openai / deeptype - 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 341 units with 9,427 lines of code in units (86.3% of code).

14 very long units (3,650 lines of code)
22 long units (1,607 lines of code)
66 medium size units (2,186 lines of code)
80 small units (1,198 lines of code)
159 very small units (786 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 classify() in extraction/classifiers/type_classifier.py	1201	12	1
def classify() in extraction/classifiers/country_classifier.py	943	1	1
def build_loss() in learning/train_type.py	164	12	8
def initialize_globals() in extraction/fast_link_fixer.py	143	1	1
def main() in extraction/fast_link_fixer.py	138	9	0
def build_inputs() in learning/train_type.py	132	9	5
def fix() in extraction/fast_link_fixer.py	131	5	7
def beam_project() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/fast_disambiguate.pyx	123	20	9
def cem_project() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/fast_disambiguate.pyx	118	21	10
def main() in extraction/get_wikiname_to_wikidata.py	117	18	0
def learnability() in learning/evaluate_learnability.py	116	23	16
def extend_relations_worker() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/successor_mask.pyx	115	32	16
def main() in learning/train_type.py	107	13	0
def main() in extraction/evolve_type_system.py	102	21	0
def accuracy() in learning/train_type.py	94	22	10
def classify() in extraction/classifiers/location_classifier.py	93	1	1
def beam_project_worker() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/fast_disambiguate.pyx	91	13	12
def reduce_values() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/successor_mask.pyx	90	13	6
def main() in extraction/project_graph.py	88	26	0
def iterate_anchor_lines() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/successor_mask.pyx	84	15	4
def produce_window_dataset() in extraction/produce_windowed_h5_tsv.py	81	24	3
def build_model() in learning/train_type.py	78	12	21
def construct_mapping() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/successor_mask.pyx	78	12	5
def ga_project() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/fast_disambiguate.pyx	77	10	11
def __init__() in learning/train_type.py	76	10	24
def get_wikidata_mapping() in extraction/get_wikiname_to_wikidata.py	75	21	5
def annotate_document() in extraction/produce_wikidata_tsv.py	73	13	9
def build_recurrent() in learning/train_type.py	72	8	7
def main() in extraction/produce_wikidata_tsv.py	66	8	0
def viterbi_decode() in learning/train_type.py	60	4	5
def main() in extraction/evaluate_type_system.py	59	10	0
def generate_batch() in learning/batchifier.py	57	28	2
def disambiguate() in extraction/evaluate_type_system.py	57	9	2
def fix_and_parse_tags() in extraction/evaluate_type_system.py	54	7	3
def restore_session() in learning/train_type.py	52	20	7
def main() in extraction/produce_windowed_h5_tsv.py	52	4	0
def iter_batches() in learning/batchifier.py	50	5	7
def obtain_tags() in extraction/evaluate_type_system.py	50	15	12
def extend_relations() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/successor_mask.pyx	47	8	11
def __init__() in learning/batchifier.py	46	10	16
def compute_f1() in learning/train_type.py	45	8	3
def main() in learning/evaluate_learnability.py	45	8	0
def successor_mask() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/successor_mask.pyx	44	9	7
def __call__() in learning/train_type.py	43	6	6
def predict_topk_sentences() in learning/train_type.py	43	14	3
def get_feature_vocabs() in learning/batchifier.py	43	17	3
def related_promote_highest() in wikidata_linker_utils_src/src/cython/wikidata_linker_utils/successor_mask.pyx	43	15	9
def cpu_cudnn_params() in learning/train_type.py	42	9	6
def tag_sentences() in learning/train_type.py	42	15	2
def __init__() in wikidata_linker_utils_src/src/python/wikidata_linker_utils/type_collection.py	42	3	7