更轻松的 DynamoDB 本地测试

Question

I'm using DynamoDB local for unit testing. It's not bad, but has some drawbacks. Specifically:

• You have to somehow start the server before your tests run
• The server isn't started and stopped before each test so tests become inter-dependent unless you add code to delete all tables, etc. after each test
• All developers need to have it installed

What I want to do is something like put the DynamoDB local jar, and the other jars upon which it depends, in my test/resources directory (I'm writing in Java). Then before each test I'd start it up, running with -inMemory , and after the test I'd stop it. That way anyone pulling down the git repo gets a copy of everything they need to run the tests and each test is independent of the others.

I have found a way to make this work, but it's ugly, so I'm looking for alternatives. The solution I have is to put a.zip file of the DynamoDB local stuff in test/resources , then in the @Before method, I'd extract it to some temporary directory and start a new java process to execute it. That works, but it's ugly and has some drawbacks:

• Everyone needs the java executable on their $PATH
• I have to unpack a zip to the local disk. Using local disk is often dicey for testing, especially with continuous builds and such.
• I have to spawn a process and wait for it to start for each unit test, and then kill that process after each test. Besides being slow, the potential for left-over processes seems ugly.

It seems like there should be an easier way. DynamoDB Local is, after all, just Java code. Can't I somehow ask the JVM to fork itself and look inside the resources to build a classpath? Or, even better, can't I just call the main method of DynamoDB Local from some other thread so this all happens in a single process? Any ideas?

PS: I am aware of Alternator, but it appears to have other drawbacks so I'm inclined to stick with Amazon's supported solution if I can make it work.

Answer 1

In order to use DynamoDBLocal you need to follow these steps.

1. Get Direct DynamoDBLocal Dependency
2. Get Native SQLite4Java dependencies
3. Set sqlite4java.library.path to show native libraries

1. Get Direct DynamoDBLocal Dependency

This one is the easy one. You need this repository as explained here .

<!--Dependency:-->
<dependencies>
    <dependency>
        <groupId>com.amazonaws</groupId>
        <artifactId>DynamoDBLocal</artifactId>
        <version>1.11.0.1</version>
        <scope></scope>
    </dependency>
</dependencies>
<!--Custom repository:-->
<repositories>
    <repository>
        <id>dynamodb-local</id>
        <name>DynamoDB Local Release Repository</name>
        <url>https://s3-us-west-2.amazonaws.com/dynamodb-local/release</url>
    </repository>
</repositories>

2. Get Native SQLite4Java dependencies

If you do not add these dependencies, your tests will fail with 500 internal error.

First, add these dependencies:

<dependency>
    <groupId>com.almworks.sqlite4java</groupId>
    <artifactId>sqlite4java</artifactId>
    <version>1.0.392</version>
    <scope>test</scope>
</dependency>
<dependency>
    <groupId>com.almworks.sqlite4java</groupId>
    <artifactId>sqlite4java-win32-x86</artifactId>
    <version>1.0.392</version>
    <type>dll</type>
    <scope>test</scope>
</dependency>
<dependency>
    <groupId>com.almworks.sqlite4java</groupId>
    <artifactId>sqlite4java-win32-x64</artifactId>
    <version>1.0.392</version>
    <type>dll</type>
    <scope>test</scope>
</dependency>
<dependency>
    <groupId>com.almworks.sqlite4java</groupId>
    <artifactId>libsqlite4java-osx</artifactId>
    <version>1.0.392</version>
    <type>dylib</type>
    <scope>test</scope>
</dependency>
<dependency>
    <groupId>com.almworks.sqlite4java</groupId>
    <artifactId>libsqlite4java-linux-i386</artifactId>
    <version>1.0.392</version>
    <type>so</type>
    <scope>test</scope>
</dependency>
<dependency>
    <groupId>com.almworks.sqlite4java</groupId>
    <artifactId>libsqlite4java-linux-amd64</artifactId>
    <version>1.0.392</version>
    <type>so</type>
    <scope>test</scope>
</dependency>

Then, add this plugin to get native dependencies to specific folder:

