openai / mle-bench
File Size

The distribution of size of files (measured in lines of code).

Intro
  • File size measurements show the distribution of size of files.
  • Files are classified in four categories based on their size (lines of code): 1-100 (very small files), 101-200 (small files), 201-500 (medium size files), 501-1000 (long files), 1001+(very long files).
  • It is a good practice to keep files small. Long files may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.
Learn more...
File Size Overall
  • There are 382 files with 14,775 lines of code.
    • 0 very long files (0 lines of code)
    • 0 long files (0 lines of code)
    • 8 medium size files (1,947 lines of code)
    • 22 small files (3,050 lines of code)
    • 352 very small files (9,778 lines of code)
0% | 0% | 13% | 20% | 66%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: grouped by folders | grouped by size | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
py0% | 0% | 15% | 23% | 60%
yaml0% | 0% | 0% | 5% | 94%
mjs0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
mlebench0% | 0% | 8% | 20% | 71%
experiments0% | 0% | 80% | 0% | 19%
extras0% | 0% | 35% | 36% | 28%
ROOT0% | 0% | 94% | 0% | 5%
agents0% | 0% | 0% | 47% | 52%
environment0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
prepare.py
in mlebench/competitions/3d-object-detection-for-autonomous-vehicles
 324 1
282 12
data.py
in mlebench
 275 14
analyze.py
in extras/rule_violation_detector
 232 3
mAP_evaluation.py
in mlebench/competitions/3d-object-detection-for-autonomous-vehicles
 215 18
familiarity.py
in experiments/familiarity
 213 5
prepare.py
in mlebench/competitions/inaturalist-2019-fgvc6
 203 2
203 -
cli.py
in mlebench
 200 1
utils.py
in mlebench
 190 21
prepare.py
in mlebench/competitions/herbarium-2020-fgvc7
 176 1
prepare.py
in mlebench/competitions/herbarium-2021-fgvc8
 176 1
grade_helpers.py
in mlebench
 171 7
utils.py
in mlebench/competitions
 167 9
prepare.py
in mlebench/competitions/herbarium-2022-fgvc9
 156 1
prepare.py
in mlebench/competitions/rsna-2022-cervical-spine-fracture-detection
 153 1
prepare.py
in mlebench/competitions/mlsp-2013-birds
 143 2
grade.py
in mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection
 136 9
start.py
in agents/opendevin
 134 3
config.yaml
in agents/aide
 130 -
prepare.py
in mlebench/competitions/google-research-identify-contrails-reduce-global-warming
 122 1
download_kernels.py
in extras/kernels
 121 2
analyze.py
in extras/plagiarism_detector
 118 4
prepare.py
in mlebench/competitions/tgs-salt-identification-challenge
 113 1
registry.py
in mlebench
 113 10
prepare.py
in mlebench/competitions/iwildcam-2020-fgvc7
 112 1
grade.py
in mlebench
 110 4
prepare.py
in mlebench/competitions/smartphone-decimeter-2022
 104 2
prepare.py
in mlebench/competitions/rsna-breast-cancer-detection
 104 1
classes.py
in mlebench/competitions/leaf-classification
 101 -
run.py
in agents
 100 4
grade.py
in mlebench/competitions/siim-covid19-detection
 98 4
prepare.py
in mlebench/competitions/hms-harmful-brain-activity-classification
 98 1
prepare.py
in mlebench/competitions/siim-isic-melanoma-classification
 97 1
prepare.py
in mlebench/competitions/icecube-neutrinos-in-deep-ice
 96 1
prepare.py
in mlebench/competitions/cdiscount-image-classification-challenge
 95 1
grade.py
in mlebench/competitions/jigsaw-unintended-bias-in-toxicity-classification
 95 6
prepare.py
in mlebench/competitions/stanford-covid-vaccine
 95 1
grade.py
in mlebench/competitions/uw-madison-gi-tract-image-segmentation
 94 4
prepare.py
in mlebench/competitions/denoising-dirty-documents
 93 2
grade.py
in mlebench/competitions/tgs-salt-identification-challenge
 93 3
utils.py
