Accessing info with cirq-superstaq

This tutorial will cover the information you can access on your account and related jobs and targets using cirq-superstaq.

Imports and API Token

As usual, we’ll begin with importing requirements and setting up access to Superstaq. This tutorial uses cirq-superstaq, our Superstaq client for Cirq. You can install it and relevant dependencies by running pip install cirq-superstaq.

# Requirements to use cirq-superstaq
try:
    import cirq_superstaq as css
except ImportError:
    print("Installing cirq-superstaq...")
    %pip install --quiet 'cirq-superstaq[examples]'
    print("Installed cirq-superstaq.")
    print("You may need to restart the kernel to import newly installed packages.")
    import cirq_superstaq as css

import cirq

Now, we instantiate a service provider in cirq-superstaq with Service(). Supply the Superstaq API token by providing the token as an argument of css.Service() or setting it as an environment variable (see this guide).

service = css.Service()

Account Information

The service class gives you a means to retrieve information regarding your Superstaq account. Currently, you can use service to retrieve your Superstaq balance.

service.get_balance()

'876.39 credits'

If are interested in increasing your balance or have more information on your user role, please reach out to us at superstaq@infleqtion.com or join our Slack workspace.

Backend Information

In addition to account information, the Service object also gives you a list of all the devices and simulators to which you have access, as well as additional information about those targets.

• get_targets(): Retrieves a list of available targets. This method also accepts the following boolean keyword arguments to filter the targets returned: simulator, supports_submit, supports_submit_qubo, supports_compile, available, retired, and accessible.

• get_my_targets(): Retrieves a filtered list of targets that are accessible to the user based on their user role permissions. This method is equivalent to get_targets(accessible=True).

• target_info("<target_name>"): Retrieve information on your selected backend, such as number of qubits, native gate set, where <target_name> is the name of the desired backend

service.get_targets()

[Target(target='aqt_keysight_qpu', supports_submit=False, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='aqt_zurich_qpu', supports_submit=False, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='aws_dm1_simulator', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='aws_sv1_simulator', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='aws_tn1_simulator', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='cq_sqale_simulator', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='eeroq_wonderlake_qpu', supports_submit=False, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='ibmq_fez_qpu', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='ibmq_kingston_qpu', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='ibmq_marrakesh_qpu', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='ibmq_pittsburgh_qpu', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='ibmq_torino_qpu', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='ionq_aria-1_qpu', supports_submit=False, supports_submit_qubo=False, supports_compile=True, available=False, retired=False, accessible=False),
 Target(target='ionq_forte-1_qpu', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='ionq_forte-enterprise-1_qpu', supports_submit=False, supports_submit_qubo=False, supports_compile=True, available=False, retired=False, accessible=False),
 Target(target='ionq_ion_simulator', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='iqm_emerald_qpu', supports_submit=False, supports_submit_qubo=False, supports_compile=True, available=False, retired=False, accessible=False),
 Target(target='iqm_garnet_qpu', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='qscout_peregrine_qpu', supports_submit=False, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='qtm_h1-1_qpu', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='qtm_h1-1e_simulator', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='qtm_h2-1_qpu', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='rigetti_ankaa-3_qpu', supports_submit=True, supports_submit_qubo=False, supports_compile=True, available=True, retired=False, accessible=True),
 Target(target='ss_unconstrained_simulator', supports_submit=True, supports_submit_qubo=True, supports_compile=True, available=True, retired=False, accessible=True)]

service.target_info("ibmq_kingston_qpu")  # retrieving information about IBM's Kingston device