<build>
    <plugins>
        <plugin>
            <groupId>org.apache.maven.plugins</groupId>
            <artifactId>maven-dependency-plugin</artifactId>
            <version>2.10</version>
            <executions>
                <execution>
                    <id>copy</id>
                    <phase>test-compile</phase>
                    <goals>
                        <goal>copy-dependencies</goal>
                    </goals>
                    <configuration>
                        <includeScope>test</includeScope>
                        <includeTypes>so,dll,dylib</includeTypes>
                        <outputDirectory>${project.basedir}/native-libs</outputDirectory>
                    </configuration>
                </execution>
            </executions>
        </plugin>
    </plugins>
</build>

3. Set sqlite4java.library.path to show native libraries

As last step, you need to set sqlite4java.library.path system property to native-libs directory. It is OK to do that just before creating your local server.

System.setProperty("sqlite4java.library.path", "native-libs");

After these steps you can use DynamoDBLocal as you want. Here is a Junit rule that creates local server for that.

import com.amazonaws.auth.BasicAWSCredentials;
import com.amazonaws.services.dynamodbv2.AmazonDynamoDB;
import com.amazonaws.services.dynamodbv2.AmazonDynamoDBClient;
import com.amazonaws.services.dynamodbv2.local.main.ServerRunner;
import com.amazonaws.services.dynamodbv2.local.server.DynamoDBProxyServer;
import org.junit.rules.ExternalResource;

import java.io.IOException;
import java.net.ServerSocket;

/**
 * Creates a local DynamoDB instance for testing.
 */
public class LocalDynamoDBCreationRule extends ExternalResource {

    private DynamoDBProxyServer server;
    private AmazonDynamoDB amazonDynamoDB;

    public LocalDynamoDBCreationRule() {
        // This one should be copied during test-compile time. If project's basedir does not contains a folder
        // named 'native-libs' please try '$ mvn clean install' from command line first
        System.setProperty("sqlite4java.library.path", "native-libs");
    }

    @Override
    protected void before() throws Throwable {

        try {
            final String port = getAvailablePort();
            this.server = ServerRunner.createServerFromCommandLineArgs(new String[]{"-inMemory", "-port", port});
            server.start();
            amazonDynamoDB = new AmazonDynamoDBClient(new BasicAWSCredentials("access", "secret"));
            amazonDynamoDB.setEndpoint("http://localhost:" + port);
        } catch (Exception e) {
            throw new RuntimeException(e);
        }
    }

    @Override
    protected void after() {

        if (server == null) {
            return;
        }

        try {
            server.stop();
        } catch (Exception e) {
            throw new RuntimeException(e);
        }
    }

    public AmazonDynamoDB getAmazonDynamoDB() {
        return amazonDynamoDB;
    }

    private String getAvailablePort() {
        try (final ServerSocket serverSocket = new ServerSocket(0)) {
            return String.valueOf(serverSocket.getLocalPort());
        } catch (IOException e) {
            throw new RuntimeException("Available port was not found", e);
        }
    }
}

You can use this rule like this

@RunWith(JUnit4.class)
public class UserDAOImplTest {

    @ClassRule
    public static final LocalDynamoDBCreationRule dynamoDB = new LocalDynamoDBCreationRule();
}

Answer 2

You can use DynamoDB Local as a Maven test dependency in your test code, as is shown in this announcement . You can run over HTTP:

import com.amazonaws.services.dynamodbv2.local.main.ServerRunner;
import com.amazonaws.services.dynamodbv2.local.server.DynamoDBProxyServer;

final String[] localArgs = { "-inMemory" };
DynamoDBProxyServer server = ServerRunner.createServerFromCommandLineArgs(localArgs);
server.start();
AmazonDynamoDB dynamodb = new AmazonDynamoDBClient();
dynamodb.setEndpoint("http://localhost:8000");
dynamodb.listTables();
server.stop();

You can also run in embedded mode:

import com.amazonaws.services.dynamodbv2.local.embedded.DynamoDBEmbedded;

