azure / azure-kusto-spark - Conditional Complexity

Intro

Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
Conditional complexity is measured at the unit level (methods, functions...).
Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).

Learn more...

Conditional Complexity Overall

There are 216 units with 3,791 lines of code in units (72.4% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
10 medium complex units (935 lines of code)
31 simple units (1,189 lines of code)
175 very simple units (1,667 lines of code)

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

3D view of all units

Conditional Complexity per Extension

51+

26-50

11-25

6-10

1-5

Conditional Complexity per Logical Component

primary logical decomposition

51+

26-50

11-25

6-10

1-5

Most Complex Units

Top 50 most complex units

Unit	# lines	McCabe index	# params
private def getValueTransformer() in connector/src/main/scala/com/microsoft/kusto/spark/datasource/KustoResponseDeserializer.scala	25	20	1
def buildFilterExpression() in connector/src/main/scala/com/microsoft/kusto/spark/datasource/KustoFilter.scala	24	19	2
def parseSinkParameters() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	131	18	3
def moveExtentsWithRetries() in connector/src/main/scala/com/microsoft/kusto/spark/utils/ExtendedKustoClient.scala	103	18	8
private[kusto] def write() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/KustoWriter.scala	167	17	6
private[kusto] def ingestRows() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/KustoWriter.scala	146	17	6
private def parseAuthentication() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	82	16	3
def verifyAsyncCommandCompletion() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	78	14	8
private def writeField() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/RowCSVWriterUtils.scala	41	12	6
private[kusto] def finalizeIngestionWhenWorkersSucceeded() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/FinalizeHelper.scala	138	11	11
def findErrorInResult() in connector/src/main/scala/com/microsoft/kusto/spark/utils/ExtendedKustoClient.scala	30	10	1
private[kusto] def mergeKeyVaultAndOptionsAuthentication() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	35	9	2
def initializeTablesBySchema() in connector/src/main/scala/com/microsoft/kusto/spark/utils/ExtendedKustoClient.scala	77	9	7
def validateStreamingProperties() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/SparkIngestionProperties.scala	14	9	0
def toIngestionProperties() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/SparkIngestionProperties.scala	34	9	2
private[kusto] def setCsvMapping() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoIngestionUtils.scala	44	8	4
private[kusto] def getClusterNameFromUrlIfNeeded() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	21	8	1
def doWhile[A]() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	43	8	1
def shouldIngestData() in connector/src/main/scala/com/microsoft/kusto/spark/utils/ExtendedKustoClient.scala	23	8	4
def pollOnResult() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/FinalizeHelper.scala	54	8	5
private[kusto] def setupBlobAccess() in connector/src/main/scala/com/microsoft/kusto/spark/datasource/KustoReader.scala	33	8	2
def validate() in connector/src/main/scala/com/microsoft/kusto/spark/datasource/TransientStorageParameters.scala	17	8	0
def getReadParameters() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	50	7	3
private[kusto] def reportExceptionAndThrow() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	26	7	8
private[kusto] def estimateRowsCount() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	34	7	4
def generateExportDataCommand() in connector/src/main/scala/com/microsoft/kusto/spark/utils/CslCommandsGenerator.scala	48	7	9
def processIngestionStatusResults() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/FinalizeHelper.scala	38	7	4
private def convertStructToJson() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/RowCSVWriterUtils.scala	35	7	3
private def writeDecimalField() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/RowCSVWriterUtils.scala	37	7	5
private def buildScanImpl() in connector/src/main/scala/com/microsoft/kusto/spark/datasource/KustoRelation.scala	79	7	6
override def createRelation() in connector/src/main/scala/com/microsoft/kusto/spark/datasource/DefaultSource.scala	63	7	3
def readPfx() in connector/src/main/scala/com/microsoft/kusto/spark/utils/CertUtils.scala	26	6	2
private def refresh() in connector/src/main/scala/com/microsoft/kusto/spark/utils/ContainerProvider.scala	41	6	1
private def getAadAppParamsFromKeyVaultImpl() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KeyVaultUtils.scala	21	6	2
def parseSourceParameters() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	37	6	3
private[kusto] def convertRow() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/KustoCsvSerializationUtils.scala	12	6	1
private def convertMapToJson() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/RowCSVWriterUtils.scala	41	6	3
private def streamRowsIntoKustoByWorkers() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/KustoWriter.scala	89	6	4
def canEqual() in connector/src/main/scala/com/microsoft/kusto/spark/authentication/KustoAuthentication.scala	6	6	1
private[kusto] def distributedBuildScan() in connector/src/main/scala/com/microsoft/kusto/spark/datasource/KustoReader.scala	51	6	5
private def dirExist() in connector/src/main/scala/com/microsoft/kusto/spark/datasource/KustoReader.scala	30	6	4
def updateAndGetPrevStorageAccountAccess() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoAzureFsSetupCache.scala	17	5	3
private def getStorageParamsFromKeyVaultImpl() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KeyVaultUtils.scala	16	5	2
private[kusto] def mergeKeyVaultAndOptionsStorageParams() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoDataSourceUtils.scala	19	5	2
def getSparkTypeToKustoTypeMap() in connector/src/main/scala/com/microsoft/kusto/spark/utils/DataTypeMapping.scala	6	5	1
private[kusto] def setMappingOnStagingTableIfNeeded() in connector/src/main/scala/com/microsoft/kusto/spark/utils/ExtendedKustoClient.scala	30	5	5
override def equals() in connector/src/main/scala/com/microsoft/kusto/spark/utils/KustoClientCache.scala	5	5	1
private def convertArrayToJson() in connector/src/main/scala/com/microsoft/kusto/spark/datasink/RowCSVWriterUtils.scala	19	5	3
private def format() in connector/src/main/scala/com/microsoft/kusto/spark/datasource/KustoFilter.scala	8	5	2
private def calculateHashPartitions() in connector/src/main/scala/com/microsoft/kusto/spark/datasource/KustoReader.scala	13	5	1