{'num_qubits': 156,
 'target': 'ibmq_kingston_qpu',
 'coupling_map': [[0, 1],
  [1, 0],
  [1, 2],
  [2, 1],
  [2, 3],
  [3, 2],
  [3, 4],
  [3, 16],
  [4, 3],
  [4, 5],
  [5, 4],
  [5, 6],
  [6, 5],
  [6, 7],
  [7, 6],
  [7, 8],
  [7, 17],
  [8, 7],
  [8, 9],
  [9, 8],
  [9, 10],
  [10, 9],
  [10, 11],
  [11, 10],
  [11, 12],
  [11, 18],
  [12, 11],
  [12, 13],
  [13, 12],
  [13, 14],
  [14, 13],
  [14, 15],
  [15, 14],
  [15, 19],
  [16, 3],
  [16, 23],
  [17, 7],
  [17, 27],
  [18, 11],
  [18, 31],
  [19, 15],
  [19, 35],
  [20, 21],
  [21, 20],
  [21, 22],
  [21, 36],
  [22, 21],
  [22, 23],
  [23, 16],
  [23, 22],
  [23, 24],
  [24, 23],
  [24, 25],
  [25, 24],
  [25, 26],
  [25, 37],
  [26, 25],
  [26, 27],
  [27, 17],
  [27, 26],
  [27, 28],
  [28, 27],
  [28, 29],
  [29, 28],
  [29, 30],
  [29, 38],
  [30, 29],
  [30, 31],
  [31, 18],
  [31, 30],
  [31, 32],
  [32, 31],
  [32, 33],
  [33, 32],
  [33, 34],
  [33, 39],
  [34, 33],
  [34, 35],
  [35, 19],
  [35, 34],
  [36, 21],
  [36, 41],
  [37, 25],
  [37, 45],
  [38, 29],
  [38, 49],
  [39, 33],
  [39, 53],
  [40, 41],
  [41, 36],
  [41, 40],
  [41, 42],
  [42, 41],
  [42, 43],
  [43, 42],
  [43, 44],
  [43, 56],
  [44, 43],
  [44, 45],
  [45, 37],
  [45, 44],
  [45, 46],
  [46, 45],
  [46, 47],
  [47, 46],
  [47, 48],
  [47, 57],
  [48, 47],
  [48, 49],
  [49, 38],
  [49, 48],
  [49, 50],
  [50, 49],
  [50, 51],
  [51, 50],
  [51, 52],
  [51, 58],
  [52, 51],
  [52, 53],
  [53, 39],
  [53, 52],
  [53, 54],
  [54, 53],
  [54, 55],
  [55, 54],
  [55, 59],
  [56, 43],
  [56, 63],
  [57, 47],
  [57, 67],
  [58, 51],
  [58, 71],
  [59, 55],
  [59, 75],
  [60, 61],
  [61, 60],
  [61, 62],
  [61, 76],
  [62, 61],
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  [63, 56],
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  [65, 64],
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  [65, 77],
  [66, 65],
  [66, 67],
  [67, 57],
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  [70, 69],
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  [75, 59],
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  [103, 96],
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  [115, 99],
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  [116, 121],
  [117, 105],
  [117, 125],
  [118, 109],
  [118, 129],
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  [120, 121],
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  [123, 124],
  [123, 136],
  [124, 123],
  [124, 125],
  [125, 117],
  [125, 124],
  [125, 126],
  [126, 125],
  [126, 127],
  [127, 126],
  [127, 128],
  [127, 137],
  [128, 127],
  [128, 129],
  [129, 118],
  [129, 128],
  [129, 130],
  [130, 129],
  [130, 131],
  [131, 130],
  [131, 132],
  [131, 138],
  [132, 131],
  [132, 133],
  [133, 119],
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  [133, 134],
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  [135, 134],
  [135, 139],
  [136, 123],
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  [137, 127],
  [137, 147],
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  [139, 135],
  [139, 155],
  [140, 141],
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  [143, 136],
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  [150, 151],
