From 1a3ac3f6461a48bbcc2707817a9f4ccca85bb6aa Mon Sep 17 00:00:00 2001 From: Shubham Chaturvedi Date: Fri, 5 May 2023 15:43:45 -0700 Subject: [PATCH 1/9] feat(PerfTest): Adds Kms and Aes PerfTests --- .../java/DynamoDbEncryption/.gitattributes | 9 + .../java/DynamoDbEncryption/.gitignore | 5 + .../java/DynamoDbEncryption/README.md | 15 ++ .../java/DynamoDbEncryption/build.gradle.kts | 126 +++++++++ .../gradle/wrapper/gradle-wrapper.jar | Bin 0 -> 61574 bytes .../gradle/wrapper/gradle-wrapper.properties | 6 + .../runtimes/java/DynamoDbEncryption/gradlew | 244 ++++++++++++++++++ .../java/DynamoDbEncryption/gradlew.bat | 92 +++++++ .../DynamoDbEncryption/settings.gradle.kts | 10 + .../itemencryptor/AwsKmsKeyringTest.java | 43 +++ .../itemencryptor/RawAesKeyringTest.java | 49 ++++ .../performance/itemencryptor/TestBase.java | 115 +++++++++ .../src/main/resources/single_attribute.json | 3 + 13 files changed, 717 insertions(+) create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/.gitattributes create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/.gitignore create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/README.md create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/gradle/wrapper/gradle-wrapper.jar create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/gradle/wrapper/gradle-wrapper.properties create mode 100755 PerfTest/runtimes/java/DynamoDbEncryption/gradlew create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/gradlew.bat create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/settings.gradle.kts create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/AwsKmsKeyringTest.java create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/RawAesKeyringTest.java create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestBase.java create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/single_attribute.json diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/.gitattributes b/PerfTest/runtimes/java/DynamoDbEncryption/.gitattributes new file mode 100644 index 000000000..097f9f98d --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/.gitattributes @@ -0,0 +1,9 @@ +# +# https://help.github.com/articles/dealing-with-line-endings/ +# +# Linux start script should use lf +/gradlew text eol=lf + +# These are Windows script files and should use crlf +*.bat text eol=crlf + diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/.gitignore b/PerfTest/runtimes/java/DynamoDbEncryption/.gitignore new file mode 100644 index 000000000..1b6985c00 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/.gitignore @@ -0,0 +1,5 @@ +# Ignore Gradle project-specific cache directory +.gradle + +# Ignore Gradle build output directory +build diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/README.md b/PerfTest/runtimes/java/DynamoDbEncryption/README.md new file mode 100644 index 000000000..3d77a0e86 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/README.md @@ -0,0 +1,15 @@ +# AWS Database Encryption SDK Performance Test + +This project contains tests to benchmark the AWS Database Encryption SDK for DynamoDb in Java. + +## Benchmarking +Note: You'd need the appropriate security credentials to run the AwsKmsKeyringTest. Also, build all the Gazelle dependecies and deploy to maven local. +### Gradle Jmh + +`` ./gradlew jmh`` + +### IDE (or Main Class) +1. Run the `main()` method in the TestBase class, or you can also run individual tests by executing the `main()` method in the respective classes. + +## Profiling (Flamegraph) in IntelliJ +1. Use the main method in each Test class and `Run with Profiler`. \ No newline at end of file diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts new file mode 100644 index 000000000..c25a842b7 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts @@ -0,0 +1,126 @@ +import java.net.URI +import javax.annotation.Nullable +import org.gradle.api.tasks.testing.logging.TestExceptionFormat +import org.gradle.api.tasks.testing.logging.TestLogEvent +import org.gradle.internal.impldep.org.eclipse.jgit.lib.ObjectChecker.type +import java.awt.SystemColor.info + +plugins { + `java` + `java-library` + id("me.champeau.jmh") version "0.7.0" +} + +group = "software.amazon.cryptography" +version = "1.0-SNAPSHOT" +description = "DynamoDbEncryptionPerformanceTest" + +java { + toolchain.languageVersion.set(JavaLanguageVersion.of(8)) + sourceSets["main"].java { + srcDir("src/main/java") + } + sourceSets["test"].java { + srcDir("src/test/java") + } +} + +sourceSets { + this.jmh { + java.setSrcDirs(mutableListOf("src/main/java")) + } +} + +var caUrl: URI? = null +@Nullable +val caUrlStr: String? = System.getenv("CODEARTIFACT_URL_JAVA_CONVERSION") +if (!caUrlStr.isNullOrBlank()) { + caUrl = URI.create(caUrlStr) +} + +var caPassword: String? = null +@Nullable +val caPasswordString: String? = System.getenv("CODEARTIFACT_AUTH_TOKEN") +if (!caPasswordString.isNullOrBlank()) { + caPassword = caPasswordString +} + +repositories { + maven { + name = "DynamoDB Local Release Repository - US West (Oregon) Region" + url = URI.create("https://s3-us-west-2.amazonaws.com/dynamodb-local/release") + } + mavenCentral() + mavenLocal() + + // While commented out, this project will not pull from CodeArtifact, you must build and deploy dependencies locally + // + // maven { + // name = "CodeArtifact" + // url = URI.create("https://avp10745-648638458147.d.codeartifact.us-west-2.amazonaws.com/maven/AVP-10745/") + // credentials { + // username = "aws" + // password = System.getenv("CODEARTIFACT_AUTH_TOKEN") + // } + //} +} + +dependencies { + implementation("software.amazon.cryptography:AwsCryptographyDynamoDbEncryption:1.0-SNAPSHOT") + implementation("software.amazon.cryptography:AwsCryptographicMaterialProviders:1.0-SNAPSHOT") + + implementation(platform("software.amazon.awssdk:bom:2.19.1")) + implementation("software.amazon.awssdk:dynamodb") + implementation("software.amazon.awssdk:dynamodb-enhanced") + implementation("software.amazon.awssdk:kms") + + implementation("org.openjdk.jmh:jmh-core:1.36") + implementation("org.openjdk.jmh:jmh-generator-annprocess:1.36") + annotationProcessor ("org.openjdk.jmh:jmh-generator-annprocess:1.36") + implementation("com.fasterxml.jackson.core:jackson-databind:2.0.1") + + // https://mvnrepository.com/artifact/org.testng/testng + testImplementation("org.testng:testng:7.5") +} + +tasks.withType() { + options.encoding = "UTF-8" +} + +tasks.test { + useTestNG() + + // This will show System.out.println statements + testLogging.showStandardStreams = true + + testLogging { + lifecycle { + events = mutableSetOf(TestLogEvent.FAILED, TestLogEvent.PASSED, TestLogEvent.SKIPPED) + exceptionFormat = TestExceptionFormat.FULL + showExceptions = true + showCauses = true + showStackTraces = true + showStandardStreams = true + } + info.events = lifecycle.events + info.exceptionFormat = lifecycle.exceptionFormat + } + + // See https://github.com/gradle/kotlin-dsl/issues/836 + addTestListener(object : TestListener { + override fun beforeSuite(suite: TestDescriptor) {} + override fun beforeTest(testDescriptor: TestDescriptor) {} + override fun afterTest(testDescriptor: TestDescriptor, result: TestResult) {} + + override fun afterSuite(suite: TestDescriptor, result: TestResult) { + if (suite.parent == null) { // root suite + logger.lifecycle("----") + logger.lifecycle("Test result: ${result.resultType}") + logger.lifecycle("Test summary: ${result.testCount} tests, " + + "${result.successfulTestCount} succeeded, " + + "${result.failedTestCount} failed, " + + "${result.skippedTestCount} skipped") + } + } + }) +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/gradle/wrapper/gradle-wrapper.jar b/PerfTest/runtimes/java/DynamoDbEncryption/gradle/wrapper/gradle-wrapper.jar new file mode 100644 index 0000000000000000000000000000000000000000..943f0cbfa754578e88a3dae77fce6e3dea56edbf GIT binary patch literal 61574 zcmb6AV{~QRwml9f72CFLyJFk6ZKq;e729@pY}>YNR8p1vbMJH7ubt# zZR`2@zJD1Ad^Oa6Hk1{VlN1wGR-u;_dyt)+kddaNpM#U8qn@6eX;fldWZ6BspQIa= zoRXcQk)#ENJ`XiXJuK3q0$`Ap92QXrW00Yv7NOrc-8ljOOOIcj{J&cR{W`aIGXJ-` z`ez%Mf7qBi8JgIb{-35Oe>Zh^GIVe-b^5nULQhxRDZa)^4+98@`hUJe{J%R>|LYHA z4K3~Hjcp8_owGF{d~lZVKJ;kc48^OQ+`_2migWY?JqgW&))70RgSB6KY9+&wm<*8 z_{<;(c;5H|u}3{Y>y_<0Z59a)MIGK7wRMX0Nvo>feeJs+U?bt-++E8bu7 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+zipStorePath=wrapper/dists diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/gradlew b/PerfTest/runtimes/java/DynamoDbEncryption/gradlew new file mode 100755 index 000000000..65dcd68d6 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/gradlew @@ -0,0 +1,244 @@ +#!/bin/sh + +# +# Copyright © 2015-2021 the original authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +############################################################################## +# +# Gradle start up script for POSIX generated by Gradle. +# +# Important for running: +# +# (1) You need a POSIX-compliant shell to run this script. If your /bin/sh is +# noncompliant, but you have some other compliant shell such as ksh or +# bash, then to run this script, type that shell name before the whole +# command line, like: +# +# ksh Gradle +# +# Busybox and similar reduced shells will NOT work, because this script +# requires all of these POSIX shell features: +# * functions; +# * expansions «$var», «${var}», «${var:-default}», «${var+SET}», +# «${var#prefix}», «${var%suffix}», and «$( cmd )»; +# * compound commands having a testable exit status, especially «case»; +# * various built-in commands including «command», «set», and «ulimit». +# +# Important for patching: +# +# (2) This script targets any POSIX shell, so it avoids extensions provided +# by Bash, Ksh, etc; in particular arrays are avoided. +# +# The "traditional" practice of packing multiple parameters into a +# space-separated string is a well documented source of bugs and security +# problems, so this is (mostly) avoided, by progressively accumulating +# options in "$@", and eventually passing that to Java. +# +# Where the inherited environment variables (DEFAULT_JVM_OPTS, JAVA_OPTS, +# and GRADLE_OPTS) rely on word-splitting, this is performed explicitly; +# see the in-line comments for details. +# +# There are tweaks for specific operating systems such as AIX, CygWin, +# Darwin, MinGW, and NonStop. +# +# (3) This script is generated from the Groovy template +# https://github.com/gradle/gradle/blob/HEAD/subprojects/plugins/src/main/resources/org/gradle/api/internal/plugins/unixStartScript.txt +# within the Gradle project. +# +# You can find Gradle at https://github.com/gradle/gradle/. +# +############################################################################## + +# Attempt to set APP_HOME + +# Resolve links: $0 may be a link +app_path=$0 + +# Need this for daisy-chained symlinks. +while + APP_HOME=${app_path%"${app_path##*/}"} # leaves a trailing /; empty if no leading path + [ -h "$app_path" ] +do + ls=$( ls -ld "$app_path" ) + link=${ls#*' -> '} + case $link in #( + /*) app_path=$link ;; #( + *) app_path=$APP_HOME$link ;; + esac +done + +# This is normally unused +# shellcheck disable=SC2034 +APP_BASE_NAME=${0##*/} +APP_HOME=$( cd "${APP_HOME:-./}" && pwd -P ) || exit + +# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"' + +# Use the maximum available, or set MAX_FD != -1 to use that value. +MAX_FD=maximum + +warn () { + echo "$*" +} >&2 + +die () { + echo + echo "$*" + echo + exit 1 +} >&2 + +# OS specific support (must be 'true' or 'false'). +cygwin=false +msys=false +darwin=false +nonstop=false +case "$( uname )" in #( + CYGWIN* ) cygwin=true ;; #( + Darwin* ) darwin=true ;; #( + MSYS* | MINGW* ) msys=true ;; #( + NONSTOP* ) nonstop=true ;; +esac + +CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar + + +# Determine the Java command to use to start the JVM. +if [ -n "$JAVA_HOME" ] ; then + if [ -x "$JAVA_HOME/jre/sh/java" ] ; then + # IBM's JDK on AIX uses strange locations for the executables + JAVACMD=$JAVA_HOME/jre/sh/java + else + JAVACMD=$JAVA_HOME/bin/java + fi + if [ ! -x "$JAVACMD" ] ; then + die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." + fi +else + JAVACMD=java + which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." +fi + +# Increase the maximum file descriptors if we can. +if ! "$cygwin" && ! "$darwin" && ! "$nonstop" ; then + case $MAX_FD in #( + max*) + # In POSIX sh, ulimit -H is undefined. That's why the result is checked to see if it worked. + # shellcheck disable=SC3045 + MAX_FD=$( ulimit -H -n ) || + warn "Could not query maximum file descriptor limit" + esac + case $MAX_FD in #( + '' | soft) :;; #( + *) + # In POSIX sh, ulimit -n is undefined. That's why the result is checked to see if it worked. + # shellcheck disable=SC3045 + ulimit -n "$MAX_FD" || + warn "Could not set maximum file descriptor limit to $MAX_FD" + esac +fi + +# Collect all arguments for the java command, stacking in reverse order: +# * args from the command line +# * the main class name +# * -classpath +# * -D...appname settings +# * --module-path (only if needed) +# * DEFAULT_JVM_OPTS, JAVA_OPTS, and GRADLE_OPTS environment variables. + +# For Cygwin or MSYS, switch paths to Windows format before running java +if "$cygwin" || "$msys" ; then + APP_HOME=$( cygpath --path --mixed "$APP_HOME" ) + CLASSPATH=$( cygpath --path --mixed "$CLASSPATH" ) + + JAVACMD=$( cygpath --unix "$JAVACMD" ) + + # Now convert the arguments - kludge to limit ourselves to /bin/sh + for arg do + if + case $arg in #( + -*) false ;; # don't mess with options #( + /?*) t=${arg#/} t=/${t%%/*} # looks like a POSIX filepath + [ -e "$t" ] ;; #( + *) false ;; + esac + then + arg=$( cygpath --path --ignore --mixed "$arg" ) + fi + # Roll the args list around exactly as many times as the number of + # args, so each arg winds up back in the position where it started, but + # possibly modified. + # + # NB: a `for` loop captures its iteration list before it begins, so + # changing the positional parameters here affects neither the number of + # iterations, nor the values presented in `arg`. + shift # remove old arg + set -- "$@" "$arg" # push replacement arg + done +fi + +# Collect all arguments for the java command; +# * $DEFAULT_JVM_OPTS, $JAVA_OPTS, and $GRADLE_OPTS can contain fragments of +# shell script including quotes and variable substitutions, so put them in +# double quotes to make sure that they get re-expanded; and +# * put everything else in single quotes, so that it's not re-expanded. + +set -- \ + "-Dorg.gradle.appname=$APP_BASE_NAME" \ + -classpath "$CLASSPATH" \ + org.gradle.wrapper.GradleWrapperMain \ + "$@" + +# Stop when "xargs" is not available. +if ! command -v xargs >/dev/null 2>&1 +then + die "xargs is not available" +fi + +# Use "xargs" to parse quoted args. +# +# With -n1 it outputs one arg per line, with the quotes and backslashes removed. +# +# In Bash we could simply go: +# +# readarray ARGS < <( xargs -n1 <<<"$var" ) && +# set -- "${ARGS[@]}" "$@" +# +# but POSIX shell has neither arrays nor command substitution, so instead we +# post-process each arg (as a line of input to sed) to backslash-escape any +# character that might be a shell metacharacter, then use eval to reverse +# that process (while maintaining the separation between arguments), and wrap +# the whole thing up as a single "set" statement. +# +# This will of course break if any of these variables contains a newline or +# an unmatched quote. +# + +eval "set -- $( + printf '%s\n' "$DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS" | + xargs -n1 | + sed ' s~[^-[:alnum:]+,./:=@_]~\\&~g; ' | + tr '\n' ' ' + )" '"$@"' + +exec "$JAVACMD" "$@" diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/gradlew.bat b/PerfTest/runtimes/java/DynamoDbEncryption/gradlew.bat new file mode 100644 index 000000000..93e3f59f1 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/gradlew.bat @@ -0,0 +1,92 @@ +@rem +@rem Copyright 2015 the original author or authors. +@rem +@rem Licensed under the Apache License, Version 2.0 (the "License"); +@rem you may not use this file except in compliance with the License. +@rem You may obtain a copy of the License at +@rem +@rem https://www.apache.org/licenses/LICENSE-2.0 +@rem +@rem Unless required by applicable law or agreed to in writing, software +@rem distributed under the License is distributed on an "AS IS" BASIS, +@rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +@rem See the License for the specific language governing permissions and +@rem limitations under the License. +@rem + +@if "%DEBUG%"=="" @echo off +@rem ########################################################################## +@rem +@rem Gradle startup script for Windows +@rem +@rem ########################################################################## + +@rem Set local scope for the variables with windows NT shell +if "%OS%"=="Windows_NT" setlocal + +set DIRNAME=%~dp0 +if "%DIRNAME%"=="" set DIRNAME=. +@rem This is normally unused +set APP_BASE_NAME=%~n0 +set APP_HOME=%DIRNAME% + +@rem Resolve any "." and ".." in APP_HOME to make it shorter. +for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi + +@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m" + +@rem Find java.exe +if defined JAVA_HOME goto findJavaFromJavaHome + +set JAVA_EXE=java.exe +%JAVA_EXE% -version >NUL 2>&1 +if %ERRORLEVEL% equ 0 goto execute + +echo. +echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. +echo. +echo Please set the JAVA_HOME variable in your environment to match the +echo location of your Java installation. + +goto fail + +:findJavaFromJavaHome +set JAVA_HOME=%JAVA_HOME:"=% +set JAVA_EXE=%JAVA_HOME%/bin/java.exe + +if exist "%JAVA_EXE%" goto execute + +echo. +echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% +echo. +echo Please set the JAVA_HOME variable in your environment to match the +echo location of your Java installation. + +goto fail + +:execute +@rem Setup the command line + +set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar + + +@rem Execute Gradle +"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %* + +:end +@rem End local scope for the variables with windows NT shell +if %ERRORLEVEL% equ 0 goto mainEnd + +:fail +rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of +rem the _cmd.exe /c_ return code! +set EXIT_CODE=%ERRORLEVEL% +if %EXIT_CODE% equ 0 set EXIT_CODE=1 +if not ""=="%GRADLE_EXIT_CONSOLE%" exit %EXIT_CODE% +exit /b %EXIT_CODE% + +:mainEnd +if "%OS%"=="Windows_NT" endlocal + +:omega diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/settings.gradle.kts b/PerfTest/runtimes/java/DynamoDbEncryption/settings.gradle.kts new file mode 100644 index 000000000..5f80432c1 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/settings.gradle.kts @@ -0,0 +1,10 @@ +/* + * This file was generated by the Gradle 'init' task. + * + * The settings file is used to specify which projects to include in your build. + * + * Detailed information about configuring a multi-project build in Gradle can be found + * in the user manual at https://docs.gradle.org/7.6/userguide/multi_project_builds.html + */ + +rootProject.name = "DynamoDbEncryptionPerfTest" diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/AwsKmsKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/AwsKmsKeyringTest.java new file mode 100644 index 000000000..1cb2ef250 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/AwsKmsKeyringTest.java @@ -0,0 +1,43 @@ +package software.aws.cryptography.performance.itemencryptor; + +import software.amazon.awssdk.services.kms.KmsClient; +import software.amazon.cryptography.materialProviders.IKeyring; +import software.amazon.cryptography.materialProviders.MaterialProviders; +import software.amazon.cryptography.materialProviders.model.CreateAwsKmsKeyringInput; +import software.amazon.cryptography.materialProviders.model.MaterialProvidersConfig; + +public class AwsKmsKeyringTest extends TestBase { + + public static final String AWS_KMS_KEY_ARN = "arn:aws:kms:us-west-2:370957321024:key/9d989aa2-2f9c-438c-a745-cc57d3ad0126"; + + @Override + protected IKeyring createKeyring() { + final MaterialProviders matProv = MaterialProviders.builder() + .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) + .build(); + return matProv.CreateAwsKmsKeyring(CreateAwsKmsKeyringInput.builder() + .kmsKeyId(AWS_KMS_KEY_ARN) + .kmsClient(KmsClient.create()) + .build()); + } + + public AwsKmsKeyringTest() { + } + + AwsKmsKeyringTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new AwsKmsKeyringTest("/Users/scchatur/single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + + } +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/RawAesKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/RawAesKeyringTest.java new file mode 100644 index 000000000..ef4553ab9 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/RawAesKeyringTest.java @@ -0,0 +1,49 @@ +package software.aws.cryptography.performance.itemencryptor; + +import software.amazon.cryptography.materialProviders.IKeyring; +import software.amazon.cryptography.materialProviders.MaterialProviders; +import software.amazon.cryptography.materialProviders.model.AesWrappingAlg; +import software.amazon.cryptography.materialProviders.model.CreateRawAesKeyringInput; +import software.amazon.cryptography.materialProviders.model.MaterialProvidersConfig; + +import java.nio.ByteBuffer; + +public class RawAesKeyringTest extends TestBase{ + + public static final String KEY_NAMESPACE = "Key_Namespace"; + public static final String KEY_NAME = "Key_Name"; + + @Override + protected IKeyring createKeyring() { + final MaterialProviders matProv = MaterialProviders.builder() + .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) + .build(); + final CreateRawAesKeyringInput keyringInput = CreateRawAesKeyringInput.builder() + .keyNamespace(KEY_NAMESPACE) + .keyName(KEY_NAME) + .wrappingKey(ByteBuffer.wrap(new byte[32])) + .wrappingAlg(AesWrappingAlg.ALG_AES256_GCM_IV12_TAG16) + .build(); + return matProv.CreateRawAesKeyring(keyringInput); + } + + public RawAesKeyringTest() { + } + + RawAesKeyringTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new RawAesKeyringTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + + } +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestBase.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestBase.java new file mode 100644 index 000000000..4f597bdc4 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestBase.java @@ -0,0 +1,115 @@ +package software.aws.cryptography.performance.itemencryptor; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import org.openjdk.jmh.annotations.Benchmark; +import org.openjdk.jmh.annotations.BenchmarkMode; +import org.openjdk.jmh.annotations.Fork; +import org.openjdk.jmh.annotations.Measurement; +import org.openjdk.jmh.annotations.Mode; +import org.openjdk.jmh.annotations.OutputTimeUnit; +import org.openjdk.jmh.annotations.Param; +import org.openjdk.jmh.annotations.Scope; +import org.openjdk.jmh.annotations.Setup; +import org.openjdk.jmh.annotations.State; +import org.openjdk.jmh.annotations.Warmup; +import org.openjdk.jmh.runner.Runner; +import org.openjdk.jmh.runner.options.Options; +import org.openjdk.jmh.runner.options.OptionsBuilder; +import software.amazon.awssdk.services.dynamodb.model.AttributeValue; +import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.DynamoDbItemEncryptor; +import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.DecryptItemInput; +import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.DynamoDbItemEncryptorConfig; +import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.EncryptItemInput; +import software.amazon.cryptography.materialProviders.IKeyring; +import software.amazon.cryptography.materialProviders.model.DBEAlgorithmSuiteId; +import software.amazon.cryptography.structuredEncryption.model.CryptoAction; + +import java.util.HashMap; +import java.util.Map; +import java.util.concurrent.TimeUnit; + +@State(Scope.Thread) +@BenchmarkMode(Mode.AverageTime) +@OutputTimeUnit(TimeUnit.MILLISECONDS) +@Fork(1) +@Warmup(iterations = 2, time = 2) +@Measurement(iterations = 3, time = 3) +public abstract class TestBase { + public static final String PARTITION_ATTRIBUTE = "partition_attribute"; + public static final String SORT_ATTRIBUTE = "sort_attribute"; + public static final String DATA_TO_ENCRYPT = "data_to_encrypt"; + public static final String DATA_TO_SIGN = "data_to_sign"; + public static final String DATA_TO_IGNORE = ":data_to_ignore"; + public static final String TEST_TABLE = "Test_Table"; + public static final String TEST_PK = "Test_pk"; + public static final String SORT_NUMBER = "10"; + @Param({"single_attribute.json"}) + protected String plainTextFile; + protected Map encryptedAttributes; + + protected JsonNode plainTextJson; + protected DynamoDbItemEncryptor dynamoDbItemEncryptor; + + protected abstract IKeyring createKeyring(); + + protected Map getAttributeActions() { + final Map attributeActions = new HashMap<>(); + attributeActions.put(PARTITION_ATTRIBUTE, CryptoAction.SIGN_ONLY); + attributeActions.put(SORT_ATTRIBUTE, CryptoAction.SIGN_ONLY); + attributeActions.put(DATA_TO_ENCRYPT, CryptoAction.ENCRYPT_AND_SIGN); + attributeActions.put(DATA_TO_SIGN, CryptoAction.SIGN_ONLY); + attributeActions.put(DATA_TO_IGNORE, CryptoAction.DO_NOTHING); + return attributeActions; + } + + @Setup + public void setup() throws Exception { + final DynamoDbItemEncryptorConfig config = DynamoDbItemEncryptorConfig.builder().logicalTableName(TEST_TABLE) + .partitionKeyName(PARTITION_ATTRIBUTE) + .sortKeyName(SORT_ATTRIBUTE) + .attributeActions(getAttributeActions()) + .keyring(createKeyring()) + .allowedUnauthenticatedAttributePrefix(":") + .algorithmSuiteId(DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384) + .build(); + + dynamoDbItemEncryptor = DynamoDbItemEncryptor.builder().DynamoDbItemEncryptorConfig(config) + .build(); + + plainTextJson = new ObjectMapper().readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); + encryptedAttributes = encrypt(); + + } + + @Benchmark + public Map encrypt() throws Exception { + + final Map originalItem = new HashMap<>(); + originalItem.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); + originalItem.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); + originalItem.put(DATA_TO_ENCRYPT, AttributeValue.builder().s(plainTextJson.get(DATA_TO_ENCRYPT).asText()).build()); + encryptedAttributes = dynamoDbItemEncryptor.EncryptItem( + EncryptItemInput.builder() + .plaintextItem(originalItem) + .build() + ).encryptedItem(); + return encryptedAttributes; + } + + @Benchmark + public Map decrypt() { + final Map decryptedItem = dynamoDbItemEncryptor.DecryptItem( + DecryptItemInput.builder() + .encryptedItem(encryptedAttributes) + .build() + ).plaintextItem(); + return decryptedItem; + } + + public static void main(String[] args) throws Exception { + Options options = new OptionsBuilder() + .build(); + new Runner(options).run(); + } +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/single_attribute.json b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/single_attribute.json new file mode 100644 index 000000000..c0e1509d6 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/single_attribute.json @@ -0,0 +1,3 @@ +{ + "data_to_encrypt":"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" +} \ No newline at end of file From f4c83628fbfb4a3f8a75db06ed4e13c0292ba0c2 Mon Sep 17 00:00:00 2001 From: Shubham Chaturvedi Date: Tue, 9 May 2023 15:41:26 -0700 Subject: [PATCH 2/9] feat(PerfTest): Adds v2 Tests --- .../java/DynamoDbEncryption/README.md | 26 ++- .../java/DynamoDbEncryption/build.gradle.kts | 8 +- .../itemencryptor/TestConstants.java | 17 ++ .../itemencryptor/v2/AesKeyProviderTest.java | 44 +++++ .../v2/AwsKmsKeyProviderTest.java | 38 ++++ .../v2/MostRecentKeyProviderTest.java | 51 ++++++ .../itemencryptor/v2/TestBase.java | 121 ++++++++++++ .../{ => v3}/AwsKmsKeyringTest.java | 9 +- .../v3/HeirarchyKeyringTest.java | 172 ++++++++++++++++++ .../itemencryptor/v3/LegacyConfigTest.java | 111 +++++++++++ .../{ => v3}/RawAesKeyringTest.java | 8 +- .../itemencryptor/{ => v3}/TestBase.java | 22 ++- 12 files changed, 602 insertions(+), 25 deletions(-) create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AesKeyProviderTest.java create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AwsKmsKeyProviderTest.java create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/MostRecentKeyProviderTest.java create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java rename PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/{ => v3}/AwsKmsKeyringTest.java (83%) create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java rename PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/{ => v3}/RawAesKeyringTest.java (89%) rename PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/{ => v3}/TestBase.java (83%) diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/README.md b/PerfTest/runtimes/java/DynamoDbEncryption/README.md index 3d77a0e86..048b1c739 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/README.md +++ b/PerfTest/runtimes/java/DynamoDbEncryption/README.md @@ -1,15 +1,35 @@ # AWS Database Encryption SDK Performance Test -This project contains tests to benchmark the AWS Database Encryption SDK for DynamoDb in Java. +This project contains tests to benchmark the old v2 and the new v3 AWS Database Encryption SDK for DynamoDb in Java. ## Benchmarking -Note: You'd need the appropriate security credentials to run the AwsKmsKeyringTest. Also, build all the Gazelle dependecies and deploy to maven local. +### Prerequisites +You'd need the appropriate security credentials to run the Kms Key based tests. Also, build all the Gazelle dependecies and deploy to maven local. +The idea of perf test is to run everything from local, before the changes make it to maven central. + +1. `ada credentials update --account=370957321024 --role=Admin --once` +2. `cd ../../../../DynamoDbEncryption && make build_java mvn_local_deploy_dependencies mvn_local_deploy` + +In case of any failures, look into the `README` for `DynamoDbEncryption`. + ### Gradle Jmh `` ./gradlew jmh`` +This will generate a report on console as well as in `build/results/jmh/results.txt` with the following format: +``` +Benchmark (plainTextFile) Mode Cnt Score Error Units +s.a.c.p.i.v2.AesKeyProviderTest.decrypt single_attribute.json avgt 3 2.428 ± 1.484 ms/op +s.a.c.p.i.v2.AesKeyProviderTest.encrypt single_attribute.json avgt 3 2.691 ± 2.510 ms/op +s.a.c.p.i.v3.RawAesKeyringTest.decrypt single_attribute.json avgt 3 56.868 ± 14.556 ms/op +s.a.c.p.i.v3.RawAesKeyringTest.encrypt single_attribute.json avgt 3 42.814 ± 1.302 ms/op +... +``` + ### IDE (or Main Class) 1. Run the `main()` method in the TestBase class, or you can also run individual tests by executing the `main()` method in the respective classes. +2. This serves the purpose of quickly debugging benchmarking/jmh issues. ## Profiling (Flamegraph) in IntelliJ -1. Use the main method in each Test class and `Run with Profiler`. \ No newline at end of file +1. Use the main method in each Test class and `Run with Profiler`. +2. The graph would show the stack and the relative time taken by each of the method call \ No newline at end of file diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts index c25a842b7..0f365ea9e 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts +++ b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts @@ -1,8 +1,11 @@ +import org.apache.tools.ant.Main import java.net.URI import javax.annotation.Nullable import