From 790412e36d0ccdd34129feb250e16f825e807d68 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Wed, 6 Nov 2024 01:35:48 +0000 Subject: [PATCH] Sync latest dev docs --- ..._runtime.execution_span.ExecutionSpans.mdx | 4 +- ....utils.noise_learner_result.LayerError.mdx | 33 +++- ...ime.visualization.draw_execution_spans.mdx | 2 +- ...ime.visualization.draw_layer_error_map.mdx | 3 +- docs/api/qiskit/dev/circuit_library.mdx | 186 +++++++++++++++++- .../dev/qiskit.circuit.library.Diagonal.mdx | 44 +---- .../qiskit.circuit.library.DiagonalGate.mdx | 34 +++- ...qiskit.circuit.library.FourierChecking.mdx | 2 +- ...rcuit.library.FunctionalPauliRotations.mdx | 2 +- .../qiskit/dev/qiskit.circuit.library.GMS.mdx | 10 +- .../qiskit/dev/qiskit.circuit.library.GR.mdx | 2 +- .../qiskit/dev/qiskit.circuit.library.GRX.mdx | 2 +- .../qiskit/dev/qiskit.circuit.library.GRY.mdx | 2 +- .../qiskit/dev/qiskit.circuit.library.GRZ.mdx | 2 +- .../dev/qiskit.circuit.library.GraphState.mdx | 2 +- 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a/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.execution_span.ExecutionSpans.mdx +++ b/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.execution_span.ExecutionSpans.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit_ibm_runtime.execution_span.ExecutionSpans # ExecutionSpans - + A collection of timings for pub results. This class is a list-like containing [`ExecutionSpan`](qiskit_ibm_runtime.execution_span.ExecutionSpan "qiskit_ibm_runtime.execution_span.ExecutionSpan")s, where each execution span represents a time window of data collection, and contains a reference to exactly which of the data were collected during the window. @@ -77,7 +77,7 @@ python_api_name: qiskit_ibm_runtime.execution_span.ExecutionSpans ### draw - + Draw these execution spans. diff --git a/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.utils.noise_learner_result.LayerError.mdx b/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.utils.noise_learner_result.LayerError.mdx index bf0ac6d50a5..a2d34fcfe27 100644 --- a/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.utils.noise_learner_result.LayerError.mdx +++ b/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.utils.noise_learner_result.LayerError.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit_ibm_runtime.utils.noise_learner_result.LayerError # LayerError - + The error channel (in Pauli-Lindblad format) of a single layer of instructions. **Parameters** @@ -132,5 +132,36 @@ python_api_name: qiskit_ibm_runtime.utils.noise_learner_result.LayerError `Figure` + + ### draw\_swarm + + + Draw a swarm plot of the rates in this layer error. + + This function plots the rates along a vertical axes, offsetting the rates along the `x` axis so that they do not overlap with each other. + + + To draw multiple layer errors at once, consider calling `draw_layer_errors_swarm()` directly. + + + **Parameters** + + * **num\_bodies** (`Optional`\[`int`]) – The weight of the generators to include in the plot, or `None` if all the generators should be included. + * **max\_rate** (`Optional`\[`float`]) – The largest rate to include in the plot, or `None` if no upper limit should be set. + * **min\_rate** (`Optional`\[`float`]) – The smallest rate to include in the plot, or `None` if no lower limit should be set. + * **connected** (`Union`\[`list`\[[`Pauli`](/api/qiskit/qiskit.quantum_info.Pauli "(in Qiskit v1.2)")], `list`\[`str`], `None`]) – A list of generators whose markers are to be connected by lines. + * **colors** (`Optional`\[`list`\[`str`]]) – A list of colors for the markers in the plot, or `None` if these colors are to be chosen automatically. + * **num\_bins** (`Optional`\[`int`]) – The number of bins to place the rates into when calculating the `x`-axis offsets. + * **opacities** (`Union`\[`float`, `list`\[`float`]]) – A list of opacities for the markers. + * **names** (`Optional`\[`list`\[`str`]]) – The names of the various layers as displayed in the legend. If `None`, default names are assigned based on the layers’ position inside the `layer_errors` list. + * **x\_coo** (`Optional`\[`list`\[`float`]]) – The `x`-axis coordinates of the vertical axes that the markers are drawn around, or `None` if these axes should be placed at regular intervals. + * **marker\_size** (`Optional`\[`float`]) – The size of the marker in the plot. + * **height** (`int`) – The height of the returned figure. + * **width** (`int`) – The width of the returned figure. + + **Return type** + + `Figure` + diff --git a/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.visualization.draw_execution_spans.mdx b/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.visualization.draw_execution_spans.mdx index 383a364923c..fb5b6442c2a 100644 --- a/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.visualization.draw_execution_spans.mdx +++ b/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.visualization.draw_execution_spans.mdx @@ -10,7 +10,7 @@ python_api_name: qiskit_ibm_runtime.visualization.draw_execution_spans # draw\_execution\_spans - + Draw one or more [`ExecutionSpans`](qiskit_ibm_runtime.execution_span.ExecutionSpans "qiskit_ibm_runtime.execution_span.ExecutionSpans") on a bar plot. **Parameters** diff --git a/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.visualization.draw_layer_error_map.mdx b/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.visualization.draw_layer_error_map.mdx index 91a37007fd0..4c12f1a1790 100644 --- a/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.visualization.draw_layer_error_map.mdx +++ b/docs/api/qiskit-ibm-runtime/dev/qiskit_ibm_runtime.visualization.draw_layer_error_map.mdx @@ -10,7 +10,7 @@ python_api_name: qiskit_ibm_runtime.visualization.draw_layer_error_map # draw\_layer\_error\_map - + Draw a map view of a [`LayerError`](qiskit_ibm_runtime.utils.noise_learner_result.LayerError "qiskit_ibm_runtime.utils.noise_learner_result.LayerError"). **Parameters** @@ -32,7 +32,6 @@ python_api_name: qiskit_ibm_runtime.visualization.draw_layer_error_map * **ValueError** – If the given coordinates are incompatible with the specified backend. * **ValueError** – If `backend` has no coupling map. - * **ModuleNotFoundError** – If the required `plotly` dependencies cannot be imported. **Return type** diff --git a/docs/api/qiskit/dev/circuit_library.mdx