aws / sagemaker-python-sdk
File Size

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

Intro
Learn more...
File Size Overall
24% | 22% | 22% | 17% | 12%
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
py24% | 22% | 22% | 17% | 12%
proto0% | 0% | 0% | 100% | 0%
toml0% | 0% | 0% | 0% | 100%
in0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
src24% | 22% | 22% | 17% | 12%
doc0% | 0% | 82% | 0% | 17%
ci-scripts0% | 0% | 0% | 100% | 0%
ROOT0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
session.py
in src/sagemaker
 4992 194
model_monitoring.py
in src/sagemaker/model_monitor
 2542 73
types.py
in src/sagemaker/jumpstart
 2196 104
estimator.py
in src/sagemaker
 1903 83
clarify.py
in src/sagemaker
 1618 45
model_builder.py
in src/sagemaker/serve/builder
 1601 48
model.py
in src/sagemaker
 1490 46
tuner.py
in src/sagemaker
 1223 70
utils.py
in src/sagemaker/jumpstart
 1159 49
config_schema.py
in src/sagemaker/config
 1141 1
model_card.py
in src/sagemaker/model_card
 1116 67
processing.py
in src/sagemaker
 996 46
job.py
in src/sagemaker/remote_function
 956 23
utils.py
in src/sagemaker
 905 78
clarify_model_monitoring.py
in src/sagemaker/model_monitor
 892 30
automlv2.py
in src/sagemaker/automl
 840 35
jumpstart_builder.py
in src/sagemaker/serve/builder
 815 28
processing.py
in src/sagemaker/spark
 781 32
model_trainer.py
in src/sagemaker/modules/train
 729 22
model.py
in src/sagemaker/jumpstart/factory
 720 28
image.py
in src/sagemaker/local
 702 35
pipeline.py
in src/sagemaker/workflow
 700 38
dataset_builder.py
in src/sagemaker/feature_store
 685 23
estimator.py
in src/sagemaker/jumpstart/factory
 684 23
feature_group.py
in src/sagemaker/feature_store
 681 37
steps.py
in src/sagemaker/workflow
 679 43
entities.py
in src/sagemaker/local
 674 51
fw_utils.py
in src/sagemaker
 672 25
feature_scheduler.py
in src/sagemaker/feature_store/feature_processor
 647 22
client.py
in src/sagemaker/remote_function
 643 23
interfaces.py
in src/sagemaker/jumpstart/hub
 635 40
automl.py
in src/sagemaker/automl
 589 23
model.py
in src/sagemaker/jumpstart
 584 18
airflow.py
in src/sagemaker/workflow
 577 20
image_uris.py
in src/sagemaker
 553 23
base_predictor.py
in src/sagemaker
 534 31
_feature_processor_lineage.py
in src/sagemaker/feature_store/feature_processor/lineage
 532 20
run.py
in src/sagemaker/experiments
 507 23
cache.py
in src/sagemaker/jumpstart
 460 25
transformer.py
in src/sagemaker
 446 20
query.py
in src/sagemaker/lineage
 432 34
tgi_builder.py
in src/sagemaker/serve/builder
 418 10
local_session.py
in src/sagemaker/local
 417 32
estimator.py
in src/sagemaker/pytorch
 412 11
bootstrap_runtime_environment.py
in src/sagemaker/remote_function/runtime_environment
 411 16
inference_recommender_mixin.py
in src/sagemaker/inference_recommender
 410 15
estimator.py
in src/sagemaker/jumpstart
 398 8
djl_builder.py
in src/sagemaker/serve/builder
 392 10
pipeline.py
in src/sagemaker/local
 389 28
analytics.py
in src/sagemaker
 383 41
Files With Most Units (Top 50)
File# lines# units
session.py
in src/sagemaker
 4992 194
types.py
in src/sagemaker/jumpstart
 2196 104
estimator.py
in src/sagemaker
 1903 83
utils.py
in src/sagemaker
 905 78
model_monitoring.py
in src/sagemaker/model_monitor
 2542 73
tuner.py
in src/sagemaker
 1223 70
model_card.py
in src/sagemaker/model_card
 1116 67
entities.py
in src/sagemaker/local
 674 51
utils.py
in src/sagemaker/jumpstart
 1159 49
model_builder.py
in src/sagemaker/serve/builder
 1601 48
processing.py
in src/sagemaker
 996 46
model.py
in src/sagemaker
 1490 46
clarify.py
in src/sagemaker
 1618 45
predictors.py
in src/sagemaker/serve/utils
 290 43
steps.py
in src/sagemaker/workflow
 679 43
helpers.py
in src/sagemaker/model_card
 206 42
analytics.py
in src/sagemaker
 383 41
interfaces.py
in src/sagemaker/jumpstart/hub
 635 40
pipeline.py
in src/sagemaker/workflow
 700 38
feature_group.py
in src/sagemaker/feature_store
 681 37
automlv2.py
in src/sagemaker/automl
 840 35
image.py
in src/sagemaker/local
 702 35
filters.py
