Skip to main content

Python Merge Experimentation Library

Project description

MyPy Merge Experimentation Library

A library for developing Merge experiments in Python

Hello world

import mergexp as mx
from mx.unit import gb, ms, mbps
from mx.machine import cores, memory
from mx.net import capacity, latency

# define a topology
topo = mx.Topology('hello mx')

# make some devices
a = topo.device('a', cores > 2, memory <= gb(4))
b = topo.device('b', cores < 6, memory >= gb(4))

# connect devices
topo.connect([a, b], capacity < mbps(100), latency > ms(5))

Hello mobile

import mergexp as mx
from mx.stochastic import normal, poisson
from mx.unit import gb, ms, mbps
from mx.machine import cores, memory, arch, armv7, x86_64
from mx.net import capacity, latency
from mx.mobile import collision, migration

# define a topology
topo = mx.Topology('hello mobile')

# define a few device types
def mobile(name):
    return topo.device(
        name, 
        cores == 1, 
        memory < gb(2), 
        arch == armv7,
    )

def server(name):
    return topo.device(
        name,
        cores >= 8,
        memory >= gb(8),
        arch == x86_64,
    )

# instantiate devices
mobiles = [mobile('m%d'%i) for i in range(47)]
servers = [server(name) for name in ['s0', 's1']]
nodes = mobiles + servers

# connect devices
net = topo.connect(nodes, 
    latency == normal(mean=ms(5), variance=1.0),
    capacity == normal(mean=mbps(15), variance=0.3),
    collision == poisson(rate=47), 
    migration == poisson(rate=10),
)

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

mergexp-0.2.5.tar.gz (5.8 kB view hashes)

Uploaded Source

Built Distribution

mergexp-0.2.5-py3-none-any.whl (7.8 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page