b/docs/api/qiskit/dev/circuit_library.mdx index 525b6740265..1e136dab67e 100644 --- a/docs/api/qiskit/dev/circuit_library.mdx +++ b/docs/api/qiskit/dev/circuit_library.mdx @@ -85,7 +85,7 @@ print(gate.control(1).to_matrix()) # CX (controlled X) gate | [`ECRGate`](qiskit.circuit.library.ECRGate "qiskit.circuit.library.ECRGate")(\*args\[, \_force\_mutable]) | An echoed cross-resonance gate. | | [`HGate`](qiskit.circuit.library.HGate "qiskit.circuit.library.HGate")(\*args\[, \_force\_mutable]) | Single-qubit Hadamard gate. | | [`IGate`](qiskit.circuit.library.IGate "qiskit.circuit.library.IGate")(\*args\[, \_force\_mutable]) | Identity gate. | -| [`MSGate`](qiskit.circuit.library.MSGate "qiskit.circuit.library.MSGate")(num\_qubits, theta\[, label]) | MSGate has been deprecated. | +| [`MSGate`](qiskit.circuit.library.MSGate "qiskit.circuit.library.MSGate")(num\_qubits, theta\[, label]) | The Mølmer–Sørensen gate. | | [`PhaseGate`](qiskit.circuit.library.PhaseGate "qiskit.circuit.library.PhaseGate")(theta\[, label, duration, unit]) | Single-qubit rotation about the Z axis. | | [`RCCXGate`](qiskit.circuit.library.RCCXGate "qiskit.circuit.library.RCCXGate")(\*args\[, \_force\_mutable]) | The simplified Toffoli gate, also referred to as Margolus gate. | | [`RC3XGate`](qiskit.circuit.library.RC3XGate "qiskit.circuit.library.RC3XGate")(\*args\[, \_force\_mutable]) | The simplified 3-controlled Toffoli gate. | @@ -134,12 +134,12 @@ Operations are non-reversible changes in the quantum state of the circuit. These “gates” (many are [`QuantumCircuit`](qiskit.circuit.QuantumCircuit "qiskit.circuit.QuantumCircuit") subclasses) allow to set the amount of qubits involved at instantiation time. ```python -from qiskit.circuit.library import Diagonal +from qiskit.circuit.library import DiagonalGate -diagonal = Diagonal([1, 1]) +diagonal = DiagonalGate([1, 1j]) print(diagonal.num_qubits) -diagonal = Diagonal([1, 1, 1, 1]) +diagonal = DiagonalGate([1, 1, 1, -1]) print(diagonal.num_qubits) ``` @@ -150,8 +150,8 @@ print(diagonal.num_qubits) | | | | ------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------- | -| [`Diagonal`](qiskit.circuit.library.Diagonal "qiskit.circuit.library.Diagonal")(diag) | Diagonal circuit. | -| [`DiagonalGate`](qiskit.circuit.library.DiagonalGate "qiskit.circuit.library.DiagonalGate")(diag) | Gate implementing a diagonal transformation. | +| [`Diagonal`](qiskit.circuit.library.Diagonal "qiskit.circuit.library.Diagonal")(diag) | Circuit implementing a diagonal transformation. | +| [`DiagonalGate`](qiskit.circuit.library.DiagonalGate "qiskit.circuit.library.DiagonalGate")(diag) | A generic diagonal quantum gate. | | [`MCMT`](qiskit.circuit.library.MCMT "qiskit.circuit.library.MCMT")(gate, num\_ctrl\_qubits, num\_target\_qubits) | The multi-controlled multi-target gate, for an arbitrary singly controlled target gate. | | [`MCMTVChain`](qiskit.circuit.library.MCMTVChain "qiskit.circuit.library.MCMTVChain")(gate, num\_ctrl\_qubits, ...) | The MCMT implementation using the CCX V-chain. | | [`Permutation`](qiskit.circuit.library.Permutation "qiskit.circuit.library.Permutation")(num\_qubits\[, pattern, seed]) | An n\_qubit circuit that permutes qubits. | @@ -550,6 +550,180 @@ $$ [textbook](https://github.com/Qiskit/textbook/blob/main/notebooks/ch-algorithms/quantum-phase-estimation.ipynb) +### grover\_operator + + + Construct the Grover operator. + + Grover’s search algorithm \[1, 2] consists of repeated applications of the so-called Grover operator used to amplify the amplitudes of the desired output states. This operator, $\mathcal{Q}$, consists of the phase oracle, $\mathcal{S}_f$, zero phase-shift or zero reflection, $\mathcal{S}_0$, and an input state preparation $\mathcal{A}$: + +$$ +\mathcal{Q} = \mathcal{A} \mathcal{S}_0 \mathcal{A}^\dagger \mathcal{S}_f + + +$$ + + In the standard Grover search we have $\mathcal{A} = H^{\otimes n}$: + +$$ +\mathcal{Q} = H^{\otimes n} \mathcal{S}_0 H^{\otimes n} \mathcal{S}_f += D \mathcal{S_f} + + +$$ + + The operation $D = H^{\otimes n} \mathcal{S}_0 H^{\otimes n}$ is also referred to as diffusion operator. In this formulation we can see that Grover’s operator consists of two steps: first, the phase oracle multiplies the good states by -1 (with $\mathcal{S}_f$) and then the whole state is reflected around the mean (with $D$). + + This class allows setting a different state preparation, as in quantum amplitude amplification (a generalization of Grover’s algorithm), $\mathcal{A}$ might not be a layer of Hardamard gates \[3]. + + The action of the phase oracle $\mathcal{S}_f$ is defined as + +$$ +\mathcal{S}_f: |x\rangle \mapsto (-1)^{f(x)}|x\rangle + + +$$ + + where $f(x) = 1$ if $x$ is a good state and 0 otherwise. To highlight the fact that this oracle flips the phase of the good states and does not flip the state of a result qubit, we call $\mathcal{S}_f$ a phase oracle. + + Note that you can easily construct a phase oracle from a bitflip oracle by sandwiching the controlled X gate on the result qubit by a X and H gate. For instance + + ```python + Bitflip oracle Phaseflip oracle + q_0: ──■── q_0: ────────────■──────────── + ┌─┴─┐ ┌───┐┌───┐┌─┴─┐┌───┐┌───┐ + out: ┤ X ├ out: ┤ X ├┤ H ├┤ X ├┤ H ├┤ X ├ + └───┘ └───┘└───┘└───┘└───┘└───┘ + ``` + + There is some flexibility in defining the oracle and $\mathcal{A}$ operator. Before the Grover operator is applied in Grover’s algorithm, the qubits are first prepared with one application of the $\mathcal{A}$ operator (or Hadamard gates in the standard formulation). Thus, we always have operation of the form $\mathcal{A} \mathcal{S}_f \mathcal{A}^\dagger$. Therefore it is possible to move bitflip logic into $\mathcal{A}$ and leaving the oracle only to do phaseflips via Z gates based on the bitflips. One possible use-case for this are oracles that do not uncompute the state qubits. + + The zero reflection $\mathcal{S}_0$ is usually defined as + +$$ +\mathcal{S}_0 = 2 |0\rangle^{\otimes n} \langle 0|^{\otimes n} - \mathbb{I}_n + + +$$ + + where $\mathbb{I}_n$ is the identity on $n$ qubits. By default, this class implements the negative version $2 |0\rangle^{\otimes n} \langle 0|^{\otimes n} - \mathbb{I}_n$, since this can simply be implemented with a multi-controlled Z sandwiched by X gates on the target qubit and the introduced global phase does not matter for Grover’s algorithm. + + **Examples** + + We