Created
January 25, 2011 10:52
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Clojure Query Comprehension Macro
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(ns query-comprehension | |
(:use clojure.contrib.prxml)) | |
;; | |
;; Enhanced List Comprehensions supporting arbitary group-by, filtering and ordering. | |
;; | |
;; (from [ BINDING GENERATOR -- One or more Generator clauses | |
;; :when PREDICATE ] -- Zero or more Guards | |
;; :group-by [ EXPRESSION :into [KEY_NAME GROUP_NAME]] -- Optional Group-By qualifier | |
;; :having PREDICATE -- Optional Group Guard | |
;; :order-by EXPRESSION -- Optional Ordering qualifier | |
;; :select EXPRESSION) -- Projection | |
(defmacro step [m k f coll] | |
(if (contains? m k) | |
`(~f ~coll) | |
`(identity ~coll))) | |
(defn extract-row-spec | |
[generators] | |
(let [row-spec | |
(vec (filter (fn [s] (and (not (keyword? s)) | |
(not (= (symbol '_) s)))) | |
(map first (partition 2 generators) )))] | |
(if (= 1 (count row-spec)) (first row-spec) row-spec))) | |
(defmacro assert-args [fnname & pairs] | |
`(do (when-not ~(first pairs) | |
(throw (IllegalArgumentException. | |
~(str fnname " requires " (second pairs))))) | |
~(let [more (nnext pairs)] | |
(when more | |
(list* `assert-args fnname more))))) | |
(defmacro from | |
"Executes each generator/guard in a sequence comprehension then each | |
post-comprehension qualifier step is applied in order. Each step has its first | |
argument transformed into a function of the row spec. The row spec is determined | |
from the named element of each generator." | |
[generators & steps] | |
(assert-args from | |
(vector? generators) "a vector for its binding" | |
(even? (count generators)) "an even number of forms in binding vector" | |
(even? (count steps)) "an even number of steps") | |
(let [m (into {} (map vec (partition 2 steps))) | |
row-spec (extract-row-spec generators) | |
group-expr (first (:group-by m)) | |
group-spec (last (:group-by m)) | |
final-spec (if group-spec group-spec row-spec) | |
having-expr (:having m) | |
order-by-expr (:order-by m) | |
select-expr (:select m) | |
] | |
`(->> (for ~generators ~row-spec) | |
(step ~m :group-by (partial group-by (fn [~row-spec] ~group-expr))) | |
(step ~m :having (partial filter (fn [~final-spec] ~having-expr))) | |
(step ~m :order-by (partial sort-by (fn [~final-spec] ~order-by-expr))) | |
(step ~m :select (partial map (fn [~final-spec] ~select-expr))) | |
))) | |
(comment | |
(def orders [ | |
{ :customer_id 1 :date "01/02/10" :product "Toaster" :price 10 } | |
{ :customer_id 2 :date "02/02/10" :product "Cappuccino" :price 2} | |
{ :customer_id 3 :date "01/02/10" :product "Cappuccino" :price 2} | |
{ :customer_id 3 :date "01/02/10" :product "Plastic Penguin" :price 5} | |
{ :customer_id 3 :date "03/02/10" :product "Emacs Manual" :price 20}]) | |
(def customers [ | |
{ :customer_id 1 :company "Google" :name "Eric"} | |
{ :customer_id 2 :company "Oracle" :name "Larry"} | |
{ :customer_id 3 :company "Microsoft" :name "Bill"} | |
{ :customer_id 4 :company "Apple" :name "Steve"}]) | |
(prxml | |
[:Customers | |
(from [o orders | |
c customers | |
:when (= (o :customer_id) (c :customer_id)) ] | |
:group-by [(c :name) :into [name g]] | |
:order-by name | |
:select [ :Customer {:name name} | |
(from [[o c] g] | |
:group-by [(o :date) :into [date g2]] | |
:select [ :Total {:date date} | |
(reduce + (from [[o c] g2] | |
:select (o :price) ))] )] ) | |
]) | |
) |
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