aws / sagemaker-spark
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 30 files with 5,481 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 2 files changed 21-50 times (185 lines of code)
    • 1 file changed 6-20 times (93 lines of code)
    • 27 files changed 1-5 times (5,203 lines of code)
0% | 0% | 3% | 1% | 94%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 30 files with 5,481 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 2 files changed by 11-25 contributors (185 lines of code)
    • 1 file changed by 6-10 contributors (93 lines of code)
    • 10 files changed by 2-5 contributors (2,329 lines of code)
    • 17 files changed by 1 contributor (2,874 lines of code)
0% | 3% | 1% | 42% | 52%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
html, scala, py, js, md, txt, css, yaml, rst, sbt, java, proto, json, ipynb, in, ini, cfg, gitignore, sh, xml, properties
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 3% | 0% | 96%
sbt0% | 0% | 95% | 0% | 4%
scala0% | 0% | 0% | 3% | 96%
in0% | 0% | 0% | 0% | 100%
cfg0% | 0% | 0% | 0% | 0%
proto0% | 0% | 0% | 0% | 0%
java0% | 0% | 0% | 0% | 0%
xml0% | 0% | 0% | 0% | 0%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
sagemaker-pyspark-sdk0% | 0% | 3% | 0% | 96%
sagemaker-spark-sdk0% | 0% | 3% | 3% | 92%
protobuf0% | 0% | 0% | 0% | 0%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
setup.py
in sagemaker-pyspark-sdk
 98 2 2018-01-19 2022-08-23 22 13 32072210+lukmis@users.norep... navinsoni89@gmail.com
build.sbt
in sagemaker-spark-sdk
 87 - 2018-01-23 2022-08-26 21 13 nacho950@gmail.com navinsoni89@gmail.com
ImageURIProvider.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 93 2 2018-01-13 2020-08-06 11 7 32072210+lukmis@users.norep... akarpur@amazon.com
plugins.sbt
in sagemaker-spark-sdk/project
 4 - 2017-11-30 2022-08-23 5 4 choibyoungook@gmail.com navinsoni89@gmail.com
XGBoostSageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 502 73 2018-03-19 2022-08-23 5 5 31297115+winstonaws@users.n... navinsoni89@gmail.com
LinearLearnerSageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 772 95 2018-01-25 2019-04-01 4 3 yyumzn@amazon.com jonathan.esterhazy@gmail.com
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 18 - 2018-01-19 2018-07-20 3 2 32072210+lukmis@users.norep... 31293788+yangaws@users.nore...
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/deserializers
 23 - 2018-01-19 2018-07-20 3 2 32072210+lukmis@users.norep... 31293788+yangaws@users.nore...
ProtobufResponseRowDeserializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/deserializers
 112 4 2018-01-13 2018-07-20 3 2 32072210+lukmis@users.norep... 31293788+yangaws@users.nore...
deserializers.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/deserializers
 179 32 2018-01-19 2018-07-20 3 2 32072210+lukmis@users.norep... 31293788+yangaws@users.nore...
wrapper.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 106 16 2018-01-24 2021-04-23 2 2 31293788+yangaws@users.nore... icywang.rui@gmail.com
SageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 291 8 2018-04-19 2022-08-23 2 2 31293788+yangaws@users.nore... navinsoni89@gmail.com
XGBoostSageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 322 3 2018-03-19 2018-04-23 2 2 31297115+winstonaws@users.n... choibyoungook@gmail.com
LinearLearnerSageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 599 13 2018-04-03 2018-07-20 2 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
in
MANIFEST.in
in sagemaker-pyspark-sdk
 5 - 2019-04-12 2019-04-12 1 1 jonathan.esterhazy@gmail.com jonathan.esterhazy@gmail.com
S3Resources.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 35 6 2018-04-19 2018-04-19 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
SageMakerProtobufWriter.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf
 39 5 2022-08-23 2022-08-23 1 1 navinsoni89@gmail.com navinsoni89@gmail.com
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 40 1 2018-10-25 2018-10-25 1 1 rbs392@yahoo.com rbs392@yahoo.com
SageMakerAlgorithmParams.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 42 3 2018-04-03 2018-04-03 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
NamePolicy.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 56 - 2018-10-25 2018-10-25 1 1 rbs392@yahoo.com rbs392@yahoo.com
NamePolicy.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 107 22 2018-10-25 2018-10-25 1 1 rbs392@yahoo.com rbs392@yahoo.com
LDASageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 136 2 2018-01-29 2018-01-29 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
RequestBatchIterator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/util
 146 5 2018-08-23 2018-08-23 1 1 choibyoungook@gmail.com choibyoungook@gmail.com
ProtobufConverter.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf
 150 10 2018-10-05 2018-10-05 1 1 38085630+juliodelgadoaws@us... 38085630+juliodelgadoaws@us...
PCASageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 152 15 2024-02-22 2024-02-22 1 1 89424143+mufaddal-rohawala@... 89424143+mufaddal-rohawala@...
LDASageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 157 17 2018-02-01 2018-02-01 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
SageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 217 40 2018-04-19 2018-04-19 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
SageMakerModel.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 219 25 2018-04-19 2018-04-19 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
FactorizationMachinesSageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 361 2 2018-01-13 2018-01-13 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
FactorizationMachinesSageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 413 56 2018-01-19 2018-01-19 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation
 1 -
__init__.py
in sagemaker-pyspark-sdk/src
 1 -
__init__.py
in sagemaker-pyspark-sdk
 1 -
IAMRoleResource.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 6 -
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/serializers
 6 -
cfg
setup.cfg
in sagemaker-pyspark-sdk
 7 -
ResponseRowDeserializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation
 8 -
package.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation
 9 -
SageMakerSparkSDKException.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/exceptions
 10 -
InternalUtils.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/internal
 14 1
LibSVMRequestRowSerializerUtils.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 14 1
XGBoostCSVRowDeserializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/deserializers
 14 1
RequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation
 14 2
TimeProvider.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/internal
 15 2
S3Resource.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 20 1
ProtobufRequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 20 2
SchemaValidators.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 23 2
UnlabeledLibSVMRequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 25 3
UnlabeledCSVRequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 28 4
LibSVMRequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 29 3
Files With Most Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
setup.py
in sagemaker-pyspark-sdk
 98 2 2018-01-19 2022-08-23 22 13 32072210+lukmis@users.norep... navinsoni89@gmail.com
build.sbt
in sagemaker-spark-sdk
 87 - 2018-01-23 2022-08-26 21 13 nacho950@gmail.com navinsoni89@gmail.com
ImageURIProvider.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 93 2 2018-01-13 2020-08-06 11 7 32072210+lukmis@users.norep... akarpur@amazon.com
XGBoostSageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 502 73 2018-03-19 2022-08-23 5 5 31297115+winstonaws@users.n... navinsoni89@gmail.com
plugins.sbt
in sagemaker-spark-sdk/project
 4 - 2017-11-30 2022-08-23 5 4 choibyoungook@gmail.com navinsoni89@gmail.com
LinearLearnerSageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 772 95 2018-01-25 2019-04-01 4 3 yyumzn@amazon.com jonathan.esterhazy@gmail.com
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/deserializers
 23 - 2018-01-19 2018-07-20 3 2 32072210+lukmis@users.norep... 31293788+yangaws@users.nore...
deserializers.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/deserializers
 179 32 2018-01-19 2018-07-20 3 2 32072210+lukmis@users.norep... 31293788+yangaws@users.nore...
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 18 - 2018-01-19 2018-07-20 3 2 32072210+lukmis@users.norep... 31293788+yangaws@users.nore...
ProtobufResponseRowDeserializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/deserializers
 112 4 2018-01-13 2018-07-20 3 2 32072210+lukmis@users.norep... 31293788+yangaws@users.nore...
wrapper.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 106 16 2018-01-24 2021-04-23 2 2 31293788+yangaws@users.nore... icywang.rui@gmail.com
SageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 291 8 2018-04-19 2022-08-23 2 2 31293788+yangaws@users.nore... navinsoni89@gmail.com
XGBoostSageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 322 3 2018-03-19 2018-04-23 2 2 31297115+winstonaws@users.n... choibyoungook@gmail.com
LinearLearnerSageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 599 13 2018-04-03 2018-07-20 2 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 40 1 2018-10-25 2018-10-25 1 1 rbs392@yahoo.com rbs392@yahoo.com
NamePolicy.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 107 22 2018-10-25 2018-10-25 1 1 rbs392@yahoo.com rbs392@yahoo.com
PCASageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 152 15 2024-02-22 2024-02-22 1 1 89424143+mufaddal-rohawala@... 89424143+mufaddal-rohawala@...
LDASageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 157 17 2018-02-01 2018-02-01 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
FactorizationMachinesSageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 413 56 2018-01-19 2018-01-19 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
SageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 217 40 2018-04-19 2018-04-19 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
SageMakerModel.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 219 25 2018-04-19 2018-04-19 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
S3Resources.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 35 6 2018-04-19 2018-04-19 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
in
MANIFEST.in
in sagemaker-pyspark-sdk
 5 - 2019-04-12 2019-04-12 1 1 jonathan.esterhazy@gmail.com jonathan.esterhazy@gmail.com
NamePolicy.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 56 - 2018-10-25 2018-10-25 1 1 rbs392@yahoo.com rbs392@yahoo.com
RequestBatchIterator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/util
 146 5 2018-08-23 2018-08-23 1 1 choibyoungook@gmail.com choibyoungook@gmail.com
ProtobufConverter.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf
 150 10 2018-10-05 2018-10-05 1 1 38085630+juliodelgadoaws@us... 38085630+juliodelgadoaws@us...
SageMakerProtobufWriter.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf
 39 5 2022-08-23 2022-08-23 1 1 navinsoni89@gmail.com navinsoni89@gmail.com
LDASageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 136 2 2018-01-29 2018-01-29 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
SageMakerAlgorithmParams.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 42 3 2018-04-03 2018-04-03 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
FactorizationMachinesSageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 361 2 2018-01-13 2018-01-13 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
__init__.py
in sagemaker-pyspark-sdk
 1 -
__init__.py
in sagemaker-pyspark-sdk/src
 1 -
IAMRoleResource.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 46 7
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation
 1 -
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/serializers
 6 -
serializers.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/serializers
 59 10
SageMakerClients.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 31 6
KMeansSageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 220 27
SageMakerResourceCleanup.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 47 9
cfg
setup.cfg
in sagemaker-pyspark-sdk
 7 -
proto
record.proto
in protobuf
 104 -
proto
record-2.5.proto
in protobuf
 102 -
SageMakerSparkSDKException.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/exceptions
 10 -
IAMRoleResource.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 6 -
RequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation
 14 2
XGBoostCSVRowDeserializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/deserializers
 14 1
LibSVMResponseRowDeserializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/deserializers
 32 2
LibSVMRequestRowSerializerUtils.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 14 1
LibSVMRequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 29 3
ProtobufRequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 20 2
Files With Least Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
SageMakerModel.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 320 8
KMeansSageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 220 27
KMeansSageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 164 2
PCASageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 133 3
scalastyle-config.xml
in sagemaker-spark-sdk
 120 -
proto
record.proto
in protobuf
 104 -
proto
record-2.5.proto
in protobuf
 102 -
DataUploader.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/internal
 88 8
SageMakerResourceCleanup.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 64 5
serializers.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/serializers
 59 10
SageMakerResourceCleanup.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 47 9
IAMRoleResource.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 46 7
RecordIOOutputFormat.java
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf
 38 4
SageMakerProtobufFileFormat.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf
 34 2
LibSVMResponseRowDeserializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/deserializers
 32 2
SageMakerClients.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 31 6
LibSVMRequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 29 3
UnlabeledCSVRequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 28 4
UnlabeledLibSVMRequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 25 3
SchemaValidators.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 23 2
ProtobufRequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 20 2
S3Resource.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 20 1
TimeProvider.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/internal
 15 2
RequestRowSerializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation
 14 2
XGBoostCSVRowDeserializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/deserializers
 14 1
LibSVMRequestRowSerializerUtils.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/serializers
 14 1
InternalUtils.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/internal
 14 1
SageMakerSparkSDKException.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/exceptions
 10 -
package.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation
 9 -
ResponseRowDeserializer.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation
 8 -
cfg
setup.cfg
in sagemaker-pyspark-sdk
 7 -
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/serializers
 6 -
IAMRoleResource.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 6 -
__init__.py
in sagemaker-pyspark-sdk
 1 -
__init__.py
in sagemaker-pyspark-sdk/src
 1 -
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation
 1 -
LinearLearnerSageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 599 13 2018-04-03 2018-07-20 2 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
FactorizationMachinesSageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 413 56 2018-01-19 2018-01-19 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
FactorizationMachinesSageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 361 2 2018-01-13 2018-01-13 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
SageMakerModel.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 219 25 2018-04-19 2018-04-19 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
SageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 217 40 2018-04-19 2018-04-19 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
LDASageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 157 17 2018-02-01 2018-02-01 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
PCASageMakerEstimator.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms
 152 15 2024-02-22 2024-02-22 1 1 89424143+mufaddal-rohawala@... 89424143+mufaddal-rohawala@...
