox'] + column_rect.include_rect(obj["bbox"]) + table_object["row_column_bbox"] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] + table_object["bbox"] = table_object["row_column_bbox"] # Process the rows and columns into a complete segmented table - columns = align_columns(columns, table_object['row_column_bbox']) - rows = align_rows(rows, table_object['row_column_bbox']) + columns = align_columns(columns, table_object["row_column_bbox"]) + rows = align_rows(rows, table_object["row_column_bbox"]) - table_structures['rows'] = rows - table_structures['columns'] = columns - table_structures['headers'] = headers - table_structures['supercells'] = supercells + table_structures["rows"] = rows + table_structures["columns"] = columns + table_structures["headers"] = headers + table_structures["supercells"] = supercells if len(rows) > 0 and len(columns) > 1: - table_structures = refine_table_structures(table_object['bbox'], table_structures, tokens_in_table, class_thresholds) + table_structures = refine_table_structures( + table_object["bbox"], table_structures, tokens_in_table, class_thresholds + ) return table_structures @@ -155,8 +168,7 @@ def refine_rows(rows, tokens, score_threshold): rows = nms_by_containment(rows, tokens, overlap_threshold=0.5) remove_objects_without_content(tokens, rows) else: - rows = nms(rows, match_criteria="object2_overlap", - match_threshold=0.5, keep_higher=True) + rows = nms(rows, match_criteria="object2_overlap", match_threshold=0.5, keep_higher=True) if len(rows) > 1: rows = sort_objects_top_to_bottom(rows) @@ -173,8 +185,9 @@ def refine_columns(columns, tokens, score_threshold): columns = nms_by_containment(columns, tokens, overlap_threshold=0.5) remove_objects_without_content(tokens, columns) else: - columns = nms(columns, match_criteria="object2_overlap", - match_threshold=0.25, keep_higher=True) + columns = nms( + columns, match_criteria="object2_overlap", match_threshold=0.25, keep_higher=True + ) if len(columns) > 1: columns = sort_objects_left_to_right(columns) @@ -189,8 +202,13 @@ def nms_by_containment(container_objects, package_objects, overlap_threshold=0.5 num_objects = len(container_objects) suppression = [False for obj in container_objects] - packages_by_container, _, _ = slot_into_containers(container_objects, package_objects, overlap_threshold=overlap_threshold, - unique_assignment=True, forced_assignment=False) + packages_by_container, _, _ = slot_into_containers( + container_objects, + package_objects, + overlap_threshold=overlap_threshold, + unique_assignment=True, + forced_assignment=False, + ) for object2_num in range(1, num_objects): object2_packages = set(packages_by_container[object2_num]) @@ -206,10 +224,16 @@ def nms_by_containment(container_objects, package_objects, overlap_threshold=0.5 return final_objects -def slot_into_containers(container_objects, package_objects, overlap_threshold=0.5, - unique_assignment=True, forced_assignment=False): +def slot_into_containers( + container_objects, + package_objects, + overlap_threshold=0.5, + unique_assignment=True, + forced_assignment=False, +): """ - Slot a collection of objects into the container they occupy most (the container which holds the largest fraction of the object). + Slot a collection of objects into the container they occupy most (the container which holds the + largest fraction of the object). """ best_match_scores = [] @@ -222,30 +246,32 @@ def slot_into_containers(container_objects, package_objects, overlap_threshold=0 match_scores = defaultdict(dict) for package_num, package in enumerate(package_objects): match_scores = [] - package_rect = Rect(package['bbox']) - package_area = package_rect.get_area() + package_rect = Rect(package["bbox"]) + package_area = package_rect.get_area() for container_num, container in enumerate(container_objects): - container_rect = Rect(container['bbox']) - intersect_area = container_rect.intersect(package['bbox']).get_area() + container_rect = Rect(container["bbox"]) + intersect_area = container_rect.intersect(package["bbox"]).get_area() overlap_fraction = intersect_area / package_area - match_scores.append({'container': container, 'container_num': container_num, 'score': overlap_fraction}) + match_scores.append( + {"container": container, "container_num": container_num, "score": overlap_fraction} + ) sorted_match_scores = sort_objects_by_score(match_scores) best_match_score = sorted_match_scores[0] - best_match_scores.append(best_match_score['score']) - if forced_assignment or best_match_score['score'] >= overlap_threshold: - container_assignments[best_match_score['container_num']].append(package_num) - package_assignments[package_num].append(best_match_score['container_num']) + best_match_scores.append(best_match_score["score"]) + if forced_assignment or best_match_score["score"] >= overlap_threshold: + container_assignments[best_match_score["container_num"]].append(package_num) + package_assignments[package_num].append(best_match_score["container_num"]) - if not unique_assignment: # slot package into all eligible slots + if not unique_assignment: # slot package into all eligible slots for match_score in sorted_match_scores[1:]: - if match_score['score'] >= overlap_threshold: - container_assignments[match_score['container_num']].append(package_num) - package_assignments[package_num].append(match_score['container_num']) + if match_score["score"] >= overlap_threshold: + container_assignments[match_score["container_num"]].append(package_num) + package_assignments[package_num].append(match_score["container_num"]) else: break - + return container_assignments, package_assignments, best_match_scores @@ -257,7 +283,7 @@ def sort_objects_by_score(objects, reverse=True): sign = -1 else: sign = 1 - return sorted(objects, key=lambda k: sign*k['score']) + return sorted(objects, key=lambda k: sign * k["score"]) def remove_objects_without_content(page_spans, objects): @@ -266,11 +292,11 @@ def remove_objects_without_content(page_spans, objects): have any text associated with them. """ for obj in objects[:]: - object_text, _ = extract_text_inside_bbox(page_spans, obj['bbox']) + object_text, _ = extract_text_inside_bbox(page_spans, obj["bbox"]) if len(object_text.strip()) == 0: objects.remove(obj) - - + + def extract_text_inside_bbox(spans, bbox): """ Extract the text inside a bounding box. @@ -289,7 +315,7 @@ def get_bbox_span_subset(spans, bbox, threshold=0.5): """ span_subset = [] for span in spans: - if overlaps(span['bbox'], bbox, threshold): + if overlaps(span["bbox"], bbox, threshold): span_subset.append(span) return span_subset @@ -302,7 +328,7 @@ def overlaps(bbox1, bbox2, threshold=0.5): area1 = rect1.get_area() if area1 == 0: return False - return rect1.intersect(list(bbox2)).get_area()/area1 >= threshold + return rect1.intersect(list(bbox2)).get_area() / area1 >= threshold def extract_text_from_spans(spans, join_with_space=True, remove_integer_superscripts=True): @@ -315,44 +341,49 @@ def extract_text_from_spans(spans, join_with_space=True, remove_integer_superscr else: join_char = "" spans_copy = spans[:] - + if remove_integer_superscripts: for span in spans: - if not 'flags' in span: + if "flags" not in span: continue - flags = span['flags'] - if flags & 2**0: # superscript flag - if is_int(span['text']): + flags = span["flags"] + if flags & 2**0: # superscript flag + if is_int(span["text"]): spans_copy.remove(span) else: - span['superscript'] = True + span["superscript"] = True if len(spans_copy) == 0: return "" - - spans_copy.sort(key=lambda span: span['span_num']) - spans_copy.sort(key=lambda span: span['line_num']) - spans_copy.sort(key=lambda span: span['block_num']) - + + spans_copy.sort(key=lambda span: span["span_num"]) + spans_copy.sort(key=lambda span: span["line_num"]) + spans_copy.sort(key=lambda span: span["block_num"]) + # Force the span at the end of every line within a block to have exactly one space # unless the line ends with a space or ends with a non-space followed by a hyphen line_texts = [] - line_span_texts = [spans_copy[0]['text']] + line_span_texts = [spans_copy[0]["text"]] for span1, span2 in zip(spans_copy[:-1], spans_copy[1:]): - if not span1['block_num'] == span2['block_num'] or not span1['line_num'] == span2['line_num']: + if ( + not span1["block_num"] == span2["block_num"] + or not span1["line_num"] == span2["line_num"] + ): line_text = join_char.join(line_span_texts).strip() - if (len(line_text) > 0 - and not line_text[-1] == ' ' - and not (len(line_text) > 1 and line_text[-1] == "-" and not line_text[-2] == ' ')): + if ( + len(line_text) > 0 + and not line_text[-1] == " " + and not (len(line_text) > 1 and line_text[-1] == "-" and not line_text[-2] == " ") + ): if not join_with_space: - line_text += ' ' + line_text += " " line_texts.append(line_text) - line_span_texts = [span2['text']] + line_span_texts = [span2["text"]] else: - line_span_texts.append(span2['text']) + line_span_texts.append(span2["text"]) line_text = join_char.join(line_span_texts) line_texts.append(line_text) - + return join_char.join(line_texts).strip() @@ -360,14 +391,14 @@ def sort_objects_left_to_right(objs): """ Put the objects in order from left to right. """ - return sorted(objs, key=lambda k: k['bbox'][0] + k['bbox'][2]) + return sorted(objs, key=lambda k: k["bbox"][0] + k["bbox"][2]) def sort_objects_top_to_bottom(objs): """ Put the objects in order from top to bottom. """ - return sorted(objs, key=lambda k: k['bbox'][1] + k['bbox'][3]) + return sorted(objs, key=lambda k: k["bbox"][1] + k["bbox"][3]) def align_columns(columns, bbox): @@ -377,8 +408,8 @@ def align_columns(columns, bbox): """ try: for column in columns: - column['bbox'][1] = bbox[1] - column['bbox'][3] = bbox[3] + column["bbox"][1] = bbox[1] + column["bbox"][3] = bbox[3] except Exception as err: print("Could not align columns: {}".format(err)) pass @@ -393,8 +424,8 @@ def align_rows(rows, bbox): """ try: for row in rows: - row['bbox'][0] = bbox[0] - row['bbox'][2] = bbox[2] + row["bbox"][0] = bbox[0] + row["bbox"][2] = bbox[2] except Exception as err: print("Could not align rows: {}".format(err)) pass @@ -408,20 +439,20 @@ def refine_table_structures(table_bbox, table_structures, page_spans, class_thre thresholding, NMS, and alignment. """ rows = table_structures["rows"] - columns = table_structures['columns'] + columns = table_structures["columns"] - #columns = fill_column_gaps(columns, table_bbox) - #rows = fill_row_gaps(rows, table_bbox) + # columns = fill_column_gaps(columns, table_bbox) + # rows = fill_row_gaps(rows, table_bbox) # Process the headers - headers = table_structures['headers'] + headers = table_structures["headers"] headers = apply_threshold(headers, class_thresholds["table column header"]) headers = nms(headers) headers = align_headers(headers, rows) # Process supercells - supercells = [elem for elem in table_structures['supercells'] if not elem['subheader']] - subheaders = [elem for elem in table_structures['supercells'] if elem['subheader']] + supercells = [elem for elem in table_structures["supercells"] if not elem["subheader"]] + subheaders = [elem for elem in table_structures["supercells"] if elem["subheader"]] supercells = apply_threshold(supercells, class_thresholds["table spanning cell"]) subheaders = apply_threshold(subheaders, class_thresholds["table projected row header"]) supercells += subheaders @@ -433,10 +464,10 @@ def refine_table_structures(table_bbox, table_structures, page_spans, class_thre header_supercell_tree(supercells) - table_structures['columns'] = columns - table_structures['rows'] = rows - table_structures['supercells'] = supercells - table_structures['headers'] = headers + table_structures["columns"] = columns + table_structures["rows"] = rows + table_structures["supercells"] = supercells + table_structures["headers"] = headers return table_structures @@ -444,7 +475,7 @@ def refine_table_structures(table_bbox, table_structures, page_spans, class_thre def nms(objects, match_criteria="object2_overlap", match_threshold=0.05, keep_higher=True): """ A customizable version of non-maxima suppression (NMS). - + Default behavior: If a lower-confidence object overlaps more than 5% of its area with a higher-confidence object, remove the lower-confidence object. @@ -462,19 +493,19 @@ def nms(objects, match_criteria="object2_overlap", match_threshold=0.05, keep_hi suppression = [False for obj in objects] for object2_num in range(1, num_objects): - object2_rect = Rect(objects[object2_num]['bbox']) + object2_rect = Rect(objects[object2_num]["bbox"]) object2_area = object2_rect.get_area() for object1_num in range(object2_num): if not suppression[object1_num]: - object1_rect = Rect(objects[object1_num]['bbox']) + object1_rect = Rect(objects[object1_num]["bbox"]) object1_area = object1_rect.get_area() intersect_area = object1_rect.intersect(object2_rect).get_area() try: - if match_criteria=="object1_overlap": + if match_criteria == "object1_overlap": metric = intersect_area / object1_area - elif match_criteria=="object2_overlap": + elif match_criteria == "object2_overlap": metric = intersect_area / object2_area - elif match_criteria=="iou": + elif match_criteria == "iou": metric = intersect_area / (object1_area + object2_area - intersect_area) if metric >= match_threshold: suppression[object2_num] = True @@ -494,18 +525,18 @@ def align_headers(headers, rows): For now, we are not supporting tables with multiple headers, so we need to eliminate anything besides the top-most header. """ - + aligned_headers = [] for row in rows: - row['header'] = False + row["header"] = False header_row_nums = [] for header in headers: for row_num, row in enumerate(rows): - row_height = row['bbox'][3] - row['bbox'][1] - min_row_overlap = max(row['bbox'][1], header['bbox'][1]) - max_row_overlap = min(row['bbox'][3], header['bbox'][3]) + row_height = row["bbox"][3] - row["bbox"][1] + min_row_overlap = max(row["bbox"][1], header["bbox"][1]) + max_row_overlap = min(row["bbox"][3], header["bbox"][3]) overlap_height = max_row_overlap - min_row_overlap if overlap_height / row_height >= 0.5: header_row_nums.append(row_num) @@ -515,14 +546,14 @@ def align_headers(headers, rows): header_rect = Rect() if header_row_nums[0] > 0: - header_row_nums = list(range(header_row_nums[0]+1)) + header_row_nums + header_row_nums = list(range(header_row_nums[0] + 1)) + header_row_nums last_row_num = -1 for row_num in header_row_nums: if row_num == last_row_num + 1: row = rows[row_num] - row['header'] = True - header_rect = header_rect.include_rect(row['bbox']) + row["header"] = True + header_rect = header_rect.include_rect(row["bbox"]) last_row_num = row_num else: # Break as soon as a non-header row is encountered. @@ -530,7 +561,7 @@ def align_headers(headers, rows): # Having more than 1 header is not supported currently. break - header = {'bbox': list(header_rect)} + header = {"bbox": list(header_rect)} aligned_headers.append(header) return aligned_headers @@ -545,96 +576,105 @@ def align_supercells(supercells, rows, columns): aligned_supercells = [] for supercell in supercells: - supercell['header'] = False + supercell["header"] = False row_bbox_rect = None col_bbox_rect = None intersecting_header_rows = set() intersecting_data_rows = set() for row_num, row in enumerate(rows): - row_height = row['bbox'][3] - row['bbox'][1] - supercell_height = supercell['bbox'][3] - supercell['bbox'][1] - min_row_overlap = max(row['bbox'][1], supercell['bbox'][1]) - max_row_overlap = min(row['bbox'][3], supercell['bbox'][3]) + row_height = row["bbox"][3] - row["bbox"][1] + supercell_height = supercell["bbox"][3] - supercell["bbox"][1] + min_row_overlap = max(row["bbox"][1], supercell["bbox"][1]) + max_row_overlap = min(row["bbox"][3], supercell["bbox"][3]) overlap_height = max_row_overlap - min_row_overlap - if 'span' in supercell: - overlap_fraction = max(overlap_height/row_height, - overlap_height/supercell_height) + if "span" in supercell: + overlap_fraction = max( + overlap_height / row_height, overlap_height / supercell_height + ) else: overlap_fraction = overlap_height / row_height if overlap_fraction >= 0.5: - if 'header' in row and row['header']: + if "header" in row and row["header"]: intersecting_header_rows.add(row_num) else: intersecting_data_rows.add(row_num) # Supercell cannot span across the header boundary; eliminate whichever # group of rows is the smallest - supercell['header'] = False + supercell["header"] = False if len(intersecting_data_rows) > 0 and len(intersecting_header_rows) > 0: if len(intersecting_data_rows) > len(intersecting_header_rows): intersecting_header_rows = set() else: intersecting_data_rows = set() if len(intersecting_header_rows) > 0: - supercell['header'] = True - elif 'span' in supercell: - continue # Require span supercell to be in the header + supercell["header"] = True + elif "span" in supercell: + continue # Require span supercell to be in the header intersecting_rows = intersecting_data_rows.union(intersecting_header_rows) # Determine vertical span of aligned supercell for row_num in intersecting_rows: if row_bbox_rect is None: - row_bbox_rect = Rect(rows[row_num]['bbox']) + row_bbox_rect = Rect(rows[row_num]["bbox"]) else: - row_bbox_rect = row_bbox_rect.include_rect(rows[row_num]['bbox']) + row_bbox_rect = row_bbox_rect.include_rect(rows[row_num]["bbox"]) if row_bbox_rect is None: continue intersecting_cols = [] for col_num, col in enumerate(columns): - col_width = col['bbox'][2] - col['bbox'][0] - supercell_width = supercell['bbox'][2] - supercell['bbox'][0] - min_col_overlap = max(col['bbox'][0], supercell['bbox'][0]) - max_col_overlap = min(col['bbox'][2], supercell['bbox'][2]) + col_width = col["bbox"][2] - col["bbox"][0] + supercell_width = supercell["bbox"][2] - supercell["bbox"][0] + min_col_overlap = max(col["bbox"][0], supercell["bbox"][0]) + max_col_overlap = min(col["bbox"][2], supercell["bbox"][2]) overlap_width = max_col_overlap - min_col_overlap - if 'span' in supercell: - overlap_fraction = max(overlap_width/col_width, - overlap_width/supercell_width) + if "span" in supercell: + overlap_fraction = max(overlap_width / col_width, overlap_width / supercell_width) # Multiply by 2 effectively lowers the threshold to 0.25 - if supercell['header']: + if supercell["header"]: overlap_fraction = overlap_fraction * 2 else: overlap_fraction = overlap_width / col_width if overlap_fraction >= 0.5: intersecting_cols.append(col_num) if col_bbox_rect is None: - col_bbox_rect = Rect(col['bbox']) + col_bbox_rect = Rect(col["bbox"]) else: - col_bbox_rect = col_bbox_rect.include_rect(col['bbox']) + col_bbox_rect = col_bbox_rect.include_rect(col["bbox"]) if col_bbox_rect is None: continue supercell_bbox = list(row_bbox_rect.intersect(col_bbox_rect)) - supercell['bbox'] = supercell_bbox + supercell["bbox"] = supercell_bbox # Only a true supercell if it joins across multiple rows or columns - if (len(intersecting_rows) > 0 and len(intersecting_cols) > 0 - and (len(intersecting_rows) > 1 or len(intersecting_cols) > 1)): - supercell['row_numbers'] = list(intersecting_rows) - supercell['column_numbers'] = intersecting_cols + if ( + len(intersecting_rows) > 0 + and len(intersecting_cols) > 0 + and (len(intersecting_rows) > 1 or len(intersecting_cols) > 1) + ): + supercell["row_numbers"] = list(intersecting_rows) + supercell["column_numbers"] = intersecting_cols aligned_supercells.append(supercell) # A span supercell in the header means there must be supercells above it in the header - if 'span' in supercell and supercell['header'] and len(supercell['column_numbers']) > 1: - for row_num in range(0, min(supercell['row_numbers'])): - new_supercell = {'row_numbers': [row_num], 'column_numbers': supercell['column_numbers'], - 'score': supercell['score'], 'propagated': True} - new_supercell_columns = [columns[idx] for idx in supercell['column_numbers']] - new_supercell_rows = [rows[idx] for idx in supercell['row_numbers']] - bbox = [min([column['bbox'][0] for column in new_supercell_columns]), - min([row['bbox'][1] for row in new_supercell_rows]), - max([column['bbox'][2] for column in new_supercell_columns]), - max([row['bbox'][3] for row in new_supercell_rows])] - new_supercell['bbox'] = bbox + if "span" in supercell and supercell["header"] and len(supercell["column_numbers"]) > 1: + for row_num in range(0, min(supercell["row_numbers"])): + new_supercell = { + "row_numbers": [row_num], + "column_numbers": supercell["column_numbers"], + "score": supercell["score"], + "propagated": True, + } + new_supercell_columns = [columns[idx] for idx in supercell["column_numbers"]] + new_supercell_rows = [rows[idx] for idx in supercell["row_numbers"]] + bbox = [ + min([column["bbox"][0] for column in new_supercell_columns]), + min([row["bbox"][1] for row in new_supercell_rows]), + max([column["bbox"][2] for column in new_supercell_columns]), + max([row["bbox"][3] for row in new_supercell_rows]), + ] + new_supercell["bbox"] = bbox aligned_supercells.append(new_supercell) return aligned_supercells @@ -657,8 +697,11 @@ def nms_supercells(supercells): for supercell1_num in range(supercell2_num): supercell1 = supercells[supercell1_num] remove_supercell_overlap(supercell1, supercell2) - if ((len(supercell2['row_numbers']) < 2 and len(supercell2['column_numbers']) < 