fix: Solving the Grouping Anomaly Issue with Multiple Consecutive Non-Text Blocks

magic_pdf/para/para_split_v3.py

@@ -2,7 +2,7 @@ import copy
 
 from magic_pdf.libs.Constants import LINES_DELETED, CROSS_PAGE
 
-LINE_STOP_FLAG = ('.', '!', '?', '。', '！', '？')
+LINE_STOP_FLAG = ('.', '!', '?', '。', '！', '？', ')', '）', '"', '”', ':', '：', ';', '；')
 
 
 def __process_blocks(blocks):
@@ -15,23 +15,21 @@ def __process_blocks(blocks):
 
         # 如果当前块是 text 类型
         if current_block['type'] == 'text':
-
             current_block["bbox_fs"] = copy.deepcopy(current_block["bbox"])
-            if len(current_block["lines"]) > 0:
+            if 'lines' in current_block and len(current_block["lines"]) > 0:
                 current_block['bbox_fs'] = [min([line['bbox'][0] for line in current_block['lines']]),
                                             min([line['bbox'][1] for line in current_block['lines']]),
                                             max([line['bbox'][2] for line in current_block['lines']]),
                                             max([line['bbox'][3] for line in current_block['lines']])]
-
             current_group.append(current_block)
 
-            # 检查下一个块是否存在
-            if i + 1 < len(blocks):
-                next_block = blocks[i + 1]
-                # 如果下一个块不是 text 类型且是 title 或 interline_equation 类型
-                if next_block['type'] in ['title', 'interline_equation']:
-                    result.append(current_group)
-                    current_group = []
+        # 检查下一个块是否存在
+        if i + 1 < len(blocks):
+            next_block = blocks[i + 1]
+            # 如果下一个块不是 text 类型且是 title 或 interline_equation 类型
+            if next_block['type'] in ['title', 'interline_equation']:
+                result.append(current_group)
+                current_group = []
 
