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@@ -3,7 +3,8 @@ import pytest
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from magic_pdf.libs.boxbase import _is_in_or_part_overlap, _is_in_or_part_overlap_with_area_ratio, _is_in, \
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from magic_pdf.libs.boxbase import _is_in_or_part_overlap, _is_in_or_part_overlap_with_area_ratio, _is_in, \
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_is_part_overlap, _left_intersect, _right_intersect, _is_vertical_full_overlap, _is_bottom_full_overlap, \
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_is_part_overlap, _left_intersect, _right_intersect, _is_vertical_full_overlap, _is_bottom_full_overlap, \
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_is_left_overlap, __is_overlaps_y_exceeds_threshold, calculate_iou, calculate_overlap_area_2_minbox_area_ratio, \
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_is_left_overlap, __is_overlaps_y_exceeds_threshold, calculate_iou, calculate_overlap_area_2_minbox_area_ratio, \
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- calculate_overlap_area_in_bbox1_area_ratio, get_minbox_if_overlap_by_ratio
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+ calculate_overlap_area_in_bbox1_area_ratio, get_minbox_if_overlap_by_ratio, get_bbox_in_boundry, \
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+ find_top_nearest_text_bbox, find_bottom_nearest_text_bbox, find_left_nearest_text_bbox, find_right_nearest_text_bbox
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from magic_pdf.libs.commons import mymax, join_path, get_top_percent_list
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from magic_pdf.libs.commons import mymax, join_path, get_top_percent_list
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from magic_pdf.libs.path_utils import parse_s3path
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from magic_pdf.libs.path_utils import parse_s3path
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@@ -11,11 +12,11 @@ from magic_pdf.libs.path_utils import parse_s3path
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# 输入一个列表,如果列表空返回0,否则返回最大元素
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# 输入一个列表,如果列表空返回0,否则返回最大元素
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@pytest.mark.parametrize("list_input, target_num",
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@pytest.mark.parametrize("list_input, target_num",
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[
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[
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- # ([0, 0, 0, 0], 0),
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- # ([0], 0),
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- # ([1, 2, 5, 8, 4], 8),
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- # ([], 0),
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- # ([1.1, 7.6, 1.009, 9.9], 9.9),
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+ ([0, 0, 0, 0], 0),
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+ ([0], 0),
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+ ([1, 2, 5, 8, 4], 8),
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+ ([], 0),
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+ ([1.1, 7.6, 1.009, 9.9], 9.9),
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([1.0 * 10 ** 2, 3.5 * 10 ** 3, 0.9 * 10 ** 6], 0.9 * 10 ** 6),
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([1.0 * 10 ** 2, 3.5 * 10 ** 3, 0.9 * 10 ** 6], 0.9 * 10 ** 6),
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])
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])
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def test_list_max(list_input: list, target_num) -> None:
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def test_list_max(list_input: list, target_num) -> None:
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@@ -27,8 +28,8 @@ def test_list_max(list_input: list, target_num) -> None:
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# 连接多个参数生成路径信息,使用"/"作为连接符,生成的结果需要是一个合法路径
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# 连接多个参数生成路径信息,使用"/"作为连接符,生成的结果需要是一个合法路径
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@pytest.mark.parametrize("path_input, target_path", [
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@pytest.mark.parametrize("path_input, target_path", [
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- # (['https:', '', 'www.baidu.com'], 'https://www.baidu.com'),
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- # (['https:', 'www.baidu.com'], 'https:/www.baidu.com'),
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+ (['https:', '', 'www.baidu.com'], 'https://www.baidu.com'),
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+ (['https:', 'www.baidu.com'], 'https:/www.baidu.com'),
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(['D:', 'file', 'pythonProject', 'demo' + '.py'], 'D:/file/pythonProject/demo.py'),
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(['D:', 'file', 'pythonProject', 'demo' + '.py'], 'D:/file/pythonProject/demo.py'),
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])
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])
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def test_join_path(path_input: list, target_path: str) -> None:
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def test_join_path(path_input: list, target_path: str) -> None:
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@@ -40,9 +41,9 @@ def test_join_path(path_input: list, target_path: str) -> None:
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# 获取列表中前百分之多少的元素
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# 获取列表中前百分之多少的元素
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@pytest.mark.parametrize("num_list, percent, target_num_list", [
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@pytest.mark.parametrize("num_list, percent, target_num_list", [
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- # ([], 0.75, []),
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- # ([-5, -10, 9, 3, 7, -7, 0, 23, -1, -11], 0.8, [23, 9, 7, 3, 0, -1, -5, -7]),
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- # ([-5, -10, 9, 3, 7, -7, 0, 23, -1, -11], 0, []),
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+ ([], 0.75, []),
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+ ([-5, -10, 9, 3, 7, -7, 0, 23, -1, -11], 0.8, [23, 9, 7, 3, 0, -1, -5, -7]),
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+ ([-5, -10, 9, 3, 7, -7, 0, 23, -1, -11], 0, []),
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([-5, -10, 9, 3, 7, -7, 0, 23, -1, -11, 28], 0.8, [28, 23, 9, 7, 3, 0, -1, -5])
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([-5, -10, 9, 3, 7, -7, 0, 23, -1, -11, 28], 0.8, [28, 23, 9, 7, 3, 0, -1, -5])
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])
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])
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def test_get_top_percent_list(num_list: list, percent: float, target_num_list: list) -> None:
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def test_get_top_percent_list(num_list: list, percent: float, target_num_list: list) -> None:
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@@ -55,10 +56,9 @@ def test_get_top_percent_list(num_list: list, percent: float, target_num_list: l
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# 输入一个s3路径,返回bucket名字和其余部分(key)
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# 输入一个s3路径,返回bucket名字和其余部分(key)
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@pytest.mark.parametrize("s3_path, target_data", [
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@pytest.mark.parametrize("s3_path, target_data", [
