facebook / Ax
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 310 files with 48,201 lines of code.
    • 5 very long files (5,830 lines of code)
    • 17 long files (11,345 lines of code)
    • 50 medium size files (16,410 lines of codeclsfd_ftr_w_mp_ins)
    • 55 small files (7,842 lines of code)
    • 183 very small files (6,774 lines of code)
12% | 23% | 34% | 16% | 14%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: zoomable circles | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
py8% | 23% | 36% | 16% | 15%
ipynb60% | 30% | 8% | 0% | 0%
css0% | 34% | 53% | 9% | 2%
js0% | 0% | 0% | 64% | 35%
html0% | 0% | 0% | 0% | 100%
ps10% | 0% | 0% | 0% | 100%
toml0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
tutorials60% | 30% | 8% | 0% | 0%
ax/plot21% | 35% | 25% | 9% | 7%
ax/utils29% | 0% | 17% | 26% | 26%
ax/service23% | 37% | 34% | 3% | <1%
ax/modelbridge0% | 31% | 31% | 17% | 19%
ax/storage0% | 42% | 31% | 12% | 12%
ax/core0% | 14% | 55% | 24% | 5%
website/static0% | 38% | 58% | 0% | 3%
ax/models0% | 8% | 60% | 16% | 14%
ax/benchmark0% | 0% | 66% | 22% | 10%
ax/metrics0% | 0% | 23% | 24% | 51%
website/pages0% | 0% | 0% | 100% | 0%
ax/early_stopping0% | 0% | 0% | 64% | 35%
ax/benchmark20% | 0% | 0% | 73% | 26%
ax/global_stopping0% | 0% | 0% | 87% | 12%
scripts0% | 0% | 0% | 26% | 73%
website/core0% | 0% | 0% | 48% | 51%
ax/runners0% | 0% | 0% | 0% | 100%
ax/exceptions0% | 0% | 0% | 0% | 100%
ROOT0% | 0% | 0% | 0% | 100%
ax0% | 0% | 0% | 0% | 100%
sphinx/source0% | 0% | 0% | 0% | 100%
website0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
1257 -
scatter.py
in ax/plot
 1246 12
core_stubs.py
in ax/utils/testing
 1164 125
1139 -
ax_client.py
in ax/service
 1024 55
scheduler.py
in ax/service
 872 48
decoder.py
in ax/storage/sqa_store
 866 20
795 16
instantiation.py
in ax/service/utils
 743 23
base.py
in ax/modelbridge
 729 39
encoder.py
in ax/storage/sqa_store
 719 24
contour.py
in ax/plot
 688 6
experiment.py
in ax/core
 678 59
modelbridge_utils.py
in ax/modelbridge
 675 27
627 -
helper.py
in ax/plot
 616 25
custom_sphinx.css
in website/static/css
 616 -
decoder.py
in ax/storage/json_store
 591 15
566 -
array.py
in ax/modelbridge
 527 21
factory.py
in ax/modelbridge
 519 16
alebo.py
in ax/models/torch
 518 21
base_sphinx.css
in website/static/css
 500 -
generation_strategy.py
in ax/modelbridge
 474 32
fully_bayesian.py
in ax/models/torch
 469 14
best_point.py
in ax/service/utils
 454 17
benchmark.py
in ax/benchmark
 450 10
botorch_defaults.py
in ax/models/torch
 434 9
encoders.py
in ax/storage/json_store
 431 36
torch.py
in ax/modelbridge
 430 18
search_space.py
in ax/core
