uber/NullAway

NullAway: Fast Annotation-Based Null Checking for Java

NullAway is a tool to help eliminate NullPointerExceptions (NPEs) in your Java code. To use NullAway, first add @Nullable annotations in your code wherever a field, method parameter, or return value may be null. Given these annotations, NullAway performs a series of type-based, local checks to ensure that any pointer that gets dereferenced in your code cannot be null. NullAway is similar to the type-based nullability checking in the Kotlin and Swift languages, and the Checker Framework and Eradicate null checkers for Java.

NullAway is fast. It is built as a plugin to Error Prone and can run on every single build of your code. In our measurements, the build-time overhead of running NullAway is usually less than 10%. NullAway is also practical: it does not prevent all possible NPEs in your code, but it catches most of the NPEs we have observed in production while imposing a reasonable annotation burden, giving a great "bang for your buck."

Installation

Overview

NullAway requires that you build your code with JDK 17 or higher and Error Prone, version 2.36.0 or higher. See the Error Prone documentation for instructions on getting started with Error Prone and integration with your build system. The instructions below assume you are using Gradle; see the docs for discussion of other build systems. If you are building with JSpecify mode enabled, we recommend building with the most recent JDK available; see the wiki docs on JSpecify support for more details.

Gradle

Java (non-Android)

To integrate NullAway into your non-Android Java project, add the following to your build.gradle file:

plugins {
  // we assume you are already using the Java plugin
  id "net.ltgt.errorprone" version "<plugin version>"
}

dependencies {
  errorprone "com.uber.nullaway:nullaway:<NullAway version>"

  // Some source of nullability annotations; JSpecify recommended,
  // but others supported as well.
  api "org.jspecify:jspecify:1.0.0"

  errorprone "com.google.errorprone:error_prone_core:<Error Prone version>"
}

import net.ltgt.gradle.errorprone.CheckSeverity

tasks.withType(JavaCompile) {
  options.errorprone {
    check("NullAway", CheckSeverity.ERROR)
    option("NullAway:AnnotatedPackages", "com.uber")
  }
  // Include to disable NullAway on test code
  if (name.toLowerCase().contains("test")) {
    options.errorprone {
      disable("NullAway")
    }
  }
}

Let's walk through this script step by step. The plugins section pulls in the Gradle Error Prone plugin for Error Prone integration.

In dependencies, the first errorprone line loads NullAway, and the api line loads the JSpecify library which provides suitable nullability annotations, e.g., org.jspecify.annotations.Nullable. NullAway allows for any @Nullable annotation to be used, so, e.g., @Nullable from the AndroidX annotations Library or JetBrains annotations is also fine. The second errorprone line sets the version of Error Prone is used.

Finally, in the tasks.withType(JavaCompile) section, we pass some configuration options to NullAway. First check("NullAway", CheckSeverity.ERROR) sets NullAway issues to the error level (it's equivalent to the -Xep:NullAway:ERROR standard Error Prone argument); by default NullAway emits warnings. Then, option("NullAway:AnnotatedPackages", "com.uber") (equivalent to the -XepOpt:NullAway:AnnotatedPackages=com.uber standard Error Prone argument) tells NullAway that source code in packages under the com.uber namespace should be checked for null dereferences and proper usage of @Nullable annotations, and that class files in these packages should be assumed to have correct usage of @Nullable (see the docs for more detail). NullAway requires exactly one of the AnnotatedPackages or OnlyNullMarked configuration arguments to run, in order to distinguish between annotated and unannotated code. See the configuration docs for more details and other useful configuration options. For even simpler configuration of NullAway options, use the Gradle NullAway plugin. Finally, we show how to disable NullAway on test code, if desired.

We recommend addressing all the issues that Error Prone reports, particularly those reported as errors (rather than warnings). But, if you'd like to try out NullAway without running other Error Prone checks, you can use options.errorprone.disableAllChecks (equivalent to passing "-XepDisableAllChecks" to the compiler, before the NullAway-specific arguments).