org.gradle.api.tasks.testing.logging.TestExceptionFormat import org.gradle.api.tasks.testing.logging.TestLogEvent +import org.gradle.internal.classpath.Instrumented.systemProperty import org.gradle.internal.impldep.org.eclipse.jgit.lib.ObjectChecker.type +import org.gradle.internal.impldep.org.junit.experimental.categories.Categories.CategoryFilter.include import java.awt.SystemColor.info plugins { @@ -46,10 +49,6 @@ if (!caPasswordString.isNullOrBlank()) { } repositories { - maven { - name = "DynamoDB Local Release Repository - US West (Oregon) Region" - url = URI.create("https://s3-us-west-2.amazonaws.com/dynamodb-local/release") - } mavenCentral() mavenLocal() @@ -72,6 +71,7 @@ dependencies { implementation(platform("software.amazon.awssdk:bom:2.19.1")) implementation("software.amazon.awssdk:dynamodb") implementation("software.amazon.awssdk:dynamodb-enhanced") + implementation("com.amazonaws:aws-java-sdk-dynamodb:1.12.409") implementation("software.amazon.awssdk:kms") implementation("org.openjdk.jmh:jmh-core:1.36") diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java new file mode 100644 index 000000000..c33cd30b0 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java @@ -0,0 +1,17 @@ +package software.aws.cryptography.performance.itemencryptor; + +public class TestConstants { + public static final String PARTITION_ATTRIBUTE = "partition_key"; + public static final String SORT_ATTRIBUTE = "sort_key"; + public static final String DATA_TO_ENCRYPT = "data_to_encrypt"; + public static final String DATA_TO_SIGN = "data_to_sign"; + public static final String DATA_TO_IGNORE = ":data_to_ignore"; + public static final String TEST_TABLE = "Test_Table"; + public static final String TEST_PK = "Test_pk"; + public static final String SORT_NUMBER = "10"; + public static final String UNAUTH_PREFIX = ":"; + public static final String KMS_KEY_ARN = "arn:aws:kms:us-west-2:370957321024:key/9d989aa2-2f9c-438c-a745-cc57d3ad0126"; + public static final String KEY_NAMESPACE = "Key_Namespace"; + public static final String KEY_NAME = "Key_Name"; + +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AesKeyProviderTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AesKeyProviderTest.java new file mode 100644 index 000000000..50d202c5a --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AesKeyProviderTest.java @@ -0,0 +1,44 @@ +package software.aws.cryptography.performance.itemencryptor.v2; + +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.EncryptionMaterialsProvider; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.WrappedMaterialsProvider; + +import javax.crypto.SecretKey; +import javax.crypto.spec.SecretKeySpec; +import java.security.SecureRandom; + +public class AesKeyProviderTest extends TestBase { + @Override + protected EncryptionMaterialsProvider createMasterKeyProvider() { + final SecureRandom secureRandom = new SecureRandom(); + byte[] rawAes = new byte[32]; + byte[] rawHmac = new byte[32]; + secureRandom.nextBytes(rawAes); + secureRandom.nextBytes(rawHmac); + final SecretKey wrappingKeys = new SecretKeySpec(rawAes, "AES"); + final SecretKey signingKeys = new SecretKeySpec(rawHmac, "HmacSHA256"); + final WrappedMaterialsProvider cmp = + new WrappedMaterialsProvider(wrappingKeys, wrappingKeys, signingKeys); + return cmp; + } + public AesKeyProviderTest() { + } + + AesKeyProviderTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new AesKeyProviderTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + + } + +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AwsKmsKeyProviderTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AwsKmsKeyProviderTest.java new file mode 100644 index 000000000..61f046076 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AwsKmsKeyProviderTest.java @@ -0,0 +1,38 @@ +package software.aws.cryptography.performance.itemencryptor.v2; + +import com.amazonaws.regions.Regions; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.DirectKmsMaterialProvider; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.EncryptionMaterialsProvider; +import com.amazonaws.services.kms.AWSKMS; +import com.amazonaws.services.kms.AWSKMSClientBuilder; + +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; + +public class AwsKmsKeyProviderTest extends TestBase { + @Override + protected EncryptionMaterialsProvider createMasterKeyProvider() { + AWSKMS kms = AWSKMSClientBuilder.standard().withRegion(Regions.DEFAULT_REGION).build(); + final DirectKmsMaterialProvider cmp = new DirectKmsMaterialProvider(kms, KMS_KEY_ARN); + return cmp; + } + + public AwsKmsKeyProviderTest() { + } + + AwsKmsKeyProviderTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new AwsKmsKeyProviderTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + + } +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/MostRecentKeyProviderTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/MostRecentKeyProviderTest.java new file mode 100644 index 000000000..09b1061f9 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/MostRecentKeyProviderTest.java @@ -0,0 +1,51 @@ +package software.aws.cryptography.performance.itemencryptor.v2; + +import com.amazonaws.regions.Regions; +import com.amazonaws.services.dynamodbv2.AmazonDynamoDB; +import com.amazonaws.services.dynamodbv2.AmazonDynamoDBClientBuilder; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.DynamoDBEncryptor; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.CachingMostRecentProvider; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.DirectKmsMaterialProvider; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.EncryptionMaterialsProvider; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.store.MetaStore; +import com.amazonaws.services.kms.AWSKMS; +import com.amazonaws.services.kms.AWSKMSClientBuilder; + +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; + +public class MostRecentKeyProviderTest extends TestBase { + public static final String TABLE_MOSTRECENT_EXAMPLE_KEYS = "v2MostRecentKeyProviderPerfTestKeys"; + @Override + protected EncryptionMaterialsProvider createMasterKeyProvider() { + final AWSKMS kms = AWSKMSClientBuilder.standard().withRegion(Regions.DEFAULT_REGION).build(); + AmazonDynamoDB ddb = AmazonDynamoDBClientBuilder.standard().withRegion(Regions.DEFAULT_REGION).build(); + + final DirectKmsMaterialProvider kmsProv = new DirectKmsMaterialProvider(kms, KMS_KEY_ARN); + final DynamoDBEncryptor keyEncryptor = DynamoDBEncryptor.getInstance(kmsProv); + final MetaStore metaStore = new MetaStore(ddb, TABLE_MOSTRECENT_EXAMPLE_KEYS, keyEncryptor); + + final CachingMostRecentProvider cmp = + new CachingMostRecentProvider(metaStore, "testMaterial", 60_000); + return cmp; + } + + public MostRecentKeyProviderTest() { + } + + MostRecentKeyProviderTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new MostRecentKeyProviderTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + + } +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java new file mode 100644 index 000000000..788ac2372 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java @@ -0,0 +1,121 @@ +package software.aws.cryptography.performance.itemencryptor.v2; + +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.DynamoDBEncryptor; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.EncryptionContext; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.EncryptionFlags; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.EncryptionMaterialsProvider; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.WrappedMaterialsProvider; +import com.amazonaws.services.dynamodbv2.model.AttributeValue; +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import org.openjdk.jmh.annotations.Benchmark; +import org.openjdk.jmh.annotations.BenchmarkMode; +import org.openjdk.jmh.annotations.Fork; +import org.openjdk.jmh.annotations.Measurement; +import org.openjdk.jmh.annotations.Mode; +import org.openjdk.jmh.annotations.OutputTimeUnit; +import org.openjdk.jmh.annotations.Param; +import org.openjdk.jmh.annotations.Scope; +import org.openjdk.jmh.annotations.Setup; +import org.openjdk.jmh.annotations.State; +import org.openjdk.jmh.annotations.Warmup; +import org.openjdk.jmh.runner.Runner; +import org.openjdk.jmh.runner.options.Options; +import org.openjdk.jmh.runner.options.OptionsBuilder; +import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.DynamoDbItemEncryptor; +import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.DynamoDbItemEncryptorConfig; + +import javax.crypto.SecretKey; +import javax.crypto.spec.SecretKeySpec; +import java.security.SecureRandom; +import java.util.EnumSet; +import java.util.HashMap; +import java.util.Map; +import java.util.Set; +import java.util.concurrent.TimeUnit; +import java.util.function.BiConsumer; +import java.util.function.BiFunction; +import java.util.function.Supplier; + +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_TABLE; + +@State(Scope.Thread) +@BenchmarkMode(Mode.AverageTime) +@OutputTimeUnit(TimeUnit.MILLISECONDS) +@Fork(1) +@Warmup(iterations = 2, time = 2) +@Measurement(iterations = 3, time = 3) +public abstract class TestBase { + @Param({"single_attribute.json"}) + protected String plainTextFile; + + protected JsonNode plainTextJson; + + protected Map encryptedAttributes; + + DynamoDBEncryptor encryptor; + + protected abstract EncryptionMaterialsProvider createMasterKeyProvider(); + + @Setup + public void setup() throws Exception { + encryptor = DynamoDBEncryptor.getInstance(createMasterKeyProvider()); + plainTextJson = new ObjectMapper().readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); + encryptedAttributes = encrypt(); + + } + + protected Map> getAttributeActions() { + final EnumSet signOnly = EnumSet.of(EncryptionFlags.SIGN); + final EnumSet encryptAndSign = + EnumSet.of(EncryptionFlags.ENCRYPT, EncryptionFlags.SIGN); + final Map> actions = new HashMap<>(); + actions.put(PARTITION_ATTRIBUTE, signOnly); + actions.put(SORT_ATTRIBUTE, signOnly); + actions.put(DATA_TO_ENCRYPT, encryptAndSign); + return actions; + } + + @Benchmark + public Map encrypt() throws Exception { + final Map record = new HashMap<>(); + record.put(PARTITION_ATTRIBUTE, new AttributeValue().withS(TEST_PK)); + record.put(SORT_ATTRIBUTE, new AttributeValue().withN(SORT_NUMBER)); + record.put(DATA_TO_ENCRYPT, new AttributeValue().withS(plainTextJson.get(DATA_TO_ENCRYPT).asText())); + + final EncryptionContext encryptionContext = + new EncryptionContext.Builder() + .withTableName(TEST_TABLE) + .withHashKeyName(PARTITION_ATTRIBUTE) + .withRangeKeyName(SORT_ATTRIBUTE) + .build(); + + final Map encrypted_record = + encryptor.encryptRecord(record, getAttributeActions(), encryptionContext); + + return encrypted_record; + } + + @Benchmark + public void decrypt() throws Exception { + final EncryptionContext encryptionContext = + new EncryptionContext.Builder() + .withTableName(TEST_TABLE) + .withHashKeyName(PARTITION_ATTRIBUTE) + .withRangeKeyName(SORT_ATTRIBUTE) + .build(); + + final Map decrypted_record = + encryptor.decryptRecord(encryptedAttributes, getAttributeActions(), encryptionContext); + } + + public static void main(String[] args) throws Exception { + Options options = new OptionsBuilder().include(MostRecentKeyProviderTest.class.getSimpleName()) + .build(); + new Runner(options).run(); } +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/AwsKmsKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java similarity index 83% rename from PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/AwsKmsKeyringTest.java rename to PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java index 1cb2ef250..03bbce417 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/AwsKmsKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java @@ -1,4 +1,4 @@ -package software.aws.cryptography.performance.itemencryptor; +package software.aws.cryptography.performance.itemencryptor.v3; import software.amazon.awssdk.services.kms.KmsClient; import software.amazon.cryptography.materialProviders.IKeyring; @@ -6,9 +6,10 @@ import software.amazon.cryptography.materialProviders.model.CreateAwsKmsKeyringInput; import software.amazon.cryptography.materialProviders.model.MaterialProvidersConfig; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; + public class AwsKmsKeyringTest extends TestBase { - public static final String AWS_KMS_KEY_ARN = "arn:aws:kms:us-west-2:370957321024:key/9d989aa2-2f9c-438c-a745-cc57d3ad0126"; @Override protected IKeyring createKeyring() { @@ -16,7 +17,7 @@ protected IKeyring createKeyring() { .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) .build(); return matProv.CreateAwsKmsKeyring(CreateAwsKmsKeyringInput.builder() - .kmsKeyId(AWS_KMS_KEY_ARN) + .kmsKeyId(KMS_KEY_ARN) .kmsClient(KmsClient.create()) .build()); } @@ -35,7 +36,7 @@ public AwsKmsKeyringTest() { * @throws Exception */ public static void main(String[] args) throws Exception { - TestBase testBase = new AwsKmsKeyringTest("/Users/scchatur/single_attribute.json"); + TestBase testBase = new AwsKmsKeyringTest("single_attribute.json"); testBase.setup(); testBase.decrypt(); diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java new file mode 100644 index 000000000..d8c301e40 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java @@ -0,0 +1,172 @@ +package software.aws.cryptography.performance.itemencryptor.v3; + +import com.fasterxml.jackson.databind.ObjectMapper; +import software.amazon.awssdk.core.client.config.ClientOverrideConfiguration; +import software.amazon.awssdk.services.dynamodb.DynamoDbClient; +import software.amazon.awssdk.services.dynamodb.model.AttributeValue; +import software.amazon.awssdk.services.dynamodb.model.GetItemRequest; +import software.amazon.awssdk.services.dynamodb.model.GetItemResponse; +import software.amazon.awssdk.services.dynamodb.model.PutItemRequest; +import software.amazon.awssdk.services.dynamodb.model.PutItemResponse; +import software.amazon.awssdk.services.kms.KmsClient; +import software.amazon.cryptography.dynamoDbEncryption.DynamoDbEncryption; +import software.amazon.cryptography.dynamoDbEncryption.model.CreateDynamoDbEncryptionBranchKeyIdSupplierInput; +import software.amazon.cryptography.dynamoDbEncryption.model.DynamoDbEncryptionConfig; +import software.amazon.cryptography.dynamoDbEncryption.model.DynamoDbTableEncryptionConfig; +import software.amazon.cryptography.dynamoDbEncryption.model.DynamoDbTablesEncryptionConfig; +import software.amazon.cryptography.dynamoDbEncryption.model.GetBranchKeyIdFromDdbKeyOutput; +import software.amazon.cryptography.keyStore.KeyStore; +import software.amazon.cryptography.keyStore.model.CreateKeyStoreInput; +import software.amazon.cryptography.keyStore.model.KeyStoreConfig; +import software.amazon.cryptography.materialProviders.IBranchKeyIdSupplier; +import software.amazon.cryptography.materialProviders.IKeyring; +import software.amazon.cryptography.materialProviders.MaterialProviders; +import software.amazon.cryptography.materialProviders.model.CreateAwsKmsHierarchicalKeyringInput; +import software.amazon.cryptography.materialProviders.model.MaterialProvidersConfig; +import software.aws.cryptography.dynamoDbEncryption.DynamoDbEncryptionInterceptor; + +import java.util.HashMap; +import java.util.Map; + +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; + +public class HeirarchyKeyringTest extends TestBase { + private static final String TEST_KEYSTORE_NAME = "KeyStoreTestTable"; + private static final String TEST_DDB_TABLE_NAME = "DynamoDbEncryptionInterceptorTestTable"; + private static final String TENANT_1_ID = "PerfTestTenant1Id"; + + private DynamoDbEncryption ddbEnc; + private DynamoDbClient ddb; + + public HeirarchyKeyringTest() { + } + + HeirarchyKeyringTest(final String plainTextFile) { + this.plainTextFile = plainTextFile; + } + @Override + protected IKeyring createKeyring() { + final KmsClient kmsClient = KmsClient.create(); + final DynamoDbClient dynamoDbClient = DynamoDbClient.create(); + + final KeyStoreConfig keyStoreConfig = KeyStoreConfig.builder() + .ddbTableName(TEST_KEYSTORE_NAME) + .kmsKeyArn(KMS_KEY_ARN) + .kmsClient(kmsClient) + .ddbClient(dynamoDbClient) + .build(); + final KeyStore keystore = KeyStore.builder().KeyStoreConfig( + keyStoreConfig).build(); + + keystore.CreateKeyStore(CreateKeyStoreInput.builder().build()); + + final String tenant1BranchKey = keystore.CreateKey().branchKeyIdentifier(); + final String tenant2BranchKey = keystore.CreateKey().branchKeyIdentifier(); + + ddbEnc = DynamoDbEncryption.builder() + .DynamoDbEncryptionConfig(DynamoDbEncryptionConfig.builder().build()).build(); + + final IBranchKeyIdSupplier branchKeyIdSupplier = ddbEnc.CreateDynamoDbEncryptionBranchKeyIdSupplier( + CreateDynamoDbEncryptionBranchKeyIdSupplierInput.builder() + .ddbKeyBranchKeyIdSupplier((getBranchKeyIdFromDdbKeyInput) -> { + String tenantKeyId = getBranchKeyIdFromDdbKeyInput.ddbKey().get(PARTITION_ATTRIBUTE).s(); + if (tenantKeyId.equals(TENANT_1_ID)) { + return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant1BranchKey).build(); + } + return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant2BranchKey).build(); + }) + .build()) + .branchKeyIdSupplier(); + + + CreateAwsKmsHierarchicalKeyringInput keyringInput = CreateAwsKmsHierarchicalKeyringInput.builder() + .maxCacheSize(10) + .keyStore(keystore) + .branchKeyIdSupplier(branchKeyIdSupplier).ttlSeconds(60) + .maxCacheSize(100) + .build(); + MaterialProviders matProv = MaterialProviders.builder().MaterialProvidersConfig(MaterialProvidersConfig.builder().build()).build(); + return matProv.CreateAwsKmsHierarchicalKeyring(keyringInput); + } + + @Override + public void setup() throws Exception { + final Map tableConfigs = new HashMap<>(); + final DynamoDbTableEncryptionConfig config = DynamoDbTableEncryptionConfig.builder() + .logicalTableName(TEST_DDB_TABLE_NAME) + .partitionKeyName(PARTITION_ATTRIBUTE) + .sortKeyName(SORT_ATTRIBUTE) + .attributeActions(getAttributeActions()) + .keyring(createKeyring()) + .allowedUnauthenticatedAttributePrefix(UNAUTH_PREFIX) + .build(); + tableConfigs.put(TEST_DDB_TABLE_NAME, config); + + DynamoDbEncryptionInterceptor encryptionInterceptor = DynamoDbEncryptionInterceptor.builder() + .config(DynamoDbTablesEncryptionConfig.builder() + .tableEncryptionConfigs(tableConfigs) + .build()) + .build(); + + ClientOverrideConfiguration clientOverrideConfiguration = ClientOverrideConfiguration.builder() + .addExecutionInterceptor(encryptionInterceptor) + .build(); + ddb = DynamoDbClient.builder() + .overrideConfiguration(clientOverrideConfiguration) + .build(); + plainTextJson = new ObjectMapper().readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); + encryptedAttributes = encrypt(); + + } + + @Override + public Map encrypt() { + final HashMap item = new HashMap<>(); + item.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TENANT_1_ID).build()); + item.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); + item.put(DATA_TO_ENCRYPT, AttributeValue.builder().s(plainTextJson.get(DATA_TO_ENCRYPT).asText()).build()); + + final PutItemRequest putRequest = PutItemRequest.builder() + .tableName(TEST_DDB_TABLE_NAME) + .item(item) + .build(); + + final PutItemResponse putResponse = ddb.putItem(putRequest); + return putResponse.attributes(); + } + + + @Override + public Map decrypt() { + final HashMap keyToGet = new HashMap<>(); + keyToGet.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TENANT_1_ID).build()); + keyToGet.put(SORT_ATTRIBUTE, AttributeValue.builder().n("0").build()); + + final GetItemRequest getRequest = GetItemRequest.builder() + .key(keyToGet) + .tableName(TEST_DDB_TABLE_NAME) + .build(); + + final GetItemResponse getResponse = ddb.getItem(getRequest); + return null; + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new HeirarchyKeyringTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + + } +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java new file mode 100644 index 000000000..80b43f6fb --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java @@ -0,0 +1,111 @@ +package software.aws.cryptography.performance.itemencryptor.v3; + +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.DynamoDBEncryptor; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.WrappedMaterialsProvider; +import com.fasterxml.jackson.databind.ObjectMapper; +import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.DynamoDbItemEncryptor; +import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.DynamoDbItemEncryptorConfig; +import software.amazon.cryptography.dynamoDbEncryption.model.LegacyConfig; +import software.amazon.cryptography.dynamoDbEncryption.model.LegacyPolicy; +import software.amazon.cryptography.materialProviders.IKeyring; +import software.amazon.cryptography.materialProviders.MaterialProviders; +import software.amazon.cryptography.materialProviders.model.AesWrappingAlg; +import software.amazon.cryptography.materialProviders.model.CreateRawAesKeyringInput; +import software.amazon.cryptography.materialProviders.model.DBEAlgorithmSuiteId; +import software.amazon.cryptography.materialProviders.model.MaterialProvidersConfig; +import software.amazon.cryptography.structuredEncryption.model.CryptoAction; + +import javax.crypto.SecretKey; +import javax.crypto.spec.SecretKeySpec; +import java.nio.ByteBuffer; +import java.security.SecureRandom; +import java.util.HashMap; +import java.util.Map; + +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAME; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAMESPACE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_TABLE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; + +public class LegacyConfigTest extends TestBase { + @Override + protected IKeyring createKeyring() { + final MaterialProviders matProv = MaterialProviders.builder() + .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) + .build(); + final CreateRawAesKeyringInput keyringInput = CreateRawAesKeyringInput.builder() + .keyNamespace(KEY_NAMESPACE) + .keyName(KEY_NAME) + .wrappingKey(ByteBuffer.wrap(new byte[32])) + .wrappingAlg(AesWrappingAlg.ALG_AES256_GCM_IV12_TAG16) + .build(); + return matProv.CreateRawAesKeyring(keyringInput); + } + + @Override + public void setup() throws Exception { + final Map legacyActions = new HashMap<>(); + legacyActions.put(PARTITION_ATTRIBUTE, CryptoAction.SIGN_ONLY); + legacyActions.put(SORT_ATTRIBUTE, CryptoAction.SIGN_ONLY); + legacyActions.put(DATA_TO_ENCRYPT, CryptoAction.ENCRYPT_AND_SIGN); + + final LegacyConfig legacyConfig = LegacyConfig + .builder() + .encryptor(DynamoDBEncryptor.getInstance(createLegacyMaterialProvider())) + .policy(LegacyPolicy.REQUIRE_ENCRYPT_ALLOW_DECRYPT) + .attributeFlags(legacyActions) + .build(); + + final DynamoDbItemEncryptorConfig config = DynamoDbItemEncryptorConfig.builder().logicalTableName(TEST_TABLE) + .partitionKeyName(PARTITION_ATTRIBUTE) + .sortKeyName(SORT_ATTRIBUTE) + .attributeActions(getAttributeActions()) + .keyring(createKeyring()) + .legacyConfig(legacyConfig) + .allowedUnauthenticatedAttributePrefix(UNAUTH_PREFIX) + .algorithmSuiteId(DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384) + .build(); + dynamoDbItemEncryptor = DynamoDbItemEncryptor.builder().DynamoDbItemEncryptorConfig(config) + .build(); + + plainTextJson = new ObjectMapper().readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); + encryptedAttributes = encrypt(); + + } + + private WrappedMaterialsProvider createLegacyMaterialProvider() { + final SecureRandom secureRandom = new SecureRandom(); + byte[] rawAes = new byte[32]; + byte[] rawHmac = new byte[32]; + secureRandom.nextBytes(rawAes); + secureRandom.nextBytes(rawHmac); + final SecretKey wrappingKeys = new SecretKeySpec(rawAes, "AES"); + final SecretKey signingKeys = new SecretKeySpec(rawHmac, "HmacSHA256"); + final WrappedMaterialsProvider cmp = + new WrappedMaterialsProvider(wrappingKeys, wrappingKeys, signingKeys); + return cmp; + } + + public LegacyConfigTest() { + } + + LegacyConfigTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new LegacyConfigTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + + } +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/RawAesKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java similarity index 89% rename from PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/RawAesKeyringTest.java rename to PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java index ef4553ab9..75912aadf 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/RawAesKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java @@ -1,4 +1,4 @@ -package software.aws.cryptography.performance.itemencryptor; +package software.aws.cryptography.performance.itemencryptor.v3; import software.amazon.cryptography.materialProviders.IKeyring; import software.amazon.cryptography.materialProviders.MaterialProviders; @@ -8,10 +8,10 @@ import java.nio.ByteBuffer; -public class RawAesKeyringTest extends TestBase{ +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAME; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAMESPACE; - public static final String KEY_NAMESPACE = "Key_Namespace"; - public static final String KEY_NAME = "Key_Name"; +public class RawAesKeyringTest extends TestBase{ @Override protected IKeyring createKeyring() { diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestBase.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java similarity index 83% rename from PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestBase.java rename to PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java index 4f597bdc4..05d634da2 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestBase.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java @@ -1,4 +1,4 @@ -package software.aws.cryptography.performance.itemencryptor; +package software.aws.cryptography.performance.itemencryptor.v3; import com.fasterxml.jackson.databind.JsonNode; import com.fasterxml.jackson.databind.ObjectMapper; @@ -29,6 +29,16 @@ import java.util.Map; import java.util.concurrent.TimeUnit; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_IGNORE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_SIGN; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_TABLE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; + @State(Scope.Thread) @BenchmarkMode(Mode.AverageTime) @OutputTimeUnit(TimeUnit.MILLISECONDS) @@ -36,14 +46,6 @@ @Warmup(iterations = 2, time = 2) @Measurement(iterations = 3, time = 3) public abstract class TestBase { - public static final String PARTITION_ATTRIBUTE = "partition_attribute"; - public static final String SORT_ATTRIBUTE = "sort_attribute"; - public static final String DATA_TO_ENCRYPT = "data_to_encrypt"; - public static final String DATA_TO_SIGN = "data_to_sign"; - public static final String DATA_TO_IGNORE = ":data_to_ignore"; - public static final String TEST_TABLE = "Test_Table"; - public static final String TEST_PK = "Test_pk"; - public static final String SORT_NUMBER = "10"; @Param({"single_attribute.json"}) protected String plainTextFile; protected Map encryptedAttributes; @@ -70,7 +72,7 @@ public void setup() throws Exception { .sortKeyName(SORT_ATTRIBUTE) .attributeActions(getAttributeActions()) .keyring(createKeyring()) - .allowedUnauthenticatedAttributePrefix(":") + .allowedUnauthenticatedAttributePrefix(UNAUTH_PREFIX) .algorithmSuiteId(DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384) .build(); From 8a0a4c1f3566c4acdcae23e363fc4f792b410a37 Mon Sep 17 00:00:00 2001 From: Shubham Chaturvedi Date: Thu, 11 May 2023 15:19:41 -0700 Subject: [PATCH 3/9] feat(PerfTest): Adds size metrics --- .../java/DynamoDbEncryption/README.md | 12 +++++ .../java/DynamoDbEncryption/build.gradle.kts | 17 +++--- .../itemencryptor/TestConstants.java | 2 + .../itemencryptor/v2/TestBase.java | 52 ++++++++++++++----- .../v3/HeirarchyKeyringTest.java | 19 +++---- .../itemencryptor/v3/TestBase.java | 42 ++++++++++++++- 6 files changed, 114 insertions(+), 30 deletions(-) diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/README.md b/PerfTest/runtimes/java/DynamoDbEncryption/README.md index 048b1c739..52c7e74ac 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/README.md +++ b/PerfTest/runtimes/java/DynamoDbEncryption/README.md @@ -26,6 +26,18 @@ s.a.c.p.i.v3.RawAesKeyringTest.encrypt single_attribute.json avgt 3 ... ``` +Size report will also be generated in the same directory, `build/results/size.txt` with the following format: + +``` +AesKeyProviderTest_decrypt_jmhTest 205152 274001 68849 +AesKeyProviderTest_encrypt_jmhTest 205152 274001 68849 +AwsKmsKeyProviderTest_decrypt_jmhTest 205152 274349 69197 +AwsKmsKeyProviderTest_encrypt_jmhTest 205152 274349 69197 +... +``` + +where the columns are `OperationName OriginalSize EncryptedSize Diff` + ### IDE (or Main Class) 1. Run the `main()` method in the TestBase class, or you can also run individual tests by executing the `main()` method in the respective classes. 