in src/sagemaker/jumpstart
 350 35
query.py
in src/sagemaker/lineage
 432 34
local_session.py
in src/sagemaker/local
 417 32
processing.py
in src/sagemaker/spark
 781 32
base_predictor.py
in src/sagemaker
 534 31
runtime_environment_manager.py
in src/sagemaker/remote_function/runtime_environment
 253 31
clarify_model_monitoring.py
in src/sagemaker/model_monitor
 892 30
_steps_compiler.py
in src/sagemaker/workflow
 261 29
jumpstart_builder.py
in src/sagemaker/serve/builder
 815 28
pipeline.py
in src/sagemaker/local
 389 28
model.py
in src/sagemaker/jumpstart/factory
 720 28
base_serializers.py
in src/sagemaker
 181 28
renamed_params.py
in src/sagemaker/cli/compatibility/v2/modifiers
 150 27
_metrics.py
in src/sagemaker/experiments
 183 27
artifact.py
in src/sagemaker/lineage
 321 25
cache.py
in src/sagemaker/jumpstart
 460 25
fw_utils.py
in src/sagemaker
 672 25
automl.py
in src/sagemaker/automl
 589 23
estimator.py
in src/sagemaker/jumpstart/factory
 684 23
dataset_builder.py
in src/sagemaker/feature_store
 685 23
client.py
in src/sagemaker/remote_function
 643 23
job.py
in src/sagemaker/remote_function
 956 23
run.py
in src/sagemaker/experiments
 507 23
image_uris.py
in src/sagemaker
 553 23
model_trainer.py
in src/sagemaker/modules/train
 729 22
data.py
in src/sagemaker/local
 129 22
debugger.py
in src/sagemaker/debugger
 314 22
base_deserializers.py
in src/sagemaker
 146 22
Files With Long Lines (Top 2)

There are 2 files with lines longer than 120 characters. In total, there are 2 long lines.

File# lines# units# long lines
model_card.py
in src/sagemaker/model_card
 1116 67 1
environment_variables.py
in src/sagemaker/jumpstart/artifacts
 142 2 1
Correlations

File Size vs. Commits (all time): 519 points

src/sagemaker/session.py x: 289 commits (all time) y: 4992 lines of code src/sagemaker/serve/builder/model_builder.py x: 54 commits (all time) y: 1601 lines of code src/sagemaker/serve/mode/sagemaker_endpoint_mode.py x: 9 commits (all time) y: 130 lines of code src/sagemaker/serve/model_server/smd/custom_execution_inference.py x: 1 commits (all time) y: 37 lines of code src/sagemaker/serve/model_server/smd/prepare.py x: 1 commits (all time) y: 46 lines of code src/sagemaker/serve/spec/inference_base.py x: 1 commits (all time) y: 18 lines of code src/sagemaker/serve/utils/telemetry_logger.py x: 13 commits (all time) y: 217 lines of code src/sagemaker/serve/utils/types.py x: 8 commits (all time) y: 37 lines of code src/sagemaker/modules/configs.py x: 10 commits (all time) y: 83 lines of code src/sagemaker/modules/train/model_trainer.py x: 36 commits (all time) y: 729 lines of code src/sagemaker/processing.py x: 75 commits (all time) y: 996 lines of code doc/conf.py x: 60 commits (all time) y: 60 lines of code pyproject.toml x: 19 commits (all time) y: 86 lines of code src/sagemaker/config/config_schema.py x: 17 commits (all time) y: 1141 lines of code src/sagemaker/feature_store/dataset_builder.py x: 7 commits (all time) y: 685 lines of code src/sagemaker/jumpstart/factory/model.py x: 44 commits (all time) y: 720 lines of code src/sagemaker/local/entities.py x: 39 commits (all time) y: 674 lines of code src/sagemaker/model_monitor/clarify_model_monitoring.py x: 18 commits (all time) y: 892 lines of code src/sagemaker/serve/model_server/multi_model_server/prepare.py x: 4 commits (all time) y: 67 lines of code src/sagemaker/workflow/notebook_job_step.py x: 5 commits (all time) y: 329 lines of code src/sagemaker/workflow/steps.py x: 52 commits (all time) y: 679 lines of code src/sagemaker/jumpstart/accessors.py x: 12 commits (all time) y: 236 lines of code src/sagemaker/jumpstart/estimator.py x: 28 commits (all time) y: 398 lines of code src/sagemaker/jumpstart/utils.py x: 43 commits (all time) y: 1159 lines of code src/sagemaker/jumpstart/cache.py x: 20 commits (all time) y: 460 lines of code src/sagemaker/fw_utils.py x: 160 commits (all time) y: 672 lines of code src/sagemaker/image_uris.py x: 76 commits (all time) y: 553 lines of code