huggingface / transformers.js-benchmarking 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 53 units with 897 lines of code in units (1.8% of code).

0 very long units (0 lines of code)
4 long units (241 lines of code)
10 medium size units (332 lines of code)
11 small units (162 lines of code)
28 very small units (162 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
async run() in packages/core/src/models/qwen2_vl.js	68	4	0
async run() in packages/core/src/models/clip.js	65	4	0
async run() in packages/core/src/models/sam.js	55	4	0
async run() in packages/core/src/models/whisper.js	53	4	0
async run() in packages/core/src/models/bert.js	48	4	0
async run() in packages/core/src/models/t5.js	47	4	0
async run() in packages/core/src/models/llama.js	47	4	0
async run() in packages/core/src/suites.js	37	5	0
def fetch() in scripts/parser.py	31	9	3
def extract_graph_structure() in scripts/parser.py	29	10	3
export function computeStatistics() in packages/core/src/utils.js	26	3	1
for await() in packages/bun/index.ts	24	4	2
def strip_data() in scripts/parser.py	22	12	2
def main() in scripts/collect_models.py	21	1	0
def __init__() in scripts/parser.py	19	2	6
def locate_graph_header() in scripts/parser.py	19	6	2
def retry_operation() in scripts/collect_models.py	18	7	5
def _add_range() in scripts/parser.py	17	6	3
for await() in packages/node/index.js	17	3	2
def skip_field() in scripts/parser.py	13	5	2
def stream_parse_model_header() in scripts/parser.py	13	2	1
function getPercentile() in packages/core/src/utils.js	12	3	2
median: getPercentile() in packages/core/src/utils.js	12	1	2
def read_varint() in scripts/parser.py	11	4	1
p1: getPercentile() in packages/core/src/utils.js	11	1	2
def get_operators() in scripts/collect_models.py	10	4	1
p5: getPercentile() in packages/core/src/utils.js	10	1	2
export function pick() in packages/core/src/utils.js	10	2	2
p10: getPercentile() in packages/core/src/utils.js	9	1	2
def increment() in scripts/parser.py	8	4	7
p90: getPercentile() in packages/core/src/utils.js	8	1	2
for await() in packages/core/src/suites.js	7	2	1
p95: getPercentile() in packages/core/src/utils.js	7	1	2
constructor() in packages/core/src/suites.js	6	1	1
p99: getPercentile() in packages/core/src/utils.js	6	1	2
constructor() in packages/core/src/models/bert.js	6	1	1
constructor() in packages/core/src/models/t5.js	6	1	1
constructor() in packages/core/src/models/clip.js	6	1	1
constructor() in packages/core/src/models/whisper.js	6	1	1
constructor() in packages/core/src/models/llama.js	6	1	1
constructor() in packages/core/src/models/sam.js	6	1	1
pred_masks: pick() in packages/core/src/models/sam.js	6	1	3
constructor() in packages/core/src/models/qwen2_vl.js	6	1	1
def collect_model_ops() in scripts/collect_models.py	5	1	0
iou_scores: pick() in packages/core/src/models/sam.js	5	1	3
constructor() in packages/core/src/suites.js	4	1	2
def close() in scripts/parser.py	3	1	1
constructor() in packages/core/src/suites.js	3	1	1
constructor() in packages/core/src/suites.js	3	1	1
for await() in packages/web/src/worker.js	3	2	2