AmazonDynamoDB dynamodb = DynamoDBEmbedded.create();
dynamodb.listTables();

Answer 3

This is a restating of bhdrkn's answer for Gradle users (his is based on Maven). It's still the same three steps:

1. Get Direct DynamoDBLocal Dependency
2. Get Native SQLite4Java dependencies
3. Set sqlite4java.library.path to show native libraries

1. Get Direct DynamoDBLocal Dependency

Add to the dependencies section of your build.gradle file...

dependencies {
    testCompile "com.amazonaws:DynamoDBLocal:1.+"
}

2. Get Native SQLite4Java dependencies

The sqlite4java libraries will already be downloaded as a dependency of DynamoDBLocal, but the library files need to be copied to the right place. Add to your build.gradle file...

task copyNativeDeps(type: Copy) {
    from(configurations.compile + configurations.testCompile) {
        include '*.dll'
        include '*.dylib'
        include '*.so'
    }
    into 'build/libs'
}

3. Set sqlite4java.library.path to show native libraries

We need to tell Gradle to run copyNativeDeps for testing and tell sqlite4java where to find the files. Add to your build.gradle file...

test {
    dependsOn copyNativeDeps
    systemProperty "java.library.path", 'build/libs'
}

Answer 4

In August 2018 Amazon announced new Docker image with Amazon DynamoDB Local onboard. It does not require downloading and running any JARs as well as adding using third-party OS-specific binaries (I'm talking about sqlite4java ).

It is as simple as starting a Docker container before the tests:

docker run -p 8000:8000 amazon/dynamodb-local

You can do that manually for local development, as described above, or use it in your CI pipeline. Many CI services provide an ability to start additional containers during the pipeline that can provide dependencies for your tests. Here is an example for Gitlab CI/CD:

test:
  stage: test
  image: openjdk:8-alpine
  services:
    - name: amazon/dynamodb-local
      alias: dynamodb-local
  script:
    - DYNAMODB_LOCAL_URL=http://dynamodb-local:8000 ./gradlew clean test

Or Bitbucket Pipelines:

definitions:
  services:
    dynamodb-local:
      image: amazon/dynamodb-local
…
step:
  name: test
  image:
    name: openjdk:8-alpine
  services:
    - dynamodb-local
  script:
    - DYNAMODB_LOCAL_URL=http://localhost:8000 ./gradlew clean test

And so on. The idea is to move all the configuration you can see in other answers out of your build tool and provide the dependency externally. Think of it as of dependency injection / IoC but for the whole service, not just a single bean.

After you've started the container you can create a client pointing to it:

private AmazonDynamoDB createAmazonDynamoDB(final DynamoDBLocal configuration) {
    return AmazonDynamoDBClientBuilder
        .standard()
        .withEndpointConfiguration(
            new AwsClientBuilder.EndpointConfiguration(
                "http://localhost:8000",
                Regions.US_EAST_1.getName()
            )
        )
        .withCredentials(
            new AWSStaticCredentialsProvider(
                // DynamoDB Local works with any non-null credentials
                new BasicAWSCredentials("", "")
            )
        )
        .build();
}

Now to the original questions:

You have to somehow start the server before your tests run

You can just start it manually, or prepare a developsers' script for it. IDEs usually provide a way to run arbitrary commands before executing a task, so you can make IDE to start the container for you. I think that running something locally should not be a top priority in this case, but instead you should focus on configuring CI and let the developers start the container as it's comfortable to them.

The server isn't started and stopped before each test so tests become inter-dependent unless you add code to delete all tables, etc. after each test

That's trueee, but… You should not start and stop such heavyweight things and recreate tables before / after each test. DB tests are almost always inter-dependent and that's ok for them. Just use unique values for each test case (eg set item's hash key to ticket id / specific test case id you're working on). As for the seed data, I'd recommend moving it from the build tool and test code as well. Either make your own image with all the data you need or use AWS CLI to create tables and insert data. Follow the single responsibility principle and dependency injection principles: your test code must not do anything but tests. All the environment (tables and data in this case should be provided for them). Creating a table in a test is wrong, because in a real life that table already exist (unless you're testing a method that actually creates a table, of course).

