huggingface / video-dataset-scripts Conditional Complexity

Intro

Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
Conditional complexity is measured at the unit level (methods, functions...).
Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).

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Conditional Complexity Overall

There are 33 units with 392 lines of code in units (39.2% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
1 medium complex units (74 lines of code)
2 simple units (38 lines of code)
30 very simple units (280 lines of code)

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

3D view of all units

Conditional Complexity per Extension

51+

26-50

11-25

6-10

1-5

Conditional Complexity per Logical Component

primary logical decomposition

51+

26-50

11-25

6-10

1-5

Most Complex Units

Top 33 most complex units

Unit	# lines	McCabe index	# params
def main() in video_processing/reference_video_similarity.py	74	24	1
def compute_lk_optical_flow() in video_processing/modules/optical_flow.py	26	8	1
def get_files() in openvid/zipstream.py	12	6	4
def compute_video_embedding() in video_processing/reference_video_similarity.py	31	5	5
def get_file() in openvid/zipstream.py	36	5	4
def separate_key_frames_from_row() in video_processing/modules/frames.py	11	4	3
def run_nsfw() in video_processing/modules/nsfw.py	7	3	1
def run_watermark_laion() in video_processing/modules/watermark_laion.py	5	3	1
def compute_reference_embedding() in video_processing/reference_video_similarity.py	9	3	5
def compute_farneback_optical_flow() in video_processing/modules/optical_flow.py	32	2	1
def _downscale_maps() in video_processing/modules/optical_flow.py	9	2	2
def _to_image() in video_processing/modules/optical_flow.py	2	2	1
def __init__() in video_processing/modules/aesthetic_laion.py	11	2	3
def __call__() in video_processing/modules/aesthetic_laion.py	7	2	2
def run_aesthetic_laion() in video_processing/modules/aesthetic_laion.py	4	2	1
def load_watermark_laion() in video_processing/modules/watermark_laion.py	23	2	2
def get_key_frames() in video_processing/modules/frames.py	9	2	2
def compute_image_embedding() in video_processing/reference_video_similarity.py	7	2	5
def get_central_directory() in openvid/zipstream.py	12	2	3
def get_scenes() in video_processing/scene_split.py	8	1	5
def _motion_score() in video_processing/modules/optical_flow.py	3	1	1
def load_nsfw() in video_processing/modules/nsfw.py	4	1	1
def __init__() in video_processing/modules/aesthetic_laion.py	12	1	1
def forward() in video_processing/modules/aesthetic_laion.py	2	1	2
def load_aesthetic_laion() in video_processing/modules/aesthetic_laion.py	4	1	3
def load_florence() in video_processing/modules/caption_object_ocr.py	5	1	0
def run() in video_processing/modules/caption_object_ocr.py	3	1	0
def get_frames() in video_processing/modules/frames.py	4	1	2
def __init__() in openvid/zipstream.py	6	1	0
def download() in openvid/zipstream.py	4	1	0
def __repr__() in openvid/zipstream.py	2	1	1
def size() in openvid/zipstream.py	3	1	2
def __init__() in openvid/zipstream.py	5	1	0