alibaba / OmniRL - Unit Size

Intro

Unit size measurements show the distribution of size of units of code (methods, functions...).
Units are classified in four categories based on their size (lines of code): 1-20 (small units), 20-50 (medium size units), 51-100 (long units), 101+ (very long units).
You should aim at keeping units small (< 20 lines). Long units may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.

Learn more...

Unit Size Overall

There are 74 units with 1,067 lines of code in units (33.8% of code).

2 very long units (211 lines of code)
1 long units (56 lines of code)
14 medium size units (447 lines of code)
9 small units (133 lines of code)
48 very small units (220 lines of code)

Legend:

101+

51-100

21-50

11-20

1-10

Unit Size per Extension

101+

51-100

21-50

11-20

1-10

Unit Size per Logical Component

primary logical decomposition

101+

51-100

21-50

11-20

1-10

Alternative Visuals

3D view of all units

Longest Units

Top 50 longest units

Unit	# lines	McCabe index	# params
def main() in src/open-r1-multimodal/src/open_r1/sft.py	108	22	3
def compute_loss() in src/open-r1-multimodal/src/open_r1/trainer/grpo_trainer.py	103	38	5
def __getitem__() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	56	10	2
def __init__() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	49	18	3
def main() in src/open-r1-multimodal/src/open_r1/grpo.py	48	8	3
def gpt4o_query() in src/open-r1-multimodal/local_scripts/create_vision_cot_data.py	43	6	4
def __init__() in src/open-r1-multimodal/src/open_r1/sft.py	39	14	3
def iou_reward() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	38	11	3
def main() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	35	5	3
def custom_forward() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	32	2	6
def accuracy_reward() in src/open-r1-multimodal/src/open_r1/grpo.py	30	15	3
def process_raw_data() in src/open-r1-multimodal/local_scripts/prepare_hf_data.py	24	5	1
def push_to_hub_revision() in src/open-r1-multimodal/src/open_r1/utils/hub.py	23	2	2
def get_param_count_from_repo_id() in src/open-r1-multimodal/src/open_r1/utils/hub.py	22	9	1
def __getitem__() in src/open-r1-multimodal/src/open_r1/sft.py	22	1	2
def collate_fn() in src/open-r1-multimodal/src/open_r1/sft.py	21	3	1
def __init__() in src/open-r1-multimodal/src/open_r1/trainer/vllm_grpo_trainer.py	21	1	20
def on_save() in src/open-r1-multimodal/src/open_r1/utils/callbacks.py	18	5	5
def __init__() in src/open-r1-multimodal/src/open_r1/trainer/grpo_trainer.py	18	1	22
def get_image_data_url() in src/open-r1-multimodal/local_scripts/create_vision_cot_data.py	16	8	1
def len_reward() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	15	9	5
def extract_problem_solution() in src/open-r1-multimodal/local_scripts/prepare_hf_data.py	14	6	1
def accuracy_reward() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	14	5	3
def process_single_item() in src/open-r1-multimodal/local_scripts/create_vision_cot_data.py	13	2	1
def check_hub_revision_exists() in src/open-r1-multimodal/src/open_r1/utils/hub.py	13	8	1
def main() in src/open-r1-multimodal/local_scripts/create_vision_cot_data.py	12	1	0
def run_benchmark_jobs() in src/open-r1-multimodal/src/open_r1/utils/evaluation.py	10	6	3
def __iter__() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	10	3	1
def log() in src/open-r1-multimodal/src/open_r1/trainer/vllm_grpo_trainer.py	10	6	4
def get_train_dataloader() in src/open-r1-multimodal/src/open_r1/trainer/grpo_trainer.py	10	2	1
def _get_per_token_logps() in src/open-r1-multimodal/src/open_r1/trainer/grpo_trainer.py	10	4	6
def has_valid_image_size() in src/open-r1-multimodal/local_scripts/prepare_hf_data.py	8	10	1
def build_distilabel_pipeline() in src/open-r1-multimodal/src/open_r1/generate.py	8	1	0
def _get_per_token_logps() in src/open-r1-multimodal/src/open_r1/trainer/vllm_grpo_trainer.py	8	1	0
def log() in src/open-r1-multimodal/src/open_r1/trainer/grpo_trainer.py	8	3	4
def load_image_from_path() in src/open-r1-multimodal/local_scripts/prepare_hf_data.py	7	2	1
def prompt_fn() in src/open-r1-multimodal/src/open_r1/evaluate.py	7	1	2
def get_gpu_count_for_vllm() in src/open-r1-multimodal/src/open_r1/utils/hub.py	7	4	3
def get_callbacks() in src/open-r1-multimodal/src/open_r1/utils/callbacks.py	7	3	2
def bleu() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	7	1	2
def __iter__() in src/open-r1-multimodal/src/open_r1/trainer/vllm_grpo_trainer.py	7	3	1
def is_slurm_available() in src/open-r1-multimodal/src/open_r1/utils/callbacks.py	6	3	0
def format_reward() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	5	5	2
def format_reward() in src/open-r1-multimodal/src/open_r1/grpo.py	5	5	2
def create_model_card() in src/open-r1-multimodal/src/open_r1/trainer/grpo_trainer.py	5	1	0
def has_answer_pattern() in src/open-r1-multimodal/local_scripts/prepare_hf_data.py	4	2	1
def __init__() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	4	1	4
def rouge() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	4	1	2
def rougeL() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	4	1	2
def edit_similarity_score() in src/open-r1-multimodal/src/open_r1/grpo_rec.py	4	2	2