How would I traverse through a graph and increment a value of a vertex property? Either by some fixed amount or by an amount in a property of an edge leading to it.
eg. with the following graph:
gremlin> graph = TinkerGraph.open()
==>tinkergraph[vertices:0 edges:0]
gremlin> g = graph.traversal()
==>graphtraversalsource[tinkergraph[vertices:0 edges:0], standard]
gremlin> a = g.addV('name','a','amount', 100).next()
==>v[0]
gremlin> b = g.addV('name','b','amount', 200).next()
==>v[3]
gremlin> c = g.addV('name','c','amount', 300).next()
==>v[6]
gremlin> a.addEdge('fill', b, 'bonus', 20)
==>e[9][0-drain->3]
gremlin> b.addEdge('fill', c, 'bonus', 40)
==>e[10][3-drain->6]
gremlin>
so
1) How would I increment each vertex by 10
?
at the end I want to have:
gremlin> g.V().valueMap()
==>[amount:[110],name:[a]]
==>[amount:[210.0],name:[b]]
==>[amount:[310.00],name:[c]]
Given the statement:
g.V(a).property('amount', X)
I guess I'm trying to do something like:
g.V(a).property('amount', g.V(a).values('amount').next()+10)
...but for all vertices in my graph. It looks like Tinkerpop2 had loop()
and it.object
that might have helped, but seems not in Tinkerpop3
Edit: OK, I am closer, but not quite there:
gremlin> g.V().as('x').property('amount', select('x').by('amount')+10)
No signature of method: org.apache.tinkerpop.gremlin.process.traversal.dsl.graph.DefaultGraphTraversal.plus() is applicable for argument types: (java.lang.Integer) values: [10]
Possible solutions: sum(), take(int), sum(groovy.lang.Closure), is(java.lang.Object), use([Ljava.lang.Object;), drop(int)
Type ':help' or ':h' for help.
Display stack trace? [yN]
2) How would I increment each vertex by the value of the bonus
property in the fill
edge leading to it.
at the end I want to have:
gremlin> g.V().valueMap()
==>[amount:[100],name:[a]]
==>[amount:[220.0],name:[b]]
==>[amount:[340.00],name:[c]]
I tried using a sack
to do it, but couldn't quite work it out as a sack accumulates the data throughout the traversal. I tried to put the withSack
within the repeat
clause to try and create a new sack, but that didn't work. I don't see how I can 'pass' the value of a property from one vertex to an operation on the next vertex.
Let me use TinkerPop's toy graph, so it's easier for others to follow. The toy graph contains 4 person vertices which have an age
property:
gremlin> g = TinkerFactory.createModern().traversal()
==>graphtraversalsource[tinkergraph[vertices:6 edges:6], standard]
gremlin> g.V().has("age").valueMap()
==>[name:[marko],age:[29]]
==>[name:[vadas],age:[27]]
==>[name:[josh],age:[32]]
==>[name:[peter],age:[35]]
To answer your first question, let's add a constant value (10
):
gremlin> g.V().has("age").
property("age", union(values("age"), constant(10)).sum()).valueMap()
==>[name:[marko],age:[39]]
==>[name:[vadas],age:[37]]
==>[name:[josh],age:[42]]
==>[name:[peter],age:[45]]
Another technique to do this is the use of sack()
s:
gremlin> g.withSack(0).V().has("age").
sack(assign).by("age").sack(sum).by(constant(10)).
property("age", sack()).valueMap()
==>[name:[marko],age:[39]]
==>[name:[vadas],age:[37]]
==>[name:[josh],age:[42]]
==>[name:[peter],age:[45]]
Now to your second question about adding a dynamic value, coming from incident edges. In the toy graph we have a weight
property on every edge, so let's use it:
gremlin> g.V().has("age").
property("age", union(values("age"), bothE().values("weight")).sum()).valueMap()
==>[name:[marko],age:[30.9]]
==>[name:[vadas],age:[27.5]]
==>[name:[josh],age:[34.4]]
==>[name:[peter],age:[35.2]]
And again you could also use sack()
:
gremlin> g.withSack(0).V().has("age").
sack(assign).by("age").sack(sum).by(bothE().values("weight").sum()).
property("age", sack()).valueMap()
==>[name:[marko],age:[30.9]]
==>[name:[vadas],age:[27.5]]
==>[name:[josh],age:[34.4]]
==>[name:[peter],age:[35.2]]
So the ultimate question is: Should one technique preferred over the other? I'd say yes, sack()
should be your choice - the traversals are longer in terms of what you have to type, but look at the .profile()
output, sack()
can easily outperform union()
.
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