 422 33
report_utils.py
in ax/service/utils
 420 13
parameter.py
in ax/core
 419 52
registry.py
in ax/modelbridge
 413 12
slice.py
in ax/plot
 410 5
diagnostic.py
in ax/plot
 398 10
with_db_settings_base.py
in ax/service/utils
 386 19
base_trial.py
in ax/core
 378 62
utils.py
in ax/models/torch
 363 15
botorch.py
in ax/models/torch
 356 11
save.py
in ax/storage/sqa_store
 356 21
345 -
trace.py
in ax/plot
 343 10
load.py
in ax/storage/sqa_store
 332 16
observation.py
in ax/core
 326 17
batch_trial.py
in ax/core
 325 34
model.py
in ax/models/torch/botorch_modular
 324 15
pareto_utils.py
in ax/plot
 320 7
botorch_kg.py
in ax/models/torch
 320 8
winsorize.py
in ax/modelbridge/transforms
 318 10
Files With Most Units (Top 50)
File# lines# units
core_stubs.py
in ax/utils/testing
 1164 125
base_trial.py
in ax/core
 378 62
experiment.py
in ax/core
 678 59
ax_client.py
in ax/service
 1024 55
parameter.py
in ax/core
 419 52
scheduler.py
in ax/service
 872 48
base.py
in ax/modelbridge
 729 39
encoders.py
in ax/storage/json_store
 431 36
batch_trial.py
in ax/core
 325 34
search_space.py
in ax/core
 422 33
generation_strategy.py
in ax/modelbridge
 474 32
modelbridge_utils.py
in ax/modelbridge
 675 27
145 26
313 26
helper.py
in ax/plot
 616 25
encoder.py
in ax/storage/sqa_store
 719 24
235 23
modeling_stubs.py
in ax/utils/testing
 232 23
instantiation.py
in ax/service/utils
 743 23
161 22
backend_simulator.py
in ax/utils/testing
 251 22
array.py
in ax/modelbridge
 527 21
objective.py
in ax/core
 139 21
data.py
in ax/core
 214 21
alebo.py
in ax/models/torch
 518 21
save.py
in ax/storage/sqa_store
 356 21
model_spec.py
in ax/modelbridge
 192 20
map_data.py
in ax/core
 185 20
decoder.py
in ax/storage/sqa_store
 866 20
synthetic_functions.py
in ax/utils/measurement
 216 19
with_db_settings_base.py
in ax/service/utils
 386 19
torch.py
in ax/modelbridge
 430 18
generation_node.py
in ax/modelbridge
 145 18
cross_validation.py
in ax/modelbridge
 244 17
observation.py
in ax/core
 326 17
surrogate.py
in ax/models/torch/botorch_modular
 256 17
best_point.py
in ax/service/utils
 454 17
factory.py
in ax/modelbridge
 519 16
795 16
load.py
in ax/storage/sqa_store
 332 16
utils.py
in ax/models/torch
 363 15
model.py
in ax/models/torch/botorch_modular
 324 15
decoder.py
in ax/storage/json_store
 591 15
trial.py
in ax/core
 131 14
arm.py
in ax/core
 71 14
metric.py
in ax/core
 139 14
145 14
render.py
in ax/utils/report
 62 14
fully_bayesian.py
in ax/models/torch
 469 14
registry_bundle.py
in ax/storage
 111 14
Files With Long Lines (Top 6)

There are 6 files with lines longer than 120 characters. In total, there are 159 long lines.