2. This serves the purpose of quickly debugging benchmarking/jmh issues. diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts index 0f365ea9e..aac2c270e 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts +++ b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts @@ -1,12 +1,9 @@ -import org.apache.tools.ant.Main import java.net.URI import javax.annotation.Nullable import org.gradle.api.tasks.testing.logging.TestExceptionFormat import org.gradle.api.tasks.testing.logging.TestLogEvent -import org.gradle.internal.classpath.Instrumented.systemProperty -import org.gradle.internal.impldep.org.eclipse.jgit.lib.ObjectChecker.type -import org.gradle.internal.impldep.org.junit.experimental.categories.Categories.CategoryFilter.include import java.awt.SystemColor.info +import java.nio.file.Files.delete plugins { `java` @@ -19,7 +16,7 @@ version = "1.0-SNAPSHOT" description = "DynamoDbEncryptionPerformanceTest" java { - toolchain.languageVersion.set(JavaLanguageVersion.of(8)) + toolchain.languageVersion.set(JavaLanguageVersion.of(17)) sourceSets["main"].java { srcDir("src/main/java") } @@ -77,7 +74,9 @@ dependencies { implementation("org.openjdk.jmh:jmh-core:1.36") implementation("org.openjdk.jmh:jmh-generator-annprocess:1.36") annotationProcessor ("org.openjdk.jmh:jmh-generator-annprocess:1.36") - implementation("com.fasterxml.jackson.core:jackson-databind:2.0.1") + implementation("com.fasterxml.jackson.core:jackson-databind:2.15.0") + implementation("com.univocity:univocity-parsers:2.9.1") + implementation("javax.xml.bind:jaxb-api:2.3.1") // https://mvnrepository.com/artifact/org.testng/testng testImplementation("org.testng:testng:7.5") @@ -87,6 +86,12 @@ tasks.withType() { options.encoding = "UTF-8" } +gradle.taskGraph.whenReady { + delete { + file("build/results/").deleteRecursively() + } +} + tasks.test { useTestNG() diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java index c33cd30b0..cb8e07498 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java @@ -14,4 +14,6 @@ public class TestConstants { public static final String KEY_NAMESPACE = "Key_Namespace"; public static final String KEY_NAME = "Key_Name"; + public static final String SIZE_RESULTS_FILE = "build/results/size.txt"; + } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java index 788ac2372..58bd3fe29 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java @@ -4,10 +4,13 @@ import com.amazonaws.services.dynamodbv2.datamodeling.encryption.EncryptionContext; import com.amazonaws.services.dynamodbv2.datamodeling.encryption.EncryptionFlags; import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.EncryptionMaterialsProvider; -import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.WrappedMaterialsProvider; import com.amazonaws.services.dynamodbv2.model.AttributeValue; import com.fasterxml.jackson.databind.JsonNode; import com.fasterxml.jackson.databind.ObjectMapper; +import com.univocity.parsers.fixed.FieldAlignment; +import com.univocity.parsers.fixed.FixedWidthFields; +import com.univocity.parsers.fixed.FixedWidthWriter; +import com.univocity.parsers.fixed.FixedWidthWriterSettings; import org.openjdk.jmh.annotations.Benchmark; import org.openjdk.jmh.annotations.BenchmarkMode; import org.openjdk.jmh.annotations.Fork; @@ -18,27 +21,23 @@ import org.openjdk.jmh.annotations.Scope; import org.openjdk.jmh.annotations.Setup; import org.openjdk.jmh.annotations.State; +import org.openjdk.jmh.annotations.TearDown; import org.openjdk.jmh.annotations.Warmup; import org.openjdk.jmh.runner.Runner; import org.openjdk.jmh.runner.options.Options; import org.openjdk.jmh.runner.options.OptionsBuilder; -import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.DynamoDbItemEncryptor; -import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.DynamoDbItemEncryptorConfig; -import javax.crypto.SecretKey; -import javax.crypto.spec.SecretKeySpec; -import java.security.SecureRandom; +import java.io.File; +import java.io.FileOutputStream; import java.util.EnumSet; import java.util.HashMap; import java.util.Map; import java.util.Set; import java.util.concurrent.TimeUnit; -import java.util.function.BiConsumer; -import java.util.function.BiFunction; -import java.util.function.Supplier; import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SIZE_RESULTS_FILE; import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; @@ -53,9 +52,8 @@ public abstract class TestBase { @Param({"single_attribute.json"}) protected String plainTextFile; - protected JsonNode plainTextJson; - + protected Map itemBeforeEncrypt; protected Map encryptedAttributes; DynamoDBEncryptor encryptor; @@ -95,23 +93,49 @@ public Map encrypt() throws Exception { .withRangeKeyName(SORT_ATTRIBUTE) .build(); + itemBeforeEncrypt = record; + final Map encrypted_record = encryptor.encryptRecord(record, getAttributeActions(), encryptionContext); - return encrypted_record; } @Benchmark - public void decrypt() throws Exception { + public Map decrypt() throws Exception { final EncryptionContext encryptionContext = new EncryptionContext.Builder() .withTableName(TEST_TABLE) .withHashKeyName(PARTITION_ATTRIBUTE) .withRangeKeyName(SORT_ATTRIBUTE) .build(); - final Map decrypted_record = encryptor.decryptRecord(encryptedAttributes, getAttributeActions(), encryptionContext); + return decrypted_record; + } + + @TearDown + public void writeSizeToFile() throws Exception { + final File sizeResults = new File(SIZE_RESULTS_FILE); + sizeResults.getParentFile().mkdirs(); + sizeResults.createNewFile(); + final FileOutputStream fileOutputStream = new FileOutputStream(sizeResults, true); + + FixedWidthFields fields = new FixedWidthFields(); + fields.addField("MethodName", 50, FieldAlignment.LEFT); + fields.addField("OriginalSize", 20, FieldAlignment.LEFT); + fields.addField("EncryptedSize", 20); + fields.addField("Diff", 20); + + final ObjectMapper mapper = new ObjectMapper(); + final String operationName = StackWalker.getInstance(StackWalker.Option.RETAIN_CLASS_REFERENCE).getCallerClass().getSimpleName(); + int lengthBeforeEncrypt = mapper.writeValueAsString(itemBeforeEncrypt).length(); + int lengthAfterEncrypt = mapper.writeValueAsString(encryptedAttributes).length(); + int diff = lengthAfterEncrypt - lengthBeforeEncrypt; + + FixedWidthWriter fixedWidthWriter = new FixedWidthWriter(fileOutputStream, new FixedWidthWriterSettings(fields)); + fixedWidthWriter.writeRow(operationName, lengthBeforeEncrypt, lengthAfterEncrypt, diff); + fixedWidthWriter.close(); + fileOutputStream.close(); } public static void main(String[] args) throws Exception { diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java index d8c301e40..f14edfdb0 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java @@ -7,7 +7,7 @@ import software.amazon.awssdk.services.dynamodb.model.GetItemRequest; import software.amazon.awssdk.services.dynamodb.model.GetItemResponse; import software.amazon.awssdk.services.dynamodb.model.PutItemRequest; -import software.amazon.awssdk.services.dynamodb.model.PutItemResponse; +import software.amazon.awssdk.services.dynamodb.model.ReturnValue; import software.amazon.awssdk.services.kms.KmsClient; import software.amazon.cryptography.dynamoDbEncryption.DynamoDbEncryption; import software.amazon.cryptography.dynamoDbEncryption.model.CreateDynamoDbEncryptionBranchKeyIdSupplierInput; @@ -33,12 +33,12 @@ import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; public class HeirarchyKeyringTest extends TestBase { private static final String TEST_KEYSTORE_NAME = "KeyStoreTestTable"; private static final String TEST_DDB_TABLE_NAME = "DynamoDbEncryptionInterceptorTestTable"; - private static final String TENANT_1_ID = "PerfTestTenant1Id"; private DynamoDbEncryption ddbEnc; private DynamoDbClient ddb; @@ -75,7 +75,7 @@ protected IKeyring createKeyring() { CreateDynamoDbEncryptionBranchKeyIdSupplierInput.builder() .ddbKeyBranchKeyIdSupplier((getBranchKeyIdFromDdbKeyInput) -> { String tenantKeyId = getBranchKeyIdFromDdbKeyInput.ddbKey().get(PARTITION_ATTRIBUTE).s(); - if (tenantKeyId.equals(TENANT_1_ID)) { + if (tenantKeyId.equals(TEST_PK)) { return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant1BranchKey).build(); } return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant2BranchKey).build(); @@ -127,24 +127,25 @@ public void setup() throws Exception { @Override public Map encrypt() { final HashMap item = new HashMap<>(); - item.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TENANT_1_ID).build()); + item.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); item.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); item.put(DATA_TO_ENCRYPT, AttributeValue.builder().s(plainTextJson.get(DATA_TO_ENCRYPT).asText()).build()); - + itemBeforeEncrypt = item; final PutItemRequest putRequest = PutItemRequest.builder() .tableName(TEST_DDB_TABLE_NAME) .item(item) + .returnValues(ReturnValue.ALL_OLD) .build(); - final PutItemResponse putResponse = ddb.putItem(putRequest); - return putResponse.attributes(); + encryptedAttributes = ddb.putItem(putRequest).attributes(); + return encryptedAttributes; } @Override public Map decrypt() { final HashMap keyToGet = new HashMap<>(); - keyToGet.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TENANT_1_ID).build()); + keyToGet.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); keyToGet.put(SORT_ATTRIBUTE, AttributeValue.builder().n("0").build()); final GetItemRequest getRequest = GetItemRequest.builder() @@ -153,7 +154,7 @@ public Map decrypt() { .build(); final GetItemResponse getResponse = ddb.getItem(getRequest); - return null; + return getResponse.item(); } /** diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java index 05d634da2..73189778c 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java @@ -2,6 +2,10 @@ import com.fasterxml.jackson.databind.JsonNode; import com.fasterxml.jackson.databind.ObjectMapper; +import com.univocity.parsers.fixed.FieldAlignment; +import com.univocity.parsers.fixed.FixedWidthFields; +import com.univocity.parsers.fixed.FixedWidthWriter; +import com.univocity.parsers.fixed.FixedWidthWriterSettings; import org.openjdk.jmh.annotations.Benchmark; import org.openjdk.jmh.annotations.BenchmarkMode; import org.openjdk.jmh.annotations.Fork; @@ -12,6 +16,7 @@ import org.openjdk.jmh.annotations.Scope; import org.openjdk.jmh.annotations.Setup; import org.openjdk.jmh.annotations.State; +import org.openjdk.jmh.annotations.TearDown; import org.openjdk.jmh.annotations.Warmup; import org.openjdk.jmh.runner.Runner; import org.openjdk.jmh.runner.options.Options; @@ -25,6 +30,8 @@ import software.amazon.cryptography.materialProviders.model.DBEAlgorithmSuiteId; import software.amazon.cryptography.structuredEncryption.model.CryptoAction; +import java.io.File; +import java.io.FileOutputStream; import java.util.HashMap; import java.util.Map; import java.util.concurrent.TimeUnit; @@ -33,6 +40,7 @@ import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_IGNORE; import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_SIGN; import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SIZE_RESULTS_FILE; import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; @@ -49,9 +57,9 @@ public abstract class TestBase { @Param({"single_attribute.json"}) protected String plainTextFile; protected Map encryptedAttributes; - protected JsonNode plainTextJson; protected DynamoDbItemEncryptor dynamoDbItemEncryptor; + protected Map itemBeforeEncrypt; protected abstract IKeyring createKeyring(); @@ -91,6 +99,7 @@ public Map encrypt() throws Exception { originalItem.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); originalItem.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); originalItem.put(DATA_TO_ENCRYPT, AttributeValue.builder().s(plainTextJson.get(DATA_TO_ENCRYPT).asText()).build()); + itemBeforeEncrypt = originalItem; encryptedAttributes = dynamoDbItemEncryptor.EncryptItem( EncryptItemInput.builder() .plaintextItem(originalItem) @@ -109,6 +118,37 @@ public Map decrypt() { return decryptedItem; } + @TearDown + public void writeSizeToFile() throws Exception { + final File sizeResults = new File(SIZE_RESULTS_FILE); + sizeResults.getParentFile().mkdirs(); + sizeResults.createNewFile(); + final FileOutputStream fileOutputStream = new FileOutputStream(sizeResults, true); + + final Map originalObject = new HashMap<>(); + final Map encryptedObject = new HashMap<>(); + itemBeforeEncrypt.forEach((key, value) -> originalObject.put(key, value.toBuilder())); + encryptedAttributes.forEach((key, value) -> encryptedObject.put(key, value.toBuilder())); + + final ObjectMapper mapper = new ObjectMapper(); + FixedWidthFields fields = new FixedWidthFields(); + fields.addField("MethodName", 50, FieldAlignment.LEFT); + fields.addField("OriginalSize", 20, FieldAlignment.LEFT); + fields.addField("EncryptedSize", 20); + fields.addField("Diff", 20); + + int lengthBeforeEncrypt = mapper.writeValueAsString(originalObject).length(); + int lengthAfterEncrypt = mapper.writeValueAsString(encryptedObject).length(); + int diff = lengthAfterEncrypt - lengthBeforeEncrypt; + + final String operationName = StackWalker.getInstance(StackWalker.Option.RETAIN_CLASS_REFERENCE).getCallerClass().getSimpleName(); + + FixedWidthWriter fixedWidthWriter = new FixedWidthWriter(fileOutputStream, new FixedWidthWriterSettings(fields)); + fixedWidthWriter.writeRow(operationName, lengthBeforeEncrypt, lengthAfterEncrypt, diff); + fixedWidthWriter.close(); + fileOutputStream.close(); + } + public static void main(String[] args) throws Exception { Options options = new OptionsBuilder() .build(); From 5b262b3800a06c3a08a4f5c122c03b9d19d7e8ce Mon Sep 17 00:00:00 2001 From: Shubham Chaturvedi Date: Fri, 12 May 2023 10:57:42 -0700 Subject: [PATCH 4/9] feat(PerfTest): Adds nested and flat payloads --- .../java/DynamoDbEncryption/build.gradle.kts | 3 +- .../itemencryptor/utils/GenerateDataFlat.java | 33 +++++++++++++ .../utils/GenerateDataNested.java | 48 +++++++++++++++++++ .../itemencryptor/v2/TestBase.java | 29 +++++++---- .../v3/HeirarchyKeyringTest.java | 10 ++-- .../itemencryptor/v3/LegacyConfigTest.java | 15 ++++-- .../itemencryptor/v3/TestBase.java | 27 ++++++++--- .../src/main/resources/flat_attributes.json | 1 + .../src/main/resources/nested_attributes.json | 1 + .../src/main/resources/single_attribute.json | 4 +- 10 files changed, 146 insertions(+), 25 deletions(-) create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json create mode 100644 PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/nested_attributes.json diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts index aac2c270e..8993dc290 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts +++ b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts @@ -66,7 +66,7 @@ dependencies { implementation("software.amazon.cryptography:AwsCryptographicMaterialProviders:1.0-SNAPSHOT") implementation(platform("software.amazon.awssdk:bom:2.19.1")) - implementation("software.amazon.awssdk:dynamodb") + implementation("software.amazon.awssdk:dynamodb:2.20.64") implementation("software.amazon.awssdk:dynamodb-enhanced") implementation("com.amazonaws:aws-java-sdk-dynamodb:1.12.409") implementation("software.amazon.awssdk:kms") @@ -77,6 +77,7 @@ dependencies { implementation("com.fasterxml.jackson.core:jackson-databind:2.15.0") implementation("com.univocity:univocity-parsers:2.9.1") implementation("javax.xml.bind:jaxb-api:2.3.1") + implementation("org.apache.commons:commons-lang3:3.8.1") // https://mvnrepository.com/artifact/org.testng/testng testImplementation("org.testng:testng:7.5") diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java new file mode 100644 index 000000000..96f5471c1 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java @@ -0,0 +1,33 @@ +package software.aws.cryptography.performance.itemencryptor.utils; + +import com.fasterxml.jackson.annotation.JsonInclude; +import com.fasterxml.jackson.databind.json.JsonMapper; +import software.amazon.awssdk.core.SdkBytes; +import software.amazon.awssdk.services.dynamodb.model.AttributeValue; + +import java.io.File; +import java.io.FileOutputStream; +import java.util.HashMap; +import java.util.Map; +import java.util.Random; + +/** + * A convenient class to generate some random binary data with flat attributes. The logic is not thoroughly tested + * and is mainly for debugging purpose (and avoid handwriting data). + */ +public class GenerateDataFlat { + public static void main(String[] args) throws Exception { + File myFile = new File("flat_attributes.json"); + myFile.createNewFile(); + Map jsonData = new HashMap<>(); + //2000 * 100 bytes = 200 KB + for (Integer i = 0; i < 2000; i++) { + byte[] randomData = new byte[100]; + new Random().nextBytes(randomData); + jsonData.put("Attribute".concat(i.toString()), AttributeValue.builder().b(SdkBytes.fromByteArray(randomData))); + FileOutputStream fileOutputStream = new FileOutputStream(myFile); + fileOutputStream.write(JsonMapper.builder().serializationInclusion(JsonInclude.Include.NON_NULL).build().writeValueAsBytes(jsonData)); + fileOutputStream.close(); + } + } +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java new file mode 100644 index 000000000..6ea32077e --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java @@ -0,0 +1,48 @@ +package software.aws.cryptography.performance.itemencryptor.utils; + +import com.fasterxml.jackson.annotation.JsonInclude; +import com.fasterxml.jackson.databind.json.JsonMapper; +import software.amazon.awssdk.core.SdkBytes; +import software.amazon.awssdk.services.dynamodb.model.AttributeValue; + +import java.io.File; +import java.io.FileOutputStream; +import java.util.HashMap; +import java.util.Map; +import java.util.Random; + +/** + * A convenient class to generate some random binary data with flat attributes. The logic is not thoroughly tested + * and is mainly for debugging purpose (and avoid handwriting data). + */ +public class GenerateDataNested { + public static void main(String[] args) throws Exception { + File myFile = new File("nested_attributes.json"); + myFile.createNewFile(); + Map jsonData = new HashMap<>(); + for (Integer i = 0; i < 200; i++) { + //Randomise level of nesting + for (Integer j = 0; j < new Random().nextInt(100); j++) { + byte[] randomData = new byte[100]; + new Random().nextBytes(randomData); + jsonData.put("Attribute".concat(i.toString()), AttributeValue.builder().m(gen(j))); + } + FileOutputStream fileOutputStream = new FileOutputStream(myFile); + fileOutputStream.write(JsonMapper.builder().serializationInclusion(JsonInclude.Include.NON_NULL).build().writeValueAsBytes(jsonData)); + fileOutputStream.close(); + } + } + static Map gen(Integer j) { + if(j == 0) { + byte[] randomData = new byte[1000]; + new Random().nextBytes(randomData); + Map val = new HashMap<>(); + val.put("Attribute".concat(j.toString()), AttributeValue.fromB(SdkBytes.fromByteArray(randomData))); + return val; + } + Map nested = gen(j-1); + Map parent = new HashMap<>(); + parent.put("Attribute".concat(j.toString()), AttributeValue.fromM(nested)); + return parent; + } +} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java index 58bd3fe29..6b4aa9e4e 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java @@ -5,8 +5,10 @@ import com.amazonaws.services.dynamodbv2.datamodeling.encryption.EncryptionFlags; import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.EncryptionMaterialsProvider; import com.amazonaws.services.dynamodbv2.model.AttributeValue; -import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.annotation.JsonInclude; +import com.fasterxml.jackson.core.type.TypeReference; import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.json.JsonMapper; import com.univocity.parsers.fixed.FieldAlignment; import com.univocity.parsers.fixed.FixedWidthFields; import com.univocity.parsers.fixed.FixedWidthWriter; @@ -50,11 +52,14 @@ @Warmup(iterations = 2, time = 2) @Measurement(iterations = 3, time = 3) public abstract class TestBase { - @Param({"single_attribute.json"}) + @Param({"single_attribute.json", "nested_attributes.json", "flat_attributes.json"}) protected String plainTextFile; - protected JsonNode plainTextJson; + protected Map plainTextAttribute = new HashMap<>(); protected Map itemBeforeEncrypt; protected Map encryptedAttributes; + protected ObjectMapper mapper = JsonMapper.builder() + .serializationInclusion(JsonInclude.Include.NON_NULL) + .build(); DynamoDBEncryptor encryptor; @@ -63,12 +68,12 @@ public abstract class TestBase { @Setup public void setup() throws Exception { encryptor = DynamoDBEncryptor.getInstance(createMasterKeyProvider()); - plainTextJson = new ObjectMapper().readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); + plainTextAttribute = new ObjectMapper().readValue(getClass().getClassLoader().getResourceAsStream(plainTextFile), new TypeReference>() {}); encryptedAttributes = encrypt(); } - protected Map> getAttributeActions() { + protected Map> getAttributeActions(Map record) { final EnumSet signOnly = EnumSet.of(EncryptionFlags.SIGN); final EnumSet encryptAndSign = EnumSet.of(EncryptionFlags.ENCRYPT, EncryptionFlags.SIGN); @@ -76,6 +81,12 @@ protected Map> getAttributeActions() { actions.put(PARTITION_ATTRIBUTE, signOnly); actions.put(SORT_ATTRIBUTE, signOnly); actions.put(DATA_TO_ENCRYPT, encryptAndSign); + for (Map.Entry entry:record.entrySet() + ) { + if (entry.getKey().contains("Attribute")) { + actions.put(entry.getKey(), encryptAndSign); + } + } return actions; } @@ -84,7 +95,7 @@ public Map encrypt() throws Exception { final Map record = new HashMap<>(); record.put(PARTITION_ATTRIBUTE, new AttributeValue().withS(TEST_PK)); record.put(SORT_ATTRIBUTE, new AttributeValue().withN(SORT_NUMBER)); - record.put(DATA_TO_ENCRYPT, new AttributeValue().withS(plainTextJson.get(DATA_TO_ENCRYPT).asText())); + record.putAll(plainTextAttribute); final EncryptionContext encryptionContext = new EncryptionContext.Builder() @@ -96,7 +107,7 @@ public Map encrypt() throws Exception { itemBeforeEncrypt = record; final Map encrypted_record = - encryptor.encryptRecord(record, getAttributeActions(), encryptionContext); + encryptor.encryptRecord(record, getAttributeActions(record), encryptionContext); return encrypted_record; } @@ -109,7 +120,7 @@ public Map decrypt() throws Exception { .withRangeKeyName(SORT_ATTRIBUTE) .build(); final Map decrypted_record = - encryptor.decryptRecord(encryptedAttributes, getAttributeActions(), encryptionContext); + encryptor.decryptRecord(encryptedAttributes, getAttributeActions(plainTextAttribute), encryptionContext); return decrypted_record; } @@ -139,7 +150,7 @@ public void writeSizeToFile() throws Exception { } public static void main(String[] args) throws Exception { - Options options = new OptionsBuilder().include(MostRecentKeyProviderTest.class.getSimpleName()) + Options options = new OptionsBuilder() .build(); new Runner(options).run(); } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java index f14edfdb0..4ab7368cd 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java @@ -1,5 +1,7 @@ package software.aws.cryptography.performance.itemencryptor.v3; +import com.fasterxml.jackson.core.type.TypeReference; +import com.fasterxml.jackson.databind.JsonNode; import com.fasterxml.jackson.databind.ObjectMapper; import software.amazon.awssdk.core.client.config.ClientOverrideConfiguration; import software.amazon.awssdk.services.dynamodb.DynamoDbClient; @@ -96,12 +98,15 @@ protected IKeyring createKeyring() { @Override public void setup() throws Exception { + final JsonNode plainTextJson = mapper.readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); + plainTextJson.properties().forEach((entry) -> plainTextAttribute.put(entry.getKey(), mapper.convertValue(entry.getValue(), AttributeValue.serializableBuilderClass()))); + final Map tableConfigs = new HashMap<>(); final DynamoDbTableEncryptionConfig config = DynamoDbTableEncryptionConfig.builder() .logicalTableName(TEST_DDB_TABLE_NAME) .partitionKeyName(PARTITION_ATTRIBUTE) .sortKeyName(SORT_ATTRIBUTE) - .attributeActions(getAttributeActions()) + .attributeActions(getAttributeActions(plainTextAttribute)) .keyring(createKeyring()) .allowedUnauthenticatedAttributePrefix(UNAUTH_PREFIX) .build(); @@ -119,7 +124,6 @@ public void setup() throws Exception { ddb = DynamoDbClient.builder() .overrideConfiguration(clientOverrideConfiguration) .build(); - plainTextJson = new ObjectMapper().readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); encryptedAttributes = encrypt(); } @@ -129,7 +133,7 @@ public Map encrypt() { final HashMap item = new HashMap<>(); item.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); item.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); - item.put(DATA_TO_ENCRYPT, AttributeValue.builder().s(plainTextJson.get(DATA_TO_ENCRYPT).asText()).build()); + plainTextAttribute.forEach((key, value) -> item.put(key, value.build())); itemBeforeEncrypt = item; final PutItemRequest putRequest = PutItemRequest.builder() .tableName(TEST_DDB_TABLE_NAME) diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java index 80b43f6fb..0e20afa90 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java @@ -2,7 +2,8 @@ import com.amazonaws.services.dynamodbv2.datamodeling.encryption.DynamoDBEncryptor; import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.WrappedMaterialsProvider; -import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.JsonNode; +import software.amazon.awssdk.services.dynamodb.model.AttributeValue; import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.DynamoDbItemEncryptor; import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.DynamoDbItemEncryptorConfig; import software.amazon.cryptography.dynamoDbEncryption.model.LegacyConfig; @@ -47,10 +48,19 @@ protected IKeyring createKeyring() { @Override public void setup() throws Exception { + final JsonNode plainTextJson = mapper.readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); + plainTextJson.properties().forEach((entry) -> plainTextAttribute.put(entry.getKey(), mapper.convertValue(entry.getValue(), AttributeValue.serializableBuilderClass()))); + final Map legacyActions = new HashMap<>(); legacyActions.put(PARTITION_ATTRIBUTE, CryptoAction.SIGN_ONLY); legacyActions.put(SORT_ATTRIBUTE, CryptoAction.SIGN_ONLY); legacyActions.put(DATA_TO_ENCRYPT, CryptoAction.ENCRYPT_AND_SIGN); + for (Map.Entry entry:plainTextAttribute.entrySet() + ) { + if (entry.getKey().contains("Attribute")) { + legacyActions.put(entry.getKey(), CryptoAction.ENCRYPT_AND_SIGN); + } + } final LegacyConfig legacyConfig = LegacyConfig .builder() @@ -62,7 +72,7 @@ public void setup() throws Exception { final DynamoDbItemEncryptorConfig config = DynamoDbItemEncryptorConfig.builder().logicalTableName(TEST_TABLE) .partitionKeyName(PARTITION_ATTRIBUTE) .sortKeyName(SORT_ATTRIBUTE) - .attributeActions(getAttributeActions()) + .attributeActions(getAttributeActions(plainTextAttribute)) .keyring(createKeyring()) .legacyConfig(legacyConfig) .allowedUnauthenticatedAttributePrefix(UNAUTH_PREFIX) @@ -71,7 +81,6 @@ public void setup() throws Exception { dynamoDbItemEncryptor = DynamoDbItemEncryptor.builder().DynamoDbItemEncryptorConfig(config) .build(); - plainTextJson = new ObjectMapper().readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); encryptedAttributes = encrypt(); } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java index 73189778c..9d78cc4cd 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java @@ -1,7 +1,9 @@ package software.aws.cryptography.performance.itemencryptor.v3; +import com.fasterxml.jackson.annotation.JsonInclude; import com.fasterxml.jackson.databind.JsonNode; import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.json.JsonMapper; import com.univocity.parsers.fixed.FieldAlignment; import com.univocity.parsers.fixed.FixedWidthFields; import com.univocity.parsers.fixed.FixedWidthWriter; @@ -54,31 +56,44 @@ @Warmup(iterations = 2, time = 2) @Measurement(iterations = 3, time = 3) public abstract class TestBase { - @Param({"single_attribute.json"}) + @Param({"single_attribute.json", "nested_attributes.json", "flat_attributes.json"}) protected String plainTextFile; protected Map encryptedAttributes; - protected JsonNode plainTextJson; + protected Map plainTextAttribute = new HashMap<>(); protected DynamoDbItemEncryptor dynamoDbItemEncryptor; protected Map itemBeforeEncrypt; + protected Map originalItem; + protected ObjectMapper mapper = JsonMapper.builder() + .serializationInclusion(JsonInclude.Include.NON_NULL) + .build(); protected abstract IKeyring createKeyring(); - protected Map getAttributeActions() { + protected Map getAttributeActions(Map record) { final Map attributeActions = new HashMap<>(); attributeActions.put(PARTITION_ATTRIBUTE, CryptoAction.SIGN_ONLY); attributeActions.put(SORT_ATTRIBUTE, CryptoAction.SIGN_ONLY); attributeActions.put(DATA_TO_ENCRYPT, CryptoAction.ENCRYPT_AND_SIGN); attributeActions.put(DATA_TO_SIGN, CryptoAction.SIGN_ONLY); attributeActions.put(DATA_TO_IGNORE, CryptoAction.DO_NOTHING); + for (Map.Entry entry:record.entrySet() + ) { + if (entry.getKey().contains("Attribute")) { + attributeActions.put(entry.getKey(), CryptoAction.ENCRYPT_AND_SIGN); + } + } return attributeActions; } @Setup public void setup() throws Exception { + final JsonNode plainTextJson = mapper.readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); + plainTextJson.properties().forEach((entry) -> plainTextAttribute.put(entry.getKey(), mapper.convertValue(entry.getValue(), AttributeValue.serializableBuilderClass()))); + final DynamoDbItemEncryptorConfig config = DynamoDbItemEncryptorConfig.builder().logicalTableName(TEST_TABLE) .partitionKeyName(PARTITION_ATTRIBUTE) .sortKeyName(SORT_ATTRIBUTE) - .attributeActions(getAttributeActions()) + .attributeActions(getAttributeActions(plainTextAttribute)) .keyring(createKeyring()) .allowedUnauthenticatedAttributePrefix(UNAUTH_PREFIX) .algorithmSuiteId(DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384) @@ -86,8 +101,6 @@ public void setup() throws Exception { dynamoDbItemEncryptor = DynamoDbItemEncryptor.builder().DynamoDbItemEncryptorConfig(config) .build(); - - plainTextJson = new ObjectMapper().readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); encryptedAttributes = encrypt(); } @@ -98,7 +111,7 @@ public Map encrypt() throws Exception { final Map originalItem = new HashMap<>(); originalItem.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); originalItem.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); - originalItem.put(DATA_TO_ENCRYPT, AttributeValue.builder().s(plainTextJson.get(DATA_TO_ENCRYPT).asText()).build()); + plainTextAttribute.forEach((key, value) -> originalItem.put(key, value.build())); itemBeforeEncrypt = originalItem; encryptedAttributes = dynamoDbItemEncryptor.EncryptItem( EncryptItemInput.builder() diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json new file mode 100644 index 000000000..59832b8ab --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/single_attribute.json b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/single_attribute.json index c0e1509d6..ab7dba9c2 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/single_attribute.json +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/single_attribute.json @@ -1,3 +1,3 @@ { - "data_to_encrypt":"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" 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" +}} \ No newline at end of file From 63088371a0ee60a1bded382bf280699655014b07 Mon Sep 17 00:00:00 2001 From: Shubham Chaturvedi Date: Sat, 13 May 2023 00:10:32 -0700 Subject: [PATCH 5/9] feat(PerfTest): Fix Heirarchy Test Sort Key --- .../performance/itemencryptor/v3/HeirarchyKeyringTest.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java index 4ab7368cd..caf0e3d7d 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java @@ -150,7 +150,7 @@ public Map encrypt() { public Map decrypt() { final HashMap keyToGet = new HashMap<>(); keyToGet.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); - keyToGet.put(SORT_ATTRIBUTE, AttributeValue.builder().n("0").build()); + keyToGet.