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- # ("s3://bucket/path/to/my/file.txt", "bucket"),
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- # ("/path/to/my/file1.txt", "path"),
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+ ("s3://bucket/path/to/my/file.txt", "bucket"),
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+ ("/path/to/my/file1.txt", "path"),
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("bucket/path/to/my/file2.txt", "bucket"),
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("bucket/path/to/my/file2.txt", "bucket"),
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- # ("file2.txt", "False")
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])
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])
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def test_parse_s3path(s3_path: str, target_data: str):
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def test_parse_s3path(s3_path: str, target_data: str):
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"""
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"""
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@@ -75,18 +75,18 @@ def test_parse_s3path(s3_path: str, target_data: str):
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# 部分边界重合,其他在内部也算包含
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# 部分边界重合,其他在内部也算包含
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@pytest.mark.parametrize("box1, box2, target_bool", [
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@pytest.mark.parametrize("box1, box2, target_bool", [
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((120, 133, 223, 248), (128, 168, 269, 295), True),
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((120, 133, 223, 248), (128, 168, 269, 295), True),
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- # ((137, 53, 245, 157), (134, 11, 200, 147), True), # 部分重合
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- # ((137, 56, 211, 116), (140, 66, 202, 199), True), # 部分重合
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- # ((42, 34, 69, 65), (42, 34, 69, 65), True), # 部分重合
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- # ((39, 63, 87, 106), (37, 66, 85, 109), True), # 部分重合
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- # ((13, 37, 55, 66), (7, 46, 49, 75), True), # 部分重合
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- # ((56, 83, 85, 104), (64, 85, 93, 106), True), # 部分重合
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- # ((12, 53, 48, 94), (14, 53, 50, 94), True), # 部分重合
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- # ((43, 54, 93, 131), (55, 82, 77, 106), True), # 包含
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- # ((63, 2, 134, 71), (72, 43, 104, 78), True), # 包含
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- # ((25, 57, 109, 127), (26, 73, 49, 95), True), # 包含
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- # ((24, 47, 111, 115), (34, 81, 58, 106), True), # 包含
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- # ((34, 8, 105, 83), (76, 20, 116, 45), True), # 包含
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+ ((137, 53, 245, 157), (134, 11, 200, 147), True), # 部分重合
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+ ((137, 56, 211, 116), (140, 66, 202, 199), True), # 部分重合
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+ ((42, 34, 69, 65), (42, 34, 69, 65), True), # 部分重合
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+ ((39, 63, 87, 106), (37, 66, 85, 109), True), # 部分重合
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+ ((13, 37, 55, 66), (7, 46, 49, 75), True), # 部分重合
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+ ((56, 83, 85, 104), (64, 85, 93, 106), True), # 部分重合
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+ ((12, 53, 48, 94), (14, 53, 50, 94), True), # 部分重合
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+ ((43, 54, 93, 131), (55, 82, 77, 106), True), # 包含
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+ ((63, 2, 134, 71), (72, 43, 104, 78), True), # 包含
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+ ((25, 57, 109, 127), (26, 73, 49, 95), True), # 包含
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+ ((24, 47, 111, 115), (34, 81, 58, 106), True), # 包含
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+ ((34, 8, 105, 83), (76, 20, 116, 45), True), # 包含
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])
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])
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def test_is_in_or_part_overlap(box1: tuple, box2: tuple, target_bool: bool) -> None:
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def test_is_in_or_part_overlap(box1: tuple, box2: tuple, target_bool: bool) -> None:
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"""
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"""
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@@ -99,15 +99,15 @@ def test_is_in_or_part_overlap(box1: tuple, box2: tuple, target_bool: bool) -> N
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# 如果box1在box2内部,返回True
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# 如果box1在box2内部,返回True
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# 如果是部分重合的,则重合面积占box1的比例大于阈值时候返回True
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# 如果是部分重合的,则重合面积占box1的比例大于阈值时候返回True
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@pytest.mark.parametrize("box1, box2, target_bool", [
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@pytest.mark.parametrize("box1, box2, target_bool", [
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- # ((35, 28, 108, 90), (47, 60, 83, 96), True), # 包含 box1 up box2, box2 多半,box1少半
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- # ((65, 151, 92, 177), (49, 99, 105, 198), True), # 包含 box1 in box2
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- # ((80, 62, 112, 84), (74, 40, 144, 111), True), # 包含 box1 in box2
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- # ((65, 88, 127, 144), (92, 102, 131, 139), False), # 包含 box2 多半,box1约一半
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- # ((92, 102, 131, 139), (65, 88, 127, 144), True), # 包含 box1 多半
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- # ((100, 93, 199, 168), (169, 126, 198, 165), False), # 包含 box2 in box1
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- # ((26, 75, 106, 172), (65, 108, 90, 128), False), # 包含 box2 in box1
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- # ((28, 90, 77, 126), (35, 84, 84, 120), True), # 相交 box1多半,box2多半
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- # ((37, 6, 69, 52), (28, 3, 60, 49), True), # 相交 box1多半,box2多半
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+ ((35, 28, 108, 90), (47, 60, 83, 96), False), # 包含 box1 up box2, box2 多半,box1少半
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+ ((65, 151, 92, 177), (49, 99, 105, 198), True), # 包含 box1 in box2
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+ ((80, 62, 112, 84), (74, 40, 144, 111), True), # 包含 box1 in box2
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+ ((65, 88, 127, 144), (92, 102, 131, 139), False), # 包含 box2 多半,box1约一半
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+ ((92, 102, 131, 139), (65, 88, 127, 144), True), # 包含 box1 多半
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+ ((100, 93, 199, 168), (169, 126, 198, 165), False), # 包含 box2 in box1
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+ ((26, 75, 106, 172), (65, 108, 90, 128), False), # 包含 box2 in box1
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+ ((28, 90, 77, 126), (35, 84, 84, 120), True), # 相交 box1多半,box2多半