File# lines# units# long lines
1257 - 53
1139 - 39
566 - 38
627 - 21
345 - 7
Tutorial.js
in website/core
 112 3 1
Correlations

File Size vs. Commits (all time): 310 points

ax/global_stopping/strategies/improvement.py x: 3 commits (all time) y: 151 lines of code ax/service/ax_client.py x: 143 commits (all time) y: 1024 lines of code ax/service/utils/report_utils.py x: 51 commits (all time) y: 420 lines of code ax/metrics/curve.py x: 15 commits (all time) y: 223 lines of code setup.py x: 52 commits (all time) y: 71 lines of code ax/models/torch/botorch_modular/surrogate.py x: 26 commits (all time) y: 256 lines of code ax/models/torch/utils.py x: 33 commits (all time) y: 363 lines of code ax/plot/benchmark.py x: 1 commits (all time) y: 114 lines of code ax/storage/botorch_modular_registry.py x: 12 commits (all time) y: 118 lines of code ax/global_stopping/strategies/__init__.py x: 2 commits (all time) y: 6 lines of code ax/global_stopping/strategies/base.py x: 2 commits (all time) y: 14 lines of code ax/utils/testing/benchmark_stubs.py x: 4 commits (all time) y: 116 lines of code ax/service/utils/instantiation.py x: 53 commits (all time) y: 743 lines of code ax/core/__init__.py x: 6 commits (all time) y: 62 lines of code ax/core/parameter_distribution.py x: 1 commits (all time) y: 34 lines of code ax/metrics/torchx.py x: 1 commits (all time) y: 43 lines of code ax/runners/synthetic.py x: 5 commits (all time) y: 16 lines of code ax/runners/torchx.py x: 1 commits (all time) y: 82 lines of code ax/storage/json_store/decoder.py x: 42 commits (all time) y: 591 lines of code ax/storage/json_store/decoders.py x: 18 commits (all time) y: 151 lines of code ax/storage/json_store/encoder.py x: 19 commits (all time) y: 155 lines of code ax/storage/json_store/encoders.py x: 58 commits (all time) y: 431 lines of code ax/storage/json_store/registry.py x: 38 commits (all time) y: 242 lines of code ax/utils/testing/core_stubs.py x: 93 commits (all time) y: 1164 lines of code ax/benchmark2/__init__.py x: 2 commits (all time) y: 23 lines of code ax/benchmark2/benchmark.py x: 3 commits (all time) y: 45 lines of code ax/benchmark2/benchmark_problem.py x: 3 commits (all time) y: 114 lines of code ax/benchmark2/benchmark_result.py x: 2 commits (all time) y: 109 lines of code ax/runners/botorch_test_problem.py x: 1 commits (all time) y: 21 lines of code ax/service/scheduler.py x: 53 commits (all time) y: 872 lines of code ax/service/utils/best_point_mixin.py x: 5 commits (all time) y: 153 lines of code ax/service/utils/best_point.py x: 35 commits (all time) y: 454 lines of code ax/exceptions/core.py x: 13 commits (all time) y: 56 lines of code ax/global_stopping/__init__.py x: 1 commits (all time) y: 2 lines of code ax/core/base_trial.py x: 52 commits (all time) y: 378 lines of code ax/service/utils/with_db_settings_base.py x: 37 commits (all time) y: 386 lines of code ax/core/experiment.py x: 94 commits (all time) y: 678 lines of code ax/models/torch/botorch_modular/acquisition.py x: 32 commits (all time) y: 282 lines of code ax/storage/metric_registry.py x: 14 commits (all time) y: 80 lines of code ax/storage/runner_registry.py x: 7 commits (all time) y: 61 lines of code ax/storage/sqa_store/decoder.py x: 79 commits (all time) y: 866 lines of code ax/storage/sqa_store/encoder.py x: 73 commits (all time) y: 719 lines of code ax/service/managed_loop.py x: 18 commits (all time) y: 250 lines of code tutorials/modular_botax.ipynb x: 5 commits (all time) y: 1257 lines of code website/pages/en/index.js x: 7 commits (all time) y: 184 lines