Adds a bridge between CUQIpy and UM-Bridge allowing CUQIpy Models and Distributions to be served via an Um-Bridge server.
Also allows for the creation of a CUQIpy Model or Distribution from a UM-Bridge server url.
To come.
from cuqipy_umbridge.client import get_supported_models, create_distribution
# Server url
url = "http://localhost"
# Get a list of supported models
supported_models = get_supported_models(url)
# Create a CUQIpy Distribution from a UM-Bridge server url
distribution = create_distribution(url, supported_models[0])from cuqipy_umbridge.client import get_supported_models, create_model
# Server url
url = "http://localhost"
# Get a list of supported models
supported_models = get_supported_models(url)
# Create a CUQIpy Model from a UM-Bridge server url
model = create_model(url, supported_models[0])(Must run via command line)
from cuqi.distribution import Gaussian
from cuqipy_umbridge.server import serve_distribution
# Gaussian distribution
dist = Gaussian(0, 1)
# Serve the distribution via UM-Bridge
serve_distribution(dist)(Must run via command line)
from cuqi.testproblem import Deconvolution1D
from cuqipy_umbridge.server import serve_model
# Deconvolution forward model
model = Deconvolution1D().model
# Serve the model via UM-Bridge
serve_model(model)