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feat: Support CRaC and priming of powertools metrics and idempotency-dynamodb #1861
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# Automatic Priming for AWS Lambda Powertools Java | ||
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## Table of Contents | ||
- [Overview](#overview) | ||
- [Implementation Steps](#general-implementation-steps) | ||
- [Known Issues](#known-issues-and-solutions) | ||
- [Reference Implementation](#reference-implementation) | ||
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## Overview | ||
Priming is the process of preloading dependencies and initializing resources during the INIT phase, rather than during the INVOKE phase to further optimize startup performance with SnapStart. | ||
This is required because Java frameworks that use dependency injection load classes into memory when these classes are explicitly invoked, which typically happens during Lambda’s INVOKE phase. | ||
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This documentation provides guidance for automatic class priming in AWS Lambda Powertools Java modules. | ||
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## Implementation Steps | ||
Classes are proactively loaded using Java runtime hooks which are part of the open source CRaC (Coordinated Restore at Checkpoint) project. | ||
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This implementation uses this hook, called `beforeCheckpoint()`, to prime SnapStart-enabled Java functions via Class Priming. | ||
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In order to generate the `classloaded` files for Powertools java module, follow these general steps. | ||
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1. **Add Maven Profile** | ||
- Add maven test profile with the following VM argument for generating classes loaded files. | ||
```shell | ||
-Xlog:class+load=info:classesloaded.txt | ||
``` | ||
- You can find an example of this in profile `generate-classesloaded-file` in this [pom.xml](powertools-metrics/pom.xml). | ||
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2. **Generate classes loaded file** | ||
- Run tests with `-Pgenerate-classesloaded-file` profile. | ||
```shell | ||
mvn -Pgenerate-classesloaded-file clean test | ||
``` | ||
- This will generate a file named `classesloaded.txt` in the target directory of the module. | ||
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3. **Cleanup the file** | ||
- The classes loaded file generated in Step 2 has the format | ||
`[0.054s][info][class,load] java.lang.Object source: shared objects file` | ||
but we are only interested in `java.lang.Object` the fully qualified class name. | ||
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- To strip the lines to include only the fully qualified class name, | ||
Use the following regex to replace with empty string. | ||
- `^\[[\[\]0-9.a-z,]+ ` (to replace the left part) | ||
- `( source: )[0-9a-z :/._$-]+` (to replace the right part) | ||
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4. **Place the file** | ||
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- Move the cleanedup file containing to the corresponding resources directory of the module. See [example](powertools-metrics/src/resources/classesloaded.txt). | ||
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5. **Register and checkpoint** | ||
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- Register the CRaC Resource in the constructor of the main class. | ||
- Add the `beforeCheckpoint()` hook in the same class to invoke `ClassPreLoader.preloadClasses()`. | ||
- This will ensure that the classes are loaded during the INIT phase of the Lambda function. See [example](powertools-metrics/src/main/java/software/amazon/lambda/powertools/metrics/MetricsFactory.java) | ||
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## Known Issues | ||
- This is a manual process at the moment, but it can be automated in the future. | ||
- Because the file is generated while running tests, it includes test classes as well. | ||
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## Reference Implementation | ||
Working example is available in the [powertools-metrics](powertools-metrics/src/main/java/software/amazon/lambda/powertools/metrics/MetricsFactory.java). |
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/* | ||
* Copyright 2023 Amazon.com, Inc. or its affiliates. | ||
* 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 | ||
* http://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. | ||
* | ||
*/ | ||
package software.amazon.lambda.powertools.common.internal; | ||
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import java.io.BufferedReader; | ||
import java.io.IOException; | ||
import java.io.InputStream; | ||
import java.io.InputStreamReader; | ||
import java.nio.charset.StandardCharsets; | ||
import java.net.URL; | ||
import java.net.URLConnection; | ||
import java.util.Enumeration; | ||
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/** | ||
* Used to preload classes to support automatic priming for SnapStart | ||
*/ | ||
public class ClassPreLoader { | ||
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public static final String CLASSES_FILE = "classesloaded.txt"; | ||
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private ClassPreLoader() { | ||
// Hide default constructor | ||
} | ||
/** | ||
* Initializes the classes listed in the classesloaded resource | ||
*/ | ||
public static void preloadClasses() { | ||
try { | ||
Enumeration<URL> files = ClassPreLoader.class.getClassLoader().getResources(CLASSES_FILE); | ||
// If there are multiple files, preload classes from all of them | ||
while (files.hasMoreElements()) { | ||
URL url = files.nextElement(); | ||
URLConnection conn = url.openConnection(); | ||
conn.setUseCaches(false); | ||
InputStream is = conn.getInputStream(); | ||
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preloadClassesFromStream(is); | ||
} | ||
} catch (IOException ignored) { | ||
// No action is required if preloading fails for any reason | ||
} | ||
} | ||
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/** | ||
* Loads the list of classes passed as a stream | ||
* | ||
* @param is | ||
*/ | ||
private static void preloadClassesFromStream(InputStream is) { | ||
try (is; | ||
InputStreamReader isr = new InputStreamReader(is, StandardCharsets.UTF_8); | ||
BufferedReader reader = new BufferedReader(isr)) { | ||
String line; | ||
while ((line = reader.readLine()) != null) { | ||
int idx = line.indexOf('#'); | ||
if (idx != -1) { | ||
line = line.substring(0, idx); | ||
} | ||
final String className = line.stripTrailing(); | ||
if (!className.isBlank()) { | ||
Class.forName(className, true, ClassPreLoader.class.getClassLoader()); | ||
} | ||
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} | ||
} catch (Exception ignored) { | ||
// No action is required if preloading fails for any reason | ||
} | ||
} | ||
} |
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package software.amazon.lambda.powertools.common.internal; | ||
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import static org.junit.jupiter.api.Assertions.*; | ||
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import org.junit.jupiter.api.Test; | ||
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class ClassPreLoaderTest { | ||
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@Test | ||
void preloadClasses_shouldIgnoreInvalidClassesAndLoadValidClasses() { | ||
// Verify that the missing class did not throw any exception | ||
assertDoesNotThrow(ClassPreLoader::preloadClasses); | ||
} | ||
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} |
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software.amazon.lambda.powertools.common.internal.NonExistingClass |
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