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nfultz / grpc

gRPC clients and servers in R
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grpc grpc-r r

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grpc

An R library for GRPC a high-performance, open-source universal RPC framework.

Installation - Debian

Pre-requisites

The following is copied from gRPC C++ - Building from source

sudo apt-get install build-essential autoconf libtool pkg-config
## If you plan to build from source and run tests, install the following as well:
sudo apt-get install libgflags-dev libgtest-dev
sudo apt-get install clang libc++-dev

Download and Install grpc

export GRPC_INSTALL_DIR=$HOME/.local
mkdir -p $GRPC_INSTALL_DIR
export PATH="$GRPC_INSTALL_DIR/bin:$PATH"

sudo apt install -y cmake

LATEST_VER=$(curl -L "https://api.github.com/repos/grpc/grpc/releases/latest" | grep -Po '"tag_name": "\K.*?(?=")')
git clone --recurse-submodules -b $LATEST_VER https://github.com/grpc/grpc grpc_base

cd grpc_base
mkdir -p cmake/build
pushd cmake/build
cmake -DgRPC_INSTALL=ON \
      -DgRPC_BUILD_TESTS=OFF \
      -DCMAKE_INSTALL_PREFIX=$GRPC_INSTALL_DIR \
      ../..
make -j4
sudo make install
popd

mkdir -p third_party/abseil-cpp/cmake/build
pushd third_party/abseil-cpp/cmake/build
cmake -DCMAKE_INSTALL_PREFIX=$GRPC_INSTALL_DIR \
      -DCMAKE_POSITION_INDEPENDENT_CODE=TRUE \
      ../..
make -j4
sudo make install
popd

Original

Build Status

Easily create gRPC clients and servers from protobuf descriptions to build distributed services.

Copyright 2015 Google Inc, 2017 Neal Fultz

Dependencies

See install for my installation notes...

Examples

There are runnable examples in the demo/ folder.

Hello, World!

To start a HelloWorld server:

R -e 'demo("helloserver", "grpc")'

Or with much more detailed logging:

R -e 'library(futile.logger); flog.threshold(TRACE); demo("helloserver", "grpc")'

To run a client against a running HelloWorld server:

R -e 'demo("helloclient", "grpc")'

Both are cross compatible with the Node, Python and C++ Greeter examples provided by the grpc library.

Health check

This server implements the above service along with the standard GRPC Health Checking Protocol:

R -e 'demo("health-check-server", "grpc")'

The client runs a health-check then calls the Hello, World! method once:

R -e 'demo("health-check-client", "grpc")'

Please check the sources of the server to see how to bundle services defined in multiple proto files.

Live scoring

There's a simple trained on the iris dataset and making that available for scoring via a gRPC service:

R -e 'demo("iris-server", "grpc")'

An example client to this service from R:

R -e 'demo("iris-client", "grpc")'

Todo

Contributing