src/sagemaker/jumpstart/constants.py x: 29 commits (all time) y: 145 lines of code src/sagemaker/remote_function/client.py x: 20 commits (all time) y: 643 lines of code src/sagemaker/remote_function/job.py x: 20 commits (all time) y: 956 lines of code src/sagemaker/serve/builder/jumpstart_builder.py x: 16 commits (all time) y: 815 lines of code src/sagemaker/huggingface/model.py x: 40 commits (all time) y: 280 lines of code src/sagemaker/model.py x: 216 commits (all time) y: 1490 lines of code src/sagemaker/tensorflow/model.py x: 89 commits (all time) y: 329 lines of code src/sagemaker/jumpstart/hub/hub.py x: 6 commits (all time) y: 196 lines of code src/sagemaker/jumpstart/hub/utils.py x: 12 commits (all time) y: 175 lines of code src/sagemaker/_studio.py x: 6 commits (all time) y: 49 lines of code src/sagemaker/jumpstart/factory/estimator.py x: 35 commits (all time) y: 684 lines of code src/sagemaker/jumpstart/hub/interfaces.py x: 5 commits (all time) y: 635 lines of code src/sagemaker/jumpstart/hub/parsers.py x: 7 commits (all time) y: 224 lines of code src/sagemaker/jumpstart/types.py x: 66 commits (all time) y: 2196 lines of code src/sagemaker/workflow/pipeline.py x: 43 commits (all time) y: 700 lines of code src/sagemaker/modules/distributed.py x: 7 commits (all time) y: 48 lines of code src/sagemaker/modules/templates.py x: 11 commits (all time) y: 5 lines of code src/sagemaker/modules/train/container_drivers/__init__.py x: 2 commits (all time) y: 1 lines of code src/sagemaker/modules/train/container_drivers/common/utils.py x: 1 commits (all time) y: 119 lines of code src/sagemaker/modules/train/container_drivers/distributed_drivers/mpi_utils.py x: 1 commits (all time) y: 197 lines of code src/sagemaker/modules/train/container_drivers/distributed_drivers/torchrun_driver.py x: 1 commits (all time) y: 73 lines of code src/sagemaker/modules/train/container_drivers/scripts/environment.py x: 7 commits (all time) y: 205 lines of code src/sagemaker/estimator.py x: 281 commits (all time) y: 1903 lines of code src/sagemaker/inputs.py x: 26 commits (all time) y: 124 lines of code src/sagemaker/job.py x: 33 commits (all time) y: 280 lines of code src/sagemaker/jumpstart/artifacts/model_uris.py x: 10 commits (all time) y: 139 lines of code src/sagemaker/s3_utils.py x: 2 commits (all time) y: 55 lines of code src/sagemaker/pipeline.py x: 46 commits (all time) y: 296 lines of code src/sagemaker/utils.py x: 100 commits (all time) y: 905 lines of code src/sagemaker/experiments/_metrics.py x: 3 commits (all time) y: 183 lines of code src/sagemaker/serve/detector/dependency_manager.py x: 6 commits (all time) y: 86 lines of code src/sagemaker/serve/detector/pickle_dependencies.py x: 4 commits (all time) y: 91 lines of code src/sagemaker/huggingface/estimator.py x: 19 commits (all time) y: 199 lines of code src/sagemaker/amazon/common.py x: 21 commits (all time) y: 10 lines of code src/sagemaker/base_deserializers.py x: 6 commits (all time) y: 146 lines of code src/sagemaker/tuner.py x: 91 commits (all time) y: 1223 lines of code src/sagemaker/amazon/factorization_machines.py x: 33 commits (all time) y: 165 lines of code src/sagemaker/amazon/kmeans.py x: 40 commits (all time) y: 121 lines of code src/sagemaker/amazon/knn.py x: 33 commits (all time) y: 129 lines of code src/sagemaker/amazon/lda.py x: 36 commits (all time) y: 103 lines of code src/sagemaker/amazon/linear_learner.py x: 44 commits (all time) y: 277 lines of code src/sagemaker/amazon/ntm.py x: 35 commits (all time) y: 137 lines of code src/sagemaker/amazon/pca.py x: 37 commits (all time) y: 114 lines of code src/sagemaker/amazon/randomcutforest.py x: 34 commits (all time) y: 100 lines of code src/sagemaker/cli/compatibility/v2/modifiers/serde.py x: 7 commits (all time) y: 171 lines of code src/sagemaker/deserializers.py x: 27 commits (all time) y: 71 lines of code src/sagemaker/serializers.py x: 22 commits (all time) y: 73 lines of code src/sagemaker/amazon/hyperparameter.py x: 12 commits (all time) y: 49 lines of