deepseek-ai / DeepSeek-VL2 - 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 182 units with 2,258 lines of code in units (46.8% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
3 medium complex units (227 lines of code)
15 simple units (450 lines of code)
164 very simple units (1,581 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 50 most complex units

Unit	# lines	McCabe index	# params
def get_prompt() in deepseek_vl2/models/conversation.py	59	22	1
def forward() in deepseek_vl2/models/modeling_deepseek.py	98	11	2
def format_messages_v2() in deepseek_vl2/models/processing_deepseek_vl_v2.py	70	11	4
def normalize_markdown() in deepseek_vl2/serve/app_modules/utils.py	20	10	1
def convert_to_markdown() in deepseek_vl2/serve/app_modules/utils.py	30	10	1
def _pos_embed() in deepseek_vl2/models/siglip_vit.py	25	10	2
def main() in inference.py	66	8	1
def forward() in deepseek_vl2/models/siglip_vit.py	34	8	2
def __init__() in deepseek_vl2/models/modeling_deepseek_vl_v2.py	29	8	2
def __init__() in deepseek_vl2/models/modeling_deepseek.py	40	8	2
def to_gradio_chatbot() in web_demo.py	23	7	1
def get_prompt() in web_demo.py	18	7	1
def reset_classifier() in deepseek_vl2/models/siglip_vit.py	10	7	3
def moe_infer() in deepseek_vl2/models/modeling_deepseek.py	71	7	4
def _init_rope() in deepseek_vl2/models/modeling_deepseek.py	45	7	1
def forward_head() in deepseek_vl2/models/siglip_vit.py	12	6	3
def to_pipeline() in deepseek_vl2/models/siglip_vit.py	12	6	4
def select_best_resolution() in deepseek_vl2/models/processing_deepseek_vl_v2.py	15	6	2
def load_pil_images() in inference.py	10	5	2
function addCopyButton() in deepseek_vl2/serve/assets/Kelpy-Codos.js	36	5	1
function handleNewElements() in deepseek_vl2/serve/assets/Kelpy-Codos.js	11	5	2
def delete_last_conversation() in deepseek_vl2/serve/app_modules/gradio_utils.py	18	5	2
def convert_mdtext() in deepseek_vl2/serve/app_modules/utils.py	20	5	1
def parse_ref_bbox() in deepseek_vl2/serve/app_modules/utils.py	36	5	2
def load_pil_images() in deepseek_vl2/utils/io.py	10	5	2
def forward_features() in deepseek_vl2/models/siglip_vit.py	14	5	2
def forward() in deepseek_vl2/models/modeling_deepseek_vl_v2.py	27	5	2
def __init__() in deepseek_vl2/models/modeling_deepseek.py	59	5	3
def __init__() in deepseek_vl2/models/modeling_deepseek.py	3	5	3
def __init__() in deepseek_vl2/models/modeling_deepseek.py	25	5	3
def _init_weights() in deepseek_vl2/models/modeling_deepseek.py	10	5	2
def compact_text_chunks() in deepseek_vl2/serve/app_modules/overwrites.py	7	4	3
def detect_language() in deepseek_vl2/serve/app_modules/utils.py	5	4	1
def add_language_tag() in deepseek_vl2/serve/app_modules/utils.py	19	4	1
def init_weights_vit_timm() in deepseek_vl2/models/siglip_vit.py	7	4	2
def __init__() in deepseek_vl2/models/modeling_deepseek_vl_v2.py	40	4	2
def _move_past_key_values_to_cpu() in deepseek_vl2/models/modeling_deepseek_vl_v2.py	4	4	2
def _move_past_key_values_to_gpu() in deepseek_vl2/models/modeling_deepseek_vl_v2.py	4	4	3
def forward() in deepseek_vl2/models/modeling_deepseek.py	21	4	2
def to_openai_api_messages() in deepseek_vl2/models/conversation.py	10	4	1
def fetch_model() in web_demo.py	15	3	2
def preview_images() in web_demo.py	7	3	1
def build_demo() in web_demo.py	153	3	1
def convert_conversation_to_prompts() in deepseek_vl2/serve/inference.py	18	3	1
def wrap_gen_fn() in deepseek_vl2/serve/app_modules/gradio_utils.py	10	3	1
def strip_stop_words() in deepseek_vl2/serve/app_modules/utils.py	5	3	2
def markdown_to_html_with_syntax_highlight() in deepseek_vl2/serve/app_modules/utils.py	15	3	1
def init_weights() in deepseek_vl2/models/siglip_vit.py	7	3	5
def _reorder_cache() in deepseek_vl2/models/modeling_deepseek_vl_v2.py	10	3	2
def forward() in deepseek_vl2/models/modeling_deepseek.py	7	3	3