braket.default_simulator.result_types module

braket.default_simulator.result_types.from_braket_result_type(result_type) → braket.default_simulator.result_types.ResultType

Creates a ResultType corresponding to the given Braket instruction.

Parameters:result_type – Result type for a circuit specified using the braket.ir.jacqd format. Returns:ResultType – Instance of specific ResultType corresponding to the type of result_type Raises:NotImplementedError – If no concrete ResultType class has been registered for the Braket instruction type

class braket.default_simulator.result_types.ResultType

Bases: abc.ABC

An abstract class that when implemented defines a calculation on a quantum state simulation.

Note

All result types are calculated exactly, instead of approximated from samples. Sampled results are returned from Simulation.retrieve_samples, which can be processed by, for example, the Amazon Braket SDK.

calculate(simulation: braket.default_simulator.simulation.Simulation) → Any

Calculate a result from the given quantum state vector simulation.

Parameters:simulation (Simulation) – The simulation to use in the calculation. Returns:Any – The result of the calculation.

class braket.default_simulator.result_types.TargetedResultType(targets: Optional[List[int]] = None)

Bases: braket.default_simulator.result_types.ResultType, abc.ABC

Holds an observable that may target qubits.

Parameters:targets (List[int], optional) – The target qubits of the result type. If None, no specific qubits are targeted.

targets

The target qubits of the result type, if any.

Type:Tuple[int], optional

class braket.default_simulator.result_types.ObservableResultType(observable: braket.default_simulator.operation.Observable)

Bases: braket.default_simulator.result_types.TargetedResultType, abc.ABC

Holds an observable to perform a calculation in conjunction with a state.

Parameters:observable (Observable) – The observable for which the desired result is calculated

observable

The observable for which the desired result is calculated.

Type:Observable

targets

The target qubits of the result type, if any.

Type:Tuple[int], optional

calculate(simulation: braket.default_simulator.simulation.Simulation) → Union[float, List[float]]

Calculates the result type using the underlying observable.

Returns a real number if the observable has defined targets, or a list of real numbers, one for the result type on each target, if the observable has no target.

Parameters:simulation (Simulation) – The simulation to use in the calculation. Returns:Union[float, List[float]] – The value of the result type; will be a real due to self-adjointness of observable.

class braket.default_simulator.result_types.StateVector

Bases: braket.default_simulator.result_types.ResultType

Simply returns the given state vector.

calculate(simulation: braket.default_simulator.state_vector_simulation.StateVectorSimulation) → numpy.ndarray

Return the given state vector of the simulation.

Parameters:simulation (StateVectorSimulation) – The simulation whose state vector will be returned Returns:np.ndarray – The state vector (before observables) of the simulation

class braket.default_simulator.result_types.DensityMatrix(targets: Optional[List[int]] = None)

Bases: braket.default_simulator.result_types.TargetedResultType

Simply returns the given density matrix.

Parameters:targets (Optional[List[int]]) – The qubit indices on which the reduced density matrix are desired. If no targets are specified, the full density matrix is calculated. Default: None

calculate(simulation: braket.default_simulator.simulation.Simulation) → numpy.ndarray

Return the given density matrix of the simulation.

Parameters:simulation (Simulation) – The simulation whose (full or reduced) density matrix will be returned. Returns:np.ndarray – The density matrix (before observables) of the simulation

class braket.default_simulator.result_types.Amplitude(states: List[str])

Bases: braket.default_simulator.result_types.ResultType

Extracts the amplitudes of the desired computational basis states.

Parameters:states (List[str]) – The computational basis states whose amplitudes are desired

calculate(simulation: braket.default_simulator.state_vector_simulation.StateVectorSimulation) → Dict[str, complex]

Return the amplitudes of the desired computational basis states in the state of the given simulation.

Parameters:simulation (StateVectorSimulation) – The simulation whose state vector amplitudes will be returned Returns:Dict[str, complex] – A dict keyed on computational basis states as bitstrings, with corresponding values the amplitudes

class braket.default_simulator.result_types.Probability(targets: Optional[List[int]] = None)

Bases: braket.default_simulator.result_types.TargetedResultType

Computes the marginal probabilities of computational basis states on the desired qubits.

Parameters:targets (Optional[List[int]]) – The qubit indices on which probabilities are desired. If no targets are specified, the probabilities are calculated on the entire state. Default: None

calculate(simulation: braket.default_simulator.simulation.Simulation) → numpy.ndarray

Return the marginal probabilities of computational basis states on the target qubits.

Probabilities are marginalized over all non-target qubits.

Parameters:simulation (Simulation) – The simulation from which probabilities are calculated. Returns:np.ndarray – An array of probabilities of length equal to 2^(number of target qubits), indexed by the decimal encoding of the computational basis state on the target qubits

class braket.default_simulator.result_types.Expectation(observable: braket.default_simulator.operation.Observable)

Bases: braket.default_simulator.result_types.ObservableResultType

Holds an observable \(O\) to calculate its expected value.

Parameters:observable (Observable) – The observable for which the desired result is calculated

class braket.default_simulator.result_types.Variance(observable: braket.default_simulator.operation.Observable)

Bases: braket.default_simulator.result_types.ObservableResultType

Holds an observable \(O\) to calculate its variance.

Parameters:observable (Observable) – The observable for which the desired result is calculated