     # 处理最后一个 group
     if current_group:
@@ -93,18 +91,8 @@ def para_split(pdf_info_dict, debug_mode=False):
 
 
 if __name__ == '__main__':
-    input_blocks = [
-        {'type': 'text', 'content': '这是第一段'},
-        {'type': 'text', 'content': '这是第二段'},
-        {'type': 'title', 'content': '这是一个标题'},
-        {'type': 'text', 'content': '这是第三段'},
-        {'type': 'interline_equation', 'content': '这是一个公式'},
-        {'type': 'text', 'content': '这是第四段'},
-        {'type': 'image', 'content': '这是一张图片'},
-        {'type': 'text', 'content': '这是第五段'},
-        {'type': 'table', 'content': '这是一张表格'}
-    ]
-
+    input_blocks = [{'type': 'text', 'bbox': [19, 79, 285, 95], 'lines': [{'bbox': [21.360000610351562, 81.50750732421875, 287.69000244140625, 93.62750244140625], 'spans': [{'bbox': [21.360000610351562, 81.62750244140625, 170.3000030517578, 93.62750244140625], 'content': '嘉和美康（688246）/计算机', 'type': 'text', 'score': 1.0}, {'bbox': [170.3000030517578, 81.62750244140625, 176.3000030517578, 93.62750244140625], 'content': ' ', 'type': 'text', 'score': 1.0}, {'bbox': [181.22000122070312, 81.50750732421875, 281.8052062988281, 93.50750732421875], 'content': '证券研究报告/公司点评', 'type': 'text', 'score': 1.0}, {'bbox': [281.69000244140625, 81.50750732421875, 287.69000244140625, 93.50750732421875], 'content': ' ', 'type': 'text', 'score': 1.0}], 'index': 0}], 'index': 0, 'page_num': 'page_0', 'bbox_fs': [21.360000610351562, 81.50750732421875, 287.69000244140625, 93.62750244140625]}, {'type': 'title', 'bbox': [18, 109, 124, 123], 'lines': [{'bbox': [21.360000610351562, 101.70799255371094, 98.47967529296875, 116.21743774414062], 'spans': [{'bbox': [21.360000610351562, 101.70799255371094, 98.47967529296875, 116.21743774414062], 'content': '[Table_Industry] ', 'type': 'text', 'score': 1.0}], 'index': 1}, {'bbox': [21.1200008392334, 110.3074951171875, 129.5640106201172, 122.3074951171875], 'spans': [{'bbox': [21.1200008392334, 110.3074951171875, 129.5640106201172, 122.3074951171875], 'content': '评级：买入（维持）', 'type': 'text', 'score': 1.0}], 'index': 2}], 'index': 1.5, 'page_num': 'page_0'}, {'type': 'text', 'bbox': [20, 126, 117, 137], 'lines': [{'bbox': [21.1200008392334, 127.40557861328125, 116.18000030517578, 136.40557861328125], 'spans': [{'bbox': [21.1200008392334, 127.40557861328125, 116.18000030517578, 136.40557861328125], 'content': '市场价格：16.62 元/股', 'type': 'text', 'score': 1.0}], 'index': 3}], 'index': 3, 'page_num': 'page_0', 'bbox_fs': [21.1200008392334, 127.40557861328125, 116.18000030517578, 136.40557861328125]}, {'type': 'text', 'bbox': [19, 144, 158, 172], 'lines': [{'bbox': [21.1200008392334, 144.1099853515625, 86.88600158691406, 156.50299072265625], 'spans': [{'bbox': [21.1200008392334, 146.005615234375, 84.33599853515625, 155.005615234375], 'content': '分析师：闻学臣', 'type': 'text', 'score': 1.0}, {'bbox': [84.38400268554688, 144.1099853515625, 86.88600158691406, 156.50299072265625], 'content': ' ', 'type': 'text', 'score': 1.0}], 'index': 4}, {'bbox': [21.1200008392334, 159.7099609375, 157.9219970703125, 172.10296630859375], 'spans': [{'bbox': [21.1200008392334, 161.6055908203125, 84.33599853515625, 170.6055908203125], 'content': '执业证书编号：', 'type': 'text', 'score': 1.0}, {'bbox': [84.50399780273438, 159.7099609375, 155.45095825195312, 172.10296630859375], 'content': 'S0740519090007', 'type': 'text', 'score': 1.0}, {'bbox': [155.4199981689453, 159.7099609375, 157.9219970703125, 172.10296630859375], 'content': ' ', 'type': 'text', 'score': 1.0}], 'index': 5}], 'index': 4.5, 'page_num': 'page_0', 'bbox_fs': [21.1200008392334, 144.1099853515625, 157.9219970703125, 172.10296630859375]}, {'type': 'text', 'bbox': [18, 194, 