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[0.19] Address caching issue in schema compiler that can lead to OOMs #1329
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e9889ac
Changes CachedSchemaCompiler to cache the outer schema.
Baccata f4cb4a6
Ensure stability of `CachedSchemaCompiler.Impl` through mapK/contrama…
Baccata e49b974
Updated Changelog
Baccata aed5835
Make 2.12 happy
Baccata 1499eed
Merge remote-tracking branch 'origin/series/0.19' into address-cachin…
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86 changes: 86 additions & 0 deletions
86
modules/bootstrapped/test/src/smithy4s/CachedSchemaCompilerSpec.scala
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,86 @@ | ||
/* | ||
* Copyright 2021-2023 Disney Streaming | ||
* | ||
* Licensed under the Tomorrow Open Source Technology License, Version 1.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* https://disneystreaming.github.io/TOST-1.0.txt | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package smithy4s | ||
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import munit.FunSuite | ||
import smithy4s.schema._ | ||
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class CachedSchemaCompilerSpec() extends FunSuite { | ||
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test( | ||
"CachedSchemaCompiler.Impl memoizes the result of `fromSchemaAux`" | ||
) { | ||
var x = 0 | ||
val compiler = new CachedSchemaCompiler.Impl[Option] { | ||
def fromSchemaAux[A](schema: Schema[A], cache: AuxCache): Option[A] = { | ||
x += 1 | ||
None | ||
} | ||
} | ||
val cache = compiler.createCache() | ||
discardResult(compiler.fromSchema(Schema.int, cache)) | ||
discardResult(compiler.fromSchema(Schema.int, cache)) | ||
assertEquals(x, 1) | ||
} | ||
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test( | ||
"CachedSchemaCompiler.Impl memoization is stable through mapK" | ||
) { | ||
var x = 0 | ||
val transformation = new smithy4s.kinds.PolyFunction[Option, Option] { | ||
def apply[A](fa: Option[A]) = { | ||
x += 1 | ||
fa | ||
} | ||
} | ||
val compiler = new CachedSchemaCompiler.Impl[Option] { | ||
def fromSchemaAux[A](schema: Schema[A], cache: AuxCache): Option[A] = { | ||
None | ||
} | ||
}.mapK(transformation) | ||
val cache = compiler.createCache() | ||
discardResult(compiler.fromSchema(Schema.int, cache)) | ||
discardResult(compiler.fromSchema(Schema.int, cache)) | ||
assertEquals(x, 1) | ||
} | ||
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test( | ||
"CachedSchemaCompiler.Impl memoization is stable through contramapSchema" | ||
) { | ||
var x = 0 | ||
val transformation = new smithy4s.kinds.PolyFunction[Schema, Schema] { | ||
def apply[A](fa: Schema[A]) = { | ||
x += 1 | ||
fa | ||
} | ||
} | ||
val compiler = new CachedSchemaCompiler.Impl[Option] { | ||
def fromSchemaAux[A](schema: Schema[A], cache: AuxCache): Option[A] = { | ||
None | ||
} | ||
}.contramapSchema(transformation) | ||
val cache = compiler.createCache() | ||
discardResult(compiler.fromSchema(Schema.int, cache)) | ||
discardResult(compiler.fromSchema(Schema.int, cache)) | ||
assertEquals(x, 1) | ||
} | ||
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private def discardResult[A](f: => A): Unit = { | ||
val _ = f | ||
} | ||
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} |
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this is the core of the change : we need an inner cache to be passed to some schema visitor, but we also need an outer cache to prevent schema-preprocessing from being re-applied
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question: is it only a problem because the preprocessing doesn't produce deterministic (as per hashCode/equals) outputs?
Do we know which transformation was causing the particular issue?
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There's 2 problems : most pernicious one is what you describe, and it's the total function held by enumeration schemas which is at fault. Hence the changes in my other PR.
Less pernicious one is that the it's the input of the schema visitor call that gets cached instead of the input of the schema compiler.
This means that we're not protecting against re-running the inefficient pre-processing of schemas that may occur (like hint masks), which is really bad performance wise
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That's good info, thanks