Android

Versions 3.0.0 and later of the Gradle Error Prone Plugin no longer support Android. So if you're using a recent version of this plugin, you'll need to add some further configuration to run Error Prone and NullAway. Our sample app build.gradle file shows one way to do this, but your Android project may require tweaks. Alternately, 2.x versions of the Gradle Error Prone Plugin still support Android and may still work with your project.

Beyond that, compared to the Java configuration, the JSpecify dependency can be removed; you can use the androidx.annotation.Nullable annotation from the AndroidX annotation library instead.

Annotation Processors / Generated Code

Some annotation processors like Dagger and AutoValue generate code into the same package namespace as your own code. This can cause problems when setting NullAway to the ERROR level as suggested above, since errors in this generated code will block the build. Currently the best solution to this problem is to completely disable Error Prone on generated code, using the -XepExcludedPaths option added in Error Prone 2.1.3 (documented here, use options.errorprone.excludedPaths= in Gradle). To use, figure out which directory contains the generated code, and add that directory to the excluded path regex.

Note for Dagger users: Dagger versions older than 2.12 can have bad interactions with NullAway; see here. Please update to Dagger 2.12 to fix the problem.

JSpecify Mode / Guava

As of version 33.4.1, Guava uses JSpecify @NullMarked annotations for most of its packages, and hence NullAway will treat those packages as annotated by default. This treatment may lead to some false positives (due to handling of type variables), which can be mitigated by running NullAway in its (under-development) JSpecify mode. See the wiki docs on JSpecify support for more details.

Lombok

Unlike other annotation processors above, Lombok modifies the in-memory AST of the code it processes, which is the source of numerous incompatibilities with Error Prone and, consequently, NullAway.

We do not particularly recommend using NullAway with Lombok. However, NullAway encodes some knowledge of common Lombok annotations and we do try for best-effort compatibility. In particular, common usages like @lombok.Builder and @Data classes should be supported.

Since Lombok v1.18.34, Lombok adds @lombok.Generated by default to the methods/classes it generates. NullAway relies on this annotation to detect generated code within the in-memory Java AST and will ignore (i.e. not check) the implementation of this generated code, treating it as unannotated. If you have explicitly disabled this behavior then NullAway will not correctly recognize Lombok-generated code, and compatibility may break.

If you are using a Lombok version earlier than 1.18.34, you must enable the following configuration option in an applicable lombok.config file:

lombok.addLombokGeneratedAnnotation = true

Code Example

Let's see how NullAway works on a simple code example:

static void log(Object x) {
    System.out.println(x.toString());
}
static void foo() {
    log(null);
}

This code is buggy: when foo() is called, the subsequent call to log() will fail with an NPE. You can see this error in the NullAway sample app by running:

cp sample/src/main/java/com/uber/mylib/MyClass.java.buggy sample/src/main/java/com/uber/mylib/MyClass.java
./gradlew build

By default, NullAway assumes every method parameter, return value, and field is non-null, i.e., it can never be assigned a null value. In the above code, the x parameter of log() is assumed to be non-null. So, NullAway reports the following error:

warning: [NullAway] passing @Nullable parameter 'null' where @NonNull is required
    log(null);
        ^

We can fix this error by allowing null to be passed to log(), with a @Nullable annotation:

static void log(@Nullable Object x) {
    System.out.println(x.toString());
}

With this annotation, NullAway points out the possible null dereference:

warning: [NullAway] dereferenced expression 'x' is @Nullable
    System.out.println(x.toString());
                        ^

We can fix this warning by adding a null check:

static void log(@Nullable Object x) {
    if (x != null) {
        System.out.println(x.toString());
    }
}

With this change, all the NullAway warnings are fixed.

For more details on NullAway's checks, error messages, and limitations, see our detailed guide.

Support

Please feel free to open a GitHub issue if you have any questions on how to use NullAway. Or, you can join the NullAway Discord server and ask us a question there.

Contributors

We'd love for you to contribute to NullAway! Please note that once you create a pull request, you will be asked to sign our Uber Contributor License Agreement.

License

NullAway is licensed under the MIT license. See the LICENSE.txt file for more information.