This project shows how to implement a gRPC server and a gRPC client using OCaml and Envoy, a very useful proxy open-sourced by Lyft and now part of the CNCF.
The idea is use Envoy to translate between HTTP/1.1 and HTTP/2 gRPC. Note that Envoy appears twice on the diagram, but it's actually the same process.
In this example, we expose a simple gRPC service written in OCaml that uses etcd to store key/value pairs. This showcases both a gRPC server and a client.
This architecture adds one process (Envoy) compared to a native gRPC implementation in OCaml. While this adds an ounce of complexity, Docker makes it easy to manage and your project will already include a great little proxy to handle load balancing, connection pooling, stats, retries and more. For instance, it is trivial to configure Envoy to load balance between many OCaml processes each running on a single core.
We use these OCaml libraries:
- ocaml-protoc to encode and decode Protobuf request and response messages
- httpaf to
- serve HTTP/1.1 requests that have been translated from HTTP/2 by Envoy (gRPC server use case)
- issue HTTP/1.1 requests that Envoy will translate to HTTP/2 before forwarding them to our gRPC service of choice (gRPC client use case)
Running the code
Tested on macOS and Linux. Requires:
dockerto run Envoy and etcdduneandopamto build our codegrpcurlto query our service
# create a Docker environment with Envoy and etcd
docker network create \
--driver bridge \
my-net
if [ $(uname) = Linux ]; then
IP=$(ip -o addr list docker0 | grep -oe 'inet [0-9.]*/' | tr -d 'inet /')
DOCKER_OPTS="--add-host host.docker.internal:$IP"
fi
docker run --name envoy \
--detach \
--rm \
--publish 9910:9910 \
--publish 9911:9911 \
--publish 9912:9912 \
--volume $PWD/envoy-proxy.yaml:/etc/envoy/envoy.yaml \
$DOCKER_OPTS \
--network my-net \
--network-alias envoy.my-net \
envoyproxy/envoy:v1.15-latest \
--config-path /etc/envoy/envoy.yaml
docker run --name etcd \
--detach \
--rm \
--publish 2379:2379 \
--network my-net \
--network-alias etcd.my-net \
quay.io/coreos/etcd:latest \
etcd \
--listen-client-urls 'http://0.0.0.0:2379' \
--advertise-client-urls 'http://etcd.my-net:2379'
# run our OCaml server
opam install --yes dune core_kernel httpaf httpaf-lwt-unix lwt ocaml-protoc
dune exec -- ./main.exe 9986
# in another terminal, you can query our OCaml server via Envoy, which in turn will query etcd via Envoy
( cd kv && \
grpcurl --plaintext \
--proto kv_service.proto \
-d '{"key":"foo", "value":"bar"}' \
localhost:9912 kv.KV/Set )
( cd kv && \
grpcurl --plaintext \
--proto kv_service.proto \
-d '{"key":"foo"}' \
localhost:9912 kv.KV/Get )
# clean up everything
docker rm --force etcd envoy
docker network rm my-net
Regenerating Protobuf code
( cd kv && ocaml-protoc -binary -ml_out ./ kv.proto )
( cd etcd && ocaml-protoc -binary -ml_out ./ etcd.proto )