nippy/test/taoensso/nippy_tests.clj
Peter Taoussanis c2770c6e99 [mod] Refactor stress data
BREAKING for the very small minority of folks that use `nippy/stress-data`.

Changes:

1. Make `nippy/stress-data` a function

   It's unnecessarily wasteful to generate and store all this data when it's not
   being used in the common case.

2. Make data deterministic

   The stress data will now generally be stable by default between different versions
   of Nippy, etc. This will help support an upcoming test for stable serialized output.
2024-02-06 14:30:59 +01:00

410 lines
15 KiB
Clojure

(ns taoensso.nippy-tests
(:require
[clojure.test :as test :refer [deftest testing is]]
[clojure.test.check :as tc]
[clojure.test.check.generators :as tc-gens]
[clojure.test.check.properties :as tc-props]
[taoensso.encore :as enc :refer []]
[taoensso.nippy :as nippy :refer [freeze thaw]]
[taoensso.nippy.compression :as compr]
[taoensso.nippy.crypto :as crypto]
[taoensso.nippy-benchmarks :as benchmarks]))
(comment
(remove-ns 'taoensso.nippy-tests)
(test/run-tests 'taoensso.nippy-tests))
;;;; Config, etc.
(def test-data (nippy/stress-data {:comparable? true}))
(def tc-gen-recursive-any-equatable
(tc-gens/recursive-gen tc-gens/container-type
tc-gens/any-equatable))
(defmacro gen-test [num-tests [data-sym] & body]
`(let [tc-result#
(tc/quick-check ~num-tests
(tc-props/for-all [~data-sym tc-gen-recursive-any-equatable]
~@body))]
(true? (:pass? tc-result#))))
(comment
(tc-gens/sample tc-gen-recursive-any-equatable 10)
(gen-test 10 [gen-data] true))
;;;; Core
(deftest _core
(println (str "Clojure version: " *clojure-version*))
[(is (= test-data test-data) "Test data is comparable")
(is (=
(nippy/stress-data {:comparable? true})
(nippy/stress-data {:comparable? true}))
"Stress data is deterministic")
(is (= test-data ((comp thaw freeze) test-data)))
(is (= test-data ((comp #(thaw % {:no-header? true
:compressor nippy/lz4-compressor
:encryptor nil})
#(freeze % {:no-header? true}))
test-data)))
(is (= test-data ((comp #(thaw % {:password [:salted "p"]})
#(freeze % {:password [:salted "p"]}))
test-data)))
(let [d (nippy/stress-data {})]
[(is (= (vec (:bytes d)) ((comp vec thaw freeze) (:bytes d))))
(is (= (vec (:objects d)) ((comp vec thaw freeze) (:objects d))))])
(is (= test-data ((comp #(thaw % {:compressor nippy/lzma2-compressor})
#(freeze % {:compressor nippy/lzma2-compressor}))
test-data)))
(is (= test-data ((comp #(thaw % {:compressor nippy/lzma2-compressor
:password [:salted "p"]})
#(freeze % {:compressor nippy/lzma2-compressor
:password [:salted "p"]}))
test-data)))
(is (= test-data ((comp #(thaw % {:compressor nippy/lz4-compressor})
#(freeze % {:compressor nippy/lz4-compressor}))
test-data)))
(is (= test-data ((comp #(thaw % {:compressor nippy/zstd-compressor})
#(freeze % {:compressor nippy/zstd-compressor}))
test-data)))
(is (enc/throws? Exception (thaw (freeze test-data {:password "malformed"}))))
(is (enc/throws? Exception (thaw (freeze test-data {:password [:salted "p"]}))))
(is (enc/throws? Exception (thaw (freeze test-data {:password [:salted "p"]}))))
(is
(= "payload"
(thaw (freeze "payload" {:password [:salted "pwd"] :encryptor nippy/aes128-cbc-encryptor})
