Passing input arguments to your QiskitPattern

In this document, we will learn how to pass arguments to our pattern.

Let’s create another file with our pattern ./source_files/pattern_with_arguments.py.

Instead of having the circuit defined inside the pattern (like we did in first example), we will pass it as an argument. We will also save the results, so we can access them later by calling save_result.

Here is the pattern:

# source_files/pattern_with_arguments.py

from quantum_serverless import get_arguments, save_result

from qiskit.primitives import Sampler

# get all arguments passed to this pattern
arguments = get_arguments()

# get specific argument that we are interested in
circuit = arguments.get("circuit")

sampler = Sampler()

quasi_dists = sampler.run(circuit).result().quasi_dists

print(f"Quasi distribution: {quasi_dists[0]}")

# saving results of a pattern
save_result({
    "quasi_dists": quasi_dists[0]
})

As you can see, the circuit construction is not inside the pattern anymore. Instead, we parse the arguments by calling the get_arguments function.

First, we will create circuit that we want to pass as an argument to the pattern.

from qiskit import QuantumCircuit

circuit = QuantumCircuit(2)
circuit.h(0)
circuit.cx(0, 1)
circuit.measure_all()
circuit.draw()

        ┌───┐      ░ ┌─┐
   q_0: ┤ H ├──■───░─┤M├───
        └───┘┌─┴─┐ ░ └╥┘┌─┐
   q_1: ─────┤ X ├─░──╫─┤M├
             └───┘ ░  ║ └╥┘
meas: 2/══════════════╩══╩═
                      0  1 

Now let’s create and configure our client

⚠ This provider is set up with default credentials to a test cluster intended to run on your machine. For information on setting up infrastructure on your local machine, check out the guide on local infrastructure setup.

from quantum_serverless import ServerlessClient
import os

serverless = ServerlessClient(
    token=os.environ.get("GATEWAY_TOKEN", "awesome_token"),
    host=os.environ.get("GATEWAY_HOST", "http://localhost:8000"),
)
serverless

<gateway-client>

from quantum_serverless import QiskitFunction

function = QiskitFunction(
    title="pattern-with-arguments",
    entrypoint="pattern_with_arguments.py",
    working_dir="./source_files/",
)

serverless.upload(function)

'pattern-with-arguments'

Run the function using the run method and by passing arguments.

functions = {f.title: f for f in serverless.list()}
my_function = functions.get("pattern-with-arguments")
my_function

QiskitFunction(pattern-with-arguments)

job = my_function.run(circuit=circuit)
job

<Job | 1d087725-0f00-45e3-a56c-ccac10b551d2>

Retrieve the results from the client

job.result()

{'quasi_dists': {'0': 0.4999999999999999, '3': 0.4999999999999999}}