2) - or len(supercell2['row_numbers']) == 0 or len(supercell2['column_numbers']) == 0): + if ( + (len(supercell2["row_numbers"]) < 2 and len(supercell2["column_numbers"]) < 2) + or len(supercell2["row_numbers"]) == 0 + or len(supercell2["column_numbers"]) == 0 + ): suppression[supercell2_num] = True return [obj for idx, obj in enumerate(supercells) if not suppression[idx]] @@ -671,25 +714,28 @@ def header_supercell_tree(supercells): above it means that some cell has more than one parent, which is not allowed. Eliminate any supercell that would cause this to be violated. """ - header_supercells = [supercell for supercell in supercells if 'header' in supercell and supercell['header']] + header_supercells = [ + supercell for supercell in supercells if "header" in supercell and supercell["header"] + ] header_supercells = sort_objects_by_score(header_supercells) - + for header_supercell in header_supercells[:]: ancestors_by_row = defaultdict(int) - min_row = min(header_supercell['row_numbers']) + min_row = min(header_supercell["row_numbers"]) for header_supercell2 in header_supercells: - max_row2 = max(header_supercell2['row_numbers']) + max_row2 = max(header_supercell2["row_numbers"]) if max_row2 < min_row: - if (set(header_supercell['column_numbers']).issubset( - set(header_supercell2['column_numbers']))): - for row2 in header_supercell2['row_numbers']: + if set(header_supercell["column_numbers"]).issubset( + set(header_supercell2["column_numbers"]) + ): + for row2 in header_supercell2["row_numbers"]: ancestors_by_row[row2] += 1 for row in range(0, min_row): if not ancestors_by_row[row] == 1: supercells.remove(header_supercell) break - - + + def table_structure_to_cells(table_structures, table_spans, table_bbox): """ Assuming the row, column, supercell, and header bounding boxes have @@ -699,62 +745,69 @@ def table_structure_to_cells(table_structures, table_spans, table_bbox): Classify the cells as header/access cells or data cells based on if they intersect with the header bounding box. """ - columns = table_structures['columns'] - rows = table_structures['rows'] - supercells = table_structures['supercells'] + columns = table_structures["columns"] + rows = table_structures["rows"] + supercells = table_structures["supercells"] cells = [] subcells = [] # Identify complete cells and subcells for column_num, column in enumerate(columns): for row_num, row in enumerate(rows): - column_rect = Rect(list(column['bbox'])) - row_rect = Rect(list(row['bbox'])) + column_rect = Rect(list(column["bbox"])) + row_rect = Rect(list(row["bbox"])) cell_rect = row_rect.intersect(column_rect) - header = 'header' in row and row['header'] - cell = {'bbox': list(cell_rect), 'column_nums': [column_num], 'row_nums': [row_num], - 'header': header} - - cell['subcell'] = False + header = "header" in row and row["header"] + cell = { + "bbox": list(cell_rect), + "column_nums": [column_num], + "row_nums": [row_num], + "header": header, + } + + cell["subcell"] = False for supercell in supercells: - supercell_rect = Rect(list(supercell['bbox'])) - if (supercell_rect.intersect(cell_rect).get_area() - / cell_rect.get_area()) > 0.5: - cell['subcell'] = True + supercell_rect = Rect(list(supercell["bbox"])) + if (supercell_rect.intersect(cell_rect).get_area() / cell_rect.get_area()) > 0.5: + cell["subcell"] = True break - if cell['subcell']: + if cell["subcell"]: subcells.append(cell) else: - #cell_text = extract_text_inside_bbox(table_spans, cell['bbox']) - #cell['cell_text'] = cell_text - cell['subheader'] = False + # cell_text = extract_text_inside_bbox(table_spans, cell['bbox']) + # cell['cell_text'] = cell_text + cell["subheader"] = False cells.append(cell) for supercell in supercells: - supercell_rect = Rect(list(supercell['bbox'])) + supercell_rect = Rect(list(supercell["bbox"])) cell_columns = set() cell_rows = set() cell_rect = None header = True for subcell in subcells: - subcell_rect = Rect(list(subcell['bbox'])) + subcell_rect = Rect(list(subcell["bbox"])) subcell_rect_area = subcell_rect.get_area() - if (subcell_rect.intersect(supercell_rect).get_area() - / subcell_rect_area) > 0.5: + if (subcell_rect.intersect(supercell_rect).get_area() / subcell_rect_area) > 0.5: if cell_rect is None: - cell_rect = Rect(list(subcell['bbox'])) + cell_rect = Rect(list(subcell["bbox"])) else: - cell_rect.include_rect(Rect(list(subcell['bbox']))) - cell_rows = cell_rows.union(set(subcell['row_nums'])) - cell_columns = cell_columns.union(set(subcell['column_nums'])) + cell_rect.include_rect(Rect(list(subcell["bbox"]))) + cell_rows = cell_rows.union(set(subcell["row_nums"])) + cell_columns = cell_columns.union(set(subcell["column_nums"])) # By convention here, all subcells must be classified # as header cells for a supercell to be classified as a header cell; # otherwise, this could lead to a non-rectangular header region - header = header and 'header' in subcell and subcell['header'] + header = header and "header" in subcell and subcell["header"] if len(cell_rows) > 0 and len(cell_columns) > 0: - cell = {'bbox': list(cell_rect), 'column_nums': list(cell_columns), 'row_nums': list(cell_rows), - 'header': header, 'subheader': supercell['subheader']} + cell = { + "bbox": list(cell_rect), + "column_nums": list(cell_columns), + "row_nums": list(cell_rows), + "header": header, + "subheader": supercell["subheader"], + } cells.append(cell) # Compute a confidence score based on how well the page tokens @@ -763,35 +816,36 @@ def table_structure_to_cells(table_structures, table_spans, table_bbox): try: mean_match_score = sum(cell_match_scores) / len(cell_match_scores) min_match_score = min(cell_match_scores) - confidence_score = (mean_match_score + min_match_score)/2 - except: + confidence_score = (mean_match_score + min_match_score) / 2 + except ZeroDivisionError: confidence_score = 0 # Dilate rows and columns before final extraction - #dilated_columns = fill_column_gaps(columns, table_bbox) + # dilated_columns = fill_column_gaps(columns, table_bbox) dilated_columns = columns - #dilated_rows = fill_row_gaps(rows, table_bbox) + # dilated_rows = fill_row_gaps(rows, table_bbox) dilated_rows = rows for cell in cells: column_rect = Rect() - for column_num in cell['column_nums']: - column_rect.include_rect(list(dilated_columns[column_num]['bbox'])) + for column_num in cell["column_nums"]: + column_rect.include_rect(list(dilated_columns[column_num]["bbox"])) row_rect = Rect() - for row_num in cell['row_nums']: - row_rect.include_rect(list(dilated_rows[row_num]['bbox'])) + for row_num in cell["row_nums"]: + row_rect.include_rect(list(dilated_rows[row_num]["bbox"])) cell_rect = column_rect.intersect(row_rect) - cell['bbox'] = list(cell_rect) + cell["bbox"] = list(cell_rect) - span_nums_by_cell, _, _ = slot_into_containers(cells, table_spans, overlap_threshold=0.001, - unique_assignment=True, forced_assignment=False) + span_nums_by_cell, _, _ = slot_into_containers( + cells, table_spans, overlap_threshold=0.001, unique_assignment=True, forced_assignment=False + ) for cell, cell_span_nums in zip(cells, span_nums_by_cell): cell_spans = [table_spans[num] for num in cell_span_nums] # TODO: Refine how text is extracted; should be character-based, not span-based; - # but need to associate - cell['cell_text'] = extract_text_from_spans(cell_spans, remove_integer_superscripts=False) - cell['spans'] = cell_spans - + # but need to associate + cell["cell_text"] = extract_text_from_spans(cell_spans, remove_integer_superscripts=False) + cell["spans"] = cell_spans + # Adjust the row, column, and cell bounding boxes to reflect the extracted text num_rows = len(rows) rows = sort_objects_top_to_bottom(rows) @@ -806,39 +860,39 @@ def table_structure_to_cells(table_structures, table_spans, table_bbox): max_row = max(cell["row_nums"]) min_column = min(cell["column_nums"]) max_column = max(cell["column_nums"]) - for span in cell['spans']: - min_x_values_by_column[min_column].append(span['bbox'][0]) - min_y_values_by_row[min_row].append(span['bbox'][1]) - max_x_values_by_column[max_column].append(span['bbox'][2]) - max_y_values_by_row[max_row].append(span['bbox'][3]) + for span in cell["spans"]: + min_x_values_by_column[min_column].append(span["bbox"][0]) + min_y_values_by_row[min_row].append(span["bbox"][1]) + max_x_values_by_column[max_column].append(span["bbox"][2]) + max_y_values_by_row[max_row].append(span["bbox"][3]) for row_num, row in enumerate(rows): if len(min_x_values_by_column[0]) > 0: - row['bbox'][0] = min(min_x_values_by_column[0]) + row["bbox"][0] = min(min_x_values_by_column[0]) if len(min_y_values_by_row[row_num]) > 0: - row['bbox'][1] = min(min_y_values_by_row[row_num]) - if len(max_x_values_by_column[num_columns-1]) > 0: - row['bbox'][2] = max(max_x_values_by_column[num_columns-1]) + row["bbox"][1] = min(min_y_values_by_row[row_num]) + if len(max_x_values_by_column[num_columns - 1]) > 0: + row["bbox"][2] = max(max_x_values_by_column[num_columns - 1]) if len(max_y_values_by_row[row_num]) > 0: - row['bbox'][3] = max(max_y_values_by_row[row_num]) + row["bbox"][3] = max(max_y_values_by_row[row_num]) for column_num, column in enumerate(columns): if len(min_x_values_by_column[column_num]) > 0: - column['bbox'][0] = min(min_x_values_by_column[column_num]) + column["bbox"][0] = min(min_x_values_by_column[column_num]) if len(min_y_values_by_row[0]) > 0: - column['bbox'][1] = min(min_y_values_by_row[0]) + column["bbox"][1] = min(min_y_values_by_row[0]) if len(max_x_values_by_column[column_num]) > 0: - column['bbox'][2] = max(max_x_values_by_column[column_num]) - if len(max_y_values_by_row[num_rows-1]) > 0: - column['bbox'][3] = max(max_y_values_by_row[num_rows-1]) + column["bbox"][2] = max(max_x_values_by_column[column_num]) + if len(max_y_values_by_row[num_rows - 1]) > 0: + column["bbox"][3] = max(max_y_values_by_row[num_rows - 1]) for cell in cells: row_rect = Rect() column_rect = Rect() - for row_num in cell['row_nums']: - row_rect.include_rect(list(rows[row_num]['bbox'])) - for column_num in cell['column_nums']: - column_rect.include_rect(list(columns[column_num]['bbox'])) + for row_num in cell["row_nums"]: + row_rect.include_rect(list(rows[row_num]["bbox"])) + for column_num in cell["column_nums"]: + column_rect.include_rect(list(columns[column_num]["bbox"])) cell_rect = row_rect.intersect(column_rect) if cell_rect.get_area() > 0: - cell['bbox'] = list(cell_rect) + cell["bbox"] = list(cell_rect) pass return cells, confidence_score @@ -858,8 +912,10 @@ def remove_supercell_overlap(supercell1, supercell2): supercell #1. This resolves the overlap by removing fewer grid cells from supercell #1 than if we eliminated column C from it. """ - common_rows = set(supercell1['row_numbers']).intersection(set(supercell2['row_numbers'])) - common_columns = set(supercell1['column_numbers']).intersection(set(supercell2['column_numbers'])) + common_rows = set(supercell1["row_numbers"]).intersection(set(supercell2["row_numbers"])) + common_columns = set(supercell1["column_numbers"]).intersection( + set(supercell2["column_numbers"]) + ) # While the supercells have overlapping grid cells, continue shrinking the less-confident # supercell one row or one column at a time @@ -868,27 +924,40 @@ def remove_supercell_overlap(supercell1, supercell2): # if the supercell has fewer rows than columns, remove an overlapping column, # because this removes fewer grid cells from the supercell; # otherwise remove an overlapping row - if len(supercell2['row_numbers']) < len(supercell2['column_numbers']): - min_column = min(supercell2['column_numbers']) - max_column = max(supercell2['column_numbers']) + if len(supercell2["row_numbers"]) < len(supercell2["column_numbers"]): + min_column = min(supercell2["column_numbers"]) + max_column = max(supercell2["column_numbers"]) if max_column in common_columns: common_columns.remove(max_column) - supercell2['column_numbers'].remove(max_column) + supercell2["column_numbers"].remove(max_column) elif min_column in common_columns: common_columns.remove(min_column) - supercell2['column_numbers'].remove(min_column) + supercell2["column_numbers"].remove(min_column) else: - supercell2['column_numbers'] = [] + supercell2["column_numbers"] = [] common_columns = set() else: - min_row = min(supercell2['row_numbers']) - max_row = max(supercell2['row_numbers']) + min_row = min(supercell2["row_numbers"]) + max_row = max(supercell2["row_numbers"]) if max_row in common_rows: common_rows.remove(max_row) - supercell2['row_numbers'].remove(max_row) + supercell2["row_numbers"].remove(max_row) elif min_row in common_rows: common_rows.remove(min_row) - supercell2['row_numbers'].remove(min_row) + supercell2["row_numbers"].remove(min_row) else: - supercell2['row_numbers'] = [] + supercell2["row_numbers"] = [] common_rows = set() + + +def is_int(text: str): + """Determines whether text is string representation of an integer.""" + text = text.strip() + if not text: + return False + if len(text) == 1: + return 48 <= ord(text[0]) <= 57 + else: + ((49 <= ord(text[0]) <= 57) or (text[0] == "-")) and all( + 48 <= ord(chr) <= 57 for chr in text[1:] + ) diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index 26206c99..cf5377fc 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -26,12 +26,11 @@ from . import table_postprocess as postprocess - class UnstructuredTableTransformerModel(UnstructuredModel): """Unstructured model wrapper for table-transformer.""" def predict(self, x: Image): - # Predict table structure + """Predict table structure deferring to run_prediction""" super().predict(x) return self.run_prediction(x) @@ -51,31 +50,18 @@ def initialize( except EnvironmentError: logging.critical("Failed to initialize the model.") - logging.critical( - "Ensure that the model is correct" + logging.critical("Ensure that the model is correct") + raise ImportError( + "Review the parameters to initialize a UnstructuredTableTransformerModel obj" ) - raise ImportError("Review the parameters to initialize a UnstructuredTableTransformerModel obj") self.model.to(device) def run_prediction(self, x: Image): - x = Image.fromarray(x) + """Predict table structure""" with torch.no_grad(): encoding = self.feature_extractor(x, return_tensors="pt").to(self.device) outputs_structure = self.model(**encoding) - ''' - target_sizes = [x.size[::-1]] - new_image = Image.new('RGB', (x.size[0], x.size[1]), color='white') - for box in self.feature_extractor.post_process_object_detection(outputs_structure, threshold=0.6, target_sizes=target_sizes)[0]['boxes']: - # paste cropped - box = box.detach().numpy() - crop_image = x.crop((box)) - #print(box) - new_image.paste(crop_image, (int(box[0]), int(box[1]))) - - #new_image.show() - ''' - if platform.machine() == "x86_64": paddle_result = paddle_ocr.ocr(np.array(x), cls=True) @@ -87,7 +73,7 @@ def run_prediction(self, x: Image): ymin = min([i[1] for i in line[0]]) xmax = max([i[0] for i in line[0]]) ymax = max([i[1] for i in line[0]]) - tokens.append({ 'bbox': [xmin, ymin, xmax, ymax], 'text':line[1][0]}) + tokens.append({"bbox": [xmin, ymin, xmax, ymax], "text": line[1][0]}) else: zoom = 6 img = cv2.resize( @@ -108,26 +94,37 @@ def run_prediction(self, x: Image): tokens = [] for idx in ocr_df.itertuples(): - tokens.append({ 'bbox': [idx.left/zoom, idx.top/zoom, (idx.left+idx.width)/zoom, (idx.top+idx.height)/zoom], 'text':idx.text}) - - sorted(tokens, key=lambda x:x['bbox'][1]*10000+x['bbox'][0]) + tokens.append( + { + "bbox": [ + idx.left / zoom, + idx.top / zoom, + (idx.left + idx.width) / zoom, + (idx.top + idx.height) / zoom, + ], + "text": idx.text, + } + ) + + sorted(tokens, key=lambda x: x["bbox"][1] * 10000 + x["bbox"][0]) # Handle dictionary format - if type(tokens) is dict and 'words' in tokens: - tokens = tokens['words'] + if type(tokens) is dict and "words" in tokens: + tokens = tokens["words"] # 'tokens' is a list of tokens # Need to be in a relative reading order # If no order is provided, use current order for idx, token in enumerate(tokens): - if not 'span_num' in token: - token['span_num'] = idx - if not 'line_num' in token: - token['line_num'] = 0 - if not 'block_num' in token: - token['block_num'] = 0 + if "span_num" not in token: + token["span_num"] = idx + if "line_num" not in token: + token["line_num"] = 0 + if "block_num" not in token: + token["block_num"] = 0 + + return recognize(outputs_structure, x, tokens=tokens, out_html=True)["html"][0] - return recognize(outputs_structure, x, tokens = tokens, out_html=True)['html'][0] tables_agent: UnstructuredTableTransformerModel = None @@ -143,24 +140,28 @@ def load_agent(): if platform.machine() == "x86_64": from paddleocr import PaddleOCR + global paddle_ocr - paddle_ocr = PaddleOCR(use_angle_cls=True, lang='en', mkl_dnn=True, show_log = False) + paddle_ocr = PaddleOCR(use_angle_cls=True, lang="en", mkl_dnn=True, show_log=False) + def get_class_map(data_type): - if data_type == 'structure': + """Get class map, either classes of elements within a table or within a document""" + if data_type == "structure": class_map = { - 'table': 0, - 'table column': 1, - 'table row': 2, - 'table column header': 3, - 'table projected row header': 4, - 'table spanning cell': 5, - 'no object': 6 + "table": 0, + "table column": 1, + "table row": 2, + "table column header": 3, + "table projected row header": 4, + "table spanning cell": 5, + "no object": 6, } - elif data_type == 'detection': - class_map = {'table': 0, 'table rotated': 1, 'no object': 2} + elif data_type == "detection": + class_map = {"table": 0, "table rotated": 1, "no object": 2} return class_map + structure_class_thresholds = { "table": 0.5, "table column": 0.5, @@ -168,14 +169,16 @@ def get_class_map(data_type): "table column header": 0.5, "table projected row header": 0.5, "table spanning cell": 0.5, - "no object": 10 + "no object": 10, } + def recognize(outputs, img, tokens=None, out_html=False): - out_formats = {} + """Recognize table elements.""" + out_formats = {} - str_class_name2idx = get_class_map('structure') - str_class_idx2name = {v:k for k, v in str_class_name2idx.items()} + str_class_name2idx = get_class_map("structure") + str_class_idx2name = {v: k for k, v in str_class_name2idx.items()} str_class_thresholds = structure_class_thresholds # Post-process detected objects, assign class labels @@ -190,51 +193,64 @@ def recognize(outputs, img, tokens=None, out_html=False): # Convert cells to HTML if out_html: tables_htmls = [cells_to_html(cells) for cells in tables_cells] - out_formats['html'] = tables_htmls + out_formats["html"] = tables_htmls return out_formats + def outputs_to_objects(outputs, img_size, class_idx2name): - m = outputs['logits'].softmax(-1).max(-1) + """Output table element types.""" + m = outputs["logits"].softmax(-1).max(-1) pred_labels = list(m.indices.detach().cpu().numpy())[0] pred_scores = list(m.values.detach().cpu().numpy())[0] - pred_bboxes = outputs['pred_boxes'].detach().cpu()[0] + pred_bboxes = outputs["pred_boxes"].detach().cpu()[0] pred_bboxes = [elem.tolist() for elem in rescale_bboxes(pred_bboxes, img_size)] objects = [] for label, score, bbox in zip(pred_labels, pred_scores, pred_bboxes): class_label = class_idx2name[int(label)] - if not class_label == 'no object': - objects.append({'label': class_label, 'score': float(score), - 'bbox': [float(elem) for elem in bbox]}) + if not class_label == "no object": + objects.append( + { + "label": class_label, + "score": float(score), + "bbox": [float(elem) for elem in bbox], + } + ) return objects + # for output bounding box post-processing def box_cxcywh_to_xyxy(x): + """Convert rectangle format from center-x, center-y, width, height to + x-min, y-min, x-max, y-max.""" x_c, y_c, w, h = x.unbind(-1) b = [(x_c - 0.5 * w), (y_c - 0.5 * h), (x_c + 0.5 * w), (y_c + 0.5 * h)] return torch.stack(b, dim=1) def rescale_bboxes(out_bbox, size): + """Rescale relative bounding box to box of size given by size.""" img_w, img_h = size b = box_cxcywh_to_xyxy(out_bbox) b = b * torch.tensor([img_w, img_h, img_w, img_h], dtype=torch.float32) return b + def iob(bbox1, bbox2): """ Compute the intersection area over box area, for bbox1. """ intersection = Rect(bbox1).intersect(bbox2) - + bbox1_area = Rect(bbox1).get_area() if bbox1_area > 0: return intersection.get_area() / bbox1_area - + return 0 + def objects_to_structures(objects, tokens, class_thresholds): """ Process the bounding boxes produced by the table structure recognition model into @@ -243,54 +259,58 @@ def objects_to_structures(objects, tokens, class_thresholds): conditions (for example: rows should all have the same width, etc.). """ - tables = [obj for obj in objects if obj['label'] == 'table'] + tables = [obj for obj in objects if obj["label"] == "table"] table_structures = [] for table in tables: - table_objects = [obj for obj in objects if iob(obj['bbox'], table['bbox']) >= 0.5] - table_tokens = [token for token in tokens if iob(token['bbox'], table['bbox']) >= 0.5] - + table_objects = [obj for obj in objects if iob(obj["bbox"], table["bbox"]) >= 0.5] + table_tokens = [token for token in tokens if iob(token["bbox"], table["bbox"]) >= 0.5] + structure = {} - columns = [obj for obj in table_objects if obj['label'] == 'table column'] - rows = [obj for obj in table_objects if obj['label'] == 