All developers need to have it installed

Docker should be a must for every developer in 2018, so that's not a problem.

---

And if you're using JUnit 5, it can be a good idea to use a DynamoDB Local extension that will inject the client in your tests (yes, I'm doing a self-promotion):

1. Add JCenter repository to your build.

   pom.xml :

    <repositories> <repository> <snapshots> <enabled>false</enabled> </snapshots> <id>central</id> <name>bintray</name> <url>https://jcenter.bintray.com</url> </repository> </repositories>

   build.gradle

    repositories { jcenter() }

2. Add a dependency on by.dev.madhead.aws-junit5:dynamodb-v1

   pom.xml :

    <dependency> <groupId>by.dev.madhead.aws-junit5</groupId> <artifactId>dynamodb-v1</artifactId> <version>1.0.0</version> <scope>test</scope> </dependency>

   build.gradle

    dependencies { testImplementation("by.dev.madhead.aws-junit5:dynamodb-v1:1.0.0") }

3. Use the extension in your tests:

    @ExtendWith(DynamoDBLocalExtension.class) class MultipleInjectionsTest { @DynamoDBLocal( url = "http://dynamodb-local-1:8000" ) private AmazonDynamoDB first; @DynamoDBLocal( urlEnvironmentVariable = "DYNAMODB_LOCAL_URL" ) private AmazonDynamoDB second; @Test void test() { first.listTables(); second.listTables(); } }

Answer 5

I have wrapped the answers above into two JUnit rules that does not require changes to the build script as the rules handles the native library stuff. I did this as I found that Idea did not like the Gradle/Maven solutions as it just went off and did its own thing anyhoos.

This means the steps are:

• Get the AssortmentOfJUnitRules version 1.5.32 or above dependency
• Get the Direct DynamoDBLocal dependency
• Add the LocalDynamoDbRule or HttpDynamoDbRule to your JUnit test.

Maven:

<!--Dependency:-->
<dependencies>
    <dependency>
        <groupId>com.amazonaws</groupId>
        <artifactId>DynamoDBLocal</artifactId>
        <version>1.11.0.1</version>
        <scope>test</scope>
    </dependency>
    <dependency>
      <groupId>com.github.mlk</groupId>
      <artifactId>assortmentofjunitrules</artifactId>
      <version>1.5.36</version>
      <scope>test</scope>
    </dependency>
</dependencies>
<!--Custom repository:-->
<repositories>
    <repository>
        <id>dynamodb-local</id>
        <name>DynamoDB Local Release Repository</name>
        <url>https://s3-us-west-2.amazonaws.com/dynamodb-local/release</url>
    </repository>
</repositories>

Gradle:

repositories {
  mavenCentral()

   maven {
    url = "https://s3-us-west-2.amazonaws.com/dynamodb-local/release"
  }
}

dependencies {
    testCompile "com.github.mlk:assortmentofjunitrules:1.5.36"
    testCompile "com.amazonaws:DynamoDBLocal:1.+"
}

Code:

public class LocalDynamoDbRuleTest {
  @Rule
  public LocalDynamoDbRule ddb = new LocalDynamoDbRule();

  @Test
  public void test() {
    doDynamoStuff(ddb.getClient());
  }
}

Answer 6

It seems like there should be an easier way. DynamoDB Local is, after all, just Java code. Can't I somehow ask the JVM to fork itself and look inside the resources to build a classpath?

You can do something along these lines, but much simpler: programmatically search the classpath for the location of the native libraries, then set the sqlite4java.library.path property before starting DynamoDB. This is the approach implemented in tempest-testing , as well as in this answer ( code here) which is why they just work as pure library/classpath dependency and nothing more.