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+ ((37, 6, 69, 52), (28, 3, 60, 49), True), # 相交 box1多半,box2多半
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((94, 29, 133, 60), (84, 30, 123, 61), True), # 相交 box1多半,box2多半
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((94, 29, 133, 60), (84, 30, 123, 61), True), # 相交 box1多半,box2多半
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])
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])
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def test_is_in_or_part_overlap_with_area_ratio(box1: tuple, box2: tuple, target_bool: bool) -> None:
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def test_is_in_or_part_overlap_with_area_ratio(box1: tuple, box2: tuple, target_bool: bool) -> None:
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@@ -117,14 +117,14 @@ def test_is_in_or_part_overlap_with_area_ratio(box1: tuple, box2: tuple, target_
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# box1在box2内部或者box2在box1内部返回True。如果部分边界重合也算作包含。
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# box1在box2内部或者box2在box1内部返回True。如果部分边界重合也算作包含。
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@pytest.mark.parametrize("box1, box2, target_bool", [
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@pytest.mark.parametrize("box1, box2, target_bool", [
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- # ((), (), False),
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- # ((65, 151, 92, 177), (49, 99, 105, 198), True), # 包含 box1 in box2
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- # ((80, 62, 112, 84), (74, 40, 144, 111), True), # 包含 box1 in box2
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- # ((76, 140, 154, 277), (121, 326, 192, 384), False), # 分离
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- # ((65, 88, 127, 144), (92, 102, 131, 139), False), # 包含 box2 多半,box1约一半
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- # ((92, 102, 131, 139), (65, 88, 127, 144), False), # 包含 box1 多半
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- # ((68, 94, 118, 120), (68, 90, 118, 122), True), # 包含,box1 in box2 两边x相切
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- # ((69, 94, 118, 120), (68, 90, 118, 122), True), # 包含,box1 in box2 一边x相切
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+ # ((), (), "Error"), # Error
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+ ((65, 151, 92, 177), (49, 99, 105, 198), True), # 包含 box1 in box2
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+ ((80, 62, 112, 84), (74, 40, 144, 111), True), # 包含 box1 in box2
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+ ((76, 140, 154, 277), (121, 326, 192, 384), False), # 分离
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+ ((65, 88, 127, 144), (92, 102, 131, 139), False), # 包含 box2 多半,box1约一半
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+ ((92, 102, 131, 139), (65, 88, 127, 144), False), # 包含 box1 多半
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+ ((68, 94, 118, 120), (68, 90, 118, 122), True), # 包含,box1 in box2 两边x相切
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+ ((69, 94, 118, 120), (68, 90, 118, 122), True), # 包含,box1 in box2 一边x相切
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((69, 114, 118, 122), (68, 90, 118, 122), True), # 包含,box1 in box2 一边y相切
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((69, 114, 118, 122), (68, 90, 118, 122), True), # 包含,box1 in box2 一边y相切
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# ((100, 93, 199, 168), (169, 126, 198, 165), True), # 包含 box2 in box1 Error
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# ((100, 93, 199, 168), (169, 126, 198, 165), True), # 包含 box2 in box1 Error
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# ((26, 75, 106, 172), (65, 108, 90, 128), True), # 包含 box2 in box1 Error
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# ((26, 75, 106, 172), (65, 108, 90, 128), True), # 包含 box2 in box1 Error
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@@ -140,14 +140,14 @@ def test_is_in(box1: tuple, box2: tuple, target_bool: bool) -> None:
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# 仅仅是部分包含关系,返回True,如果是完全包含关系则返回False
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# 仅仅是部分包含关系,返回True,如果是完全包含关系则返回False
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@pytest.mark.parametrize("box1, box2, target_bool", [
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@pytest.mark.parametrize("box1, box2, target_bool", [
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((65, 151, 92, 177), (49, 99, 105, 198), False), # 包含 box1 in box2
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((65, 151, 92, 177), (49, 99, 105, 198), False), # 包含 box1 in box2
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- # ((80, 62, 112, 84), (74, 40, 144, 111), False), # 包含 box1 in box2
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+ ((80, 62, 112, 84), (74, 40, 144, 111), False), # 包含 box1 in box2
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# ((76, 140, 154, 277), (121, 326, 192, 384), False), # 分离 Error
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# ((76, 140, 154, 277), (121, 326, 192, 384), False), # 分离 Error
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- # ((76, 140, 154, 277), (121, 277, 192, 384), True), # 外相切
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- # ((65, 88, 127, 144), (92, 102, 131, 139), True), # 包含 box2 多半,box1约一半
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- # ((92, 102, 131, 139), (65, 88, 127, 144), True), # 包含 box1 多半
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- # ((68, 94, 118, 120), (68, 90, 118, 122), False), # 包含,box1 in box2 两边x相切
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- # ((69, 94, 118, 120), (68, 90, 118, 122), False), # 包含,box1 in box2 一边x相切
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- # ((69, 114, 118, 122), (68, 90, 118, 122), False), # 包含,box1 in box2 一边y相切
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+ ((76, 140, 154, 277), (121, 277, 192, 384), True), # 外相切
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+ ((65, 88, 127, 144), (92, 102, 131, 139), True), # 包含 box2 多半,box1约一半
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+ ((92, 102, 131, 139), (65, 88, 127, 144), True), # 包含 box1 多半
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+ ((68, 94, 118, 120), (68, 90, 118, 122), False), # 包含,box1 in box2 两边x相切
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+ ((69, 94, 118, 120), (68, 90, 118, 122), False), # 包含,box1 in box2 一边x相切
|
|
|
|
|
+ ((69, 114, 118, 122), (68, 90, 118, 122), False), # 包含,box1 in box2 一边y相切
|
|
|
# ((26, 75, 106, 172), (65, 108, 90, 128), False), # 包含 box2 in box1 Error
|
|
# ((26, 75, 106, 172), (65, 108, 90, 128), False), # 包含 box2 in box1 Error
|
|
|
# ((38, 94, 122, 120), (68, 94, 118, 120), False), # 包含,box2 in box1 两边y相切 Error
|
|
# ((38, 94, 122, 120), (68, 94, 118, 120), False), # 包含,box2 in box1 两边y相切 Error
|
|
|
# ((68, 34, 118, 158), (68, 94, 84, 120), False), # 包含,box2 in box1 一边x相切 Error
|
|
# ((68, 34, 118, 158), (68, 94, 84, 120), False), # 包含,box2 in box1 一边x相切 Error
|
|
@@ -159,16 +159,16 @@ def test_is_part_overlap(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
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# left_box右侧是否和right_box左侧有部分重叠
|
|
# left_box右侧是否和right_box左侧有部分重叠
|
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|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
|
- # (None, None, False),
|
|
|
|
|
- # ((88, 81, 222, 173), (60, 221, 123, 358), False), # 分离
|
|
|
|
|
- # ((121, 149, 184, 289), (172, 130, 230, 268), True), # box1 left bottom box2 相交
|
|
|
|
|
- # ((172, 130, 230, 268),(121, 149, 184, 289), False), # box2 left bottom box1 相交
|
|
|