157, 241], 'lines': [{'bbox': [21.1200008392334, 193.86497497558594, 86.88600158691406, 206.23097229003906], 'spans': [{'bbox': [21.1200008392334, 195.80560302734375, 84.33599853515625, 204.80560302734375], 'content': '分析师：何柄谕', 'type': 'text', 'score': 1.0}, {'bbox': [84.38400268554688, 193.86497497558594, 86.88600158691406, 206.23097229003906], 'content': ' ', 'type': 'text', 'score': 1.0}], 'index': 6}, {'bbox': [21.1200008392334, 211.07000732421875, 157.9219970703125, 223.4630126953125], 'spans': [{'bbox': [21.1200008392334, 212.96563720703125, 84.33599853515625, 221.96563720703125], 'content': '执业证书编号：', 'type': 'text', 'score': 1.0}, {'bbox': [84.50399780273438, 211.07000732421875, 155.44796752929688, 223.4630126953125], 'content': 'S0740519090003', 'type': 'text', 'score': 1.0}, {'bbox': [155.4199981689453, 211.07000732421875, 157.9219970703125, 223.4630126953125], 'content': ' ', 'type': 'text', 'score': 1.0}], 'index': 7}, {'bbox': [21.1200008392334, 228.0649871826172, 126.84199523925781, 240.4309844970703], 'spans': [{'bbox': [21.1200008392334, 228.0649871826172, 43.73700714111328, 240.4309844970703], 'content': 'Email', 'type': 'text', 'score': 1.0}, {'bbox': [43.79999923706055, 230.005615234375, 52.79999923706055, 239.005615234375], 'content': '：', 'type': 'text', 'score': 1.0}, {'bbox': [52.68000030517578, 228.0649871826172, 124.41200256347656, 240.4309844970703], 'content': 'heby@zts.com.cn', 'type': 'text', 'score': 1.0}, {'bbox': [124.33999633789062, 228.0649871826172, 126.84199523925781, 240.4309844970703], 'content': ' ', 'type': 'text', 'score': 1.0}], 'index': 8}], 'index': 7, 'page_num': 'page_0', 'bbox_fs': [21.1200008392334, 193.86497497558594, 157.9219970703125, 240.4309844970703]}, {'type': 'table', 'bbox': [18, 338, 169, 418], 'blocks': [{'bbox': [18, 356, 169, 418], 'type': 'table_body', 'lines': [{'bbox': [18, 356, 169, 418], 'spans': [{'bbox': [18, 356, 169, 418], 'score': 0.8198961019515991, 'type': 'table', 'image_path': '4123619a2e8de87ebe695a4e7703d09d957670491c939b1050c96bbf4104210e.jpg'}]}]}, {'bbox': [19, 338, 70, 352], 'type': 'table_caption', 'lines': [{'bbox': [21.1200008392334, 335.9779968261719, 85.39967346191406, 350.4874267578125], 'spans': [{'bbox': [21.1200008392334, 335.9779968261719, 85.39967346191406, 350.4874267578125], 'content': '[Table_Profit] ', 'type': 'text', 'score': 1.0}]}]}], 'index': 9.5, 'page_num': 'page_0'}, {'type': 'image', 'bbox': [19, 426, 163, 558], 'blocks': [{'bbox': [21, 452, 163, 558], 'type': 'image_body', 'lines': [{'bbox': [21, 452, 163, 558], 'spans': [{'bbox': [21, 452, 163, 558], 'score': 0.9999651312828064, 'type': 'image', 'image_path': '0e63ab24cdc2ac4cb0c46bf1ff7b9f094c092b9c5707810cbc2b7e30964cf8a1.jpg'}]}]}, {'bbox': [19, 426, 160, 440], 'type': 'image_caption', 'lines': [{'bbox': [21.1200008392334, 427.8774719238281, 165.74000549316406, 439.8774719238281], 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{'bbox': [113.54000091552734, 650.3256225585938, 166.21701049804688, 659.3256225585938], 'content': '）：收入逐季', 'type': 'text', 'score': 1.0}], 'index': 17}, {'bbox': [21.1200008392334, 663.9849853515625, 153.6020050048828, 676.3509521484375], 'spans': [{'bbox': [21.1200008392334, 665.9255981445312, 111.12000274658203, 674.9255981445312], 'content': '度加速，继续加大医疗', 'type': 'text', 'score': 1.0}, {'bbox': [113.41999816894531, 663.9849853515625, 121.9219970703125, 676.3509521484375], 'content': 'AI', 'type': 'text', 'score': 1.0}, {'bbox': [121.9219970703125, 665.9255981445312, 151.10299682617188, 674.9255981445312], 'content': ' 投入》', 'type': 'text', 'score': 1.0}, {'bbox': [151.10000610351562, 663.9849853515625, 153.6020050048828, 