Neo4j: Merge Duplicate Nodes - graph

Question

I made some wrong moves in Neo4j, and now we have a graph with duplicate nodes. Among the duplicate pairs, the full property set belongs to the first of the pair, and the relationships all belong to the second in the pair. The index is the node_auto_index.
Nodes:
Id Name Age From Profession
1 Bob 23 Canada Doctor
2 Amy 45 Switzerland Lawyer
3 Sam 09 US
4 Bob
5 Amy
6 Sam
Relationships:
Id Start End Type
1 4 6 Family
2 5 6 Family
3 4 5 Divorced
I am trying to avoid redoing the whole batch import. Is there a way to merge the nodes in cypher based on the "name" string property, while keeping all of the properties and the relationships?
Thank you!

Answer 1

Okay, I think I figured it out:
START first=node(*), second=node(*)
WHERE has(first.Name) and has(second.Name) and has(second.Age) and NOT(has(first.Age))
WITH first, second
WHERE first.Name= second.Name
SET first=second
The query is still processing, but is there a more efficient way of doing this?

Answer 2

You create a cross product here between the two sets, so that will be expensive. Better is to do an index lookup for name.
START first=node(*), second=node(*)
WHERE has(first.Name) and has(second.Name) and has(second.Age) and NOT(has(first.Age))
WITH first, second
SKIP 20000 LIMIT 20000
WHERE first.Name= second.Name
SET first=second
And you probably have to paginate the processing as well.
START n=node:node_auto_index("Name:*")
WITH n.Name, collect(n) nodes
SKIP 20000 LIMIT 20000
WHERE length(nodes) == 2
WITH head(filter(x in nodes : not(has(x.Age)))) as first, head(filter(x in nodes : has(x.Age))) as second
SET first=second