code src/sagemaker/amazon/ipinsights.py x: 29 commits (all time) y: 117 lines of code src/sagemaker/automl/automl.py x: 35 commits (all time) y: 589 lines of code src/sagemaker/automl/automlv2.py x: 3 commits (all time) y: 840 lines of code src/sagemaker/chainer/model.py x: 45 commits (all time) y: 182 lines of code src/sagemaker/djl_inference/model.py x: 22 commits (all time) y: 131 lines of code src/sagemaker/jumpstart/model.py x: 39 commits (all time) y: 584 lines of code src/sagemaker/multidatamodel.py x: 25 commits (all time) y: 172 lines of code src/sagemaker/mxnet/model.py x: 64 commits (all time) y: 188 lines of code src/sagemaker/pytorch/model.py x: 63 commits (all time) y: 188 lines of code src/sagemaker/serve/utils/tuning.py x: 5 commits (all time) y: 220 lines of code src/sagemaker/sklearn/model.py x: 51 commits (all time) y: 171 lines of code src/sagemaker/xgboost/model.py x: 45 commits (all time) y: 168 lines of code src/sagemaker/feature_store/feature_group.py x: 40 commits (all time) y: 681 lines of code src/sagemaker/mxnet/estimator.py x: 72 commits (all time) y: 139 lines of code src/sagemaker/pytorch/estimator.py x: 85 commits (all time) y: 412 lines of code src/sagemaker/rl/estimator.py x: 49 commits (all time) y: 255 lines of code src/sagemaker/sklearn/estimator.py x: 50 commits (all time) y: 150 lines of code src/sagemaker/model_monitor/model_monitoring.py x: 46 commits (all time) y: 2542 lines of code src/sagemaker/remote_function/runtime_environment/bootstrap_runtime_environment.py x: 9 commits (all time) y: 411 lines of code src/sagemaker/remote_function/runtime_environment/mpi_utils_remote.py x: 1 commits (all time) y: 150 lines of code src/sagemaker/telemetry/constants.py x: 4 commits (all time) y: 47 lines of code src/sagemaker/telemetry/telemetry_logging.py x: 5 commits (all time) y: 210 lines of code src/sagemaker/serve/model_format/mlflow/constants.py x: 5 commits (all time) y: 39 lines of code src/sagemaker/local/image.py x: 80 commits (all time) y: 702 lines of code src/sagemaker/remote_function/core/stored_function.py x: 7 commits (all time) y: 140 lines of code src/sagemaker/modules/local_core/local_container.py x: 7 commits (all time) y: 348 lines of code src/sagemaker/serve/model_server/torchserve/inference.py x: 8 commits (all time) y: 135 lines of code src/sagemaker/serve/model_server/torchserve/xgboost_inference.py x: 5 commits (all time) y: 146 lines of code src/sagemaker/workflow/utilities.py x: 21 commits (all time) y: 239 lines of code src/sagemaker/serve/detector/image_detector.py x: 3 commits (all time) y: 175 lines of code src/sagemaker/serve/model_format/mlflow/utils.py x: 5 commits (all time) y: 239 lines of code src/sagemaker/jumpstart/artifacts/image_uris.py x: 8 commits (all time) y: 75 lines of code src/sagemaker/jumpstart/hub/parser_utils.py x: 7 commits (all time) y: 37 lines of code MANIFEST.in x: 9 commits (all time) y: 14 lines of code src/sagemaker/__init__.py x: 58 commits (all time) y: 59 lines of code src/sagemaker/modules/constants.py x: 7 commits (all time) y: 19 lines of code src/sagemaker/serve/utils/predictors.py x: 10 commits (all time) y: 290 lines of code src/sagemaker/modules/__init__.py x: 4 commits (all time) y: 4 lines of code src/sagemaker/serve/builder/djl_builder.py x: 11 commits (all time) y: 392 lines of code src/sagemaker/serve/builder/tei_builder.py x: 8 commits (all time) y: 185 lines of code src/sagemaker/serve/builder/tgi_builder.py x: 11 commits (all time) y: 418 lines of code src/sagemaker/serve/model_server/in_process_model_server/app.py x: 2 commits (all time) y: 114 lines of code src/sagemaker/serve/model_server/triton/triton_builder.py x: 7 commits (all time) y: 374 lines of code src/sagemaker/modules/utils.py x: 5 commits (all time) y: 81 lines of code src/sagemaker/serve/builder/transformers_builder.py x: 14 commits (all time) y: 316 lines of code src/sagemaker/serve/model_server/multi_model_server/server.py x: 7 commits (all time) y: 129 lines of code