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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 Powertools for AWS Lambda 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](https://openjdk.org/projects/crac/). | ||
Implementations across the project use the `beforeCheckpoint()` hook, to prime Snapstart-enabled Java functions via Class Priming. | ||
In order to generate the `classloaded.txt` file for a Java module in this project, 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 `generate-classesloaded-file` profile 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. | ||
- 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. **Add file to resources** | ||
- Move the cleaned-up file to the corresponding `src/main/resources` directory of the module. See [example](powertools-metrics/src/main/resources/classesloaded.txt). | ||
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5. **Register and checkpoint** | ||
- A class, usually the entry point of the module, should register the CRaC resource in the constructor. [Example](powertools-metrics/src/main/java/software/amazon/lambda/powertools/metrics/MetricsFactory.java) | ||
- Note that AspectJ aspect is not suitable for this purpose, as it does not work with CRaC. | ||
- Add the `beforeCheckpoint()` hook in the same class to invoke `ClassPreLoader.preloadClasses()`. The `ClassPreLoader` class is implemented in `powertools-common` module. | ||
- This will ensure that the classes are already pre-loaded by the Snapstart RESTORE operation leading to a shorter INIT duration. | ||
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## Known Issues | ||
- This is a manual process at the moment, but it can be automated in the future. | ||
- `classesloaded.txt` file includes test classes as well because the file is generated while running tests. This is not a problem because all the classes that are not found are ignored by `ClassPreLoader.preloadClasses()`. Also `beforeCheckpoint()` hook is not time-sensitive, it only runs once when a new Lambda version gets published. | ||
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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 final class ClassPreLoader { | ||
public static final String CLASSES_FILE = "classesloaded.txt"; | ||
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private ClassPreLoader() { | ||
// Hide default constructor | ||
} | ||
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/** | ||
* 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()) { | ||
loadClassIfFound(className); | ||
} | ||
} | ||
} catch (Exception ignored) { | ||
// No action is required if preloading fails for any reason | ||
} | ||
} | ||
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/** | ||
* Initializes the class with given name if found, ignores otherwise | ||
* | ||
* @param className | ||
*/ | ||
private static void loadClassIfFound(String className) { | ||
try { | ||
Class.forName(className, true, ClassPreLoader.class.getClassLoader()); | ||
} catch (ClassNotFoundException e) { | ||
// No action is required if the class with given name cannot be found | ||
} | ||
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} | ||
} |
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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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// Making this volatile so the Thread Context doesn't need any special handling | ||
static volatile boolean dummyClassLoaded = false; | ||
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/** | ||
* Dummy class to be loaded by ClassPreLoader in test. | ||
* <b>The class name is referenced in <i>powertools-common/src/test/resources/classesloaded.txt</i></b> | ||
* This class is used to verify that the ClassPreLoader can load valid classes. | ||
* The static block sets a flag to indicate that the class has been loaded. | ||
*/ | ||
static class DummyClass { | ||
static { | ||
dummyClassLoaded = true; | ||
} | ||
} | ||
@Test | ||
void preloadClasses_shouldIgnoreInvalidClassesAndLoadValidClasses() { | ||
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dummyClassLoaded = false; | ||
// powertools-common/src/test/resources/classesloaded.txt has a class that does not exist | ||
// Verify that the missing class did not throw any exception | ||
assertDoesNotThrow(ClassPreLoader::preloadClasses); | ||
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// When the classloaded.txt is a mixed bag of valid and invalid classes, Valid class must load | ||
assertTrue(dummyClassLoaded, "DummyClass should be loaded"); | ||
} | ||
} |
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software.amazon.lambda.powertools.common.internal.NonExistingClass | ||
software.amazon.lambda.powertools.common.internal.ClassPreLoaderTest$DummyClass |
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