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fixup! Add graph visualizations to anomaly detection
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+36
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5 files changed

+36
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‎domains/anomaly-detection/graphs/TopCentral.template.gv‎

Lines changed: 2 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -4,11 +4,11 @@
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//
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strict digraph top_central_template {
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//Begin-Template
7-
graph [layout = "fdp"; start = "7"; splines = "spline"; beautify = true;];
7+
graph [layout = "fdp"; start = "7"; splines = "spline"; beautify = true; pad = "0.8,0.1";];
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graph [fontname = "Helvetica,Arial,sans-serif"; labelloc = "t";];
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node [colorscheme = "bugn9"; color = 6; fillcolor = 3;]; # Alternative: color = "0.58 0.75 0.75"; fillcolor = "0.58 0.15 0.99"
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edge [colorscheme = "bugn9"; color = 7; ]; # Alternative: color = "0.58 0.75 0.85";
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node [fontsize = 10; style = "filled"; margin = "0.001,0.001"];
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node [fontsize = 8; style = "filled"; margin = "0.001,0.001"];
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edge [fontsize = 4; arrowsize = "0.4";];
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central [shape = "doublecircle"; margin = "0.00001,0.00001";];

‎domains/anomaly-detection/graphs/TopFixSized.template.gv‎

Lines changed: 28 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,28 @@
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// This is a GraphViz dot template file for the visualization of a anomaly archetype graphs with a selected central node.
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// The main part of the template is marked by the comments "Begin-Template" and "End-Template".
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// It also contains a simple example graph.
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//
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strict digraph top_central_template {
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//Begin-Template
7+
graph [layout = "fdp"; start = "7"; splines = "spline"; beautify = true; pad = "0.8,0.1"];
8+
graph [fontname = "Helvetica,Arial,sans-serif"; labelloc = "t";];
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node [colorscheme = "bugn9"; color = 6; fillcolor = 3;];
10+
edge [colorscheme = "bugn9"; color = 7; ];
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node [shape = "circle"; fixedsize = true]
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node [fontsize = 8; style = "filled";];
13+
edge [fontsize = 4; arrowsize = "0.4";];
14+
15+
central [shape = "doublecircle"; fixedsize = false; margin = "0.000001,0.000001";];
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central [fontsize = 16;];
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central [color = 7; fillcolor = 5; penwidth = 3;];
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limit_hint [color = 7; fillcolor = 5; penwidth = 2;]
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limit_hint [shape = "note"; fixedsize = false; fontsize = 10;]
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limit_hint [label = "limited\nnode count";]
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limit_hint -> central [dir = "back"; arrowtail = "inv"]; // Signals that the number of edges might have been limited
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24+
//End-Template
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"A" -> "central" [penwidth = 1.0; label = 1;];
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"A" -> "B" [penwidth = 3.0; label = 4;];
27+
"B" -> "central" [penwidth = 2.0; label = 2;];
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}

