object GraphGen
The GraphGen companion object provides simple methods for creating data
and query graphs.
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def
buildQGraph[TLabel](nodes: Set[Int], chMap: Map[Int, Set[Int]], gLabel: Array[TLabel], inverse: Boolean, name: String)(implicit arg0: ClassTag[TLabel]): Graph[TLabel]
Build a query graph from the subgraph extracted from the data graph.
Build a query graph from the subgraph extracted from the data graph. Includes the renumbering of vertex ids.
- nodes
the nodes extracted from the data graph
- chMap
the child map: vertex -> children
- gLabel
the labels from the data graph
- inverse
whether to create inverse adjacency (parents)
- name
the name for the new query graph
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def
extractSubgraph[TLabel](size: Int, g: Graph[TLabel], inverse: Boolean = false, name: String = "g", stream: Int = 0)(implicit arg0: ClassTag[TLabel]): Graph[TLabel]
Extract a subgraph of 'size' vertices from graph 'g' by performing a breadth-first search from a random vertex.
Extract a subgraph of 'size' vertices from graph 'g' by performing a breadth-first search from a random vertex.
- size
the number of vertices to extract
- g
the data graph to extract from
- inverse
whether to create inverse adjacency (parents)
- name
the name of the graph
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def
genGraph[TLabel](typeSel: TLabel, stream: Int = 0, gSize: Int = 100, nLabels: Int = 100, gAvDegree: Int = 8, addPa: Boolean = false)(implicit arg0: ClassTag[TLabel]): Graph[TLabel]
Randomly generate a data graph 'g'.
Randomly generate a data graph 'g'.
- typeSel
the type selector
- gSize
the size of the data graph
- nLabels
the number of distinct labels
- gAvDegree
the average vertex out-degree for data graph
- addPa
whether to add direct references to parents
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def
genGraphs[TLabel](typeSel: TLabel, stream: Int = 0, gSize: Int = 100, qSize: Int = 10, nLabels: Int = 100, gAvDegree: Int = 8, qAvDegree: Int = 2, addPa: Boolean = false)(implicit arg0: ClassTag[TLabel]): (Graph[TLabel], Graph[TLabel])
Randomly generate both a data graph 'g' and a query graph 'q'.
Randomly generate both a data graph 'g' and a query graph 'q'.
- typeSel
the type selector
- gSize
the size of the data graph
- qSize
the size of the query graph
- nLabels
the number of distinct labels
- gAvDegree
the average vertex out-degree for data graph
- qAvDegree
the average vertex out-degree for query graph
- addPa
whether to add direct references to parents
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def
genPowerGraphs[TLabel](typeSel: TLabel, stream: Int = 0, gSize: Int = 100, qSize: Int = 10, nLabels: Int = 100, gAvDegree: Int = 8, qAvDegree: Int = 2, addPa: Boolean = false)(implicit arg0: ClassTag[TLabel]): (Graph[TLabel], Graph[TLabel])
Randomly generate both a data graph 'g' and a query graph 'q' using Power Law
Randomly generate both a data graph 'g' and a query graph 'q' using Power Law
- typeSel
the type selector
- gSize
the size of the data graph
- qSize
the size of the query graph
- nLabels
the number of distinct labels
- gAvDegree
the average vertex out-degree for data graph
- qAvDegree
the average vertex out-degree for query graph
- addPa
whether to add direct references to parents
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