  [151, 138],
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  [153, 152],
  [153, 154],
  [154, 153],
  [154, 155],
  [155, 139],
  [155, 154]],
 'supports_midcircuit_measurement': True,
 'native_gate_set': ['cz', 'id', 'rz', 'sx', 'x'],
 'max_experiments': 300,
 'max_shots': 100000,
 'processor_type': {'family': 'Heron', 'revision': '2'},
 'open_pulse': False,
 'supports_dynamic_circuits': True,
 'acquire_alignment': 1,
 'granularity': 1,
 'min_length': 2,
 'pulse_alignment': 1,
 'gate_durations': [['cz', [0, 1], 6.8e-08, 's'],
  ['cz', [1, 0], 6.8e-08, 's'],
  ['cz', [1, 2], 6.8e-08, 's'],
  ['cz', [2, 1], 6.8e-08, 's'],
  ['cz', [2, 3], 6.8e-08, 's'],
  ['cz', [3, 2], 6.8e-08, 's'],
  ['cz', [3, 4], 6.8e-08, 's'],
  ['cz', [3, 16], 6.8e-08, 's'],
  ['cz', [4, 3], 6.8e-08, 's'],
  ['cz', [4, 5], 6.8e-08, 's'],
  ['cz', [5, 4], 6.8e-08, 's'],
  ['cz', [5, 6], 6.8e-08, 's'],
  ['cz', [6, 5], 6.8e-08, 's'],
  ['cz', [6, 7], 8e-08, 's'],
  ['cz', [7, 6], 8e-08, 's'],
  ['cz', [7, 8], 6.8e-08, 's'],
  ['cz', [7, 17], 6.8e-08, 's'],
  ['cz', [8, 7], 6.8e-08, 's'],
  ['cz', [8, 9], 6.8e-08, 's'],
  ['cz', [9, 8], 6.8e-08, 's'],
  ['cz', [9, 10], 6.8e-08, 's'],
  ['cz', [10, 9], 6.8e-08, 's'],
  ['cz', [10, 11], 6.8e-08, 's'],
  ['cz', [11, 10], 6.8e-08, 's'],
  ['cz', [11, 12], 6.8e-08, 's'],
  ['cz', [11, 18], 6.8e-08, 's'],
  ['cz', [12, 11], 6.8e-08, 's'],
  ['cz', [12, 13], 6.8e-08, 's'],
  ['cz', [13, 12], 6.8e-08, 's'],
  ['cz', [13, 14], 6.8e-08, 's'],
  ['cz', [14, 13], 6.8e-08, 's'],
  ['cz', [14, 15], 6.8e-08, 's'],
  ['cz', [15, 14], 6.8e-08, 's'],
  ['cz', [15, 19], 6.8e-08, 's'],
  ['cz', [16, 3], 6.8e-08, 's'],
  ['cz', [16, 23], 6.8e-08, 's'],
  ['cz', [17, 7], 6.8e-08, 's'],
  ['cz', [17, 27], 6.8e-08, 's'],
  ['cz', [18, 11], 6.8e-08, 's'],
  ['cz', [18, 31], 6.8e-08, 's'],
  ['cz', [19, 15], 6.8e-08, 's'],
  ['cz', [19, 35], 6.8e-08, 's'],
  ['cz', [20, 21], 6.8e-08, 's'],
  ['cz', [21, 20], 6.8e-08, 's'],
  ['cz', [21, 22], 6.8e-08, 's'],
  ['cz', [21, 36], 6.8e-08, 's'],
  ['cz', [22, 21], 6.8e-08, 's'],
  ['cz', [22, 23], 6.8e-08, 's'],
  ['cz', [23, 16], 6.8e-08, 's'],
  ['cz', [23, 22], 6.8e-08, 's'],
  ['cz', [23, 24], 6.8e-08, 's'],
  ['cz', [24, 23], 6.8e-08, 's'],
  ['cz', [24, 25], 6.8e-08, 's'],
  ['cz', [25, 24], 6.8e-08, 's'],
  ['cz', [25, 26], 6.8e-08, 's'],
  ['cz', [25, 37], 6.8e-08, 's'],
  ['cz', [26, 25], 6.8e-08, 's'],
  ['cz', [26, 27], 6.8e-08, 's'],
  ['cz', [27, 17], 6.8e-08, 's'],
  ['cz', [27, 26], 6.8e-08, 's'],
  ['cz', [27, 28], 6.8e-08, 's'],
  ['cz', [28, 27], 6.8e-08, 's'],
  ['cz', [28, 29], 6.8e-08, 's'],
  ['cz', [29, 28], 6.8e-08, 's'],
  ['cz', [29, 30], 8e-08, 's'],
  ['cz', [29, 38], 6.8e-08, 's'],
  ['cz', [30, 29], 8e-08, 's'],
  ['cz', [30, 31], 6.8e-08, 's'],
  ['cz', [31, 18], 6.8e-08, 's'],
  ['cz', [31, 30], 6.8e-08, 's'],
  ['cz', [31, 32], 6.8e-08, 's'],
  ['cz', [32, 31], 6.8e-08, 's'],
  ['cz', [32, 33], 6.8e-08, 's'],
  ['cz', [33, 32], 6.8e-08, 's'],
  ['cz', [33, 34], 1.08e-07, 's'],
  ['cz', [33, 39], 6.8e-08, 's'],
  ['cz', [34, 33], 1.08e-07, 's'],
  ['cz', [34, 35], 6.8e-08, 's'],
  ['cz', [35, 19], 6.8e-08, 's'],
  ['cz', [35, 34], 6.8e-08, 's'],
  ['cz', [36, 21], 6.8e-08, 's'],
