Unit Complexity* · deepseek-ai/DeepSeek-OCR

Conditional Complexity Overall

There are 93 units with 1,004 lines of code in units (51.9% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
1 medium complex units (72 lines of code)
11 simple units (280 lines of code)
81 very simple units (652 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 __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/build_linear.py	72	17	2
def forward() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/build_linear.py	45	10	2
def dynamic_preprocess() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/process/image_process.py	28	10	5
def draw_bounding_boxes() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_pdf.py	50	8	3
def draw_bounding_boxes() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_image.py	50	8	2
def _parse_and_validate_image_input() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepseek_ocr.py	19	7	2
def load_weights() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepseek_ocr.py	11	7	3
def get_rel_pos() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	17	6	3
def get_num_image_tokens() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepseek_ocr.py	26	6	5
def count_tiles() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/process/image_process.py	9	6	6
def __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/process/ngram_norepeat.py	8	6	4
def __call__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/process/ngram_norepeat.py	17	6	3
def pdf_to_images_high_quality() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_pdf.py	22	5	3
def pil_to_pdf_img2pdf() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_pdf.py	17	5	2
def __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepseek_ocr.py	41	5	4
def find_closest_aspect_ratio() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/process/image_process.py	14	5	5
def get_flops_per_sample() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/build_linear.py	12	4	1
def forward() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepseek_ocr.py	18	4	6
def forward() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	10	3	2
def forward() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	12	3	2
def forward() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	20	3	2
def window_partition() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	10	3	2
def re_match() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_pdf.py	11	3	1
def get_image_size_with_most_features() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepseek_ocr.py	4	3	1
def re_match() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_image.py	11	3	1
def encode() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/process/image_process.py	7	3	4
def get_abs_pos() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	17	2	2
def get_abs_pos() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/clip_sdpa.py	25	2	2
def forward() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/clip_sdpa.py	11	2	3
def __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/clip_sdpa.py	12	2	2
def set_input_tensor() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/clip_sdpa.py	4	2	2
def re_match() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_eval_batch.py	7	2	1
def extract_coordinates_and_label() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_pdf.py	8	2	3
def get_replacement_deepseek_vl2() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepseek_ocr.py	14	2	1
def get_multimodal_embeddings() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepseek_ocr.py	7	2	2
def load_image() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_image.py	11	2	1
def extract_coordinates_and_label() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_image.py	8	2	3
def __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/process/image_process.py	11	2	6
def __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	5	1	0
def forward() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	2	1	2
def __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	5	1	3
def forward() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	6	1	2
def __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	18	1	18
def __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	12	1	0
def __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	8	1	0
def window_unpartition() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	2	1	0
def add_decomposed_rel_pos() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	6	1	0
def __init__() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	7	1	4
def forward() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	4	1	2
def build_sam_vit_b() in DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py	8	1	1

About This Analysis

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...

To learn more about conditional complexity and techniques for reducing this type of complexity, Sokrates recommends the following resources:

Simplifying Conditional Expressions, sourcemaking.com
Cyclomatic Complexity, wikipedia.org