can construct a Grover operator just from the phase oracle: + + ```python + from qiskit.circuit import QuantumCircuit + from qiskit.circuit.library import grover_operator + + oracle = QuantumCircuit(2) + oracle.z(0) # good state = first qubit is |1> + grover_op = grover_operator(oracle, insert_barriers=True) + grover_op.draw("mpl") + ``` + + ![../\_images/circuit\_library-9.png](/images/api/qiskit/dev/circuit_library-9.png) + + We can also modify the state preparation: + + ```python + oracle = QuantumCircuit(1) + oracle.z(0) # the qubit state |1> is the good state + state_preparation = QuantumCircuit(1) + state_preparation.ry(0.2, 0) # non-uniform state preparation + grover_op = grover_operator(oracle, state_preparation) + grover_op.draw("mpl") + ``` + + ![../\_images/circuit\_library-10\_00.png](/images/api/qiskit/dev/circuit_library-10_00.png) + + ![../\_images/circuit\_library-10\_01.png](/images/api/qiskit/dev/circuit_library-10_01.png) + + In addition, we can also mark which qubits the zero reflection should act on. This is useful in case that some qubits are just used as scratch space but should not affect the oracle: + + ```python + oracle = QuantumCircuit(4) + oracle.z(3) + reflection_qubits = [0, 3] + state_preparation = QuantumCircuit(4) + state_preparation.cry(0.1, 0, 3) + state_preparation.ry(0.5, 3) + grover_op = grover_operator(oracle, state_preparation, reflection_qubits=reflection_qubits) + grover_op.draw("mpl") + ``` + + ![../\_images/circuit\_library-11\_00.png](/images/api/qiskit/dev/circuit_library-11_00.png) + + ![../\_images/circuit\_library-11\_01.png](/images/api/qiskit/dev/circuit_library-11_01.png) + + ![../\_images/circuit\_library-11\_02.png](/images/api/qiskit/dev/circuit_library-11_02.png) + + The oracle and the zero reflection can also be passed as [`qiskit.quantum_info`](quantum_info#module-qiskit.quantum_info "qiskit.quantum_info") objects: + + ```python + from qiskit.quantum_info import Statevector, DensityMatrix, Operator + + mark_state = Statevector.from_label("011") + reflection = 2 * DensityMatrix.from_label("000") - Operator.from_label("III") + grover_op = grover_operator(oracle=mark_state, zero_reflection=reflection) + grover_op.draw("mpl") + ``` + + ![../\_images/circuit\_library-12\_00.png](/images/api/qiskit/dev/circuit_library-12_00.png) + + ![../\_images/circuit\_library-12\_01.png](/images/api/qiskit/dev/circuit_library-12_01.png) + + ![../\_images/circuit\_library-12\_02.png](/images/api/qiskit/dev/circuit_library-12_02.png) + + ![../\_images/circuit\_library-12\_03.png](/images/api/qiskit/dev/circuit_library-12_03.png) + + For a large number of qubits, the multi-controlled X gate used for the zero-reflection can be synthesized in different fashions. Depending on the number of available qubits, the compiler will choose a different implementation: + + ```python + from qiskit import transpile, Qubit + from qiskit.circuit import QuantumCircuit + from qiskit.circuit.library import grover_operator + + oracle = QuantumCircuit(10) + oracle.z(oracle.qubits) + grover_op = grover_operator(oracle) + + # without extra qubit space, the MCX synthesis is expensive + basis_gates = ["u", "cx"] + tqc = transpile(grover_op, basis_gates=basis_gates) + is_2q = lambda inst: len(inst.qubits) == 2 + print("2q depth w/o scratch qubits:", tqc.depth(filter_function=is_2q)) # > 350 + + # add extra bits that can be used as scratch space + grover_op.add_bits([Qubit() for _ in range(num_qubits)]) + tqc = transpile(grover_op, basis_gates=basis_gates) + print("2q depth w/ scratch qubits:", tqc.depth(filter_function=is_2q)) # < 100 + ``` + + **Parameters** + + * **oracle** ([*QuantumCircuit*](qiskit.circuit.QuantumCircuit "qiskit.circuit.QuantumCircuit") *|*[*Statevector*](qiskit.quantum_info.Statevector "qiskit.quantum_info.Statevector")) – The phase oracle implementing a reflection about the bad state. Note that this is not a bitflip oracle, see the docstring for more information. + * **state\_preparation** ([*QuantumCircuit*](qiskit.circuit.QuantumCircuit "qiskit.circuit.QuantumCircuit") *| None*) – The operator preparing the good and bad state. For Grover’s algorithm, this is a n-qubit Hadamard gate and for amplitude amplification or estimation the operator $\mathcal{A}$. + * **zero\_reflection** ([*QuantumCircuit*](qiskit.circuit.QuantumCircuit "qiskit.circuit.QuantumCircuit") *|*[*DensityMatrix*](qiskit.quantum_info.DensityMatrix "qiskit.quantum_info.DensityMatrix") *|*[*Operator*](qiskit.quantum_info.Operator "qiskit.quantum_info.Operator") *| None*) – The reflection about the zero state, $\mathcal{S}_0$. + * **reflection\_qubits** ([*list*](https://docs.python.org/3/library/stdtypes.html#list "(in Python v3.13)")*\[*[*int*](https://docs.python.org/3/library/functions.html#int "(in Python v3.13)")*] | None*) – Qubits on which the zero reflection acts on. + * **insert\_barriers** ([*bool*](https://docs.python.org/3/library/functions.html#bool "(in Python v3.13)")) – Whether barriers should be inserted between the reflections and A. + * **name** ([*str*](https://docs.python.org/3/library/stdtypes.html#str "(in Python v3.13)")) – The name of the circuit. + + **References** + + **\[1]: L. K. Grover (1996), A fast quantum mechanical algorithm for database search,** + + [arXiv:quant-ph/9605043](https://arxiv.org/abs/quant-ph/9605043). + + **\[2]: I. Chuang & M. Nielsen, Quantum Computation and Quantum Information,** + + Cambridge: Cambridge University Press, 2000. Chapter 6.1.2. + + **\[3]: Brassard, G., Hoyer, P., Mosca, M., & Tapp, A. (2000).** + + Quantum Amplitude Amplification and Estimation. [arXiv:quant-ph/0005055](http://arxiv.org/abs/quant-ph/0005055). + + ## N-local circuits These `BlueprintCircuit` subclasses are used as parameterized models (a.k.a. ansatzes or variational forms) in variational algorithms. They are heavily used in near-term algorithms in e.g. Chemistry, Physics or Optimization. diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.Diagonal.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.Diagonal.mdx index d294ae870ea..f716417e3d5 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.Diagonal.