src/sagemaker/serve/spec/inference_spec.py x: 3 commits (all time) y: 11 lines of code src/sagemaker/serve/utils/optimize_utils.py x: 4 commits (all time) y: 248 lines of code src/sagemaker/serve/validations/optimization.py x: 1 commits (all time) y: 181 lines of code src/sagemaker/workflow/_utils.py x: 48 commits (all time) y: 280 lines of code src/sagemaker/workflow/step_collections.py x: 42 commits (all time) y: 316 lines of code hatch_build.py x: 2 commits (all time) y: 29 lines of code src/sagemaker/mlflow/forward_sagemaker_metrics.py x: 2 commits (all time) y: 131 lines of code src/sagemaker/local/utils.py x: 22 commits (all time) y: 113 lines of code src/sagemaker/workflow/_repack_model.py x: 12 commits (all time) y: 77 lines of code src/sagemaker/serve/builder/tf_serving_builder.py x: 3 commits (all time) y: 92 lines of code src/sagemaker/algorithm.py x: 34 commits (all time) y: 302 lines of code src/sagemaker/base_predictor.py x: 13 commits (all time) y: 534 lines of code src/sagemaker/environment_variables.py x: 9 commits (all time) y: 42 lines of code src/sagemaker/hyperparameters.py x: 9 commits (all time) y: 70 lines of code src/sagemaker/jumpstart/artifacts/environment_variables.py x: 9 commits (all time) y: 142 lines of code src/sagemaker/jumpstart/artifacts/hyperparameters.py x: 7 commits (all time) y: 62 lines of code src/sagemaker/jumpstart/artifacts/model_packages.py x: 10 commits (all time) y: 105 lines of code src/sagemaker/jumpstart/artifacts/script_uris.py x: 7 commits (all time) y: 82 lines of code src/sagemaker/serve/utils/exceptions.py x: 5 commits (all time) y: 40 lines of code src/sagemaker/clarify.py x: 50 commits (all time) y: 1618 lines of code src/sagemaker/config/config_utils.py x: 3 commits (all time) y: 123 lines of code src/sagemaker/serve/model_server/tei/server.py x: 4 commits (all time) y: 111 lines of code src/sagemaker/serve/model_server/tgi/server.py x: 5 commits (all time) y: 136 lines of code src/sagemaker/workflow/automl_step.py x: 6 commits (all time) y: 102 lines of code src/sagemaker/workflow/callback_step.py x: 11 commits (all time) y: 74 lines of code src/sagemaker/workflow/clarify_check_step.py x: 18 commits (all time) y: 292 lines of code src/sagemaker/workflow/condition_step.py x: 20 commits (all time) y: 53 lines of code src/sagemaker/workflow/fail_step.py x: 4 commits (all time) y: 29 lines of code src/sagemaker/workflow/lambda_step.py x: 9 commits (all time) y: 89 lines of code src/sagemaker/workflow/monitor_batch_transform_step.py x: 3 commits (all time) y: 99 lines of code src/sagemaker/workflow/quality_check_step.py x: 15 commits (all time) y: 317 lines of code src/sagemaker/workflow/selective_execution_config.py x: 3 commits (all time) y: 25 lines of code setup.py x: 176 commits (all time) y: 42 lines of code src/sagemaker/amazon/amazon_estimator.py x: 72 commits (all time) y: 257 lines of code src/sagemaker/amazon/object2vec.py x: 24 commits (all time) y: 227 lines of code src/sagemaker/chainer/estimator.py x: 51 commits (all time) y: 122 lines of code src/sagemaker/utilities/search_expression.py x: 2 commits (all time) y: 63 lines of code src/sagemaker/workflow/airflow.py x: 54 commits (all time) y: 577 lines of code src/sagemaker/workflow/model_step.py x: 10 commits (all time) y: 210 lines of code src/sagemaker/model_card/helpers.py x: 3 commits (all time) y: 206 lines of 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min: 1.0 | average: 6.64 | 25th percentile: 1.0 | median: 3.0 | 75th percentile: 7.0 | max: 120.0

File Size vs. Commits (30 days): 25 points

