A minimal client for interacting with D-Wave cloud resources.
Project description
D-Wave Cloud Client
D-Wave Cloud Client is a minimal implementation of the REST interface used to communicate with D-Wave Sampler API (SAPI) servers.
SAPI is an application layer built to provide resource discovery, permissions, and scheduling for quantum annealing resources at D-Wave Systems. This package provides a minimal Python interface to that layer without compromising the quality of interactions and workflow.
Example
This example instantiates a D-Wave Cloud Client and solver based on the local system`s auto-detected default configuration file and samples a random Ising problem tailored to fit the solver`s graph.
import random
from dwave.cloud import Client
# Connect using the default or environment connection information
with Client.from_config() as client:
# Load the default solver
solver = client.get_solver()
# Build a random Ising model to exactly fit the graph the solver supports
linear = {index: random.choice([-1, 1]) for index in solver.nodes}
quad = {key: random.choice([-1, 1]) for key in solver.undirected_edges}
# Send the problem for sampling, include solver-specific parameter 'num_reads'
computation = solver.sample_ising(linear, quad, num_reads=100)
# Print the first sample out of a hundred
print(computation.samples[0])
Installation
Compatible with Python 2 and 3:
pip install dwave-cloud-client
To install from source (available on GitHub in dwavesystems/dwave-cloud-client repo):
pip install -r requirements.txt
python setup.py install
License
Released under the Apache License 2.0. See LICENSE file.
Contribution
See CONTRIBUTING.rst file.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Hashes for dwave-cloud-client-0.4.12.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 986d32533cb18f2d6ddf1e02dc87564cb830d7453d0d9b8860b33284c6f8fd81 |
|
MD5 | 5d4c394ea7a216f97ff2b20f3d7f02e8 |
|
BLAKE2b-256 | 64f1c1656ac5b7093596cab1f55e1a31330c0be832baa14452a93c219652a568 |
Hashes for dwave_cloud_client-0.4.12-py2.py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 636b0612bf183ea47069b487a223cfde070340ff9b7ba24aecf90fc2d8e0587f |
|
MD5 | 9f1c96e44217e194c658418176a2599c |
|
BLAKE2b-256 | c2dc670ab059df7b74cff93ddc38b4e9c5ef5ec11b667bfae4ca81517c4c82e7 |