qibocal package

qibocal: Quantum Calibration Verification and Validation using Qibo.

Subpackages

• qibocal.auto package
  • Submodules
  • qibocal.auto.draw module
    • draw()
  • qibocal.auto.execute module
    • Executor
      • Executor.graph
      • Executor.history
      • Executor.output
      • Executor.qubits
      • Executor.platform
      • Executor.update
      • Executor.head
      • Executor.pending
      • Executor.load()
      • Executor.available()
      • Executor.successors()
      • Executor.next()
      • Executor.current
      • Executor.run()
  • qibocal.auto.graph module
    • Graph
      • Graph.load()
      • Graph.from_actions()
      • Graph.start
      • Graph.task()
      • Graph.tasks()
  • qibocal.auto.history module
    • Completed
      • Completed.task
      • Completed.status
      • Completed.folder
      • Completed.datapath
      • Completed.results
      • Completed.data
    • History
      • History.push()
  • qibocal.auto.operation module
    • OperationId
    • ParameterValue
    • Qubits
    • DATAFILE
    • JSONFILE
    • RESULTSFILE
    • show_logs()
    • Parameters
      • Parameters.nshots
      • Parameters.relaxation_time
      • Parameters.load()
    • Data
      • Data.data
      • Data.qubits
      • Data.pairs
      • Data.global_params_dict
      • Data.save()
      • Data.to_npz()
      • Data.to_json()
    • Results
      • Results.update
      • Results.save()
    • Routine
      • Routine.acquisition
      • Routine.fit
      • Routine.report
      • Routine.parameters_type
      • Routine.data_type
      • Routine.results_type
      • Routine.platform_dependent
      • Routine.qubits_dependent
    • DummyPars
    • DummyData
      • DummyData.save()
    • DummyRes
    • dummy_operation
  • qibocal.auto.runcard module
    • Id
    • Action
      • Action.id
      • Action.operation
      • Action.main
      • Action.next
      • Action.priority
      • Action.qubits
      • Action.update
      • Action.parameters
    • Runcard
      • Runcard.actions
      • Runcard.qubits
      • Runcard.backend
      • Runcard.platform
      • Runcard.backend_obj
      • Runcard.platform_obj
      • Runcard.load()
  • qibocal.auto.status module
    • Status
    • Normal
    • Broken
  • qibocal.auto.task module
    • MAX_PRIORITY
    • TaskId
    • Task
      • Task.action
      • Task.iteration
      • Task.qubits
      • Task.id
      • Task.uid
      • Task.operation
      • Task.main
      • Task.next
      • Task.priority
      • Task.parameters
      • Task.update
      • Task.run()
  • qibocal.auto.validate module
    • starting_point()
• qibocal.cli package
  • Submodules
  • qibocal.cli.builders module
    • ActionBuilder
      • ActionBuilder.platform
      • ActionBuilder.backend
      • ActionBuilder.qubits
      • ActionBuilder.run()
      • ActionBuilder.dump_report()
      • ActionBuilder.dump_platform_runcard()
    • ReportBuilder
      • ReportBuilder.routine_name()
      • ReportBuilder.routine_qubits()
      • ReportBuilder.single_qubit_plot()
      • ReportBuilder.plot()
  • qibocal.cli.utils module
    • generate_output_folder()
• qibocal.protocols package
  • Subpackages
    • qibocal.protocols.characterization package
      • Operation
      • Subpackages
      • Submodules
      • qibocal.protocols.characterization.classification module
      • qibocal.protocols.characterization.dispersive_shift module
      • qibocal.protocols.characterization.flipping module
      • qibocal.protocols.characterization.qubit_spectroscopy module
      • qibocal.protocols.characterization.ramsey module
      • qibocal.protocols.characterization.ramsey_sequences module
      • qibocal.protocols.characterization.readout_characterization module
      • qibocal.protocols.characterization.resonator_punchout module
      • qibocal.protocols.characterization.resonator_punchout_attenuation module
      • qibocal.protocols.characterization.resonator_spectroscopy module
      • qibocal.protocols.characterization.resonator_spectroscopy_attenuation module
      • qibocal.protocols.characterization.test module
      • qibocal.protocols.characterization.two module
      • qibocal.protocols.characterization.utils module
• qibocal.web package
  • Submodules
  • qibocal.web.report module
    • create_report()

Submodules

qibocal.bootstrap module

qibocal.bootstrap.data_uncertainties(data, method=None, data_median=None, homogeneous=True)

Compute the uncertainties of the median (or specified) values.

Parameters

• data (list or np.ndarray) – 2d array with rows containing data points from which the median value is extracted.

• method (str or int or float, optional) – method of computing the method. If "std", computes the standard deviation. If number between 0 and 100, computes the corresponding confidence interval using np.percentile. Otherwise, returns None. Defaults to None.

• data_median (list or np.ndarray, optional) – 1d array for computing the errors from the confidence interval. If None, the median values are computed from data.

• homogeneous (bool) – if True, assumes that all rows in data are of the same size and returns np.ndarray. Default is True.

Returns

uncertainties of the data.

Return type

np.ndarray

qibocal.bootstrap.bootstrap(data: Union[ndarray, list], n_bootstrap: int, homogeneous: bool = True, sample_size: Optional[int] = None, seed: Optional[int] = None)

Non-parametric bootstrap resampling.

Parameters

• data (list or np.ndarray) – 2d array with rows containing samples.

• n_bootstrap (int) – number of bootstrap iterations.

• homogeneous (bool) – if True, assumes that all rows in data are of the same size and returns np.ndarray. If False, returns a list of lists. Default is True.

• sample_size (int, optional) – number of samples per row in data. If None, defaults to len(row) from data.

• seed (int, optional) – A fixed seed to initialize np.random.Generator. If None, initializes a generator with a random seed. Defaults is None.

Returns

resampled data of shape (len(data), sample_size, n_bootstrap)

Return type

list or np.ndarray

qibocal.config module

Custom logger implemenation.

qibocal.config.raise_error(exception, message=None, args=None)

Raise exception with logging error.

Parameters

• exception (Exception) – python exception.

• message (str) – the error message.

class qibocal.config.CustomHandler

Bases: StreamHandler

Custom handler for logging algorithm.

format(record)

Format the record with specific format.

qibocal.utils module

qibocal.utils.allocate_single_qubits(platform: Optional[Platform], qubit_ids: list[Union[str, int]]) → dict[Union[str, int], qibolab.qubits.Qubit]

Construct the map from the chosen ids to the corresponding physical qubits available on the platform.

qibocal.utils.allocate_qubits_pairs(platform: Optional[Platform], qubit_pairs_ids: list[tuple[Union[str, int], Union[str, int]]]) → dict[tuple[Union[str, int], Union[str, int]], qibolab.qubits.QubitPair]

Construct the map from the chosen id pairs to the corresponding physical qubit pairs available on the platform.