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.Diagonal.mdx @@ -8,48 +8,14 @@ python_api_name: qiskit.circuit.library.Diagonal # Diagonal - + Bases: [`QuantumCircuit`](qiskit.circuit.QuantumCircuit "qiskit.circuit.quantumcircuit.QuantumCircuit") - Diagonal circuit. + Circuit implementing a diagonal transformation. - Circuit symbol: - - ```text - ┌───────────┐ - q_0: ┤0 ├ - │ │ - q_1: ┤1 Diagonal ├ - │ │ - q_2: ┤2 ├ - └───────────┘ - ``` - - Matrix form: - -$$ -\text{DiagonalGate}\ q_0, q_1, .., q_{n-1} = -\begin{pmatrix} -D[0] & 0 & \dots & 0 \\ -0 & D[1] & \dots & 0 \\ -\vdots & \vdots & \ddots & 0 \\ -0 & 0 & \dots & D[n-1] -\end{pmatrix} - - -$$ - - Diagonal gates are useful as representations of Boolean functions, as they can map from $\{0,1\}^{2^n}$ to $\{0,1\}^{2^n}$ space. For example a phase oracle can be seen as a diagonal gate with $\{1, -1\}$ on the diagonals. Such an oracle will induce a $+1$ or :math\`-1\` phase on the amplitude of any corresponding basis state. - - Diagonal gates appear in many classically hard oracular problems such as Forrelation or Hidden Shift circuits. - - Diagonal gates are represented and simulated more efficiently than a dense $2^n \times 2^n$ unitary matrix. - - The reference implementation is via the method described in Theorem 7 of \[1]. The code is based on Emanuel Malvetti’s semester thesis at ETH in 2018, supervised by Raban Iten and Prof. Renato Renner. - - **Reference:** - - \[1] Shende et al., Synthesis of Quantum Logic Circuits, 2009 [arXiv:0406176](https://arxiv.org/pdf/quant-ph/0406176.pdf) + + The class `qiskit.circuit.library.generalized_gates.diagonal.Diagonal` is pending deprecation as of qiskit 1.3. It will be marked deprecated in a future release, and then removed no earlier than 3 months after the release date. Use DiagonalGate instead. + **Parameters** diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.DiagonalGate.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.DiagonalGate.mdx index d0d0c08503e..c9fe1acaa21 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.DiagonalGate.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.DiagonalGate.mdx @@ -8,10 +8,36 @@ python_api_name: qiskit.circuit.library.DiagonalGate # DiagonalGate - + Bases: [`Gate`](qiskit.circuit.Gate "qiskit.circuit.gate.Gate") - Gate implementing a diagonal transformation. + A generic diagonal quantum gate. + + Matrix form: + +$$ +\text{DiagonalGate}\ q_0, q_1, .., q_{n-1} = +\begin{pmatrix} +D[0] & 0 & \dots & 0 \\ +0 & D[1] & \dots & 0 \\ +\vdots & \vdots & \ddots & 0 \\ +0 & 0 & \dots & D[n-1] +\end{pmatrix} + + +$$ + + Diagonal gates are useful as representations of Boolean functions, as they can map from $\{0,1\}^{2^n}$ to $\{0,1\}^{2^n}$ space. For example a phase oracle can be seen as a diagonal gate with $\{1, -1\}$ on the diagonals. Such an oracle will induce a $+1$ or :math\`-1\` phase on the amplitude of any corresponding basis state. + + Diagonal gates appear in many classically hard oracular problems such as Forrelation or Hidden Shift circuits. + + Diagonal gates are represented and simulated more efficiently than a dense $2^n \times 2^n$ unitary matrix. + + The reference implementation is via the method described in Theorem 7 of \[1]. The code is based on Emanuel Malvetti’s semester thesis at ETH in 2018, supervised by Raban Iten and Prof. Renato Renner. + + **Reference:** + + \[1] Shende et al., Synthesis of Quantum Logic Circuits, 2009 [arXiv:0406176](https://arxiv.org/pdf/quant-ph/0406176.pdf) **Parameters** @@ -134,13 +160,13 @@ python_api_name: qiskit.circuit.library.DiagonalGate ### inverse - + Return the inverse of the diagonal gate. ### validate\_parameter - + Diagonal Gate parameter should accept complex (in addition to the Gate parameter types) and always return build-in complex. diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.FourierChecking.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.FourierChecking.mdx index ae1baee43d5..3127ca001fa 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.FourierChecking.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.FourierChecking.mdx @@ -104,7 +104,7 @@ python_api_name: qiskit.circuit.library.FourierChecking ### instances - + ### layout diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.FunctionalPauliRotations.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.FunctionalPauliRotations.mdx index ca3a544c551..29751714c35 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.FunctionalPauliRotations.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.FunctionalPauliRotations.mdx @@ -91,7 +91,7 @@ python_api_name: qiskit.circuit.library.FunctionalPauliRotations ### instances - + ### layout diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.GMS.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.GMS.mdx index defbf6335a9..d7f6dc6f9a7 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.GMS.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.GMS.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit.circuit.library.GMS # GMS - + Bases: [`QuantumCircuit`](qiskit.circuit.QuantumCircuit "qiskit.circuit.quantumcircuit.QuantumCircuit") Global Mølmer–Sørensen gate. @@ -46,10 +46,14 @@ $$ Create a new Global Mølmer–Sørensen (GMS) gate. + + The class `qiskit.circuit.library.generalized_gates.gms.GMS` is pending deprecation as of qiskit 1.3. It will be marked deprecated in a future release, and then removed no earlier than 3 months after the release date. Use the MSGate instead. + + **Parameters** * **num\_qubits** ([*int*](https://docs.python.org/3/library/functions.html#int "(in Python v3.13)")) – width of gate. - * **theta** ([*List*](https://docs.python.org/3/library/typing.html#typing.List "(in Python v3.13)")*\[*[*List*](https://docs.python.org/3/library/typing.html#typing.List "(in Python v3.13)")*\[*[*float*](https://docs.python.org/3/library/functions.html#float "(in Python v3.13)")*]] |* [*ndarray*](https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray "(in NumPy v2.1)")) – a num\_qubits x num\_qubits symmetric matrix of interaction angles for each qubit pair. The upper triangle is considered. + * **theta** ([*list*](https://docs.python.org/3/library/stdtypes.html#list "(in Python v3.13)")*\[*[*list*](https://docs.python.org/3/library/stdtypes.html#list "(in Python v3.13)")*\[*[*float*](https://docs.python.org/3/library/functions.html#float "(in Python v3.13)")*]] | np.ndarray*) – a num\_qubits x num\_qubits symmetric matrix of interaction angles for each qubit pair. The upper triangle is considered. ## Attributes @@ -109,7 +113,7 @@ $$ ### instances - + ### layout diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.GR.