aws / sagemaker-python-sdk
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 201 files with 29,074 lines of code.
    • 3 very long files (5,845 lines of code)
    • 8 long files (5,567 lines of code)
    • 30 medium size files (8,487 lines of codeclsfd_ftr_w_mp_ins)
    • 38 small files (5,047 lines of code)
    • 122 very small files (4,128 lines of code)
20% | 19% | 29% | 17% | 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
py20% | 19% | 29% | 17% | 14%
cfg0% | 0% | 0% | 0% | 100%
in0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
src/sagemaker35% | 27% | 21% | 10% | 5%
src/sagemaker/model_monitor65% | 24% | 6% | 0% | 3%
src/sagemaker/spark0% | 99% | 0% | 0% | <1%
src/sagemaker/local0% | 41% | 46% | 8% | 3%
src/sagemaker/workflow0% | 16% | 53% | 6% | 23%
src/sagemaker/lineage0% | 0% | 57% | 22% | 19%
src/sagemaker/amazon0% | 0% | 38% | 48% | 13%
src/sagemaker/automl0% | 0% | 99% | 0% | <1%
src/sagemaker/tensorflow0% | 0% | 88% | 0% | 11%
src/sagemaker/feature_store0% | 0% | 79% | 0% | 20%
src/sagemaker/debugger0% | 0% | 39% | 42% | 17%
src/sagemaker/rl0% | 0% | 97% | 0% | 2%
src/sagemaker/cli0% | 0% | 0% | 48% | 51%
src/sagemaker/huggingface0% | 0% | 0% | 80% | 19%
src/sagemaker/mxnet0% | 0% | 0% | 83% | 16%
src/sagemaker/pytorch0% | 0% | 0% | 82% | 17%
src/sagemaker/apiutils0% | 0% | 0% | 72% | 27%
src/sagemaker/sklearn0% | 0% | 0% | 50% | 49%
src/sagemaker/chainer0% | 0% | 0% | 57% | 42%
ci-scripts0% | 0% | 0% | 100% | 0%
src/sagemaker/xgboost0% | 0% | 0% | 44% | 55%
src/sagemaker/wrangler0% | 0% | 0% | 61% | 38%
ROOT0% | 0% | 0% | 0% | 100%
src/sagemaker/dataset_definition0% | 0% | 0% | 0% | 100%
src/sagemaker/async_inference0% | 0% | 0% | 0% | 100%
src/sagemaker/training_compiler0% | 0% | 0% | 0% | 100%
doc0% | 0% | 0% | 0% | 100%
src/sagemaker/sparkml0% | 0% | 0% | 0% | 100%
src/sagemaker/serverless0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
session.py
in src/sagemaker
 2521 114
model_monitoring.py
in src/sagemaker/model_monitor
 2065 67
estimator.py
in src/sagemaker
 1259 68
tuner.py
in src/sagemaker
 827 52
clarify_model_monitoring.py
in src/sagemaker/model_monitor
 786 29
processing.py
in src/sagemaker
 777 44
model.py
in src/sagemaker
 722 32
processing.py
in src/sagemaker/spark
 675 31
clarify.py
in src/sagemaker
 631 26
image.py
in src/sagemaker/local
 592 33
airflow.py
in src/sagemaker/workflow
 557 20
steps.py
in src/sagemaker/workflow
 437 36
automl.py
in src/sagemaker/automl
 430 22
entities.py
in src/sagemaker/local
 398 24
feature_group.py
in src/sagemaker/feature_store
 386 20
analytics.py
in src/sagemaker
 379 41
artifact.py
in src/sagemaker/lineage
 320 25
predictor.py
in src/sagemaker
 311 23
fw_utils.py
in src/sagemaker
 311 16
quality_check_step.py
in src/sagemaker/workflow
 308 7
clarify_check_step.py
in src/sagemaker/workflow
 289 8
algorithm.py
in src/sagemaker
 285 20
pipeline.py
in src/sagemaker/workflow
 283 19
transformer.py
in src/sagemaker
 282 19
debugger.py
in src/sagemaker/debugger
 281 21
utils.py
in src/sagemaker
 280 29
local_session.py
in src/sagemaker/local
 267 24
context.py
in src/sagemaker/lineage
 261 17
step_collections.py
in src/sagemaker/workflow
 260 4
linear_learner.py
in src/sagemaker/amazon
 254 5
query.py
in src/sagemaker/lineage
 249 19
estimator.py
in src/sagemaker/rl
 247 13
estimator.py
in src/sagemaker/tensorflow
 237 10
_utils.py
in src/sagemaker/workflow
 235 9
job.py
in src/sagemaker
 222 16
image_uris.py
in src/sagemaker
 220 12
model.py
in src/sagemaker/tensorflow
 219 13
monitoring_files.py
in src/sagemaker/model_monitor
 214 15
amazon_estimator.py
in src/sagemaker/amazon
 213 20
object2vec.py
in src/sagemaker/amazon
 206 5
candidate_estimator.py
in src/sagemaker/automl
 203 12
metrics_config.py
in src/sagemaker/debugger
 192 14
estimator.py
in src/sagemaker/huggingface
 180 5
predictor_async.py
in src/sagemaker
 172 15
serde.py
in src/sagemaker/cli/compatibility/v2/modifiers
 171 15
visualizer.py
in src/sagemaker/lineage
 164 13
action.py
in src/sagemaker/lineage
 163 11
common.py
in src/sagemaker/amazon
 160 14
multidatamodel.py
in src/sagemaker
 157 5
framework_upgrade.py
in src/sagemaker/cli
 153 7
Files With Most Units (Top 20)
File# lines# units
session.py
in src/sagemaker
 2521 114
estimator.py
in src/sagemaker
 1259 68
model_monitoring.py
in src/sagemaker/model_monitor
 2065 67
tuner.py
in src/sagemaker
 827 52
processing.py
in src/sagemaker
 777 44
analytics.py
in src/sagemaker
 379 41
steps.py
in src/sagemaker/workflow
 437 36
image.py
in src/sagemaker/local
 592 33
model.py
in src/sagemaker
 722 32
processing.py
in src/sagemaker/spark
 675 31
clarify_model_monitoring.py
in src/sagemaker/model_monitor
 786 29
utils.py
in src/sagemaker
 280 29
renamed_params.py
in src/sagemaker/cli/compatibility/v2/modifiers
 150 27
clarify.py
in src/sagemaker
 631 26
artifact.py
in src/sagemaker/lineage
 320 25
entities.py
in src/sagemaker/local
 398 24
local_session.py
in src/sagemaker/local
 267 24
predictor.py
in src/sagemaker
 311 23
data.py
in src/sagemaker/local
 129 22
automl.py
in src/sagemaker/automl
 430 22
Files With Long Lines (Top 0)

There are 0 files with lines longer than 120 characters. In total, there are 0 long lines.

File# lines# units# long lines