aws / sagemaker-spark

Intro

Unit size measurements show the distribution of size of units of code (methods, functions...).
Units are classified in four categories based on their size (lines of code): 1-20 (small units), 20-50 (medium size units), 51-100 (long units), 101+ (very long units).
You should aim at keeping units small (< 20 lines). Long units may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.

Learn more...

Unit Size Overall

There are 572 units with 4,175 lines of code in units (56.8% of code).

1 very long units (159 lines of code)
5 long units (391 lines of code)
41 medium size units (1,495 lines of code)
26 small units (377 lines of code)
499 very small units (1,753 lines of code)

Legend:

101+

51-100

21-50

11-20

1-10

Unit Size per Extension

101+

51-100

21-50

11-20

1-10

Unit Size per Logical Component

primary logical decomposition

101+

51-100

21-50

11-20

1-10

Alternative Visuals

3D view of all units

Longest Units

Top 50 longest units

Unit	# lines	McCabe index	# params
def getEpochs: Int = $() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/LinearLearnerSageMakerEstimator.scala	159	1	1
def getRefreshLeaf: Int = $() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/XGBoostSageMakerEstimator.scala	93	1	1
def getNumFactors: Int = $() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/FactorizationMachinesSageMakerEstimator.scala	89	1	1
def getBooster: String = $() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/XGBoostSageMakerEstimator.scala	82	2	1
def setBinaryClassifierModelSelectionCriteria() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/LinearLearnerSageMakerEstimator.scala	76	1	1
override def fit() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerEstimator.scala	51	5	1
private[sparksdk] def buildCreateTrainingJobRequest() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerEstimator.scala	47	4	3
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LinearLearnerSageMakerEstimator.py	46	4	6
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LinearLearnerSageMakerEstimator.py	46	4	6
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/FactorizationMachinesSageMakerEstimator.py	46	4	6
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LinearLearnerSageMakerEstimator.py	45	4	6
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/FactorizationMachinesSageMakerEstimator.py	45	4	6
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/PCASageMakerEstimator.py	44	4	6
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/KMeansSageMakerEstimator.py	44	4	6
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/SageMakerEstimator.py	44	5	11
private def setFeatures() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf/ProtobufConverter.scala	43	11	2
def getK: Int = $() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/KMeansSageMakerEstimator.scala	43	2	1
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/SageMakerModel.py	42	4	12
def fromTrainingJob() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerModel.scala	41	2	10
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LDASageMakerEstimator.py	40	4	6
def __init__() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/XGBoostSageMakerEstimator.py	40	4	6
def setBooster() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/XGBoostSageMakerEstimator.scala	39	1	1
def fromTrainingJob() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/SageMakerModel.py	38	2	11
def fromModelS3Path() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/SageMakerModel.py	38	2	11
def _get_java_obj() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LinearLearnerSageMakerEstimator.py	37	3	2
def _get_java_obj() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LinearLearnerSageMakerEstimator.py	37	3	2
def _get_java_obj() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LinearLearnerSageMakerEstimator.py	37	3	2
def _get_java_obj() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/FactorizationMachinesSageMakerEstimator.py	37	3	2
def _get_java_obj() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/FactorizationMachinesSageMakerEstimator.py	37	3	2
private[sparksdk] def resolveS3Path() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerEstimator.scala	37	9	3
def _get_java_obj() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/SageMakerEstimator.py	36	1	2
private def awaitTrainingCompletion() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerEstimator.scala	36	10	1
def _get_java_obj() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/PCASageMakerEstimator.py	34	1	2
def _get_java_obj() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/LDASageMakerEstimator.py	34	1	2
def _get_java_obj() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/KMeansSageMakerEstimator.py	34	1	2
def _get_java_obj() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/algorithms/XGBoostSageMakerEstimator.py	34	1	2
private def awaitEndpointCompletion() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerModel.scala	33	9	1
override def copy() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerModel.scala	33	1	1
def fromModelS3Path() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerModel.scala	31	1	10
def setFeatureDim() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/FactorizationMachinesSageMakerEstimator.scala	31	1	1
def fromEndpoint() in sagemaker-pyspark-sdk/src/sagemaker_pyspark/SageMakerModel.py	28	2	6
def fromEndpoint() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/SageMakerModel.scala	27	1	6
def rowToProtobuf() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf/ProtobufConverter.scala	25	7	3
private def setFeatures() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/protobuf/ProtobufConverter.scala	22	5	2
def setNumModels() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/LinearLearnerSageMakerEstimator.scala	22	3	1
def getBinaryClassifierModelSelectionCriteria: String = $() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/LinearLearnerSageMakerEstimator.scala	21	1	1
def getNumTopics: Int = $() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/LDASageMakerEstimator.scala	21	1	1
def setK() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/KMeansSageMakerEstimator.scala	20	1	1
def getMiniBatchSize: Int = $() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/algorithms/SageMakerAlgorithmParams.scala	20	5	1
private def getValueFromTensor() in sagemaker-spark-sdk/src/main/scala/com/amazonaws/services/sagemaker/sparksdk/transformation/deserializers/ProtobufResponseRowDeserializer.scala	19	3	1