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test.cljc
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test.cljc
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(ns com.wsscode.pathom.connect.test
(:require
[clojure.data :as data]
[com.wsscode.common.combinatorics :as combo]
[clojure.set :as set]
[clojure.spec.alpha :as s]
[clojure.walk :as walk]
[#?(:clj com.wsscode.common.async-clj
:cljs com.wsscode.common.async-cljs) :refer [go-catch]]
[com.wsscode.pathom.core :as p]
[com.wsscode.pathom.connect :as pc]
[com.wsscode.pathom.test :as pt])
#?(:clj
(:import (java.util Date))))
;; EXPERIMENTAL
;; generative test helpers
(def parser-env
{:async-reader pt/async-reader
::pt/depth-limit 10
::p/reader pt/reader
::p/union-path pt/union-test-path})
(def parser (p/parser {:mutate pt/mutate-fn}))
(defn resolve-fn
[{{::pc/keys [output]} ::pc/resolver-data} _]
(parser (assoc parser-env ::pt/include-nils? false) output))
(defn async-resolve-fn
[{{::pc/keys [output]} ::pc/resolver-data :as env} _]
(if (-> env :ast :key (pt/hash-mod? 3))
(go-catch
(parser (assoc parser-env ::pt/include-nils? false) output))
(parser (assoc parser-env ::pt/include-nils? false) output)))
;; auto-test
(s/def ::values set?)
(s/def ::error any?)
(s/def ::depth nat-int?)
(s/def ::error-box (s/keys :req [::error]))
(s/def ::data-bank any?)
(s/def ::data-bank-raw (s/map-of ::pc/attribute ::values))
(s/def ::input-arguments (s/map-of ::pc/attribute any?))
(s/def ::call-result (s/or :error (s/keys :req [::error]) :value any?))
(s/def ::call-event (s/map-of ::input-arguments ::call-result))
(s/def ::call-history (s/map-of symbol? ::call-event))
(s/def ::calls (s/coll-of map? :kind set?))
(s/def ::log (s/tuple inst? symbol? map? map?))
(s/def ::call-log (s/coll-of ::log :kind vector?))
(s/def ::multi-args (s/coll-of ::pc/attributes-set :kind set?))
(s/def ::event-type #{::report-seek
::report-resolver-start
::report-resolver-discover
::report-resolver-call})
(s/def ::report-fn any?)
(declare test-resolver* discover-data)
(defn reduce-first [col] (reduce #(reduced %2) nil col))
(defn add-subsets [{::keys [multi-args] :as a} b]
(let [b-keys (set (keys b))]
(reduce
(fn [m args]
(if (set/subset? args b-keys)
(update m args (fnil conj #{}) (select-keys b (set/intersection args b-keys)))
m))
a
multi-args)))
(defn dissoc-stats-keys [data-bank]
(dissoc data-bank ::call-history ::call-log ::out-shape-mismatch ::unreachable))
(defn bank-add
"Adds new information to a data bank, the data bank is feed by resolver outputs
and is used to feed in as input to call other resolvers."
[{::keys [bank-ignore] :as env
:or {bank-ignore #{::p/not-found}}} a b]
(let [bank-add' (partial bank-add env)]
(if (map? b)
(-> (reduce-kv
(fn [m k v]
(if v
(cond-> (if (contains? bank-ignore v)
m
(update m k (fnil conj #{}) v))
(map? v) (bank-add' v)
(sequential? v) (as-> <> (reduce bank-add' <> v)))
m))
a
(dissoc b ::pc/env))
(add-subsets b))
a)))
(defn unreachable
"Mark attribute k as unreachable on db. Returns ::unreachable."
[{::keys [data-bank]} k]
(swap! data-bank update ::unreachable (fnil conj #{}) k)
{::error ::unreachable})
(s/fdef unreachable
:args (s/cat :env (s/keys :req [::data-bank]) :k ::pc/attribute)
:ret ::error-box)
(defn report [{::keys [report-fn] :as env} event data]
(if report-fn
(let [env' (update env ::depth #(or % 0))]
(report-fn env' event data))))
(defn seek-attr
"Try to run more resolvers to get more attributes of type `attr`."