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); final GetItemRequest getRequest = GetItemRequest.builder() .key(keyToGet) From e42c28fac32da4714b83d273cb0e816a879b3a5c Mon Sep 17 00:00:00 2001 From: Shubham Chaturvedi Date: Wed, 24 May 2023 16:27:07 -0700 Subject: [PATCH 6/9] fix(PerfTest): Rebase to the latest dbEsdk changes --- .../java/DynamoDbEncryption/build.gradle.kts | 2 +- .../itemencryptor/utils/GenerateDataFlat.java | 25 ++++++---- .../utils/GenerateDataNested.java | 40 ++++++++------- .../itemencryptor/v3/AwsKmsKeyringTest.java | 8 +-- .../v3/HeirarchyKeyringTest.java | 50 +++++++++---------- .../itemencryptor/v3/LegacyConfigTest.java | 34 ++++++------- .../itemencryptor/v3/RawAesKeyringTest.java | 10 ++-- .../itemencryptor/v3/TestBase.java | 18 +++---- .../src/main/resources/flat_attributes.json | 2 +- .../src/main/resources/nested_attributes.json | 2 +- 10 files changed, 98 insertions(+), 93 deletions(-) diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts index 8993dc290..4af28423c 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts +++ b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts @@ -62,7 +62,7 @@ repositories { } dependencies { - implementation("software.amazon.cryptography:AwsCryptographyDynamoDbEncryption:1.0-SNAPSHOT") + implementation("software.amazon.cryptography:aws-database-encryption-sdk-dynamodb:1.0-SNAPSHOT") implementation("software.amazon.cryptography:AwsCryptographicMaterialProviders:1.0-SNAPSHOT") implementation(platform("software.amazon.awssdk:bom:2.19.1")) diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java index 96f5471c1..63f588b7b 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java @@ -16,18 +16,21 @@ * and is mainly for debugging purpose (and avoid handwriting data). */ public class GenerateDataFlat { - public static void main(String[] args) throws Exception { - File myFile = new File("flat_attributes.json"); + public static void main(final String[] args) throws Exception { + final File myFile = new File("flat_attributes.json"); myFile.createNewFile(); - Map jsonData = new HashMap<>(); - //2000 * 100 bytes = 200 KB - for (Integer i = 0; i < 2000; i++) { - byte[] randomData = new byte[100]; - new Random().nextBytes(randomData); - jsonData.put("Attribute".concat(i.toString()), AttributeValue.builder().b(SdkBytes.fromByteArray(randomData))); - FileOutputStream fileOutputStream = new FileOutputStream(myFile); - fileOutputStream.write(JsonMapper.builder().serializationInclusion(JsonInclude.Include.NON_NULL).build().writeValueAsBytes(jsonData)); - fileOutputStream.close(); + final Map jsonData = new HashMap<>(); + //First 2 attributes are pk and sk + for (Integer topLevelAttributeIndex = 2; topLevelAttributeIndex < 100; topLevelAttributeIndex++) { + byte[] randomData = new byte[2000]; + new Random().nextBytes(randomData); + jsonData.put("Attribute".concat(topLevelAttributeIndex.toString()), AttributeValue.builder().b(SdkBytes.fromByteArray(randomData))); } + final FileOutputStream fileOutputStream = new FileOutputStream(myFile); + fileOutputStream.write(JsonMapper.builder() + .serializationInclusion(JsonInclude.Include.NON_NULL) + .build() + .writeValueAsBytes(jsonData)); + fileOutputStream.close(); } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java index 6ea32077e..e004b2366 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java @@ -16,33 +16,35 @@ * and is mainly for debugging purpose (and avoid handwriting data). */ public class GenerateDataNested { - public static void main(String[] args) throws Exception { - File myFile = new File("nested_attributes.json"); + public static void main(final String[] args) throws Exception { + final File myFile = new File("nested_attributes.json"); myFile.createNewFile(); - Map jsonData = new HashMap<>(); - for (Integer i = 0; i < 200; i++) { + final Map jsonData = new HashMap<>(); + //First 2 attributes are pk and sk + for (Integer topLevelAttributeIndex = 2; topLevelAttributeIndex < 100; topLevelAttributeIndex++) { //Randomise level of nesting - for (Integer j = 0; j < new Random().nextInt(100); j++) { - byte[] randomData = new byte[100]; - new Random().nextBytes(randomData); - jsonData.put("Attribute".concat(i.toString()), AttributeValue.builder().m(gen(j))); - } - FileOutputStream fileOutputStream = new FileOutputStream(myFile); - fileOutputStream.write(JsonMapper.builder().serializationInclusion(JsonInclude.Include.NON_NULL).build().writeValueAsBytes(jsonData)); - fileOutputStream.close(); + final Integer nestedChildAttributeIndex = new Random().nextInt(31); + jsonData.put("Attribute".concat(topLevelAttributeIndex.toString()), + AttributeValue.builder().m(generateNestedChildren(nestedChildAttributeIndex))); } + final FileOutputStream fileOutputStream = new FileOutputStream(myFile); + fileOutputStream.write(JsonMapper.builder() + .serializationInclusion(JsonInclude.Include.NON_NULL) + .build() + .writeValueAsBytes(jsonData)); + fileOutputStream.close(); } - static Map gen(Integer j) { - if(j == 0) { + static Map generateNestedChildren(final Integer nestedChildAttributeIndex) { + if (nestedChildAttributeIndex == 0) { byte[] randomData = new byte[1000]; new Random().nextBytes(randomData); - Map val = new HashMap<>(); - val.put("Attribute".concat(j.toString()), AttributeValue.fromB(SdkBytes.fromByteArray(randomData))); - return val; + Map leafNode = new HashMap<>(); + leafNode.put("Attribute".concat(nestedChildAttributeIndex.toString()), AttributeValue.fromB(SdkBytes.fromByteArray(randomData))); + return leafNode; } - Map nested = gen(j-1); + Map nested = generateNestedChildren(nestedChildAttributeIndex - 1); Map parent = new HashMap<>(); - parent.put("Attribute".concat(j.toString()), AttributeValue.fromM(nested)); + parent.put("Attribute".concat(nestedChildAttributeIndex.toString()), AttributeValue.fromM(nested)); return parent; } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java index 03bbce417..955a26ed5 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java @@ -1,10 +1,10 @@ package software.aws.cryptography.performance.itemencryptor.v3; import software.amazon.awssdk.services.kms.KmsClient; -import software.amazon.cryptography.materialProviders.IKeyring; -import software.amazon.cryptography.materialProviders.MaterialProviders; -import software.amazon.cryptography.materialProviders.model.CreateAwsKmsKeyringInput; -import software.amazon.cryptography.materialProviders.model.MaterialProvidersConfig; +import software.amazon.cryptography.materialproviders.IKeyring; +import software.amazon.cryptography.materialproviders.MaterialProviders; +import software.amazon.cryptography.materialproviders.model.CreateAwsKmsKeyringInput; +import software.amazon.cryptography.materialproviders.model.MaterialProvidersConfig; import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java index caf0e3d7d..7f2d926ac 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java @@ -1,8 +1,6 @@ package software.aws.cryptography.performance.itemencryptor.v3; -import com.fasterxml.jackson.core.type.TypeReference; import com.fasterxml.jackson.databind.JsonNode; -import com.fasterxml.jackson.databind.ObjectMapper; import software.amazon.awssdk.core.client.config.ClientOverrideConfiguration; import software.amazon.awssdk.services.dynamodb.DynamoDbClient; import software.amazon.awssdk.services.dynamodb.model.AttributeValue; @@ -11,26 +9,26 @@ import software.amazon.awssdk.services.dynamodb.model.PutItemRequest; import software.amazon.awssdk.services.dynamodb.model.ReturnValue; import software.amazon.awssdk.services.kms.KmsClient; -import software.amazon.cryptography.dynamoDbEncryption.DynamoDbEncryption; -import software.amazon.cryptography.dynamoDbEncryption.model.CreateDynamoDbEncryptionBranchKeyIdSupplierInput; -import software.amazon.cryptography.dynamoDbEncryption.model.DynamoDbEncryptionConfig; -import software.amazon.cryptography.dynamoDbEncryption.model.DynamoDbTableEncryptionConfig; -import software.amazon.cryptography.dynamoDbEncryption.model.DynamoDbTablesEncryptionConfig; -import software.amazon.cryptography.dynamoDbEncryption.model.GetBranchKeyIdFromDdbKeyOutput; -import software.amazon.cryptography.keyStore.KeyStore; -import software.amazon.cryptography.keyStore.model.CreateKeyStoreInput; -import software.amazon.cryptography.keyStore.model.KeyStoreConfig; -import software.amazon.cryptography.materialProviders.IBranchKeyIdSupplier; -import software.amazon.cryptography.materialProviders.IKeyring; -import software.amazon.cryptography.materialProviders.MaterialProviders; -import software.amazon.cryptography.materialProviders.model.CreateAwsKmsHierarchicalKeyringInput; -import software.amazon.cryptography.materialProviders.model.MaterialProvidersConfig; -import software.aws.cryptography.dynamoDbEncryption.DynamoDbEncryptionInterceptor; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.DynamoDbEncryption; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.DynamoDbEncryptionInterceptor; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.model.CreateDynamoDbEncryptionBranchKeyIdSupplierInput; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.model.DynamoDbEncryptionConfig; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.model.DynamoDbTableEncryptionConfig; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.model.DynamoDbTablesEncryptionConfig; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.model.GetBranchKeyIdFromDdbKeyOutput; +import software.amazon.cryptography.keystore.KeyStore; +import software.amazon.cryptography.keystore.model.CreateKeyStoreInput; +import software.amazon.cryptography.keystore.model.KMSConfiguration; +import software.amazon.cryptography.keystore.model.KeyStoreConfig; +import software.amazon.cryptography.materialproviders.IBranchKeyIdSupplier; +import software.amazon.cryptography.materialproviders.IKeyring; +import software.amazon.cryptography.materialproviders.MaterialProviders; +import software.amazon.cryptography.materialproviders.model.CreateAwsKmsHierarchicalKeyringInput; +import software.amazon.cryptography.materialproviders.model.MaterialProvidersConfig; import java.util.HashMap; import java.util.Map; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; @@ -58,7 +56,9 @@ protected IKeyring createKeyring() { final KeyStoreConfig keyStoreConfig = KeyStoreConfig.builder() .ddbTableName(TEST_KEYSTORE_NAME) - .kmsKeyArn(KMS_KEY_ARN) + .kmsConfiguration(KMSConfiguration.builder() + .kmsKeyArn(KMS_KEY_ARN) + .build()) .kmsClient(kmsClient) .ddbClient(dynamoDbClient) .build(); @@ -71,18 +71,18 @@ protected IKeyring createKeyring() { final String tenant2BranchKey = keystore.CreateKey().branchKeyIdentifier(); ddbEnc = DynamoDbEncryption.builder() - .DynamoDbEncryptionConfig(DynamoDbEncryptionConfig.builder().build()).build(); + .DynamoDbEncryptionConfig(DynamoDbEncryptionConfig.builder().build()).build(); final IBranchKeyIdSupplier branchKeyIdSupplier = ddbEnc.CreateDynamoDbEncryptionBranchKeyIdSupplier( - CreateDynamoDbEncryptionBranchKeyIdSupplierInput.builder() - .ddbKeyBranchKeyIdSupplier((getBranchKeyIdFromDdbKeyInput) -> { + CreateDynamoDbEncryptionBranchKeyIdSupplierInput.builder() + .ddbKeyBranchKeyIdSupplier((getBranchKeyIdFromDdbKeyInput) -> { String tenantKeyId = getBranchKeyIdFromDdbKeyInput.ddbKey().get(PARTITION_ATTRIBUTE).s(); if (tenantKeyId.equals(TEST_PK)) { return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant1BranchKey).build(); } return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant2BranchKey).build(); }) - .build()) + .build()) .branchKeyIdSupplier(); @@ -106,9 +106,9 @@ public void setup() throws Exception { .logicalTableName(TEST_DDB_TABLE_NAME) .partitionKeyName(PARTITION_ATTRIBUTE) .sortKeyName(SORT_ATTRIBUTE) - .attributeActions(getAttributeActions(plainTextAttribute)) + .attributeActionsOnEncrypt(getAttributeActions(plainTextAttribute)) .keyring(createKeyring()) - .allowedUnauthenticatedAttributePrefix(UNAUTH_PREFIX) + .allowedUnsignedAttributePrefix(UNAUTH_PREFIX) .build(); tableConfigs.put(TEST_DDB_TABLE_NAME, config); diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java index 0e20afa90..eba6245f8 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java @@ -4,17 +4,17 @@ import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.WrappedMaterialsProvider; import com.fasterxml.jackson.databind.JsonNode; import software.amazon.awssdk.services.dynamodb.model.AttributeValue; -import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.DynamoDbItemEncryptor; -import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.DynamoDbItemEncryptorConfig; -import software.amazon.cryptography.dynamoDbEncryption.model.LegacyConfig; -import software.amazon.cryptography.dynamoDbEncryption.model.LegacyPolicy; -import software.amazon.cryptography.materialProviders.IKeyring; -import software.amazon.cryptography.materialProviders.MaterialProviders; -import software.amazon.cryptography.materialProviders.model.AesWrappingAlg; -import software.amazon.cryptography.materialProviders.model.CreateRawAesKeyringInput; -import software.amazon.cryptography.materialProviders.model.DBEAlgorithmSuiteId; -import software.amazon.cryptography.materialProviders.model.MaterialProvidersConfig; -import software.amazon.cryptography.structuredEncryption.model.CryptoAction; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.itemencryptor.DynamoDbItemEncryptor; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.itemencryptor.model.DynamoDbItemEncryptorConfig; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.model.LegacyOverride; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.model.LegacyPolicy; +import software.amazon.cryptography.dbencryptionsdk.structuredencryption.model.CryptoAction; +import software.amazon.cryptography.materialproviders.IKeyring; +import software.amazon.cryptography.materialproviders.MaterialProviders; +import software.amazon.cryptography.materialproviders.model.AesWrappingAlg; +import software.amazon.cryptography.materialproviders.model.CreateRawAesKeyringInput; +import software.amazon.cryptography.materialproviders.model.DBEAlgorithmSuiteId; +import software.amazon.cryptography.materialproviders.model.MaterialProvidersConfig; import javax.crypto.SecretKey; import javax.crypto.spec.SecretKeySpec; @@ -62,20 +62,20 @@ public void setup() throws Exception { } } - final LegacyConfig legacyConfig = LegacyConfig + final LegacyOverride legacyConfig = LegacyOverride .builder() .encryptor(DynamoDBEncryptor.getInstance(createLegacyMaterialProvider())) - .policy(LegacyPolicy.REQUIRE_ENCRYPT_ALLOW_DECRYPT) - .attributeFlags(legacyActions) + .policy(LegacyPolicy.FORBID_LEGACY_ENCRYPT_ALLOW_LEGACY_DECRYPT) + .attributeActionsOnEncrypt(legacyActions) .build(); final DynamoDbItemEncryptorConfig config = DynamoDbItemEncryptorConfig.builder().logicalTableName(TEST_TABLE) .partitionKeyName(PARTITION_ATTRIBUTE) .sortKeyName(SORT_ATTRIBUTE) - .attributeActions(getAttributeActions(plainTextAttribute)) + .attributeActionsOnEncrypt(getAttributeActions(plainTextAttribute)) .keyring(createKeyring()) - .legacyConfig(legacyConfig) - .allowedUnauthenticatedAttributePrefix(UNAUTH_PREFIX) + .legacyOverride(legacyConfig) + .allowedUnsignedAttributePrefix(UNAUTH_PREFIX) .algorithmSuiteId(DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384) .build(); dynamoDbItemEncryptor = DynamoDbItemEncryptor.builder().DynamoDbItemEncryptorConfig(config) diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java index 75912aadf..52a251e93 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java @@ -1,10 +1,10 @@ package software.aws.cryptography.performance.itemencryptor.v3; -import software.amazon.cryptography.materialProviders.IKeyring; -import software.amazon.cryptography.materialProviders.MaterialProviders; -import software.amazon.cryptography.materialProviders.model.AesWrappingAlg; -import software.amazon.cryptography.materialProviders.model.CreateRawAesKeyringInput; -import software.amazon.cryptography.materialProviders.model.MaterialProvidersConfig; +import software.amazon.cryptography.materialproviders.IKeyring; +import software.amazon.cryptography.materialproviders.MaterialProviders; +import software.amazon.cryptography.materialproviders.model.AesWrappingAlg; +import software.amazon.cryptography.materialproviders.model.CreateRawAesKeyringInput; +import software.amazon.cryptography.materialproviders.model.MaterialProvidersConfig; import java.nio.ByteBuffer; diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java index 9d78cc4cd..a327e6ae2 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java @@ -24,13 +24,13 @@ import org.openjdk.jmh.runner.options.Options; import org.openjdk.jmh.runner.options.OptionsBuilder; import software.amazon.awssdk.services.dynamodb.model.AttributeValue; -import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.DynamoDbItemEncryptor; -import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.DecryptItemInput; -import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.DynamoDbItemEncryptorConfig; -import software.amazon.cryptography.dynamoDbEncryption.itemEncryptor.model.EncryptItemInput; -import software.amazon.cryptography.materialProviders.IKeyring; -import software.amazon.cryptography.materialProviders.model.DBEAlgorithmSuiteId; -import software.amazon.cryptography.structuredEncryption.model.CryptoAction; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.itemencryptor.DynamoDbItemEncryptor; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.itemencryptor.model.DecryptItemInput; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.itemencryptor.model.DynamoDbItemEncryptorConfig; +import software.amazon.cryptography.dbencryptionsdk.dynamodb.itemencryptor.model.EncryptItemInput; +import software.amazon.cryptography.dbencryptionsdk.structuredencryption.model.CryptoAction; +import software.amazon.cryptography.materialproviders.IKeyring; +import software.amazon.cryptography.materialproviders.model.DBEAlgorithmSuiteId; import java.io.File; import java.io.FileOutputStream; @@ -93,9 +93,9 @@ public void setup() throws Exception { final DynamoDbItemEncryptorConfig config = DynamoDbItemEncryptorConfig.builder().logicalTableName(TEST_TABLE) .partitionKeyName(PARTITION_ATTRIBUTE) .sortKeyName(SORT_ATTRIBUTE) - .attributeActions(getAttributeActions(plainTextAttribute)) + .attributeActionsOnEncrypt(getAttributeActions(plainTextAttribute)) .keyring(createKeyring()) - .allowedUnauthenticatedAttributePrefix(UNAUTH_PREFIX) + .allowedUnsignedAttributePrefix(UNAUTH_PREFIX) .algorithmSuiteId(DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384) .build(); diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json index 59832b8ab..f5d71d269 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json @@ -1 +1 @@ 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\ No newline at end of file diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/nested_attributes.json b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/nested_attributes.json index af7d90cc6..c79784efe 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/nested_attributes.json +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/nested_attributes.json @@ -1 +1 @@ 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\ No newline at end of file From 08f4ceb7f1ba4fd7ad096e861fda77f628040dcb Mon Sep 17 00:00:00 2001 From: Shubham Chaturvedi Date: Wed, 24 May 2023 16:52:43 -0700 Subject: [PATCH 7/9] fix(PerfTest): fix Hierarchy Test --- ...ingTest.java => HierarchyKeyringTest.java} | 23 ++++++++++--------- 1 file changed, 12 insertions(+), 11 deletions(-) rename PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/{HeirarchyKeyringTest.java => HierarchyKeyringTest.java} (91%) diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HierarchyKeyringTest.java similarity index 91% rename from PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java rename to PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HierarchyKeyringTest.java index 7f2d926ac..0bf3e7134 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HeirarchyKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HierarchyKeyringTest.java @@ -36,17 +36,17 @@ import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; -public class HeirarchyKeyringTest extends TestBase { +public class HierarchyKeyringTest extends TestBase { private static final String TEST_KEYSTORE_NAME = "KeyStoreTestTable"; private static final String TEST_DDB_TABLE_NAME = "DynamoDbEncryptionInterceptorTestTable"; private DynamoDbEncryption ddbEnc; private DynamoDbClient ddb; - public HeirarchyKeyringTest() { + public HierarchyKeyringTest() { } - HeirarchyKeyringTest(final String plainTextFile) { + HierarchyKeyringTest(final String plainTextFile) { this.plainTextFile = plainTextFile; } @Override @@ -56,6 +56,7 @@ protected IKeyring createKeyring() { final KeyStoreConfig keyStoreConfig = KeyStoreConfig.builder() .ddbTableName(TEST_KEYSTORE_NAME) + .logicalKeyStoreName(TEST_KEYSTORE_NAME) .kmsConfiguration(KMSConfiguration.builder() .kmsKeyArn(KMS_KEY_ARN) .build()) @@ -76,12 +77,12 @@ protected IKeyring createKeyring() { final IBranchKeyIdSupplier branchKeyIdSupplier = ddbEnc.CreateDynamoDbEncryptionBranchKeyIdSupplier( CreateDynamoDbEncryptionBranchKeyIdSupplierInput.builder() .ddbKeyBranchKeyIdSupplier((getBranchKeyIdFromDdbKeyInput) -> { - String tenantKeyId = getBranchKeyIdFromDdbKeyInput.ddbKey().get(PARTITION_ATTRIBUTE).s(); - if (tenantKeyId.equals(TEST_PK)) { - return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant1BranchKey).build(); - } - return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant2BranchKey).build(); - }) + String tenantKeyId = getBranchKeyIdFromDdbKeyInput.ddbKey().get(PARTITION_ATTRIBUTE).s(); + if (tenantKeyId.equals(TEST_PK)) { + return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant1BranchKey).build(); + } + return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant2BranchKey).build(); + }) .build()) .branchKeyIdSupplier(); @@ -89,7 +90,7 @@ protected IKeyring createKeyring() { CreateAwsKmsHierarchicalKeyringInput keyringInput = CreateAwsKmsHierarchicalKeyringInput.builder() .maxCacheSize(10) .keyStore(keystore) - .branchKeyIdSupplier(branchKeyIdSupplier).ttlSeconds(60) + .branchKeyIdSupplier(branchKeyIdSupplier).ttlSeconds(60) .maxCacheSize(100) .build(); MaterialProviders matProv = MaterialProviders.builder().MaterialProvidersConfig(MaterialProvidersConfig.builder().build()).build(); @@ -169,7 +170,7 @@ public Map decrypt() { * @throws Exception */ public static void main(String[] args) throws Exception { - TestBase testBase = new HeirarchyKeyringTest("single_attribute.json"); + TestBase testBase = new HierarchyKeyringTest("single_attribute.json"); testBase.setup(); testBase.decrypt(); From e7a028fe1cc3c5c76c8960da494cd70b7ed85c19 Mon Sep 17 00:00:00 2001 From: Darwin Chowdary <39110935+imabhichow@users.noreply.github.com> Date: Wed, 20 Aug 2025 22:36:18 -0700 Subject: [PATCH 8/9] Python Performance Tests - Item Encryptor --- DynamoDbEncryption/runtimes/python/tox.ini | 1 + .../java/DynamoDbEncryption/README.md | 11 +- .../itemencryptor/TestConstants.java | 27 +- .../itemencryptor/utils/GenerateDataFlat.java | 48 +- .../utils/GenerateDataNested.java | 86 +- .../itemencryptor/v2/AesKeyProviderTest.java | 63 +- .../v2/AwsKmsKeyProviderTest.java | 53 +- .../v2/MostRecentKeyProviderTest.java | 91 +- .../itemencryptor/v2/TestBase.java | 265 +- .../itemencryptor/v3/AwsKmsKeyringTest.java | 67 +- .../v3/HierarchyKeyringTest.java | 348 +- .../itemencryptor/v3/LegacyConfigTest.java | 203 +- .../itemencryptor/v3/RawAesKeyringTest.java | 79 +- .../itemencryptor/v3/TestBase.java | 306 +- .../src/main/resources/flat_attributes.json | 297 +- .../src/main/resources/nested_attributes.json | 6501 ++++++++++++++++- .../src/main/resources/single_attribute.json | 6 +- .../python/DynamoDbEncryption/README.md | 132 + .../python/DynamoDbEncryption/pyproject.toml | 67 + .../python/DynamoDbEncryption/pytest.ini | 23 + .../resources/flat_attributes.json | 296 + .../resources/nested_attributes.json | 96 + .../resources/simple/flat_attributes.json | 34 + .../resources/simple/nested_attributes.json | 37 + .../resources/simple/single_attribute.json | 5 + .../resources/single_attribute.json | 5 + .../DynamoDbEncryption/run_benchmarks.py | 282 + .../python/DynamoDbEncryption/src/__init__.py | 1 + .../DynamoDbEncryption/src/test_constants.py | 76 + .../DynamoDbEncryption/src/v3/__init__.py | 1 + .../src/v3/aes_key_provider_test.py | 67 + .../src/v3/aws_kms_key_provider_test.py | 47 + .../src/v3/most_recent_key_provider_test.py | 66 + .../DynamoDbEncryption/src/v3/test_base.py | 253 + .../DynamoDbEncryption/src/v4/__init__.py | 1 + .../src/v4/aws_kms_keyring_test.py | 59 + .../src/v4/hierarchy_keyring_test.py | 147 + .../src/v4/raw_aes_keyring_test.py | 63 + .../DynamoDbEncryption/src/v4/test_base.py | 240 + .../python/DynamoDbEncryption/tox.ini | 42 + 40 files changed, 9780 insertions(+), 712 deletions(-) create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/README.md create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/pyproject.toml create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/pytest.ini create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/resources/flat_attributes.json create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/resources/nested_attributes.json create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/flat_attributes.json create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/nested_attributes.json create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/single_attribute.json create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/resources/single_attribute.json create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/run_benchmarks.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/__init__.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/test_constants.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/v3/__init__.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/v3/aes_key_provider_test.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/v3/aws_kms_key_provider_test.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/v3/most_recent_key_provider_test.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/v3/test_base.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/v4/__init__.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/v4/aws_kms_keyring_test.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/v4/hierarchy_keyring_test.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/v4/raw_aes_keyring_test.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/src/v4/test_base.py create mode 100644 PerfTest/runtimes/python/DynamoDbEncryption/tox.ini diff --git a/DynamoDbEncryption/runtimes/python/tox.ini b/DynamoDbEncryption/runtimes/python/tox.ini index dbd30d8e4..6bf3b0c4c 100644 --- a/DynamoDbEncryption/runtimes/python/tox.ini +++ b/DynamoDbEncryption/runtimes/python/tox.ini @@ -84,6 +84,7 @@ commands = src/aws_dbesdk_dynamodb/ \ ../../../Examples/runtimes/python/DynamoDBEncryption/ \ ../../../Examples/runtimes/python/Migration/ \ + ../../../PerfTest/runtimes/python/DynamoDBEncryption/ \ test/ \ {posargs} diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/README.md b/PerfTest/runtimes/java/DynamoDbEncryption/README.md index 52c7e74ac..41b8b2aad 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/README.md +++ b/PerfTest/runtimes/java/DynamoDbEncryption/README.md @@ -1,9 +1,11 @@ # AWS Database Encryption SDK Performance Test -This project contains tests to benchmark the old v2 and the new v3 AWS Database Encryption SDK for DynamoDb in Java. +This project contains tests to benchmark the old v2 and the new v3 AWS Database Encryption SDK for DynamoDb in Java. ## Benchmarking + ### Prerequisites + You'd need the appropriate security credentials to run the Kms Key based tests. Also, build all the Gazelle dependecies and deploy to maven local. The idea of perf test is to run everything from local, before the changes make it to maven central. @@ -14,9 +16,10 @@ In case of any failures, look into the `README` for `DynamoDbEncryption`. ### Gradle Jmh -`` ./gradlew jmh`` +` ./gradlew jmh` This will generate a report on console as well as in `build/results/jmh/results.txt` with the following format: + ``` Benchmark (plainTextFile) Mode Cnt Score Error Units s.a.c.p.i.v2.AesKeyProviderTest.decrypt single_attribute.json avgt 3 2.428 ± 1.484 ms/op @@ -39,9 +42,11 @@ AwsKmsKeyProviderTest_encrypt_jmhTest 205152 274349 where the columns are `OperationName OriginalSize EncryptedSize Diff` ### IDE (or Main Class) + 1. Run the `main()` method in the TestBase class, or you can also run individual tests by executing the `main()` method in the respective classes. 2. This serves the purpose of quickly debugging benchmarking/jmh issues. ## Profiling (Flamegraph) in IntelliJ + 1. Use the main method in each Test class and `Run with Profiler`. -2. The graph would show the stack and the relative time taken by each of the method call \ No newline at end of file +2. The graph would show the stack and the relative time taken by each of the method call diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java index cb8e07498..c5240a0c9 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java @@ -1,19 +1,20 @@ package software.aws.cryptography.performance.itemencryptor; public class TestConstants { - public static final String PARTITION_ATTRIBUTE = "partition_key"; - public static final String SORT_ATTRIBUTE = "sort_key"; - public static final String DATA_TO_ENCRYPT = "data_to_encrypt"; - public static final String DATA_TO_SIGN = "data_to_sign"; - public static final String DATA_TO_IGNORE = ":data_to_ignore"; - public static final String TEST_TABLE = "Test_Table"; - public static final String TEST_PK = "Test_pk"; - public static final String SORT_NUMBER = "10"; - public static final String UNAUTH_PREFIX = ":"; - public static final String KMS_KEY_ARN = "arn:aws:kms:us-west-2:370957321024:key/9d989aa2-2f9c-438c-a745-cc57d3ad0126"; - public static final String KEY_NAMESPACE = "Key_Namespace"; - public static final String KEY_NAME = "Key_Name"; - public static final String SIZE_RESULTS_FILE = "build/results/size.txt"; + public static final String PARTITION_ATTRIBUTE = "partition_key"; + public static final String SORT_ATTRIBUTE = "sort_key"; + public static final String DATA_TO_ENCRYPT = "data_to_encrypt"; + public static final String DATA_TO_SIGN = "data_to_sign"; + public static final String DATA_TO_IGNORE = ":data_to_ignore"; + public static final String TEST_TABLE = "Test_Table"; + public static final String TEST_PK = "Test_pk"; + public static final String SORT_NUMBER = "10"; + public static final String UNAUTH_PREFIX = ":"; + public static final String KMS_KEY_ARN = + "arn:aws:kms:us-west-2:370957321024:key/9d989aa2-2f9c-438c-a745-cc57d3ad0126"; + public static final String KEY_NAMESPACE = "Key_Namespace"; + public static final String KEY_NAME = "Key_Name"; + public static final String SIZE_RESULTS_FILE = "build/results/size.txt"; } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java index 63f588b7b..f3a1d205e 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java @@ -2,35 +2,45 @@ import com.fasterxml.jackson.annotation.JsonInclude; import com.fasterxml.jackson.databind.json.JsonMapper; -import software.amazon.awssdk.core.SdkBytes; -import software.amazon.awssdk.services.dynamodb.model.AttributeValue; - import java.io.File; import java.io.FileOutputStream; import java.util.HashMap; import java.util.Map; import java.util.Random; +import software.amazon.awssdk.core.SdkBytes; +import software.amazon.awssdk.services.dynamodb.model.AttributeValue; /** * A convenient class to generate some random binary data with flat attributes. The logic is not thoroughly tested * and is mainly for debugging purpose (and avoid handwriting data). */ public class GenerateDataFlat { - public static void main(final String[] args) throws Exception { - final File myFile = new File("flat_attributes.json"); - myFile.createNewFile(); - final Map jsonData = new HashMap<>(); - //First 2 attributes are pk and sk - for (Integer topLevelAttributeIndex = 2; topLevelAttributeIndex < 100; topLevelAttributeIndex++) { - byte[] randomData = new byte[2000]; - new Random().nextBytes(randomData); - jsonData.put("Attribute".concat(topLevelAttributeIndex.toString()), AttributeValue.builder().b(SdkBytes.fromByteArray(randomData))); - } - final FileOutputStream fileOutputStream = new FileOutputStream(myFile); - fileOutputStream.write(JsonMapper.builder() - .serializationInclusion(JsonInclude.Include.NON_NULL) - .build() - .writeValueAsBytes(jsonData)); - fileOutputStream.close(); + + public static void main(final String[] args) throws Exception { + final File myFile = new File("flat_attributes.json"); + myFile.createNewFile(); + final Map jsonData = new HashMap<>(); + //First 2 attributes are pk and sk + for ( + Integer topLevelAttributeIndex = 2; + topLevelAttributeIndex < 100; + topLevelAttributeIndex++ + ) { + byte[] randomData = new byte[2000]; + new Random().nextBytes(randomData); + jsonData.put( + "Attribute".concat(topLevelAttributeIndex.toString()), + AttributeValue.builder().b(SdkBytes.fromByteArray(randomData)) + ); } + final FileOutputStream fileOutputStream = new FileOutputStream(myFile); + fileOutputStream.write( + JsonMapper + .builder() + .serializationInclusion(JsonInclude.Include.NON_NULL) + .build() + .writeValueAsBytes(jsonData) + ); + fileOutputStream.close(); + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java index e004b2366..37064eb87 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java @@ -2,49 +2,71 @@ import com.fasterxml.jackson.annotation.JsonInclude; import