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- # ((109, 68, 182, 146), (215, 188, 277, 253), False), # box1 top left box2 分离
|
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- # ((117, 53, 222, 176), (174, 142, 298, 276), True), # box1 left top box2 相交
|
|
|
|
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- # ((174, 142, 298, 276), (117, 53, 222, 176), False), # box2 left top box1 相交
|
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- # ((65, 88, 127, 144), (92, 102, 131, 139), True), # box1 left box2 y:box2 in box1
|
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- # ((92, 102, 131, 139), (65, 88, 127, 144), False), # box2 left box1 y:box1 in box2
|
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- # ((182, 130, 230, 268), (121, 149, 174, 289), False), # box2 left box1 分离
|
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+ (None, None, False),
|
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+ ((88, 81, 222, 173), (60, 221, 123, 358), False), # 分离
|
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+ ((121, 149, 184, 289), (172, 130, 230, 268), True), # box1 left bottom box2 相交
|
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|
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+ ((172, 130, 230, 268),(121, 149, 184, 289), False), # box2 left bottom box1 相交
|
|
|
|
|
+ ((109, 68, 182, 146), (215, 188, 277, 253), False), # box1 top left box2 分离
|
|
|
|
|
+ ((117, 53, 222, 176), (174, 142, 298, 276), True), # box1 left top box2 相交
|
|
|
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+ ((174, 142, 298, 276), (117, 53, 222, 176), False), # box2 left top box1 相交
|
|
|
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|
+ ((65, 88, 127, 144), (92, 102, 131, 139), True), # box1 left box2 y:box2 in box1
|
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+ ((92, 102, 131, 139), (65, 88, 127, 144), False), # box2 left box1 y:box1 in box2
|
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|
|
+ ((182, 130, 230, 268), (121, 149, 174, 289), False), # box2 left box1 分离
|
|
|
((1, 10, 26, 45), (3, 4, 20, 39), True), # box1 bottom box2 x:box2 in box1
|
|
((1, 10, 26, 45), (3, 4, 20, 39), True), # box1 bottom box2 x:box2 in box1
|
|
|
])
|
|
])
|
|
|
def test_left_intersect(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
|
def test_left_intersect(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
|
@@ -177,14 +177,14 @@ def test_left_intersect(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
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|
|
# left_box左侧是否和right_box右侧部分重叠
|
|
# left_box左侧是否和right_box右侧部分重叠
|
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
|
- # (None, None, False),
|
|
|
|
|
- # ((88, 81, 222, 173), (60, 221, 123, 358), False), # 分离
|
|
|
|
|
- # ((121, 149, 184, 289), (172, 130, 230, 268), False), # box1 left bottom box2 相交
|
|
|
|
|
- # ((172, 130, 230, 268), (121, 149, 184, 289), True), # box2 left bottom box1 相交
|
|
|
|
|
- # ((109, 68, 182, 146), (215, 188, 277, 253), False), # box1 top left box2 分离
|
|
|
|
|
- # ((117, 53, 222, 176), (174, 142, 298, 276), False), # box1 left top box2 相交
|
|
|
|
|
- # ((174, 142, 298, 276), (117, 53, 222, 176), True), # box2 left top box1 相交
|
|
|
|
|
- # ((65, 88, 127, 144), (92, 102, 131, 139), False), # box1 left box2 y:box2 in box1
|
|
|
|
|
|
|
+ (None, None, False),
|
|
|
|
|
+ ((88, 81, 222, 173), (60, 221, 123, 358), False), # 分离
|
|
|
|
|
+ ((121, 149, 184, 289), (172, 130, 230, 268), False), # box1 left bottom box2 相交
|
|
|
|
|
+ ((172, 130, 230, 268), (121, 149, 184, 289), True), # box2 left bottom box1 相交
|
|
|
|
|
+ ((109, 68, 182, 146), (215, 188, 277, 253), False), # box1 top left box2 分离
|
|
|
|
|
+ ((117, 53, 222, 176), (174, 142, 298, 276), False), # box1 left top box2 相交
|
|
|
|
|
+ ((174, 142, 298, 276), (117, 53, 222, 176), True), # box2 left top box1 相交
|
|
|
|
|
+ ((65, 88, 127, 144), (92, 102, 131, 139), False), # box1 left box2 y:box2 in box1
|
|
|
# ((92, 102, 131, 139), (65, 88, 127, 144), True), # box2 left box1 y:box1 in box2 Error
|
|
# ((92, 102, 131, 139), (65, 88, 127, 144), True), # box2 left box1 y:box1 in box2 Error
|
|
|
((182, 130, 230, 268), (121, 149, 174, 289), False), # box2 left box1 分离
|
|
((182, 130, 230, 268), (121, 149, 174, 289), False), # box2 left box1 分离
|
|
|
# ((1, 10, 26, 45), (3, 4, 20, 39), False), # box1 bottom box2 x:box2 in box1 Error
|
|
# ((1, 10, 26, 45), (3, 4, 20, 39), False), # box1 bottom box2 x:box2 in box1 Error
|
|
@@ -197,13 +197,13 @@ def test_right_intersect(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
|
|
# y方向上:box1和box2有重叠
|
|
# y方向上:box1和box2有重叠
|
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
|
# (None, None, False), # Error
|
|
# (None, None, False), # Error
|
|
|
- # ((35, 28, 108, 90), (47, 60, 83, 96), True), # box1 top box2, x:box2 in box1, y:有重叠
|
|
|
|
|
- # ((35, 28, 98, 90), (27, 60, 103, 96), True), # box1 top box2, x:box1 in box2, y:有重叠
|
|
|
|
|
- # ((57, 77, 130, 210), (59, 219, 119, 293), False), # box1 top box2, x: box2 in box1, y:无重叠
|
|
|
|
|
- # ((47, 60, 83, 96),(35, 28, 108, 90), True), # box2 top box1, x:box1 in box2, y:有重叠
|
|
|
|
|
- # ((27, 60, 103, 96), (35, 28, 98, 90), True), # box2 top box1, x:box2 in box1, y:有重叠
|
|
|
|
|
- # ((59, 219, 119, 293), (57, 77, 130, 210), False), # box2 top box1, x: box1 in box2, y:无重叠
|
|
|
|
|
- # ((35, 28, 55, 90), (57, 60, 83, 96), False), # box1 top box2, x:无重叠, y:有重叠
|
|
|
|
|
|
|
+ ((35, 28, 108, 90), (47, 60, 83, 96), True), # box1 top box2, x:box2 in box1, y:有重叠
|
|
|
|
|
+ ((35, 28, 98, 90), (27, 60, 103, 96), True), # box1 top box2, x:box1 in box2, y:有重叠
|
|
|
|
|
+ ((57, 77, 130, 210), (59, 219, 119, 293), False), # box1 top box2, x: box2 in box1, y:无重叠
|
|
|
|
|
+ ((47, 60, 83, 96),(35, 28, 108, 90), True), # box2 top box1, x:box1 in box2, y:有重叠
|
|
|
|
|
+ ((27, 60, 103, 96), (35, 28, 98, 90), True), # box2 top box1, x:box2 in box1, y:有重叠
|
|
|
|
|
+ ((59, 219, 119, 293), (57, 77, 130, 210), False), # box2 top box1, x: box1 in box2, y:无重叠
|
|
|
|
|
+ ((35, 28, 55, 90), (57, 60, 83, 96), False), # box1 top box2, x:无重叠, y:有重叠
|
|
|
((47, 60, 63, 96), (65, 28, 108, 90), False), # box2 top box1, x:无重叠, y:有重叠
|
|
((47, 60, 63, 96), (65, 28, 108, 90), False), # box2 top box1, x:无重叠, y:有重叠
|
|
|
])
|
|
])
|
|
|
def test_is_vertical_full_overlap(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
|
def test_is_vertical_full_overlap(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
|
@@ -212,12 +212,12 @@ def test_is_vertical_full_overlap(box1: tuple, box2: tuple, target_bool: bool) -
|
|
|
|
|
|
|
|
# 检查box1下方和box2的上方有轻微的重叠,轻微程度收到y_tolerance的限制
|
|
# 检查box1下方和box2的上方有轻微的重叠,轻微程度收到y_tolerance的限制
|
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
|
- # (None, None, False),
|
|
|
|
|
- # ((35, 28, 108, 90), (47, 89, 83, 116), True), # box1 top box2, y:有重叠
|
|
|
|
|
- # ((35, 28, 108, 90), (47, 60, 83, 96), False), # box1 top box2, y:有重叠且过多
|
|
|
|
|
- # ((57, 77, 130, 210), (59, 219, 119, 293), False), # box1 top box2, y:无重叠
|
|
|
|
|
- # ((47, 60, 83, 96), (35, 28, 108, 90), False), # box2 top box1, y:有重叠且过多
|
|
|
|
|
- # ((27, 89, 103, 116), (35, 28, 98, 90), False), # box2 top box1, y:有重叠
|
|
|
|
|
|
|
+ (None, None, False),
|
|
|
|
|
+ ((35, 28, 108, 90), (47, 89, 83, 116), True), # box1 top box2, y:有重叠
|
|
|
|
|
+ ((35, 28, 108, 90), (47, 60, 83, 96), False), # box1 top box2, y:有重叠且过多
|
|
|
|
|
+ ((57, 77, 130, 210), (59, 219, 119, 293), False), # box1 top box2, y:无重叠
|
|
|
|
|
+ ((47, 60, 83, 96), (35, 28, 108, 90), False), # box2 top box1, y:有重叠且过多
|
|
|
|
|
+ ((27, 89, 103, 116), (35, 28, 98, 90), False), # box2 top box1, y:有重叠
|
|
|
((59, 219, 119, 293), (57, 77, 130, 210), False), # box2 top box1, y:无重叠
|
|
((59, 219, 119, 293), (57, 77, 130, 210), False), # box2 top box1, y:无重叠