of code website/static/css/custom.css x: 9 commits (all time) y: 243 lines of code ax/models/torch/fully_bayesian.py x: 13 commits (all time) y: 469 lines of code ax/plot/pareto_utils.py x: 22 commits (all time) y: 320 lines of code ax/core/data.py x: 40 commits (all time) y: 214 lines of code ax/core/map_data.py x: 13 commits (all time) y: 185 lines of code ax/modelbridge/dispatch_utils.py x: 32 commits (all time) y: 314 lines of code ax/storage/sqa_store/load.py x: 22 commits (all time) y: 332 lines of code ax/modelbridge/array.py x: 41 commits (all time) y: 527 lines of code ax/modelbridge/base.py x: 49 commits (all time) y: 729 lines of code ax/modelbridge/modelbridge_utils.py x: 44 commits (all time) y: 675 lines of code ax/utils/testing/mock.py x: 2 commits (all time) y: 64 lines of code ax/metrics/chemistry.py x: 3 commits (all time) y: 71 lines of code ax/models/torch/botorch_modular/list_surrogate.py x: 14 commits (all time) y: 106 lines of code ax/metrics/tensorboard.py x: 9 commits (all time) y: 76 lines of code ax/models/torch/botorch_modular/optimizer_argparse.py x: 1 commits (all time) y: 94 lines of code ax/models/torch/botorch_moo_defaults.py x: 24 commits (all time) y: 300 lines of code ax/plot/table_view.py x: 17 commits (all time) y: 103 lines of code ax/utils/measurement/synthetic_functions.py x: 18 commits (all time) y: 216 lines of code ax/utils/testing/torch_stubs.py x: 4 commits (all time) y: 36 lines of code ax/storage/json_store/load.py x: 6 commits (all time) y: 20 lines of code ax/storage/json_store/save.py x: 7 commits (all time) y: 29 lines of code ax/storage/sqa_store/sqa_config.py x: 17 commits (all time) y: 82 lines of code ax/modelbridge/torch.py x: 36 commits (all time) y: 430 lines of code ax/modelbridge/transforms/base.py x: 7 commits (all time) y: 83 lines of code ax/core/types.py x: 16 commits (all time) y: 59 lines of code ax/modelbridge/discrete.py x: 13 commits (all time) y: 172 lines of code ax/modelbridge/factory.py x: 34 commits (all time) y: 519 lines of code ax/modelbridge/random.py x: 14 commits (all time) y: 75 lines of code ax/modelbridge/transforms/cap_parameter.py x: 5 commits (all time) y: 33 lines of code ax/modelbridge/transforms/cast.py x: 6 commits (all time) y: 51 lines of code ax/modelbridge/transforms/centered_unit_x.py x: 10 commits (all time) y: 59 lines of code ax/modelbridge/transforms/choice_encode.py x: 5 commits (all time) y: 134 lines of code ax/modelbridge/transforms/convert_metric_names.py x: 8 commits (all time) y: 105 lines of code ax/modelbridge/transforms/int_range_to_choice.py x: 7 commits (all time) y: 51 lines of code ax/modelbridge/transforms/int_to_float.py x: 8 commits (all time) y: 103 lines of code ax/modelbridge/transforms/inverse_gaussian_cdf_y.py x: 7 commits (all time) y: 43 lines of code ax/modelbridge/transforms/log.py x: 5 commits (all time) y: 52 lines of code ax/modelbridge/transforms/log_y.py x: 13 commits (all time) y: 133 lines of code ax/modelbridge/transforms/logit.py x: 4 commits (all time) y: 52 lines of code ax/modelbridge/transforms/one_hot.py x: 10 commits (all time) y: 116 lines of code ax/modelbridge/transforms/percentile_y.py x: 10 commits (all time) y: 70 lines of code ax/modelbridge/transforms/power_transform_y.py x: 5 commits (all time) y: 124 lines of code ax/modelbridge/transforms/relativize.py x: 5 commits (all time) y: 161 lines of code ax/modelbridge/transforms/search_space_to_choice.py x: 7 commits (all time) y: 67 lines of code ax/modelbridge/transforms/standardize_y.py x: 11 commits (all time) y: 