huggingface / fineVideo 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).

Learn more...

Conditional Complexity Overall

There are 44 units with 809 lines of code in units (79.2% of code).

0 very complex units (0 lines of code)
1 complex units (67 lines of code)
5 medium complex units (205 lines of code)
11 simple units (301 lines of code)
27 very simple units (236 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 44 most complex units

Unit	# lines	McCabe index	# params
def update_timestamps_in_json() in finealignment/video_alignment.py	67	28	4
def adjust_scene_boundaries() in finealignment/video_alignment.py	59	22	4
def time_to_frametimecode() in finealignment/video_alignment.py	50	19	5
def read_filtered_parquet_files() in rawdataset/filter-yt-commons.py	27	17	3
def select_videos() in contentselection/oracle.py	40	13	2
def process() in contentannotation/video2annotation.py	29	13	2
def main() in videocategorization/tgi_inference_client.py	21	10	0
def process_single_video() in finealignment/video_alignment.py	58	10	2
def process_single_video() in contentannotation/video2annotation.py	50	10	2
def duration_to_seconds() in dynamicfilters/worddensityfiltering.py	13	10	1
def process_video() in rawdataset/ytdlps3/download_and_upload.py	18	9	3
def process_video() in contentannotation/video2annotation.py	46	9	3
def generate_prompts_and_save() in videocategorization/create_prompts.py	23	8	4
def map_to_parent_categories() in contentselection/oracle.py	18	7	2
def check_static_video() in dynamicfilters/videodynamismfiltering/check_static.py	29	7	5
def get_leaves() in videocategorization/create_prompts.py	9	6	1
def obtain_json() in contentannotation/video2annotation.py	16	6	2
def process_file() in videocategorization/tgi_inference_client.py	40	5	3
def main() in dynamicfilters/videodynamismfiltering/check_static.py	13	5	0
def compute_user_activity() in contentselection/oracle.py	7	4	4
def process_chunk() in finealignment/video_alignment.py	5	4	3
def upload_video() in contentannotation/video2annotation.py	12	4	2
def process_chunk() in contentannotation/video2annotation.py	5	4	3
def preprocess_df() in contentselection/oracle.py	11	3	1
def download_youtube_video() in rawdataset/ytdlps3/download_and_upload.py	18	3	2
def download_video_from_s3() in dynamicfilters/videodynamismfiltering/check_static.py	10	3	3
def download_video_from_s3() in finealignment/video_alignment.py	8	2	2
def handle_error() in finealignment/video_alignment.py	14	2	4
def result_exists() in finealignment/video_alignment.py	5	2	2
def main() in rawdataset/ytdlps3/download_and_upload.py	3	2	3
def __init__() in contentannotation/video2annotation.py	5	2	3
def result_exists() in contentannotation/video2annotation.py	5	2	1
def download_video_from_s3() in contentannotation/video2annotation.py	9	2	2
def upload_result_to_s3() in dynamicfilters/videodynamismfiltering/check_static.py	7	2	3
def get_samples_near_target() in dynamicfilters/worddensityfiltering.py	5	2	4
def generate_prompt() in videocategorization/create_prompts.py	8	1	3
def save_prompts_to_file() in videocategorization/create_prompts.py	3	1	2
def process_row() in videocategorization/create_prompts.py	4	1	2
def load_prompts_from_file() in videocategorization/tgi_inference_client.py	4	1	1
def main_algorithm() in contentselection/oracle.py	10	1	3
def upload_to_s3() in rawdataset/ytdlps3/download_and_upload.py	3	1	3
def log_failure() in rawdataset/ytdlps3/download_and_upload.py	6	1	4
def _read_api_key() in contentannotation/video2annotation.py	3	1	2
def prep_return() in contentannotation/video2annotation.py	13	1	6