I have a vector of maps, that I'd like to transform in a nested fashion.
The data is structured as follows:
(def data
[{:id 1 :name "a" :parent 0}
{:id 2 :name "b" :parent 0}
{:id 3 :name "c" :parent 0}
{:id 4 :name "a_1" :parent 1}
{:id 5 :name "a_2" :parent 1}
{:id 6 :name "b_1" :parent 2}
{:id 7 :name "a_1_1" :parent 4}])
Each map has an :id
, some other keys and values not important for this discussion, and :parent
key, denoting if the elements belong to another element. If :parent
is 0, it's a top level element.
I want to nest this flattened list so that each element belonging to a parent gets stored under a key :nodes
in the parent map, like this:
(def nested
[{:id 1 :name "a" :parent 0 :nodes
[{:id 4 :name "a_1" :parent 1 :nodes []}
{:id 5 :name "a_2" :parent 1 :nodes
[{:id 7 :name "a_1_1" :parent 4 :nodes []}]}]}
{:id 2 :name "b" :parent 0 :nodes
[{:id 6 :name "b_1" :parent 2}]}
{:id 3 :name "c" :parent 0 :nodes []}])
To sum up - I have a flattened tree-like structure that I whish to transform into a tree again. I tried to achieve this using zippers, but failed to handle arbritarily nested levels.
The easiest way is to build it recursively by performing a full scan at each step:
(defn tree
([flat-nodes]
(tree flat-nodes 0))
([flat-nodes parent-id]
(for [node flat-nodes
:when (= (:parent node) parent-id)]
(assoc node
:nodes (tree flat-nodes (:id node))))))
and then
=> (tree data)
({:parent 0, :name "a", :nodes
({:parent 1, :name "a_1", :nodes
({:parent 4, :name "a_1_1", :nodes (), :id 7}), :id 4}
{:parent 1, :name "a_2", :nodes (), :id 5}), :id 1}
{:parent 0, :name "b", :nodes
({:parent 2, :name "b_1", :nodes (), :id 6}), :id 2}
{:parent 0, :name "c", :nodes (), :id 3})
(defn tree [flat-nodes]
(let [children (group-by :parent flat-nodes)
nodes (fn nodes [parent-id]
(map #(assoc % :nodes (nodes (:id %)))
(children parent-id)))]
(nodes 0)))