Rewrite nested Clojure data with a declared shape.
over compiles a selector and rewrite body into code in the style of update/mapv/update-vals, but keeps the shape in one place. It visits only what you select.
(over selector body) ; => rewritten value
(over-> value selector body) ; => rewritten value (thread-first helper)
(over->> selector body value); => rewritten value (thread-last helper)(def data
{:left [{:p 1 :q 2}
{:r 3}
{:s 4}]
:right [{:t 5}]})
(over [{_ [{_ n}]} data]
{n (cond-> n (even? n) inc)})
;; => {:left [{:p 1 :q 3} {:r 3} {:s 5}]
;; :right [{:t 5}]}Sequential example:
(over [[n] [1 2 3]]
{n? (even? n)})
;; => [2]Threading helpers:
(-> data
(over-> [{_ [{_ n}]}]
{n (cond-> n (even? n) inc)}))Map + vector traversal with one binding.
Plain Clojure:
(update-vals data
#(mapv (fn [m]
(update-vals m (fn [n] (cond-> n (even? n) inc))))
%))(require '[clojure.string :as str])
(def users
{:alice {:active true :email "ALICE@EXAMPLE.COM"}
:bob {:active false :email "bob@example.com"}
:cara {:active true :email "CARA@EXAMPLE.COM"}})
(over [{_ {:keys [active email] :as u}} users]
{u? active
email (str/lower-case email)})
;; => {:alice {:active true :email "alice@example.com"}
;; :cara {:active true :email "cara@example.com"}}Map-entry traversal with a guard (u?) to drop entries.
Plain Clojure:
(->> users
(reduce-kv (fn [m id u]
(if (:active u)
(assoc m id (update u :email str/lower-case))
m))
{}))(def db
{:orders [{:id 1
:lines [{:sku "A" :qty 2 :vendor "x"}
{:sku "B" :qty 1 :vendor "y"}]}
{:id 2
:lines [{:sku "C" :qty 1 :vendor "y"}]}]
:users {"tim" {:cart [{:sku "B" :qty 3 :vendor "y"}]}}})
(over [{:keys [orders users]} db
[{:keys [lines]}] orders
[{line-sku :sku, vendor :vendor}] lines
{id {:keys [cart]}} users
[{cart-sku :sku cart-vendor :vendor}] cart]
{line-sku (if (= vendor "y") (str line-sku "-y") line-sku)
cart-sku (if (= cart-vendor "y") (str cart-sku "-y") cart-sku)})
;; => {:orders [{:id 1, :lines [{:sku "A", :qty 2, :vendor "x"}
;; {:sku "B-y", :qty 1, :vendor "y"}]}
;; {:id 2, :lines [{:sku "C-y", :qty 1, :vendor "y"}]}]
;; :users {"tim" {:cart [{:sku "B-y", :qty 3, :vendor "y"}]}}}Plain Clojure:
(let [suffix-sku (fn [{:keys [sku vendor] :as line}]
(if (= vendor "y")
(assoc line :sku (str sku "-y"))
line))]
(-> db
(update :orders
(fn [orders]
(mapv (fn [order]
(update order :lines #(mapv suffix-sku %)))
orders)))
(update :users
(fn [users]
(update-vals users #(update % :cart (fnil (partial mapv suffix-sku) [])))))))A selector is a vector of alternating pattern and source:
(over [pattern1 source1
pattern2 source2
...]
body-map)- The first
sourceis the input expression. - Later sources must be previously bound symbols.
- The selector looks like destructuring, but it is a query: it binds and traverses; it does not introduce locals the way Clojure destructuring does.
- Map-entry traversal:
{kpat vpat}- Requires a map value; iterates entries.
kpatbinds the key (no traversal).vpatmay traverse.- Key traversal is intentionally not supported to keep map semantics and identity guarantees predictable.
- Sequential traversal:
[pat]- Requires a sequential or set value; iterates elements.
- Sequential destructure traversal:
(seq [k v & more])- Iterates elements and destructures each element as a vector, supporting
&and:as.
- Iterates elements and destructures each element as a vector, supporting
- Plain symbol:
sym- Binds the current value.
- Map destructuring form:
{:keys [...], :strs [...], :as sym, :or {...}}- No traversal; binds keys and/or
:as. - Nested destructuring inside
:keys/:strsis rejected. - Explicit key bindings are allowed, Clojure-style:
{user-id :id, org-id "org_id"}
- No traversal; binds keys and/or
- Records are treated as maps and may come back as plain maps after rewrite.
Unsupported or ambiguous patterns are rejected with ex-info including :phase, :path, and :pattern.
The body is a map from target symbols to expressions.
- A key
xrewrites the bindingx. - A key
x?is a guard. When false, the corresponding structural position is elided.
Elision rules:
- Map-entry traversal: false guard removes the entry.
- Sequential traversal: false guard removes the element.
- Map destructure key: false guard removes that key.
:asbinding: false guard removes the whole element at that level.
Traversal is post-order: children are processed before parents. Guards see post-child values.
Plain Clojure is already a win when:
- A couple of
updatecalls are clearer than any DSL. update-vals+mapvis easier to scan for simple shapes.
clojure.walk/postwalk is better when:
- You need full-tree traversal.
- You don’t know the shape ahead of time.
over fits when:
- You have a known shape and want to touch a few nested spots.
- You want the traversal shape and the rewrite adjacent.
- You want compiled code that avoids full walks and keeps structural sharing.
- Not a general tree rewriting engine.
- Not a replacement for all data transformation.
- Not arbitrary destructuring: selectors are queries, not local binding forms.
- No
:letor computed traversal paths.
- Identity: if no effective change occurs (value and metadata equality at all rewritten
points),
overreturns a result that isidentical?to the input. - See CLOS.md for the CLOS-style generic function system in this repo.
clj -M:checkMIT