in environment
 90 5
prepare.py
in mlebench/competitions/text-normalization-challenge-russian-language
 89 1
prepare.py
in mlebench/competitions/text-normalization-challenge-english-language
 89 1
prepare.py
in mlebench/competitions/uw-madison-gi-tract-image-segmentation
 89 2
prepare.py
in mlebench/competitions/vesuvius-challenge-ink-detection
 89 1
prepare.py
in mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection
 86 1
grade.py
in mlebench/competitions/3d-object-detection-for-autonomous-vehicles
 85 3
prepare.py
in mlebench/competitions/champs-scalar-coupling
 84 1
prepare.py
in mlebench/competitions/cassava-leaf-disease-classification
 84 1
Files With Most Units (Top 50)
File# lines# units
utils.py
in mlebench
 190 21
mAP_evaluation.py
in mlebench/competitions/3d-object-detection-for-autonomous-vehicles
 215 18
data.py
in mlebench
 275 14
282 12
registry.py
in mlebench
 113 10
grade.py
in mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection
 136 9
utils.py
in mlebench/competitions
 167 9
grade_helpers.py
in mlebench
 171 7
notebook.py
in mlebench/competitions/smartphone-decimeter-2022
 60 6
grade.py
in mlebench/competitions/jigsaw-unintended-bias-in-toxicity-classification
 95 6
utils.py
in environment
 90 5
grade.py
in mlebench/competitions/rsna-2022-cervical-spine-fracture-detection
 62 5
familiarity.py
in experiments/familiarity
 213 5
grade.py
in mlebench
 110 4
grade.py
in mlebench/competitions/siim-covid19-detection
 98 4
grade.py
in mlebench/competitions/uw-madison-gi-tract-image-segmentation
 94 4
prepare.py
in mlebench/competitions/billion-word-imputation
 72 4
grade.py
in mlebench/competitions/tweet-sentiment-extraction
 37 4
grade.py
in mlebench/competitions/alaska2-image-steganalysis
 64 4
analyze.py
in extras/plagiarism_detector
 118 4
run.py
in agents
 100 4
registry.py
in agents
 78 4
grading_server.py
in environment
 28 3
metrics.py
in mlebench
 29 3
grade.py
in mlebench/competitions/champs-scalar-coupling
 35 3
grade.py
in mlebench/competitions/icecube-neutrinos-in-deep-ice
 59 3
grade.py
in mlebench/competitions/rsna-breast-cancer-detection
 45 3
kaggle_metric_utilities.py
in mlebench/competitions/hms-harmful-brain-activity-classification
 56 3
grade.py
in mlebench/competitions/multi-modal-gesture-recognition
 35 3
grade.py
in mlebench/competitions/freesound-audio-tagging-2019
 37 3
grade.py
in mlebench/competitions/AI4Code
 48 3
grade.py
in mlebench/competitions/chaii-hindi-and-tamil-question-answering
 37 3
grade.py
in mlebench/competitions/osic-pulmonary-fibrosis-progression
 52 3
grade.py
in mlebench/competitions/bms-molecular-translation
 25 3
grade.py
in mlebench/competitions/tgs-salt-identification-challenge
 93 3
grade.py
in mlebench/competitions/3d-object-detection-for-autonomous-vehicles
 85 3
analyze.py
in extras/rule_violation_detector
 232 3
start.py
in agents/opendevin
 134 3
utils.py
in agents
 22 3
prepare.py
in mlebench/competitions/mlsp-2013-birds
 143 2
grade.py
in mlebench/competitions/petfinder-pawpularity-score
 29 2
prepare.py
in mlebench/competitions/inaturalist-2019-fgvc6
 203 2
grade.py
in mlebench/competitions/inaturalist-2019-fgvc6
 23 2
grade.py
in mlebench/competitions/text-normalization-challenge-russian-language
 34 2
grade.py
in mlebench/competitions/herbarium-2022-fgvc9
 20 2
grade.py
in mlebench/competitions/text-normalization-challenge-english-language
 34 2
prepare.py
in mlebench/competitions/tensorflow2-question-answering
 82 2
grade.py
in mlebench/competitions/tensorflow2-question-answering
 80 2
prepare.py
in mlebench/competitions/smartphone-decimeter-2022
 104 2
grade.py
in mlebench/competitions/whale-categorization-playground
 26 2
Files With Long Lines (Top 29)