|
|
|
])
|
|
])
|
|
|
def test_is_bottom_full_overlap(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
|
def test_is_bottom_full_overlap(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
|
@@ -226,12 +226,12 @@ def test_is_bottom_full_overlap(box1: tuple, box2: tuple, target_bool: bool) ->
|
|
|
|
|
|
|
|
# 检查box1的左侧是否和box2有重叠
|
|
# 检查box1的左侧是否和box2有重叠
|
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
|
- # (None, None, False),
|
|
|
|
|
- # ((88, 81, 222, 173), (60, 221, 123, 358), False), # 分离
|
|
|
|
|
|
|
+ (None, None, False),
|
|
|
|
|
+ ((88, 81, 222, 173), (60, 221, 123, 358), False), # 分离
|
|
|
# ((121, 149, 184, 289), (172, 130, 230, 268), False), # box1 left bottom box2 相交 Error
|
|
# ((121, 149, 184, 289), (172, 130, 230, 268), False), # box1 left bottom box2 相交 Error
|
|
|
# ((172, 130, 230, 268), (121, 149, 184, 289), True), # box2 left bottom box1 相交 Error
|
|
# ((172, 130, 230, 268), (121, 149, 184, 289), True), # box2 left bottom box1 相交 Error
|
|
|
- # ((109, 68, 182, 146), (215, 188, 277, 253), False), # box1 top left box2 分离
|
|
|
|
|
- # ((117, 53, 222, 176), (174, 142, 298, 276), False), # box1 left top box2 相交
|
|
|
|
|
|
|
+ ((109, 68, 182, 146), (215, 188, 277, 253), False), # box1 top left box2 分离
|
|
|
|
|
+ ((117, 53, 222, 176), (174, 142, 298, 276), False), # box1 left top box2 相交
|
|
|
# ((174, 142, 298, 276), (117, 53, 222, 176), True), # box2 left top box1 相交 Error
|
|
# ((174, 142, 298, 276), (117, 53, 222, 176), True), # box2 left top box1 相交 Error
|
|
|
# ((65, 88, 127, 144), (92, 102, 131, 139), False), # box1 left box2 y:box2 in box1 Error
|
|
# ((65, 88, 127, 144), (92, 102, 131, 139), False), # box1 left box2 y:box2 in box1 Error
|
|
|
((1, 10, 26, 45), (3, 4, 20, 39), True), # box1 middle bottom box2 x:box2 in box1
|
|
((1, 10, 26, 45), (3, 4, 20, 39), True), # box1 middle bottom box2 x:box2 in box1
|
|
@@ -244,12 +244,12 @@ def test_is_left_overlap(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
|
|
# 查两个bbox在y轴上是否有重叠,并且该重叠区域的高度占两个bbox高度更低的那个超过阈值
|
|
# 查两个bbox在y轴上是否有重叠,并且该重叠区域的高度占两个bbox高度更低的那个超过阈值
|
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
@pytest.mark.parametrize("box1, box2, target_bool", [
|
|
|
# (None, None, "Error"), # Error
|
|
# (None, None, "Error"), # Error
|
|
|
- # ((51, 69, 192, 147), (75, 48, 132, 187), True), # y: box1 in box2
|
|
|
|
|
- # ((51, 39, 192, 197), (75, 48, 132, 187), True), # y: box2 in box1
|
|
|
|
|
- # ((88, 81, 222, 173), (60, 221, 123, 358), False), # y: box1 top box2
|
|
|
|
|
- # ((109, 68, 182, 196), (215, 188, 277, 253), False), # y: box1 top box2 little
|
|
|
|
|
- # ((109, 68, 182, 196), (215, 78, 277, 253), True), # y: box1 top box2 more
|
|
|
|
|
- # ((109, 68, 182, 196), (215, 138, 277, 213), False), # y: box1 top box2 more but lower overlap_ratio_threshold
|
|
|
|
|
|
|
+ ((51, 69, 192, 147), (75, 48, 132, 187), True), # y: box1 in box2
|
|
|
|
|
+ ((51, 39, 192, 197), (75, 48, 132, 187), True), # y: box2 in box1
|
|
|
|
|
+ ((88, 81, 222, 173), (60, 221, 123, 358), False), # y: box1 top box2
|
|
|
|
|
+ ((109, 68, 182, 196), (215, 188, 277, 253), False), # y: box1 top box2 little
|
|
|
|
|
+ ((109, 68, 182, 196), (215, 78, 277, 253), True), # y: box1 top box2 more
|
|
|
|
|
+ ((109, 68, 182, 196), (215, 138, 277, 213), False), # y: box1 top box2 more but lower overlap_ratio_threshold
|
|
|
((109, 68, 182, 196), (215, 138, 277, 203), True), # y: box1 top box2 more and more overlap_ratio_threshold
|
|
((109, 68, 182, 196), (215, 138, 277, 203), True), # y: box1 top box2 more and more overlap_ratio_threshold
|
|
|
])
|
|
])
|
|
|
def test_is_overlaps_y_exceeds_threshold(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
|
def test_is_overlaps_y_exceeds_threshold(box1: tuple, box2: tuple, target_bool: bool) -> None:
|
|
@@ -259,13 +259,13 @@ def test_is_overlaps_y_exceeds_threshold(box1: tuple, box2: tuple, target_bool:
|
|
|
# Determine the coordinates of the intersection rectangle
|
|
# Determine the coordinates of the intersection rectangle
|
|
|
@pytest.mark.parametrize("box1, box2, target_num", [
|
|
@pytest.mark.parametrize("box1, box2, target_num", [
|
|
|
# (None, None, "Error"), # Error
|
|
# (None, None, "Error"), # Error
|
|
|
- # ((88, 81, 222, 173), (60, 221, 123, 358), 0.0), # 分离
|
|
|
|
|
- # ((76, 140, 154, 277), (121, 326, 192, 384), 0.0), # 分离
|
|
|
|
|
- # ((142, 109, 238, 164), (134, 211, 224, 270), 0.0) # 分离
|
|
|
|
|
- # ((109, 68, 182, 196), (175, 138, 277, 213), 0.024475524475524476) # 相交
|
|
|
|
|
- # ((56, 90, 170, 219), (103, 212, 171, 304), 0.02288586346557361), # 相交
|
|
|
|
|
- # ((109, 126, 204, 245), (130, 127, 232, 186), 0.33696071621517326), # 相交
|
|
|
|
|
- # ((109, 126, 204, 245), (110, 127, 232, 206), 0.5493822593770807), # 相交
|
|
|
|
|
|
|
+ ((88, 81, 222, 173), (60, 221, 123, 358), 0.0), # 分离
|
|
|
|
|
+ ((76, 140, 154, 277), (121, 326, 192, 384), 0.0), # 分离
|
|
|
|
|
+ ((142, 109, 238, 164), (134, 211, 224, 270), 0.0), # 分离
|
|
|
|
|
+ ((109, 68, 182, 196), (175, 138, 277, 213), 0.024475524475524476), # 相交
|
|
|
|
|
+ ((56, 90, 170, 219), (103, 212, 171, 304), 0.02288586346557361), # 相交
|
|
|
|
|
+ ((109, 126, 204, 245), (130, 127, 232, 186), 0.33696071621517326), # 相交
|
|
|
|
|
+ ((109, 126, 204, 245), (110, 127, 232, 206), 0.5493822593770807), # 相交
|
|
|
((76, 140, 154, 277), (121, 277, 192, 384), 0.0) # 相切
|
|
((76, 140, 154, 277), (121, 277, 192, 384), 0.0) # 相切
|
|
|
])
|
|
])
|
|
|
def test_calculate_iou(box1: tuple, box2: tuple, target_num: float) -> None:
|
|
def test_calculate_iou(box1: tuple, box2: tuple, target_num: float) -> None:
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@@ -275,17 +275,17 @@ def test_calculate_iou(box1: tuple, box2: tuple, target_num: float) -> None:
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# 计算box1和box2的重叠面积占最小面积的box的比例
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# 计算box1和box2的重叠面积占最小面积的box的比例
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@pytest.mark.parametrize("box1, box2, target_num", [
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@pytest.mark.parametrize("box1, box2, target_num", [
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# (None, None, "Error"), # Error
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# (None, None, "Error"), # Error
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- # ((142, 109, 238, 164), (134, 211, 224, 270), 0.0), # 分离
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+ ((142, 109, 238, 164), (134, 211, 224, 270), 0.0), # 分离
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((88, 81, 222, 173), (60, 221, 123, 358), 0.0), # 分离
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((88, 81, 222, 173), (60, 221, 123, 358), 0.0), # 分离
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- # ((76, 140, 154, 277), (121, 326, 192, 384), 0.0), # 分离
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- # ((76, 140, 154, 277), (121, 277, 192, 384), 0.0), # 相切
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- # ((109, 126, 204, 245), (110, 127, 232, 206), 0.7704918032786885), # 相交
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- # ((56, 90, 170, 219), (103, 212, 171, 304), 0.07496803069053709), # 相交
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- # ((121, 149, 184, 289), (172, 130, 230, 268), 0.17841079460269865), # 相交
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- # ((51, 69, 192, 147), (75, 48, 132, 187), 0.5611510791366906), # 相交
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- # ((117, 53, 222, 176), (174, 142, 298, 276), 0.12636469221835075), # 相交
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- # ((102, 60, 233, 203), (70, 190, 220, 319), 0.08188757807078417), # 相交