(do {:password [:salted "pwd"]})))
"CBC auto-encryptor compatibility")
(testing "Unsigned long types"
(let [range-ushort+ (+ (long @#'nippy/range-ushort) 128)
range-uint+ (+ (long @#'nippy/range-uint) 128)]
[(let [r (range (long -2.5e6) (long 2.5e6))] (= (thaw (freeze r)) r))
(let [r (range (- range-ushort+) range-ushort+)] (= (thaw (freeze r)) r))
(let [n range-uint+] (= (thaw (freeze n)) n))
(let [n (- range-uint+)] (= (thaw (freeze n)) n))]))
(is (gen-test 1600 [gen-data] (= gen-data (thaw (freeze gen-data)))) "Generative")])
;;;; Custom types & records
(deftype MyType [basic_field fancy-field!]) ; Note `fancy-field!` field name will be munged
(defrecord MyRec [basic_field fancy-field!])
(deftest _types
[(testing "Extend to custom type"
[(is
(enc/throws? Exception ; No thaw extension yet
(do
(alter-var-root #'nippy/*custom-readers* (constantly {}))
(nippy/extend-freeze MyType 1 [x s]
(.writeUTF s (.basic_field x))
(.writeUTF s (.fancy-field! x)))
(thaw (freeze (MyType. "basic" "fancy"))))))
(is
(do
(nippy/extend-thaw 1 [s] (MyType. (.readUTF s) (.readUTF s)))
(let [mt1 (MyType. "basic" "fancy")
^MyType mt2 (thaw (freeze mt1))]
(=
[(.basic_field mt1) (.fancy-field! mt1)]
[(.basic_field mt2) (.fancy-field! mt2)]))))])
(testing "Extend to custom Record"
(is
(do
(nippy/extend-freeze MyRec 2 [x s]
(.writeUTF s (str "foo-" (:basic_field x)))
(.writeUTF s (str "foo-" (:fancy-field! x))))
(nippy/extend-thaw 2 [s] (MyRec. (.readUTF s) (.readUTF s)))
(=
(do (MyRec. "foo-basic" "foo-fancy"))
(thaw (freeze (MyRec. "basic" "fancy")))))))
(testing "Keyword (prefixed) extensions"
(is
(do
(nippy/extend-freeze MyRec :nippy-tests/MyRec [x s]
(.writeUTF s (:basic_field x))
(.writeUTF s (:fancy-field! x)))
(nippy/extend-thaw :nippy-tests/MyRec [s] (MyRec. (.readUTF s) (.readUTF s)))
(let [mr (MyRec. "basic" "fancy")]
(= mr (thaw (freeze mr)))))))])
;;;; Caching
(deftest _caching
(let [test-data* [test-data test-data test-data test-data] ; Data with duplicates
cached (mapv nippy/cache test-data*)
cached (mapv nippy/cache test-data*) ; <=1 wrap auto-enforced
]
[(is (= test-data* (thaw (freeze test-data* {:compressor nil}))))
(is (= test-data* (thaw (freeze cached {:compressor nil}))))
(let [size-stress (count (freeze test-data* {:compressor nil}))
size-cached (count (freeze cached {:compressor nil}))]
(is (>= size-stress (* 3 size-cached)))
(is (< size-stress (* 4 size-cached))))]))
(deftest _caching-metadata
(let [v1 (with-meta [] {:id :v1})
v2 (with-meta [] {:id :v2})
frozen-without-caching (freeze [v1 v2 v1 v2])
frozen-with-caching
(freeze [(nippy/cache v1)
(nippy/cache v2)
(nippy/cache v1)
(nippy/cache v2)])]
[(is (> (count frozen-without-caching)
(count frozen-with-caching)))
(is (= (thaw frozen-without-caching)
(thaw frozen-with-caching)))
(is (= (mapv meta (thaw frozen-with-caching))
[{:id :v1} {:id :v2} {:id :v1} {:id :v2}]))]))
;;;; Stable binary representation of vals
(deftest _stable-bin
(testing "Stable binary representation of vals"
(testing "x=y !=> f(x)=f(y)"
;; `x=y => f(x)=f(y)` is unfortunately NOT true in general
;; Be careful to never assume the above relationship!
[(is (not= (vec (freeze {:a 1 :b 1})) (vec (freeze {:b 1 :a 1}))) "Small (array) map (not= (seq {:a 1 :b 1}) (seq {:b 1 :a 1}))")