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.GR.mdx index 97930467c0a..16d60195218 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.GR.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.GR.mdx @@ -103,7 +103,7 @@ $$ ### instances - + ### layout diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.GRX.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.GRX.mdx index cc84083d6bf..85d9009e52d 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.GRX.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.GRX.mdx @@ -102,7 +102,7 @@ $$ ### instances - + ### layout diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.GRY.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.GRY.mdx index 325d5af30ab..ef69a7faace 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.GRY.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.GRY.mdx @@ -102,7 +102,7 @@ $$ ### instances - + ### layout diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.GRZ.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.GRZ.mdx index e6c212af1f1..d478bc7a7a4 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.GRZ.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.GRZ.mdx @@ -102,7 +102,7 @@ $$ ### instances - + ### layout diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.GraphState.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.GraphState.mdx index 00c621185f9..1ed7229817f 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.GraphState.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.GraphState.mdx @@ -111,7 +111,7 @@ $$ ### instances - + ### layout diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.GroverOperator.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.GroverOperator.mdx index 1a7795ff7d1..d6286a6a507 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.GroverOperator.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.GroverOperator.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit.circuit.library.GroverOperator # GroverOperator - + Bases: [`QuantumCircuit`](qiskit.circuit.QuantumCircuit "qiskit.circuit.quantumcircuit.QuantumCircuit") The Grover operator. @@ -136,6 +136,10 @@ $$ « └─────────────────┘└───────────────┘└────────────┘└───┘ ``` + + The [`grover_operator()`](circuit_library#qiskit.circuit.library.grover_operator "qiskit.circuit.library.grover_operator") implements the same functionality but keeping the [`MCXGate`](qiskit.circuit.library.MCXGate "qiskit.circuit.library.MCXGate") abstract, such that the compiler may choose the optimal decomposition. We recommend using [`grover_operator()`](circuit_library#qiskit.circuit.library.grover_operator "qiskit.circuit.library.grover_operator") for performance reasons, which does not wrap the circuit into an opaque gate. + + **References** **\[1]: L. K. Grover (1996), A fast quantum mechanical algorithm for database search,** @@ -150,6 +154,10 @@ $$ Quantum Amplitude Amplification and Estimation. [arXiv:quant-ph/0005055](http://arxiv.org/abs/quant-ph/0005055). + + The class `qiskit.circuit.library.grover_operator.GroverOperator` is pending deprecation as of qiskit 1.3. It will be marked deprecated in a future release, and then removed no earlier than 3 months after the release date. Use qiskit.circuit.library.grover\_operator instead. + + **Parameters** * **oracle** (*Union\[*[*QuantumCircuit*](qiskit.circuit.QuantumCircuit "qiskit.circuit.QuantumCircuit")*,* [*Statevector*](qiskit.quantum_info.Statevector "qiskit.quantum_info.Statevector")*]*) – The phase oracle implementing a reflection about the bad state. Note that this is not a bitflip oracle, see the docstring for more information. @@ -218,7 +226,7 @@ $$ ### instances - + ### layout diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.HRSCumulativeMultiplier.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.HRSCumulativeMultiplier.mdx index f3fa0e837f7..9af27ad669c 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.HRSCumulativeMultiplier.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.HRSCumulativeMultiplier.mdx @@ -119,7 +119,7 @@ python_api_name: qiskit.circuit.library.HRSCumulativeMultiplier ### instances - + ### layout diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.LinearFunction.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.LinearFunction.mdx index a009d0fb8bf..3afa9cbb1e0 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.LinearFunction.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.LinearFunction.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit.circuit.library.LinearFunction # LinearFunction - + Bases: [`Gate`](qiskit.circuit.Gate "qiskit.circuit.gate.Gate") A linear reversible circuit on n qubits. @@ -47,7 +47,7 @@ $$ **Parameters** - * **linear** ([*list*](https://docs.python.org/3/library/stdtypes.html#list "(in Python v3.13)")*\[*[*list*](https://docs.python.org/3/library/stdtypes.html#list "(in Python v3.13)")*] | np.ndarray\[*[*bool*](https://docs.python.org/3/library/functions.html#bool "(in Python v3.13)")*] |* [*QuantumCircuit*](qiskit.circuit.QuantumCircuit "qiskit.circuit.QuantumCircuit") *|*[*LinearFunction*](#qiskit.circuit.library.LinearFunction "qiskit.circuit.library.LinearFunction") *|*[*PermutationGate*](qiskit.circuit.library.PermutationGate "qiskit.circuit.library.PermutationGate") *|*[*Clifford*](qiskit.quantum_info.Clifford "qiskit.quantum_info.Clifford")) – data from which a linear function can be constructed. It can be either a nxn matrix (describing the linear transformation), a permutation (which is a special case of a linear function), another linear function, a clifford (when it corresponds to a linear function), or a quantum circuit composed of linear gates (CX and SWAP) and other objects described above, including nested subcircuits. + * **linear** ([*list*](https://docs.python.org/3/library/stdtypes.html#list "(in Python v3.13)")*\[*[*list*](https://docs.python.org/3/library/stdtypes.html#list "(in Python v3.13)")*\[*[*bool*](https://docs.python.org/3/library/functions.html#bool "(in Python v3.13)")*]] | np.ndarray\[*[*bool*](https://docs.python.org/3/library/functions.html#bool "(in Python v3.13)")*] |* [*QuantumCircuit*](qiskit.circuit.QuantumCircuit "qiskit.circuit.QuantumCircuit") *|*[*LinearFunction*](#qiskit.circuit.library.LinearFunction "qiskit.circuit.library.LinearFunction") *|*[*PermutationGate*](qiskit.circuit.library.PermutationGate "qiskit.circuit.library.PermutationGate") *|*[*Clifford*](qiskit.quantum_info.Clifford "qiskit.quantum_info.Clifford")) – data from which a linear function can be constructed. It can be either a nxn matrix (describing the linear transformation), a permutation (which is a special case of a linear function), another linear function, a clifford (when it corresponds to a linear function), or a quantum circuit composed of linear gates (CX and SWAP) and other objects described above, including nested subcircuits. * **validate\_input** ([*bool*](https://docs.python.org/3/library/functions.html#bool "(in Python v3.13)")) – if True, performs more expensive input validation checks, such as checking that a given n x n matrix is invertible. **Raises** @@ -183,7 +183,7 @@ $$ ### extend\_with\_identity - + Extend linear function to a linear function over nq qubits, with identities on other subsystems. **Parameters** @@ -202,13 +202,13 @@ $$ ### function\_str - + Return string representation of the linear function viewed as a linear transformation. ### is\_permutation - + Returns whether this linear function is a permutation, that is whether every row and every column of the n x n matrix has exactly one 1. **Return type** @@ -218,21 +218,25 @@ $$ ### mat\_str - + Return string representation of the linear function viewed as a matrix with 0/1 entries. ### permutation\_pattern - + This method first checks if a linear function is a permutation and raises a qiskit.circuit.exceptions.CircuitError if not. In the case that this linear function is a permutation, returns the permutation pattern. ### synthesize - + Synthesizes the linear function into a quantum circuit. + + The method `qiskit.circuit.library.generalized_gates.linear_function.LinearFunction.synthesize()` is pending deprecation as of qiskit 1.3. It will be marked deprecated in a future release, and then removed no earlier than 3 months after the release date. Call LinearFunction.definition instead, or compile the circuit. + + **Returns** A circuit implementing the evolution. @@ -244,7 +248,7 @@ $$ ### validate\_parameter - + Parameter validation diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.MSGate.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.MSGate.mdx index d1a71d1d7d8..7fe4a5a4f58 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.MSGate.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.MSGate.mdx @@ -8,18 +8,44 @@ python_api_name: qiskit.circuit.library.MSGate # MSGate - + Bases: [`Gate`](qiskit.circuit.Gate "qiskit.circuit.gate.Gate") - MSGate has been deprecated. Please use `GMS` in `qiskit.circuit.generalized_gates` instead. + The Mølmer–Sørensen gate. - Global Mølmer–Sørensen gate. + The Mølmer–Sørensen gate is native to ion-trap systems. The global MS can be applied to multiple ions to entangle multiple qubits simultaneously \[1]. - The Mølmer–Sørensen gate is native to ion-trap systems. The global MS can be applied to multiple ions to entangle multiple qubits simultaneously. + In the two-qubit case, this is equivalent to an XX interaction, and is thus reduced to the [`RXXGate`](qiskit.circuit.library.RXXGate "qiskit.circuit.library.RXXGate"). The global MS gate is a sum of XX interactions on all pairs \[2]. - In the two-qubit case, this is equivalent to an XX(theta) interaction, and is thus reduced to the RXXGate. +$$ +MS(\chi_{12}, \chi_{13}, ..., \chi_{n-1 n}) = +exp(-i \sum_{i=1}^{n} \sum_{j=i+1}^{n} X{\otimes}X \frac{\chi_{ij}}{2}) +$$ - Create new MS gate. + Example: + + ```python + import numpy as np + from qiskit.circuit.library import MSGate + from qiskit.quantum_info import Operator + + gate = MSGate(num_qubits=3, theta=[[0, np.pi/4, np.pi/8], + [0, 0, np.pi/2], + [0, 0, 0]]) + print(Operator(gate)) + ``` + + **References:** + + \[1] Sørensen, A. and Mølmer, K., Multi-particle entanglement of hot trapped ions. Physical Review Letters. 82 (9): 1835–1838. [arXiv:9810040](https://arxiv.org/abs/quant-ph/9810040) + + \[2] Maslov, D. and Nam, Y., Use of global interactions in efficient quantum circuit constructions. New Journal of Physics, 20(3), p.033018. [arXiv:1707.06356](https://arxiv.org/abs/1707.06356) + + **Parameters** + + * **num\_qubits** ([*int*](https://docs.python.org/3/library/functions.html#int "(in Python v3.13)")) – The number of qubits the MS gate acts on. + * **theta** (*ParameterValueType | Sequence\[Sequence\[ParameterValueType]]*) – The XX rotation angles. If a single value, the same angle is used on all interactions. Alternatively an upper-triangular, square matrix with width `num_qubits` can be provided with interaction angles for each qubit pair. + * **label** ([*str*](https://docs.python.org/3/library/stdtypes.html#str "(in Python v3.13)") *| None*) – A gate label. ## Attributes @@ -133,5 +159,13 @@ python_api_name: qiskit.circuit.library.MSGate The property `qiskit.circuit.instruction.Instruction.unit` is deprecated as of qiskit 1.3.0. It will be removed in Qiskit 2.0.0. + + ## Methods + + ### validate\_parameter + + + Gate parameters should be int, float, or ParameterExpression + diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.Permutation.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.Permutation.mdx index c7002b8215e..a7aa51ec40f 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.Permutation.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.Permutation.mdx @@ -8,13 +8,17 @@ python_api_name: qiskit.circuit.library.Permutation # Permutation - + Bases: [`QuantumCircuit`](qiskit.circuit.QuantumCircuit "qiskit.circuit.quantumcircuit.QuantumCircuit") An n\_qubit circuit that permutes qubits. Return an n\_qubit permutation circuit implemented using SWAPs. + + The class `qiskit.circuit.library.generalized_gates.permutation.Permutation` is pending deprecation as of qiskit 1.3. It will be marked deprecated in a future release, and then removed no earlier than 3 months after the release date. Use PermutationGate instead. + + **Parameters** * **num\_qubits** ([*int*](https://docs.python.org/3/library/functions.html#int "(in Python v3.13)")) – circuit width. diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.PermutationGate.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.PermutationGate.mdx index ec3e7c2aec2..9b6d364c587 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.PermutationGate.