'table row'] - column_headers = [obj for obj in table_objects if obj['label'] == 'table column header'] - spanning_cells = [obj for obj in table_objects if obj['label'] == 'table spanning cell'] + columns = [obj for obj in table_objects if obj["label"] == "table column"] + rows = [obj for obj in table_objects if obj["label"] == "table row"] + column_headers = [obj for obj in table_objects if obj["label"] == "table column header"] + spanning_cells = [obj for obj in table_objects if obj["label"] == "table spanning cell"] for obj in spanning_cells: - obj['projected row header'] = False - projected_row_headers = [obj for obj in table_objects if obj['label'] == 'table projected row header'] + obj["projected row header"] = False + projected_row_headers = [ + obj for obj in table_objects if obj["label"] == "table projected row header" + ] for obj in projected_row_headers: - obj['projected row header'] = True + obj["projected row header"] = True spanning_cells += projected_row_headers for obj in rows: - obj['column header'] = False + obj["column header"] = False for header_obj in column_headers: - if iob(obj['bbox'], header_obj['bbox']) >= 0.5: - obj['column header'] = True + if iob(obj["bbox"], header_obj["bbox"]) >= 0.5: + obj["column header"] = True # Refine table structures - rows = postprocess.refine_rows(rows, table_tokens, class_thresholds['table row']) - columns = postprocess.refine_columns(columns, table_tokens, class_thresholds['table column']) + rows = postprocess.refine_rows(rows, table_tokens, class_thresholds["table row"]) + columns = postprocess.refine_columns( + columns, table_tokens, class_thresholds["table column"] + ) # Shrink table bbox to just the total height of the rows # and the total width of the columns row_rect = Rect() for obj in rows: - row_rect.include_rect(obj['bbox']) - column_rect = Rect() + row_rect.include_rect(obj["bbox"]) + column_rect = Rect() for obj in columns: - column_rect.include_rect(obj['bbox']) - table['row_column_bbox'] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] - table['bbox'] = table['row_column_bbox'] + column_rect.include_rect(obj["bbox"]) + table["row_column_bbox"] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] + table["bbox"] = table["row_column_bbox"] # Process the rows and columns into a complete segmented table - columns = postprocess.align_columns(columns, table['row_column_bbox']) - rows = postprocess.align_rows(rows, table['row_column_bbox']) + columns = postprocess.align_columns(columns, table["row_column_bbox"]) + rows = postprocess.align_rows(rows, table["row_column_bbox"]) - structure['rows'] = rows - structure['columns'] = columns - structure['column headers'] = column_headers - structure['spanning cells'] = spanning_cells + structure["rows"] = rows + structure["columns"] = columns + structure["column headers"] = column_headers + structure["spanning cells"] = spanning_cells if len(rows) > 0 and len(columns) > 1: structure = refine_table_structure(structure, class_thresholds) @@ -306,20 +326,29 @@ def refine_table_structure(table_structure, class_thresholds): thresholding, NMS, and alignment. """ rows = table_structure["rows"] - columns = table_structure['columns'] + columns = table_structure["columns"] # Process the headers - column_headers = table_structure['column headers'] - column_headers = postprocess.apply_threshold(column_headers, class_thresholds["table column header"]) + column_headers = table_structure["column headers"] + column_headers = postprocess.apply_threshold( + column_headers, class_thresholds["table column header"] + ) column_headers = postprocess.nms(column_headers) column_headers = align_headers(column_headers, rows) # Process spanning cells - spanning_cells = [elem for elem in table_structure['spanning cells'] if not elem['projected row header']] - projected_row_headers = [elem for elem in table_structure['spanning cells'] if elem['projected row header']] - spanning_cells = postprocess.apply_threshold(spanning_cells, class_thresholds["table spanning cell"]) - projected_row_headers = postprocess.apply_threshold(projected_row_headers, - class_thresholds["table projected row header"]) + spanning_cells = [ + elem for elem in table_structure["spanning cells"] if not elem["projected row header"] + ] + projected_row_headers = [ + elem for elem in table_structure["spanning cells"] if elem["projected row header"] + ] + spanning_cells = postprocess.apply_threshold( + spanning_cells, class_thresholds["table spanning cell"] + ) + projected_row_headers = postprocess.apply_threshold( + projected_row_headers, class_thresholds["table projected row header"] + ) spanning_cells += projected_row_headers # Align before NMS for spanning cells because alignment brings them into agreement # with rows and columns first; if spanning cells still overlap after this operation, @@ -329,10 +358,10 @@ def refine_table_structure(table_structure, class_thresholds): postprocess.header_supercell_tree(spanning_cells) - table_structure['columns'] = columns - table_structure['rows'] = rows - table_structure['spanning cells'] = spanning_cells - table_structure['column headers'] = column_headers + table_structure["columns"] = columns + table_structure["rows"] = rows + table_structure["spanning cells"] = spanning_cells + table_structure["column headers"] = column_headers return table_structure @@ -345,18 +374,18 @@ def align_headers(headers, rows): For now, we are not supporting tables with multiple headers, so we need to eliminate anything besides the top-most header. """ - + aligned_headers = [] for row in rows: - row['column header'] = False + row["column header"] = False header_row_nums = [] for header in headers: for row_num, row in enumerate(rows): - row_height = row['bbox'][3] - row['bbox'][1] - min_row_overlap = max(row['bbox'][1], header['bbox'][1]) - max_row_overlap = min(row['bbox'][3], header['bbox'][3]) + row_height = row["bbox"][3] - row["bbox"][1] + min_row_overlap = max(row["bbox"][1], header["bbox"][1]) + max_row_overlap = min(row["bbox"][3], header["bbox"][3]) overlap_height = max_row_overlap - min_row_overlap if overlap_height / row_height >= 0.5: header_row_nums.append(row_num) @@ -366,14 +395,14 @@ def align_headers(headers, rows): header_rect = Rect() if header_row_nums[0] > 0: - header_row_nums = list(range(header_row_nums[0]+1)) + header_row_nums + header_row_nums = list(range(header_row_nums[0] + 1)) + header_row_nums last_row_num = -1 for row_num in header_row_nums: if row_num == last_row_num + 1: row = rows[row_num] - row['column header'] = True - header_rect = header_rect.include_rect(row['bbox']) + row["column header"] = True + header_rect = header_rect.include_rect(row["bbox"]) last_row_num = row_num else: # Break as soon as a non-header row is encountered. @@ -381,11 +410,12 @@ def align_headers(headers, rows): # Having more than 1 header is not supported currently. break - header = {'bbox': list(header_rect)} + header = {"bbox": list(header_rect)} aligned_headers.append(header) return aligned_headers + def structure_to_cells(table_structure, tokens): """ Assuming the row, column, spanning cell, and header bounding boxes have @@ -395,62 +425,71 @@ def structure_to_cells(table_structure, tokens): Classify the cells as header/access cells or data cells based on if they intersect with the header bounding box. """ - columns = table_structure['columns'] - rows = table_structure['rows'] - spanning_cells = table_structure['spanning cells'] + columns = table_structure["columns"] + rows = table_structure["rows"] + spanning_cells = table_structure["spanning cells"] cells = [] subcells = [] # Identify complete cells and subcells for column_num, column in enumerate(columns): for row_num, row in enumerate(rows): - column_rect = Rect(list(column['bbox'])) - row_rect = Rect(list(row['bbox'])) + column_rect = Rect(list(column["bbox"])) + row_rect = Rect(list(row["bbox"])) cell_rect = row_rect.intersect(column_rect) - header = 'column header' in row and row['column header'] - cell = {'bbox': list(cell_rect), 'column_nums': [column_num], 'row_nums': [row_num], - 'column header': header} - - cell['subcell'] = False + header = "column header" in row and row["column header"] + cell = { + "bbox": list(cell_rect), + "column_nums": [column_num], + "row_nums": [row_num], + "column header": header, + } + + cell["subcell"] = False for spanning_cell in spanning_cells: - spanning_cell_rect = Rect(list(spanning_cell['bbox'])) - if (spanning_cell_rect.intersect(cell_rect).get_area() - / cell_rect.get_area()) > 0.5: - cell['subcell'] = True + spanning_cell_rect = Rect(list(spanning_cell["bbox"])) + if ( + spanning_cell_rect.intersect(cell_rect).get_area() / cell_rect.get_area() + ) > 0.5: + cell["subcell"] = True break - if cell['subcell']: + if cell["subcell"]: subcells.append(cell) else: - #cell text = extract_text_inside_bbox(table_spans, cell['bbox']) - #cell['cell text'] = cell text - cell['projected row header'] = False + # cell text = extract_text_inside_bbox(table_spans, cell['bbox']) + # cell['cell text'] = cell text + cell["projected row header"] = False cells.append(cell) for spanning_cell in spanning_cells: - spanning_cell_rect = Rect(list(spanning_cell['bbox'])) + spanning_cell_rect = Rect(list(spanning_cell["bbox"])) cell_columns = set() cell_rows = set() cell_rect = None header = True for subcell in subcells: - subcell_rect = Rect(list(subcell['bbox'])) + subcell_rect = Rect(list(subcell["bbox"])) subcell_rect_area = subcell_rect.get_area() - if (subcell_rect.intersect(spanning_cell_rect).get_area() - / subcell_rect_area) > 0.5: + if (subcell_rect.intersect(spanning_cell_rect).get_area() / subcell_rect_area) > 0.5: if cell_rect is None: - cell_rect = Rect(list(subcell['bbox'])) + cell_rect = Rect(list(subcell["bbox"])) else: - cell_rect.include_rect(Rect(list(subcell['bbox']))) - cell_rows = cell_rows.union(set(subcell['row_nums'])) - cell_columns = cell_columns.union(set(subcell['column_nums'])) + cell_rect.include_rect(Rect(list(subcell["bbox"]))) + cell_rows = cell_rows.union(set(subcell["row_nums"])) + cell_columns = cell_columns.union(set(subcell["column_nums"])) # By convention here, all subcells must be classified # as header cells for a spanning cell to be classified as a header cell; # otherwise, this could lead to a non-rectangular header region - header = header and 'column header' in subcell and subcell['column header'] + header = header and "column header" in subcell and subcell["column header"] if len(cell_rows) > 0 and len(cell_columns) > 0: - cell = {'bbox': list(cell_rect), 'column_nums': list(cell_columns), 'row_nums': list(cell_rows), - 'column header': header, 'projected row header': spanning_cell['projected row header']} + cell = { + "bbox": list(cell_rect), + "column_nums": list(cell_columns), + "row_nums": list(cell_rows), + "column header": header, + "projected row header": spanning_cell["projected row header"], + } cells.append(cell) # Compute a confidence score based on how well the page tokens @@ -459,35 +498,38 @@ def structure_to_cells(table_structure, tokens): try: mean_match_score = sum(cell_match_scores) / len(cell_match_scores) min_match_score = min(cell_match_scores) - confidence_score = (mean_match_score + min_match_score)/2 - except: + confidence_score = (mean_match_score + min_match_score) / 2 + except ZeroDivisionError: confidence_score = 0 # Dilate rows and columns before final extraction - #dilated_columns = fill_column_gaps(columns, table_bbox) + # dilated_columns = fill_column_gaps(columns, table_bbox) dilated_columns = columns - #dilated_rows = fill_row_gaps(rows, table_bbox) + # dilated_rows = fill_row_gaps(rows, table_bbox) dilated_rows = rows for cell in cells: column_rect = Rect() - for column_num in cell['column_nums']: - column_rect.include_rect(list(dilated_columns[column_num]['bbox'])) + for column_num in cell["column_nums"]: + column_rect.include_rect(list(dilated_columns[column_num]["bbox"])) row_rect = Rect() - for row_num in cell['row_nums']: - row_rect.include_rect(list(dilated_rows[row_num]['bbox'])) + for row_num in cell["row_nums"]: + row_rect.include_rect(list(dilated_rows[row_num]["bbox"])) cell_rect = column_rect.intersect(row_rect) - cell['bbox'] = list(cell_rect) + cell["bbox"] = list(cell_rect) - span_nums_by_cell, _, _ = postprocess.slot_into_containers(cells, tokens, overlap_threshold=0.001, - unique_assignment=True, forced_assignment=False) + span_nums_by_cell, _, _ = postprocess.slot_into_containers( + cells, tokens, overlap_threshold=0.001, unique_assignment=True, forced_assignment=False + ) for cell, cell_span_nums in zip(cells, span_nums_by_cell): cell_spans = [tokens[num] for num in cell_span_nums] # TODO: Refine how text is extracted; should be character-based, not span-based; - # but need to associate - cell['cell text'] = postprocess.extract_text_from_spans(cell_spans, remove_integer_superscripts=False) - cell['spans'] = cell_spans - + # but need to associate + cell["cell text"] = postprocess.extract_text_from_spans( + cell_spans, remove_integer_superscripts=False + ) + cell["spans"] = cell_spans + # Adjust the row, column, and cell bounding boxes to reflect the extracted text num_rows = len(rows) rows = postprocess.sort_objects_top_to_bottom(rows) @@ -502,69 +544,71 @@ def structure_to_cells(table_structure, tokens): max_row = max(cell["row_nums"]) min_column = min(cell["column_nums"]) max_column = max(cell["column_nums"]) - for span in cell['spans']: - min_x_values_by_column[min_column].append(span['bbox'][0]) - min_y_values_by_row[min_row].append(span['bbox'][1]) - max_x_values_by_column[max_column].append(span['bbox'][2]) - max_y_values_by_row[max_row].append(span['bbox'][3]) + for span in cell["spans"]: + min_x_values_by_column[min_column].append(span["bbox"][0]) + min_y_values_by_row[min_row].append(span["bbox"][1]) + max_x_values_by_column[max_column].append(span["bbox"][2]) + max_y_values_by_row[max_row].append(span["bbox"][3]) for row_num, row in enumerate(rows): if len(min_x_values_by_column[0]) > 0: - row['bbox'][0] = min(min_x_values_by_column[0]) + row["bbox"][0] = min(min_x_values_by_column[0]) if len(min_y_values_by_row[row_num]) > 0: - row['bbox'][1] = min(min_y_values_by_row[row_num]) - if len(max_x_values_by_column[num_columns-1]) > 0: - row['bbox'][2] = max(max_x_values_by_column[num_columns-1]) + row["bbox"][1] = min(min_y_values_by_row[row_num]) + if len(max_x_values_by_column[num_columns - 1]) > 0: + row["bbox"][2] = max(max_x_values_by_column[num_columns - 1]) if len(max_y_values_by_row[row_num]) > 0: - row['bbox'][3] = max(max_y_values_by_row[row_num]) + row["bbox"][3] = max(max_y_values_by_row[row_num]) for column_num, column in enumerate(columns): if len(min_x_values_by_column[column_num]) > 0: - column['bbox'][0] = min(min_x_values_by_column[column_num]) + column["bbox"][0] = min(min_x_values_by_column[column_num]) if len(min_y_values_by_row[0]) > 0: - column['bbox'][1] = min(min_y_values_by_row[0]) + column["bbox"][1] = min(min_y_values_by_row[0]) if len(max_x_values_by_column[column_num]) > 0: - column['bbox'][2] = max(max_x_values_by_column[column_num]) - if len(max_y_values_by_row[num_rows-1]) > 0: - column['bbox'][3] = max(max_y_values_by_row[num_rows-1]) + column["bbox"][2] = max(max_x_values_by_column[column_num]) + if len(max_y_values_by_row[num_rows - 1]) > 0: + column["bbox"][3] = max(max_y_values_by_row[num_rows - 1]) for cell in cells: row_rect = Rect() column_rect = Rect() - for row_num in cell['row_nums']: - row_rect.include_rect(list(rows[row_num]['bbox'])) - for column_num in cell['column_nums']: - column_rect.include_rect(list(columns[column_num]['bbox'])) + for row_num in cell["row_nums"]: + row_rect.include_rect(list(rows[row_num]["bbox"])) + for column_num in cell["column_nums"]: + column_rect.include_rect(list(columns[column_num]["bbox"])) cell_rect = row_rect.intersect(column_rect) if cell_rect.get_area() > 0: - cell['bbox'] = list(cell_rect) + cell["bbox"] = list(cell_rect) pass return cells, confidence_score + def cells_to_html(cells): - cells = sorted(cells, key=lambda k: min(k['column_nums'])) - cells = sorted(cells, key=lambda k: min(k['row_nums'])) + """Convert table structure to html format.""" + cells = sorted(cells, key=lambda k: min(k["column_nums"])) + cells = sorted(cells, key=lambda k: min(k["row_nums"])) table = ET.Element("table") current_row = -1 for cell in cells: - this_row = min(cell['row_nums']) + this_row = min(cell["row_nums"]) attrib = {} - colspan = len(cell['column_nums']) + colspan = len(cell["column_nums"]) if colspan > 1: - attrib['colspan'] = str(colspan) - rowspan = len(cell['row_nums']) + attrib["colspan"] = str(colspan) + rowspan = len(cell["row_nums"]) if rowspan > 1: - attrib['rowspan'] = str(rowspan) + attrib["rowspan"] = str(rowspan) if this_row > current_row: current_row = this_row - if cell['column header']: + if cell["column header"]: cell_tag = "th" row = ET.SubElement(table, "thead") else: cell_tag = "td" row = ET.SubElement(table, "tr") tcell = ET.SubElement(row, cell_tag, attrib=attrib) - tcell.text = cell['cell text'] + tcell.text = cell["cell text"] return str(ET.tostring(table, encoding="unicode", short_empty_elements=False)) From a696a1278ed329fb442d2a3d108fbf1c9f5d4bc1 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Sat, 25 Mar 2023 20:07:59 -0500 Subject: [PATCH 08/50] Correct how linting ignores are accumulated --- setup.cfg | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.cfg b/setup.cfg index 78525135..dd54ef0d 100644 --- a/setup.cfg +++ b/setup.cfg @@ -3,7 +3,7 @@ license_files = LICENSE.md [flake8] max-line-length = 100 -ignore = D100, D101, D104, D105, D107, D2, D4 +extend-ignore = D100, D101, D104, D105, D107, D2, D4 per-file-ignores = test_*/**: D From fea4d8c20559cac1a0bfd4b8a5a2932fafe17ac1 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Mon, 27 Mar 2023 10:10:38 +1100 Subject: [PATCH 09/50] Removed fitz --- .../models/table_postprocess.py | 87 +++++++++++++++++-- unstructured_inference/models/tables.py | 52 +++++------ 2 files changed, 99 insertions(+), 40 deletions(-) diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py index 0e389190..95c20a30 100644 --- a/unstructured_inference/models/table_postprocess.py +++ b/unstructured_inference/models/table_postprocess.py @@ -4,7 +4,69 @@ """ from collections import defaultdict -from fitz import Rect +class Rect: + def __init__(self, bbox = None): #x_min, y_min, x_max, y_max): + if bbox is None: + self.x_min = 0 + self.y_min = 0 + self.x_max = 0 + self.y_max = 0 + else: + self.x_min = bbox[0] + self.y_min = bbox[1] + self.x_max = bbox[2] + self.y_max = bbox[3] + + def get_area(self): + area = (self.x_max - self.x_min) * (self.y_max - self.y_min) + return area if area > 0 else 0.0 + + def intersect(self, other): + if self.get_area() == 0: + self.x_min = other.x_min + self.y_min = other.y_min + self.x_max = other.x_max + self.y_max = other.y_max + else: + self.x_min = max(self.x_min, other.x_min) + self.y_min = max(self.y_min, other.y_min) + self.x_max = min(self.x_max, other.x_max) + self.y_max = min(self.y_max, other.y_max) + + if self.x_min > self.x_max or self.y_min > self.y_max or self.get_area() == 0: + self.x_min = 0 + self.y_min = 0 + self.x_max = 0 + self.y_max = 0 + + return self + + + def include_rect(self, bbox): + other = Rect(bbox) + + if self.get_area() == 0: + self.x_min = other.x_min + self.y_min = other.y_min + self.x_max = other.x_max + self.y_max = other.y_max + return self + + self.x_min = min(self.x_min, other.x_min) + self.y_min = min(self.y_min, other.y_min) + self.x_max = max(self.x_max, other.x_max) + self.y_max = max(self.y_max, other.y_max) + + if self.get_area() == 0: + self.x_min = other.x_min + self.y_min = other.y_min + self.x_max = other.x_max + self.y_max = other.y_max + + return self + + def get_bbox(self): + return [self.x_min, self.y_min, self.x_max, self.y_max] def apply_threshold(objects, threshold): @@ -121,12 +183,18 @@ def objects_to_table_structures(table_object, objects_in_table, tokens_in_table, # Shrink table bbox to just the total height of the rows # and the total width of the columns - row_rect = Rect() + row_rect = None for obj in rows: - row_rect.include_rect(obj['bbox']) - column_rect = Rect() + if row_rect is None: + row_rect = Rect(obj['bbox']) + else: + row_rect.include_rect(obj['bbox']) + column_rect = None for obj in columns: - column_rect.include_rect(obj['bbox']) + if column_rect is None: + column_rect = Rect(obj['bbox']) + else: + column_rect.include_rect(obj['bbox']) table_object['row_column_bbox'] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] table_object['bbox'] = table_object['row_column_bbox'] @@ -226,8 +294,9 @@ def slot_into_containers(container_objects, package_objects, overlap_threshold=0 package_area = package_rect.get_area() for container_num, container in enumerate(container_objects): container_rect = Rect(container['bbox']) - intersect_area = container_rect.intersect(package['bbox']).get_area() + intersect_area = container_rect.intersect(Rect(package['bbox'])).get_area() overlap_fraction = intersect_area / package_area + match_scores.append({'container': container, 'container_num': container_num, 'score': overlap_fraction}) sorted_match_scores = sort_objects_by_score(match_scores) @@ -245,7 +314,7 @@ def slot_into_containers(container_objects, package_objects, overlap_threshold=0 package_assignments[package_num].append(match_score['container_num']) else: break - + return container_assignments, package_assignments, best_match_scores @@ -302,7 +371,7 @@ def overlaps(bbox1, bbox2, threshold=0.5): area1 = rect1.get_area() if area1 == 0: return False - return rect1.intersect(list(bbox2)).get_area()/area1 >= threshold + return rect1.intersect(Rect(list(bbox2))).get_area()/area1 >= threshold def extract_text_from_spans(spans, join_with_space=True, remove_integer_superscripts=True): @@ -613,7 +682,7 @@ def align_supercells(supercells, rows, columns): if col_bbox_rect is None: continue - supercell_bbox = list(row_bbox_rect.intersect(col_bbox_rect)) + supercell_bbox = row_bbox_rect.intersect(col_bbox_rect).get_bbox() supercell['bbox'] = supercell_bbox # Only a true supercell if it joins across multiple rows or columns diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index 26206c99..1426d28e 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -9,12 +9,10 @@ from collections import defaultdict import xml.etree.ElementTree as ET - import cv2 import numpy as np import pytesseract -from fitz import Rect from transformers import TableTransformerForObjectDetection from transformers import DetrImageProcessor @@ -24,6 +22,7 @@ import platform from . import table_postprocess as postprocess +from unstructured_inference.models.table_postprocess import Rect @@ -63,19 +62,6 @@ def run_prediction(self, x: Image): encoding = self.feature_extractor(x, return_tensors="pt").to(self.device) outputs_structure = self.model(**encoding) - ''' - target_sizes = [x.size[::-1]] - new_image = Image.new('RGB', (x.size[0], x.size[1]), color='white') - for box in self.feature_extractor.post_process_object_detection(outputs_structure, threshold=0.6, target_sizes=target_sizes)[0]['boxes']: - # paste cropped - box = box.detach().numpy() - crop_image = x.crop((box)) - #print(box) - new_image.paste(crop_image, (int(box[0]), int(box[1]))) - - #new_image.show() - ''' - if platform.machine() == "x86_64": paddle_result = paddle_ocr.ocr(np.array(x), cls=True) @@ -146,7 +132,7 @@ def load_agent(): global paddle_ocr paddle_ocr = PaddleOCR(use_angle_cls=True, lang='en', mkl_dnn=True, show_log = False) -def get_class_map(data_type): +def get_class_map(data_type: str): if data_type == 'structure': class_map = { 'table': 0, @@ -171,7 +157,7 @@ def get_class_map(data_type): "no object": 10 } -def recognize(outputs, img, tokens=None, out_html=False): +def recognize(outputs: dict, img: Image, tokens:list=None, out_html:bool=False): out_formats = {} str_class_name2idx = get_class_map('structure') @@ -183,7 +169,6 @@ def recognize(outputs, img, tokens=None, out_html=False): # Further process the detected objects so they correspond to a consistent table tables_structure = objects_to_structures(objects, tokens, str_class_thresholds) - # Enumerate all table cells: grid cells and spanning cells tables_cells = [structure_to_cells(structure, tokens)[0] for structure in tables_structure] @@ -227,7 +212,7 @@ def iob(bbox1, bbox2): """ Compute the intersection area over box area, for bbox1. """ - intersection = Rect(bbox1).intersect(bbox2) + intersection = Rect(bbox1).intersect(Rect(bbox2)) bbox1_area = Rect(bbox1).get_area() if bbox1_area > 0: @@ -280,7 +265,7 @@ def objects_to_structures(objects, tokens, class_thresholds): column_rect = Rect() for obj in columns: column_rect.include_rect(obj['bbox']) - table['row_column_bbox'] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] + table['row_column_bbox'] = [column_rect.x_min, row_rect.y_min, column_rect.x_max, row_rect.y_max] table['bbox'] = table['row_column_bbox'] # Process the rows and columns into a complete segmented table @@ -381,7 +366,7 @@ def align_headers(headers, rows): # Having more than 1 header is not supported currently. break - header = {'bbox': list(header_rect)} + header = {'bbox': header_rect.get_bbox()} aligned_headers.append(header) return aligned_headers @@ -400,7 +385,6 @@ def structure_to_cells(table_structure, tokens): spanning_cells = table_structure['spanning cells'] cells = [] subcells = [] - # Identify complete cells and subcells for column_num, column in enumerate(columns): for row_num, row in enumerate(rows): @@ -408,7 +392,7 @@ def structure_to_cells(table_structure, tokens): row_rect = Rect(list(row['bbox'])) cell_rect = row_rect.intersect(column_rect) header = 'column header' in row and row['column header'] - cell = {'bbox': list(cell_rect), 'column_nums': [column_num], 'row_nums': [row_num], + cell = {'bbox': cell_rect.get_bbox(), 'column_nums': [column_num], 'row_nums': [row_num], 'column header': header} cell['subcell'] = False @@ -449,7 +433,7 @@ def structure_to_cells(table_structure, tokens): # otherwise, this could lead to a non-rectangular header region header = header and 'column header' in subcell and subcell['column header'] if len(cell_rows) > 0 and len(cell_columns) > 0: - cell = {'bbox': list(cell_rect), 'column_nums': list(cell_columns), 'row_nums': list(cell_rows), + cell = {'bbox': cell_rect.get_bbox(), 'column_nums': list(cell_columns), 'row_nums': list(cell_rows), 'column header': header, 'projected row header': spanning_cell['projected row header']} cells.append(cell) @@ -476,7 +460,7 @@ def structure_to_cells(table_structure, tokens): for row_num in cell['row_nums']: row_rect.include_rect(list(dilated_rows[row_num]['bbox'])) cell_rect = column_rect.intersect(row_rect) - cell['bbox'] = list(cell_rect) + cell['bbox'] = cell_rect.get_bbox() span_nums_by_cell, _, _ = postprocess.slot_into_containers(cells, tokens, overlap_threshold=0.001, unique_assignment=True, forced_assignment=False) @@ -487,7 +471,7 @@ def structure_to_cells(table_structure, tokens): # but need to associate cell['cell text'] = postprocess.extract_text_from_spans(cell_spans, remove_integer_superscripts=False) cell['spans'] = cell_spans - + # Adjust the row, column, and cell bounding boxes to reflect the extracted text num_rows = len(rows) rows = postprocess.sort_objects_top_to_bottom(rows) @@ -526,15 +510,21 @@ def structure_to_cells(table_structure, tokens): if len(max_y_values_by_row[num_rows-1]) > 0: column['bbox'][3] = max(max_y_values_by_row[num_rows-1]) for cell in cells: - row_rect = Rect() - column_rect = Rect() + row_rect = None + column_rect = None for row_num in cell['row_nums']: - row_rect.include_rect(list(rows[row_num]['bbox'])) + if row_rect is None: + row_rect = Rect(list(rows[row_num]['bbox'])) + else: + row_rect.include_rect(list(rows[row_num]['bbox'])) for column_num in cell['column_nums']: - column_rect.include_rect(list(columns[column_num]['bbox'])) + if column_rect is None: + column_rect = Rect(list(columns[column_num]['bbox'])) + else: + column_rect.include_rect(list(columns[column_num]['bbox'])) cell_rect = row_rect.intersect(column_rect) if cell_rect.get_area() > 0: - cell['bbox'] = list(cell_rect) + cell['bbox'] = cell_rect.get_bbox() pass return cells, confidence_score From b88e3f533244a6f8c9234e3891c8481e97495c7c Mon Sep 17 00:00:00 2001 From: Benjamin Torres Date: Mon, 27 Mar 2023 00:39:28 +0000 Subject: [PATCH 10/50] Bug fixed in intersect_rect --- unstructured_inference/models/tables.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index a8358bd8..6e42e39e 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -469,7 +469,7 @@ def structure_to_cells(table_structure, tokens): if cell_rect is None: cell_rect = Rect(list(subcell["bbox"])) else: - cell_rect.include_rect(Rect(list(subcell["bbox"]))) + cell_rect.include_rect(list(subcell["bbox"])) cell_rows = cell_rows.union(set(subcell["row_nums"])) cell_columns = cell_columns.union(set(subcell["column_nums"])) # By convention here, all subcells must be classified From 8c1d9fef67769a0afede10c2a0cb3f6a53a78945 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 01:55:09 +0000 Subject: [PATCH 11/50] Bump to default 200 dpi --- unstructured_inference/inference/layout.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/unstructured_inference/inference/layout.py b/unstructured_inference/inference/layout.py index a6868b1e..1e7eb197 100644 --- a/unstructured_inference/inference/layout.py +++ b/unstructured_inference/inference/layout.py @@ -320,7 +320,7 @@ def load_pdf( vertical_ttb: bool = True, # Should vertical words be read top-to-bottom? extra_attrs: Optional[List[str]] = None, split_at_punctuation: Union[bool, str] = False, - dpi: int = 72, + dpi: int = 200, ) -> Tuple[List[List[TextRegion]], List[Image.Image]]: """Loads the image and word objects from a pdf using pdfplumber and the image renderings of the pdf pages using pdf2image""" From 7987bd502abb8ea893fa0bdf874722b1f72b921d Mon Sep 17 00:00:00 2001 From: Benjamin Torres Date: Mon, 27 Mar 2023 03:57:31 +0000 Subject: [PATCH 12/50] Updated README with instructions to install paddleocr --- README.md | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/README.md b/README.md index fb4606b6..e31225d2 100644 --- a/README.md +++ b/README.md @@ -34,6 +34,18 @@ Windows is not officially supported by Detectron2, but some users are able to in See discussion [here](https://layout-parser.github.io/tutorials/installation#for-windows-users) for tips on installing Detectron2 on Windows. +### PaddleOCR + +[PaddleOCR](https://github.com/Unstructured-IO/unstructured.PaddleOCR) is required for table processing for `x86_64` architectures. +It should bot be installed under MacOS with Apple Silicon cpu. + +PaddleOCR should be installed using the following instructions. + +```shell +pip install paddlepaddle +pip install 'git+https://github.com/Unstructured-IO/unstructured.PaddleOCR@feat/installation#egg=paddleocr' +``` + ### Repository To install the repository for development, clone the repo and run `make install` to install dependencies. From ea8489c6a7b25aca1255dfaaad0e0fe484742de9 Mon Sep 17 00:00:00 2001 From: Benjamin Torres Date: Mon, 27 Mar 2023 04:02:54 +0000 Subject: [PATCH 13/50] Fixed typo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e31225d2..c876f9dc 100644 --- a/README.md +++ b/README.md @@ -37,7 +37,7 @@ tips on installing Detectron2 on Windows. ### PaddleOCR [PaddleOCR](https://github.com/Unstructured-IO/unstructured.PaddleOCR) is required for table processing for `x86_64` architectures. -It should bot be installed under MacOS with Apple Silicon cpu. +It should not be installed under MacOS with Apple Silicon cpu. PaddleOCR should be installed using the following instructions. From f96d33ac93e71f144db76166f9bdfe78d8ea3492 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 05:01:06 +0000 Subject: [PATCH 14/50] Deal with empty case --- unstructured_inference/models/tables.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index 6e42e39e..953b384e 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -122,7 +122,9 @@ def run_prediction(self, x: Image): if "block_num" not in token: token["block_num"] = 0 - return recognize(outputs_structure, x, tokens=tokens, out_html=True)["html"][0] + html = recognize(outputs_structure, x, tokens=tokens, out_html=True)["html"] + prediction = html[0] if html else "" + return prediction tables_agent: UnstructuredTableTransformerModel = None From 9bd713366f98dcea655eff85c39ecc743e07dcd6 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 05:01:14 +0000 Subject: [PATCH 15/50] Formatting --- .../models/table_postprocess.py | 40 ++++++------ unstructured_inference/models/tables.py | 64 +++++++++++-------- 2 files changed, 60 insertions(+), 44 deletions(-) diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py index e859ee1a..938c8abd 100644 --- a/unstructured_inference/models/table_postprocess.py +++ b/unstructured_inference/models/table_postprocess.py @@ -4,8 +4,9 @@ """ from collections import defaultdict + class Rect: - def __init__(self, bbox = None): #x_min, y_min, x_max, y_max): + def __init__(self, bbox=None): # x_min, y_min, x_max, y_max): if bbox is None: self.x_min = 0 self.y_min = 0 @@ -16,18 +17,18 @@ def __init__(self, bbox = None): #x_min, y_min, x_max, y_max): self.y_min = bbox[1] self.x_max = bbox[2] self.y_max = bbox[3] - + def get_area(self): area = (self.x_max - self.x_min) * (self.y_max - self.y_min) return area if area > 0 else 0.0 - + def intersect(self, other): if self.get_area() == 0: self.x_min = other.x_min self.y_min = other.y_min self.x_max = other.x_max self.y_max = other.y_max - else: + else: self.x_min = max(self.x_min, other.x_min) self.y_min = max(self.y_min, other.y_min) self.x_max = min(self.x_max, other.x_max) @@ -38,9 +39,8 @@ def intersect(self, other): self.y_min = 0 self.x_max = 0 self.y_max = 0 - + return self - def include_rect(self, bbox): other = Rect(bbox) @@ -64,7 +64,7 @@ def include_rect(self, bbox): self.y_max = other.y_max return self - + def get_bbox(self): return [self.x_min, self.y_min, self.x_max, self.y_max] @@ -196,18 +196,18 @@ def objects_to_table_structures( # and the total width of the columns row_rect = None for obj in rows: - if row_rect is None: - row_rect = Rect(obj['bbox']) + if row_rect is None: + row_rect = Rect(obj["bbox"]) else: - row_rect.include_rect(obj['bbox']) + row_rect.include_rect(obj["bbox"]) column_rect = None for obj in columns: if column_rect is None: - column_rect = Rect(obj['bbox']) + column_rect = Rect(obj["bbox"]) else: - column_rect.include_rect(obj['bbox']) - table_object['row_column_bbox'] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] - table_object['bbox'] = table_object['row_column_bbox'] + column_rect.include_rect(obj["bbox"]) + table_object["row_column_bbox"] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] + table_object["bbox"] = table_object["row_column_bbox"] # Process the rows and columns into a complete segmented table columns = align_columns(columns, table_object["row_column_bbox"]) @@ -317,11 +317,13 @@ def slot_into_containers( package_rect = Rect(package["bbox"]) package_area = package_rect.get_area() for container_num, container in enumerate(container_objects): - container_rect = Rect(container['bbox']) - intersect_area = container_rect.intersect(Rect(package['bbox'])).get_area() + container_rect = Rect(container["bbox"]) + intersect_area = container_rect.intersect(Rect(package["bbox"])).get_area() overlap_fraction = intersect_area / package_area - match_scores.append({'container': container, 'container_num': container_num, 'score': overlap_fraction}) + match_scores.append( + {"container": container, "container_num": container_num, "score": overlap_fraction} + ) sorted_match_scores = sort_objects_by_score(match_scores) @@ -395,7 +397,7 @@ def overlaps(bbox1, bbox2, threshold=0.5): area1 = rect1.get_area() if area1 == 0: return False - return rect1.intersect(Rect(list(bbox2))).get_area()/area1 >= threshold + return rect1.intersect(Rect(list(bbox2))).get_area() / area1 >= threshold def extract_text_from_spans(spans, join_with_space=True, remove_integer_superscripts=True): @@ -712,7 +714,7 @@ def align_supercells(supercells, rows, columns): continue supercell_bbox = row_bbox_rect.intersect(col_bbox_rect).get_bbox() - supercell['bbox'] = supercell_bbox + supercell["bbox"] = supercell_bbox # Only a true supercell if it joins across multiple rows or columns if ( diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index 953b384e..988469e3 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -147,7 +147,7 @@ def load_agent(): def get_class_map(data_type: str): - if data_type == 'structure': + if data_type == "structure": class_map = { "table": 0, "table column": 1, @@ -172,10 +172,8 @@ def get_class_map(data_type: str): "no object": 10, } -def recognize(outputs: dict, img: Image, tokens:list=None, out_html:bool=False): - out_formats = {} -def recognize(outputs, img, tokens=None, out_html=False): +def recognize(outputs: dict, img: Image, tokens: list = None, out_html: bool = False): """Recognize table elements.""" out_formats = {} @@ -244,7 +242,7 @@ def iob(bbox1, bbox2): Compute the intersection area over box area, for bbox1. """ intersection = Rect(bbox1).intersect(Rect(bbox2)) - + bbox1_area = Rect(bbox1).get_area() if bbox1_area > 0: return intersection.get_area() / bbox1_area @@ -300,9 +298,14 @@ def objects_to_structures(objects, tokens, class_thresholds): row_rect.include_rect(obj["bbox"]) column_rect = Rect() for obj in columns: - column_rect.include_rect(obj['bbox']) - table['row_column_bbox'] = [column_rect.x_min, row_rect.y_min, column_rect.x_max, row_rect.y_max] - table['bbox'] = table['row_column_bbox'] + column_rect.include_rect(obj["bbox"]) + table["row_column_bbox"] = [ + column_rect.x_min, + row_rect.y_min, + column_rect.x_max, + row_rect.y_max, + ] + table["bbox"] = table["row_column_bbox"] # Process the rows and columns into a complete segmented table columns = postprocess.align_columns(columns, table["row_column_bbox"]) @@ -411,7 +414,7 @@ def align_headers(headers, rows): # Having more than 1 header is not supported currently. break - header = {'bbox': header_rect.get_bbox()} + header = {"bbox": header_rect.get_bbox()} aligned_headers.append(header) return aligned_headers @@ -437,9 +440,13 @@ def structure_to_cells(table_structure, tokens): column_rect = Rect(list(column["bbox"])) row_rect = Rect(list(row["bbox"])) cell_rect = row_rect.intersect(column_rect) - header = 'column header' in row and row['column header'] - cell = {'bbox': cell_rect.get_bbox(), 'column_nums': [column_num], 'row_nums': [row_num], - 'column header': header} + header = "column header" in row and row["column header"] + cell = { + "bbox": cell_rect.get_bbox(), + "column_nums": [column_num], + "row_nums": [row_num], + "column header": header, + } cell["subcell"] = False for spanning_cell in spanning_cells: @@ -479,8 +486,13 @@ def structure_to_cells(table_structure, tokens): # otherwise, this could lead to a non-rectangular header region header = header and "column header" in subcell and subcell["column header"] if len(cell_rows) > 0 and len(cell_columns) > 0: - cell = {'bbox': cell_rect.get_bbox(), 'column_nums': list(cell_columns), 'row_nums': list(cell_rows), - 'column header': header, 'projected row header': spanning_cell['projected row header']} + cell = { + "bbox": cell_rect.get_bbox(), + "column_nums": list(cell_columns), + "row_nums": list(cell_rows), + "column header": header, + "projected row header": spanning_cell["projected row header"], + } cells.append(cell) # Compute a confidence score based on how well the page tokens @@ -506,7 +518,7 @@ def structure_to_cells(table_structure, tokens): for row_num in cell["row_nums"]: row_rect.include_rect(list(dilated_rows[row_num]["bbox"])) cell_rect = column_rect.intersect(row_rect) - cell['bbox'] = cell_rect.get_bbox() + cell["bbox"] = cell_rect.get_bbox() span_nums_by_cell, _, _ = postprocess.slot_into_containers( cells, tokens, overlap_threshold=0.001, unique_assignment=True, forced_assignment=False @@ -515,9 +527,11 @@ def structure_to_cells(table_structure, tokens): for cell, cell_span_nums in zip(cells, span_nums_by_cell): cell_spans = [tokens[num] for num in cell_span_nums] # TODO: Refine how text is extracted; should be character-based, not span-based; - # but need to associate - cell['cell text'] = postprocess.extract_text_from_spans(cell_spans, remove_integer_superscripts=False) - cell['spans'] = cell_spans + # but need to associate + cell["cell text"] = postprocess.extract_text_from_spans( + cell_spans, remove_integer_superscripts=False + ) + cell["spans"] = cell_spans # Adjust the row, column, and cell bounding boxes to reflect the extracted text num_rows = len(rows) @@ -559,19 +573,19 @@ def structure_to_cells(table_structure, tokens): for cell in cells: row_rect = None column_rect = None - for row_num in cell['row_nums']: + for row_num in cell["row_nums"]: if row_rect is None: - row_rect = Rect(list(rows[row_num]['bbox'])) + row_rect = Rect(list(rows[row_num]["bbox"])) else: - row_rect.include_rect(list(rows[row_num]['bbox'])) - for column_num in cell['column_nums']: + row_rect.include_rect(list(rows[row_num]["bbox"])) + for column_num in cell["column_nums"]: if column_rect is None: - column_rect = Rect(list(columns[column_num]['bbox'])) + column_rect = Rect(list(columns[column_num]["bbox"])) else: - column_rect.include_rect(list(columns[column_num]['bbox'])) + column_rect.include_rect(list(columns[column_num]["bbox"])) cell_rect = row_rect.intersect(column_rect) if cell_rect.get_area() > 0: - cell['bbox'] = cell_rect.get_bbox() + cell["bbox"] = cell_rect.get_bbox() pass return cells, confidence_score From 3ef796348540dd73458ed99d1d787f7722c97d3c Mon Sep 17 00:00:00 2001 From: Benjamin Torres Date: Mon, 27 Mar 2023 06:58:27 +0000 Subject: [PATCH 16/50] Updates to pass flake8 --- unstructured_inference/inference/layout.py | 2 +- unstructured_inference/models/paddle_ocr.py | 12 +++ .../models/table_postprocess.py | 44 ++++---- unstructured_inference/models/tables.py | 101 ++++++++++-------- 4 files changed, 96 insertions(+), 63 deletions(-) create mode 100644 unstructured_inference/models/paddle_ocr.py diff --git a/unstructured_inference/inference/layout.py b/unstructured_inference/inference/layout.py index 1e7eb197..59396afc 100644 --- a/unstructured_inference/inference/layout.py +++ b/unstructured_inference/inference/layout.py @@ -246,7 +246,7 @@ def get_element_from_block( if block.text is not None: # If block text is already populated, we'll assume it's correct text = block.text - elif block.type == "Table": + elif hasattr(block, "type") and block.type == "Table": text = interprete_table_block(block, image) elif pdf_objects is not None: text = aggregate_by_block(block, image, pdf_objects, ocr_strategy) diff --git a/unstructured_inference/models/paddle_ocr.py b/unstructured_inference/models/paddle_ocr.py new file mode 100644 index 00000000..3e20b8bc --- /dev/null +++ b/unstructured_inference/models/paddle_ocr.py @@ -0,0 +1,12 @@ +from paddleocr import PaddleOCR + +paddle_ocr: PaddleOCR = None + + +def load_agent(): + """Loads the PaddleOCR agent as a global variable to ensure that we only load it once.""" + + global paddle_ocr + paddle_ocr = PaddleOCR(use_angle_cls=True, lang="en", mkl_dnn=True, show_log=False) + + return paddle_ocr diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py index e859ee1a..7dac4655 100644 --- a/unstructured_inference/models/table_postprocess.py +++ b/unstructured_inference/models/table_postprocess.py @@ -4,8 +4,9 @@ """ from collections import defaultdict + class Rect: - def __init__(self, bbox = None): #x_min, y_min, x_max, y_max): + def __init__(self, bbox=None): if bbox is None: self.x_min = 0 self.y_min = 0 @@ -16,18 +17,20 @@ def __init__(self, bbox = None): #x_min, y_min, x_max, y_max): self.y_min = bbox[1] self.x_max = bbox[2] self.y_max = bbox[3] - + def get_area(self): + """Calculates the area of the rectangle""" area = (self.x_max - self.x_min) * (self.y_max - self.y_min) return area if area > 0 else 0.0 - + def intersect(self, other): + """Calculates the intersection with another rectangle""" if self.get_area() == 0: self.x_min = other.x_min self.y_min = other.y_min self.x_max = other.x_max self.y_max = other.y_max - else: + else: self.x_min = max(self.x_min, other.x_min) self.y_min = max(self.y_min, other.y_min) self.x_max = min(self.x_max, other.x_max) @@ -38,11 +41,11 @@ def intersect(self, other): self.y_min = 0 self.x_max = 0 self.y_max = 0 - + return self - def include_rect(self, bbox): + """Calculates a rectangle that includes both rectangles""" other = Rect(bbox) if self.get_area() == 0: @@ -64,8 +67,9 @@ def include_rect(self, bbox): self.y_max = other.y_max return self - + def get_bbox(self): + """Returns the coordinates that define the rectangle""" return [self.x_min, self.y_min, self.x_max, self.y_max] @@ -196,18 +200,18 @@ def objects_to_table_structures( # and the total width of the columns row_rect = None for obj in rows: - if row_rect is None: - row_rect = Rect(obj['bbox']) + if row_rect is None: + row_rect = Rect(obj["bbox"]) else: - row_rect.include_rect(obj['bbox']) + row_rect.include_rect(obj["bbox"]) column_rect = None for obj in columns: if column_rect is None: - column_rect = Rect(obj['bbox']) + column_rect = Rect(obj["bbox"]) else: - column_rect.include_rect(obj['bbox']) - table_object['row_column_bbox'] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] - table_object['bbox'] = table_object['row_column_bbox'] + column_rect.include_rect(obj["bbox"]) + table_object["row_column_bbox"] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] + table_object["bbox"] = table_object["row_column_bbox"] # Process the rows and columns into a complete segmented table columns = align_columns(columns, table_object["row_column_bbox"]) @@ -317,11 +321,13 @@ def slot_into_containers( package_rect = Rect(package["bbox"]) package_area = package_rect.get_area() for container_num, container in enumerate(container_objects): - container_rect = Rect(container['bbox']) - intersect_area = container_rect.intersect(Rect(package['bbox'])).get_area() + container_rect = Rect(container["bbox"]) + intersect_area = container_rect.intersect(Rect(package["bbox"])).get_area() overlap_fraction = intersect_area / package_area - match_scores.append({'container': container, 'container_num': container_num, 'score': overlap_fraction}) + match_scores.append( + {"container": container, "container_num": container_num, "score": overlap_fraction} + ) sorted_match_scores = sort_objects_by_score(match_scores) @@ -395,7 +401,7 @@ def overlaps(bbox1, bbox2, threshold=0.5): area1 = rect1.get_area() if area1 == 0: return False - return rect1.intersect(Rect(list(bbox2))).get_area()/area1 >= threshold + return rect1.intersect(Rect(list(bbox2))).get_area() / area1 >= threshold def extract_text_from_spans(spans, join_with_space=True, remove_integer_superscripts=True): @@ -712,7 +718,7 @@ def align_supercells(supercells, rows, columns): continue supercell_bbox = row_bbox_rect.intersect(col_bbox_rect).get_bbox() - supercell['bbox'] = supercell_bbox + supercell["bbox"] = supercell_bbox # Only a true supercell if it joins across multiple rows or columns if ( diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index 6e42e39e..61217d4e 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -28,6 +28,9 @@ class UnstructuredTableTransformerModel(UnstructuredModel): """Unstructured model wrapper for table-transformer.""" + def __init__(self): + pass + def predict(self, x: Image): """Predict table structure deferring to run_prediction""" super().predict(x) @@ -62,7 +65,9 @@ def run_prediction(self, x: Image): outputs_structure = self.model(**encoding) if platform.machine() == "x86_64": - paddle_result = paddle_ocr.ocr(np.array(x), cls=True) + from unstructured_inference.models import paddle_ocr + + paddle_result = paddle_ocr.load_agent().ocr(np.array(x), cls=True) tokens = [] for idx in range(len(paddle_result)): @@ -92,25 +97,21 @@ def run_prediction(self, x: Image): ocr_df = ocr_df.dropna() tokens = [] - for idx in ocr_df.itertuples(): + for idtx in ocr_df.itertuples(): tokens.append( { "bbox": [ - idx.left / zoom, - idx.top / zoom, - (idx.left + idx.width) / zoom, - (idx.top + idx.height) / zoom, + idtx.left / zoom, + idtx.top / zoom, + (idtx.left + idtx.width) / zoom, + (idtx.top + idtx.height) / zoom, ], - "text": idx.text, + "text": idtx.text, } ) sorted(tokens, key=lambda x: x["bbox"][1] * 10000 + x["bbox"][0]) - # Handle dictionary format - if type(tokens) is dict and "words" in tokens: - tokens = tokens["words"] - # 'tokens' is a list of tokens # Need to be in a relative reading order # If no order is provided, use current order @@ -125,27 +126,23 @@ def run_prediction(self, x: Image): return recognize(outputs_structure, x, tokens=tokens, out_html=True)["html"][0] -tables_agent: UnstructuredTableTransformerModel = None +tables_agent: UnstructuredTableTransformerModel = UnstructuredTableTransformerModel() def load_agent(): """Loads the Tesseract OCR agent as a global variable to ensure that we only load it once.""" global tables_agent - if tables_agent is None: + if not hasattr(tables_agent, "model"): logger.info("Loading the Tesseract OCR agent ...") - tables_agent = UnstructuredTableTransformerModel() tables_agent.initialize("microsoft/table-transformer-structure-recognition") - if platform.machine() == "x86_64": - from paddleocr import PaddleOCR - - global paddle_ocr - paddle_ocr = PaddleOCR(use_angle_cls=True, lang="en", mkl_dnn=True, show_log=False) + return def get_class_map(data_type: str): - if data_type == 'structure': + """Defines class map dictionaries""" + if data_type == "structure": class_map = { "table": 0, "table column": 1, @@ -170,8 +167,10 @@ def get_class_map(data_type: str): "no object": 10, } -def recognize(outputs: dict, img: Image, tokens:list=None, out_html:bool=False): - out_formats = {} + +# def recognize(outputs: dict, img: Image, tokens: list = None, out_html: bool = False): +# out_formats = {} + def recognize(outputs, img, tokens=None, out_html=False): """Recognize table elements.""" @@ -242,7 +241,7 @@ def iob(bbox1, bbox2): Compute the intersection area over box area, for bbox1. """ intersection = Rect(bbox1).intersect(Rect(bbox2)) - + bbox1_area = Rect(bbox1).get_area() if bbox1_area > 0: return intersection.get_area() / bbox1_area @@ -298,9 +297,14 @@ def objects_to_structures(objects, tokens, class_thresholds): row_rect.include_rect(obj["bbox"]) column_rect = Rect() for obj in columns: - column_rect.include_rect(obj['bbox']) - table['row_column_bbox'] = [column_rect.x_min, row_rect.y_min, column_rect.x_max, row_rect.y_max] - table['bbox'] = table['row_column_bbox'] + column_rect.include_rect(obj["bbox"]) + table["row_column_bbox"] = [ + column_rect.x_min, + row_rect.y_min, + column_rect.x_max, + row_rect.y_max, + ] + table["bbox"] = table["row_column_bbox"] # Process the rows and columns into a complete segmented table columns = postprocess.align_columns(columns, table["row_column_bbox"]) @@ -409,7 +413,7 @@ def align_headers(headers, rows): # Having more than 1 header is not supported currently. break - header = {'bbox': header_rect.get_bbox()} + header = {"bbox": header_rect.get_bbox()} aligned_headers.append(header) return aligned_headers @@ -435,9 +439,13 @@ def structure_to_cells(table_structure, tokens): column_rect = Rect(list(column["bbox"])) row_rect = Rect(list(row["bbox"])) cell_rect = row_rect.intersect(column_rect) - header = 'column header' in row and row['column header'] - cell = {'bbox': cell_rect.get_bbox(), 'column_nums': [column_num], 'row_nums': [row_num], - 'column header': header} + header = "column header" in row and row["column header"] + cell = { + "bbox": cell_rect.get_bbox(), + "column_nums": [column_num], + "row_nums": [row_num], + "column header": header, + } cell["subcell"] = False for spanning_cell in spanning_cells: @@ -477,8 +485,13 @@ def structure_to_cells(table_structure, tokens): # otherwise, this could lead to a non-rectangular header region header = header and "column header" in subcell and subcell["column header"] if len(cell_rows) > 0 and len(cell_columns) > 0: - cell = {'bbox': cell_rect.get_bbox(), 'column_nums': list(cell_columns), 'row_nums': list(cell_rows), - 'column header': header, 'projected row header': spanning_cell['projected row header']} + cell = { + "bbox": cell_rect.get_bbox(), + "column_nums": list(cell_columns), + "row_nums": list(cell_rows), + "column header": header, + "projected row header": spanning_cell["projected row header"], + } cells.append(cell) # Compute a confidence score based on how well the page tokens @@ -504,7 +517,7 @@ def structure_to_cells(table_structure, tokens): for row_num in cell["row_nums"]: row_rect.include_rect(list(dilated_rows[row_num]["bbox"])) cell_rect = column_rect.intersect(row_rect) - cell['bbox'] = cell_rect.get_bbox() + cell["bbox"] = cell_rect.get_bbox() span_nums_by_cell, _, _ = postprocess.slot_into_containers( cells, tokens, overlap_threshold=0.001, unique_assignment=True, forced_assignment=False @@ -513,9 +526,11 @@ def structure_to_cells(table_structure, tokens): for cell, cell_span_nums in zip(cells, span_nums_by_cell): cell_spans = [tokens[num] for num in cell_span_nums] # TODO: Refine how text is extracted; should be character-based, not span-based; - # but need to associate - cell['cell text'] = postprocess.extract_text_from_spans(cell_spans, remove_integer_superscripts=False) - cell['spans'] = cell_spans + # but need to associate + cell["cell text"] = postprocess.extract_text_from_spans( + cell_spans, remove_integer_superscripts=False + ) + cell["spans"] = cell_spans # Adjust the row, column, and cell bounding boxes to reflect the extracted text num_rows = len(rows) @@ -557,19 +572,19 @@ def structure_to_cells(table_structure, tokens): for cell in cells: row_rect = None column_rect = None - for row_num in cell['row_nums']: + for row_num in cell["row_nums"]: if row_rect is None: - row_rect = Rect(list(rows[row_num]['bbox'])) + row_rect = Rect(list(rows[row_num]["bbox"])) else: - row_rect.include_rect(list(rows[row_num]['bbox'])) - for column_num in cell['column_nums']: + row_rect.include_rect(list(rows[row_num]["bbox"])) + for column_num in cell["column_nums"]: if column_rect is None: - column_rect = Rect(list(columns[column_num]['bbox'])) + column_rect = Rect(list(columns[column_num]["bbox"])) else: - column_rect.include_rect(list(columns[column_num]['bbox'])) + column_rect.include_rect(list(columns[column_num]["bbox"])) cell_rect = row_rect.intersect(column_rect) if cell_rect.get_area() > 0: - cell['bbox'] = cell_rect.get_bbox() + cell["bbox"] = cell_rect.get_bbox() pass return cells, confidence_score From 3b5ee44ed8ed5597e332b89c0588bfbe822d0c36 Mon Sep 17 00:00:00 2001 From: Benjamin Torres Date: Mon, 27 Mar 2023 09:48:00 +0000 Subject: [PATCH 17/50] Added table test --- sample-docs/example_table.png | Bin 0 -> 367658 bytes .../models/test_tables.py | 54 ++++++++++++++++++ 2 files changed, 54 insertions(+) create mode 100644 sample-docs/example_table.png create mode 100644 test_unstructured_inference/models/test_tables.py 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unstructured_inference.models.tables as tables + +from transformers.models.table_transformer.modeling_table_transformer import TableTransformerDecoder + + +@pytest.mark.parametrize( + "model_path", + [ + ("invalid_table_path"), + ("incorrect_table_path"), + ], +) +def test_load_table_model_raises_when_not_available(model_path): + with pytest.raises(ImportError): + table_model = tables.UnstructuredTableTransformerModel() + table_model.initialize(model=model_path) + + +@pytest.mark.parametrize( + "model_path", + [ + "microsoft/table-transformer-structure-recognition", + ], +) +def test_load_donut_model(model_path): + table_model = tables.UnstructuredTableTransformerModel() + table_model.initialize(model=model_path) + assert type(table_model.model.model.decoder) == TableTransformerDecoder + + +@pytest.fixture +def sample_table_transcript(): + if platform.machine(): + return "
Batch SizeTorch-FP16FT-FP16FT-INT8FT-INT4Torch-FP16FT-FP16FT-INT8FT-INT4
11638840140014351361361
87015941639166265145315071518
20150302531783247139257127192803
32214400842644379202296031373239
64379537157065935349433345784746
96485668971017483440506253845605
" + else: + return "
Batch Sizeoch-FP16FT-FP16FT-INT8FIINT4Torch-FP16FI-FP16FI-INT8FT-INT4
16388401400| 14351361361
:7015941639-'si(«i«éd66_—~«d|'—C(C;*é«CS14531507~—«1518
201503025«3178~—s3247:«|:~Ss«13925712719 +~—-2803
32214400842644379| 20229603137.3239
64379537157065935| 349433345784746
96A85668971017483| 4405062.Ss«5384.—Ssis«é5605
" + + +@pytest.mark.parametrize( + "model_path", + [ + "microsoft/table-transformer-structure-recognition", + ], +) +def test_table_prediction(model_path, sample_table_transcript): + table_model = tables.UnstructuredTableTransformerModel() + from PIL import Image + + table_model.initialize(model=model_path) + img = Image.open("./sample-docs/example_table.png").convert("RGB") + prediction = table_model.predict(img) + assert prediction == sample_table_transcript From f398f35ef1c40dcb1567a7da4147a846a50e0ddf Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Mon, 27 Mar 2023 20:52:35 +1100 Subject: [PATCH 18/50] Fixed test --- test_unstructured_inference/models/test_tables.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index f9f7cb1f..9eb6fec5 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -32,7 +32,7 @@ def test_load_donut_model(model_path): @pytest.fixture def sample_table_transcript(): - if platform.machine(): + if platform.machine() == 'x86_64': return "
Batch SizeTorch-FP16FT-FP16FT-INT8FT-INT4Torch-FP16FT-FP16FT-INT8FT-INT4
11638840140014351361361
87015941639166265145315071518
20150302531783247139257127192803
32214400842644379202296031373239
64379537157065935349433345784746
96485668971017483440506253845605
" else: return "
Batch Sizeoch-FP16FT-FP16FT-INT8FIINT4Torch-FP16FI-FP16FI-INT8FT-INT4
16388401400| 14351361361
:7015941639-'si(«i«éd66_—~«d|'—C(C;*é«CS14531507~—«1518
201503025«3178~—s3247:«|:~Ss«13925712719 +~—-2803
32214400842644379| 20229603137.3239
64379537157065935| 349433345784746
96A85668971017483| 4405062.Ss«5384.—Ssis«é5605
" From bd5671dba674875bdb3253f6e2f7530aa3c4b8f8 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 15:07:45 +0000 Subject: [PATCH 19/50] Typing changes --- unstructured_inference/inference/layout.py | 4 +++- unstructured_inference/models/tables.py | 23 ++++++++++++---------- 2 files changed, 16 insertions(+), 11 deletions(-) diff --git a/unstructured_inference/inference/layout.py b/unstructured_inference/inference/layout.py index 1e7eb197..1c66c47f 100644 --- a/unstructured_inference/inference/layout.py +++ b/unstructured_inference/inference/layout.py @@ -246,7 +246,7 @@ def get_element_from_block( if block.text is not None: # If block text is already populated, we'll assume it's correct text = block.text - elif block.type == "Table": + elif isinstance(block, LayoutElement) and block.type == "Table": text = interprete_table_block(block, image) elif pdf_objects is not None: text = aggregate_by_block(block, image, pdf_objects, ocr_strategy) @@ -290,6 +290,8 @@ def aggregate_by_block( def interprete_table_block(text_block: TextRegion, image: Image.Image) -> str: """Extract the contents of a table.""" tables.load_agent() + if tables.tables_agent is None: + raise RuntimeError("Unable to load table extraction agent.") padded_block = text_block.pad(5) cropped_image = image.crop((padded_block.x1, padded_block.y1, padded_block.x2, padded_block.y2)) return tables.tables_agent.predict(cropped_image) diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index 988469e3..61c238a3 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -11,6 +11,7 @@ import cv2 import numpy as np +import pandas as pd import pytesseract @@ -62,7 +63,7 @@ def run_prediction(self, x: Image): outputs_structure = self.model(**encoding) if platform.machine() == "x86_64": - paddle_result = paddle_ocr.ocr(np.array(x), cls=True) + paddle_result = paddle_ocr.ocr(np.array(x), cls=True) # type: ignore tokens = [] for idx in range(len(paddle_result)): @@ -87,7 +88,9 @@ def run_prediction(self, x: Image): img = cv2.dilate(img, kernel, iterations=1) img = cv2.erode(img, kernel, iterations=1) - ocr_df = pytesseract.image_to_data(Image.fromarray(img), output_type="data.frame") + ocr_df: pd.DataFrame = pytesseract.image_to_data( + Image.fromarray(img), output_type="data.frame" + ) ocr_df = ocr_df.dropna() @@ -96,19 +99,19 @@ def run_prediction(self, x: Image): tokens.append( { "bbox": [ - idx.left / zoom, - idx.top / zoom, - (idx.left + idx.width) / zoom, - (idx.top + idx.height) / zoom, + idx.left / zoom, # type: ignore + idx.top / zoom, # type: ignore + (idx.left + idx.width) / zoom, # type: ignore + (idx.top + idx.height) / zoom, # type: ignore ], - "text": idx.text, + "text": idx.text, # type: ignore } ) sorted(tokens, key=lambda x: x["bbox"][1] * 10000 + x["bbox"][0]) # Handle dictionary format - if type(tokens) is dict and "words" in tokens: + if isinstance(tokens, dict) and "words" in tokens: tokens = tokens["words"] # 'tokens' is a list of tokens @@ -127,7 +130,7 @@ def run_prediction(self, x: Image): return prediction -tables_agent: UnstructuredTableTransformerModel = None +tables_agent: Optional[UnstructuredTableTransformerModel] = None def load_agent(): @@ -173,7 +176,7 @@ def get_class_map(data_type: str): } -def recognize(outputs: dict, img: Image, tokens: list = None, out_html: bool = False): +def recognize(outputs: dict, img: Image, tokens: Optional[list] = None, out_html: bool = False): """Recognize table elements.""" out_formats = {} From b6df90589ef45a083cf4d62aea9e815eecc6e707 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 20:12:02 +0000 Subject: [PATCH 20/50] formatting for large fixture --- .../models/test_tables.py | 35 ++++++++++++++++--- 1 file changed, 31 insertions(+), 4 deletions(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index 9eb6fec5..3e91aabd 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -32,10 +32,37 @@ def test_load_donut_model(model_path): @pytest.fixture def sample_table_transcript(): - if platform.machine() == 'x86_64': - return "
Batch SizeTorch-FP16FT-FP16FT-INT8FT-INT4Torch-FP16FT-FP16FT-INT8FT-INT4
11638840140014351361361
87015941639166265145315071518
20150302531783247139257127192803
32214400842644379202296031373239
64379537157065935349433345784746
96485668971017483440506253845605
" + if platform.machine() == "x86_64": + out = ( + "" + "" + "" + "" + "" + "" + "" + "" + "" + "" + "" + "
Batch SizeTorch-FP16FT-FP16FT-INT8FT-INT4Torch-FP16FT-FP16FT-INT8FT-INT4
11638840140014351361361
87015941639166265145315071518
20150302531783247139257127192803
32214400842644379202296031373239
64379537157065935349433345784746
96485668971017483440506253845605
" + ) else: - return "
Batch Sizeoch-FP16FT-FP16FT-INT8FIINT4Torch-FP16FI-FP16FI-INT8FT-INT4
16388401400| 14351361361
:7015941639-'si(«i«éd66_—~«d|'—C(C;*é«CS14531507~—«1518
201503025«3178~—s3247:«|:~Ss«13925712719 +~—-2803
32214400842644379| 20229603137.3239
64379537157065935| 349433345784746
96A85668971017483| 4405062.Ss«5384.—Ssis«é5605
" + out = ( + "" + "" + "" + "" + "" + "" + "" + "" + "" + "" + "" + "
Batch Sizeoch-FP16FT-FP16FT-INT8FIINT4Torch-FP16FI-FP16FI-INT8FT-INT4
16388401400| 14351361361
:7015941639-'si(«i«éd66_—~«d|'—C(C;*é«CS14531507~—«1518
201503025«3178~—s3247:«|:~Ss«13925712719 +~—-2803
32214400842644379| 20229603137.3239