In my case needed access to DynamoDB outside of a JUnit extension, but I still wanted something self-contained in library code, so I extracted the approach it takes:

import com.amazonaws.services.dynamodbv2.local.embedded.DynamoDBEmbedded;
import com.amazonaws.services.dynamodbv2.local.shared.access.AmazonDynamoDBLocal;
import com.google.common.collect.MoreCollectors;
import java.io.File;
import java.util.Arrays;
import java.util.stream.Stream;
import org.junit.jupiter.api.condition.OS;

... 

  public AmazonDynamoDBLocal embeddedDynamoDb() {
    final OS os = Stream.of(OS.values()).filter(OS::isCurrentOs)
        .collect(MoreCollectors.onlyElement());
    final String prefix;
    switch (os) {
      case LINUX:
        prefix = "libsqlite4java-linux-amd64-";
        break;
      case MAC:
        prefix = "libsqlite4java-osx-";
        break;
      case WINDOWS:
        prefix = "sqlite4java-win32-x64-";
        break;
      default:
        throw new UnsupportedOperationException(os.toString());
    }
  
    System.setProperty("sqlite4java.library.path",
        Arrays.asList(System.getProperty("java.class.path").split(File.pathSeparator))
            .stream()
            .map(File::new)
            .filter(file -> file.getName().startsWith(prefix))
            .collect(MoreCollectors.onlyElement())
            .getParent());
    return DynamoDBEmbedded.create();
  }

Not had a chance to test on a lot of platforms, and the error handling could likely be improved.

It's a pity AWS haven't taken the time to make the library more friendly, as this could easily be done in the library code itself.

Answer 7

For unit testing at work I use Mockito, then just mock the AmazonDynamoDBClient. then mock out the returns using when. like the following:

when(mockAmazonDynamoDBClient.getItem(isA(GetItemRequest.class))).thenAnswer(new Answer<GetItemResult>() {
        @Override
        public GetItemResult answer(InvocationOnMock invocation) throws Throwable {
            GetItemResult result = new GetItemResult();
            result.setItem( testResultItem );
            return result;
        }
    });

not sure if that is what your looking for but that's how we do it.

Answer 8

Try out tempest-testing ! It ships a JUnit4 Rule and a JUnit5 Extension. It also supports both AWS SDK v1 and SDK v2.

Tempest provides a library for testing DynamoDB clients using DynamoDBLocal . It comes with two implementations:

• JVM: This is the preferred option, running a DynamoDBProxyServer backed by sqlite4java , which is available on most platforms .
• Docker: This runs dynamodb-local in a Docker container.

Feature matrix:

Feature	tempest-testing-jvm	tempest-testing-docker
Start up time	~1s	~10s
Memory usage	Less	More
Dependency	sqlite4java native library	Docker

To use tempest-testing , first add this library as a test dependency:

For AWS SDK 1.x:

dependencies {
  testImplementation "app.cash.tempest:tempest-testing-jvm:1.5.2"
  testImplementation "app.cash.tempest:tempest-testing-junit5:1.5.2"
}
// Or
dependencies {
  testImplementation "app.cash.tempest:tempest-testing-docker:1.5.2"
  testImplementation "app.cash.tempest:tempest-testing-junit5:1.5.2"
}

For AWS SDK 2.x:

dependencies {
  testImplementation "app.cash.tempest:tempest2-testing-jvm:1.5.2"
  testImplementation "app.cash.tempest:tempest2-testing-junit5:1.5.2"
}
// Or
dependencies {
  testImplementation "app.cash.tempest:tempest2-testing-docker:1.5.2"
  testImplementation "app.cash.tempest:tempest2-testing-junit5:1.5.2"
}

Then in tests annotated with @org.junit.jupiter.api.Test , you may add TestDynamoDb as a test extension . This extension spins up a DynamoDB server. It shares the server across tests and keeps it running until the process exits. It also manages test tables for you, recreating them before each test.

class MyTest {
  @RegisterExtension
  TestDynamoDb db = new TestDynamoDb.Builder(JvmDynamoDbServer.Factory.INSTANCE) // or DockerDynamoDbServer
      // `MusicItem` is annotated with `@DynamoDBTable`. Tempest recreates this table before each test.
      .addTable(TestTable.create(MusicItem.TABLE_NAME, MusicItem.class))
      .build();