ProtobufConverter.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf
 150 10 2018-10-05 2018-10-05 1 1 38085630+juliodelgadoaws@us... 38085630+juliodelgadoaws@us...
RequestBatchIterator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/util
 146 5 2018-08-23 2018-08-23 1 1 choibyoungook@gmail.com choibyoungook@gmail.com
LDASageMakerEstimator.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 136 2 2018-01-29 2018-01-29 1 1 32072210+lukmis@users.norep... 32072210+lukmis@users.norep...
NamePolicy.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 107 22 2018-10-25 2018-10-25 1 1 rbs392@yahoo.com rbs392@yahoo.com
NamePolicy.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk
 56 - 2018-10-25 2018-10-25 1 1 rbs392@yahoo.com rbs392@yahoo.com
SageMakerAlgorithmParams.scala
in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms
 42 3 2018-04-03 2018-04-03 1 1 31293788+yangaws@users.nore... 31293788+yangaws@users.nore...
__init__.py
in sagemaker-pyspark-sdk/src/sagemaker_pyspark
 40 1 2018-10-25 2018-10-25 1 1 rbs392@yahoo.com rbs392@yahoo.com
Correlations

File Size vs. Number of Changes: 30 points

sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/PCASageMakerEstimator.py x: 152 lines of code y: 1 # changes sagemaker-spark-sdk/build.sbt x: 87 lines of code y: 21 # changes sagemaker-pyspark-sdk/setup.py x: 98 lines of code y: 22 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/XGBoostSageMakerEstimator.py x: 502 lines of code y: 5 # changes sagemaker-spark-sdk/project/plugins.sbt x: 4 lines of code y: 5 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerEstimator.scala x: 291 lines of code y: 2 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf/SageMakerProtobufWriter.scala x: 39 lines of code y: 1 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/wrapper.py x: 106 lines of code y: 2 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/ImageURIProvider.scala x: 93 lines of code y: 11 # changes sagemaker-pyspark-sdk/MANIFEST.in x: 5 lines of code y: 1 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LinearLearnerSageMakerEstimator.py x: 772 lines of code y: 4 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/NamePolicy.py x: 107 lines of code y: 1 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/__init__.py x: 40 lines of code y: 1 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/NamePolicy.scala x: 56 lines of code y: 1 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf/ProtobufConverter.scala x: 150 lines of code y: 1 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/util/RequestBatchIterator.scala x: 146 lines of code y: 1 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/__init__.py x: 18 lines of code y: 3 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/deserializers/__init__.py x: 23 lines of code y: 3 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/deserializers/deserializers.py x: 179 lines of code y: 3 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/LinearLearnerSageMakerEstimator.scala x: 599 lines of code y: 2 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/deserializers/ProtobufResponseRowDeserializer.scala x: 112 lines of code y: 3 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/XGBoostSageMakerEstimator.scala x: 322 lines of code y: 2 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/S3Resources.py x: 35 lines of code y: 1 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/SageMakerEstimator.py x: 217 lines of code y: 1 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/SageMakerModel.py x: 219 lines of code y: 1 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/SageMakerAlgorithmParams.scala x: 42 lines of code y: 1 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LDASageMakerEstimator.py x: 157 lines of code y: 1 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/LDASageMakerEstimator.scala x: 136 lines of code y: 1 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/FactorizationMachinesSageMakerEstimator.py x: 413 lines of code y: 1 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/FactorizationMachinesSageMakerEstimator.scala x: 361 lines of code y: 1 # changes
22.0
# changes
  min: 1.0
  average: 3.47
  25th percentile: 1.0
  median: 1.0
  75th percentile: 3.0
  max: 22.0
0 772.0
lines of code
min: 4.0 | average: 182.7 | 25th percentile: 41.5 | median: 124.0 | 75th percentile: 237.0 | max: 772.0

Number of Contributors vs. Number of Changes: 30 points

sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/PCASageMakerEstimator.py x: 1 # contributors y: 1 # changes sagemaker-spark-sdk/build.sbt x: 13 # contributors y: 21 # changes sagemaker-pyspark-sdk/setup.py x: 13 # contributors y: 22 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/XGBoostSageMakerEstimator.py x: 5 # contributors y: 5 # changes sagemaker-spark-sdk/project/plugins.sbt x: 4 # contributors y: 5 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerEstimator.scala x: 2 # contributors y: 2 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/ImageURIProvider.scala x: 7 # contributors y: 11 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LinearLearnerSageMakerEstimator.py x: 3 # contributors y: 4 # changes sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/__init__.py x: 2 # contributors y: 3 # changes sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/LinearLearnerSageMakerEstimator.scala x: 1 # contributors y: 2 # changes
22.0
# changes
  min: 1.0
  average: 3.47
  25th percentile: 1.0
  median: 1.0
  75th percentile: 3.0
  max: 22.0
0 13.0
# contributors
min: 1.0 | average: 2.53 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 2.0 | max: 13.0

Number of Contributors vs. File Size: 30 points

sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/PCASageMakerEstimator.py x: 1 # contributors y: 152 lines of code sagemaker-spark-sdk/build.sbt x: 13 # contributors y: 87 lines of code sagemaker-pyspark-sdk/setup.py x: 13 # contributors y: 98 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/XGBoostSageMakerEstimator.py x: 5 # contributors y: 502 lines of code sagemaker-spark-sdk/project/plugins.sbt x: 4 # contributors y: 4 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerEstimator.scala x: 2 # contributors y: 291 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf/SageMakerProtobufWriter.scala x: 1 # contributors y: 39 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/wrapper.py x: 2 # contributors y: 106 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/ImageURIProvider.scala x: 7 # contributors y: 93 lines of code sagemaker-pyspark-sdk/MANIFEST.in x: 1 # contributors y: 5 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LinearLearnerSageMakerEstimator.py x: 3 # contributors y: 772 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/NamePolicy.py x: 1 # contributors y: 107 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/__init__.py x: 1 # contributors y: 40 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/NamePolicy.scala x: 1 # contributors y: 56 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf/ProtobufConverter.scala x: 1 # contributors y: 150 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/util/RequestBatchIterator.scala x: 1 # contributors y: 146 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/__init__.py x: 2 # contributors y: 18 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/deserializers/__init__.py x: 2 # contributors y: 23 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/transformation/deserializers/deserializers.py x: 2 # contributors y: 179 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/LinearLearnerSageMakerEstimator.scala x: 1 # contributors y: 599 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/deserializers/ProtobufResponseRowDeserializer.scala x: 2 # contributors y: 112 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/XGBoostSageMakerEstimator.scala x: 2 # contributors y: 322 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/S3Resources.py x: 1 # contributors y: 35 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/SageMakerEstimator.py x: 1 # contributors y: 217 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/SageMakerModel.py x: 1 # contributors y: 219 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LDASageMakerEstimator.py x: 1 # contributors y: 157 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/LDASageMakerEstimator.scala x: 1 # contributors y: 136 lines of code sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/FactorizationMachinesSageMakerEstimator.py x: 1 # contributors y: 413 lines of code sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/FactorizationMachinesSageMakerEstimator.scala x: 1 # contributors y: 361 lines of code
772.0
lines of code
  min: 4.0
  average: 182.7
  25th percentile: 41.5
  median: 124.0
  75th percentile: 237.0
  max: 772.0
0 13.0
# contributors
min: 1.0 | average: 2.53 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 2.0 | max: 13.0