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/.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..41b8b2aad --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/README.md @@ -0,0 +1,52 @@ +# 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. + +## 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. + +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 +... +``` + +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. + +## 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 diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts new file mode 100644 index 000000000..4af28423c --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/build.gradle.kts @@ -0,0 +1,132 @@ +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 java.awt.SystemColor.info +import java.nio.file.Files.delete + +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(17)) + 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 { + 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: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")) + 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") + + 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:2.15.0") + 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") +} + +tasks.withType() { + options.encoding = "UTF-8" +} + +gradle.taskGraph.whenReady { + delete { + file("build/results/").deleteRecursively() + } +} + +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 000000000..943f0cbfa Binary files /dev/null and b/PerfTest/runtimes/java/DynamoDbEncryption/gradle/wrapper/gradle-wrapper.jar differ diff --git a/PerfTest/runtimes/java/DynamoDbEncryption/gradle/wrapper/gradle-wrapper.properties b/PerfTest/runtimes/java/DynamoDbEncryption/gradle/wrapper/gradle-wrapper.properties new file mode 100644 index 000000000..f398c33c4 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/gradle/wrapper/gradle-wrapper.properties @@ -0,0 +1,6 @@ +distributionBase=GRADLE_USER_HOME +distributionPath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-7.6-bin.zip +networkTimeout=10000 +zipStoreBase=GRADLE_USER_HOME +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/TestConstants.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java new file mode 100644 index 000000000..c5240a0c9 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/TestConstants.java @@ -0,0 +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"; +} 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..f3a1d205e --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataFlat.java @@ -0,0 +1,46 @@ +package software.aws.cryptography.performance.itemencryptor.utils; + +import com.fasterxml.jackson.annotation.JsonInclude; +import com.fasterxml.jackson.databind.json.JsonMapper; +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(); + } +} 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..37064eb87 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/utils/GenerateDataNested.java @@ -0,0 +1,72 @@ +package software.aws.cryptography.performance.itemencryptor.utils; + +import com.fasterxml.jackson.annotation.JsonInclude; +import com.fasterxml.jackson.databind.json.JsonMapper; +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(); + } + + 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 new file mode 100644 index 000000000..c359e1a93 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AesKeyProviderTest.java @@ -0,0 +1,45 @@ +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 java.security.SecureRandom; +import javax.crypto.SecretKey; +import javax.crypto.spec.SecretKeySpec; + +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..5ab824e53 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/AwsKmsKeyProviderTest.java @@ -0,0 +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; + +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..c75903f17 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/MostRecentKeyProviderTest.java @@ -0,0 +1,70 @@ +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; +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; + +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..0bf7f5a37 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v2/TestBase.java @@ -0,0 +1,193 @@ +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; +import com.amazonaws.services.dynamodbv2.datamodeling.encryption.providers.EncryptionMaterialsProvider; +import com.amazonaws.services.dynamodbv2.model.AttributeValue; +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; +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; +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.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; + +@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", "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; + } + + @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 new file mode 100644 index 000000000..69a769f70 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/AwsKmsKeyringTest.java @@ -0,0 +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; + +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(); + } +} 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 new file mode 100644 index 000000000..21bb63520 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/HierarchyKeyringTest.java @@ -0,0 +1,230 @@ +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; +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.ReturnValue; +import software.amazon.awssdk.services.kms.KmsClient; +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; + +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(); + } +} 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..b8eeff268 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/LegacyConfigTest.java @@ -0,0 +1,143 @@ +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; +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; + +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() + ) + ) + ); + + 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 LegacyOverride legacyConfig = LegacyOverride + .builder() + .encryptor(DynamoDBEncryptor.getInstance(createLegacyMaterialProvider())) + .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) + .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; + } + + 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/v3/RawAesKeyringTest.java b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java new file mode 100644 index 000000000..e0a45ca36 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/RawAesKeyringTest.java @@ -0,0 +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; + +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 new file mode 100644 index 000000000..82171dd81 --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/java/software/aws/cryptography/performance/itemencryptor/v3/TestBase.java @@ -0,0 +1,226 @@ +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; +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; +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; +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.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.awssdk.services.dynamodb.model.AttributeValue; +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; + +@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", "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; + } + + @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 new file mode 100644 index 000000000..98caa4fce --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/flat_attributes.json @@ -0,0 +1,296 @@ +{ + "Attribute41": { + "b": 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+ } + } + } + } + } + } + } + } + } + } + } + } + } +} 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..71df9a99b --- /dev/null +++ b/PerfTest/runtimes/java/DynamoDbEncryption/src/main/resources/single_attribute.json @@ -0,0 +1,5 @@ +{ + "Attribute1": { + "b": 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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..8b5d78261 --- /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 +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/resources/flat_attributes.json b/PerfTest/runtimes/python/DynamoDbEncryption/resources/flat_attributes.json new file mode 100644 index 000000000..98caa4fce --- /dev/null +++ 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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..e5d558e03 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v3/test_base.py @@ -0,0 +1,252 @@ +"""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() + + 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=attribute_actions, + ) + + # 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) + data["single_attribute"] = self._convert_to_ddb_format(single_data) + + # 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) + + # 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) + 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) + + # 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] + 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..c6427ffa1 --- /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 boto3 +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.""" + + 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 +_kms_client = boto3.client("kms") + +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..1735b7a17 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/hierarchy_keyring_test.py @@ -0,0 +1,148 @@ +"""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.""" + + 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=_ddb_client, + ddb_table_name="KeyStoreTestTable", + logical_key_store_name="KeyStoreTestTable", + kms_client=_kms_client, + 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 +_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.""" + 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..a1257a059 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/src/v4/test_base.py @@ -0,0 +1,233 @@ +"""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_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 + +# 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 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=":", + # 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 + 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) + data["single_attribute"] = self._convert_to_ddb_format(single_data) + + # 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.pedantic(encrypt, iterations=10, rounds=5) + 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.pedantic(decrypt, iterations=10, rounds=5) + + # 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..8a75589a3 --- /dev/null +++ b/PerfTest/runtimes/python/DynamoDbEncryption/tox.ini @@ -0,0 +1,49 @@ +[tox] +isolated_build = True +envlist = + py{311,312,313}-{v3,v4,all} + benchmark + +[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: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 + 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/