92 lines of code ax/modelbridge/transforms/stratified_standardize_y.py x: 7 commits (all time) y: 99 lines of code ax/modelbridge/transforms/task_encode.py x: 8 commits (all time) y: 64 lines of code ax/modelbridge/transforms/unit_x.py x: 7 commits (all time) y: 73 lines of code ax/modelbridge/transforms/winsorize.py x: 13 commits (all time) y: 318 lines of code ax/models/discrete/full_factorial.py x: 6 commits (all time) y: 48 lines of code ax/models/discrete/thompson.py x: 19 commits (all time) y: 194 lines of code ax/models/discrete_base.py x: 7 commits (all time) y: 47 lines of code ax/models/model_utils.py x: 19 commits (all time) y: 289 lines of code ax/models/numpy_base.py x: 10 commits (all time) y: 61 lines of code ax/models/random/alebo_initializer.py x: 9 commits (all time) y: 50 lines of code ax/models/random/base.py x: 14 commits (all time) y: 151 lines of code ax/models/random/rembo_initializer.py x: 8 commits (all time) y: 40 lines of code ax/models/random/sobol.py x: 21 commits (all time) y: 93 lines of code ax/models/torch/alebo.py x: 28 commits (all time) y: 518 lines of code ax/models/torch/botorch.py x: 52 commits (all time) y: 356 lines of code ax/models/torch/botorch_defaults.py x: 65 commits (all time) y: 434 lines of code ax/models/torch/botorch_kg.py x: 18 commits (all time) y: 320 lines of code ax/models/torch/botorch_mes.py x: 14 commits (all time) y: 214 lines of code ax/models/torch/botorch_modular/model.py x: 28 commits (all time) y: 324 lines of code ax/models/torch/botorch_modular/utils.py x: 15 commits (all time) y: 120 lines of code ax/models/torch/botorch_moo.py x: 18 commits (all time) y: 236 lines of code ax/models/torch/cbo_lcea.py x: 4 commits (all time) y: 139 lines of code ax/models/torch_base.py x: 22 commits (all time) y: 80 lines of code ax/models/types.py x: 1 commits (all time) y: 9 lines of code ax/early_stopping/__init__.py x: 3 commits (all time) y: 2 lines of code ax/early_stopping/strategies/__init__.py x: 1 commits (all time) y: 14 lines of code ax/early_stopping/strategies/base.py x: 1 commits (all time) y: 182 lines of code ax/early_stopping/strategies/percentile.py x: 1 commits (all time) y: 134 lines of code ax/early_stopping/strategies/threshold.py x: 1 commits (all time) y: 99 lines of code ax/core/observation.py x: 36 commits (all time) y: 326 lines of code ax/core/multi_type_experiment.py x: 17 commits (all time) y: 145 lines of code ax/core/metric.py x: 31 commits (all time) y: 139 lines of code ax/metrics/branin_map.py x: 11 commits (all time) y: 114 lines of code ax/modelbridge/registry.py x: 50 commits (all time) y: 413 lines of code ax/core/search_space.py x: 21 commits (all time) y: 422 lines of code ax/modelbridge/__init__.py x: 5 commits (all time) y: 25 lines of code ax/modelbridge/cross_validation.py x: 17 commits (all time) y: 244 lines of code ax/modelbridge/model_spec.py x: 12 commits (all time) y: 192 lines of code ax/core/parameter.py x: 40 commits (all time) y: 419 lines of code ax/modelbridge/strategies/alebo.py x: 10 commits (all time) y: 98 lines of code ax/modelbridge/strategies/rembo.py x: 14 commits (all time) y: 204 lines of code ax/benchmark/__init__.py x: 2 commits (all time) y: 1 lines of code ax/benchmark/benchmark.py x: 22 commits (all time) y: 450 lines of code ax/benchmark/benchmark_problem.py x: 12 commits (all time) y: 126 lines of code ax/benchmark/benchmark_result.py x: 14 commits (all time) y: 274 lines of code ax/benchmark/botorch_methods.py x: 6 commits (all time) y: 122 lines of code ax/benchmark/botorch_modular/standard_methods.py