GoogleCloudPlatform / df-ml-anomaly-detection

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.

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Unit Size Overall

There are 77 units with 993 lines of code in units (40.7% of code).

0 very long units (0 lines of code)
1 long units (78 lines of code)
16 medium size units (471 lines of code)
16 small units (237 lines of code)
44 very small units (207 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
public static PipelineResult run() in src/main/java/com/google/solutions/df/log/aggregations/SecureLogAggregationPipeline.java	78	2	1
public PCollection expand() in src/main/java/com/google/solutions/df/log/aggregations/common/fraud/detection/PredictTransform.java	42	1	1
public void processElement() in src/main/java/com/google/solutions/df/log/aggregations/common/PredictTransform.java	42	1	1
public PCollection expand() in src/main/java/com/google/solutions/df/log/aggregations/common/LogRowTransform.java	36	1	1
public static PipelineResult run() in src/main/java/com/google/solutions/df/log/aggregations/FraudDetectionFinServTranPipeline.java	35	1	1
public WriteResult expand() in src/main/java/com/google/solutions/df/log/aggregations/common/BQWriteTransform.java	33	3	1
public WriteResult expand() in src/main/java/com/google/solutions/df/log/aggregations/common/fraud/detection/BQWriteTransform.java	32	3	1
public void processElement() in src/main/java/com/google/solutions/df/log/aggregations/common/PredictTransform.java	32	4	1
public void onTimer() in src/main/java/com/google/solutions/df/log/aggregations/common/DLPTransform.java	30	3	1
public PCollection expand() in src/main/java/com/google/solutions/df/log/aggregations/common/JsonToRowValidationTransform.java	28	1	1
public void onTimer() in src/main/java/com/google/solutions/df/log/aggregations/common/fraud/detection/PredictTransform.java	27	5	1
public void processElement() in src/main/java/com/google/solutions/df/log/aggregations/common/fraud/detection/PredictTransform.java	24	2	1
public Row apply() in src/main/java/com/google/solutions/df/log/aggregations/common/MergeOutlierMap.java	23	1	1
public Row apply() in src/main/java/com/google/solutions/df/log/aggregations/common/MergeLogAggrMap.java	23	1	1
public Row apply() in src/main/java/com/google/solutions/df/log/aggregations/common/DLPTransform.java	22	1	1
public void processElement() in src/main/java/com/google/solutions/df/log/aggregations/common/JsonToRowValidationTransform.java	21	4	1
public Row apply() in src/main/java/com/google/solutions/df/log/aggregations/common/LogAggrMapElement.java	21	1	1
public void processElement() in src/main/java/com/google/solutions/df/log/aggregations/common/IpToGeoDoFn.java	20	2	1
public CentroidVector apply() in src/main/java/com/google/solutions/df/log/aggregations/common/ClusterDataMapElement.java	20	1	1
public PCollection expand() in src/main/java/com/google/solutions/df/log/aggregations/common/fraud/detection/ReadTransactionTransform.java	19	1	1
public void processElement() in src/main/java/com/google/solutions/df/log/aggregations/common/DLPTransform.java	19	1	1
public void startBundle() in src/main/java/com/google/solutions/df/log/aggregations/common/fraud/detection/PredictTransform.java	18	1	0
public PCollection expand() in src/main/java/com/google/solutions/df/log/aggregations/common/DLPTransform.java	16	2	1
public void setup() in src/main/java/com/google/solutions/df/log/aggregations/common/DLPTransform.java	14	4	0
public PCollection expand() in src/main/java/com/google/solutions/df/log/aggregations/common/ReadFlowLogTransform.java	14	1	1
public void processElement() in src/main/java/com/google/solutions/df/log/aggregations/common/DLPTransform.java	13	2	1
public PCollection expand() in src/main/java/com/google/solutions/df/log/aggregations/common/PredictTransform.java	13	1	1
public void processElement() in src/main/java/com/google/solutions/df/log/aggregations/StreamingBenchmark.java	13	1	1
public void processElement() in src/main/java/com/google/solutions/df/log/aggregations/common/fraud/detection/ReadTransactionTransform.java	12	2	1
public static PipelineResult run() in src/main/java/com/google/solutions/df/log/aggregations/StreamingBenchmark.java	12	1	1
public void setup() in src/main/java/com/google/solutions/df/log/aggregations/StreamingBenchmark.java	12	1	0
public void setup() in src/main/java/com/google/solutions/df/log/aggregations/common/IpToGeoDoFn.java	11	1	0
public PCollection expand() in src/main/java/com/google/solutions/df/log/aggregations/common/RawLogDataTransform.java	11	1	1
public static String emitResult() in src/main/java/com/google/solutions/df/log/aggregations/common/fraud/detection/PredictTransform.java	10	1	2
public void process() in src/main/java/com/google/solutions/df/log/aggregations/common/fraud/detection/PredictTransform.java	9	1	2
public static String getClusterDetails() in src/main/java/com/google/solutions/df/log/aggregations/common/Util.java	9	1	1
public boolean equals() in src/main/java/com/google/solutions/df/log/aggregations/common/AvgCombineFn.java	9	6	1
public static double calculateStdDeviation() in src/main/java/com/google/solutions/df/log/aggregations/common/Util.java	8	1	2
public void process() in src/main/java/com/google/solutions/df/log/aggregations/common/DLPTransform.java	8	1	2
public DLPTokenizationDoFn() in src/main/java/com/google/solutions/df/log/aggregations/common/DLPTransform.java	8	1	3
public void startBundle() in src/main/java/com/google/solutions/df/log/aggregations/common/DLPTransform.java	8	2	0
public Accum mergeAccumulators() in src/main/java/com/google/solutions/df/log/aggregations/common/AvgCombineFn.java	8	2	1
public PredictRemote() in src/main/java/com/google/solutions/df/log/aggregations/common/fraud/detection/PredictTransform.java	7	1	4
public int hashCode() in src/main/java/com/google/solutions/df/log/aggregations/common/AvgCombineFn.java	7	1	0
public static void main() in src/main/java/com/google/solutions/df/log/aggregations/FraudDetectionFinServTranPipeline.java	7	1	1
public static void main() in src/main/java/com/google/solutions/df/log/aggregations/SecureLogAggregationPipeline.java	7	1	1
public static Integer findDuration() in src/main/java/com/google/solutions/df/log/aggregations/common/Util.java	6	1	2
public void tearDown() in src/main/java/com/google/solutions/df/log/aggregations/common/IpToGeoDoFn.java	6	2	0
public void finishBundle() in src/main/java/com/google/solutions/df/log/aggregations/common/DLPTransform.java	5	2	0
public Accum addInput() in src/main/java/com/google/solutions/df/log/aggregations/common/AvgCombineFn.java	5	1	2