[{::keys [data-bank resolver-trace depth]
::pc/keys [indexes]
:or {depth 0}
:as env}
attr]
(let [db @data-bank
db-keys (set (keys db))
{::pc/keys [index-oir index-resolvers]} indexes]
(report env ::report-seek {::pc/attribute attr})
(if-let [attr-resolvers (get index-oir attr)]
(or (->> attr-resolvers
(mapcat (fn [[attrs syms]]
(let [missing (set/difference attrs db-keys)]
(for [s syms]
{:sym s
:data (get index-resolvers s)
:attrs attrs
:missing missing}))))
(sort-by (comp count :missing))
(eduction
(remove (comp (or resolver-trace #{}) :sym))
(keep (fn [{:keys [sym data]}]
(let [env' (-> env
(assoc ::depth (inc depth))
(update ::resolver-trace (fnil conj #{}) sym))]
(test-resolver* env' data)
(when (not= (get db attr) (get @data-bank attr))
(get @data-bank attr))))))
(reduce-first))
(unreachable env attr))
(unreachable env attr))))
(s/fdef seek-attr
:args (s/cat :env (s/keys :req [::data-bank ::pc/indexes]
:opt [::resolver-trace])
:attr ::pc/attribute)
:ret (s/or :err ::error-box :inputs ::values))
(defn resolve-attr
"Find a value for an attribute."
[{::keys [data-bank force-seek?] :as env} attr]
(let [db @data-bank]
(if force-seek?
(seek-attr (dissoc env ::force-seek?) attr)
(or (get db attr)
(seek-attr env attr)))))
(defn discover-data
"Pick a new input for a resolver from the data bank."
[env {::pc/keys [input]}]
(zipmap input (map #(resolve-attr env %) input)))
(defn call-add [env a b]
(-> (bank-add env a b)
(update ::calls (fnil conj #{}) b)))
(defn now []
#?(:clj (Date.)
:cljs (js/Date.)))
(defn log!
[{::keys [data-bank]}
{::pc/keys [sym]}
{:keys [in out]}]
(swap! data-bank update ::call-log (fnil conj []) [(now) sym in out])
out)
(defn collect-multi-args
"Collect inputs with more than one attribute from the index."
[indexes]
(->> indexes ::pc/index-resolvers vals
(map ::pc/input)
(filter #(> (count %) 1))
(set)))
(s/fdef collect-multi-args
:args (s/cat :idx (s/keys :req [::pc/index-resolvers]))
:ret ::multi-args)
(defn expand-output-tree
"Connect normaly only indexes the direct root attributes for scan fetching.
But for test discovery we also want the nested to be available as options
during parsing. This function brings the nested items to top level."
[indexes]
(let [resolvers (->> indexes ::pc/index-resolvers)]
(reduce-kv
(fn add-output [idx _ {::pc/keys [sym output input] :as res}]
(reduce
(fn [idx attr]
(let [attr' (if (map? attr) (ffirst attr) attr)]
(cond-> (update-in idx [::pc/index-oir attr' input] (fnil conj #{}) sym)
(map? attr)
(add-output nil (assoc res ::pc/output (first (vals attr)))))))
idx
output))
indexes
resolvers)))
(s/fdef expand-output-tree
:args (s/cat :idx (s/keys :req [::pc/index-resolvers]))
:ret (s/keys :req [::pc/index-resolvers ::pc/index-oir]))
(defn input-list
[{::keys [data-bank]} {::pc/keys [input]} in-data]
(let [db @data-bank]
(cond
(zero? (count input))
[{}]
(= 1 (count input))
(let [[k inputs] (first in-data)]
(map #(hash-map k %) inputs))
:else
(concat (get db input)
(->> (apply combo/cartesian-product (vals in-data))
(map #(zipmap (keys in-data) %))
(remove (get db input #{})))))))
(s/fdef input-list
:args (s/cat :env (s/keys :req [::data-bank])
:resolver (s/keys :req [::pc/input])
:in-data (s/map-of keyword? set?))