  ['cz', [36, 41], 6.8e-08, 's'],
  ['cz', [37, 25], 6.8e-08, 's'],
  ['cz', [37, 45], 6.8e-08, 's'],
  ['cz', [38, 29], 6.8e-08, 's'],
  ['cz', [38, 49], 6.8e-08, 's'],
  ['cz', [39, 33], 6.8e-08, 's'],
  ['cz', [39, 53], 6.8e-08, 's'],
  ['cz', [40, 41], 6.8e-08, 's'],
  ['cz', [41, 36], 6.8e-08, 's'],
  ['cz', [41, 40], 6.8e-08, 's'],
  ['cz', [41, 42], 6.8e-08, 's'],
  ['cz', [42, 41], 6.8e-08, 's'],
  ['cz', [42, 43], 6.8e-08, 's'],
  ['cz', [43, 42], 6.8e-08, 's'],
  ['cz', [43, 44], 6.8e-08, 's'],
  ['cz', [43, 56], 6.8e-08, 's'],
  ['cz', [44, 43], 6.8e-08, 's'],
  ['cz', [44, 45], 6.8e-08, 's'],
  ['cz', [45, 37], 6.8e-08, 's'],
  ['cz', [45, 44], 6.8e-08, 's'],
  ['cz', [45, 46], 6.8e-08, 's'],
  ['cz', [46, 45], 6.8e-08, 's'],
  ['cz', [46, 47], 6.8e-08, 's'],
  ['cz', [47, 46], 6.8e-08, 's'],
  ['cz', [47, 48], 6.8e-08, 's'],
  ['cz', [47, 57], 6.8e-08, 's'],
  ['cz', [48, 47], 6.8e-08, 's'],
  ['cz', [48, 49], 6.8e-08, 's'],
  ['cz', [49, 38], 6.8e-08, 's'],
  ['cz', [49, 48], 6.8e-08, 's'],
  ['cz', [49, 50], 6.8e-08, 's'],
  ['cz', [50, 49], 6.8e-08, 's'],
  ['cz', [50, 51], 6.8e-08, 's'],
  ['cz', [51, 50], 6.8e-08, 's'],
  ['cz', [51, 52], 6.8e-08, 's'],
  ['cz', [51, 58], 6.8e-08, 's'],
  ['cz', [52, 51], 6.8e-08, 's'],
  ['cz', [52, 53], 6.8e-08, 's'],
  ['cz', [53, 39], 6.8e-08, 's'],
  ['cz', [53, 52], 6.8e-08, 's'],
  ['cz', [53, 54], 6.8e-08, 's'],
  ['cz', [54, 53], 6.8e-08, 's'],
  ['cz', [54, 55], 6.8e-08, 's'],
  ['cz', [55, 54], 6.8e-08, 's'],
  ['cz', [55, 59], 6.8e-08, 's'],
  ['cz', [56, 43], 6.8e-08, 's'],
  ['cz', [56, 63], 6.8e-08, 's'],
  ['cz', [57, 47], 6.8e-08, 's'],
  ['cz', [57, 67], 6.8e-08, 's'],
  ['cz', [58, 51], 6.8e-08, 's'],
  ['cz', [58, 71], 6.8e-08, 's'],
  ['cz', [59, 55], 6.8e-08, 's'],
  ['cz', [59, 75], 6.8e-08, 's'],
  ['cz', [60, 61], 6.8e-08, 's'],
  ['cz', [61, 60], 6.8e-08, 's'],
  ['cz', [61, 62], 6.8e-08, 's'],
  ['cz', [61, 76], 6.8e-08, 's'],
  ['cz', [62, 61], 6.8e-08, 's'],
  ['cz', [62, 63], 6.8e-08, 's'],
  ['cz', [63, 56], 6.8e-08, 's'],
  ['cz', [63, 62], 6.8e-08, 's'],
  ['cz', [63, 64], 6.8e-08, 's'],
  ['cz', [64, 63], 6.8e-08, 's'],
  ['cz', [64, 65], 6.8e-08, 's'],
  ['cz', [65, 64], 6.8e-08, 's'],
  ['cz', [65, 66], 6.8e-08, 's'],
  ['cz', [65, 77], 6.8e-08, 's'],
  ['cz', [66, 65], 6.8e-08, 's'],
  ['cz', [66, 67], 6.8e-08, 's'],
  ['cz', [67, 57], 6.8e-08, 's'],
  ['cz', [67, 66], 6.8e-08, 's'],
  ['cz', [67, 68], 6.8e-08, 's'],
  ['cz', [68, 67], 6.8e-08, 's'],
  ['cz', [68, 69], 6.8e-08, 's'],
  ['cz', [69, 68], 6.8e-08, 's'],
  ['cz', [69, 70], 6.8e-08, 's'],
  ['cz', [69, 78], 6.8e-08, 's'],
  ['cz', [70, 69], 6.8e-08, 's'],
  ['cz', [70, 71], 6.8e-08, 's'],
  ['cz', [71, 58], 6.8e-08, 's'],
  ['cz', [71, 70], 6.8e-08, 's'],
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  ['rz', [9], 0.0, 's'],
  ['rz', [10], 0.0, 's'],
  ['rz', [11], 0.0, 's'],
  ['rz', [12], 0.0, 's'],
  ['rz', [13], 0.0, 's'],
  ['rz', [14], 0.0, 's'],
  ['rz', [15], 0.0, 's'],
  ['rz', [16], 0.0, 's'],
  ['rz', [17], 0.0, 's'],
  ['rz', [18], 0.0, 's'],
  ['rz', [19], 0.0, 's'],
  ['rz', [20], 0.0, 's'],
  ['rz', [21], 0.0, 's'],
  ['rz', [22], 0.0, 's'],
  ['rz', [23], 0.0, 's'],
  ...],
 'dt': 4e-09}

