huggingface / Qwen2.5-Math 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 964 units with 8,861 lines of code in units (67.4% of code).

3 very complex units (757 lines of code)
3 complex units (196 lines of code)
27 medium complex units (1,550 lines of code)
42 simple units (1,551 lines of code)
889 very simple units (4,807 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 convert_func() in evaluation/latex2sympy/latex2sympy2.py	160	70	1
def func() in evaluation/latex2sympy/gen/PSParser.py	398	65	1
def main() in evaluation/math_eval.py	199	53	4
def strip_string() in evaluation/parser.py	81	28	2
def convert_frac() in evaluation/latex2sympy/latex2sympy2.py	41	26	1
def parse_ground_truth() in evaluation/parser.py	74	26	3
def extract_answer() in evaluation/parser.py	62	25	3
def extract_answer_map() in evaluation/parser.py	63	25	4
def group() in evaluation/latex2sympy/gen/PSParser.py	259	23	1
def convert_atom() in evaluation/latex2sympy/latex2sympy2.py	108	22	1
def parse_question() in evaluation/parser.py	62	22	2
def convert_relation() in evaluation/latex2sympy/latex2sympy2.py	48	19	1
def generate_completions() in evaluation/model_utils.py	34	19	8
def extract_program() in evaluation/trajectory.py	34	16	3
def mat_mul_flat() in evaluation/latex2sympy/latex2sympy2.py	21	16	2
def convert_mp() in evaluation/latex2sympy/latex2sympy2.py	33	15	1
def load_data() in evaluation/data_loader.py	69	14	3
def construct_prompt() in evaluation/utils.py	55	14	3
def prepare_data() in evaluation/math_eval.py	32	14	2
def convert_elementary_transform() in evaluation/latex2sympy/latex2sympy2.py	57	13	2
def convert_postfix() in evaluation/latex2sympy/latex2sympy2.py	35	13	1
def comp() in evaluation/latex2sympy/gen/PSParser.py	69	13	1
def extract_theoremqa_answer() in evaluation/parser.py	33	13	2
def symbolic_equal() in evaluation/grader.py	42	12	2
def text_to_trajectory() in evaluation/trajectory.py	29	12	1
def convert_postfix_list() in evaluation/latex2sympy/latex2sympy2.py	22	12	2
def convert_comp() in evaluation/latex2sympy/latex2sympy2.py	23	12	1
def handle_integral() in evaluation/latex2sympy/latex2sympy2.py	35	12	1
def comp_nofunc() in evaluation/latex2sympy/gen/PSParser.py	64	12	1
def mp() in evaluation/latex2sympy/gen/PSParser.py	46	11	2
def mp_nofunc() in evaluation/latex2sympy/gen/PSParser.py	46	11	2
def abs_group() in evaluation/latex2sympy/gen/PSParser.py	119	11	1
def load_hf_lm_and_tokenizer() in evaluation/model_utils.py	50	11	9
def evaluate() in evaluation/evaluate.py	44	10	7
def convert_matrix() in evaluation/latex2sympy/latex2sympy2.py	22	10	1
def mat_add_flat() in evaluation/latex2sympy/latex2sympy2.py	14	10	2
def convert_add() in evaluation/latex2sympy/latex2sympy2.py	21	10	1
def relation_list() in evaluation/latex2sympy/gen/PSParser.py	98	10	1
def exp() in evaluation/latex2sympy/gen/PSParser.py	61	10	2
def exp_nofunc() in evaluation/latex2sympy/gen/PSParser.py	61	10	2
def atom_expr() in evaluation/latex2sympy/gen/PSParser.py	52	10	1
def atom() in evaluation/latex2sympy/gen/PSParser.py	54	10	1
def choice_answer_clean() in evaluation/parser.py	29	10	1
def show_sample() in evaluation/utils.py	22	9	2
def setup() in evaluation/math_eval.py	34	9	1
def latex2sympy() in evaluation/latex2sympy/latex2sympy2.py	43	9	2
def add_flat() in evaluation/latex2sympy/latex2sympy2.py	14	9	2
def mul_flat() in evaluation/latex2sympy/latex2sympy2.py	14	9	2
def relation() in evaluation/latex2sympy/gen/PSParser.py	46	9	2
def additive() in evaluation/latex2sympy/gen/PSParser.py	46	9	2