(is (not= (vec (freeze [[]])) (vec (freeze ['()]))) "(= [] '()) is true")
(is (= (vec (freeze (sorted-map :a 1 :b 1)))
(vec (freeze (sorted-map :b 1 :a 1)))) "Sorted structures are immune")])
(testing "x==y => f(x)=f(y)"
;; This weaker version of `x=y => f(x)=f(y)` does hold
[(is (= (vec (freeze test-data))
(vec (freeze test-data))))
(is (every? true? (repeatedly 1000 (fn [] (= (vec (freeze test-data))
(vec (freeze test-data))))))
"Try repeatedly to catch possible protocol interface races")
(is (gen-test 400 [gen-data]
(= (vec (freeze gen-data))
(vec (freeze gen-data)))) "Generative")])
(testing "f(x)=f(f-1(f(x)))"
[(is (= (vec (-> test-data freeze))
(vec (-> test-data freeze thaw freeze))))
(is (= (seq (freeze test-data))
(seq (reduce (fn [frozen _] (freeze (thaw frozen)))
(freeze test-data) (range 1000))))
"Try repeatedly to catch possible protocol interface races")
(is (gen-test 400 [gen-data]
(= (vec (-> gen-data freeze))
(vec (-> gen-data freeze thaw freeze)))) "Generative")])
(testing "f(x)=f(y) => x=y"
(let [vals_ (atom {})]
(gen-test 400 [gen-data]
(let [bin (freeze gen-data)
ref (get @vals_ gen-data ::nx)]
(swap! vals_ assoc bin gen-data)
(or (= ref ::nx) (= ref bin))))))))
;;;; Thread safety
(deftest _thread-safe
[(is
(let [futures (mapv (fn [_] (future (= (thaw (freeze test-data)) test-data)))
(range 50))]
(every? deref futures)))
(is
(let [futures
(mapv
(fn [_]
(future
(= (thaw (freeze test-data {:password [:salted "password"]})
{:password [:salted "password"]})
test-data)))
(range 50))]
(every? deref futures)))
(is
(let [futures
(mapv
(fn [_]
(future
(= (thaw (freeze test-data {:password [:cached "password"]})
{:password [:cached "password"]})
test-data)))
(range 50))]
(every? deref futures)))])
;;;; Redefs
(defrecord MyFoo [] Object (toString [_] "v1"))
(defrecord MyFoo [] Object (toString [_] "v2"))
(deftest _redefs
(is (= (str (thaw (freeze (MyFoo.)))) "v2")))
;;;; Serializable
(do
(def ^:private semcn "java.util.concurrent.Semaphore")
(def ^:private sem (java.util.concurrent.Semaphore. 1))
(defn- sem? [x] (instance? java.util.concurrent.Semaphore x)))
(deftest _serializable
[(is (= nippy/*thaw-serializable-allowlist* #{"base.1" "base.2" "add.1" "add.2"})
"JVM properties override initial allowlist values")
(is (enc/throws? Exception (nippy/freeze sem {:serializable-allowlist #{}}))
"Can't freeze Serializable objects unless approved by allowlist")
(is (sem?
(nippy/thaw
(nippy/freeze sem {:serializable-allowlist #{semcn}})
{:serializable-allowlist #{semcn}}))
"Can freeze and thaw Serializable objects if approved by allowlist")
(is (sem?
(nippy/thaw
(nippy/freeze sem {:serializable-allowlist #{"java.util.concurrent.*"}})
{:serializable-allowlist #{"java.util.concurrent.*"}}))
"Strings in allowlist sets may contain \"*\" wildcards")
(let [ba (nippy/freeze sem #_{:serializable-allowlist "*"})
thawed (nippy/thaw ba {:serializable-allowlist #{}})]
[(is (= :quarantined (get-in thawed [:nippy/unthawable :cause]))
"Serializable objects will be quarantined when approved for freezing but not thawing.")
(is (sem? (nippy/read-quarantined-serializable-object-unsafe! thawed))