Job Information

Jobs submitted through Superstaq contain the following information:

• job_id(): Unique identifier for the job.

• status(): Overall status of the job (Submitted, Queued, Running, Failed, Canceled, or Done). Note that an index argument can be passed optionally to retreive the status of a specific job indexed by index in a batch job.

• target(): Device the job was run on.

• counts(): Counts from the result of the job run. Note this can return a list, so you must specify an index if you want to retrieve a specific counts dictionary (corresponding to the circuit with the same index).

• num_qubits(): Number of qubits for the job. Note this can return a list, so you must specify an index if you want to retrieve the corresponding number of qubits to a particular circuit.

• repetitions(): Number of repetitions for the job.

• input_circuits(): Retrieves original (i.e., not compiled) circuit(s) for job. Note this returns a list and you must specify an index if you want to retrieve a single/specific circuit.

• compiled_circuits(): Retrieves compiled circuit(s) from submitted job. Note this returns a list and you must specify an index if you want to retrieve a single/specific circuit.

Note that jobs live in our database for a limited amount of time. Typically, they have a lifespan of 1 year.

# Creating a circuit using Cirq
qubits = cirq.LineQubit.range(2)
circuit = cirq.Circuit(
    cirq.H(qubits[0]),
    cirq.CNOT(qubits[0], qubits[1]),
    cirq.measure(qubits[0]),
    cirq.measure(qubits[1]),
)

# Submitting the circuit to IBM's Kingston QPU
job = service.create_job(
    circuit, repetitions=100, method="dry-run", target="ibmq_kingston_qpu"
)  # Specify "dry-run" as the method to submit & run a Superstaq simulation

job.job_id()

'6ed89542-1dc5-4b39-a314-175a46fe87cc'

job.status()

'Done'

job.target()

'ibmq_kingston_qpu'

job.counts(index=0)

{'11': 42, '00': 58}

job.num_qubits(index=0)

2

job.repetitions()

100

job.input_circuits(index=0)

0: ───H───@───M───
          │
1: ───────X───M───

job.compiled_circuits(index=0)

89: ───Rz(0.5π)───X^0.5───────────@───────────│───M('q(0)')───
                                  │           │
90: ───Rz(0.5π)───X^0.5───Rz(π)───@───X^0.5───│───M('q(1)')───

Additionally, you may cancel the current job (or, optionally, a sub-job by passing an index argument) if it is not in a terminal state like so:

job.cancel()

/home/rich/software/super.tech/work/client/cirq-superstaq/cirq_superstaq/job.py:197: SuperstaqWarning: Job '6ed89542-1dc5-4b39-a314-175a46fe87cc' cannot be cancelled: it already has status Done
  self._client.cancel_jobs(ids_to_cancel, **kwargs)

Lastly, you may also retrieve the information described above on a previously submitted cirq-superstaq job with service.get_job('<job_id>'):

job_id = job.job_id()  # Here we use the job ID from above, but this can be any old job ID
job_old = service.get_job(job_id)
job_old.input_circuits(index=0)

0: ───H───@───M───
          │
1: ───────X───M───