Overview
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Poopy - map-reduce engine over AMQP
Install
From PYPI
- Install rabitMQ
- pip install poopy (please use virtualenv)
- Download this file
- Download this file and put in the same directory of iris.arff
From REPO
- Install rabitMQ
- Clone this repo
- pip install -e .
- The archives iris.arff and randomforest.py are inside in examples/
Running
- Open two consoles (consoleA, consoleB)
- In consoleB run poopy deploy amqp://localhost
- In consoleA execute poopy upload amqp://localhost path/to/iris.arff poopFS://iris.arff now your file are uploaded to the "distributed file sistem"
- In consoleA run poopy run amqp://localhost path/to/randomforest.py Script out
- Your output model are serialized in out/localtime
Reading the model
In python console
from poopy import serializers with open("out/file") as fp: model = serializers.load(fp)
TODO:
- Implement correctly timeouts.
- Implement an error exchange.
- Real distributed file system.
- More than one map or reduce.
- More output formats than b64-pkl.
- Not use the central node as main memory.
- Reorder some modules into packages