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- # ((109, 126, 204, 245), (130, 127, 232, 186), 0.7254901960784313), # 相交
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+ ((76, 140, 154, 277), (121, 326, 192, 384), 0.0), # 分离
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+ ((76, 140, 154, 277), (121, 277, 192, 384), 0.0), # 相切
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+ ((109, 126, 204, 245), (110, 127, 232, 206), 0.7704918032786885), # 相交
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+ ((56, 90, 170, 219), (103, 212, 171, 304), 0.07496803069053709), # 相交
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+ ((121, 149, 184, 289), (172, 130, 230, 268), 0.17841079460269865), # 相交
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+ ((51, 69, 192, 147), (75, 48, 132, 187), 0.5611510791366906), # 相交
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+ ((117, 53, 222, 176), (174, 142, 298, 276), 0.12636469221835075), # 相交
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+ ((102, 60, 233, 203), (70, 190, 220, 319), 0.08188757807078417), # 相交
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+ ((109, 126, 204, 245), (130, 127, 232, 186), 0.7254901960784313), # 相交
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])
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])
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def test_calculate_overlap_area_2_minbox_area_ratio(box1: tuple, box2: tuple, target_num: float) -> None:
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def test_calculate_overlap_area_2_minbox_area_ratio(box1: tuple, box2: tuple, target_num: float) -> None:
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assert target_num == calculate_overlap_area_2_minbox_area_ratio(box1, box2)
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assert target_num == calculate_overlap_area_2_minbox_area_ratio(box1, box2)
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@@ -294,17 +294,17 @@ def test_calculate_overlap_area_2_minbox_area_ratio(box1: tuple, box2: tuple, ta
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# 计算box1和box2的重叠面积占bbox1的比例
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# 计算box1和box2的重叠面积占bbox1的比例
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@pytest.mark.parametrize("box1, box2, target_num", [
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@pytest.mark.parametrize("box1, box2, target_num", [
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# (None, None, "Error"), # Error
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# (None, None, "Error"), # Error
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- # ((142, 109, 238, 164), (134, 211, 224, 270), 0.0), # 分离
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- # ((88, 81, 222, 173), (60, 221, 123, 358), 0.0), # 分离
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- # ((76, 140, 154, 277), (121, 326, 192, 384), 0.0), # 分离
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- # ((76, 140, 154, 277), (121, 277, 192, 384), 0.0), # 相切
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- # ((142, 109, 238, 164), (134, 164, 224, 270), 0.0), # 相切
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- # ((109, 126, 204, 245), (110, 127, 232, 206), 0.6568774878372402), # 相交
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- # ((56, 90, 170, 219), (103, 212, 171, 304), 0.03189174486604107), # 相交
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- # ((121, 149, 184, 289), (172, 130, 230, 268), 0.1619047619047619), # 相交
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- # ((51, 69, 192, 147), (75, 48, 132, 187), 0.40425531914893614), # 相交
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- # ((117, 53, 222, 176), (174, 142, 298, 276), 0.12636469221835075), # 相交
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- # ((102, 60, 233, 203), (70, 190, 220, 319), 0.08188757807078417), # 相交
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+ ((142, 109, 238, 164), (134, 211, 224, 270), 0.0), # 分离
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+ ((88, 81, 222, 173), (60, 221, 123, 358), 0.0), # 分离
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+ ((76, 140, 154, 277), (121, 326, 192, 384), 0.0), # 分离
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+ ((76, 140, 154, 277), (121, 277, 192, 384), 0.0), # 相切
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+ ((142, 109, 238, 164), (134, 164, 224, 270), 0.0), # 相切
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+ ((109, 126, 204, 245), (110, 127, 232, 206), 0.6568774878372402), # 相交
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+ ((56, 90, 170, 219), (103, 212, 171, 304), 0.03189174486604107), # 相交
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+ ((121, 149, 184, 289), (172, 130, 230, 268), 0.1619047619047619), # 相交
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+ ((51, 69, 192, 147), (75, 48, 132, 187), 0.40425531914893614), # 相交
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+ ((117, 53, 222, 176), (174, 142, 298, 276), 0.12636469221835075), # 相交
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+ ((102, 60, 233, 203), (70, 190, 220, 319), 0.08188757807078417), # 相交
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((109, 126, 204, 245), (130, 127, 232, 186), 0.38620079610791685), # 相交
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((109, 126, 204, 245), (130, 127, 232, 186), 0.38620079610791685), # 相交
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])
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])
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def test_calculate_overlap_area_in_bbox1_area_ratio(box1: tuple, box2: tuple, target_num: float) -> None:
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def test_calculate_overlap_area_in_bbox1_area_ratio(box1: tuple, box2: tuple, target_num: float) -> None:
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@@ -315,15 +315,154 @@ def test_calculate_overlap_area_in_bbox1_area_ratio(box1: tuple, box2: tuple, ta
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@pytest.mark.parametrize("box1, box2, ratio, target_box", [
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@pytest.mark.parametrize("box1, box2, ratio, target_box", [
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# (None, None, 0.8, "Error"), # Error
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# (None, None, 0.8, "Error"), # Error
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((142, 109, 238, 164), (134, 211, 224, 270), 0.0, None), # 分离
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((142, 109, 238, 164), (134, 211, 224, 270), 0.0, None), # 分离
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- # ((109, 126, 204, 245), (110, 127, 232, 206), 0.5, (110, 127, 232, 206)),
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- # ((56, 90, 170, 219), (103, 212, 171, 304), 0.5, None),
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- # ((121, 149, 184, 289), (172, 130, 230, 268), 0.5, None),
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- # ((51, 69, 192, 147), (75, 48, 132, 187), 0.5, (75, 48, 132, 187)),
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- # ((117, 53, 222, 176), (174, 142, 298, 276), 0.5, None),
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- # ((102, 60, 233, 203), (70, 190, 220, 319), 0.5, None),
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- # ((109, 126, 204, 245), (130, 127, 232, 186), 0.5, (130, 127, 232, 186)),
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+ ((109, 126, 204, 245), (110, 127, 232, 206), 0.5, (110, 127, 232, 206)),
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+ ((56, 90, 170, 219), (103, 212, 171, 304), 0.5, None),