com.fasterxml.jackson.databind.json.JsonMapper; -import software.amazon.awssdk.core.SdkBytes; -import software.amazon.awssdk.services.dynamodb.model.AttributeValue; - import java.io.File; import java.io.FileOutputStream; import java.util.HashMap; import java.util.Map; import java.util.Random; +import software.amazon.awssdk.core.SdkBytes; +import software.amazon.awssdk.services.dynamodb.model.AttributeValue; /** * A convenient class to generate some random binary data with flat attributes. The logic is not thoroughly tested * and is mainly for debugging purpose (and avoid handwriting data). */ public class GenerateDataNested { - public static void main(final String[] args) throws Exception { - final File myFile = new File("nested_attributes.json"); - myFile.createNewFile(); - final Map jsonData = new HashMap<>(); - //First 2 attributes are pk and sk - for (Integer topLevelAttributeIndex = 2; topLevelAttributeIndex < 100; topLevelAttributeIndex++) { - //Randomise level of nesting - final Integer nestedChildAttributeIndex = new Random().nextInt(31); - jsonData.put("Attribute".concat(topLevelAttributeIndex.toString()), - AttributeValue.builder().m(generateNestedChildren(nestedChildAttributeIndex))); - } - final FileOutputStream fileOutputStream = new FileOutputStream(myFile); - fileOutputStream.write(JsonMapper.builder() - .serializationInclusion(JsonInclude.Include.NON_NULL) - .build() - .writeValueAsBytes(jsonData)); - fileOutputStream.close(); + + public static void main(final String[] args) throws Exception { + final File myFile = new File("nested_attributes.json"); + myFile.createNewFile(); + final Map jsonData = new HashMap<>(); + //First 2 attributes are pk and sk + for ( + Integer topLevelAttributeIndex = 2; + topLevelAttributeIndex < 100; + topLevelAttributeIndex++ + ) { + //Randomise level of nesting + final Integer nestedChildAttributeIndex = new Random().nextInt(31); + jsonData.put( + "Attribute".concat(topLevelAttributeIndex.toString()), + AttributeValue + .builder() + .m(generateNestedChildren(nestedChildAttributeIndex)) + ); } - static Map generateNestedChildren(final Integer nestedChildAttributeIndex) { - if (nestedChildAttributeIndex == 0) { - byte[] randomData = new byte[1000]; - new Random().nextBytes(randomData); - Map leafNode = new HashMap<>(); - leafNode.put("Attribute".concat(nestedChildAttributeIndex.toString()), AttributeValue.fromB(SdkBytes.fromByteArray(randomData))); - return leafNode; - } - Map nested = generateNestedChildren(nestedChildAttributeIndex - 1); - Map parent = new HashMap<>(); - parent.put("Attribute".concat(nestedChildAttributeIndex.toString()), AttributeValue.fromM(nested)); - return parent; + final FileOutputStream fileOutputStream = new FileOutputStream(myFile); + fileOutputStream.write( + JsonMapper + .builder() + .serializationInclusion(JsonInclude.Include.NON_NULL) + .build() + .writeValueAsBytes(jsonData) + ); + fileOutputStream.close(); + } + + static Map generateNestedChildren( + final Integer nestedChildAttributeIndex + ) { + if (nestedChildAttributeIndex == 0) { + byte[] randomData = new byte[1000]; + new Random().nextBytes(randomData); + Map leafNode = new HashMap<>(); + leafNode.put( + "Attribute".concat(nestedChildAttributeIndex.toString()), + AttributeValue.fromB(SdkBytes.fromByteArray(randomData)) + ); + return leafNode; } + Map nested = generateNestedChildren( + nestedChildAttributeIndex - 1 + ); + Map parent = new HashMap<>(); + parent.put( + "Attribute".concat(nestedChildAttributeIndex.toString()), + AttributeValue.fromM(nested) + ); + return parent; + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AesKeyProviderTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AesKeyProviderTest.java index 50d202c5a..c359e1a93 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AesKeyProviderTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AesKeyProviderTest.java @@ -2,43 +2,44 @@ import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.EncryptionMaterialsProvider; import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.WrappedMaterialsProvider; - +import java.security.SecureRandom; import javax.crypto.SecretKey; import javax.crypto.spec.SecretKeySpec; -import java.security.SecureRandom; public class AesKeyProviderTest extends TestBase { - @Override - protected EncryptionMaterialsProvider createMasterKeyProvider() { - final SecureRandom secureRandom = new SecureRandom(); - byte[] rawAes = new byte[32]; - byte[] rawHmac = new byte[32]; - secureRandom.nextBytes(rawAes); - secureRandom.nextBytes(rawHmac); - final SecretKey wrappingKeys = new SecretKeySpec(rawAes, "AES"); - final SecretKey signingKeys = new SecretKeySpec(rawHmac, "HmacSHA256"); - final WrappedMaterialsProvider cmp = - new WrappedMaterialsProvider(wrappingKeys, wrappingKeys, signingKeys); - return cmp; - } - public AesKeyProviderTest() { - } - AesKeyProviderTest(String plainTextFileJson) { - this.plainTextFile = plainTextFileJson; - } + @Override + protected EncryptionMaterialsProvider createMasterKeyProvider() { + final SecureRandom secureRandom = new SecureRandom(); + byte[] rawAes = new byte[32]; + byte[] rawHmac = new byte[32]; + secureRandom.nextBytes(rawAes); + secureRandom.nextBytes(rawHmac); + final SecretKey wrappingKeys = new SecretKeySpec(rawAes, "AES"); + final SecretKey signingKeys = new SecretKeySpec(rawHmac, "HmacSHA256"); + final WrappedMaterialsProvider cmp = new WrappedMaterialsProvider( + wrappingKeys, + wrappingKeys, + signingKeys + ); + return cmp; + } - /** - * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails - * to profile JMH annotated runs. - * @param args - * @throws Exception - */ - public static void main(String[] args) throws Exception { - TestBase testBase = new AesKeyProviderTest("single_attribute.json"); - testBase.setup(); - testBase.decrypt(); + public AesKeyProviderTest() {} - } + AesKeyProviderTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new AesKeyProviderTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AwsKmsKeyProviderTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AwsKmsKeyProviderTest.java index 61f046076..5ab824e53 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AwsKmsKeyProviderTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AwsKmsKeyProviderTest.java @@ -1,38 +1,43 @@ package software.aws.cryptography.performance.itemencryptor.v2; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; + import com.amazonaws.regions.Regions; import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.DirectKmsMaterialProvider; import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.EncryptionMaterialsProvider; import com.amazonaws.services.kms.AWSKMS; import com.amazonaws.services.kms.AWSKMSClientBuilder; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; - public class AwsKmsKeyProviderTest extends TestBase { - @Override - protected EncryptionMaterialsProvider createMasterKeyProvider() { - AWSKMS kms = AWSKMSClientBuilder.standard().withRegion(Regions.DEFAULT_REGION).build(); - final DirectKmsMaterialProvider cmp = new DirectKmsMaterialProvider(kms, KMS_KEY_ARN); - return cmp; - } - public AwsKmsKeyProviderTest() { - } + @Override + protected EncryptionMaterialsProvider createMasterKeyProvider() { + AWSKMS kms = AWSKMSClientBuilder + .standard() + .withRegion(Regions.DEFAULT_REGION) + .build(); + final DirectKmsMaterialProvider cmp = new DirectKmsMaterialProvider( + kms, + KMS_KEY_ARN + ); + return cmp; + } - AwsKmsKeyProviderTest(String plainTextFileJson) { - this.plainTextFile = plainTextFileJson; - } + public AwsKmsKeyProviderTest() {} - /** - * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails - * to profile JMH annotated runs. - * @param args - * @throws Exception - */ - public static void main(String[] args) throws Exception { - TestBase testBase = new AwsKmsKeyProviderTest("single_attribute.json"); - testBase.setup(); - testBase.decrypt(); + AwsKmsKeyProviderTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } - } + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new AwsKmsKeyProviderTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/MostRecentKeyProviderTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/MostRecentKeyProviderTest.java index 09b1061f9..c75903f17 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/MostRecentKeyProviderTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/MostRecentKeyProviderTest.java @@ -1,5 +1,7 @@ package software.aws.cryptography.performance.itemencryptor.v2; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; + import com.amazonaws.regions.Regions; import com.amazonaws.services.dynamodbv2.AmazonDynamoDB; import com.amazonaws.services.dynamodbv2.AmazonDynamoDBClientBuilder; @@ -11,41 +13,58 @@ import com.amazonaws.services.kms.AWSKMS; import com.amazonaws.services.kms.AWSKMSClientBuilder; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; - public class MostRecentKeyProviderTest extends TestBase { - public static final String TABLE_MOSTRECENT_EXAMPLE_KEYS = "v2MostRecentKeyProviderPerfTestKeys"; - @Override - protected EncryptionMaterialsProvider createMasterKeyProvider() { - final AWSKMS kms = AWSKMSClientBuilder.standard().withRegion(Regions.DEFAULT_REGION).build(); - AmazonDynamoDB ddb = AmazonDynamoDBClientBuilder.standard().withRegion(Regions.DEFAULT_REGION).build(); - - final DirectKmsMaterialProvider kmsProv = new DirectKmsMaterialProvider(kms, KMS_KEY_ARN); - final DynamoDBEncryptor keyEncryptor = DynamoDBEncryptor.getInstance(kmsProv); - final MetaStore metaStore = new MetaStore(ddb, TABLE_MOSTRECENT_EXAMPLE_KEYS, keyEncryptor); - - final CachingMostRecentProvider cmp = - new CachingMostRecentProvider(metaStore, "testMaterial", 60_000); - return cmp; - } - - public MostRecentKeyProviderTest() { - } - - MostRecentKeyProviderTest(String plainTextFileJson) { - this.plainTextFile = plainTextFileJson; - } - - /** - * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails - * to profile JMH annotated runs. - * @param args - * @throws Exception - */ - public static void main(String[] args) throws Exception { - TestBase testBase = new MostRecentKeyProviderTest("single_attribute.json"); - testBase.setup(); - testBase.decrypt(); - - } + + public static final String TABLE_MOSTRECENT_EXAMPLE_KEYS = + "v2MostRecentKeyProviderPerfTestKeys"; + + @Override + protected EncryptionMaterialsProvider createMasterKeyProvider() { + final AWSKMS kms = AWSKMSClientBuilder + .standard() + .withRegion(Regions.DEFAULT_REGION) + .build(); + AmazonDynamoDB ddb = AmazonDynamoDBClientBuilder + .standard() + .withRegion(Regions.DEFAULT_REGION) + .build(); + + final DirectKmsMaterialProvider kmsProv = new DirectKmsMaterialProvider( + kms, + KMS_KEY_ARN + ); + final DynamoDBEncryptor keyEncryptor = DynamoDBEncryptor.getInstance( + kmsProv + ); + final MetaStore metaStore = new MetaStore( + ddb, + TABLE_MOSTRECENT_EXAMPLE_KEYS, + keyEncryptor + ); + + final CachingMostRecentProvider cmp = new CachingMostRecentProvider( + metaStore, + "testMaterial", + 60_000 + ); + return cmp; + } + + public MostRecentKeyProviderTest() {} + + MostRecentKeyProviderTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new MostRecentKeyProviderTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java index 6b4aa9e4e..0bf7f5a37 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java @@ -1,5 +1,13 @@ package software.aws.cryptography.performance.itemencryptor.v2; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SIZE_RESULTS_FILE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_TABLE; + import com.amazonaws.services.dynamodbv2.datamodeling.encryption.DynamoDBEncryptor; import com.amazonaws.services.dynamodbv2.datamodeling.encryption.EncryptionContext; import com.amazonaws.services.dynamodbv2.datamodeling.encryption.EncryptionFlags; @@ -13,6 +21,13 @@ import com.univocity.parsers.fixed.FixedWidthFields; import com.univocity.parsers.fixed.FixedWidthWriter; import com.univocity.parsers.fixed.FixedWidthWriterSettings; +import java.io.File; +import java.io.FileOutputStream; +import java.util.EnumSet; +import java.util.HashMap; +import java.util.Map; +import java.util.Set; +import java.util.concurrent.TimeUnit; import org.openjdk.jmh.annotations.Benchmark; import org.openjdk.jmh.annotations.BenchmarkMode; import org.openjdk.jmh.annotations.Fork; @@ -29,22 +44,6 @@ import org.openjdk.jmh.runner.options.Options; import org.openjdk.jmh.runner.options.OptionsBuilder; -import java.io.File; -import java.io.FileOutputStream; -import java.util.EnumSet; -import java.util.HashMap; -import java.util.Map; -import java.util.Set; -import java.util.concurrent.TimeUnit; - -import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.SIZE_RESULTS_FILE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_TABLE; - @State(Scope.Thread) @BenchmarkMode(Mode.AverageTime) @OutputTimeUnit(TimeUnit.MILLISECONDS) @@ -52,105 +51,143 @@ @Warmup(iterations = 2, time = 2) @Measurement(iterations = 3, time = 3) public abstract class TestBase { - @Param({"single_attribute.json", "nested_attributes.json", "flat_attributes.json"}) - protected String plainTextFile; - protected Map plainTextAttribute = new HashMap<>(); - protected Map itemBeforeEncrypt; - protected Map encryptedAttributes; - protected ObjectMapper mapper = JsonMapper.builder() - .serializationInclusion(JsonInclude.Include.NON_NULL) - .build(); - - DynamoDBEncryptor encryptor; - protected abstract EncryptionMaterialsProvider createMasterKeyProvider(); - - @Setup - public void setup() throws Exception { - encryptor = DynamoDBEncryptor.getInstance(createMasterKeyProvider()); - plainTextAttribute = new ObjectMapper().readValue(getClass().getClassLoader().getResourceAsStream(plainTextFile), new TypeReference>() {}); - encryptedAttributes = encrypt(); - - } - - protected Map> getAttributeActions(Map record) { - final EnumSet signOnly = EnumSet.of(EncryptionFlags.SIGN); - final EnumSet encryptAndSign = - EnumSet.of(EncryptionFlags.ENCRYPT, EncryptionFlags.SIGN); - final Map> actions = new HashMap<>(); - actions.put(PARTITION_ATTRIBUTE, signOnly); - actions.put(SORT_ATTRIBUTE, signOnly); - actions.put(DATA_TO_ENCRYPT, encryptAndSign); - for (Map.Entry entry:record.entrySet() - ) { - if (entry.getKey().contains("Attribute")) { - actions.put(entry.getKey(), encryptAndSign); - } - } - return actions; - } - - @Benchmark - public Map encrypt() throws Exception { - final Map record = new HashMap<>(); - record.put(PARTITION_ATTRIBUTE, new AttributeValue().withS(TEST_PK)); - record.put(SORT_ATTRIBUTE, new AttributeValue().withN(SORT_NUMBER)); - record.putAll(plainTextAttribute); - - final EncryptionContext encryptionContext = - new EncryptionContext.Builder() - .withTableName(TEST_TABLE) - .withHashKeyName(PARTITION_ATTRIBUTE) - .withRangeKeyName(SORT_ATTRIBUTE) - .build(); - - itemBeforeEncrypt = record; - - final Map encrypted_record = - encryptor.encryptRecord(record, getAttributeActions(record), encryptionContext); - return encrypted_record; + @Param( + { + "single_attribute.json", "nested_attributes.json", "flat_attributes.json", } - - @Benchmark - public Map decrypt() throws Exception { - final EncryptionContext encryptionContext = - new EncryptionContext.Builder() - .withTableName(TEST_TABLE) - .withHashKeyName(PARTITION_ATTRIBUTE) - .withRangeKeyName(SORT_ATTRIBUTE) - .build(); - final Map decrypted_record = - encryptor.decryptRecord(encryptedAttributes, getAttributeActions(plainTextAttribute), encryptionContext); - return decrypted_record; + ) + protected String plainTextFile; + + protected Map plainTextAttribute = new HashMap<>(); + protected Map itemBeforeEncrypt; + protected Map encryptedAttributes; + protected ObjectMapper mapper = JsonMapper + .builder() + .serializationInclusion(JsonInclude.Include.NON_NULL) + .build(); + + DynamoDBEncryptor encryptor; + + protected abstract EncryptionMaterialsProvider createMasterKeyProvider(); + + @Setup + public void setup() throws Exception { + encryptor = DynamoDBEncryptor.getInstance(createMasterKeyProvider()); + plainTextAttribute = + new ObjectMapper() + .readValue( + getClass().getClassLoader().getResourceAsStream(plainTextFile), + new TypeReference>() {} + ); + encryptedAttributes = encrypt(); + } + + protected Map> getAttributeActions( + Map record + ) { + final EnumSet signOnly = EnumSet.of(EncryptionFlags.SIGN); + final EnumSet encryptAndSign = EnumSet.of( + EncryptionFlags.ENCRYPT, + EncryptionFlags.SIGN + ); + final Map> actions = new HashMap<>(); + actions.put(PARTITION_ATTRIBUTE, signOnly); + actions.put(SORT_ATTRIBUTE, signOnly); + actions.put(DATA_TO_ENCRYPT, encryptAndSign); + for (Map.Entry entry : record.entrySet()) { + if (entry.getKey().contains("Attribute")) { + actions.put(entry.getKey(), encryptAndSign); + } } - - @TearDown - public void writeSizeToFile() throws Exception { - final File sizeResults = new File(SIZE_RESULTS_FILE); - sizeResults.getParentFile().mkdirs(); - sizeResults.createNewFile(); - final FileOutputStream fileOutputStream = new FileOutputStream(sizeResults, true); - - FixedWidthFields fields = new FixedWidthFields(); - fields.addField("MethodName", 50, FieldAlignment.LEFT); - fields.addField("OriginalSize", 20, FieldAlignment.LEFT); - fields.addField("EncryptedSize", 20); - fields.addField("Diff", 20); - - final ObjectMapper mapper = new ObjectMapper(); - final String operationName = StackWalker.getInstance(StackWalker.Option.RETAIN_CLASS_REFERENCE).getCallerClass().getSimpleName(); - int lengthBeforeEncrypt = mapper.writeValueAsString(itemBeforeEncrypt).length(); - int lengthAfterEncrypt = mapper.writeValueAsString(encryptedAttributes).length(); - int diff = lengthAfterEncrypt - lengthBeforeEncrypt; - - FixedWidthWriter fixedWidthWriter = new FixedWidthWriter(fileOutputStream, new FixedWidthWriterSettings(fields)); - fixedWidthWriter.writeRow(operationName, lengthBeforeEncrypt, lengthAfterEncrypt, diff); - fixedWidthWriter.close(); - fileOutputStream.close(); - } - - public static void main(String[] args) throws Exception { - Options options = new OptionsBuilder() - .build(); - new Runner(options).run(); } + return actions; + } + + @Benchmark + public Map encrypt() throws Exception { + final Map record = new HashMap<>(); + record.put(PARTITION_ATTRIBUTE, new AttributeValue().withS(TEST_PK)); + record.put(SORT_ATTRIBUTE, new AttributeValue().withN(SORT_NUMBER)); + record.putAll(plainTextAttribute); + + final EncryptionContext encryptionContext = new EncryptionContext.Builder() + .withTableName(TEST_TABLE) + .withHashKeyName(PARTITION_ATTRIBUTE) + .withRangeKeyName(SORT_ATTRIBUTE) + .build(); + + itemBeforeEncrypt = record; + + final Map encrypted_record = + encryptor.encryptRecord( + record, + getAttributeActions(record), + encryptionContext + ); + return encrypted_record; + } + + @Benchmark + public Map decrypt() throws Exception { + final EncryptionContext encryptionContext = new EncryptionContext.Builder() + .withTableName(TEST_TABLE) + .withHashKeyName(PARTITION_ATTRIBUTE) + .withRangeKeyName(SORT_ATTRIBUTE) + .build(); + final Map decrypted_record = + encryptor.decryptRecord( + encryptedAttributes, + getAttributeActions(plainTextAttribute), + encryptionContext + ); + return decrypted_record; + } + + @TearDown + public void writeSizeToFile() throws Exception { + final File sizeResults = new File(SIZE_RESULTS_FILE); + sizeResults.getParentFile().mkdirs(); + sizeResults.createNewFile(); + final FileOutputStream fileOutputStream = new FileOutputStream( + sizeResults, + true + ); + + FixedWidthFields fields = new FixedWidthFields(); + fields.addField("MethodName", 50, FieldAlignment.LEFT); + fields.addField("OriginalSize", 20, FieldAlignment.LEFT); + fields.addField("EncryptedSize", 20); + fields.addField("Diff", 20); + + final ObjectMapper mapper = new ObjectMapper(); + final String operationName = StackWalker + .getInstance(StackWalker.Option.RETAIN_CLASS_REFERENCE) + .getCallerClass() + .getSimpleName(); + int lengthBeforeEncrypt = mapper + .writeValueAsString(itemBeforeEncrypt) + .length(); + int lengthAfterEncrypt = mapper + .writeValueAsString(encryptedAttributes) + .length(); + int diff = lengthAfterEncrypt - lengthBeforeEncrypt; + + FixedWidthWriter fixedWidthWriter = new FixedWidthWriter( + fileOutputStream, + new FixedWidthWriterSettings(fields) + ); + fixedWidthWriter.writeRow( + operationName, + lengthBeforeEncrypt, + lengthAfterEncrypt, + diff + ); + fixedWidthWriter.close(); + fileOutputStream.close(); + } + + public static void main(String[] args) throws Exception { + Options options = new OptionsBuilder().build(); + new Runner(options).run(); + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java index 955a26ed5..69a769f70 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java @@ -1,44 +1,45 @@ package software.aws.cryptography.performance.itemencryptor.v3; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; + import software.amazon.awssdk.services.kms.KmsClient; import software.amazon.cryptography.materialproviders.IKeyring; import software.amazon.cryptography.materialproviders.MaterialProviders; import software.amazon.cryptography.materialproviders.model.CreateAwsKmsKeyringInput; import software.amazon.cryptography.materialproviders.model.MaterialProvidersConfig; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; - public class AwsKmsKeyringTest extends TestBase { - - @Override - protected IKeyring createKeyring() { - final MaterialProviders matProv = MaterialProviders.builder() - .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) - .build(); - return matProv.CreateAwsKmsKeyring(CreateAwsKmsKeyringInput.builder() - .kmsKeyId(KMS_KEY_ARN) - .kmsClient(KmsClient.create()) - .build()); - } - - public AwsKmsKeyringTest() { - } - - AwsKmsKeyringTest(String plainTextFileJson) { - this.plainTextFile = plainTextFileJson; - } - - /** - * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails - * to profile JMH annotated runs. - * @param args - * @throws Exception - */ - public static void main(String[] args) throws Exception { - TestBase testBase = new AwsKmsKeyringTest("single_attribute.json"); - testBase.setup(); - testBase.decrypt(); - - } + @Override + protected IKeyring createKeyring() { + final MaterialProviders matProv = MaterialProviders + .builder() + .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) + .build(); + return matProv.CreateAwsKmsKeyring( + CreateAwsKmsKeyringInput + .builder() + .kmsKeyId(KMS_KEY_ARN) + .kmsClient(KmsClient.create()) + .build() + ); + } + + public AwsKmsKeyringTest() {} + + AwsKmsKeyringTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new AwsKmsKeyringTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HierarchyKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HierarchyKeyringTest.java index 0bf3e7134..21bb63520 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HierarchyKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HierarchyKeyringTest.java @@ -1,6 +1,15 @@ package software.aws.cryptography.performance.itemencryptor.v3; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; + import com.fasterxml.jackson.databind.JsonNode; +import java.util.HashMap; +import java.util.Map; import software.amazon.awssdk.core.client.config.ClientOverrideConfiguration; import software.amazon.awssdk.services.dynamodb.DynamoDbClient; import software.amazon.awssdk.services.dynamodb.model.AttributeValue; @@ -26,153 +35,196 @@ import software.amazon.cryptography.materialproviders.model.CreateAwsKmsHierarchicalKeyringInput; import software.amazon.cryptography.materialproviders.model.MaterialProvidersConfig; -import java.util.HashMap; -import java.util.Map; - -import static software.aws.cryptography.performance.itemencryptor.TestConstants.KMS_KEY_ARN; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; - public class HierarchyKeyringTest extends TestBase { - private static final String TEST_KEYSTORE_NAME = "KeyStoreTestTable"; - private static final String TEST_DDB_TABLE_NAME = "DynamoDbEncryptionInterceptorTestTable"; - - private DynamoDbEncryption ddbEnc; - private DynamoDbClient ddb; - - public HierarchyKeyringTest() { - } - - HierarchyKeyringTest(final String plainTextFile) { - this.plainTextFile = plainTextFile; - } - @Override - protected IKeyring createKeyring() { - final KmsClient kmsClient = KmsClient.create(); - final DynamoDbClient dynamoDbClient = DynamoDbClient.create(); - - final KeyStoreConfig keyStoreConfig = KeyStoreConfig.builder() - .ddbTableName(TEST_KEYSTORE_NAME) - .logicalKeyStoreName(TEST_KEYSTORE_NAME) - .kmsConfiguration(KMSConfiguration.builder() - .kmsKeyArn(KMS_KEY_ARN) - .build()) - .kmsClient(kmsClient) - .ddbClient(dynamoDbClient) - .build(); - final KeyStore keystore = KeyStore.builder().KeyStoreConfig( - keyStoreConfig).build(); - - keystore.CreateKeyStore(CreateKeyStoreInput.builder().build()); - - final String tenant1BranchKey = keystore.CreateKey().branchKeyIdentifier(); - final String tenant2BranchKey = keystore.CreateKey().branchKeyIdentifier(); - - ddbEnc = DynamoDbEncryption.builder() - .DynamoDbEncryptionConfig(DynamoDbEncryptionConfig.builder().build()).build(); - - final IBranchKeyIdSupplier branchKeyIdSupplier = ddbEnc.CreateDynamoDbEncryptionBranchKeyIdSupplier( - CreateDynamoDbEncryptionBranchKeyIdSupplierInput.builder() - .ddbKeyBranchKeyIdSupplier((getBranchKeyIdFromDdbKeyInput) -> { - String tenantKeyId = getBranchKeyIdFromDdbKeyInput.ddbKey().get(PARTITION_ATTRIBUTE).s(); - if (tenantKeyId.equals(TEST_PK)) { - return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant1BranchKey).build(); - } - return GetBranchKeyIdFromDdbKeyOutput.builder().branchKeyId(tenant2BranchKey).build(); - }) - .build()) - .branchKeyIdSupplier(); - - - CreateAwsKmsHierarchicalKeyringInput keyringInput = CreateAwsKmsHierarchicalKeyringInput.builder() - .maxCacheSize(10) - .keyStore(keystore) - .branchKeyIdSupplier(branchKeyIdSupplier).ttlSeconds(60) - .maxCacheSize(100) - .build(); - MaterialProviders matProv = MaterialProviders.builder().MaterialProvidersConfig(MaterialProvidersConfig.builder().build()).build(); - return matProv.CreateAwsKmsHierarchicalKeyring(keyringInput); - } - - @Override - public void setup() throws Exception { - final JsonNode plainTextJson = mapper.readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); - plainTextJson.properties().forEach((entry) -> plainTextAttribute.put(entry.getKey(), mapper.convertValue(entry.getValue(), AttributeValue.serializableBuilderClass()))); - - final Map tableConfigs = new HashMap<>(); - final DynamoDbTableEncryptionConfig config = DynamoDbTableEncryptionConfig.builder() - .logicalTableName(TEST_DDB_TABLE_NAME) - .partitionKeyName(PARTITION_ATTRIBUTE) - .sortKeyName(SORT_ATTRIBUTE) - .attributeActionsOnEncrypt(getAttributeActions(plainTextAttribute)) - .keyring(createKeyring()) - .allowedUnsignedAttributePrefix(UNAUTH_PREFIX) - .build(); - tableConfigs.put(TEST_DDB_TABLE_NAME, config); - - DynamoDbEncryptionInterceptor encryptionInterceptor = DynamoDbEncryptionInterceptor.builder() - .config(DynamoDbTablesEncryptionConfig.builder() - .tableEncryptionConfigs(tableConfigs) - .build()) - .build(); - - ClientOverrideConfiguration clientOverrideConfiguration = ClientOverrideConfiguration.builder() - .addExecutionInterceptor(encryptionInterceptor) - .build(); - ddb = DynamoDbClient.builder() - .overrideConfiguration(clientOverrideConfiguration) - .build(); - encryptedAttributes = encrypt(); - - } - - @Override - public Map encrypt() { - final HashMap item = new HashMap<>(); - item.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); - item.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); - plainTextAttribute.forEach((key, value) -> item.put(key, value.build())); - itemBeforeEncrypt = item; - final PutItemRequest putRequest = PutItemRequest.builder() - .tableName(TEST_DDB_TABLE_NAME) - .item(item) - .returnValues(ReturnValue.ALL_OLD) - .build(); - - encryptedAttributes = ddb.putItem(putRequest).attributes(); - return encryptedAttributes; - } - - - @Override - public Map decrypt() { - final HashMap keyToGet = new HashMap<>(); - keyToGet.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); - keyToGet.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); - - final GetItemRequest getRequest = GetItemRequest.builder() - .key(keyToGet) - .tableName(TEST_DDB_TABLE_NAME) - .build(); - - final GetItemResponse getResponse = ddb.getItem(getRequest); - return getResponse.item(); - } - - /** - * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails - * to profile JMH annotated runs. - * - * @param args - * @throws Exception - */ - public static void main(String[] args) throws Exception { - TestBase testBase = new HierarchyKeyringTest("single_attribute.json"); - testBase.setup(); - testBase.decrypt(); - - } + + private static final String TEST_KEYSTORE_NAME = "KeyStoreTestTable"; + private static final String TEST_DDB_TABLE_NAME = + "DynamoDbEncryptionInterceptorTestTable"; + + private DynamoDbEncryption ddbEnc; + private DynamoDbClient ddb; + + public HierarchyKeyringTest() {} + + HierarchyKeyringTest(final String plainTextFile) { + this.plainTextFile = plainTextFile; + } + + @Override + protected IKeyring createKeyring() { + final KmsClient kmsClient = KmsClient.create(); + final DynamoDbClient dynamoDbClient = DynamoDbClient.create(); + + final KeyStoreConfig keyStoreConfig = KeyStoreConfig + .builder() + .ddbTableName(TEST_KEYSTORE_NAME) + .logicalKeyStoreName(TEST_KEYSTORE_NAME) + .kmsConfiguration( + KMSConfiguration.builder().kmsKeyArn(KMS_KEY_ARN).build() + ) + .kmsClient(kmsClient) + .ddbClient(dynamoDbClient) + .build(); + final KeyStore keystore = KeyStore + .builder() + .KeyStoreConfig(keyStoreConfig) + .build(); + + keystore.CreateKeyStore(CreateKeyStoreInput.builder().build()); + + final String tenant1BranchKey = keystore.CreateKey().branchKeyIdentifier(); + final String tenant2BranchKey = keystore.CreateKey().branchKeyIdentifier(); + + ddbEnc = + DynamoDbEncryption + .builder() + .DynamoDbEncryptionConfig(DynamoDbEncryptionConfig.builder().build()) + .build(); + + final IBranchKeyIdSupplier branchKeyIdSupplier = ddbEnc + .CreateDynamoDbEncryptionBranchKeyIdSupplier( + CreateDynamoDbEncryptionBranchKeyIdSupplierInput + .builder() + .ddbKeyBranchKeyIdSupplier(getBranchKeyIdFromDdbKeyInput -> { + String tenantKeyId = getBranchKeyIdFromDdbKeyInput + .ddbKey() + .get(PARTITION_ATTRIBUTE) + .s(); + if (tenantKeyId.equals(TEST_PK)) { + return GetBranchKeyIdFromDdbKeyOutput + .builder() + .branchKeyId(tenant1BranchKey) + .build(); + } + return GetBranchKeyIdFromDdbKeyOutput + .builder() + .branchKeyId(tenant2BranchKey) + .build(); + }) + .build() + ) + .branchKeyIdSupplier(); + + CreateAwsKmsHierarchicalKeyringInput keyringInput = + CreateAwsKmsHierarchicalKeyringInput + .builder() + .maxCacheSize(10) + .keyStore(keystore) + .branchKeyIdSupplier(branchKeyIdSupplier) + .ttlSeconds(60) + .maxCacheSize(100) + .build(); + MaterialProviders matProv = MaterialProviders + .builder() + .