src/sagemaker/session.py x: 1 commits (30d) y: 4992 lines of code src/sagemaker/serve/builder/model_builder.py x: 1 commits (30d) y: 1601 lines of code src/sagemaker/serve/mode/sagemaker_endpoint_mode.py x: 1 commits (30d) y: 130 lines of code src/sagemaker/serve/model_server/smd/custom_execution_inference.py x: 1 commits (30d) y: 37 lines of code src/sagemaker/serve/model_server/smd/prepare.py x: 1 commits (30d) y: 46 lines of code src/sagemaker/serve/spec/inference_base.py x: 1 commits (30d) y: 18 lines of code src/sagemaker/serve/utils/telemetry_logger.py x: 2 commits (30d) y: 217 lines of code src/sagemaker/modules/configs.py x: 1 commits (30d) y: 83 lines of code src/sagemaker/modules/train/model_trainer.py x: 1 commits (30d) y: 729 lines of code src/sagemaker/processing.py x: 3 commits (30d) y: 996 lines of code doc/conf.py x: 1 commits (30d) y: 60 lines of code src/sagemaker/config/config_schema.py x: 1 commits (30d) y: 1141 lines of code src/sagemaker/feature_store/dataset_builder.py x: 1 commits (30d) y: 685 lines of code src/sagemaker/jumpstart/factory/model.py x: 1 commits (30d) y: 720 lines of code src/sagemaker/model_monitor/clarify_model_monitoring.py x: 1 commits (30d) y: 892 lines of code src/sagemaker/workflow/notebook_job_step.py x: 1 commits (30d) y: 329 lines of code src/sagemaker/jumpstart/accessors.py x: 1 commits (30d) y: 236 lines of code src/sagemaker/jumpstart/estimator.py x: 1 commits (30d) y: 398 lines of code
4992.0
lines of code
  min: 18.0
  average: 642.32
  25th percentile: 63.5
  median: 329.0
  75th percentile: 810.5
  max: 4992.0
0 3.0
commits (30d)
min: 1.0 | average: 1.12 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 3.0

File Size vs. Contributors (30 days): 25 points

src/sagemaker/session.py x: 1 contributors (30d) y: 4992 lines of code src/sagemaker/serve/builder/model_builder.py x: 1 contributors (30d) y: 1601 lines of code src/sagemaker/serve/mode/sagemaker_endpoint_mode.py x: 1 contributors (30d) y: 130 lines of code src/sagemaker/serve/model_server/smd/custom_execution_inference.py x: 1 contributors (30d) y: 37 lines of code src/sagemaker/serve/model_server/smd/prepare.py x: 1 contributors (30d) y: 46 lines of code src/sagemaker/serve/spec/inference_base.py x: 1 contributors (30d) y: 18 lines of code src/sagemaker/serve/utils/telemetry_logger.py x: 2 contributors (30d) y: 217 lines of code src/sagemaker/modules/configs.py x: 1 contributors (30d) y: 83 lines of code src/sagemaker/modules/train/model_trainer.py x: 1 contributors (30d) y: 729 lines of code src/sagemaker/processing.py x: 1 contributors (30d) y: 996 lines of code doc/conf.py x: 1 contributors (30d) y: 60 lines of code src/sagemaker/config/config_schema.py x: 1 contributors (30d) y: 1141 lines of code src/sagemaker/feature_store/dataset_builder.py x: 1 contributors (30d) y: 685 lines of code src/sagemaker/jumpstart/factory/model.py x: 1 contributors (30d) y: 720 lines of code src/sagemaker/model_monitor/clarify_model_monitoring.py x: 1 contributors (30d) y: 892 lines of code src/sagemaker/workflow/notebook_job_step.py x: 1 contributors (30d) y: 329 lines of code src/sagemaker/jumpstart/accessors.py x: 1 contributors (30d) y: 236 lines of code src/sagemaker/jumpstart/estimator.py x: 1 contributors (30d) y: 398 lines of code
4992.0
lines of code
  min: 18.0
  average: 642.32
  25th percentile: 63.5
  median: 329.0
  75th percentile: 810.5
  max: 4992.0
0 2.0
contributors (30d)
min: 1.0 | average: 1.04 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 2.0

File Size vs. Commits (90 days): 103 points

src/sagemaker/session.py x: 5 commits (90d) y: 4992 lines of code src/sagemaker/serve/builder/model_builder.py x: 2 commits (90d) y: 1601 lines of code src/sagemaker/serve/mode/sagemaker_endpoint_mode.py x: 1 commits (90d) y: 130 lines of code src/sagemaker/serve/model_server/smd/custom_execution_inference.py x: 1 commits (90d) y: 37 lines of code src/sagemaker/serve/model_server/smd/prepare.py x: 1 commits (90d) y: 46 lines of code src/sagemaker/serve/spec/inference_base.py x: 1 commits (90d) y: 18 lines of code src/sagemaker/serve/utils/telemetry_logger.py x: 2 commits (90d) y: 217 lines of code src/sagemaker/modules/configs.py x: 2 commits (90d) y: 83 lines of code src/sagemaker/modules/train/model_trainer.py x: 4 commits (90d) y: 729 lines of code src/sagemaker/processing.py x: 5 commits (90d) y: 996 lines of code doc/conf.py x: 1 commits (90d) y: 60 lines of code