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switch's Introduction

Design

switch/server.py

  • Creates a sub socket for producers to connect to
  • Creates a pub socket for consumers to connect to
  • Gets instantiated with a specific ML model that will be used during message handling

switch/predictor.py

Currently a mock implementation of a ML model

switch/discovery.py

  • Simple HTTP interface for querying information about the running server
  • Implemented as zmq.ROUTER

Setup

  • Setup virtualenv or any other python 3 installion
  • Install requirements.txt
  • Create and source .env file
  • Use Makefile to run everything

Example .env file

# Set necessary paths
PYTHONPATH=~/dev/python/switch
PROTOC=~/dev/protobuf/bin/protoc

# Server configuration
INCOMING_PORT=5556
OUTGOING_PORT=5566
INCOMING_TOPIC=Data_1A
OUTGOING_TOPIC=Predictions_1A

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