:ret (s/coll-of (s/map-of ::pc/attribute any?)))
(defn vector->set
"Recursively converts all vectors in sets."
[x]
(walk/prewalk
(fn [x]
(if (and (vector? x) (not (map-entry? x)))
(set x)
x))
x))
(defn find-join-value [q k]
(some (fn [i]
(if (and (map? i)
(= k (ffirst i)))
(-> i first second))) q))
(defn diff-data-shapes
"Return the query shape differece."
[a b]
(let [a (->> (vector->set a)
(into #{} (remove #(and (keyword? %)
(find-join-value b %)))))
b (vector->set b)
[missing] (data/diff a b)
post-missing
(some->> missing
(into []
(keep (fn [x]
(if (map? x)
(let [[k v] (first x)
val-diff (diff-data-shapes v (find-join-value b k))]
(if val-diff
{k val-diff}))
x)))))]
(if (seq post-missing)
post-missing)))
(defn return-extra-attributes [{::pc/keys [output]} out]
(-> (pc/data->shape out)
(diff-data-shapes output)))
(defn merge-mismatch
[{::keys [out-cumulative]}
{::pc/keys [output]}
out]
(let [out-shape (pc/data->shape out)
out-c (p/merge-queries (or out-cumulative output) out-shape)]
{::out-base output
::out-cumulative out-c
::out-missing (diff-data-shapes out-c output)}))
(defn inc* [x] (if x (inc x) 1))
(defn test-resolver*
"Test a resolver."
([{::keys [data-bank force-seek?] :as env} {::pc/keys [sym] :as resolver}]
(report env ::report-resolver-start resolver)
(let [db @data-bank
env (update env ::depth inc*)
in-data (discover-data env resolver)]
(report env ::report-resolver-discover (assoc resolver ::data-bank in-data))
(if (some ::error (vals in-data))
(if force-seek?
(log! env resolver {:in in-data :out ::unreachable})
(recur (assoc env ::force-seek? true) resolver))
(if-let [input' (->> (input-list env resolver in-data)
(remove (get-in db [::call-history sym] {}))
(first))]
(test-resolver* env resolver input')
(if force-seek?
(log! env resolver {:in in-data :out ::end-of-input})
(recur (assoc env ::force-seek? true) resolver))))))
([{::keys [data-bank] :as env}
{::pc/keys [sym] :as resolver}
input]
(report env ::report-resolver-call (assoc resolver ::input-arguments input))
(let [out (try
(some-> (pc/call-resolver (assoc env ::pc/resolver-data resolver) input)
(dissoc ::pc/env))
(catch #?(:clj Throwable :cljs :default) e
{::error e}))]
(swap! data-bank update-in [::call-history sym] assoc input out)
(log! env resolver {:in input :out out})
(if-not (::error out)
(do
(when (return-extra-attributes resolver out)
(swap! data-bank update-in [::out-shape-mismatch sym]
merge-mismatch resolver out))
(swap! data-bank (partial bank-add env) out)
env)
out))))
(s/def ::resolver-out
(s/or :failed (s/or :simple #{::unreachable ::end-of-input}
:error (s/keys :req [::error]))
:success map?))
(s/fdef test-resolver*
:args (s/cat :env (s/keys :req [::data-bank])
:resolver (s/keys)
:input (s/? map?))
:ret ::resolver-out)
(defn success-call? [x] (not (contains? x ::error)))
(defn resolver-calls [{::keys [data-bank]} s]
(get-in @data-bank [::call-history s]))
(defn count-success-calls [env s]
(->> (resolver-calls env s) vals (filter success-call?) count))
(defn count-failed-calls [env s]
(->> (resolver-calls env s) vals (remove success-call?) count))
(defn process-multi-run!