pyproject.toml x: 1 commits (90d) y: 86 lines of code src/sagemaker/config/config_schema.py x: 1 commits (90d) y: 1141 lines of code src/sagemaker/feature_store/dataset_builder.py x: 1 commits (90d) y: 685 lines of code src/sagemaker/jumpstart/factory/model.py x: 2 commits (90d) y: 720 lines of code src/sagemaker/model_monitor/clarify_model_monitoring.py x: 1 commits (90d) y: 892 lines of code src/sagemaker/workflow/notebook_job_step.py x: 1 commits (90d) y: 329 lines of code src/sagemaker/workflow/steps.py x: 2 commits (90d) y: 679 lines of code src/sagemaker/jumpstart/accessors.py x: 2 commits (90d) y: 236 lines of code src/sagemaker/jumpstart/estimator.py x: 4 commits (90d) y: 398 lines of code src/sagemaker/jumpstart/utils.py x: 3 commits (90d) y: 1159 lines of code src/sagemaker/jumpstart/cache.py x: 3 commits (90d) y: 460 lines of code src/sagemaker/fw_utils.py x: 3 commits (90d) y: 672 lines of code src/sagemaker/image_uris.py x: 2 commits (90d) y: 553 lines of code src/sagemaker/jumpstart/constants.py x: 3 commits (90d) y: 145 lines of code src/sagemaker/remote_function/client.py x: 1 commits (90d) y: 643 lines of code src/sagemaker/remote_function/job.py x: 2 commits (90d) y: 956 lines of code src/sagemaker/serve/builder/jumpstart_builder.py x: 1 commits (90d) y: 815 lines of code src/sagemaker/huggingface/model.py x: 2 commits (90d) y: 280 lines of code src/sagemaker/model.py x: 5 commits (90d) y: 1490 lines of code src/sagemaker/tensorflow/model.py x: 2 commits (90d) y: 329 lines of code src/sagemaker/jumpstart/hub/hub.py x: 2 commits (90d) y: 196 lines of code src/sagemaker/jumpstart/hub/utils.py x: 3 commits (90d) y: 175 lines of code src/sagemaker/jumpstart/hub/parsers.py x: 1 commits (90d) y: 224 lines of code src/sagemaker/jumpstart/types.py x: 4 commits (90d) y: 2196 lines of code src/sagemaker/workflow/pipeline.py x: 1 commits (90d) y: 700 lines of code src/sagemaker/modules/distributed.py x: 2 commits (90d) y: 48 lines of code src/sagemaker/modules/train/container_drivers/distributed_drivers/mpi_utils.py x: 1 commits (90d) y: 197 lines of code src/sagemaker/estimator.py x: 2 commits (90d) y: 1903 lines of code src/sagemaker/job.py x: 1 commits (90d) y: 280 lines of code src/sagemaker/jumpstart/artifacts/model_uris.py x: 1 commits (90d) y: 139 lines of code src/sagemaker/pipeline.py x: 2 commits (90d) y: 296 lines of code src/sagemaker/utils.py x: 2 commits (90d) y: 905 lines of code src/sagemaker/experiments/_metrics.py x: 1 commits (90d) y: 183 lines of code src/sagemaker/huggingface/estimator.py x: 2 commits (90d) y: 199 lines of code src/sagemaker/amazon/common.py x: 2 commits (90d) y: 10 lines of code src/sagemaker/base_deserializers.py x: 2 commits (90d) y: 146 lines of code src/sagemaker/tuner.py x: 1 commits (90d) y: 1223 lines of code src/sagemaker/amazon/factorization_machines.py x: 1 commits (90d) y: 165 lines of code src/sagemaker/amazon/lda.py x: 1 commits (90d) y: 103 lines of code src/sagemaker/automl/automl.py x: 1 commits (90d) y: 589 lines of code src/sagemaker/automl/automlv2.py x: 1 commits (90d) y: 840 lines of code src/sagemaker/jumpstart/model.py x: 2 commits (90d) y: 584 lines of code src/sagemaker/pytorch/estimator.py x: 1 commits (90d) y: 412 lines of code src/sagemaker/rl/estimator.py x: 1 commits (90d) y: 255 lines of code src/sagemaker/model_monitor/model_monitoring.py x: 1 commits (90d) y: 2542 lines of code
4992.0
lines of code
  min: 1.0
  average: 422.65
  25th percentile: 91.0
  median: 182.0
  75th percentile: 635.0
  max: 4992.0
0 5.0
commits (90d)
min: 1.0 | average: 1.51 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 2.0 | max: 5.0

File Size vs. Contributors (90 days): 103 points