‎domains/anomaly-detection/graphs/TopOutlier.cypher‎

Lines changed: 3 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -17,7 +17,7 @@
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,coalesce(central.fqn, central.globalFqn, central.fileName, central.signature, central.name) AS targetName
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,[] AS graphVizOutput
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WITH *, graphVizOutput + ["graph [label=\"" + graphLabel + targetName + "\\n\\n\"];"] AS graphVizOutput
20-
WITH *, "🧩\\noutlier #" + central.anomalyOutlierRank + "\\n" + central.name AS centralNodeLabel
20+
WITH *, "🧩 outlier #" + central.anomalyOutlierRank + "\\n" + central.name AS centralNodeLabel
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WITH *, graphVizOutput + ["central [label=\"" + centralNodeLabel + "\"];"] AS graphVizOutput
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// Step 3: Query direct incoming dependencies to the central node
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MATCH (source)-[dependency:DEPENDS_ON]->(central)
@@ -29,9 +29,8 @@
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WITH *, round((toFloat(weight) / toFloat(maxWeight) * 2.5) + 0.4, 1.0) AS penWidth
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WITH *, "label=" + weight + "; weight=" + weight + "; penwidth=" + penWidth AS edgeAttributes
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WITH *, CASE WHEN source.clusteringHDBSCANNormalizedDistanceToMedoid > clusterMedoidDistanceThreshold THEN 5 ELSE 2 END AS scaledNodeBorder
32-
WITH *, round((1.0 - source.clusteringHDBSCANProbability) * 1.8 - 0.2, 3) AS scaledNodeSize
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WITH *, round((1.0 - source.clusteringHDBSCANProbability) * 1.3 + 1.0, 3) AS scaledNodeSize
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WITH *, round(source.clusteringHDBSCANProbability * 100.0, 2) + "%" AS labelValue
34-
WITH *, coalesce(scaledNodeSize, 0.5) AS scaledNodeSize
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WITH *, source.name + "_" + split(elementId(source), ':')[-1] AS sourceId
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WITH *, "penwidth = " + scaledNodeBorder + "; " AS directInBorder
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WITH *, "height = " + scaledNodeSize + "; " AS directInSize
@@ -57,9 +56,8 @@
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// Use a lighter color for the target nodes of outgoing dependencies from the central node and their edges
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WITH *, edgeAttributes + "; color = 5" AS edgeAttributes
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WITH *, CASE WHEN source.clusteringHDBSCANNormalizedDistanceToMedoid > clusterMedoidDistanceThreshold THEN 5 ELSE 2 END AS scaledNodeBorder
60-
WITH *, round((1.0 - source.clusteringHDBSCANProbability) * 1.8 - 0.2, 3) AS scaledNodeSize
59+
WITH *, round((1.0 - source.clusteringHDBSCANProbability) * 1.3 + 1.0, 3) AS scaledNodeSize
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WITH *, round(source.clusteringHDBSCANProbability * 100.0, 2) + "%" AS labelValue
62-
WITH *, coalesce(scaledNodeSize, 0.5) AS scaledNodeSize
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WITH *, source.name + "_" + split(elementId(source), ':')[-1] AS sourceId
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WITH *, "penwidth = " + scaledNodeBorder + "; " AS directOutBorder
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WITH *, "height = " + scaledNodeSize + "; " AS directOutSize
@@ -68,7 +66,6 @@
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WITH *, " [" + directOutLabel + directOutBorder + directOutSize + directOutColors + "]; " AS directOutNodeProperties
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WITH *, "\"" + sourceId + "\" " + directOutNodeProperties AS directOutNode
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WITH maxWeight
71-
,clusterMedoidDistanceThreshold
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,central
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,graphVizOutput
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,incomingDependencyNodes
@@ -83,7 +80,6 @@
8380
AND anotherDirectDependentNode <> directDependentNode
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ORDER BY dependency.weight DESC, directDependentNode.name ASC
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WITH maxWeight
86-
,clusterMedoidDistanceThreshold
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,central
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,graphVizOutput
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,directDependentNode

‎domains/anomaly-detection/graphs/TopSized.template.gv‎

Lines changed: 2 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -4,12 +4,12 @@
44
//
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strict digraph top_central_template {
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//Begin-Template
7-
graph [layout = "fdp"; start = "7"; splines = "spline"; beautify = true;];
7+
graph [layout = "fdp"; start = "7"; splines = "spline"; beautify = true; pad = "0.8,0.1";];
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graph [fontname = "Helvetica,Arial,sans-serif"; labelloc = "t";];
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node [colorscheme = "bugn9"; color = 6; fillcolor = 3;]; # Alternative: color = "0.58 0.75 0.75"; fillcolor = "0.58 0.15 0.99"
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edge [colorscheme = "bugn9"; color = 7; ]; # Alternative: color = "0.58 0.75 0.85";
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node [shape = "circle";]
12-
node [fontsize = 10; style = "filled"; margin = "0.0001,0.0001"];
12+
node [fontsize = 8; style = "filled"; margin = "0.0001,0.0001"];
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edge [fontsize = 4; arrowsize = "0.4";];
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1515
central [shape = "doublecircle"; margin = "0.000001,0.000001";];

‎domains/anomaly-detection/graphs/anomalyDetectionGraphVisualization.sh‎

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -145,7 +145,7 @@ anomaly_detection_graph_visualization() {
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create_graph_visualization "report_name=TopBottleneck" "template_name=TopCentral" "${@}"
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create_graph_visualization "report_name=TopAuthority" "template_name=TopSized" "${@}"
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create_graph_visualization "report_name=TopBridge" "template_name=TopCentral" "${@}"
148-
create_graph_visualization "report_name=TopOutlier" "template_name=TopSized" "${@}"
148+
create_graph_visualization "report_name=TopOutlier" "template_name=TopFixSized" "${@}"
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}
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