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+ ((121, 149, 184, 289), (172, 130, 230, 268), 0.5, None),
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+ ((51, 69, 192, 147), (75, 48, 132, 187), 0.5, (75, 48, 132, 187)),
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+ ((117, 53, 222, 176), (174, 142, 298, 276), 0.5, None),
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+ ((102, 60, 233, 203), (70, 190, 220, 319), 0.5, None),
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+ ((109, 126, 204, 245), (130, 127, 232, 186), 0.5, (130, 127, 232, 186)),
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])
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])
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def test_get_minbox_if_overlap_by_ratio(box1: tuple, box2: tuple, ratio: float, target_box: list) -> None:
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def test_get_minbox_if_overlap_by_ratio(box1: tuple, box2: tuple, ratio: float, target_box: list) -> None:
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assert target_box == get_minbox_if_overlap_by_ratio(box1, box2, ratio)
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assert target_box == get_minbox_if_overlap_by_ratio(box1, box2, ratio)
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+# 根据boundry获取在这个范围内的所有的box的列表,完全包含关系
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+@pytest.mark.parametrize("boxes, boundry, target_boxs", [
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+ # ([], (), "Error"), # Error
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+ ([], (110, 340, 209, 387), []),
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+ ([(142, 109, 238, 164)], (134, 211, 224, 270), []), # 分离
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+ ([(109, 126, 204, 245), (110, 127, 232, 206)], (105, 116, 258, 300), [(109, 126, 204, 245), (110, 127, 232, 206)]),
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+ ([(109, 126, 204, 245), (110, 127, 232, 206)], (105, 116, 258, 230), [(110, 127, 232, 206)]),
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+ ([(81, 280, 123, 315), (282, 203, 342, 247), (183, 100, 300, 155), (46, 99, 133, 148), (33, 156, 97, 211),
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+ (137, 29, 287, 87)], (80, 90, 249, 200), []),
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+ ([(81, 280, 123, 315), (282, 203, 342, 247), (183, 100, 300, 155), (46, 99, 133, 148), (33, 156, 97, 211),
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+ (137, 29, 287, 87)], (30, 20, 349, 320),
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+ [(81, 280, 123, 315), (282, 203, 342, 247), (183, 100, 300, 155), (46, 99, 133, 148), (33, 156, 97, 211),
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+ (137, 29, 287, 87)]),
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+ ([(81, 280, 123, 315), (282, 203, 342, 247), (183, 100, 300, 155), (46, 99, 133, 148), (33, 156, 97, 211),
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+ (137, 29, 287, 87)], (30, 20, 200, 320),
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+ [(81, 280, 123, 315), (46, 99, 133, 148), (33, 156, 97, 211)]),
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+])
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+def test_get_bbox_in_boundry(boxes: list, boundry: tuple, target_boxs: list) -> None:
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+ assert target_boxs == get_bbox_in_boundry(boxes, boundry)
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+
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+
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+# 寻找上方距离最近的box,margin 4个单位, x方向有重合,y方向最近的
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+@pytest.mark.parametrize("pymu_blocks, obj_box, target_boxs", [
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+ ([{"bbox": (81, 280, 123, 315)}, {"bbox": (282, 203, 342, 247)}, {"bbox": (183, 100, 300, 155)},
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+ {"bbox": (46, 99, 133, 148)}, {"bbox": (33, 156, 97, 211)},
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+ {"bbox": (137, 29, 287, 87)}], (81, 280, 123, 315), {"bbox": (33, 156, 97, 211)}),
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+ # ([{"bbox": (168, 120, 263, 159)},
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+ # {"bbox": (231, 61, 279, 159)},
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+ # {"bbox": (35, 85, 136, 110)},
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+ # {"bbox": (228, 193, 347, 225)},
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+ # {"bbox": (144, 264, 188, 323)},
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+ # {"bbox": (62, 37, 126, 64)}], (228, 193, 347, 225),
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+ # [{"bbox": (168, 120, 263, 159)}, {"bbox": (231, 61, 279, 159)}]), # y:方向最近的有两个,x: 两个均有重合 Error
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+ ([{"bbox": (35, 85, 136, 159)},
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+ {"bbox": (168, 120, 263, 159)},
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+ {"bbox": (231, 61, 279, 118)},
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+ {"bbox": (228, 193, 347, 225)},
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+ {"bbox": (144, 264, 188, 323)},
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+ {"bbox": (62, 37, 126, 64)}], (228, 193, 347, 225),
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+ {"bbox": (168, 120, 263, 159)},), # y:方向最近的有两个,x:只有一个有重合
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+ ([{"bbox": (239, 115, 379, 167)},
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+ {"bbox": (33, 237, 104, 262)},
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+ {"bbox": (124, 288, 168, 325)},
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+ {"bbox": (242, 291, 379, 340)},
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+ {"bbox": (55, 117, 121, 154)},
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+ {"bbox": (266, 183, 384, 217)}, ], (124, 288, 168, 325), {'bbox': (55, 117, 121, 154)}),
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+ ([{"bbox": (239, 115, 379, 167)},
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+ {"bbox": (33, 237, 104, 262)},
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+ {"bbox": (124, 288, 168, 325)},
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+ {"bbox": (242, 291, 379, 340)},
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+ {"bbox": (55, 117, 119, 154)},
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+ {"bbox": (266, 183, 384, 217)}, ], (124, 288, 168, 325), None), # x没有重合
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+ ([{"bbox": (80, 90, 249, 200)},
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+ {"bbox": (183, 100, 240, 155)}, ], (183, 100, 240, 155), None), # 包含
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+])
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+def test_find_top_nearest_text_bbox(pymu_blocks: list, obj_box: tuple, target_boxs: dict) -> None:
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+ assert target_boxs == find_top_nearest_text_bbox(pymu_blocks, obj_box)
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+
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+
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+# 寻找下方距离自己最近的box, x方向有重合,y方向最近的
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+@pytest.mark.parametrize("pymu_blocks, obj_box, target_boxs", [
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+ ([{"bbox": (165, 96, 300, 114)},
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+ {"bbox": (11, 157, 139, 201)},
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+ {"bbox": (124, 208, 265, 262)},