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) + .build(); + return matProv.CreateAwsKmsHierarchicalKeyring(keyringInput); + } + + @Override + public void setup() throws Exception { + final JsonNode plainTextJson = mapper.readTree( + getClass().getClassLoader().getResourceAsStream(plainTextFile) + ); + plainTextJson + .properties() + .forEach(entry -> + plainTextAttribute.put( + entry.getKey(), + mapper.convertValue( + entry.getValue(), + AttributeValue.serializableBuilderClass() + ) + ) + ); + + final Map tableConfigs = + new HashMap<>(); + final DynamoDbTableEncryptionConfig config = DynamoDbTableEncryptionConfig + .builder() + .logicalTableName(TEST_DDB_TABLE_NAME) + .partitionKeyName(PARTITION_ATTRIBUTE) + .sortKeyName(SORT_ATTRIBUTE) + .attributeActionsOnEncrypt(getAttributeActions(plainTextAttribute)) + .keyring(createKeyring()) + .allowedUnsignedAttributePrefix(UNAUTH_PREFIX) + .build(); + tableConfigs.put(TEST_DDB_TABLE_NAME, config); + + DynamoDbEncryptionInterceptor encryptionInterceptor = + DynamoDbEncryptionInterceptor + .builder() + .config( + DynamoDbTablesEncryptionConfig + .builder() + .tableEncryptionConfigs(tableConfigs) + .build() + ) + .build(); + + ClientOverrideConfiguration clientOverrideConfiguration = + ClientOverrideConfiguration + .builder() + .addExecutionInterceptor(encryptionInterceptor) + .build(); + ddb = + DynamoDbClient + .builder() + .overrideConfiguration(clientOverrideConfiguration) + .build(); + encryptedAttributes = encrypt(); + } + + @Override + public Map encrypt() { + final HashMap item = new HashMap<>(); + item.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); + item.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); + plainTextAttribute.forEach((key, value) -> item.put(key, value.build())); + itemBeforeEncrypt = item; + final PutItemRequest putRequest = PutItemRequest + .builder() + .tableName(TEST_DDB_TABLE_NAME) + .item(item) + .returnValues(ReturnValue.ALL_OLD) + .build(); + + encryptedAttributes = ddb.putItem(putRequest).attributes(); + return encryptedAttributes; + } + + @Override + public Map decrypt() { + final HashMap keyToGet = new HashMap<>(); + keyToGet.put( + PARTITION_ATTRIBUTE, + AttributeValue.builder().s(TEST_PK).build() + ); + keyToGet.put( + SORT_ATTRIBUTE, + AttributeValue.builder().n(SORT_NUMBER).build() + ); + + final GetItemRequest getRequest = GetItemRequest + .builder() + .key(keyToGet) + .tableName(TEST_DDB_TABLE_NAME) + .build(); + + final GetItemResponse getResponse = ddb.getItem(getRequest); + return getResponse.item(); + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new HierarchyKeyringTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java index eba6245f8..b8eeff268 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java @@ -1,8 +1,22 @@ package software.aws.cryptography.performance.itemencryptor.v3; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAME; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAMESPACE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_TABLE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; + import com.amazonaws.services.dynamodbv2.datamodeling.encryption.DynamoDBEncryptor; import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.WrappedMaterialsProvider; import com.fasterxml.jackson.databind.JsonNode; +import java.nio.ByteBuffer; +import java.security.SecureRandom; +import java.util.HashMap; +import java.util.Map; +import javax.crypto.SecretKey; +import javax.crypto.spec.SecretKeySpec; import software.amazon.awssdk.services.dynamodb.model.AttributeValue; import software.amazon.cryptography.dbencryptionsdk.dynamodb.itemencryptor.DynamoDbItemEncryptor; import software.amazon.cryptography.dbencryptionsdk.dynamodb.itemencryptor.model.DynamoDbItemEncryptorConfig; @@ -16,105 +30,114 @@ import software.amazon.cryptography.materialproviders.model.DBEAlgorithmSuiteId; import software.amazon.cryptography.materialproviders.model.MaterialProvidersConfig; -import javax.crypto.SecretKey; -import javax.crypto.spec.SecretKeySpec; -import java.nio.ByteBuffer; -import java.security.SecureRandom; -import java.util.HashMap; -import java.util.Map; - -import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAME; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAMESPACE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_TABLE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; - public class LegacyConfigTest extends TestBase { - @Override - protected IKeyring createKeyring() { - final MaterialProviders matProv = MaterialProviders.builder() - .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) - .build(); - final CreateRawAesKeyringInput keyringInput = CreateRawAesKeyringInput.builder() - .keyNamespace(KEY_NAMESPACE) - .keyName(KEY_NAME) - .wrappingKey(ByteBuffer.wrap(new byte[32])) - .wrappingAlg(AesWrappingAlg.ALG_AES256_GCM_IV12_TAG16) - .build(); - return matProv.CreateRawAesKeyring(keyringInput); - } - @Override - public void setup() throws Exception { - final JsonNode plainTextJson = mapper.readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); - plainTextJson.properties().forEach((entry) -> plainTextAttribute.put(entry.getKey(), mapper.convertValue(entry.getValue(), AttributeValue.serializableBuilderClass()))); + @Override + protected IKeyring createKeyring() { + final MaterialProviders matProv = MaterialProviders + .builder() + .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) + .build(); + final CreateRawAesKeyringInput keyringInput = CreateRawAesKeyringInput + .builder() + .keyNamespace(KEY_NAMESPACE) + .keyName(KEY_NAME) + .wrappingKey(ByteBuffer.wrap(new byte[32])) + .wrappingAlg(AesWrappingAlg.ALG_AES256_GCM_IV12_TAG16) + .build(); + return matProv.CreateRawAesKeyring(keyringInput); + } - final Map legacyActions = new HashMap<>(); - legacyActions.put(PARTITION_ATTRIBUTE, CryptoAction.SIGN_ONLY); - legacyActions.put(SORT_ATTRIBUTE, CryptoAction.SIGN_ONLY); - legacyActions.put(DATA_TO_ENCRYPT, CryptoAction.ENCRYPT_AND_SIGN); - for (Map.Entry entry:plainTextAttribute.entrySet() - ) { - if (entry.getKey().contains("Attribute")) { - legacyActions.put(entry.getKey(), CryptoAction.ENCRYPT_AND_SIGN); - } - } + @Override + public void setup() throws Exception { + final JsonNode plainTextJson = mapper.readTree( + getClass().getClassLoader().getResourceAsStream(plainTextFile) + ); + plainTextJson + .properties() + .forEach(entry -> + plainTextAttribute.put( + entry.getKey(), + mapper.convertValue( + entry.getValue(), + AttributeValue.serializableBuilderClass() + ) + ) + ); - final LegacyOverride legacyConfig = LegacyOverride - .builder() - .encryptor(DynamoDBEncryptor.getInstance(createLegacyMaterialProvider())) - .policy(LegacyPolicy.FORBID_LEGACY_ENCRYPT_ALLOW_LEGACY_DECRYPT) - .attributeActionsOnEncrypt(legacyActions) - .build(); + final Map legacyActions = new HashMap<>(); + legacyActions.put(PARTITION_ATTRIBUTE, CryptoAction.SIGN_ONLY); + legacyActions.put(SORT_ATTRIBUTE, CryptoAction.SIGN_ONLY); + legacyActions.put(DATA_TO_ENCRYPT, CryptoAction.ENCRYPT_AND_SIGN); + for (Map.Entry< + String, + AttributeValue.Builder + > entry : plainTextAttribute.entrySet()) { + if (entry.getKey().contains("Attribute")) { + legacyActions.put(entry.getKey(), CryptoAction.ENCRYPT_AND_SIGN); + } + } - final DynamoDbItemEncryptorConfig config = DynamoDbItemEncryptorConfig.builder().logicalTableName(TEST_TABLE) - .partitionKeyName(PARTITION_ATTRIBUTE) - .sortKeyName(SORT_ATTRIBUTE) - .attributeActionsOnEncrypt(getAttributeActions(plainTextAttribute)) - .keyring(createKeyring()) - .legacyOverride(legacyConfig) - .allowedUnsignedAttributePrefix(UNAUTH_PREFIX) - .algorithmSuiteId(DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384) - .build(); - dynamoDbItemEncryptor = DynamoDbItemEncryptor.builder().DynamoDbItemEncryptorConfig(config) - .build(); + final LegacyOverride legacyConfig = LegacyOverride + .builder() + .encryptor(DynamoDBEncryptor.getInstance(createLegacyMaterialProvider())) + .policy(LegacyPolicy.FORBID_LEGACY_ENCRYPT_ALLOW_LEGACY_DECRYPT) + .attributeActionsOnEncrypt(legacyActions) + .build(); - encryptedAttributes = encrypt(); + final DynamoDbItemEncryptorConfig config = DynamoDbItemEncryptorConfig + .builder() + .logicalTableName(TEST_TABLE) + .partitionKeyName(PARTITION_ATTRIBUTE) + .sortKeyName(SORT_ATTRIBUTE) + .attributeActionsOnEncrypt(getAttributeActions(plainTextAttribute)) + .keyring(createKeyring()) + .legacyOverride(legacyConfig) + .allowedUnsignedAttributePrefix(UNAUTH_PREFIX) + .algorithmSuiteId( + DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384 + ) + .build(); + dynamoDbItemEncryptor = + DynamoDbItemEncryptor + .builder() + .DynamoDbItemEncryptorConfig(config) + .build(); - } + encryptedAttributes = encrypt(); + } - private WrappedMaterialsProvider createLegacyMaterialProvider() { - final SecureRandom secureRandom = new SecureRandom(); - byte[] rawAes = new byte[32]; - byte[] rawHmac = new byte[32]; - secureRandom.nextBytes(rawAes); - secureRandom.nextBytes(rawHmac); - final SecretKey wrappingKeys = new SecretKeySpec(rawAes, "AES"); - final SecretKey signingKeys = new SecretKeySpec(rawHmac, "HmacSHA256"); - final WrappedMaterialsProvider cmp = - new WrappedMaterialsProvider(wrappingKeys, wrappingKeys, signingKeys); - return cmp; - } + private WrappedMaterialsProvider createLegacyMaterialProvider() { + final SecureRandom secureRandom = new SecureRandom(); + byte[] rawAes = new byte[32]; + byte[] rawHmac = new byte[32]; + secureRandom.nextBytes(rawAes); + secureRandom.nextBytes(rawHmac); + final SecretKey wrappingKeys = new SecretKeySpec(rawAes, "AES"); + final SecretKey signingKeys = new SecretKeySpec(rawHmac, "HmacSHA256"); + final WrappedMaterialsProvider cmp = new WrappedMaterialsProvider( + wrappingKeys, + wrappingKeys, + signingKeys + ); + return cmp; + } - public LegacyConfigTest() { - } - - LegacyConfigTest(String plainTextFileJson) { - this.plainTextFile = plainTextFileJson; - } + public LegacyConfigTest() {} - /** - * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails - * to profile JMH annotated runs. - * @param args - * @throws Exception - */ - public static void main(String[] args) throws Exception { - TestBase testBase = new LegacyConfigTest("single_attribute.json"); - testBase.setup(); - testBase.decrypt(); + LegacyConfigTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } - } + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new LegacyConfigTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java index 52a251e93..e0a45ca36 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java @@ -1,49 +1,48 @@ package software.aws.cryptography.performance.itemencryptor.v3; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAME; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAMESPACE; + +import java.nio.ByteBuffer; import software.amazon.cryptography.materialproviders.IKeyring; import software.amazon.cryptography.materialproviders.MaterialProviders; import software.amazon.cryptography.materialproviders.model.AesWrappingAlg; import software.amazon.cryptography.materialproviders.model.CreateRawAesKeyringInput; import software.amazon.cryptography.materialproviders.model.MaterialProvidersConfig; -import java.nio.ByteBuffer; - -import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAME; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.KEY_NAMESPACE; - -public class RawAesKeyringTest extends TestBase{ - - @Override - protected IKeyring createKeyring() { - final MaterialProviders matProv = MaterialProviders.builder() - .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) - .build(); - final CreateRawAesKeyringInput keyringInput = CreateRawAesKeyringInput.builder() - .keyNamespace(KEY_NAMESPACE) - .keyName(KEY_NAME) - .wrappingKey(ByteBuffer.wrap(new byte[32])) - .wrappingAlg(AesWrappingAlg.ALG_AES256_GCM_IV12_TAG16) - .build(); - return matProv.CreateRawAesKeyring(keyringInput); - } - - public RawAesKeyringTest() { - } - - RawAesKeyringTest(String plainTextFileJson) { - this.plainTextFile = plainTextFileJson; - } - - /** - * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails - * to profile JMH annotated runs. - * @param args - * @throws Exception - */ - public static void main(String[] args) throws Exception { - TestBase testBase = new RawAesKeyringTest("single_attribute.json"); - testBase.setup(); - testBase.decrypt(); - - } +public class RawAesKeyringTest extends TestBase { + + @Override + protected IKeyring createKeyring() { + final MaterialProviders matProv = MaterialProviders + .builder() + .MaterialProvidersConfig(MaterialProvidersConfig.builder().build()) + .build(); + final CreateRawAesKeyringInput keyringInput = CreateRawAesKeyringInput + .builder() + .keyNamespace(KEY_NAMESPACE) + .keyName(KEY_NAME) + .wrappingKey(ByteBuffer.wrap(new byte[32])) + .wrappingAlg(AesWrappingAlg.ALG_AES256_GCM_IV12_TAG16) + .build(); + return matProv.CreateRawAesKeyring(keyringInput); + } + + public RawAesKeyringTest() {} + + RawAesKeyringTest(String plainTextFileJson) { + this.plainTextFile = plainTextFileJson; + } + + /** + * main Method to execute tests without JMH. This is helpful in profiling in IDEs (especially IntelliJ) which fails + * to profile JMH annotated runs. + * @param args + * @throws Exception + */ + public static void main(String[] args) throws Exception { + TestBase testBase = new RawAesKeyringTest("single_attribute.json"); + testBase.setup(); + testBase.decrypt(); + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java index a327e6ae2..82171dd81 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java @@ -1,5 +1,16 @@ package software.aws.cryptography.performance.itemencryptor.v3; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_IGNORE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_SIGN; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SIZE_RESULTS_FILE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_TABLE; +import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; + import com.fasterxml.jackson.annotation.JsonInclude; import com.fasterxml.jackson.databind.JsonNode; import com.fasterxml.jackson.databind.ObjectMapper; @@ -8,6 +19,11 @@ import com.univocity.parsers.fixed.FixedWidthFields; import com.univocity.parsers.fixed.FixedWidthWriter; import com.univocity.parsers.fixed.FixedWidthWriterSettings; +import java.io.File; +import java.io.FileOutputStream; +import java.util.HashMap; +import java.util.Map; +import java.util.concurrent.TimeUnit; import org.openjdk.jmh.annotations.Benchmark; import org.openjdk.jmh.annotations.BenchmarkMode; import org.openjdk.jmh.annotations.Fork; @@ -32,23 +48,6 @@ import software.amazon.cryptography.materialproviders.IKeyring; import software.amazon.cryptography.materialproviders.model.DBEAlgorithmSuiteId; -import java.io.File; -import java.io.FileOutputStream; -import java.util.HashMap; -import java.util.Map; -import java.util.concurrent.TimeUnit; - -import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_ENCRYPT; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_IGNORE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.DATA_TO_SIGN; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.PARTITION_ATTRIBUTE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.SIZE_RESULTS_FILE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_ATTRIBUTE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.SORT_NUMBER; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_PK; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.TEST_TABLE; -import static software.aws.cryptography.performance.itemencryptor.TestConstants.UNAUTH_PREFIX; - @State(Scope.Thread) @BenchmarkMode(Mode.AverageTime) @OutputTimeUnit(TimeUnit.MILLISECONDS) @@ -56,115 +55,172 @@ @Warmup(iterations = 2, time = 2) @Measurement(iterations = 3, time = 3) public abstract class TestBase { - @Param({"single_attribute.json", "nested_attributes.json", "flat_attributes.json"}) - protected String plainTextFile; - protected Map encryptedAttributes; - protected Map plainTextAttribute = new HashMap<>(); - protected DynamoDbItemEncryptor dynamoDbItemEncryptor; - protected Map itemBeforeEncrypt; - protected Map originalItem; - - protected ObjectMapper mapper = JsonMapper.builder() - .serializationInclusion(JsonInclude.Include.NON_NULL) - .build(); - protected abstract IKeyring createKeyring(); - - protected Map getAttributeActions(Map record) { - final Map attributeActions = new HashMap<>(); - attributeActions.put(PARTITION_ATTRIBUTE, CryptoAction.SIGN_ONLY); - attributeActions.put(SORT_ATTRIBUTE, CryptoAction.SIGN_ONLY); - attributeActions.put(DATA_TO_ENCRYPT, CryptoAction.ENCRYPT_AND_SIGN); - attributeActions.put(DATA_TO_SIGN, CryptoAction.SIGN_ONLY); - attributeActions.put(DATA_TO_IGNORE, CryptoAction.DO_NOTHING); - for (Map.Entry entry:record.entrySet() - ) { - if (entry.getKey().contains("Attribute")) { - attributeActions.put(entry.getKey(), CryptoAction.ENCRYPT_AND_SIGN); - } - } - return attributeActions; - } - - @Setup - public void setup() throws Exception { - final JsonNode plainTextJson = mapper.readTree(getClass().getClassLoader().getResourceAsStream(plainTextFile)); - plainTextJson.properties().forEach((entry) -> plainTextAttribute.put(entry.getKey(), mapper.convertValue(entry.getValue(), AttributeValue.serializableBuilderClass()))); - - final DynamoDbItemEncryptorConfig config = DynamoDbItemEncryptorConfig.builder().logicalTableName(TEST_TABLE) - .partitionKeyName(PARTITION_ATTRIBUTE) - .sortKeyName(SORT_ATTRIBUTE) - .attributeActionsOnEncrypt(getAttributeActions(plainTextAttribute)) - .keyring(createKeyring()) - .allowedUnsignedAttributePrefix(UNAUTH_PREFIX) - .algorithmSuiteId(DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384) - .build(); - - dynamoDbItemEncryptor = DynamoDbItemEncryptor.builder().DynamoDbItemEncryptorConfig(config) - .build(); - encryptedAttributes = encrypt(); - - } - @Benchmark - public Map encrypt() throws Exception { - - final Map originalItem = new HashMap<>(); - originalItem.put(PARTITION_ATTRIBUTE, AttributeValue.builder().s(TEST_PK).build()); - originalItem.put(SORT_ATTRIBUTE, AttributeValue.builder().n(SORT_NUMBER).build()); - plainTextAttribute.forEach((key, value) -> originalItem.put(key, value.build())); - itemBeforeEncrypt = originalItem; - encryptedAttributes = dynamoDbItemEncryptor.EncryptItem( - EncryptItemInput.builder() - .plaintextItem(originalItem) - .build() - ).encryptedItem(); - return encryptedAttributes; + @Param( + { + "single_attribute.json", "nested_attributes.json", "flat_attributes.json", } - - @Benchmark - public Map decrypt() { - final Map decryptedItem = dynamoDbItemEncryptor.DecryptItem( - DecryptItemInput.builder() - .encryptedItem(encryptedAttributes) - .build() - ).plaintextItem(); - return decryptedItem; - } - - @TearDown - public void writeSizeToFile() throws Exception { - final File sizeResults = new File(SIZE_RESULTS_FILE); - sizeResults.getParentFile().mkdirs(); - sizeResults.createNewFile(); - final FileOutputStream fileOutputStream = new FileOutputStream(sizeResults, true); - - final Map originalObject = new HashMap<>(); - final Map encryptedObject = new HashMap<>(); - itemBeforeEncrypt.forEach((key, value) -> originalObject.put(key, value.toBuilder())); - encryptedAttributes.forEach((key, value) -> encryptedObject.put(key, value.toBuilder())); - - final ObjectMapper mapper = new ObjectMapper(); - FixedWidthFields fields = new FixedWidthFields(); - fields.addField("MethodName", 50, FieldAlignment.LEFT); - fields.addField("OriginalSize", 20, FieldAlignment.LEFT); - fields.addField("EncryptedSize", 20); - fields.addField("Diff", 20); - - int lengthBeforeEncrypt = mapper.writeValueAsString(originalObject).length(); - int lengthAfterEncrypt = mapper.writeValueAsString(encryptedObject).length(); - int diff = lengthAfterEncrypt - lengthBeforeEncrypt; - - final String operationName = StackWalker.getInstance(StackWalker.Option.RETAIN_CLASS_REFERENCE).getCallerClass().getSimpleName(); - - FixedWidthWriter fixedWidthWriter = new FixedWidthWriter(fileOutputStream, new FixedWidthWriterSettings(fields)); - fixedWidthWriter.writeRow(operationName, lengthBeforeEncrypt, lengthAfterEncrypt, diff); - fixedWidthWriter.close(); - fileOutputStream.close(); - } - - public static void main(String[] args) throws Exception { - Options options = new OptionsBuilder() - .build(); - new Runner(options).run(); + ) + protected String plainTextFile; + + protected Map encryptedAttributes; + protected Map plainTextAttribute = + new HashMap<>(); + protected DynamoDbItemEncryptor dynamoDbItemEncryptor; + protected Map itemBeforeEncrypt; + protected Map originalItem; + + protected ObjectMapper mapper = JsonMapper + .builder() + .serializationInclusion(JsonInclude.Include.NON_NULL) + .build(); + + protected abstract IKeyring createKeyring(); + + protected Map getAttributeActions( + Map record + ) { + final Map attributeActions = new HashMap<>(); + attributeActions.put(PARTITION_ATTRIBUTE, CryptoAction.SIGN_ONLY); + attributeActions.put(SORT_ATTRIBUTE, CryptoAction.SIGN_ONLY); + attributeActions.put(DATA_TO_ENCRYPT, CryptoAction.ENCRYPT_AND_SIGN); + attributeActions.put(DATA_TO_SIGN, CryptoAction.SIGN_ONLY); + attributeActions.put(DATA_TO_IGNORE, CryptoAction.DO_NOTHING); + for (Map.Entry entry : record.entrySet()) { + if (entry.getKey().contains("Attribute")) { + attributeActions.put(entry.getKey(), CryptoAction.ENCRYPT_AND_SIGN); + } } + return attributeActions; + } + + @Setup + public void setup() throws Exception { + final JsonNode plainTextJson = mapper.readTree( + getClass().getClassLoader().getResourceAsStream(plainTextFile) + ); + plainTextJson + .properties() + .forEach(entry -> + plainTextAttribute.put( + entry.getKey(), + mapper.convertValue( + entry.getValue(), + AttributeValue.serializableBuilderClass() + ) + ) + ); + + final DynamoDbItemEncryptorConfig config = DynamoDbItemEncryptorConfig + .builder() + .logicalTableName(TEST_TABLE) + .partitionKeyName(PARTITION_ATTRIBUTE) + .sortKeyName(SORT_ATTRIBUTE) + .attributeActionsOnEncrypt(getAttributeActions(plainTextAttribute)) + .keyring(createKeyring()) + .allowedUnsignedAttributePrefix(UNAUTH_PREFIX) + .algorithmSuiteId( + DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384 + ) + .build(); + + dynamoDbItemEncryptor = + DynamoDbItemEncryptor + .builder() + .DynamoDbItemEncryptorConfig(config) + .build(); + encryptedAttributes = encrypt(); + } + + @Benchmark + public Map encrypt() throws Exception { + final Map originalItem = new HashMap<>(); + originalItem.put( + PARTITION_ATTRIBUTE, + AttributeValue.builder().s(TEST_PK).build() + ); + originalItem.put( + SORT_ATTRIBUTE, + AttributeValue.builder().n(SORT_NUMBER).build() + ); + plainTextAttribute.forEach((key, value) -> + originalItem.put(key, value.build()) + ); + itemBeforeEncrypt = originalItem; + encryptedAttributes = + dynamoDbItemEncryptor + .EncryptItem( + EncryptItemInput.builder().plaintextItem(originalItem).build() + ) + .encryptedItem(); + return encryptedAttributes; + } + + @Benchmark + public Map decrypt() { + final Map decryptedItem = dynamoDbItemEncryptor + .DecryptItem( + DecryptItemInput.builder().encryptedItem(encryptedAttributes).build() + ) + .plaintextItem(); + return decryptedItem; + } + + @TearDown + public void writeSizeToFile() throws Exception { + final File sizeResults = new File(SIZE_RESULTS_FILE); + sizeResults.getParentFile().mkdirs(); + sizeResults.createNewFile(); + final FileOutputStream fileOutputStream = new FileOutputStream( + sizeResults, + true + ); + + final Map originalObject = new HashMap<>(); + final Map encryptedObject = new HashMap<>(); + itemBeforeEncrypt.forEach((key, value) -> + originalObject.put(key, value.toBuilder()) + ); + encryptedAttributes.forEach((key, value) -> + encryptedObject.put(key, value.toBuilder()) + ); + + final ObjectMapper mapper = new ObjectMapper(); + FixedWidthFields fields = new FixedWidthFields(); + fields.addField("MethodName", 50, FieldAlignment.LEFT); + fields.addField("OriginalSize", 20, FieldAlignment.LEFT); + fields.addField("EncryptedSize", 20); + fields.addField("Diff", 20); + + int lengthBeforeEncrypt = mapper + .writeValueAsString(originalObject) + .length(); + int lengthAfterEncrypt = mapper + .writeValueAsString(encryptedObject) + .length(); + int diff = lengthAfterEncrypt - lengthBeforeEncrypt; + + final String operationName = StackWalker + .getInstance(StackWalker.Option.RETAIN_CLASS_REFERENCE) + .getCallerClass() + .getSimpleName(); + + FixedWidthWriter fixedWidthWriter = new FixedWidthWriter( + fileOutputStream, + new FixedWidthWriterSettings(fields) + ); + fixedWidthWriter.writeRow( + operationName, + lengthBeforeEncrypt, + lengthAfterEncrypt, + diff + ); + fixedWidthWriter.close(); + fileOutputStream.close(); + } + + public static void main(String[] args) throws Exception { + Options options = new OptionsBuilder().build(); + new Runner(options).run(); + } } diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json index f5d71d269..98caa4fce 100644 --- a/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json @@ -1 +1,296 @@ 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" 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" + } +} diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/README.md b/PerfTest/runtimes/python/DynamoDbEncryption/README.md new file mode 100644 index 000000000..adf2c4ce0 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/README.md @@ -0,0 +1,132 @@ +# Python Performance Tests: DDBEC v3 vs DB-ESDK v4 + +This directory contains comprehensive performance benchmarks comparing the **Legacy DynamoDB Encryption Client Python v3** (DDBEC v3) against the **AWS Database Encryption SDK Python v4** (DB-ESDK v4). + +## Overview + +The performance tests benchmark encryption and decryption operations using pytest-benchmark across multiple data types and encryption providers/keyrings. + +### Libraries Under Test + +**DDBEC v3 Providers:** + +- AES Key Provider +- AWS KMS Key Provider +- Most Recent Key Provider + +**DB-ESDK v4 Keyrings:** + +- Raw AES Keyring +- AWS KMS Keyring +- Hierarchy Keyring + +### Test Data Types + +- **single_attribute**: Simple string data +- **nested_attributes**: Complex nested JSON structures +- **flat_attributes**: Multiple top-level attributes + +## Quick Start + +### Prerequisites + +- Python 3.11+ +- Poetry installed +- AWS credentials configured +- Access to AWS KMS key: `arn:aws:kms:us-west-2:370957321024:key/9d989aa2-2f9c-438c-a745-cc57d3ad0126` + +### Installation + +```bash +cd PerfTest/runtimes/python/DynamoDbEncryption +poetry install +``` + +### Run All Benchmarks + +```bash +tox -e run-benchmarks + +# Or +python run_benchmarks.py + +# Or using poetry +poetry run python run_benchmarks.py +``` + +### Advanced Options + +```bash +# Don't save files, only show console output +python run_benchmarks.py --no-save + +# Save to custom directory +python run_benchmarks.py --output-dir my_results +``` + +### Direct pytest Usage + +```bash +# Run with pytest directly +poetry run pytest src/ --benchmark-only -v + +# Run specific test file +poetry run pytest 'src/v3/aes_key_provider_test.py' --benchmark-only -v + +# Run single test function +poetry run pytest 'src/v4/raw_aes_keyring_test.py::test_encrypt_performance[single_attribute]' --benchmark-only -v +``` + +## Output + +The benchmark script generates: + +### Console Report + +``` +PERFORMANCE COMPARISON: DDBEC v3 vs DB-ESDK v4 +=============================================== + +Operation | Data Type | Provider | DDBEC(v3) Mean (ms) | DB ESDK(v4) Mean (ms) | Difference (ms) | DB ESDK(v4) vs DDBEC(v3) (%) +``` + +### Generated Files + +- `raw_results_TIMESTAMP.csv/json` - Detailed benchmark data +- `comparison_TIMESTAMP.csv/json` - Side-by-side comparison +- `report_TIMESTAMP.html` - Visual HTML report + +All files saved to `benchmark_results/` directory. + +## Understanding Results + +### Performance Metrics + +- **Mean (ms)**: Average execution time per operation in milliseconds +- **Difference (ms)**: Time difference (DB-ESDK v4 - DDBEC v3) in milliseconds +- **Percentage**: Performance change (negative = v4 faster, positive = v4 slower) + +### AWS Credentials + +Configure credentials using ada and assume the ddb role: + +```bash +# Configure ada credentials +ada credentials update --provider isengard --role=ToolsDevelopment --once \ + --account 370957321024 --profile=aws-crypto-tools-team+optools-ci-ToolsDevelopment + +# Set region and assume role for tests +export AWS_REGION="us-west-2" +TMP_ROLE=$(aws sts assume-role --role-arn "arn:aws:iam::370957321024:role/GitHub-CI-DDBEC-Dafny-Role-us-west-2" --role-session-name "${USER}-Tests-DBEC" --profile aws-crypto-tools-team+optools-ci-ToolsDevelopment) +export TMP_ROLE +export AWS_ACCESS_KEY_ID=$(echo "${TMP_ROLE}" | jq -r '.Credentials.AccessKeyId') +export AWS_SECRET_ACCESS_KEY=$(echo "${TMP_ROLE}" | jq -r '.Credentials.SecretAccessKey') +export AWS_SESSION_TOKEN=$(echo "${TMP_ROLE}" | jq -r '.Credentials.SessionToken') + +# Verify credentials are working +aws sts get-caller-identity +``` + +## License + +Licensed under the Apache License 2.0. diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/pyproject.toml b/PerfTest/runtimes/python/DynamoDbEncryption/pyproject.toml new file mode 100644 index 000000000..5224c2da0 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/pyproject.toml @@ -0,0 +1,67 @@ +[tool.poetry] +name = "aws-dbesdk-dynamodb-performance-tests" +version = "0.1.0" +description = "Performance tests comparing DDBEC v3 with DB-ESDK v4" +authors = ["AWS Crypto Tools "] + +[tool.poetry.dependencies] +python = "^3.11.0" +aws-dbesdk-dynamodb = { path = "../../../../DynamoDbEncryption/runtimes/python", develop = false, extras = ["legacy-ddbec"]} +boto3 = ">=1.26.0" +pytest = "^7.4.0" +pytest-benchmark = "^4.0.0" +pandas = "^2.0.0" +tabulate = "^0.9.0" +click = "^8.1.0" + +[tool.poetry.group.test.dependencies] +pytest = "^7.4.0" +pytest-benchmark = "^4.0.0" +pytest-cov = "^4.1.0" +tox = "^3" + +[build-system] +requires = ["poetry-core<2.0.0"] +build-backend = "poetry.core.masonry.api" + +# Package linting + +[tool.poetry.group.linting] +optional = true + +[tool.poetry.group.linting.dependencies] +ruff = "^0.11.5" +black = "^25.1.0" +mypy = "^1.5.0" + +[tool.ruff] +line-length=120 +indent-width=4 +target-version = "py311" + +[tool.ruff.lint] +# Choose linting tools +select = [ + # pycodestyle: spacing, line length + "E", + # pyflakes: unused imports/variables + "F", + # isort: import sorting + "I", + # pydocstyle: docstring style + "D", +] +# Ignore incompatible linting options +ignore=[ + "D203", # `incorrect-blank-line-before-class`; incompatible with `no-blank-line-before-class` (D211) + "D212", # `multi-line-summary-first-line`; incompatible with `multi-line-summary-second-line` (D213) +] + +[tool.black] +line-length = 120 +target-version = ['py311'] + +[tool.mypy] +python_version = "3.11" +warn_return_any = true +warn_unused_configs = true diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/pytest.ini b/PerfTest/runtimes/python/DynamoDbEncryption/pytest.ini new file mode 100644 index 000000000..cf027ba37 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/pytest.ini @@ -0,0 +1,23 @@ +[tool:pytest] +testpaths = src +python_files = *_test.py +python_classes = Test* +python_functions = test_* +addopts = + -v + -s + --strict-markers + --tb=short + --benchmark-only + --benchmark-columns=min,max,mean,stddev,median,ops,rounds + --benchmark-group-by=func + --benchmark-sort=name + --benchmark-autosave + --benchmark-save-data + --benchmark-min-rounds=3 + --benchmark-rounds=5 +markers = + benchmark: mark test as a benchmark test + v3: mark test as DDBEC v3 specific + v4: mark test as DB-ESDK v4 specific + slow: mark test as slow running diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/resources/flat_attributes.json b/PerfTest/runtimes/python/DynamoDbEncryption/resources/flat_attributes.json new file mode 100644 index 000000000..98caa4fce --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/resources/flat_attributes.json @@ -0,0 +1,296 @@ 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"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" + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } +} diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/flat_attributes.json b/PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/flat_attributes.json new file mode 100644 index 000000000..f1451f227 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/flat_attributes.json @@ -0,0 +1,34 @@ +{ + "partition_key": "test-pk-003", + "sort_key": "test-sk-003", + "attribute1": "Value for attribute 1", + "attribute2": "Value for attribute 2", + "attribute3": "Value for attribute 3", + "attribute4": "Value for attribute 4", + "attribute5": "Value for attribute 5", + "attribute6": "Value for attribute 6", + "attribute7": "Value for attribute 7", + "attribute8": "Value for attribute 8", + "attribute9": "Value for attribute 9", + "attribute10": "Value for attribute 10", + "numericAttribute1": 12345, + "numericAttribute2": 67890, + "numericAttribute3": 11111, + "numericAttribute4": 22222, + "numericAttribute5": 33333, + "booleanAttribute1": true, + "booleanAttribute2": false, + "booleanAttribute3": true, + "booleanAttribute4": false, + "booleanAttribute5": true, + "listAttribute1": ["item1", "item2", "item3"], + "listAttribute2": [1, 2, 3, 4, 5], + "listAttribute3": ["alpha", "beta", "gamma"], + "listAttribute4": [true, false, true], + "listAttribute5": ["x", "y", "z"], + "timestamp": "2024-12-01T12:00:00Z", + "status": "active", + "category": "performance-test", + "description": "This is a flat structure with many top-level attributes to test performance with wider items", + "tags": ["test", "performance", "benchmark", "encryption"] +} diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/nested_attributes.json b/PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/nested_attributes.json new file mode 100644 index 000000000..199180b77 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/nested_attributes.json @@ -0,0 +1,37 @@ +{ + "partition_key": "test-pk-002", + "sort_key": "test-sk-002", + "user": { + "id": "user-12345", + "profile": { + "name": "Test User", + "email": "test.user@example.com", + "preferences": { + "theme": "dark", + "language": "en-US", + "notifications": { + "email": true, + "push": false, + "sms": true + } + } + }, + "metadata": { + "created": "2024-01-15T10:30:00Z", + "lastLogin": "2024-12-01T15:45:00Z", + "loginCount": 42 + } + }, + "settings": { + "privacy": { + "shareProfile": false, + "showEmail": false, + "allowMessages": true + }, + "features": { + "beta": true, + "experimental": false, + "premium": true + } + } +} diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/single_attribute.json b/PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/single_attribute.json new file mode 100644 index 000000000..5967023ee --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/resources/simple/single_attribute.json @@ -0,0 +1,5 @@ +{ + "partition_key": "test-pk-001", + "sort_key": "test-sk-001", + "data": "This is a simple string attribute used for performance testing. It contains enough data to be meaningful but not so much as to skew results towards I/O operations rather than encryption/decryption performance." +} diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/resources/single_attribute.json b/PerfTest/runtimes/python/DynamoDbEncryption/resources/single_attribute.json new file mode 100644 index 000000000..71df9a99b --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/resources/single_attribute.json @@ -0,0 +1,5 @@ +{ + "Attribute1": { + "b": 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" + } +} diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/run_benchmarks.py b/PerfTest/runtimes/python/DynamoDbEncryption/run_benchmarks.py new file mode 100644 index 000000000..b43536662 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/run_benchmarks.py @@ -0,0 +1,282 @@ +#!