676.3509521484375], 'content': ' ', 'type': 'text', 'score': 1.0}], 'index': 18}], 'index': 17.5, 'page_num': 'page_0', 'bbox_fs': [21.1200008392334, 648.385009765625, 166.21701049804688, 676.3509521484375]}, {'type': 'text', 'bbox': [19, 695, 167, 738], 'lines': 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{'bbox': [312.5299987792969, 645.552978515625, 384.72003173828125, 659.238037109375], 'content': '2024/2025/2026', 'type': 'text', 'score': 1.0}, {'bbox': [384.72003173828125, 647.7006225585938, 447.2890625, 657.66064453125], 'content': ' 年收入分别为', 'type': 'text', 'score': 1.0}, {'bbox': [449.8299865722656, 645.552978515625, 526.9088745117188, 659.238037109375], 'content': '9.03/11.48/14.47 ', 'type': 'text', 'score': 1.0}, {'bbox': [526.9000244140625, 647.7006225585938, 574.8973999023438, 657.66064453125], 'content': '亿元，净利', 'type': 'text', 'score': 1.0}], 'index': 49}, {'bbox': [201.88999938964844, 661.1529541015625, 574.98876953125, 674.8380126953125], 'spans': [{'bbox': [201.88999938964844, 663.3005981445312, 241.7300262451172, 673.2606201171875], 'content': '润分别为', 'type': 'text', 'score': 1.0}, {'bbox': [241.85000610351562, 661.1529541015625, 311.3388977050781, 674.8380126953125], 'content': ' 0.95/1.20/1.60 ', 'type': 'text', 'score': 1.0}, {'bbox': [311.3299865722656, 663.3005981445312, 361.239501953125, 673.2606201171875], 'content': '亿元，对应', 'type': 'text', 'score': 1.0}, {'bbox': [364.989990234375, 661.1529541015625, 378.35333251953125, 674.8380126953125], 'content': 'PE', 'type': 'text', 'score': 1.0}, {'bbox': [378.35333251953125, 663.3005981445312, 411.8995361328125, 673.2606201171875], 'content': ' 分别为', 'type': 'text', 'score': 1.0}, {'bbox': [411.9100036621094, 661.1529541015625, 481.42193603515625, 674.8380126953125], 'content': '  24.1/19.0/14.3', 'type': 'text', 'score': 1.0}, {'bbox': [481.42193603515625, 663.3005981445312, 574.98876953125, 673.2606201171875], 'content': ' 倍。考虑公司业绩高', 'type': 'text', 'score': 1.0}], 'index': 50}, {'bbox': [201.88999938964844, 676.802734375, 431.35888671875, 690.5177001953125], 'spans': [{'bbox': [201.88999938964844, 678.9005737304688, 371.7577209472656, 688.860595703125], 'content': '增长以及估值处于较低水平，给予公司', 'type': 'text', 'score': 1.0}, {'bbox': [371.8299865722656, 678.4434204101562, 375.1467590332031, 689.5706176757812], 'content': '“', 'type': 'text', 'score': 1.0}, {'bbox': [375.19000244140625, 678.9005737304688, 395.1099853515625, 688.860595703125], 'content': '买入', 'type': 'text', 'score': 1.0}, {'bbox': [395.1099853515625, 678.4434204101562, 398.4267578125, 689.5706176757812], 'content': '”', 'type': 'text', 'score': 1.0}, {'bbox': [398.4700012207031, 678.9005737304688, 428.45953369140625, 688.860595703125], 'content': '评级。', 'type': 'text', 'score': 1.0}, {'bbox': [428.5899963378906, 676.802734375, 431.35888671875, 690.5177001953125], 'content': ' ', 'type': 'text', 'score': 1.0}], 'index': 51}], 'index': 50, 'page_num': 'page_0'}, {'type': 'text', 'bbox': [200, 708, 404, 721], 'lines': [{'bbox': [201.88999938964844, 708.0027465820312, 404.9588928222656, 721.7177124023438], 'spans': [{'bbox': [201.88999938964844, 710.1005859375, 402.00811767578125, 720.0606079101562], 'content': '风险提示：业务发展不及预期，政策推进缓慢', 'type': 'text', 'score': 1.0}, {'bbox': [402.19000244140625, 708.0027465820312, 404.9588928222656, 721.7177124023438], 'content': ' ', 'type': 'text', 'score': 1.0}], 'index': 52}], 'index': 52, 'page_num': 'page_0'}]
     # 调用函数
-    for group_index, group in enumerate(__process_blocks(input_blocks)):
+    groups = __process_blocks(input_blocks)
+    for group_index, group in enumerate(groups):
         print(f"Group {group_index}: {group}")