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+ {"bbox": (124, 283, 248, 306)},
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+ {"bbox": (39, 267, 84, 301)},
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+ {"bbox": (36, 89, 114, 145)}, ], (165, 96, 300, 114), {"bbox": (124, 208, 265, 262)}),
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+ ([{"bbox": (187, 37, 303, 49)},
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+ {"bbox": (2, 227, 90, 283)},
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+ {"bbox": (158, 174, 200, 212)},
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+ {"bbox": (259, 174, 324, 228)},
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+ {"bbox": (205, 61, 316, 97)},
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+ {"bbox": (295, 248, 374, 287)}, ], (205, 61, 316, 97), {"bbox": (259, 174, 324, 228)}), # y有两个最近的, x只有一个重合
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+ # ([{"bbox": (187, 37, 303, 49)},
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+ # {"bbox": (2, 227, 90, 283)},
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+ # {"bbox": (259, 174, 324, 228)},
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+ # {"bbox": (205, 61, 316, 97)},
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+ # {"bbox": (295, 248, 374, 287)},
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+ # {"bbox": (158, 174, 209, 212)}, ], (205, 61, 316, 97),
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+ # [{"bbox": (259, 174, 324, 228)}, {"bbox": (158, 174, 209, 212)}]), # x有重合,y有两个最近的 Error
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+ ([{"bbox": (287, 132, 398, 191)},
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+ {"bbox": (44, 141, 163, 188)},
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+ {"bbox": (132, 191, 240, 241)},
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+ {"bbox": (81, 25, 142, 67)},
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+ {"bbox": (74, 297, 116, 314)},
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+ {"bbox": (77, 84, 224, 107)}, ], (287, 132, 398, 191), None), # x没有重合
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+ ([{"bbox": (80, 90, 249, 200)},
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+ {"bbox": (183, 100, 240, 155)}, ], (183, 100, 240, 155), None), # 包含
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+])
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+def test_find_bottom_nearest_text_bbox(pymu_blocks: list, obj_box: tuple, target_boxs: dict) -> None:
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+ assert target_boxs == find_bottom_nearest_text_bbox(pymu_blocks, obj_box)
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+
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+
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+# 寻找左侧距离自己最近的box, y方向有重叠,x方向最近
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+@pytest.mark.parametrize("pymu_blocks, obj_box, target_boxs", [
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+ ([{"bbox": (80, 90, 249, 200)}, {"bbox": (183, 100, 240, 155)}], (183, 100, 240, 155), None), # 包含
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+ ([{"bbox": (28, 90, 77, 126)}, {"bbox": (35, 84, 84, 120)}], (35, 84, 84, 120), None), # y:重叠,x:重叠大于2
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+ ([{"bbox": (28, 90, 77, 126)}, {"bbox": (75, 84, 134, 120)}], (75, 84, 134, 120), {"bbox": (28, 90, 77, 126)}),
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+ # y:重叠,x:重叠小于等于2
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+ ([{"bbox": (239, 115, 379, 167)},
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+ {"bbox": (33, 237, 104, 262)},
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+ {"bbox": (124, 288, 168, 325)},
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+ {"bbox": (242, 291, 379, 340)},
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+ {"bbox": (55, 113, 161, 154)},
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+ {"bbox": (266, 123, 384, 217)}], (266, 123, 384, 217), {"bbox": (55, 113, 161, 154)}), # y重叠,x left
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+ # ([{"bbox": (136, 219, 268, 240)},
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+ # {"bbox": (169, 115, 268, 181)},
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+ # {"bbox": (33, 237, 104, 262)},
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+ # {"bbox": (124, 288, 168, 325)},
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+ # {"bbox": (55, 117, 161, 154)},
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+ # {"bbox": (266, 183, 384, 217)}], (266, 183, 384, 217),
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+ # [{"bbox": (136, 219, 267, 240)}, {"bbox": (169, 115, 267, 181)}]), # y有重叠,x重叠小于2或者在left Error
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+])
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+def test_find_left_nearest_text_bbox(pymu_blocks: list, obj_box: tuple, target_boxs: dict) -> None:
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+ assert target_boxs == find_left_nearest_text_bbox(pymu_blocks, obj_box)
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+
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+
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+# 寻找右侧距离自己最近的box, y方向有重叠,x方向最近
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+@pytest.mark.parametrize("pymu_blocks, obj_box, target_boxs", [
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+ ([{"bbox": (80, 90, 249, 200)}, {"bbox": (183, 100, 240, 155)}], (183, 100, 240, 155), None), # 包含
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+ ([{"bbox": (28, 90, 77, 126)}, {"bbox": (35, 84, 84, 120)}], (28, 90, 77, 126), None), # y:重叠,x:重叠大于2
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+ ([{"bbox": (28, 90, 77, 126)}, {"bbox": (75, 84, 134, 120)}], (28, 90, 77, 126), {"bbox": (75, 84, 134, 120)}),
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+ # y:重叠,x:重叠小于等于2
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+ ([{"bbox": (239, 115, 379, 167)},
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+ {"bbox": (33, 237, 104, 262)},
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+ {"bbox": (124, 288, 168, 325)},
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+ {"bbox": (242, 291, 379, 340)},
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+ {"bbox": (55, 113, 161, 154)},
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+ {"bbox": (266, 123, 384, 217)}], (55, 113, 161, 154), {"bbox": (239, 115, 379, 167)}), # y重叠,x right
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+ # ([{"bbox": (169, 115, 298, 181)},
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+ # {"bbox": (169, 219, 268, 240)},
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+ # {"bbox": (33, 177, 104, 262)},
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+ # {"bbox": (124, 288, 168, 325)},
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+ # {"bbox": (55, 117, 161, 154)},
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+ # {"bbox": (266, 183, 384, 217)}], (33, 177, 104, 262),
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+ # [{"bbox": (169, 115, 298, 181)}, {"bbox": (169, 219, 268, 240)}]), # y有重叠,x重叠小于2或者在right Error
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+])
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+def test_find_right_nearest_text_bbox(pymu_blocks: list, obj_box: tuple, target_boxs: dict) -> None:
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+ assert target_boxs == find_right_nearest_text_bbox(pymu_blocks, obj_box)
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