There are 29 files with lines longer than 120 characters. In total, there are 52 long lines.

File# lines# units# long lines
prepare.py
in mlebench/competitions/3d-object-detection-for-autonomous-vehicles
 324 1 8
prepare.py
in mlebench/competitions/paddy-disease-classification
 46 2 5
prepare.py
in mlebench/competitions/iwildcam-2019-fgvc6
 82 1 4
prepare.py
in mlebench/competitions/vinbigdata-chest-xray-abnormalities-detection
 86 1 4
203 - 3
prepare.py
in mlebench/competitions/plant-seedlings-classification
 57 2 2
prepare.py
in mlebench/competitions/herbarium-2020-fgvc7
 176 1 2
run.py
in extras/rule_violation_detector
 42 - 2
make_submission.py
in experiments
 84 1 2
cli.py
in mlebench
 200 1 1
grade.py
in mlebench
 110 4 1
prepare.py
in mlebench/competitions/random-acts-of-pizza
 57 1 1
prepare.py
in mlebench/competitions/cdiscount-image-classification-challenge
 95 1 1
prepare.py
in mlebench/competitions/icecube-neutrinos-in-deep-ice
 96 1 1
prepare.py
in mlebench/competitions/facebook-recruiting-iii-keyword-extraction
 27 1 1
grade.py
in mlebench/competitions/multi-modal-gesture-recognition
 35 3 1
prepare.py
in mlebench/competitions/statoil-iceberg-classifier-challenge
 80 1 1
prepare.py
in mlebench/competitions/billion-word-imputation
 72 4 1
grade.py
in mlebench/competitions/predict-volcanic-eruptions-ingv-oe
 29 2 1
prepare.py
in mlebench/competitions/bms-molecular-translation
 43 2 1
utils.py
in mlebench/competitions
 167 9 1
grade.py
in mlebench/competitions/nfl-player-contact-detection
 25 2 1
prepare.py
in mlebench/competitions/stanford-covid-vaccine
 95 1 1
grade.py
in mlebench/competitions/3d-object-detection-for-autonomous-vehicles
 85 3 1
prepare.py
in mlebench/competitions/plant-pathology-2020-fgvc7
 54 1 1
data.py
in mlebench
 275 14 1
analyze.py
in extras/plagiarism_detector
 118 4 1
start.py
in agents/opendevin
 134 3 1
run.py
in agents
 100 4 1
Correlations

File Size vs. Commits (all time): 5 points

experiments/aggregate_grading_reports.py x: 1 commits (all time) y: 282 lines of code mlebench/cli.py x: 1 commits (all time) y: 200 lines of code mlebench/registry.py x: 2 commits (all time) y: 113 lines of code mlebench/competitions/the-icml-2013-whale-challenge-right-whale-redux/prepare.py x: 1 commits (all time) y: 60 lines of code mlebench/data.py x: 1 commits (all time) y: 275 lines of code
282.0
lines of code
  min: 60.0
  average: 186.0
  25th percentile: 86.5
  median: 200.0
  75th percentile: 278.5
  max: 282.0
0 2.0
commits (all time)
min: 1.0 | average: 1.2 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.5 | max: 2.0

File Size vs. Contributors (all time): 5 points

experiments/aggregate_grading_reports.py x: 1 contributors (all time) y: 282 lines of code mlebench/cli.py x: 1 contributors (all time) y: 200 lines of code mlebench/registry.py x: 2 contributors (all time) y: 113 lines of code mlebench/competitions/the-icml-2013-whale-challenge-right-whale-redux/prepare.py x: 1 contributors (all time) y: 60 lines of code mlebench/data.py x: 1 contributors (all time) y: 275 lines of code
282.0
lines of code
  min: 60.0
  average: 186.0
  25th percentile: 86.5
  median: 200.0
  75th percentile: 278.5
  max: 282.0
0 2.0
contributors (all time)
min: 1.0 | average: 1.2 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.5 | max: 2.0

File Size vs. Commits (30 days): 0 points

No data for "commits (30d)" vs. "lines of code".

File Size vs. Contributors (30 days): 0 points

No data for "contributors (30d)" vs. "lines of code".

File Size vs. Commits (90 days): 0 points

No data for "commits (90d)" vs. "lines of code".

File Size vs. Contributors (90 days): 0 points

No data for "contributors (90d)" vs. "lines of code".