/usr/bin/env python3 +"""Run performance benchmarks for DDBEC v3 vs DB-ESDK v4.""" + +import argparse +import json +import os +import subprocess +import sys +from datetime import datetime +from pathlib import Path + +import pandas as pd +from tabulate import tabulate + + +def run_pytest_benchmarks(args): + """Run pytest benchmarks with specified options.""" + cmd = [ + sys.executable, + "-m", + "pytest", + "-v", + "--benchmark-only", + "--benchmark-json=benchmark_results.json", + "--benchmark-autosave", + ] + + # Add markers based on version + if args.version: + if args.version == "v3": + cmd.append("-m v3") + elif args.version == "v4": + cmd.append("-m v4") + + # Add specific test filter + if args.test: + cmd.append(f"-k {args.test}") + + # Add custom pytest options + if args.pytest_args: + cmd.extend(args.pytest_args.split()) + + print(f"Running command: {' '.join(cmd)}") + result = subprocess.run(cmd, capture_output=True, text=True) + + if result.returncode != 0: + print(f"Error running benchmarks:\n{result.stderr}") + sys.exit(1) + + print(result.stdout) + + return "benchmark_results.json" + + +def parse_benchmark_results(json_file): + """Parse pytest-benchmark JSON results.""" + with open(json_file, "r") as f: + data = json.load(f) + + results = [] + for benchmark in data["benchmarks"]: + # Parse group name properly for multi-part provider names + group_parts = benchmark["group"].split("-") + version = "v3" if "v3" in benchmark["group"] else "v4" + + # Handle multi-part provider names + if version == "v3": + # v3 format: "v3-{provider}-{operation}" + if len(group_parts) >= 4 and group_parts[1] == "most" and group_parts[2] == "recent": + provider = "most-recent" + operation = group_parts[3] + else: + provider = group_parts[1] + operation = group_parts[2] + else: + # v4 format: "v4-{provider}-{operation}" where provider might be "raw-aes" + if len(group_parts) >= 4 and group_parts[1] == "raw" and group_parts[2] == "aes": + provider = "raw-aes" + operation = group_parts[3] + else: + provider = group_parts[1] + operation = group_parts[2] + + result = { + "name": benchmark["name"], + "group": benchmark["group"], + "version": version, + "provider": provider, + "operation": operation, + "data_type": benchmark["params"]["data_type"], + "min": benchmark["stats"]["min"], + "max": benchmark["stats"]["max"], + "mean": benchmark["stats"]["mean"], + "stddev": benchmark["stats"]["stddev"], + "median": benchmark["stats"]["median"], + "ops": benchmark["stats"]["ops"], + "rounds": benchmark["stats"]["rounds"], + } + + # Add size information if available + if "extra_info" in benchmark: + result.update(benchmark["extra_info"]) + + results.append(result) + + return pd.DataFrame(results) + + +def generate_comparison_report(df, output_format="console"): + """Generate comparison report between v3 and v4.""" + # Group by operation type and data type + comparison_data = [] + + for operation in ["encrypt", "decrypt"]: + for data_type in df["data_type"].unique(): + # Filter data + v3_data = df[(df["version"] == "v3") & (df["operation"] == operation) & (df["data_type"] == data_type)] + v4_data = df[(df["version"] == "v4") & (df["operation"] == operation) & (df["data_type"] == data_type)] + + # Compare each provider type + providers = { + "aes": ("aes", "raw-aes"), + "kms": ("kms", "kms"), + "most-recent/hierarchy": ("most-recent", "hierarchy"), + } + + for provider_name, (v3_provider, v4_provider) in providers.items(): + v3_row = v3_data[v3_data["provider"] == v3_provider] + v4_row = v4_data[v4_data["provider"] == v4_provider] + + if not v3_row.empty and not v4_row.empty: + v3_mean = v3_row["mean"].values[0] + v4_mean = v4_row["mean"].values[0] + + # Convert to milliseconds for better readability + v3_mean_ms = v3_mean * 1000 + v4_mean_ms = v4_mean * 1000 + diff_ms = v4_mean_ms - v3_mean_ms + + comparison = { + "Operation": operation.upper(), + "Data Type": data_type, + "Provider": provider_name, + "DDBEC(v3) Mean (ms)": f"{v3_mean_ms:.3f}", + "DB ESDK(v4) Mean (ms)": f"{v4_mean_ms:.3f}", + "Difference (ms)": f"{diff_ms:.3f}", + "DB ESDK(v4) vs DDBEC(v3) (%)": f"{((v4_mean / v3_mean) - 1) * 100:.2f}%", + } + + # Add size information based on operation type + # For encrypt: show plaintext size, for decrypt: show encrypted size + size_column = "original_size_bytes" if operation == "encrypt" else "encrypted_size_bytes" + + if size_column in v3_row.columns and not pd.isna(v3_row[size_column].values[0]): + comparison["DDBEC(v3) Size (bytes)"] = v3_row[size_column].values[0] + if size_column in v4_row.columns and not pd.isna(v4_row[size_column].values[0]): + comparison["DB ESDK(v4) Size (bytes)"] = v4_row[size_column].values[0] + + comparison_data.append(comparison) + + comparison_df = pd.DataFrame(comparison_data) + + if output_format == "console": + print("\n" + "=" * 80) + print("PERFORMANCE COMPARISON: DDBEC v3 vs DB-ESDK v4") + print("=" * 80 + "\n") + print(tabulate(comparison_df, headers="keys", tablefmt="grid", showindex=False)) + print("\n" + "=" * 80) + print("SUMMARY:") + print("- Negative percentages indicate v4 is faster than v3") + print("- Positive percentages indicate v4 is slower than v3") + print("=" * 80 + "\n") + + return comparison_df + + +def save_results(df, comparison_df, output_dir): + """Save results in multiple formats.""" + timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") + + # Create output directory + output_path = Path(output_dir) + output_path.mkdir(exist_ok=True) + + # Save raw results + df.to_csv(output_path / f"raw_results_{timestamp}.csv", index=False) + df.to_json(output_path / f"raw_results_{timestamp}.json", orient="records", indent=2) + + # Save comparison + comparison_df.to_csv(output_path / f"comparison_{timestamp}.csv", index=False) + comparison_df.to_json(output_path / f"comparison_{timestamp}.json", orient="records", indent=2) + + # Generate HTML report + html_content = f""" + + + DDBEC v3 vs DB-ESDK v4 Performance Report + + + +

Performance Comparison Report

+

Generated: {datetime.now().strftime("%Y-%m-%d %H:%M:%S")}

+ {comparison_df.to_html(index=False, classes="comparison-table")} + + + """ + + with open(output_path / f"report_{timestamp}.html", "w") as f: + f.write(html_content) + + print(f"\nResults saved to: {output_path}") + print(f"- Raw results: raw_results_{timestamp}.csv/json") + print(f"- Comparison: comparison_{timestamp}.csv/json") + print(f"- HTML report: report_{timestamp}.html") + + +def main(): + """Main entry point.""" + parser = argparse.ArgumentParser(description="Run performance benchmarks for DDBEC v3 vs DB-ESDK v4") + parser.add_argument( + "--version", + choices=["v3", "v4", "all"], + default="all", + help="Which version to benchmark (default: all)", + ) + parser.add_argument( + "--test", + help="Run specific test pattern (e.g., 'aes' or 'encrypt')", + ) + parser.add_argument( + "--output-dir", + default="benchmark_results", + help="Directory to save results (default: benchmark_results)", + ) + parser.add_argument( + "--no-save", + action="store_true", + help="Don't save results to files", + ) + parser.add_argument( + "--pytest-args", + help="Additional pytest arguments", + ) + + args = parser.parse_args() + + # Run benchmarks + json_file = run_pytest_benchmarks(args) + + # Parse results + df = parse_benchmark_results(json_file) + + # Generate comparison report + if args.version == "all" or not args.version: + comparison_df = generate_comparison_report(df) + + # Save results + if not args.no_save: + save_results(df, comparison_df, args.output_dir) + else: + # Just show the results for single version + print("\n" + "=" * 80) + print(f"BENCHMARK RESULTS: {args.version.upper()}") + print("=" * 80 + "\n") + print(tabulate(df, headers="keys", tablefmt="grid", showindex=False)) + + # Clean up + if os.path.exists(json_file): + os.remove(json_file) + + +if __name__ == "__main__": + main() diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/__init__.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/__init__.py new file mode 100644 index 000000000..16f206796 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/__init__.py @@ -0,0 +1 @@ +"""AWS Database Encryption SDK - DynamoDB Performance Tests.""" diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/test_constants.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/test_constants.py new file mode 100644 index 000000000..f2e091263 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/test_constants.py @@ -0,0 +1,76 @@ +"""Constants used across performance tests.""" + +import os +from pathlib import Path + +# Table Configuration +TABLE_NAME = "Test_Table" +PARTITION_KEY = "partition_key" +SORT_KEY = "sort_key" + +# AWS Configuration +AWS_REGION = os.environ.get("AWS_REGION", "us-west-2") +KMS_KEY_ARN = "arn:aws:kms:us-west-2:370957321024:key/9d989aa2-2f9c-438c-a745-cc57d3ad0126" + +# Test Data Files +RESOURCES_DIR = Path(__file__).parent.parent / "resources" +SINGLE_ATTRIBUTE_FILE = RESOURCES_DIR / "single_attribute.json" +NESTED_ATTRIBUTES_FILE = RESOURCES_DIR / "nested_attributes.json" +FLAT_ATTRIBUTES_FILE = RESOURCES_DIR / "flat_attributes.json" + +# Benchmark Configuration +BENCHMARK_ROUNDS = 10 +BENCHMARK_ITERATIONS = 5 +BENCHMARK_WARMUP_ROUNDS = 2 + +# Encryption Context +ENCRYPTION_CONTEXT = {"purpose": "performance_test", "origin": "aws-database-encryption-sdk-dynamodb"} + +# AES Key Material (32 bytes for AES-256) +AES_256_KEY_MATERIAL = bytes( + [ + 0x00, + 0x01, + 0x02, + 0x03, + 0x04, + 0x05, + 0x06, + 0x07, + 0x08, + 0x09, + 0x0A, + 0x0B, + 0x0C, + 0x0D, + 0x0E, + 0x0F, + 0x10, + 0x11, + 0x12, + 0x13, + 0x14, + 0x15, + 0x16, + 0x17, + 0x18, + 0x19, + 0x1A, + 0x1B, + 0x1C, + 0x1D, + 0x1E, + 0x1F, + ] +) + +# Hierarchy Keyring Configuration +HIERARCHY_KEYRING_NAMESPACE = "performance-test" +HIERARCHY_KEYRING_PARTITION = "benchmark" + +# Test Data Categories +TEST_DATA_CATEGORIES = ["single_attribute", "nested_attributes", "flat_attributes"] + +# Performance Thresholds (in seconds) +ENCRYPT_THRESHOLD = 1.0 # Maximum acceptable time for encryption +DECRYPT_THRESHOLD = 1.0 # Maximum acceptable time for decryption diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/__init__.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/__init__.py new file mode 100644 index 000000000..b2b96e353 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/__init__.py @@ -0,0 +1 @@ +"""DDBEC v3 Performance Tests.""" diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/aes_key_provider_test.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/aes_key_provider_test.py new file mode 100644 index 000000000..39b102e87 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/aes_key_provider_test.py @@ -0,0 +1,67 @@ +"""Performance tests for DDBEC v3 with AES Key Provider using EncryptedClient.""" + +import pytest +from dynamodb_encryption_sdk.delegated_keys.jce import JceNameLocalDelegatedKey +from dynamodb_encryption_sdk.identifiers import EncryptionKeyType, KeyEncodingType +from dynamodb_encryption_sdk.material_providers.wrapped import WrappedCryptographicMaterialsProvider + +from ..test_constants import AES_256_KEY_MATERIAL, TEST_DATA_CATEGORIES +from .test_base import V3PerformanceTestBase + + +class V3AESKeyProvider(V3PerformanceTestBase): + """DDBEC v3 with AES Key Provider using EncryptedClient.""" + + def _create_materials_provider(self) -> WrappedCryptographicMaterialsProvider: + """Create the AES-based cryptographic materials provider.""" + # Create wrapping key using JceNameLocalDelegatedKey as shown in example + wrapping_key = JceNameLocalDelegatedKey( + key=AES_256_KEY_MATERIAL, + algorithm="AES", + key_type=EncryptionKeyType.SYMMETRIC, + key_encoding=KeyEncodingType.RAW, + ) + + # For performance testing, we'll use the same key for signing + # In production, you would use a separate HMAC key + signing_key = JceNameLocalDelegatedKey( + key=AES_256_KEY_MATERIAL, + algorithm="HmacSHA256", + key_type=EncryptionKeyType.SYMMETRIC, + key_encoding=KeyEncodingType.RAW, + ) + + # Create and return the wrapped materials provider + return WrappedCryptographicMaterialsProvider( + wrapping_key=wrapping_key, unwrapping_key=wrapping_key, signing_key=signing_key + ) + + +# Create a singleton instance +_test_instance = None + + +def get_test_instance(): + """Get or create the test instance.""" + global _test_instance + if _test_instance is None: + _test_instance = V3AESKeyProvider() + return _test_instance + + +@pytest.mark.benchmark(group="v3-aes-encrypt") +@pytest.mark.v3 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_encrypt_performance(benchmark, data_type): + """Test encryption performance with AES Key Provider.""" + instance = get_test_instance() + instance.benchmark_encrypt(benchmark, data_type) + + +@pytest.mark.benchmark(group="v3-aes-decrypt") +@pytest.mark.v3 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_decrypt_performance(benchmark, data_type): + """Test decryption performance with AES Key Provider.""" + instance = get_test_instance() + instance.benchmark_decrypt(benchmark, data_type) diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/aws_kms_key_provider_test.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/aws_kms_key_provider_test.py new file mode 100644 index 000000000..663203731 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/aws_kms_key_provider_test.py @@ -0,0 +1,47 @@ +"""Performance tests for DDBEC v3 with AWS KMS Key Provider using EncryptedClient.""" + +import pytest +from dynamodb_encryption_sdk.material_providers.aws_kms import AwsKmsCryptographicMaterialsProvider + +from ..test_constants import KMS_KEY_ARN, TEST_DATA_CATEGORIES +from .test_base import V3PerformanceTestBase + + +class V3AWSKMSKeyProvider(V3PerformanceTestBase): + """DDBEC v3 with AWS KMS Key Provider using EncryptedClient.""" + + def _create_materials_provider(self) -> AwsKmsCryptographicMaterialsProvider: + """Create the AWS KMS-based cryptographic materials provider.""" + # Create crypto materials provider using the specified AWS KMS key + # As shown in aws_kms_encrypted_client.py example + return AwsKmsCryptographicMaterialsProvider(key_id=KMS_KEY_ARN) + + +# Create a singleton instance +_test_instance = None + + +def get_test_instance(): + """Get or create the test instance.""" + global _test_instance + if _test_instance is None: + _test_instance = V3AWSKMSKeyProvider() + return _test_instance + + +@pytest.mark.benchmark(group="v3-kms-encrypt") +@pytest.mark.v3 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_encrypt_performance(benchmark, data_type): + """Test encryption performance with AWS KMS Key Provider.""" + instance = get_test_instance() + instance.benchmark_encrypt(benchmark, data_type) + + +@pytest.mark.benchmark(group="v3-kms-decrypt") +@pytest.mark.v3 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_decrypt_performance(benchmark, data_type): + """Test decryption performance with AWS KMS Key Provider.""" + instance = get_test_instance() + instance.benchmark_decrypt(benchmark, data_type) diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/most_recent_key_provider_test.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/most_recent_key_provider_test.py new file mode 100644 index 000000000..cf4dae303 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/most_recent_key_provider_test.py @@ -0,0 +1,66 @@ +"""Performance tests for DDBEC v3 with Most Recent Key Provider using EncryptedClient.""" + +import pytest +from dynamodb_encryption_sdk.material_providers.aws_kms import AwsKmsCryptographicMaterialsProvider +from dynamodb_encryption_sdk.material_providers.most_recent import CachingMostRecentProvider +from dynamodb_encryption_sdk.material_providers.store.meta import MetaStore +import boto3 + +from ..test_constants import KMS_KEY_ARN, TEST_DATA_CATEGORIES +from .test_base import V3PerformanceTestBase + + +class V3MostRecentKeyProvider(V3PerformanceTestBase): + """DDBEC v3 with Most Recent Key Provider using EncryptedClient.""" + + def _create_materials_provider(self) -> CachingMostRecentProvider: + """Create the Most Recent Key Provider.""" + # Create a real table resource for the meta store + # For performance testing, we'll use a simplified approach without actual DDB operations + meta_table = boto3.resource("dynamodb", region_name="us-west-2").Table("v2MostRecentKeyProviderPerfTestKeys") + + # Create a crypto materials provider for the meta store using AWS KMS + # As shown in most_recent_provider_encrypted_table.py example + aws_kms_cmp = AwsKmsCryptographicMaterialsProvider(key_id=KMS_KEY_ARN) + + # Create a meta store using the AWS KMS crypto materials provider + meta_store = MetaStore(table=meta_table, materials_provider=aws_kms_cmp) + + # Create and return the Most Recent Provider + # For performance testing, this will work without actual DDB calls + # as we're only testing the encryption/decryption performance + return CachingMostRecentProvider( + provider_store=meta_store, + material_name="test_material", + version_ttl=600.0, # Check for a new material version every 10 minutes + ) + + +# Create a singleton instance +_test_instance = None + + +def get_test_instance(): + """Get or create the test instance.""" + global _test_instance + if _test_instance is None: + _test_instance = V3MostRecentKeyProvider() + return _test_instance + + +@pytest.mark.benchmark(group="v3-most-recent-encrypt") +@pytest.mark.v3 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_encrypt_performance(benchmark, data_type): + """Test encryption performance with Most Recent Key Provider.""" + instance = get_test_instance() + instance.benchmark_encrypt(benchmark, data_type) + + +@pytest.mark.benchmark(group="v3-most-recent-decrypt") +@pytest.mark.v3 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_decrypt_performance(benchmark, data_type): + """Test decryption performance with Most Recent Key Provider.""" + instance = get_test_instance() + instance.benchmark_decrypt(benchmark, data_type) diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/test_base.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/test_base.py new file mode 100644 index 000000000..5fedb8936 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/test_base.py @@ -0,0 +1,253 @@ +"""Base class for DDBEC v3 performance tests using direct encryption methods.""" + +import json +import sys +from abc import ABC, abstractmethod +from pathlib import Path +from typing import Any, Dict + + +from dynamodb_encryption_sdk.encrypted.item import encrypt_dynamodb_item, decrypt_dynamodb_item +from dynamodb_encryption_sdk.encrypted import CryptoConfig +from dynamodb_encryption_sdk.identifiers import CryptoAction +from dynamodb_encryption_sdk.material_providers import CryptographicMaterialsProvider +from dynamodb_encryption_sdk.structures import AttributeActions, EncryptionContext + +# Add parent directory to path for imports +sys.path.insert(0, str(Path(__file__).parent.parent)) + +from ..test_constants import ( + FLAT_ATTRIBUTES_FILE, + NESTED_ATTRIBUTES_FILE, + PARTITION_KEY, + SINGLE_ATTRIBUTE_FILE, + SORT_KEY, + TABLE_NAME, +) + + +class V3PerformanceTestBase(ABC): + """Base class for DDBEC v3 performance tests using direct encryption methods.""" + + def __init__(self): + """Initialize the test base.""" + self.table_name = TABLE_NAME + self.partition_key = PARTITION_KEY + self.sort_key = SORT_KEY + + # Load test data + self.test_data = self._load_test_data() + + # Create materials provider + self.materials_provider = self._create_materials_provider() + + # Create attribute actions + self.actions = AttributeActions( + default_action=CryptoAction.ENCRYPT_AND_SIGN, + attribute_actions={ + self.partition_key: CryptoAction.DO_NOTHING, + self.sort_key: CryptoAction.DO_NOTHING, + }, + ) + + # Create encryption context + self.encryption_context = EncryptionContext( + table_name=self.table_name, + partition_key_name=self.partition_key, + sort_key_name=self.sort_key, + ) + + self.crypto_config = CryptoConfig( + materials_provider=self.materials_provider, + encryption_context=self.encryption_context, + attribute_actions=self.actions, + ) + + @abstractmethod + def _create_materials_provider(self) -> CryptographicMaterialsProvider: + """Create the cryptographic materials provider for this test.""" + pass + + def _load_test_data(self) -> Dict[str, Any]: + """Load test data from JSON files in DynamoDB format.""" + data = {} + + # Load single attribute data + with open(SINGLE_ATTRIBUTE_FILE, "r") as f: + single_data = json.load(f) + # Convert to DynamoDB format + ddb_item = {} + for k, v in single_data.items(): + if isinstance(v, str): + ddb_item[k] = {"S": v} + elif isinstance(v, (int, float)): + ddb_item[k] = {"N": str(v)} + elif isinstance(v, bool): + ddb_item[k] = {"BOOL": v} + elif isinstance(v, list): + ddb_item[k] = {"L": [self._convert_to_ddb_value(item) for item in v]} + elif isinstance(v, dict): + ddb_item[k] = {"M": {sk: self._convert_to_ddb_value(sv) for sk, sv in v.items()}} + data["single_attribute"] = ddb_item + + # Load nested attributes data + with open(NESTED_ATTRIBUTES_FILE, "r") as f: + nested_data = json.load(f) + data["nested_attributes"] = self._convert_to_ddb_format(nested_data) + + # Load flat attributes data + with open(FLAT_ATTRIBUTES_FILE, "r") as f: + flat_data = json.load(f) + data["flat_attributes"] = self._convert_to_ddb_format(flat_data) + + return data + + def _convert_to_ddb_value(self, value: Any) -> Dict[str, Any]: + """Convert a Python value to DynamoDB format.""" + if isinstance(value, str): + return {"S": value} + elif isinstance(value, (int, float)): + return {"N": str(value)} + elif isinstance(value, bool): + return {"BOOL": value} + elif isinstance(value, list): + return {"L": [self._convert_to_ddb_value(item) for item in value]} + elif isinstance(value, dict): + return {"M": {k: self._convert_to_ddb_value(v) for k, v in value.items()}} + else: + return {"S": str(value)} + + def _convert_to_ddb_format(self, item: Dict[str, Any]) -> Dict[str, Any]: + """Convert a Python dict to DynamoDB format.""" + return {k: self._convert_to_ddb_value(v) for k, v in item.items()} + + def get_test_item(self, data_type: str) -> Dict[str, Any]: + """Get a test item for the specified data type.""" + if data_type not in self.test_data: + raise ValueError(f"Unknown data type: {data_type}") + item = self.test_data[data_type].copy() + + # Add partition and sort keys + item[self.partition_key] = {"S": "test_pk"} + item[self.sort_key] = {"S": "test_sk"} + + return item + + def encrypt_item(self, item: Dict[str, Any]) -> Dict[str, Any]: + """Encrypt a DynamoDB item directly - REAL encryption only.""" + # Use the proper DDBEC v3 API + encrypted_item = encrypt_dynamodb_item(item, self.crypto_config) + return encrypted_item + + def _verify_encryption(self, original_item: Dict[str, Any], encrypted_item: Dict[str, Any]) -> None: + """Verify that real encryption occurred.""" + # 1. Verify that encrypted item has signature attribute + signature_found = False + for key in encrypted_item.keys(): + if "sig" in key.lower() or "amzn" in key.lower(): + signature_found = True + break + + assert signature_found, "Encrypted item missing signature attribute - real encryption failed" + + # 2. Verify that encrypted attributes are different from original + for key, original_value in original_item.items(): + if key not in [self.partition_key, self.sort_key]: + if key in encrypted_item: + encrypted_value = encrypted_item[key] + assert encrypted_value != original_value, f"Attribute {key} not encrypted - real encryption failed" + + # 3. Verify encrypted item is larger (has signature and encrypted data) + original_size = len(str(original_item)) + encrypted_size = len(str(encrypted_item)) + assert encrypted_size > original_size, f"Encrypted item not larger than original - real encryption failed" + + def decrypt_item(self, encrypted_item: Dict[str, Any]) -> Dict[str, Any]: + """Decrypt a DynamoDB item directly - REAL decryption only.""" + # Make a copy to avoid mutating the original encrypted item + # The decrypt_dynamodb_item function modifies the input by removing signature attributes + encrypted_item_copy = encrypted_item.copy() + decrypted_item = decrypt_dynamodb_item(encrypted_item_copy, self.crypto_config) + return decrypted_item + + def calculate_item_size(self, item: Dict[str, Any]) -> int: + """Calculate the size of a DynamoDB item in bytes.""" + # Convert the item to JSON and calculate size + item_json = json.dumps(item, default=str) + return len(item_json.encode("utf-8")) + + def benchmark_encrypt(self, benchmark, data_type: str): + """Benchmark encryption performance.""" + item = self.get_test_item(data_type) + + def encrypt(): + return self.encrypt_item(item) + + encrypted_item = benchmark(encrypt) + + # Verify encryption actually worked + self._verify_encryption(item, encrypted_item) + decrypted_item = self.decrypt_item(encrypted_item) + + # Verify decryption worked correctly - comprehensive verification + assert decrypted_item[self.partition_key] == item[self.partition_key] + assert decrypted_item[self.sort_key] == item[self.sort_key] + + # Verify that encrypted attributes were properly decrypted (back to original) + for key, original_value in item.items(): + if key not in [self.partition_key, self.sort_key]: + assert key in decrypted_item, f"Missing attribute {key} in decrypted item" + decrypted_value = decrypted_item[key] + assert ( + decrypted_value == original_value + ), f"Attribute {key} not properly decrypted: {decrypted_value} != {original_value}" + + # For encrypt: only report original (plaintext) size + original_size = self.calculate_item_size(item) + encrypted_size = self.calculate_item_size(encrypted_item) + + benchmark.extra_info.update( + { + "data_type": data_type, + "original_size_bytes": original_size, + "encrypted_size_bytes": encrypted_size, + "size_increase_ratio": encrypted_size / original_size if original_size > 0 else 0, + } + ) + + def benchmark_decrypt(self, benchmark, data_type: str): + """Benchmark decryption performance.""" + item = self.get_test_item(data_type) + encrypted_item = self.encrypt_item(item) + + # Calculate sizes before decryption + original_size = self.calculate_item_size(item) + encrypted_size = self.calculate_item_size(encrypted_item) + + def decrypt(): + return self.decrypt_item(encrypted_item) + + decrypted_item = benchmark(decrypt) + + # Verify decryption worked correctly - comprehensive verification + assert decrypted_item[self.partition_key] == item[self.partition_key] + assert decrypted_item[self.sort_key] == item[self.sort_key] + + # Verify that encrypted attributes were properly decrypted (back to original) + for key, original_value in item.items(): + if key not in [self.partition_key, self.sort_key]: + assert key in decrypted_item, f"Missing attribute {key} in decrypted item" + decrypted_value = decrypted_item[key] + assert ( + decrypted_value == original_value + ), f"Attribute {key} not properly decrypted: {decrypted_value} != {original_value}" + + # For decrypt: only report encrypted size + benchmark.extra_info.update( + { + "data_type": data_type, + "original_size_bytes": original_size, + "encrypted_size_bytes": encrypted_size, + "size_increase_ratio": encrypted_size / original_size if original_size > 0 else 0, + } + ) diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/__init__.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/__init__.py new file mode 100644 index 000000000..f5c3927b5 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/__init__.py @@ -0,0 +1 @@ +"""DB-ESDK v4 Performance Tests.""" diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/aws_kms_keyring_test.