You find a lot of examples in the examples.py on Github – Please have a look there!
Quick Test if everything is working
from uqo.client.config import Config
from uqo.examples.examples import *
config = Config(configpath="config.json")
connection = config.create_connection()
ping(config)If you execute this and get a „pong“ as a result – you have set up everything properly.
Solving a QUBO / Ising Model with QBSolv
For QUBO:
from uqo.client.config import Config
from uqo.Problem import Qubo
config = Config(configpath="config.json")
connection = config.create_connection()
example_qubo = {(0, 0): -2, (1, 1): -2, (2, 2): -2, (3, 3): 3}
answer = Qubo(config, example_qubo).with_platform("qbsolv").solve(100)
answer.print_solutions_nice()For ISING:
from uqo.client.config import Config
from uqo.Problem import Ising
config = Config(configpath="config.json")
connection = config.create_connection()
example_ising_h, example_ising_J = {1: 1, 2: 2, 3: 3}, {(1, 2): 4, (1, 3): 5, (2, 3): 6}
answer = Ising(config, example_ising_h, example_ising_J).with_platform("qbsolv").solve(100)
answer.print_solutions_nice()Of course you can also add solver parameters:
from uqo.client.config import Config
from uqo.Problem import Qubo
config = Config(configpath="config.json")
connection = config.create_connection()
test_dict = {"test_parameter": {(0, 1): 5, (1, 2): 3}}
answer = Qubo(config, example_qubo).with_platform("qbsolv").with_params(**test_dict).solve(100)
answer.print_solutions_nice()For more examples please check the examples.py on Github