  @Test
  public void test() {
    PutItemRequest request = // ...;
    // Talk to the local DynamoDB.
    db.dynamoDb().putItem(request);
  }

}

Answer 9

There are couple of node.js wrappers for DynamoDB Local. These allows to easily execute unit tests combining with task runners like gulp or grunt. Try dynamodb-localhost , dynamodb-local

Answer 10

In Hadoop we also use DynamoDBLocal for testing and debugging work. Please see how it's used there as example at: https://github.com/apache/hadoop/blob/HADOOP-13345/hadoop-tools/hadoop-aws/src/test/java/org/apache/hadoop/fs/s3a/s3guard/TestDynamoDBMetadataStore.java#L113

Answer 11

I have found that the amazon repo as no index file, so does not seem to function in a way that allows you to bring it in like this:

maven {
   url = "https://s3-us-west-2.amazonaws.com/dynamodb-local/release"
}

The only way I could get the dependencies to load is by downloading DynamoDbLocal as a jar and bringing it into my build script like this:

dependencies {
    ...
    runtime files('libs/DynamoDBLocal.jar')
    ...
}

Of course this means that all the SQLite and Jetty dependencies need to be brought in by hand - I'm still trying to get this right. If anyone knows of a reliable repo for DynamoDbLocal, I would really love to know.

Answer 12

You could also use this lightweight test container 'Dynalite'

https://www.testcontainers.org/modules/databases/dynalite/

From testcontainers:

Dynalite is a clone of DynamoDB, enabling local testing. It's light and quick to run.

Answer 13

Shortest solution with fix for sqlite4java.SQLiteException UnsatisfiedLinkError if it is a java/kotlin project built with gradle (a changed $PATH is not needed).

repositories {
    // ... other dependencies
    maven { url 'https://s3-us-west-2.amazonaws.com/dynamodb-local/release' } 
}

dependencies {
    testImplementation("com.amazonaws:DynamoDBLocal:1.13.6")
}

import org.gradle.internal.os.OperatingSystem
test {
    doFirst {
        // Fix for: UnsatisfiedLinkError -> provide a valid native lib path
        String nativePrefix = OperatingSystem.current().nativePrefix
        File nativeLib = sourceSets.test.runtimeClasspath.files.find {it.name.startsWith("libsqlite4java") && it.name.contains(nativePrefix) } as File
        systemProperty "sqlite4java.library.path", nativeLib.parent
    }
}

Straightforward usage in test classes ( src/test ):

private lateinit var db: AmazonDynamoDBLocal

@BeforeAll
fun runDb() { db = DynamoDBEmbedded.create() }

@AfterAll
fun shutdownDb() { db.shutdown() }

Answer 14

The DynamoDB Gradle dependency already includes the SQLite libraries. You can pretty easily instruct the Java runtime to use it in your Gradle build script. Here's my build.gradle.kts as an example:

import org.apache.tools.ant.taskdefs.condition.Os

plugins {
    application
}

repositories {
    mavenCentral()
    maven {
        url = uri("https://s3-us-west-2.amazonaws.com/dynamodb-local/release")
    }
}

dependencies {
    implementation("com.amazonaws:DynamoDBLocal:[1.12,2.0)")
}

fun getSqlitePath(): String? {
    val dirName = when {
        Os.isFamily(Os.FAMILY_MAC) -> "libsqlite4java-osx"
        Os.isFamily(Os.FAMILY_UNIX) -> "libsqlite4java-linux-amd64"
        Os.isFamily(Os.FAMILY_WINDOWS) -> "sqlite4java-win32-x64"
        else -> throw kotlin.Exception("DynamoDB emulator cannot run on this platform")
    }
    return project.configurations.runtimeClasspath.get().find { it.name.contains(dirName) }?.parent
}

application {
    mainClass.set("com.amazonaws.services.dynamodbv2.local.main.ServerRunner")
    applicationDefaultJvmArgs = listOf("-Djava.library.path=${getSqlitePath()}")
}

tasks.named<JavaExec>("run") {
    args("-inMemory")
}