src/sagemaker/session.py x: 3 contributors (90d) y: 4992 lines of code src/sagemaker/serve/builder/model_builder.py x: 2 contributors (90d) y: 1601 lines of code src/sagemaker/serve/mode/sagemaker_endpoint_mode.py x: 1 contributors (90d) y: 130 lines of code src/sagemaker/serve/model_server/smd/custom_execution_inference.py x: 1 contributors (90d) y: 37 lines of code src/sagemaker/serve/model_server/smd/prepare.py x: 1 contributors (90d) y: 46 lines of code src/sagemaker/serve/spec/inference_base.py x: 1 contributors (90d) y: 18 lines of code src/sagemaker/serve/utils/telemetry_logger.py x: 2 contributors (90d) y: 217 lines of code src/sagemaker/modules/configs.py x: 2 contributors (90d) y: 83 lines of code src/sagemaker/modules/train/model_trainer.py x: 2 contributors (90d) y: 729 lines of code src/sagemaker/processing.py x: 3 contributors (90d) y: 996 lines of code doc/conf.py x: 1 contributors (90d) y: 60 lines of code pyproject.toml x: 1 contributors (90d) y: 86 lines of code src/sagemaker/config/config_schema.py x: 1 contributors (90d) y: 1141 lines of code src/sagemaker/feature_store/dataset_builder.py x: 1 contributors (90d) y: 685 lines of code src/sagemaker/jumpstart/factory/model.py x: 2 contributors (90d) y: 720 lines of code src/sagemaker/model_monitor/clarify_model_monitoring.py x: 1 contributors (90d) y: 892 lines of code src/sagemaker/workflow/notebook_job_step.py x: 1 contributors (90d) y: 329 lines of code src/sagemaker/workflow/steps.py x: 2 contributors (90d) y: 679 lines of code src/sagemaker/jumpstart/accessors.py x: 1 contributors (90d) y: 236 lines of code src/sagemaker/jumpstart/estimator.py x: 3 contributors (90d) y: 398 lines of code src/sagemaker/jumpstart/utils.py x: 3 contributors (90d) y: 1159 lines of code src/sagemaker/jumpstart/cache.py x: 2 contributors (90d) y: 460 lines of code src/sagemaker/fw_utils.py x: 3 contributors (90d) y: 672 lines of code src/sagemaker/image_uris.py x: 2 contributors (90d) y: 553 lines of code src/sagemaker/jumpstart/constants.py x: 2 contributors (90d) y: 145 lines of code src/sagemaker/remote_function/client.py x: 1 contributors (90d) y: 643 lines of code src/sagemaker/remote_function/job.py x: 2 contributors (90d) y: 956 lines of code src/sagemaker/serve/builder/jumpstart_builder.py x: 1 contributors (90d) y: 815 lines of code src/sagemaker/huggingface/model.py x: 2 contributors (90d) y: 280 lines of code src/sagemaker/model.py x: 3 contributors (90d) y: 1490 lines of code src/sagemaker/tensorflow/model.py x: 2 contributors (90d) y: 329 lines of code src/sagemaker/jumpstart/hub/hub.py x: 1 contributors (90d) y: 196 lines of code src/sagemaker/jumpstart/hub/utils.py x: 2 contributors (90d) y: 175 lines of code src/sagemaker/jumpstart/hub/parsers.py x: 1 contributors (90d) y: 224 lines of code src/sagemaker/jumpstart/types.py x: 3 contributors (90d) y: 2196 lines of code src/sagemaker/workflow/pipeline.py x: 1 contributors (90d) y: 700 lines of code src/sagemaker/modules/train/container_drivers/distributed_drivers/mpi_utils.py x: 1 contributors (90d) y: 197 lines of code src/sagemaker/estimator.py x: 2 contributors (90d) y: 1903 lines of code src/sagemaker/job.py x: 1 contributors (90d) y: 280 lines of code src/sagemaker/jumpstart/artifacts/model_uris.py x: 1 contributors (90d) y: 139 lines of code src/sagemaker/pipeline.py x: 1 contributors (90d) y: 296 lines of code src/sagemaker/utils.py x: 1 contributors (90d) y: 905 lines of code src/sagemaker/huggingface/estimator.py x: 2 contributors (90d) y: 199 lines of code src/sagemaker/tuner.py x: 1 contributors (90d) y: 1223 lines of code src/sagemaker/amazon/factorization_machines.py x: 1 contributors (90d) y: 165 lines of code src/sagemaker/amazon/lda.py x: 1 contributors (90d) y: 103 lines of code src/sagemaker/automl/automl.py x: 1 contributors (90d) y: 589 lines of code src/sagemaker/automl/automlv2.py x: 1 contributors (90d) y: 840 lines of code src/sagemaker/pytorch/estimator.py x: 1 contributors (90d) y: 412 lines of code src/sagemaker/model_monitor/model_monitoring.py x: 1 contributors (90d) y: 2542 lines of code
4992.0
lines of code
  min: 1.0
  average: 422.65
  25th percentile: 91.0
  median: 182.0
  75th percentile: 635.0
  max: 4992.0
0 3.0
contributors (90d)
min: 1.0 | average: 1.29 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 3.0