make-graph operator

The make-graph operator builds a graph structure from tabular inputs of edges and nodes.


Edges | make-graph SourceNodeId --> TargetNodeId [ with Nodes1 on NodeId1 [, Nodes2 on NodeId2 ]]


Name Type Required Description
Edges string ✔️ The tabular source containing the edges of the graph, each row represents an edge in the graph.
SourceNodeId string ✔️ The column in Edges with the source node IDs of the edges.
TargetNodeId string ✔️ The column in Edges with the target node IDs of the edges.
Nodes string The tabular expressions containing the properties of the nodes in the graph.
NodesId string The columns with the node IDs in Nodes.


The make-graph operator returns a graph expression and has to be followed by a graph operator. Each row in source Edges expression becomes an edge with the graph with properties that are the column values of the row. Each row in the nodes tabular expression becomes a node in the graph with properties that are the column values of the row. Nodes that appear in the Edges table but don't have a corresponding row in the nodes tables are created as nodes with the corresponding node ID and empty properties.


Each node has a unique identifier. If the same node ID appears in both the Nodes1 and Nodes2 tables, a single node is created by merging their properties. If there are conflicting property values for the same node, one of the values is arbitrarily chosen.


The following example builds a graph from edges and nodes tables. The nodes represent people and systems, and the edges are different relations between nodes. The make-graph operator builds the graph. Then, there's a call to graph-match with a graph pattern that searches for attack paths to the "Trent" system node.

let nodes = datatable(name:string, type:string, age:int) 
  "Alice", "Person", 23,  
  "Bob", "Person", 31,  
  "Eve", "Person", 17,  
  "Mallory", "Person", 29,  
  "Trent", "System", 99 
let edges = datatable(source:string, destination:string, edge_type:string) 
  "Alice", "Bob", "communicatesWith",  
  "Alice", "Trent", "trusts",  
  "Bob", "Trent", "hasPermission",  
  "Eve", "Alice", "attacks",  
  "Mallory", "Alice", "attacks",  
  "Mallory", "Bob", "attacks"  
| make-graph source --> destination with nodes on name 
| graph-match (mallory)-[attacks]->(compromised)-[hasPermission]->(trent) 
  where == "Mallory" and == "Trent" and attacks.edge_type == "attacks" and hasPermission.edge_type == "hasPermission" 
  project Attacker =, Compromised =, System =


Attacker Compromised System
Mallory Bob Trent