"Quarantined Serializable objects can still be manually force-read.")
(is (sem? (nippy/read-quarantined-serializable-object-unsafe!
(nippy/thaw (nippy/freeze thawed))))
"Quarantined Serializable objects are themselves safely transportable.")])
(let [obj
(nippy/thaw
(nippy/freeze sem)
{:serializable-allowlist "allow-and-record"})]
[(is (sem? obj)
"Special \"allow-and-record\" allowlist permits any class")
(is
(contains? (nippy/get-recorded-serializable-classes) semcn)
"Special \"allow-and-record\" allowlist records classes")])])
;;;; Metadata
(def my-var "Just a string")
(deftest _metadata
[(is
(:has-meta?
(meta
(nippy/thaw
(nippy/freeze (with-meta [] {:has-meta? true}) {:incl-metadata? true})
{:incl-metadata? true}
)))
"Metadata successfully included")
(is
(nil?
(meta
(nippy/thaw
(nippy/freeze (with-meta [] {:has-meta? true}) {:incl-metadata? true})
{:incl-metadata? false}
)))
"Metadata successfully excluded by thaw")
(is
(nil?
(meta
(nippy/thaw
(nippy/freeze (with-meta [] {:has-meta? true}) {:incl-metadata? false})
{:incl-metadata? true}
)))
"Metadata successfully excluded by freeze")
(is (var? (nippy/read-quarantined-serializable-object-unsafe!
(nippy/thaw (nippy/freeze #'my-var))))
"Don't try to preserve metadata on vars")])
;;;; Freezable?
(deftest _freezable?
[(is (= (nippy/freezable? :foo) :native))
(is (= (nippy/freezable? [:a :b]) :native))
(is (= (nippy/freezable? [:a (fn [])]) nil))
(is (= (nippy/freezable? [:a (byte-array [1 2 3])]) :native))
(is (= (nippy/freezable? [:a (java.util.Date.)]) :native))
(is (= (nippy/freezable? (Exception.)) nil))
(is (= (nippy/freezable? (MyType. "a" "b")) :native))
(is (= (nippy/freezable? (MyRec. "a" "b")) :native))
(is (= (nippy/freezable? (Exception.) {:allow-java-serializable? true})
:maybe-java-serializable))])
;;;; thaw-xform
(deftest _thaw-xform
[(is (= (binding [nippy/*thaw-xform* nil] (thaw (freeze [1 2 :secret 3 4]))) [1 2 :secret 3 4]))
(is (= (binding [nippy/*thaw-xform* (map (fn [x] (if (= x :secret) :redacted x)))] (thaw (freeze [1 2 :secret 3 4]))) [1 2 :redacted 3 4]))
(is (= (binding [nippy/*thaw-xform* (remove (fn [x] (and (map-entry? x) (and (= (key x) :x) (val x)))))]
(thaw (freeze {:a :A, :b :B, :x :X, :c {:x :X}, :d #{:d1 :d2 {:d3 :D3, :x :X}}})))
{:a :A, :b :B, :c {}, :d #{:d1 :d2 {:d3 :D3}}}))
(is (= (binding [nippy/*thaw-xform* (remove (fn [x] (and (map? x) (contains? x :x))))]
(thaw (freeze {:a :A, :b :B, :x :X, :c {:x :X}, :d #{:d1 :d2 {:d3 :D3, :x :X}}})))
{:a :A, :b :B, :x :X, :c {:x :X}, :d #{:d1 :d2}}))
(is (= (binding [nippy/*thaw-xform* (map (fn [x] (/ 1 0)))] (thaw (freeze []))) []) "rf not run on empty colls")
(let [ex (enc/throws :default (binding [nippy/*thaw-xform* (map (fn [x] (/ 1 0)))] (thaw (freeze [:a :b]))))]
(is (= (-> ex enc/ex-cause enc/ex-cause ex-data :call) '(rf acc in)) "Error thrown via `*thaw-xform*`"))])
;;;; Compressors
(deftest _compressors
(doseq [c [compr/zstd-compressor
compr/lz4-compressor
compr/lzo-compressor
compr/snappy-compressor
compr/lzma2-compressor]]
(dotimes [_ 100]
(is
(nil? (enc/catching (compr/decompress c (crypto/rand-bytes 1024))))
"Decompression never core dumps, even against invalid data"))))
;;;; Benchmarks
(deftest _benchmarks (is (benchmarks/bench {})))