[{::keys [data-bank target-call-count max-error-retry]
:or {target-call-count 5
max-error-retry 10}
:as env} sym]
(let [mark-done (fn [sym reason]
(swap! data-bank update-in [::call-history sym] (fn [x] (vary-meta (or x {}) assoc ::resolver-finished-by reason))))
{::pc/keys [input]} (pc/resolver-data env sym)
[kind res] (->> (test-resolver* env (pc/resolver-data env sym))
(s/conform ::resolver-out))]
(case kind
:success
(if (seq input)
(if (>= (count-success-calls env sym) target-call-count)
(mark-done sym ::resolver-done))
(mark-done sym ::resolver-done))
:failed
(let [[type value] res]
(case type
:simple
(case value
::end-of-input
(mark-done sym ::end-of-input)
::unreachable
(mark-done sym ::unreachable))
:error
(if (>= (count-failed-calls env sym) max-error-retry)
(mark-done sym ::max-error)))))))
(defn test-index*
[{::pc/keys [indexes]
:as env}]
(let [resolvers (-> indexes ::pc/index-resolvers)
res-keys (set (keys resolvers))
sym-calls #(resolver-calls env %)]
(loop []
(let [missing (->> res-keys
(remove (comp ::resolver-finished-by meta sym-calls))
(sort-by (juxt #(count-success-calls env %)
#(-> (pc/resolver-data env %) ::pc/input count))))]
(if (seq missing)
(do
(process-multi-run! env (first missing))
(recur))
env)))))
(s/fdef test-index*
:args (s/cat :env (s/keys :req [::data-bank ::pc/indexes]))
:ret map?)
(declare console-print-reporter)
(defn prepare-environment [{::pc/keys [indexes]
::keys [data-bank]
:as env}]
(assert (s/valid? (s/keys :req [::pc/indexes]) env)
(s/explain-str (s/keys :req [::pc/indexes]) env))
(let [data-bank (if data-bank
(do (swap! data-bank assoc ::multi-args (collect-multi-args indexes)))
(atom {::multi-args (collect-multi-args indexes)}))]
(-> (merge {::data-bank data-bank
::report-fn console-print-reporter} env)
(update ::pc/indexes expand-output-tree))))
(s/fdef prepare-environment
:args (s/cat :env (s/keys :req [::pc/indexes]))
:ret map?)
(defn test-resolver
"Test a single resolver."
[env {::pc/keys [sym]}]
(let [env' (prepare-environment env)]
(loop [_ nil]
(if (-> (resolver-calls env' sym) meta ::resolver-finished-by)
env'
(recur (process-multi-run! env' sym))))))
(defn test-index [env]
(test-index* (prepare-environment env)))
;; reporter
(defn depth-print [{::keys [depth]} & more]
(apply println
(apply str (repeat depth " "))
"- " more))
(defmulti console-print-reporter (fn [env event data] event))
(defmethod console-print-reporter ::report-seek
[env _ {:keys [::pc/attribute]}]
(depth-print env "seeking" ::pc/attribute))
(defmethod console-print-reporter ::report-resolver-start
[env _ {:keys [::pc/sym]}]
(depth-print env "test resolver" ::pc/sym))
(defmethod console-print-reporter ::report-resolver-discover
[env _ {:keys [::pc/sym ::data-bank]}]
(depth-print env "discovered input" ::pc/sym (pr-str data-bank)))
(defmethod console-print-reporter ::report-resolver-call
[env _ {:keys [::pc/sym ::input-arguments]}]
(depth-print env "call resolver" (pr-str ::pc/sym) (pr-str input-arguments)))
(defmethod console-print-reporter :default
[_ _ _] nil)
(defn silent-reporter "I report nothing!" [_ _ _])