Awesome
rust-crowbar
crowbar makes it easy to write AWS Lambda functions in Rust. It wraps native Rust functions into CPython modules that handle converting Python objects into Rust objects and back again.
Usage
Add both crowbar and cpython to your Cargo.toml
:
[dependencies]
crowbar = "0.3"
cpython = "0.2"
Use macros from both crates:
#[macro_use(lambda)]
extern crate crowbar;
#[macro_use]
extern crate cpython;
And write your function using the lambda!
macro:
lambda!(|event, context| {
println!("hi cloudwatch logs, this is {}", context.function_name());
// return the event without doing anything with it
Ok(event)
});
Building Lambda Functions
For your code to be usable in AWS Lambda's Python execution environment, you need to compile to a dynamic library with
the necessary functions for CPython to run. The lambda!
macro does most of this for you, but Cargo still needs to know
what to do.
You can configure Cargo to build a dynamic library with the following. If you're using the lambda!
macro as above, you
need to use lambda
for the library name (see the documentation for lambda!
if you want to use something else).
[lib]
name = "lambda"
crate-type = ["cdylib"]
cargo build
will now build a liblambda.so
. Put this in a zip file and upload it to an AWS Lambda function. Use the
Python 3.6 execution environment with the handler configured as liblambda.handler
.
Build Environment
It is notoriously difficult to build a properly-linked shared library against the Lambda execution environment. Using either an Amazon Linux AMI or the Amazon Linux Docker image, even if using the exact version as Lambda, any package installations will likely upgrade OpenSSL from 1.0.1k to 1.0.2k, causing a linker exception at runtime. @naftulikay lost a ridiculous amount of time trying to statically compile, pin package versions, and try linker hacks.
The best solution available is to use the lambci/lambda:build-python3.6
Docker image which is built
from an exact filesystem replica via tarballing the filesystem at runtime from a Python 3.6 runtime Lambda function.
The authors went to extensive lengths to pin packages and replicate the environment as accurately as possible, and
experience has shown this is the best way to build Python 3.6 shared libraries.
@naftulikay created a sample Rust build environment based on the upstream
lambci/lambda:build-python3.6
image at
naftulikay/crowbar
. Previously,
naftulikay/circleci-amazonlinux-rust
was used and the aforementioned issues
were encountered. Despite CircleCI being used in the name, the image is a fairly generic Rust build environment and
should be fairly portable and resuable. For Travis CI and CircleCI examples, please look in the
examples/ci
directory.
Because you're building a dynamic library, other libraries that you're dynamically linking against need to also be in
the Lambda execution environment. By using the lambci/lambda:build-python3.6
image, the build
environment will be consistent with the runtime environment.
As described here, the Lambda execution environment uses a runtime library path equivalent to:
LD_LIBRARY_PATH=/lib64:/usr/lib64:$LAMBDA_TASK_ROOT:$LAMBDA_TASK_ROOT/lib
@naftulikay wrote a fairly naïve Python script which will recursively copy linked libraries into the
deployment package under lib/
. This ensures that any non-standard libraries will be available on the library path at
runtime. See the examples/ci/{travis,circle}
directories for examples on how to use this, and see
naftulikay/docker-crowbar for more information.
Deployment
Serverless framework
Serverless framework is an extemely popular workflow tool for developing and deploying serverless applications and comes with in depth guides for AWS lambda. Serverless framework is surrounded by a strong ecosystem of plugins including a plugin for deploying Rust applications. A serverless rust template for quickly bootstraping, building, and deploying crowbar applications can be found here.
Contributing
crowbar welcomes your contributions:
- Let us know if you use crowbar in production
- If you have a bug report or an idea, submit an issue
- If you want something to work on, check the issues list
- Please submit non-trivial changes as an issue first; send a pull request when the implementation is agreed on
crowbar follows a code of conduct; please read it.
Alternatives
As AWS Lambda has added more runtimes, more ways to run Rust on Lambda have emerged.
The Rust on AWS Lambda project is kind enough to offer an alternative, and a comparison of itself to crowbar.