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.PermutationGate.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit.circuit.library.PermutationGate # PermutationGate - + Bases: [`Gate`](qiskit.circuit.Gate "qiskit.circuit.gate.Gate") A gate that permutes qubits. @@ -154,13 +154,17 @@ python_api_name: qiskit.circuit.library.PermutationGate ### inverse - + Returns the inverse of the permutation. + + **Return type** + + [*PermutationGate*](#qiskit.circuit.library.PermutationGate "qiskit.circuit.library.generalized_gates.permutation.PermutationGate") ### validate\_parameter - + Parameter validation. diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.QFT.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.QFT.mdx index 08ddac3a3a6..506c50b02d2 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.QFT.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.QFT.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit.circuit.library.QFT # QFT - + Bases: `BlueprintCircuit` Quantum Fourier Transform Circuit. @@ -37,6 +37,10 @@ $$ Construct a new QFT circuit. + + The class `qiskit.circuit.library.basis_change.qft.QFT` is pending deprecation as of qiskit 1.3. It will be marked deprecated in a future release, and then removed no earlier than 3 months after the release date. (‘Use qiskit.circuit.library.QFTGate or qiskit.synthesis.qft.synth\_qft\_full instead, for access to all previous arguments.’,) + + **Parameters** * **num\_qubits** ([*int*](https://docs.python.org/3/library/functions.html#int "(in Python v3.13)") *| None*) – The number of qubits on which the QFT acts. @@ -330,7 +334,7 @@ $$ ### inverse - + Invert this circuit. **Parameters** @@ -348,7 +352,7 @@ $$ ### is\_inverse - + Whether the inverse Fourier transform is implemented. **Returns** diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.QFTGate.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.QFTGate.mdx index e2858e2f911..4db64b0d1db 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.QFTGate.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.QFTGate.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit.circuit.library.QFTGate # QFTGate - + Bases: [`Gate`](qiskit.circuit.Gate "qiskit.circuit.gate.Gate") Quantum Fourier Transform Gate. diff --git a/docs/api/qiskit/dev/qiskit.circuit.library.RVGate.mdx b/docs/api/qiskit/dev/qiskit.circuit.library.RVGate.mdx index 9975742ca2a..c7da278892c 100644 --- a/docs/api/qiskit/dev/qiskit.circuit.library.RVGate.mdx +++ b/docs/api/qiskit/dev/qiskit.circuit.library.RVGate.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit.circuit.library.RVGate # RVGate - + Bases: [`Gate`](qiskit.circuit.Gate "qiskit.circuit.gate.Gate") Rotation around arbitrary rotation axis $\vec{v}$ where $\|\vec{v}\|_2$ is angle of rotation in radians. @@ -40,14 +40,12 @@ R(\vec{v}) = e^{-i \vec{v}\cdot\vec{\sigma} / 2} = \end{pmatrix} $$ - Create new rv single-qubit gate. - **Parameters** * **v\_x** ([*float*](https://docs.python.org/3/library/functions.html#float "(in Python v3.13)")) – x-component * **v\_y** ([*float*](https://docs.python.org/3/library/functions.html#float "(in Python v3.13)")) – y-component * **v\_z** ([*float*](https://docs.python.org/3/library/functions.html#float "(in Python v3.13)")) – z-component - * **basis** ([*str*](https://docs.python.org/3/library/stdtypes.html#str "(in Python v3.13)")*, optional*) – basis (see [`OneQubitEulerDecomposer`](qiskit.synthesis.OneQubitEulerDecomposer "qiskit.synthesis.one_qubit.one_qubit_decompose.OneQubitEulerDecomposer")) + * **basis** ([*str*](https://docs.python.org/3/library/stdtypes.html#str "(in Python v3.13)")) – basis (see [`OneQubitEulerDecomposer`](qiskit.synthesis.OneQubitEulerDecomposer "qiskit.synthesis.one_qubit.one_qubit_decompose.OneQubitEulerDecomposer")) ## Attributes @@ -166,14 +164,18 @@ $$ ### inverse - + Invert this gate. ### to\_matrix - + Return a numpy.array for the R(v) gate. + + **Return type** + + [*ndarray*](https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray "(in NumPy v2.1)") diff --git a/docs/api/qiskit/dev/qiskit.primitives.BackendEstimator.mdx b/docs/api/qiskit/dev/qiskit.primitives.BackendEstimator.mdx index 532185ec065..ba516cdeb9e 100644 --- a/docs/api/qiskit/dev/qiskit.primitives.BackendEstimator.mdx +++ b/docs/api/qiskit/dev/qiskit.primitives.BackendEstimator.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit.primitives.BackendEstimator # BackendEstimator - + Bases: [`BaseEstimator`](qiskit.primitives.BaseEstimator "qiskit.primitives.base.base_estimator.BaseEstimator")\[[`PrimitiveJob`](qiskit.primitives.PrimitiveJob "qiskit.primitives.primitive_job.PrimitiveJob")\[[`EstimatorResult`](qiskit.primitives.EstimatorResult "qiskit.primitives.base.estimator_result.EstimatorResult")]] Evaluates expectation value using Pauli rotation gates. @@ -127,7 +127,7 @@ python_api_name: qiskit.primitives.BackendEstimator ### set\_transpile\_options - + Set the transpiler options for transpiler. :param \*\*fields: The fields to update the options diff --git a/docs/api/qiskit/dev/qiskit.primitives.BackendSamplerV2.mdx b/docs/api/qiskit/dev/qiskit.primitives.BackendSamplerV2.mdx index be9edcb94ec..9da7ef3b810 100644 --- a/docs/api/qiskit/dev/qiskit.primitives.BackendSamplerV2.mdx +++ b/docs/api/qiskit/dev/qiskit.primitives.BackendSamplerV2.mdx @@ -8,7 +8,7 @@ python_api_name: qiskit.primitives.BackendSamplerV2 # BackendSamplerV2 - + Bases: [`BaseSamplerV2`](qiskit.primitives.BaseSamplerV2 "qiskit.primitives.base.base_sampler.BaseSamplerV2") Evaluates bitstrings for provided quantum circuits @@ -23,6 +23,7 @@ python_api_name: qiskit.primitives.BackendSamplerV2 * `default_shots`: The default shots to use if none are specified in [`run()`](#qiskit.primitives.BackendSamplerV2.run "qiskit.primitives.BackendSamplerV2.run"). Default: 1024. * `seed_simulator`: The seed to use in the simulator. If None, a random seed will be used. Default: None. + * `run_options`: A dictionary of options to pass through to the `run()` method of the wrapped [`BackendV2`](qiskit.providers.BackendV2 "qiskit.providers.BackendV2") instance. This class requires a backend that supports `memory` option. @@ -51,7 +52,7 @@ python_api_name: qiskit.primitives.BackendSamplerV2 ### run - + Run and collect samples from each pub. **Parameters** diff --git a/docs/api/qiskit/dev/qiskit.quantum_info.SparseObservable.mdx b/docs/api/qiskit/dev/qiskit.quantum_info.SparseObservable.mdx index ebb8cfebd22..b4151d810a7 100644 --- a/docs/api/qiskit/dev/qiskit.quantum_info.SparseObservable.mdx +++ b/docs/api/qiskit/dev/qiskit.quantum_info.SparseObservable.mdx @@ -158,6 +158,10 @@ $$ >>> assert obs == SparseObservable.from_list([("XZY", 1.5j), ("XZY", -0.5)]) ``` + + The above reduction to the Pauli bases can also be achieved with [`pauli_bases()`](#qiskit.quantum_info.SparseObservable.pauli_bases "qiskit.quantum_info.SparseObservable.pauli_bases"). + + ### Canonical ordering @@ -181,6 +185,82 @@ $$ The canonical form produced by [`simplify()`](#qiskit.quantum_info.SparseObservable.simplify "qiskit.quantum_info.SparseObservable.simplify") will still not universally detect all observables that are equivalent due to the over-complete basis alphabet; it is not computationally feasible to do this at scale. For example, on observable built from `+` and `-` components will not canonicalize to a single `X` term. + ### Indexing + + [`SparseObservable`](#qiskit.quantum_info.SparseObservable "qiskit.quantum_info.SparseObservable") behaves as [a Python sequence](https://docs.python.org/3/glossary.html#term-sequence) (the standard form, not the expanded [`collections.abc.Sequence`](https://docs.python.org/3/library/collections.abc.html#collections.abc.Sequence "(in Python v3.13)")). The observable can be indexed by integers, and iterated through to yield individual terms. + + Each term appears as an instance a self-contained class. The individual terms are copied out of the base observable; mutations to them will not affect the observable. + + #### Term + + + A single term from a complete [`SparseObservable`](#qiskit.quantum_info.SparseObservable "qiskit.quantum_info.SparseObservable"). + + These are typically created by indexing into or iterating through a [`SparseObservable`](#qiskit.quantum_info.SparseObservable "qiskit.quantum_info.SparseObservable"). + + ##### bit\_terms + + + Read-only view onto the individual single-qubit terms. + + The only valid values in the array are those with a corresponding [`BitTerm`](#qiskit.quantum_info.SparseObservable.BitTerm "qiskit.quantum_info.SparseObservable.BitTerm"). + + + ##### coeff + + + The complex coefficient of the term. + + + ##### copy + + + Get a copy of this term. + + + ##### indices + + + Read-only view onto the indices of each non-identity single-qubit term. + + The indices will always be in sorted order. + + + ##### num\_qubits + + + Number of qubits the entire term applies to. + + + ##### pauli\_base + + + Get a [`Pauli`](qiskit.quantum_info.Pauli "qiskit.quantum_info.Pauli") object that represents the measurement basis needed for this term. + + For example, the projector `0l+` will return a Pauli `ZXY`. The resulting [`Pauli`](qiskit.quantum_info.Pauli "qiskit.quantum_info.Pauli") is dense, in the sense that explicit identities are stored. An identity in the Pauli output does not require a concrete measurement. + + **Returns** + + the Pauli operator representing the necessary measurement basis. + + **Return type** + + [`Pauli`](qiskit.quantum_info.Pauli "qiskit.quantum_info.Pauli") + + + **[`SparseObservable.pauli_bases()`](#qiskit.quantum_info.SparseObservable.pauli_bases "qiskit.quantum_info.SparseObservable.pauli_bases")** + + A similar method for an entire observable at once. + + + + ##### to\_observable + + + Convert this term to a complete [`SparseObservable`](#qiskit.quantum_info.SparseObservable "qiskit.quantum_info.SparseObservable"). + + + ## Construction [`SparseObservable`](#qiskit.quantum_info.SparseObservable "qiskit.quantum_info.SparseObservable") defines several constructors. The default constructor will attempt to delegate to one of the more specific constructors, based on the type of the input. You can always use the specific constructors to have more control over the construction. @@ -194,6 +274,7 @@ $$ | [`from_sparse_list()`](#qiskit.quantum_info.SparseObservable.from_sparse_list "qiskit.quantum_info.SparseObservable.from_sparse_list") | Sum a list of tuples of sparse string labels, the qubits they apply to, and their coefficients into an observable. | | [`from_pauli()`](#qiskit.quantum_info.SparseObservable.from_pauli "qiskit.quantum_info.SparseObservable.from_pauli") | Raise a single [`Pauli`](qiskit.quantum_info.Pauli "qiskit.quantum_info.Pauli") into a single-term [`SparseObservable`](#qiskit.quantum_info.SparseObservable "qiskit.quantum_info.SparseObservable"). | | [`from_sparse_pauli_op()`](#qiskit.quantum_info.SparseObservable.from_sparse_pauli_op "qiskit.quantum_info.SparseObservable.from_sparse_pauli_op") | Raise a [`SparsePauliOp`](qiskit.quantum_info.SparsePauliOp "qiskit.quantum_info.SparsePauliOp") into a [`SparseObservable`](#qiskit.quantum_info.SparseObservable "qiskit.quantum_info.SparseObservable"). | + | [`from_terms()`](#qiskit.quantum_info.SparseObservable.from_terms "qiskit.quantum_info.SparseObservable.from_terms") | Sum explicit single [`Term`](#qiskit.quantum_info.SparseObservable.Term "qiskit.quantum_info.SparseObservable.Term") instances. | | [`from_raw_parts()`](#qiskit.quantum_info.SparseObservable.from_raw_parts "qiskit.quantum_info.SparseObservable.from_raw_parts") | Build the observable from [the raw data arrays](#sparse-observable-arrays). | ### \_\_new\_\_ @@ -622,6 +703,25 @@ $$ ``` + #### from\_terms + + + Construct a [`SparseObservable`](#qiskit.quantum_info.SparseObservable "qiskit.quantum_info.SparseObservable") out of individual terms. + + All the terms must have the same number of qubits. If supplied, the `num_qubits` argument must match the terms. + + No simplification is done as part of the observable creation. + + **Parameters** + + * **obj** (*Iterable\[*[*Term*](#qiskit.quantum_info.SparseObservable.Term "qiskit.quantum_info.SparseObservable.Term")*]*) – Iterable of individual terms to build the observable from. + * **num\_qubits** ([*int*](https://docs.python.org/3/library/functions.html#int "(in Python v3.13)") *| None*) – The number of qubits the observable should act on. This is usually inferred from the input, but can be explicitly given to handle the case of an empty iterable. + + **Returns** + + The corresponding observable. + + #### identity @@ -637,6 +737,24 @@ $$ ``` + #### pauli\_bases + + + