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Orchestra
Orchestra is a distributed execution framework with a Python-like programming model.
Design Decisions
For a description of our design decisions, see
Setup
Install Arrow
git clone https://github.com/apache/arrow.gitcd ~/arrowgit checkout 2d8627cd81f83783b0ceb01d137a46b581ecba26cd ~/arrow/cppbash setup_build_env.shcd ~/arrow/cpp/thirdparty/flatbuffers-1.3.0export FLATBUFFERS_HOME=~/arrow/cpp/thirdparty/installed(or equivalent)cd ~/arrow/cpp/buildcmake ..makesudo make install- add
export LD_LIBRARY_PATH=LD_LIBRARY_PATH:/usr/local/libto your~/.bashrc source ~/.bashrc
Install GRPC
- Follow the instructions here, though some of the instructions are outdated.
cd ~/grpcmkdir buildcd buildcmake ..makemake installcd ..python setup.py install
Install Orchestra
git clone git@github.com:amplab/orch.gitcd orchmkdir buildcd buildcmake ..make installcd ../lib/orchpypython setup.py installcd ~/orch/testbash gen-python-code.shpython runtest.py
Description
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
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