64379537157065935| 349433345784746
96A85668971017483| 4405062.Ss«5384.—Ssis«é5605
" + ) + return out @pytest.mark.parametrize( @@ -51,4 +78,4 @@ def test_table_prediction(model_path, sample_table_transcript): table_model.initialize(model=model_path) img = Image.open("./sample-docs/example_table.png").convert("RGB") prediction = table_model.predict(img) - assert prediction == sample_table_transcript + assert prediction == sample_table_transcript From 51f5b523d3ff9f9de61d9985381b5f5f2df083ef Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 20:15:18 +0000 Subject: [PATCH 21/50] Up pixel to reflect new dpi --- unstructured_inference/inference/layout.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/unstructured_inference/inference/layout.py b/unstructured_inference/inference/layout.py index 1c66c47f..2507bcfe 100644 --- a/unstructured_inference/inference/layout.py +++ b/unstructured_inference/inference/layout.py @@ -292,7 +292,7 @@ def interprete_table_block(text_block: TextRegion, image: Image.Image) -> str: tables.load_agent() if tables.tables_agent is None: raise RuntimeError("Unable to load table extraction agent.") - padded_block = text_block.pad(5) + padded_block = text_block.pad(12) cropped_image = image.crop((padded_block.x1, padded_block.y1, padded_block.x2, padded_block.y2)) return tables.tables_agent.predict(cropped_image) @@ -301,7 +301,7 @@ def ocr(text_block: TextRegion, image: Image.Image) -> str: """Runs a cropped text block image through and OCR agent.""" logger.debug("Running OCR on text block ...") tesseract.load_agent() - padded_block = text_block.pad(5) + padded_block = text_block.pad(12) cropped_image = image.crop((padded_block.x1, padded_block.y1, padded_block.x2, padded_block.y2)) return tesseract.ocr_agent.detect(cropped_image) From ab9bd1f168f2fd22d37510ad9b9da733c4e3e526 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 20:15:49 +0000 Subject: [PATCH 22/50] Make table extraction opt-in --- unstructured_inference/inference/layout.py | 21 ++++++++++++++++++--- 1 file changed, 18 insertions(+), 3 deletions(-) diff --git a/unstructured_inference/inference/layout.py b/unstructured_inference/inference/layout.py index 2507bcfe..c59a015c 100644 --- a/unstructured_inference/inference/layout.py +++ b/unstructured_inference/inference/layout.py @@ -55,6 +55,7 @@ def from_file( model: Optional[UnstructuredModel] = None, fixed_layouts: Optional[List[Optional[List[TextRegion]]]] = None, ocr_strategy: str = "auto", + extract_tables: bool = False, ) -> DocumentLayout: """Creates a DocumentLayout from a pdf file.""" logger.info(f"Reading PDF for file: {filename} ...") @@ -75,6 +76,7 @@ def from_file( layout=layout, ocr_strategy=ocr_strategy, fixed_layout=fixed_layout, + extract_tables=extract_tables, ) pages.append(page) return cls.from_pages(pages) @@ -86,6 +88,7 @@ def from_image_file( model: Optional[UnstructuredModel] = None, ocr_strategy: str = "auto", fixed_layout: Optional[List[TextRegion]] = None, + extract_tables: bool = False, ) -> DocumentLayout: """Creates a DocumentLayout from an image file.""" logger.info(f"Reading image file: {filename} ...") @@ -97,7 +100,12 @@ def from_image_file( else: raise FileNotFoundError(f'File "{filename}" not found!') from e page = PageLayout.from_image( - image, model=model, layout=None, ocr_strategy=ocr_strategy, fixed_layout=fixed_layout + image, + model=model, + layout=None, + ocr_strategy=ocr_strategy, + fixed_layout=fixed_layout, + extract_tables=extract_tables, ) return cls.from_pages([page]) @@ -112,6 +120,7 @@ def __init__( layout: Optional[List[TextRegion]], model: Optional[UnstructuredModel] = None, ocr_strategy: str = "auto", + extract_tables: bool = False, ): self.image = image self.image_array: Union[np.ndarray, None] = None @@ -122,6 +131,7 @@ def __init__( if ocr_strategy not in VALID_OCR_STRATEGIES: raise ValueError(f"ocr_strategy must be one of {VALID_OCR_STRATEGIES}.") self.ocr_strategy = ocr_strategy + self.extract_tables = extract_tables def __str__(self) -> str: return "\n\n".join([str(element) for element in self.elements]) @@ -149,7 +159,11 @@ def get_elements_from_layout(self, layout: List[TextRegion]) -> List[LayoutEleme layout.sort(key=lambda element: element.y1) elements = [] for e in tqdm(layout): - elements.append(get_element_from_block(e, self.image, self.layout, self.ocr_strategy)) + elements.append( + get_element_from_block( + e, self.image, self.layout, self.ocr_strategy, self.extract_tables + ) + ) return elements def _get_image_array(self) -> Union[np.ndarray, None]: @@ -240,13 +254,14 @@ def get_element_from_block( image: Optional[Image.Image] = None, pdf_objects: Optional[List[Union[TextRegion, ImageTextRegion]]] = None, ocr_strategy: str = "auto", + extract_tables: bool = False, ) -> LayoutElement: """Creates a LayoutElement from a given layout or image by finding all the text that lies within a given block.""" if block.text is not None: # If block text is already populated, we'll assume it's correct text = block.text - elif isinstance(block, LayoutElement) and block.type == "Table": + elif extract_tables and isinstance(block, LayoutElement) and block.type == "Table": text = interprete_table_block(block, image) elif pdf_objects is not None: text = aggregate_by_block(block, image, pdf_objects, ocr_strategy) From 3d625f0becdfa81d738d54373c6fced50e0061a5 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 20:16:01 +0000 Subject: [PATCH 23/50] Change content to check for --- test_unstructured_inference/models/test_yolox.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test_unstructured_inference/models/test_yolox.py b/test_unstructured_inference/models/test_yolox.py index ab749b54..f0adfdcb 100644 --- a/test_unstructured_inference/models/test_yolox.py +++ b/test_unstructured_inference/models/test_yolox.py @@ -57,7 +57,7 @@ def test_layout_yolox_local_parsing_pdf_soft(): filename = os.path.join("sample-docs", "loremipsum.pdf") document_layout = process_file_with_model(filename, model_name="yolox_tiny") content = str(document_layout) - assert "Lorem ipsum" in content + assert "libero fringilla" in content assert len(document_layout.pages) == 1 # NOTE(benjamin) Soft version of the test, run make test-long in order to run with full model assert len(document_layout.pages[0].elements) > 0 From e011a4c69130395aded95875728621c994bab9b3 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 20:16:35 +0000 Subject: [PATCH 24/50] Add install targets for paddleocr --- Makefile | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/Makefile b/Makefile index 09c498f5..c846b7d9 100644 --- a/Makefile +++ b/Makefile @@ -20,7 +20,7 @@ install-base: install-base-pip-packages install: install-base-pip-packages install-dev install-detectron2 install-test .PHONY: install-ci -install-ci: install-base-pip-packages install-test +install-ci: install-base-pip-packages install-test install-paddleocr .PHONY: install-base-pip-packages install-base-pip-packages: @@ -31,6 +31,10 @@ install-base-pip-packages: install-detectron2: pip install "detectron2@git+https://github.com/facebookresearch/detectron2.git@78d5b4f335005091fe0364ce4775d711ec93566e" +.PHONY: install-paddleocr +install-detectron2: + pip install "unstructured.PaddleOCR" + .PHONY: install-test install-test: pip install -r requirements/test.txt From a511cc8f44a1819c923cc757490a71c19b0b0fff Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 20:17:29 +0000 Subject: [PATCH 25/50] Add optional pip install for paddleocr --- setup.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/setup.py b/setup.py index bd19583f..9a32d82f 100644 --- a/setup.py +++ b/setup.py @@ -18,6 +18,7 @@ limitations under the License. """ from setuptools import setup, find_packages +from platform import machine from unstructured_inference.__version__ import __version__ @@ -60,5 +61,5 @@ "onnxruntime", "transformers", ], - extras_require={}, + extras_require={"paddle-ocr": "unstructured.PaddleOCR"}, ) From 698df93582d1f945a98d4dc566eb162b467ddd4b Mon Sep 17 00:00:00 2001 From: Antonio Jose Jimeno Yepes Date: Tue, 28 Mar 2023 07:57:44 +1100 Subject: [PATCH 26/50] Update README.md Updated paddleocr installation instructions --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c876f9dc..f63a80d2 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ PaddleOCR should be installed using the following instructions. ```shell pip install paddlepaddle -pip install 'git+https://github.com/Unstructured-IO/unstructured.PaddleOCR@feat/installation#egg=paddleocr' +pip install 'git+https://github.com/Unstructured-IO/unstructured.PaddleOCR' ``` ### Repository From e118a2a763173b2ba7a9422f6d46876ce9e8ad4e Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 21:19:42 +0000 Subject: [PATCH 27/50] Remove unused functions --- .../models/table_postprocess.py | 396 +----------------- 1 file changed, 3 insertions(+), 393 deletions(-) diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py index 7dac4655..73444457 100644 --- a/unstructured_inference/models/table_postprocess.py +++ b/unstructured_inference/models/table_postprocess.py @@ -98,138 +98,6 @@ def apply_class_thresholds(bboxes, labels, scores, class_names, class_thresholds return bboxes, scores, labels -def iou(bbox1, bbox2): - """ - Compute the intersection-over-union of two bounding boxes. - """ - intersection = Rect(bbox1).intersect(bbox2) - union = Rect(bbox1).include_rect(bbox2) - - union_area = union.get_area() - if union_area > 0: - return intersection.get_area() / union.get_area() - - return 0 - - -def iob(bbox1, bbox2): - """ - Compute the intersection area over box area, for bbox1. - """ - intersection = Rect(bbox1).intersect(bbox2) - - bbox1_area = Rect(bbox1).get_area() - if bbox1_area > 0: - return intersection.get_area() / bbox1_area - - return 0 - - -def objects_to_cells(table, objects_in_table, tokens_in_table, class_map, class_thresholds): - """ - Process the bounding boxes produced by the table structure recognition model - and the token/word/span bounding boxes into table cells. - - Also return a confidence score based on how well the text was able to be - uniquely slotted into the cells detected by the table model. - """ - - table_structures = objects_to_table_structures( - table, objects_in_table, tokens_in_table, class_map, class_thresholds - ) - - # Check for a valid table - if len(table_structures["columns"]) < 1 or len(table_structures["rows"]) < 1: - cells = [] # None - confidence_score = 0 - else: - cells, confidence_score = table_structure_to_cells( - table_structures, tokens_in_table, table["bbox"] - ) - - return table_structures, cells, confidence_score - - -def objects_to_table_structures( - table_object, objects_in_table, tokens_in_table, class_names, class_thresholds -): - """ - Process the bounding boxes produced by the table structure recognition model into - a *consistent* set of table structures (rows, columns, supercells, headers). - This entails resolving conflicts/overlaps, and ensuring the boxes meet certain alignment - conditions (for example: rows should all have the same width, etc.). - """ - - page_num = table_object["page_num"] - - table_structures = {} - - columns = [obj for obj in objects_in_table if class_names[obj["label"]] == "table column"] - rows = [obj for obj in objects_in_table if class_names[obj["label"]] == "table row"] - headers = [ - obj for obj in objects_in_table if class_names[obj["label"]] == "table column header" - ] - supercells = [ - obj for obj in objects_in_table if class_names[obj["label"]] == "table spanning cell" - ] - for obj in supercells: - obj["subheader"] = False - subheaders = [ - obj for obj in objects_in_table if class_names[obj["label"]] == "table projected row header" - ] - for obj in subheaders: - obj["subheader"] = True - supercells += subheaders - for obj in rows: - obj["header"] = False - for header_obj in headers: - if iob(obj["bbox"], header_obj["bbox"]) >= 0.5: - obj["header"] = True - - for row in rows: - row["page"] = page_num - - for column in columns: - column["page"] = page_num - - # Refine table structures - rows = refine_rows(rows, tokens_in_table, class_thresholds["table row"]) - columns = refine_columns(columns, tokens_in_table, class_thresholds["table column"]) - - # Shrink table bbox to just the total height of the rows - # and the total width of the columns - row_rect = None - for obj in rows: - if row_rect is None: - row_rect = Rect(obj["bbox"]) - else: - row_rect.include_rect(obj["bbox"]) - column_rect = None - for obj in columns: - if column_rect is None: - column_rect = Rect(obj["bbox"]) - else: - column_rect.include_rect(obj["bbox"]) - table_object["row_column_bbox"] = [column_rect[0], row_rect[1], column_rect[2], row_rect[3]] - table_object["bbox"] = table_object["row_column_bbox"] - - # Process the rows and columns into a complete segmented table - columns = align_columns(columns, table_object["row_column_bbox"]) - rows = align_rows(rows, table_object["row_column_bbox"]) - - table_structures["rows"] = rows - table_structures["columns"] = columns - table_structures["headers"] = headers - table_structures["supercells"] = supercells - - if len(rows) > 0 and len(columns) > 1: - table_structures = refine_table_structures( - table_object["bbox"], table_structures, tokens_in_table, class_thresholds - ) - - return table_structures - - def refine_rows(rows, tokens, score_threshold): """ Apply operations to the detected rows, such as @@ -352,11 +220,7 @@ def sort_objects_by_score(objects, reverse=True): """ Put any set of objects in order from high score to low score. """ - if reverse: - sign = -1 - else: - sign = 1 - return sorted(objects, key=lambda k: sign * k["score"]) + return sorted(objects, key=lambda k: k["score"], reverse=reverse) def remove_objects_without_content(page_spans, objects): @@ -409,10 +273,7 @@ def extract_text_from_spans(spans, join_with_space=True, remove_integer_superscr Convert a collection of page tokens/words/spans into a single text string. """ - if join_with_space: - join_char = " " - else: - join_char = "" + join_char = " " if join_with_space else "" spans_copy = spans[:] if remove_integer_superscripts: @@ -506,45 +367,6 @@ def align_rows(rows, bbox): return rows -def refine_table_structures(table_bbox, table_structures, page_spans, class_thresholds): - """ - Apply operations to the detected table structure objects such as - thresholding, NMS, and alignment. - """ - rows = table_structures["rows"] - columns = table_structures["columns"] - - # columns = fill_column_gaps(columns, table_bbox) - # rows = fill_row_gaps(rows, table_bbox) - - # Process the headers - headers = table_structures["headers"] - headers = apply_threshold(headers, class_thresholds["table column header"]) - headers = nms(headers) - headers = align_headers(headers, rows) - - # Process supercells - supercells = [elem for elem in table_structures["supercells"] if not elem["subheader"]] - subheaders = [elem for elem in table_structures["supercells"] if elem["subheader"]] - supercells = apply_threshold(supercells, class_thresholds["table spanning cell"]) - subheaders = apply_threshold(subheaders, class_thresholds["table projected row header"]) - supercells += subheaders - # Align before NMS for supercells because alignment brings them into agreement - # with rows and columns first; if supercells still overlap after this operation, - # the threshold for NMS can basically be lowered to just above 0 - supercells = align_supercells(supercells, rows, columns) - supercells = nms_supercells(supercells) - - header_supercell_tree(supercells) - - table_structures["columns"] = columns - table_structures["rows"] = rows - table_structures["supercells"] = supercells - table_structures["headers"] = headers - - return table_structures - - def nms(objects, match_criteria="object2_overlap", match_threshold=0.05, keep_higher=True): """ A customizable version of non-maxima suppression (NMS). @@ -583,63 +405,13 @@ def nms(objects, match_criteria="object2_overlap", match_threshold=0.05, keep_hi if metric >= match_threshold: suppression[object2_num] = True break - except Exception: + except ZeroDivisionError: # Intended to recover from divide-by-zero pass return [obj for idx, obj in enumerate(objects) if not suppression[idx]] -def align_headers(headers, rows): - """ - Adjust the header boundary to be the convex hull of the rows it intersects - at least 50% of the height of. - - For now, we are not supporting tables with multiple headers, so we need to - eliminate anything besides the top-most header. - """ - - aligned_headers = [] - - for row in rows: - row["header"] = False - - header_row_nums = [] - for header in headers: - for row_num, row in enumerate(rows): - row_height = row["bbox"][3] - row["bbox"][1] - min_row_overlap = max(row["bbox"][1], header["bbox"][1]) - max_row_overlap = min(row["bbox"][3], header["bbox"][3]) - overlap_height = max_row_overlap - min_row_overlap - if overlap_height / row_height >= 0.5: - header_row_nums.append(row_num) - - if len(header_row_nums) == 0: - return aligned_headers - - header_rect = Rect() - if header_row_nums[0] > 0: - header_row_nums = list(range(header_row_nums[0] + 1)) + header_row_nums - - last_row_num = -1 - for row_num in header_row_nums: - if row_num == last_row_num + 1: - row = rows[row_num] - row["header"] = True - header_rect = header_rect.include_rect(row["bbox"]) - last_row_num = row_num - else: - # Break as soon as a non-header row is encountered. - # This ignores any subsequent rows in the table labeled as a header. - # Having more than 1 header is not supported currently. - break - - header = {"bbox": list(header_rect)} - aligned_headers.append(header) - - return aligned_headers - - def align_supercells(supercells, rows, columns): """ For each supercell, align it to the rows it intersects 50% of the height of, @@ -809,168 +581,6 @@ def header_supercell_tree(supercells): break -def table_structure_to_cells(table_structures, table_spans, table_bbox): - """ - Assuming the row, column, supercell, and header bounding boxes have - been refined into a set of consistent table structures, process these - table structures into table cells. This is a universal representation - format for the table, which can later be exported to Pandas or CSV formats. - Classify the cells as header/access cells or data cells - based on if they intersect with the header bounding box. - """ - columns = table_structures["columns"] - rows = table_structures["rows"] - supercells = table_structures["supercells"] - cells = [] - subcells = [] - - # Identify complete cells and subcells - for column_num, column in enumerate(columns): - for row_num, row in enumerate(rows): - column_rect = Rect(list(column["bbox"])) - row_rect = Rect(list(row["bbox"])) - cell_rect = row_rect.intersect(column_rect) - header = "header" in row and row["header"] - cell = { - "bbox": list(cell_rect), - "column_nums": [column_num], - "row_nums": [row_num], - "header": header, - } - - cell["subcell"] = False - for supercell in supercells: - supercell_rect = Rect(list(supercell["bbox"])) - if (supercell_rect.intersect(cell_rect).get_area() / cell_rect.get_area()) > 0.5: - cell["subcell"] = True - break - - if cell["subcell"]: - subcells.append(cell) - else: - # cell_text = extract_text_inside_bbox(table_spans, cell['bbox']) - # cell['cell_text'] = cell_text - cell["subheader"] = False - cells.append(cell) - - for supercell in supercells: - supercell_rect = Rect(list(supercell["bbox"])) - cell_columns = set() - cell_rows = set() - cell_rect = None - header = True - for subcell in subcells: - subcell_rect = Rect(list(subcell["bbox"])) - subcell_rect_area = subcell_rect.get_area() - if (subcell_rect.intersect(supercell_rect).get_area() / subcell_rect_area) > 0.5: - if cell_rect is None: - cell_rect = Rect(list(subcell["bbox"])) - else: - cell_rect.include_rect(Rect(list(subcell["bbox"]))) - cell_rows = cell_rows.union(set(subcell["row_nums"])) - cell_columns = cell_columns.union(set(subcell["column_nums"])) - # By convention here, all subcells must be classified - # as header cells for a supercell to be classified as a header cell; - # otherwise, this could lead to a non-rectangular header region - header = header and "header" in subcell and subcell["header"] - if len(cell_rows) > 0 and len(cell_columns) > 0: - cell = { - "bbox": list(cell_rect), - "column_nums": list(cell_columns), - "row_nums": list(cell_rows), - "header": header, - "subheader": supercell["subheader"], - } - cells.append(cell) - - # Compute a confidence score based on how well the page tokens - # slot into the cells reported by the model - _, _, cell_match_scores = slot_into_containers(cells, table_spans) - try: - mean_match_score = sum(cell_match_scores) / len(cell_match_scores) - min_match_score = min(cell_match_scores) - confidence_score = (mean_match_score + min_match_score) / 2 - except ZeroDivisionError: - confidence_score = 0 - - # Dilate rows and columns before final extraction - # dilated_columns = fill_column_gaps(columns, table_bbox) - dilated_columns = columns - # dilated_rows = fill_row_gaps(rows, table_bbox) - dilated_rows = rows - for cell in cells: - column_rect = Rect() - for column_num in cell["column_nums"]: - column_rect.include_rect(list(dilated_columns[column_num]["bbox"])) - row_rect = Rect() - for row_num in cell["row_nums"]: - row_rect.include_rect(list(dilated_rows[row_num]["bbox"])) - cell_rect = column_rect.intersect(row_rect) - cell["bbox"] = list(cell_rect) - - span_nums_by_cell, _, _ = slot_into_containers( - cells, table_spans, overlap_threshold=0.001, unique_assignment=True, forced_assignment=False - ) - - for cell, cell_span_nums in zip(cells, span_nums_by_cell): - cell_spans = [table_spans[num] for num in cell_span_nums] - # TODO: Refine how text is extracted; should be character-based, not span-based; - # but need to associate - cell["cell_text"] = extract_text_from_spans(cell_spans, remove_integer_superscripts=False) - cell["spans"] = cell_spans - - # Adjust the row, column, and cell bounding boxes to reflect the extracted text - num_rows = len(rows) - rows = sort_objects_top_to_bottom(rows) - num_columns = len(columns) - columns = sort_objects_left_to_right(columns) - min_y_values_by_row = defaultdict(list) - max_y_values_by_row = defaultdict(list) - min_x_values_by_column = defaultdict(list) - max_x_values_by_column = defaultdict(list) - for cell in cells: - min_row = min(cell["row_nums"]) - max_row = max(cell["row_nums"]) - min_column = min(cell["column_nums"]) - max_column = max(cell["column_nums"]) - for span in cell["spans"]: - min_x_values_by_column[min_column].append(span["bbox"][0]) - min_y_values_by_row[min_row].append(span["bbox"][1]) - max_x_values_by_column[max_column].append(span["bbox"][2]) - max_y_values_by_row[max_row].append(span["bbox"][3]) - for row_num, row in enumerate(rows): - if len(min_x_values_by_column[0]) > 0: - row["bbox"][0] = min(min_x_values_by_column[0]) - if len(min_y_values_by_row[row_num]) > 0: - row["bbox"][1] = min(min_y_values_by_row[row_num]) - if len(max_x_values_by_column[num_columns - 1]) > 0: - row["bbox"][2] = max(max_x_values_by_column[num_columns - 1]) - if len(max_y_values_by_row[row_num]) > 0: - row["bbox"][3] = max(max_y_values_by_row[row_num]) - for column_num, column in enumerate(columns): - if len(min_x_values_by_column[column_num]) > 0: - column["bbox"][0] = min(min_x_values_by_column[column_num]) - if len(min_y_values_by_row[0]) > 0: - column["bbox"][1] = min(min_y_values_by_row[0]) - if len(max_x_values_by_column[column_num]) > 0: - column["bbox"][2] = max(max_x_values_by_column[column_num]) - if len(max_y_values_by_row[num_rows - 1]) > 0: - column["bbox"][3] = max(max_y_values_by_row[num_rows - 1]) - for cell in cells: - row_rect = Rect() - column_rect = Rect() - for row_num in cell["row_nums"]: - row_rect.include_rect(list(rows[row_num]["bbox"])) - for column_num in cell["column_nums"]: - column_rect.include_rect(list(columns[column_num]["bbox"])) - cell_rect = row_rect.intersect(column_rect) - if cell_rect.get_area() > 0: - cell["bbox"] = list(cell_rect) - pass - - return cells, confidence_score - - def remove_supercell_overlap(supercell1, supercell2): """ This function resolves overlap between supercells (supercells must be From ec1fddb998ae686ee05ffa2cd415c010e88bcfed Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Tue, 28 Mar 2023 09:15:01 +1100 Subject: [PATCH 28/50] New image for table testing --- sample-docs/example_table.jpg | Bin 0 -> 548766 bytes sample-docs/example_table.png | Bin 367658 -> 0 bytes .../models/test_tables.py | 4 +++- 3 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 sample-docs/example_table.jpg delete mode 100644 sample-docs/example_table.png diff --git a/sample-docs/example_table.jpg b/sample-docs/example_table.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c17ce7bfb680ce551fccf7e70d12f62403d71af8 GIT binary patch literal 548766 zcmeFZcQl;cyFWZBL`fq^5Ck*25u-Cmlwn36j82rn=)H?45z&d!qDL8{3x*LTQj~}m 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PIL import Image table_model.initialize(model=model_path) - img = Image.open("./sample-docs/example_table.png").convert("RGB") + img = Image.open("./sample-docs/example_table.jpg").convert("RGB") prediction = table_model.predict(img) assert prediction == sample_table_transcript + + From 5cef5165188a4d65867d48bb8f73c4c0cb724103 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 22:17:08 +0000 Subject: [PATCH 29/50] Remove non-unique assignment case --- unstructured_inference/models/table_postprocess.py | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py index 73444457..64e85fac 100644 --- a/unstructured_inference/models/table_postprocess.py +++ b/unstructured_inference/models/table_postprocess.py @@ -146,7 +146,6 @@ def nms_by_containment(container_objects, package_objects, overlap_threshold=0.5 container_objects, package_objects, overlap_threshold=overlap_threshold, - unique_assignment=True, forced_assignment=False, ) @@ -168,7 +167,6 @@ def slot_into_containers( container_objects, package_objects, overlap_threshold=0.5, - unique_assignment=True, forced_assignment=False, ): """ @@ -205,14 +203,6 @@ def slot_into_containers( container_assignments[best_match_score["container_num"]].append(package_num) package_assignments[package_num].append(best_match_score["container_num"]) - if not unique_assignment: # slot package into all eligible slots - for match_score in sorted_match_scores[1:]: - if match_score["score"] >= overlap_threshold: - container_assignments[match_score["container_num"]].append(package_num) - package_assignments[package_num].append(match_score["container_num"]) - else: - break - return container_assignments, package_assignments, best_match_scores From c934bd9a3c8fb3565d537f77600cf069a14f678c Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 22:22:56 +0000 Subject: [PATCH 30/50] Correct slot_into_contains arguments --- unstructured_inference/models/tables.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/unstructured_inference/models/tables.py b/unstructured_inference/models/tables.py index 7409a4f1..c90c359d 100644 --- a/unstructured_inference/models/tables.py +++ b/unstructured_inference/models/tables.py @@ -521,7 +521,7 @@ def structure_to_cells(table_structure, tokens): cell["bbox"] = cell_rect.get_bbox() span_nums_by_cell, _, _ = postprocess.slot_into_containers( - cells, tokens, overlap_threshold=0.001, unique_assignment=True, forced_assignment=False + cells, tokens, overlap_threshold=0.001, forced_assignment=False ) for cell, cell_span_nums in zip(cells, span_nums_by_cell): From b9f97d6fa7491b21d96f2da04fb4a40ab35b3b04 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Tue, 28 Mar 2023 10:01:21 +1100 Subject: [PATCH 31/50] Test for nms --- test_unstructured_inference/models/test_tables.py | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index 3609a2a9..d21ea3da 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -1,6 +1,7 @@ import platform import pytest import unstructured_inference.models.tables as tables +import unstructured_inference.models.table_postprocess as postprocess from transformers.models.table_transformer.modeling_table_transformer import TableTransformerDecoder @@ -64,6 +65,17 @@ def sample_table_transcript(): ) return out +@pytest.mark.parametrize( + "input_test, output_test", + [ + ([{'label': 'table column header', 'score': 0.9349299073219299, 'bbox': [47.83147430419922, 116.8877944946289, 2557.79296875, 216.98883056640625]}, + {'label': 'table column header', 'score': 0.934, 'bbox': [47.83147430419922, 116.8877944946289, 2557.79296875, 216.98883056640625]}], [{'label': 'table column header', 'score': 0.9349299073219299, 'bbox': [47.83147430419922, 116.8877944946289, 2557.79296875, 216.98883056640625]}]), + ], +) +def test_nms(input_test, output_test): + output = postprocess.nms(input_test) + + assert output == output_test @pytest.mark.parametrize( "model_path", @@ -78,6 +90,5 @@ def test_table_prediction(model_path, sample_table_transcript): table_model.initialize(model=model_path) img = Image.open("./sample-docs/example_table.jpg").convert("RGB") prediction = table_model.predict(img) - assert prediction == sample_table_transcript - + assert prediction == sample_table_transcript From 740902121ffccb4260c805cddf9fff9fd234d82e Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 23:02:33 +0000 Subject: [PATCH 32/50] update fixtures --- .../models/test_tables.py | 142 +++++++++++++----- 1 file changed, 106 insertions(+), 36 deletions(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index 3609a2a9..a0a65763 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -1,9 +1,12 @@ import platform import pytest -import unstructured_inference.models.tables as tables +from unittest.mock import patch from transformers.models.table_transformer.modeling_table_transformer import TableTransformerDecoder +import unstructured_inference.models.tables as tables +from unstructured_inference.models.table_postprocess import Rect + @pytest.mark.parametrize( "model_path", @@ -31,53 +34,120 @@ def test_load_donut_model(model_path): @pytest.fixture -def sample_table_transcript(): - if platform.machine() == "x86_64": +def sample_table_transcript(platform_type): + if platform_type == "x86_64": out = ( - "" - "" - "" - "" - "" - "" - "" - "" - "" - "" - "" - "
Batch SizeTorch-FP16FT-FP16FT-INT8FT-INT4Torch-FP16FT-FP16FT-INT8FT-INT4
11638840140014351361361
87015941639166265145315071518
20150302531783247139257127192803
32214400842644379202296031373239
64379537157065935349433345784746
96485668971017483440506253845605
" + '<" + 'td colspan="2" rowspan="2">This EXAMPLE event includes services like: Primary care ' + "physician office visits (including disease education) Diagnostic tests (blood work) " + 'Prescription drugs Durable medical equipment (glucose meter)<" + 'td>The total Joe would pay is
About these Coverage Examples:
' + 'This is not a cost estimator. Treatments shown are just examples ' + "of how this plan might cover medical care. Your actual costs will be different " + "depending on the actual care you receive, the prices your providers charge, and many " + "other factors. Focus on the cost sharing amounts (deductibles, copayments and " + "coinsurance) and excluded services under the plan. Use this information to compare " + "the portion of costs you might pay under different health plans. Please note these " + 'coverage examples are based on self-only coverage
' + "Peg is Having a Baby (9 months of in-network pre-natal care and a hospital delivery)Managing Joe's type 2 Diabetes (a year of routine in-network care of a well- " + 'controlled condition)Mia\'s Simple Fracture (in-network ' + 'emergency room visit and follow up care)
The plan\'s ' + "overall deductible $750 Specialist copayment $50 Hospital (facility) coinsurance 10" + "% Other coinsurance 10%The plan's overall deductible Specialist copayment " + r"Hospital (facility) coinsurance Other coinsurance$750 $50 10% 10%" + "The plan's overall deductible Specialist copayment Hospital (facility) coinsurance " + r'Other coinsurance$750 $50 10% 10%
' + "This EXAMPLE event includes services like: Specialist office visits (prenatal care) " + "Childbirth/Delivery Professional Services Childbirth/Delivery Facility ServicesThis EXAMPLE event includes services like: Emergency room care (including ' + "medical Diagnostic test (x-ray) Durable medical equipment (crutches) Rehabilitation " + 'services (physical therapy)
Diagnostic tests (' + "ultrasounds and blood work) Specialist visit (anesthesia)
Total " + "Example Cost$12,700Total Example Cost$5,600Total " + 'Example Cost$2,800
In this example, Peg would ' + 'pay:In this example, Joe would pay:In this example, Mia ' + 'would pay:
Cost SharingCost SharingCost Sharing
Deductibles$750" + "Deductibles$120Deductibles$750
Copayments" + '$30Copayments$700' + 'Copayments $400 Coinsurance $30
Coinsurance $' + "1,200 What isn't coveredCoinsurance$0
What isn't " + "coveredWhat isn't covered
Limits or " + "exclusions$20Limits or exclusions$20Limits or " + "exclusions$0
The total Peg would pay is$2,000$840The total Mia would ' + "pay is $1,180
Plan Name: NVIDIA PPO PlanPIan ID: 14603022The plan would be responsible for the other costs of these EXAMPLE covered " + "servicesPage 8 of 8
" ) else: out = ( - "" - "" - "" - "" - "" - "" - "" - "" - "" - "" - "" - "
Batch Sizeoch-FP16FT-FP16FT-INT8FIINT4Torch-FP16FI-FP16FI-INT8FT-INT4
16388401400| 14351361361
:7015941639-'si(«i«éd66_—~«d|'—C(C;*é«CS14531507~—«1518
201503025«3178~—s3247:«|:~Ss«13925712719 +~—-2803
32214400842644379| 20229603137.3239
64379537157065935| 349433345784746
96A85668971017483| 4405062.Ss«5384.—Ssis«é5605
" + '<' + 'tr>
About these Coverage Examples:
' + "This is not a cost depending on the (deductibles, pay under differentestimator. |reatments shown are just examples of how this plan might ' + "cover medical care. Your actual costs will be different actual care you receive, the " + "prices your providers charge, and many other factors. Focus on the cost sharing " + "amounts copayments and coinsurance) and excluded services under the plan. Use this " + "information to compare the portion of costs you might health plans. Please note these " + 'coverage examples are based on self-only coverage.
' + "Peg is Having a Baby (9 months of in-network pre-natal care and a hospital delivery)Managing Joe's type 2 (a year of routine in-network care controlled conaition" + ')Diabetes of a well-Mia\'s Simple Fracture (in-network ' + 'emergency room visit and follow up care)
= The plan' + "'s overall deductible $750 = Specialist copayment $50 = Hospital (facility) " + "coinsurance 10% = Other coinsurance 10%= The plan's overall deductible = " + "Specialist copayment = Hospital (facility) coinsurance = Other coinsurance$" + r"750 $50 10% 10%= The plan's overall deductible = Specialist copayment = " + r"Hospital (facility) coinsurance = Other coinsurance$750 $50 10% 10%
This EXAMPLE event includes services like: ' + "specialist office visits (prenatal care) Childbirth/Delivery Professional Services " + 'Childbirth/Delivery Facility ServicesThis EXAMPLE ' + "event includes services like: Primary care physician office visits (including aisease " + "education) Diagnostic tests (b/ood work) Prescription drugs Durable medical equipment " + '(/g/ucose meter)This EXAMPLE event includes services ' + "like: Emergency room care (including meaical suoplies) Diagnostic test (x-ray) " + "Durable medical equipment (crutches) Rehabilitation services (o/hysical therapy)
Diagnostic tests (u/trasounas and blood work) specialist ' + "visit (anesthesia)
Total Example Cost| $12,700" + "Total Example Cost |$5,600Total Example Cost| $2,800
In this example, Peg would pay:In this example, Joe ' + 'would pay:In this example, Mia would pay:
Cost ' + 'SharingCost SharingCost Sharing
Deductibles$/50Deductibles$120" + "Deductibles$/50
Copayments$30Copayments$/00Copayments $400 Coinsurance $30
Coinsurance $1,200 What isn t covered' + "Coinsurance
What isnt coveredWhat isnt " + "covered
Limits or exclusions$20Limits or " + "exclusions |$20Limits or exclusions
The " + "total Peg would pay is$2,000The total Joe would pay is9840" + 'The total Mia would pay is $1,180
Plan Name: ' + "NVIDIA PPO PlanThe plan would Plan ID: 14603022be responsible for " + "the other costs of theseEXAMPLEcovered services.Page 8 of 8" + "
" ) return out @pytest.mark.parametrize( - "model_path", + ("model_path", "platform_type"), [ - "microsoft/table-transformer-structure-recognition", + ("microsoft/table-transformer-structure-recognition", "arm64"), + ("microsoft/table-transformer-structure-recognition", "x86_64"), ], ) -def test_table_prediction(model_path, sample_table_transcript): - table_model = tables.UnstructuredTableTransformerModel() - from PIL import Image +def test_table_prediction(model_path, sample_table_transcript, platform_type): + with patch("platform.machine", return_value=platform_type): + table_model = tables.UnstructuredTableTransformerModel() + from PIL import Image - table_model.initialize(model=model_path) - img = Image.open("./sample-docs/example_table.jpg").convert("RGB") - prediction = table_model.predict(img) - assert prediction == sample_table_transcript + table_model.initialize(model=model_path) + img = Image.open("./sample-docs/example_table.jpg").convert("RGB") + prediction = table_model.predict(img) + assert prediction == sample_table_transcript +def test_intersect(): + a = Rect() + b = Rect([1, 2, 3, 4]) + assert a.intersect(b).get_area() == 4.0 From 731e9a44a5684e5801e7267e4eec52eb01368af7 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Tue, 28 Mar 2023 10:04:33 +1100 Subject: [PATCH 33/50] Added test for nms --- test_unstructured_inference/models/test_tables.py | 5 ----- 1 file changed, 5 deletions(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index 1926c039..4ff13bd8 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -1,11 +1,6 @@ import platform import pytest -<<<<<<< HEAD -import unstructured_inference.models.tables as tables -import unstructured_inference.models.table_postprocess as postprocess -======= from unittest.mock import patch ->>>>>>> 740902121ffccb4260c805cddf9fff9fd234d82e from transformers.models.table_transformer.modeling_table_transformer import TableTransformerDecoder From 7023da0bed5556149936e62acda2b9dc467007e5 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 23:14:56 +0000 Subject: [PATCH 34/50] fix for disable table extraction by default --- unstructured_inference/inference/layout.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/unstructured_inference/inference/layout.py b/unstructured_inference/inference/layout.py index c59a015c..297c7cdf 100644 --- a/unstructured_inference/inference/layout.py +++ b/unstructured_inference/inference/layout.py @@ -179,10 +179,18 @@ def from_image( model: Optional[UnstructuredModel] = None, layout: Optional[List[TextRegion]] = None, ocr_strategy: str = "auto", + extract_tables: bool = False, fixed_layout: Optional[List[TextRegion]] = None, ): """Creates a PageLayout from an already-loaded PIL Image.""" - page = cls(number=0, image=image, layout=layout, model=model, ocr_strategy=ocr_strategy) + page = cls( + number=0, + image=image, + layout=layout, + model=model, + ocr_strategy=ocr_strategy, + extract_tables=extract_tables, + ) if fixed_layout is None: page.get_elements() else: From 33b1c882c378235ef9ca3c80a1827581026c6d38 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Mon, 27 Mar 2023 23:30:36 +0000 Subject: [PATCH 35/50] Revised test --- test_unstructured_inference/models/test_tables.py | 1 + 1 file changed, 1 insertion(+) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index 4ff13bd8..d7b52d3d 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -5,6 +5,7 @@ from transformers.models.table_transformer.modeling_table_transformer import TableTransformerDecoder import unstructured_inference.models.tables as tables +import unstructured_inference.models.table_postprocess as postprocess from unstructured_inference.models.table_postprocess import Rect From b08322e877d54e818ad4adf94a794ff70149fdc3 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 23:53:28 +0000 Subject: [PATCH 36/50] Update old tests --- test_unstructured_inference/inference/test_layout.py | 3 ++- test_unstructured_inference/models/test_yolox.py | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/test_unstructured_inference/inference/test_layout.py b/test_unstructured_inference/inference/test_layout.py index 6e322a39..4b4b4d7f 100644 --- a/test_unstructured_inference/inference/test_layout.py +++ b/test_unstructured_inference/inference/test_layout.py @@ -186,11 +186,12 @@ def points(self): class MockPageLayout(layout.PageLayout): - def __init__(self, layout=None, model=None, ocr_strategy="auto"): + def __init__(self, layout=None, model=None, ocr_strategy="auto", extract_tables=False): self.image = None self.layout = layout self.model = model self.ocr_strategy = ocr_strategy + self.extract_tables = extract_tables def ocr(self, text_block: MockTextRegion): return text_block.ocr_text diff --git a/test_unstructured_inference/models/test_yolox.py b/test_unstructured_inference/models/test_yolox.py index f0adfdcb..b03565d0 100644 --- a/test_unstructured_inference/models/test_yolox.py +++ b/test_unstructured_inference/models/test_yolox.py @@ -22,7 +22,7 @@ def test_layout_yolox_local_parsing_pdf(): filename = os.path.join("sample-docs", "loremipsum.pdf") document_layout = process_file_with_model(filename, model_name="yolox") content = str(document_layout) - assert "Lorem ipsum" in content + assert "libero fringilla" in content assert len(document_layout.pages) == 1 # NOTE(benjamin) The example sent to the test contains 5 detections assert len(document_layout.pages[0].elements) == 5 From bd017c828393d54e4c89523241c5b76ecf20bf28 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Mon, 27 Mar 2023 23:54:24 +0000 Subject: [PATCH 37/50] reuse postprocess --- .../models/test_tables.py | 45 ++++++++++++++++--- 1 file changed, 40 insertions(+), 5 deletions(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index d7b52d3d..cec05cfe 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -6,7 +6,6 @@ import unstructured_inference.models.tables as tables import unstructured_inference.models.table_postprocess as postprocess -from unstructured_inference.models.table_postprocess import Rect @pytest.mark.parametrize( @@ -129,11 +128,46 @@ def sample_table_transcript(platform_type): ) return out + @pytest.mark.parametrize( "input_test, output_test", [ - ([{'label': 'table column header', 'score': 0.9349299073219299, 'bbox': [47.83147430419922, 116.8877944946289, 2557.79296875, 216.98883056640625]}, - {'label': 'table column header', 'score': 0.934, 'bbox': [47.83147430419922, 116.8877944946289, 2557.79296875, 216.98883056640625]}], [{'label': 'table column header', 'score': 0.9349299073219299, 'bbox': [47.83147430419922, 116.8877944946289, 2557.79296875, 216.98883056640625]}]), + ( + [ + { + "label": "table column header", + "score": 0.9349299073219299, + "bbox": [ + 47.83147430419922, + 116.8877944946289, + 2557.79296875, + 216.98883056640625, + ], + }, + { + "label": "table column header", + "score": 0.934, + "bbox": [ + 47.83147430419922, + 116.8877944946289, + 2557.79296875, + 216.98883056640625, + ], + }, + ], + [ + { + "label": "table column header", + "score": 0.9349299073219299, + "bbox": [ + 47.83147430419922, + 116.8877944946289, + 2557.79296875, + 216.98883056640625, + ], + } + ], + ), ], ) def test_nms(input_test, output_test): @@ -141,6 +175,7 @@ def test_nms(input_test, output_test): assert output == output_test + @pytest.mark.parametrize( ("model_path", "platform_type"), [ @@ -160,6 +195,6 @@ def test_table_prediction(model_path, sample_table_transcript, platform_type): def test_intersect(): - a = Rect() - b = Rect([1, 2, 3, 4]) + a = postprocess.Rect() + b = postprocess.Rect([1, 2, 3, 4]) assert a.intersect(b).get_area() == 4.0 From 779c46189c528274e943e9ca6d4c117533eb0d59 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Tue, 28 Mar 2023 00:55:21 +0000 Subject: [PATCH 38/50] Additional tests --- .../models/test_tables.py | 115 ++++++++++++++++++ .../models/table_postprocess.py | 17 +-- 2 files changed, 117 insertions(+), 15 deletions(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index cec05cfe..ea00ca4b 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -168,6 +168,7 @@ def sample_table_transcript(platform_type): } ], ), + ([], []), ], ) def test_nms(input_test, output_test): @@ -176,6 +177,120 @@ def test_nms(input_test, output_test): assert output == output_test +@pytest.mark.parametrize( + "supercell1, supercell2", + [ + ( + { + "label": "table spanning cell", + "score": 0.526617169380188, + "bbox": [1446.2801513671875, 1023.817138671875, 2114.3525390625, 1099.20166015625], + "projected row header": False, + "header": False, + "row_numbers": [3, 4], + "column_numbers": [0, 4], + }, + { + "label": "table spanning cell", + "score": 0.5199193954467773, + "bbox": [ + 98.92312622070312, + 676.1566772460938, + 751.0982666015625, + 938.5986938476562, + ], + "projected row header": False, + "header": False, + "row_numbers": [3, 4, 6], + "column_numbers": [0, 4], + }, + ), + ( + { + "label": "table spanning cell", + "score": 0.526617169380188, + "bbox": [1446.2801513671875, 1023.817138671875, 2114.3525390625, 1099.20166015625], + "projected row header": False, + "header": False, + "row_numbers": [3, 4], + "column_numbers": [0, 4], + }, + { + "label": "table spanning cell", + "score": 0.5199193954467773, + "bbox": [ + 98.92312622070312, + 676.1566772460938, + 751.0982666015625, + 938.5986938476562, + ], + "projected row header": False, + "header": False, + "row_numbers": [4], + "column_numbers": [0, 4, 6], + }, + ), + ( + { + "label": "table spanning cell", + "score": 0.526617169380188, + "bbox": [1446.2801513671875, 1023.817138671875, 2114.3525390625, 1099.20166015625], + "projected row header": False, + "header": False, + "row_numbers": [3, 4], + "column_numbers": [1, 4], + }, + { + "label": "table spanning cell", + "score": 0.5199193954467773, + "bbox": [ + 98.92312622070312, + 676.1566772460938, + 751.0982666015625, + 938.5986938476562, + ], + "projected row header": False, + "header": False, + "row_numbers": [4], + "column_numbers": [0, 4, 6], + }, + ), + ( + { + "label": "table spanning cell", + "score": 0.526617169380188, + "bbox": [1446.2801513671875, 1023.817138671875, 2114.3525390625, 1099.20166015625], + "projected row header": False, + "header": False, + "row_numbers": [3, 4], + "column_numbers": [1, 4], + }, + { + "label": "table spanning cell", + "score": 0.5199193954467773, + "bbox": [ + 98.92312622070312, + 676.1566772460938, + 751.0982666015625, + 938.5986938476562, + ], + "projected row header": False, + "header": False, + "row_numbers": [2, 4, 5, 6, 7, 8], + "column_numbers": [0, 4, 6], + }, + ), + ], +) +def test_remove_supercell_overlap(supercell1, supercell2): + postprocess.remove_supercell_overlap(supercell1, supercell2) + + +@pytest.mark.parametrize("rows, bbox, output", [([1.0], [0.0], [1.0])]) +def test_align_rows(rows, bbox, output): + assert postprocess.align_rows(rows, bbox) == output + + @pytest.mark.parametrize( ("model_path", "platform_type"), [ diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py index 64e85fac..1fe391a1 100644 --- a/unstructured_inference/models/table_postprocess.py +++ b/unstructured_inference/models/table_postprocess.py @@ -272,7 +272,7 @@ def extract_text_from_spans(spans, join_with_space=True, remove_integer_superscr continue flags = span["flags"] if flags & 2**0: # superscript flag - if is_int(span["text"]): + if span["text"].strip().isdigit(): spans_copy.remove(span) else: span["superscript"] = True @@ -589,7 +589,7 @@ def remove_supercell_overlap(supercell1, supercell2): common_columns = set(supercell1["column_numbers"]).intersection( set(supercell2["column_numbers"]) ) - + print(supercell1, supercell2) # While the supercells have overlapping grid cells, continue shrinking the less-confident # supercell one row or one column at a time while len(common_rows) > 0 and len(common_columns) > 0: @@ -621,16 +621,3 @@ def remove_supercell_overlap(supercell1, supercell2): else: supercell2["row_numbers"] = [] common_rows = set() - - -def is_int(text: str): - """Determines whether text is string representation of an integer.""" - text = text.strip() - if not text: - return False - if len(text) == 1: - return 48 <= ord(text[0]) <= 57 - else: - ((49 <= ord(text[0]) <= 57) or (text[0] == "-")) and all( - 48 <= ord(chr) <= 57 for chr in text[1:] - ) From 666b634832a26d31f149991e09c40546a1fb3840 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Tue, 28 Mar 2023 01:00:12 +0000 Subject: [PATCH 39/50] More rect tests, extract_text_from_spans --- .../models/test_tables.py | 112 ++++++++++++++++++ 1 file changed, 112 insertions(+) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index cec05cfe..631d3aa5 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -198,3 +198,115 @@ def test_intersect(): a = postprocess.Rect() b = postprocess.Rect([1, 2, 3, 4]) assert a.intersect(b).get_area() == 4.0 + + +def test_include_rect(): + a = postprocess.Rect() + assert a.include_rect([1, 2, 3, 4]).get_area() == 4.0 + + +@pytest.mark.parametrize( + ("spans", "join_with_space", "expected"), + [ + ( + [ + { + "flags": 2**0, + "text": "5", + "superscript": False, + "span_num": 0, + "line_num": 0, + "block_num": 0, + } + ], + True, + "", + ), + ( + [ + { + "flags": 2**0, + "text": "p", + "superscript": False, + "span_num": 0, + "line_num": 0, + "block_num": 0, + } + ], + True, + "p", + ), + ( + [ + { + "flags": 2**0, + "text": "p", + "superscript": False, + "span_num": 0, + "line_num": 0, + "block_num": 0, + }, + { + "flags": 2**0, + "text": "p", + "superscript": False, + "span_num": 0, + "line_num": 0, + "block_num": 0, + }, + ], + True, + "p p", + ), + ( + [ + { + "flags": 2**0, + "text": "p", + "superscript": False, + "span_num": 0, + "line_num": 0, + "block_num": 0, + }, + { + "flags": 2**0, + "text": "p", + "superscript": False, + "span_num": 0, + "line_num": 0, + "block_num": 1, + }, + ], + True, + "p p", + ), + ( + [ + { + "flags": 2**0, + "text": "p", + "superscript": False, + "span_num": 0, + "line_num": 0, + "block_num": 0, + }, + { + "flags": 2**0, + "text": "p", + "superscript": False, + "span_num": 0, + "line_num": 0, + "block_num": 1, + }, + ], + False, + "p p", + ), + ], +) +def test_extract_text_from_spans(spans, join_with_space, expected): + res = postprocess.extract_text_from_spans( + spans, join_with_space=join_with_space, remove_integer_superscripts=True + ) + print(res) + assert res == expected From 1947715be94decc071328c9db75a23d4d65b2bc0 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Tue, 28 Mar 2023 01:01:18 +0000 Subject: [PATCH 40/50] Remove unused code --- .../models/table_postprocess.py | 42 +++++++++---------- 1 file changed, 21 insertions(+), 21 deletions(-) diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py index 64e85fac..32d29a7f 100644 --- a/unstructured_inference/models/table_postprocess.py +++ b/unstructured_inference/models/table_postprocess.py @@ -60,11 +60,11 @@ def include_rect(self, bbox): self.x_max = max(self.x_max, other.x_max) self.y_max = max(self.y_max, other.y_max) - if self.get_area() == 0: - self.x_min = other.x_min - self.y_min = other.y_min - self.x_max = other.x_max - self.y_max = other.y_max + # if self.get_area() == 0: + # self.x_min = other.x_min + # self.y_min = other.y_min + # self.x_max = other.x_max + # self.y_max = other.y_max return self @@ -80,22 +80,22 @@ def apply_threshold(objects, threshold): return [obj for obj in objects if obj["score"] >= threshold] -def apply_class_thresholds(bboxes, labels, scores, class_names, class_thresholds): - """ - Filter out bounding boxes whose confidence is below the confidence threshold for - its associated class label. - """ - # Apply class-specific thresholds - indices_above_threshold = [ - idx - for idx, (score, label) in enumerate(zip(scores, labels)) - if score >= class_thresholds[class_names[label]] - ] - bboxes = [bboxes[idx] for idx in indices_above_threshold] - scores = [scores[idx] for idx in indices_above_threshold] - labels = [labels[idx] for idx in indices_above_threshold] - - return bboxes, scores, labels +# def apply_class_thresholds(bboxes, labels, scores, class_names, class_thresholds): +# """ +# Filter out bounding boxes whose confidence is below the confidence threshold for +# its associated class label. +# """ +# # Apply class-specific thresholds +# indices_above_threshold = [ +# idx +# for idx, (score, label) in enumerate(zip(scores, labels)) +# if score >= class_thresholds[class_names[label]] +# ] +# bboxes = [bboxes[idx] for idx in indices_above_threshold] +# scores = [scores[idx] for idx in indices_above_threshold] +# labels = [labels[idx] for idx in indices_above_threshold] + +# return bboxes, scores, labels def refine_rows(rows, tokens, score_threshold): From 7ab3c4c5857664ddb20bc2a4d93d75626867ab3a Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Tue, 28 Mar 2023 02:26:28 +0000 Subject: [PATCH 41/50] Align supercells test --- .../models/test_tables.py | 110 ++++++++++++++++++ 1 file changed, 110 insertions(+) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index 7e347984..e0f2063b 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -286,6 +286,116 @@ def test_remove_supercell_overlap(supercell1, supercell2): postprocess.remove_supercell_overlap(supercell1, supercell2) +@pytest.mark.parametrize( + ("supercells", "rows", "columns", "output_test"), + [ + ( + [ + { + "label": "table spanning cell", + "score": 0.9, + "bbox": [ + 98.92312622070312, + 143.11549377441406, + 2115.197265625, + 1238.27587890625, + ], + "projected row header": True, + "header": True, + "span": True, + }, + ], + [ + { + "label": "table row", + "score": 0.9299452900886536, + "bbox": [0, 0, 10, 10], + "column header": True, + "header": True, + }, + { + "label": "table row", + "score": 0.9299452900886536, + "bbox": [ + 98.92312622070312, + 143.11549377441406, + 2114.3525390625, + 193.67681884765625, + ], + "column header": True, + "header": True, + }, + { + "label": "table row", + "score": 0.9299452900886536, + "bbox": [ + 98.92312622070312, + 143.11549377441406, + 2114.3525390625, + 193.67681884765625, + ], + "column header": True, + "header": True, + }, + ], + [ + { + "label": "table column", + "score": 0.9996132254600525, + "bbox": [ + 98.92312622070312, + 143.11549377441406, + 517.6508178710938, + 1616.48779296875, + ], + }, + { + "label": "table column", + "score": 0.9935646653175354, + "bbox": [ + 520.0474853515625, + 143.11549377441406, + 751.0982666015625, + 1616.48779296875, + ], + }, + ], + [ + { + "label": "table spanning cell", + "score": 0.9, + "bbox": [ + 98.92312622070312, + 143.11549377441406, + 751.0982666015625, + 193.67681884765625, + ], + "projected row header": True, + "header": True, + "span": True, + "row_numbers": [1, 2], + "column_numbers": [0, 1], + }, + { + "row_numbers": [0], + "column_numbers": [0, 1], + "score": 0.9, + "propagated": True, + "bbox": [ + 98.92312622070312, + 143.11549377441406, + 751.0982666015625, + 193.67681884765625, + ], + }, + ], + ) + ], +) +def test_align_supercells(supercells, rows, columns, output_test): + assert postprocess.align_supercells(supercells, rows, columns) == output_test + + @pytest.mark.parametrize("rows, bbox, output", [([1.0], [0.0], [1.0])]) def test_align_rows(rows, bbox, output): assert postprocess.align_rows(rows, bbox) == output From 5b9bbb35cca66004b094b50c96a9c2c7bc6db0e3 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Tue, 28 Mar 2023 02:40:12 +0000 Subject: [PATCH 42/50] Updated removal supercell test --- test_unstructured_inference/models/test_tables.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index e0f2063b..7c792cc4 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -283,7 +283,7 @@ def test_nms(input_test, output_test): ], ) def test_remove_supercell_overlap(supercell1, supercell2): - postprocess.remove_supercell_overlap(supercell1, supercell2) + assert postprocess.remove_supercell_overlap(supercell1, supercell2) == None @pytest.mark.parametrize( From af5d73f51c242f6ee8a45012cf846fbee8c7788a Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Tue, 28 Mar 2023 02:54:35 +0000 Subject: [PATCH 43/50] header_supercell_tree test --- .../models/test_tables.py | 35 ++++++++++++++++++- 1 file changed, 34 insertions(+), 1 deletion(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index 7e347984..3fe0bedf 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -423,5 +423,38 @@ def test_extract_text_from_spans(spans, join_with_space, expected): res = postprocess.extract_text_from_spans( spans, join_with_space=join_with_space, remove_integer_superscripts=True ) - print(res) assert res == expected + + +@pytest.mark.parametrize( + ("supercells", "expected_len"), + [ + ([{"header": "hi", "row_numbers": [0, 1, 2], "score": 0.9}], 1), + ( + [ + { + "header": "hi", + "row_numbers": [0], + "column_numbers": [1, 2, 3], + "score": 0.9, + }, + {"header": "hi", "row_numbers": [1], "column_numbers": [1], "score": 0.9}, + {"header": "hi", "row_numbers": [1], "column_numbers": [2], "score": 0.9}, + {"header": "hi", "row_numbers": [1], "column_numbers": [3], "score": 0.9}, + ], + 4, + ), + ( + [ + {"header": "hi", "row_numbers": [0], "column_numbers": [0], "score": 0.9}, + {"header": "hi", "row_numbers": [1], "column_numbers": [0], "score": 0.9}, + {"header": "hi", "row_numbers": [1, 2], "column_numbers": [0], "score": 0.9}, + {"header": "hi", "row_numbers": [3], "column_numbers": [0], "score": 0.9}, + ], + 3, + ), + ], +) +def test_header_supercell_tree(supercells, expected_len): + postprocess.header_supercell_tree(supercells) + assert len(supercells) == expected_len From 2f82b652528d9a83b3e39ef550c0c135178de280 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Tue, 28 Mar 2023 21:10:37 +0000 Subject: [PATCH 44/50] name change to forked paddleocr --- unstructured_inference/models/paddle_ocr.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/unstructured_inference/models/paddle_ocr.py b/unstructured_inference/models/paddle_ocr.py index 3e20b8bc..3fee51e0 100644 --- a/unstructured_inference/models/paddle_ocr.py +++ b/unstructured_inference/models/paddle_ocr.py @@ -1,4 +1,4 @@ -from paddleocr import PaddleOCR +from unstructured_paddleocr import PaddleOCR paddle_ocr: PaddleOCR = None From cf1a946170147139e4bcbdc4a67ad3b8532056de Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Tue, 28 Mar 2023 23:34:14 +0000 Subject: [PATCH 45/50] Updated installation and removel of a print statement --- README.md | 3 +-- unstructured_inference/models/table_postprocess.py | 2 +- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index f63a80d2..571b9588 100644 --- a/README.md +++ b/README.md @@ -42,8 +42,7 @@ It should not be installed under MacOS with Apple Silicon cpu. PaddleOCR should be installed using the following instructions. ```shell -pip install paddlepaddle -pip install 'git+https://github.com/Unstructured-IO/unstructured.PaddleOCR' +pip install "unstructured.PaddleOCR" ``` ### Repository diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py index f237c5a9..3abd0a61 100644 --- a/unstructured_inference/models/table_postprocess.py +++ b/unstructured_inference/models/table_postprocess.py @@ -589,7 +589,7 @@ def remove_supercell_overlap(supercell1, supercell2): common_columns = set(supercell1["column_numbers"]).intersection( set(supercell2["column_numbers"]) ) - print(supercell1, supercell2) + # While the supercells have overlapping grid cells, continue shrinking the less-confident # supercell one row or one column at a time while len(common_rows) > 0 and len(common_columns) > 0: From e71310b05cd10cb6b69cf4a5f303b183b1a92960 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Tue, 28 Mar 2023 23:42:10 +0000 Subject: [PATCH 46/50] tidied file --- unstructured_inference/models/table_postprocess.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/unstructured_inference/models/table_postprocess.py b/unstructured_inference/models/table_postprocess.py index 3abd0a61..67a59a0c 100644 --- a/unstructured_inference/models/table_postprocess.py +++ b/unstructured_inference/models/table_postprocess.py @@ -589,7 +589,7 @@ def remove_supercell_overlap(supercell1, supercell2): common_columns = set(supercell1["column_numbers"]).intersection( set(supercell2["column_numbers"]) ) - + # While the supercells have overlapping grid cells, continue shrinking the less-confident # supercell one row or one column at a time while len(common_rows) > 0 and len(common_columns) > 0: From 32812e4c21592a31a28d80dcfd6e8c6fead45070 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Tue, 28 Mar 2023 23:55:11 +0000 Subject: [PATCH 47/50] Version update --- CHANGELOG.md | 3 ++- unstructured_inference/__version__.py | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index d1add3a2..f6e59d30 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,6 @@ -## 0.2.13-dev0 +## 0.2.13 +* Add table processing * Change OCR logic to be aware of PDF image elements ## 0.2.12 diff --git a/unstructured_inference/__version__.py b/unstructured_inference/__version__.py index b42b08af..53cb2730 100644 --- a/unstructured_inference/__version__.py +++ b/unstructured_inference/__version__.py @@ -1 +1 @@ -__version__ = "0.2.13-dev0" # pragma: no cover +__version__ = "0.2.13" # pragma: no cover From 7f1712ac68bb5b511ff2fd7a0a445bc0572672e8 Mon Sep 17 00:00:00 2001 From: Alan Bertl Date: Wed, 29 Mar 2023 00:05:10 +0000 Subject: [PATCH 48/50] linting --- test_unstructured_inference/models/test_tables.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index f7d1d2bd..68e29cb5 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -1,4 +1,3 @@ -import platform import pytest from unittest.mock import patch @@ -283,7 +282,7 @@ def test_nms(input_test, output_test): ], ) def test_remove_supercell_overlap(supercell1, supercell2): - assert postprocess.remove_supercell_overlap(supercell1, supercell2) == None + assert postprocess.remove_supercell_overlap(supercell1, supercell2) is None @pytest.mark.parametrize( From 4c8d061f0d53a48a7a4b5d53aa3e0f6701f5a598 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Wed, 29 Mar 2023 00:09:35 +0000 Subject: [PATCH 49/50] Updated test --- test_unstructured_inference/models/test_tables.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/test_unstructured_inference/models/test_tables.py b/test_unstructured_inference/models/test_tables.py index f7d1d2bd..68e29cb5 100644 --- a/test_unstructured_inference/models/test_tables.py +++ b/test_unstructured_inference/models/test_tables.py @@ -1,4 +1,3 @@ -import platform import pytest from unittest.mock import patch @@ -283,7 +282,7 @@ def test_nms(input_test, output_test): ], ) def test_remove_supercell_overlap(supercell1, supercell2): - assert postprocess.remove_supercell_overlap(supercell1, supercell2) == None + assert postprocess.remove_supercell_overlap(supercell1, supercell2) is None @pytest.mark.parametrize( From 9fe7b501dfc86ed82fa1d81a988e1949e047f099 Mon Sep 17 00:00:00 2001 From: Antonio Jimeno Yepes Date: Wed, 29 Mar 2023 00:32:11 +0000 Subject: [PATCH 50/50] Changed Makefile --- Makefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Makefile b/Makefile index c846b7d9..3ac85a38 100644 --- a/Makefile +++ b/Makefile @@ -32,7 +32,7 @@ install-detectron2: pip install "detectron2@git+https://github.com/facebookresearch/detectron2.git@78d5b4f335005091fe0364ce4775d711ec93566e" .PHONY: install-paddleocr -install-detectron2: +install-paddleocr: pip install "unstructured.PaddleOCR" .PHONY: install-test