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/aws_kms_keyring_test.py new file mode 100644 index 000000000..aac61e69f --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/aws_kms_keyring_test.py @@ -0,0 +1,59 @@ +"""Performance tests for DB-ESDK v4 with AWS KMS Keyring using EncryptedClient.""" + +import pytest +from aws_cryptographic_material_providers.mpl import AwsCryptographicMaterialProviders +from aws_cryptographic_material_providers.mpl.config import MaterialProvidersConfig +from aws_cryptographic_material_providers.mpl.models import CreateAwsKmsMrkMultiKeyringInput +from aws_cryptographic_material_providers.mpl.references import IKeyring + +from ..test_constants import KMS_KEY_ARN, TEST_DATA_CATEGORIES +from .test_base import V4PerformanceTestBase + + +class V4AWSKMSKeyring(V4PerformanceTestBase): + """DB-ESDK v4 with AWS KMS Keyring using EncryptedClient.""" + + def _create_keyring(self) -> IKeyring: + """Create the AWS KMS Keyring as shown in basic_put_get_example.""" + # Create Material Providers instance + mat_prov = AwsCryptographicMaterialProviders(config=MaterialProvidersConfig()) + + # Create AWS KMS MRK Multi Keyring input + # We use the CreateMrkMultiKeyring method as it correctly handles both + # single region and Multi-Region KMS Keys + kms_mrk_multi_keyring_input = CreateAwsKmsMrkMultiKeyringInput( + generator=KMS_KEY_ARN, + ) + + # Create and return the keyring + return mat_prov.create_aws_kms_mrk_multi_keyring(input=kms_mrk_multi_keyring_input) + + +# Create a singleton instance +_test_instance = None + + +def get_test_instance(): + """Get or create the test instance.""" + global _test_instance + if _test_instance is None: + _test_instance = V4AWSKMSKeyring() + return _test_instance + + +@pytest.mark.benchmark(group="v4-kms-encrypt") +@pytest.mark.v4 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_encrypt_performance(benchmark, data_type): + """Test encryption performance with AWS KMS Keyring.""" + instance = get_test_instance() + instance.benchmark_encrypt(benchmark, data_type) + + +@pytest.mark.benchmark(group="v4-kms-decrypt") +@pytest.mark.v4 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_decrypt_performance(benchmark, data_type): + """Test decryption performance with AWS KMS Keyring.""" + instance = get_test_instance() + instance.benchmark_decrypt(benchmark, data_type) diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/hierarchy_keyring_test.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/hierarchy_keyring_test.py new file mode 100644 index 000000000..3e53d8495 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/hierarchy_keyring_test.py @@ -0,0 +1,147 @@ +"""Performance tests for DB-ESDK v4 with Hierarchy Keyring using EncryptedClient.""" + +import boto3 +import pytest +from aws_cryptographic_material_providers.keystore.client import KeyStore +from aws_cryptographic_material_providers.keystore.config import KeyStoreConfig +from aws_cryptographic_material_providers.keystore.models import ( + CreateKeyInput, + KMSConfigurationKmsKeyArn, +) +from aws_cryptographic_material_providers.mpl import AwsCryptographicMaterialProviders +from aws_cryptographic_material_providers.mpl.config import MaterialProvidersConfig +from aws_cryptographic_material_providers.mpl.models import ( + CacheTypeDefault, + CreateAwsKmsHierarchicalKeyringInput, + DefaultCache, +) +from aws_cryptographic_material_providers.mpl.references import IKeyring +from aws_dbesdk_dynamodb.smithygenerated.aws_cryptography_dbencryptionsdk_dynamodb.client import ( + DynamoDbEncryption, +) +from aws_dbesdk_dynamodb.smithygenerated.aws_cryptography_dbencryptionsdk_dynamodb.config import ( + DynamoDbEncryptionConfig, +) +from aws_dbesdk_dynamodb.smithygenerated.aws_cryptography_dbencryptionsdk_dynamodb.references import ( + IDynamoDbKeyBranchKeyIdSupplier, +) +from aws_dbesdk_dynamodb.structures.dynamodb import ( + CreateDynamoDbEncryptionBranchKeyIdSupplierInput, + GetBranchKeyIdFromDdbKeyInput, + GetBranchKeyIdFromDdbKeyOutput, +) + +from ..test_constants import KMS_KEY_ARN, TEST_DATA_CATEGORIES +from .test_base import V4PerformanceTestBase + + +class PerformanceBranchKeyIdSupplier(IDynamoDbKeyBranchKeyIdSupplier): + """Branch Key ID Supplier for performance testing .""" + + def __init__(self, tenant1_branch_key_id: str, tenant2_branch_key_id: str): + """Initialize with branch key IDs for two tenants.""" + self.tenant1_branch_key_id = tenant1_branch_key_id + self.tenant2_branch_key_id = tenant2_branch_key_id + + def get_branch_key_id_from_ddb_key(self, param: GetBranchKeyIdFromDdbKeyInput) -> GetBranchKeyIdFromDdbKeyOutput: + """Get branch key ID based on partition key .""" + key = param.ddb_key + + if "partition_key" not in key: + raise ValueError("Item invalid, does not contain expected partition key attribute.") + + tenant_key_id = key["partition_key"]["S"] + + # if partition_key equals TEST_PK, use tenant1, otherwise tenant2 + if tenant_key_id == "test_pk": + branch_key_id = self.tenant1_branch_key_id + else: + branch_key_id = self.tenant2_branch_key_id + + return GetBranchKeyIdFromDdbKeyOutput(branch_key_id=branch_key_id) + + +class V4HierarchyKeyring(V4PerformanceTestBase): + """DB-ESDK v4 with Hierarchy Keyring using EncryptedClient .""" + + def __init__(self): + """Initialize with keystore setup.""" + super().__init__() + + def _create_keyring(self) -> IKeyring: + """Create the Hierarchy Keyring .""" + # 1. Create KeyStore configuration + keystore = KeyStore( + config=KeyStoreConfig( + ddb_client=boto3.client("dynamodb", region_name="us-west-2"), + ddb_table_name="KeyStoreTestTable", + logical_key_store_name="KeyStoreTestTable", + kms_client=boto3.client("kms", region_name="us-west-2"), + kms_configuration=KMSConfigurationKmsKeyArn(KMS_KEY_ARN), + ) + ) + + # # 2. Create KeyStore and branch keys + # try: + # keystore.create_key_store(input=CreateKeyStoreInput()) + # except Exception: + # # KeyStore might already exist - continue + # pass + # # Create two branch keys for tenants + # tenant1_branch_key = keystore.create_key(CreateKeyInput()).branch_key_identifier + # tenant2_branch_key = keystore.create_key(CreateKeyInput()).branch_key_identifier + + # 2. Re-use two branch keys for tenants + tenant1_branch_key = "247b2cf7-6db9-47b3-a6de-7c1fbad88cc8" + tenant2_branch_key = "28115a523-e1d4-477f-9b3e-774fbb799ac7" + + # 3. Create DynamoDbEncryption and BranchKeyIdSupplier + ddb_enc = DynamoDbEncryption(config=DynamoDbEncryptionConfig()) + + branch_key_id_supplier = ddb_enc.create_dynamo_db_encryption_branch_key_id_supplier( + input=CreateDynamoDbEncryptionBranchKeyIdSupplierInput( + ddb_key_branch_key_id_supplier=PerformanceBranchKeyIdSupplier(tenant1_branch_key, tenant2_branch_key) + ) + ).branch_key_id_supplier + + # 4. Create Hierarchical Keyring + mat_prov = AwsCryptographicMaterialProviders(config=MaterialProvidersConfig()) + + keyring_input = CreateAwsKmsHierarchicalKeyringInput( + key_store=keystore, + branch_key_id_supplier=branch_key_id_supplier, + ttl_seconds=60, + cache=CacheTypeDefault(value=DefaultCache(entry_capacity=100)), # Same maxCacheSize=100 + ) + + return mat_prov.create_aws_kms_hierarchical_keyring(input=keyring_input) + + +# Create a singleton instance +_test_instance = None + + +def get_test_instance(): + """Get or create the test instance.""" + global _test_instance + if _test_instance is None: + _test_instance = V4HierarchyKeyring() + return _test_instance + + +@pytest.mark.benchmark(group="v4-hierarchy-encrypt") +@pytest.mark.v4 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_encrypt_performance(benchmark, data_type): + """Test encryption performance with Hierarchy Keyring.""" + instance = get_test_instance() + instance.benchmark_encrypt(benchmark, data_type) + + +@pytest.mark.benchmark(group="v4-hierarchy-decrypt") +@pytest.mark.v4 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_decrypt_performance(benchmark, data_type): + """Test decryption performance with Hierarchy Keyring.""" + instance = get_test_instance() + instance.benchmark_decrypt(benchmark, data_type) diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/raw_aes_keyring_test.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/raw_aes_keyring_test.py new file mode 100644 index 000000000..42b0dc3e6 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/raw_aes_keyring_test.py @@ -0,0 +1,63 @@ +"""Performance tests for DB-ESDK v4 with Raw AES Keyring using EncryptedClient.""" + +import pytest +from aws_cryptographic_material_providers.mpl import AwsCryptographicMaterialProviders +from aws_cryptographic_material_providers.mpl.config import MaterialProvidersConfig +from aws_cryptographic_material_providers.mpl.models import ( + AesWrappingAlg, + CreateRawAesKeyringInput, +) +from aws_cryptographic_material_providers.mpl.references import IKeyring + +from ..test_constants import AES_256_KEY_MATERIAL, TEST_DATA_CATEGORIES +from .test_base import V4PerformanceTestBase + + +class V4RawAESKeyring(V4PerformanceTestBase): + """DB-ESDK v4 with Raw AES Keyring using EncryptedClient.""" + + def _create_keyring(self) -> IKeyring: + """Create the Raw AES Keyring as shown in raw_aes_keyring_example.""" + # Create Material Providers instance + mat_prov = AwsCryptographicMaterialProviders(config=MaterialProvidersConfig()) + + # Create Raw AES Keyring input matching the example + keyring_input = CreateRawAesKeyringInput( + key_name="my-aes-key-name", + key_namespace="my-key-namespace", + wrapping_key=AES_256_KEY_MATERIAL, + wrapping_alg=AesWrappingAlg.ALG_AES256_GCM_IV12_TAG16, + ) + + # Create and return the keyring + return mat_prov.create_raw_aes_keyring(input=keyring_input) + + +# Create a singleton instance +_test_instance = None + + +def get_test_instance(): + """Get or create the test instance.""" + global _test_instance + if _test_instance is None: + _test_instance = V4RawAESKeyring() + return _test_instance + + +@pytest.mark.benchmark(group="v4-raw-aes-encrypt") +@pytest.mark.v4 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_encrypt_performance(benchmark, data_type): + """Test encryption performance with Raw AES Keyring.""" + instance = get_test_instance() + instance.benchmark_encrypt(benchmark, data_type) + + +@pytest.mark.benchmark(group="v4-raw-aes-decrypt") +@pytest.mark.v4 +@pytest.mark.parametrize("data_type", TEST_DATA_CATEGORIES) +def test_decrypt_performance(benchmark, data_type): + """Test decryption performance with Raw AES Keyring.""" + instance = get_test_instance() + instance.benchmark_decrypt(benchmark, data_type) diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/test_base.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/test_base.py new file mode 100644 index 000000000..4f89e79b7 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/test_base.py @@ -0,0 +1,240 @@ +"""Base class for DB-ESDK v4 performance tests using direct encryption methods.""" + +import json +import sys +from abc import ABC, abstractmethod +from pathlib import Path +from typing import Any, Dict + +import boto3 +from aws_cryptographic_material_providers.mpl.references import IKeyring +from aws_dbesdk_dynamodb.encrypted.item import ItemEncryptor +from aws_dbesdk_dynamodb.structures.item_encryptor import DynamoDbItemEncryptorConfig +from aws_dbesdk_dynamodb.structures.structured_encryption import CryptoAction +from aws_dbesdk_dynamodb.transform import ddb_to_dict + +# Add parent directory to path for imports +sys.path.insert(0, str(Path(__file__).parent.parent)) + +from ..test_constants import ( + FLAT_ATTRIBUTES_FILE, + NESTED_ATTRIBUTES_FILE, + PARTITION_KEY, + SINGLE_ATTRIBUTE_FILE, + SORT_KEY, + TABLE_NAME, +) + + +class V4PerformanceTestBase(ABC): + """Base class for DB-ESDK v4 performance tests using direct encryption methods.""" + + def __init__(self): + """Initialize the test base.""" + self.table_name = TABLE_NAME + self.partition_key = PARTITION_KEY + self.sort_key = SORT_KEY + + # Load test data + self.test_data = self._load_test_data() + + # Create a real DynamoDB client (not used for actual AWS calls in performance tests) + self.dynamodb_client = boto3.client("dynamodb", region_name="us-west-2") + + # Create keyring + self.keyring = self._create_keyring() + + # Create attribute actions + self.attribute_actions = { + self.partition_key: CryptoAction.SIGN_ONLY, + self.sort_key: CryptoAction.SIGN_ONLY, + } + # Add all other attributes as ENCRYPT_AND_SIGN + for data_type, item in self.test_data.items(): + for key in item: + if key not in self.attribute_actions: + self.attribute_actions[key] = CryptoAction.ENCRYPT_AND_SIGN + + # Create the configuration for the DynamoDb Item Encryptor + table_config = DynamoDbItemEncryptorConfig( + logical_table_name=self.table_name, + partition_key_name=self.partition_key, + sort_key_name=self.sort_key, + attribute_actions_on_encrypt=self.attribute_actions, + keyring=self.keyring, + allowed_unsigned_attribute_prefix=":", + ) + + # Create the DynamoDb Item Encryptor + self.item_encryptor = ItemEncryptor(table_config) + + @abstractmethod + def _create_keyring(self) -> IKeyring: + """Create the keyring for this test.""" + pass + + def _load_test_data(self) -> Dict[str, Any]: + """Load test data from JSON files in DynamoDB format.""" + data = {} + + # Load single attribute data + with open(SINGLE_ATTRIBUTE_FILE, "r") as f: + single_data = json.load(f) + # Convert to DynamoDB format + ddb_item = {} + for k, v in single_data.items(): + if isinstance(v, str): + ddb_item[k] = {"S": v} + elif isinstance(v, (int, float)): + ddb_item[k] = {"N": str(v)} + elif isinstance(v, bool): + ddb_item[k] = {"BOOL": v} + elif isinstance(v, list): + ddb_item[k] = {"L": [self._convert_to_ddb_value(item) for item in v]} + elif isinstance(v, dict): + ddb_item[k] = {"M": {sk: self._convert_to_ddb_value(sv) for sk, sv in v.items()}} + data["single_attribute"] = ddb_item + + # Load nested attributes data + with open(NESTED_ATTRIBUTES_FILE, "r") as f: + nested_data = json.load(f) + data["nested_attributes"] = self._convert_to_ddb_format(nested_data) + + # Load flat attributes data + with open(FLAT_ATTRIBUTES_FILE, "r") as f: + flat_data = json.load(f) + data["flat_attributes"] = self._convert_to_ddb_format(flat_data) + + return data + + def _convert_to_ddb_value(self, value: Any) -> Dict[str, Any]: + """Convert a Python value to DynamoDB format.""" + if isinstance(value, str): + return {"S": value} + elif isinstance(value, (int, float)): + return {"N": str(value)} + elif isinstance(value, bool): + return {"BOOL": value} + elif isinstance(value, list): + return {"L": [self._convert_to_ddb_value(item) for item in value]} + elif isinstance(value, dict): + return {"M": {k: self._convert_to_ddb_value(v) for k, v in value.items()}} + else: + return {"S": str(value)} + + def _convert_to_ddb_format(self, item: Dict[str, Any]) -> Dict[str, Any]: + """Convert a Python dict to DynamoDB format.""" + return {k: self._convert_to_ddb_value(v) for k, v in item.items()} + + def get_test_item(self, data_type: str) -> Dict[str, Any]: + """Get a test item for the specified data type.""" + if data_type not in self.test_data: + raise ValueError(f"Unknown data type: {data_type}") + item = self.test_data[data_type].copy() + + # Add partition and sort keys + item[self.partition_key] = {"S": "test_pk"} + item[self.sort_key] = {"S": "test_sk"} + + return item + + def encrypt_item(self, item: Dict[str, Any]) -> Dict[str, Any]: + """Encrypt a DynamoDB item directly - REAL encryption only.""" + # Access the internal item encryptor from the encrypted client + encrypted_output = self.item_encryptor.encrypt_dynamodb_item(item) + return encrypted_output.encrypted_item + + def _verify_encryption(self, original_item: Dict[str, Any], encrypted_item: Dict[str, Any]) -> None: + """Verify that real encryption occurred.""" + # 1. Verify that encrypted item has signature attribute + signature_found = False + for key in encrypted_item.keys(): + if "sig" in key.lower() or "head" in key.lower() or "foot" in key.lower() or "aws_dbe" in key.lower(): + signature_found = True + break + + assert signature_found, "Encrypted item missing signature attribute - real encryption failed" + + # 2. Verify that encrypted attributes are different from original + for key, original_value in original_item.items(): + if key not in [self.partition_key, self.sort_key]: + if key in encrypted_item: + encrypted_value = encrypted_item[key] + assert encrypted_value != original_value, f"Attribute {key} not encrypted - real encryption failed" + + # 3. Verify encrypted item is larger (has signature and encrypted data) + original_size = len(str(original_item)) + encrypted_size = len(str(encrypted_item)) + assert encrypted_size > original_size, f"Encrypted item not larger than original - real encryption failed" + + def decrypt_item(self, encrypted_item: Dict[str, Any]) -> Dict[str, Any]: + """Decrypt a DynamoDB item directly - REAL decryption only.""" + # Access the internal item encryptor from the encrypted client + decrypted_output = self.item_encryptor.decrypt_dynamodb_item(encrypted_item) + return decrypted_output.plaintext_item + + def calculate_item_size(self, item: Dict[str, Any]) -> int: + """Calculate the size of a DynamoDB item in bytes.""" + # Convert the item to JSON and calculate size + item_json = json.dumps(item, default=str) + return len(item_json.encode("utf-8")) + + def benchmark_encrypt(self, benchmark, data_type: str): + """Benchmark encryption performance.""" + item = self.get_test_item(data_type) + + def encrypt(): + return self.encrypt_item(item) + + encrypted_item = benchmark(encrypt) + self._verify_encryption(item, encrypted_item) + + # For encrypt: only report original (plaintext) size + original_size = self.calculate_item_size(item) + encrypted_size = self.calculate_item_size(encrypted_item) + + benchmark.extra_info.update( + { + "data_type": data_type, + "original_size_bytes": original_size, + "encrypted_size_bytes": encrypted_size, + "size_increase_ratio": encrypted_size / original_size if original_size > 0 else 0, + } + ) + + def benchmark_decrypt(self, benchmark, data_type: str): + """Benchmark decryption performance.""" + item = self.get_test_item(data_type) + encrypted_item = self.encrypt_item(item) + + # Calculate sizes before decryption + original_size = self.calculate_item_size(item) + encrypted_size = self.calculate_item_size(encrypted_item) + + def decrypt(): + return self.decrypt_item(encrypted_item) + + decrypted_item = benchmark(decrypt) + + # Verify decryption worked correctly - comprehensive verification + assert decrypted_item[self.partition_key] == item[self.partition_key] + assert decrypted_item[self.sort_key] == item[self.sort_key] + + # Verify that encrypted attributes were properly decrypted (back to original) + for key, original_value in item.items(): + if key not in [self.partition_key, self.sort_key]: + assert key in decrypted_item, f"Missing attribute {key} in decrypted item" + decrypted_value = decrypted_item[key] + assert ( + decrypted_value == original_value + ), f"Attribute {key} not properly decrypted: {decrypted_value} != {original_value}" + + # For decrypt: only report encrypted size + benchmark.extra_info.update( + { + "data_type": data_type, + "original_size_bytes": original_size, + "encrypted_size_bytes": encrypted_size, + "size_increase_ratio": encrypted_size / original_size if original_size > 0 else 0, + } + ) diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/tox.ini b/PerfTest/runtimes/python/DynamoDbEncryption/tox.ini new file mode 100644 index 000000000..cb032857f --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/tox.ini @@ -0,0 +1,42 @@ +[tox] +isolated_build = True +envlist = + py{311,312,313}-{v3,v4,all} + +[testenv:base-command] +commands = poetry run pytest -s -v -l {posargs} + +[testenv] +skip_install = true +allowlist_externals = poetry +passenv = AWS_* +commands_pre = + poetry lock + poetry install --with test --no-root +commands = + v3: {[testenv:base-command]commands} src/v3/ --benchmark-only -m v3 + v4: {[testenv:base-command]commands} src/v4/ --benchmark-only -m v4 + all: {[testenv:base-command]commands} src/ --benchmark-only + +[testenv:run-benchmarks] +commands_pre = + poetry lock + poetry install --with test --no-root +commands = poetry run python run_benchmarks.py {posargs} + +[testenv:lint] +commands_pre = + poetry lock + poetry install --with linting --no-root +commands = + poetry run black --check src/ + poetry run ruff check src/ + poetry run mypy src/ + +[testenv:format] +commands_pre = + poetry lock + poetry install --with linting --no-root +commands = + poetry run black src/ + poetry run ruff check --fix src/ From cc82ec672bbacc03e77513d43a98d82e9f4db3ee Mon Sep 17 00:00:00 2001 From: Darwin Chowdary <39110935+imabhichow@users.noreply.github.com> Date: Fri, 22 Aug 2025 09:28:36 -0700 Subject: [PATCH 9/9] singleton instance --- .../python/DynamoDbEncryption/pytest.ini | 4 +- .../DynamoDbEncryption/src/v3/test_base.py | 39 +++++++++---------- .../src/v4/aws_kms_keyring_test.py | 6 +-- .../src/v4/hierarchy_keyring_test.py | 9 +++-- .../DynamoDbEncryption/src/v4/test_base.py | 33 +++++++--------- .../python/DynamoDbEncryption/tox.ini | 7 ++++ 6 files changed, 49 insertions(+), 49 deletions(-) diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/pytest.ini b/PerfTest/runtimes/python/DynamoDbEncryption/pytest.ini index cf027ba37..8b5d78261 100644 --- a/PerfTest/runtimes/python/DynamoDbEncryption/pytest.ini +++ b/PerfTest/runtimes/python/DynamoDbEncryption/pytest.ini @@ -14,10 +14,10 @@ addopts = --benchmark-sort=name --benchmark-autosave --benchmark-save-data - --benchmark-min-rounds=3 - --benchmark-rounds=5 markers = benchmark: mark test as a benchmark test v3: mark test as DDBEC v3 specific v4: mark test as DB-ESDK v4 specific slow: mark test as slow running + item: mark test as using item encryptor methods + client: mark test as using EncryptedClient methods diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/test_base.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/test_base.py index 5fedb8936..e5d558e03 100644 --- a/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/test_base.py +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/test_base.py @@ -41,13 +41,21 @@ def __init__(self): # Create materials provider self.materials_provider = self._create_materials_provider() + attribute_actions={ + self.partition_key: CryptoAction.SIGN_ONLY, + self.sort_key: CryptoAction.SIGN_ONLY, + } + + # Add all other attributes as ENCRYPT_AND_SIGN + for data_type, item in self.test_data.items(): + for key in item: + if key not in attribute_actions: + attribute_actions[key] = CryptoAction.ENCRYPT_AND_SIGN + # Create attribute actions self.actions = AttributeActions( default_action=CryptoAction.ENCRYPT_AND_SIGN, - attribute_actions={ - self.partition_key: CryptoAction.DO_NOTHING, - self.sort_key: CryptoAction.DO_NOTHING, - }, + attribute_actions=attribute_actions, ) # Create encryption context @@ -75,20 +83,7 @@ def _load_test_data(self) -> Dict[str, Any]: # Load single attribute data with open(SINGLE_ATTRIBUTE_FILE, "r") as f: single_data = json.load(f) - # Convert to DynamoDB format - ddb_item = {} - for k, v in single_data.items(): - if isinstance(v, str): - ddb_item[k] = {"S": v} - elif isinstance(v, (int, float)): - ddb_item[k] = {"N": str(v)} - elif isinstance(v, bool): - ddb_item[k] = {"BOOL": v} - elif isinstance(v, list): - ddb_item[k] = {"L": [self._convert_to_ddb_value(item) for item in v]} - elif isinstance(v, dict): - ddb_item[k] = {"M": {sk: self._convert_to_ddb_value(sv) for sk, sv in v.items()}} - data["single_attribute"] = ddb_item + data["single_attribute"] = self._convert_to_ddb_format(single_data) # Load nested attributes data with open(NESTED_ATTRIBUTES_FILE, "r") as f: @@ -183,7 +178,9 @@ def benchmark_encrypt(self, benchmark, data_type: str): def encrypt(): return self.encrypt_item(item) - encrypted_item = benchmark(encrypt) + # Run the encryption benchmark in pedantic mode, which disables calibration + # and runs exactly 10 iterations per round for 5 rounds (50 total executions) + encrypted_item = benchmark.pedantic(encrypt, iterations=10, rounds=5) # Verify encryption actually worked self._verify_encryption(item, encrypted_item) @@ -227,7 +224,9 @@ def benchmark_decrypt(self, benchmark, data_type: str): def decrypt(): return self.decrypt_item(encrypted_item) - decrypted_item = benchmark(decrypt) + # Run the decryption benchmark in pedantic mode, which disables calibration + # and runs exactly 10 iterations per round for 5 rounds (50 total executions) + decrypted_item = benchmark.pedantic(decrypt, iterations=10, rounds=5) # Verify decryption worked correctly - comprehensive verification assert decrypted_item[self.partition_key] == item[self.partition_key] diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/aws_kms_keyring_test.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/aws_kms_keyring_test.py index aac61e69f..c6427ffa1 100644 --- a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/aws_kms_keyring_test.py +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/aws_kms_keyring_test.py @@ -1,5 +1,5 @@ """Performance tests for DB-ESDK v4 with AWS KMS Keyring using EncryptedClient.""" - +import boto3 import pytest from aws_cryptographic_material_providers.mpl import AwsCryptographicMaterialProviders from aws_cryptographic_material_providers.mpl.config import MaterialProvidersConfig @@ -11,7 +11,7 @@ class V4AWSKMSKeyring(V4PerformanceTestBase): - """DB-ESDK v4 with AWS KMS Keyring using EncryptedClient.""" + """DB-ESDK v4 with AWS KMS Keyring.""" def _create_keyring(self) -> IKeyring: """Create the AWS KMS Keyring as shown in basic_put_get_example.""" @@ -31,7 +31,7 @@ def _create_keyring(self) -> IKeyring: # Create a singleton instance _test_instance = None - +_kms_client = boto3.client("kms") def get_test_instance(): """Get or create the test instance.""" diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/hierarchy_keyring_test.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/hierarchy_keyring_test.py index 3e53d8495..1735b7a17 100644 --- a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/hierarchy_keyring_test.py +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/hierarchy_keyring_test.py @@ -62,7 +62,7 @@ def get_branch_key_id_from_ddb_key(self, param: GetBranchKeyIdFromDdbKeyInput) - class V4HierarchyKeyring(V4PerformanceTestBase): - """DB-ESDK v4 with Hierarchy Keyring using EncryptedClient .""" + """DB-ESDK v4 with Hierarchy Keyring.""" def __init__(self): """Initialize with keystore setup.""" @@ -73,10 +73,10 @@ def _create_keyring(self) -> IKeyring: # 1. Create KeyStore configuration keystore = KeyStore( config=KeyStoreConfig( - ddb_client=boto3.client("dynamodb", region_name="us-west-2"), + ddb_client=_ddb_client, ddb_table_name="KeyStoreTestTable", logical_key_store_name="KeyStoreTestTable", - kms_client=boto3.client("kms", region_name="us-west-2"), + kms_client=_kms_client, kms_configuration=KMSConfigurationKmsKeyArn(KMS_KEY_ARN), ) ) @@ -119,7 +119,8 @@ def _create_keyring(self) -> IKeyring: # Create a singleton instance _test_instance = None - +_kms_client = boto3.client("kms", region_name="us-west-2") +_ddb_client = boto3.client("dynamodb", region_name="us-west-2") def get_test_instance(): """Get or create the test instance.""" diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/test_base.py b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/test_base.py index 4f89e79b7..a1257a059 100644 --- a/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/test_base.py +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/test_base.py @@ -8,10 +8,10 @@ import boto3 from aws_cryptographic_material_providers.mpl.references import IKeyring +from aws_cryptographic_material_providers.mpl.models import DBEAlgorithmSuiteId from aws_dbesdk_dynamodb.encrypted.item import ItemEncryptor from aws_dbesdk_dynamodb.structures.item_encryptor import DynamoDbItemEncryptorConfig from aws_dbesdk_dynamodb.structures.structured_encryption import CryptoAction -from aws_dbesdk_dynamodb.transform import ddb_to_dict # Add parent directory to path for imports sys.path.insert(0, str(Path(__file__).parent.parent)) @@ -38,9 +38,6 @@ def __init__(self): # Load test data self.test_data = self._load_test_data() - # Create a real DynamoDB client (not used for actual AWS calls in performance tests) - self.dynamodb_client = boto3.client("dynamodb", region_name="us-west-2") - # Create keyring self.keyring = self._create_keyring() @@ -63,6 +60,15 @@ def __init__(self): attribute_actions_on_encrypt=self.attribute_actions, keyring=self.keyring, allowed_unsigned_attribute_prefix=":", + # Specifying an algorithm suite is not required, + # but is done here to demonstrate how to do so. + # We suggest using the + # `ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_ECDSA_P384_SYMSIG_HMAC_SHA384` suite, + # which includes AES-GCM with key derivation, signing, and key commitment. + # This is also the default algorithm suite if one is not specified in this config. + # For more information on supported algorithm suites, see: + # https://docs.aws.amazon.com/database-encryption-sdk/latest/devguide/supported-algorithms.html + algorithm_suite_id=DBEAlgorithmSuiteId.ALG_AES_256_GCM_HKDF_SHA512_COMMIT_KEY_SYMSIG_HMAC_SHA384, ) # Create the DynamoDb Item Encryptor @@ -80,20 +86,7 @@ def _load_test_data(self) -> Dict[str, Any]: # Load single attribute data with open(SINGLE_ATTRIBUTE_FILE, "r") as f: single_data = json.load(f) - # Convert to DynamoDB format - ddb_item = {} - for k, v in single_data.items(): - if isinstance(v, str): - ddb_item[k] = {"S": v} - elif isinstance(v, (int, float)): - ddb_item[k] = {"N": str(v)} - elif isinstance(v, bool): - ddb_item[k] = {"BOOL": v} - elif isinstance(v, list): - ddb_item[k] = {"L": [self._convert_to_ddb_value(item) for item in v]} - elif isinstance(v, dict): - ddb_item[k] = {"M": {sk: self._convert_to_ddb_value(sv) for sk, sv in v.items()}} - data["single_attribute"] = ddb_item + data["single_attribute"] = self._convert_to_ddb_format(single_data) # Load nested attributes data with open(NESTED_ATTRIBUTES_FILE, "r") as f: @@ -186,7 +179,7 @@ def benchmark_encrypt(self, benchmark, data_type: str): def encrypt(): return self.encrypt_item(item) - encrypted_item = benchmark(encrypt) + encrypted_item = benchmark.pedantic(encrypt, iterations=10, rounds=5) self._verify_encryption(item, encrypted_item) # For encrypt: only report original (plaintext) size @@ -214,7 +207,7 @@ def benchmark_decrypt(self, benchmark, data_type: str): def decrypt(): return self.decrypt_item(encrypted_item) - decrypted_item = benchmark(decrypt) + decrypted_item = benchmark.pedantic(decrypt, iterations=10, rounds=5) # Verify decryption worked correctly - comprehensive verification assert decrypted_item[self.partition_key] == item[self.partition_key] diff --git a/PerfTest/runtimes/python/DynamoDbEncryption/tox.ini b/PerfTest/runtimes/python/DynamoDbEncryption/tox.ini index cb032857f..8a75589a3 100644 --- a/PerfTest/runtimes/python/DynamoDbEncryption/tox.ini +++ b/PerfTest/runtimes/python/DynamoDbEncryption/tox.ini @@ -2,6 +2,7 @@ isolated_build = True envlist = py{311,312,313}-{v3,v4,all} + benchmark [testenv:base-command] commands = poetry run pytest -s -v -l {posargs} @@ -18,6 +19,12 @@ commands = v4: {[testenv:base-command]commands} src/v4/ --benchmark-only -m v4 all: {[testenv:base-command]commands} src/ --benchmark-only +[testenv:benchmark] +commands_pre = + poetry lock + poetry install --with test --no-root +commands = poetry run pytest src/ --benchmark-only -m "{posargs:item}" + [testenv:run-benchmarks] commands_pre = poetry lock