x: 3 commits (all time) y: 64 lines of code ax/benchmark/botorch_modular/standard_problems.py x: 2 commits (all time) y: 25 lines of code ax/core/arm.py x: 8 commits (all time) y: 71 lines of code ax/core/batch_trial.py x: 35 commits (all time) y: 325 lines of code ax/core/generator_run.py x: 20 commits (all time) y: 235 lines of code ax/core/map_metric.py x: 8 commits (all time) y: 6 lines of code ax/core/objective.py x: 15 commits (all time) y: 139 lines of code ax/core/optimization_config.py x: 19 commits (all time) y: 313 lines of code ax/core/outcome_constraint.py x: 12 commits (all time) y: 161 lines of code ax/core/parameter_constraint.py x: 13 commits (all time) y: 145 lines of code ax/core/runner.py x: 11 commits (all time) y: 44 lines of code ax/core/trial.py x: 21 commits (all time) y: 131 lines of code ax/core/utils.py x: 7 commits (all time) y: 144 lines of code ax/early_stopping/utils.py x: 7 commits (all time) y: 58 lines of code ax/exceptions/constants.py x: 4 commits (all time) y: 9 lines of code ax/exceptions/data_provider.py x: 3 commits (all time) y: 17 lines of code ax/exceptions/generation_strategy.py x: 4 commits (all time) y: 15 lines of code ax/exceptions/model.py x: 3 commits (all time) y: 5 lines of code ax/exceptions/storage.py x: 3 commits (all time) y: 13 lines of code ax/metrics/__init__.py x: 5 commits (all time) y: 10 lines of code ax/metrics/factorial.py x: 6 commits (all time) y: 85 lines of code ax/metrics/noisy_function.py x: 7 commits (all time) y: 85 lines of code ax/metrics/sklearn.py x: 3 commits (all time) y: 124 lines of code ax/modelbridge/generation_node.py x: 10 commits (all time) y: 145 lines of code ax/modelbridge/generation_strategy.py x: 92 commits (all time) y: 474 lines of code ax/modelbridge/transforms/rounding.py x: 5 commits (all time) y: 46 lines of code ax/models/base.py x: 6 commits (all time) y: 14 lines of code ax/models/discrete/eb_thompson.py x: 2 commits (all time) y: 34 lines of code ax/models/random/uniform.py x: 4 commits (all time) y: 10 lines of code ax/models/torch/botorch_modular/multi_fidelity.py x: 4 commits (all time) y: 70 lines of code ax/models/torch/cbo_sac.py x: 3 commits (all time) y: 84 lines of code ax/models/torch/fully_bayesian_model_utils.py x: 3 commits (all time) y: 173 lines of code ax/models/torch/posterior_mean.py x: 5 commits (all time) y: 42 lines of code ax/plot/bandit_rollout.py x: 5 commits (all time) y: 56 lines of code ax/plot/base.py x: 16 commits (all time) y: 50 lines of code ax/plot/color.py x: 4 commits (all time) y: 92 lines of code ax/plot/contour.py x: 18 commits (all time) y: 688 lines of code ax/plot/css/base.css x: 2 commits (all time) y: 41 lines of code ax/plot/diagnostic.py x: 22 commits (all time) y: 398 lines of code ax/plot/feature_importances.py x: 20 commits (all time) y: 175 lines of code ax/plot/helper.py x: 25 commits (all time) y: 616 lines of code ax/plot/js/common/helpers.js x: 3 commits (all time) y: 189 lines of code ax/plot/parallel_coordinates.py x: 2 commits (all time) y: 38 lines of code ax/plot/pareto_frontier.py x: 14 commits (all time) y: 795 lines of code ax/plot/render.py x: 11 commits (all time) y: 78 lines of code ax/plot/scatter.py x: 28 commits (all time) y: 1246 lines of code ax/plot/slice.py x: 11 commits (all 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File Size vs. Commits (90 days): 138 points

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File Size vs. Contributors (90 days): 138 points

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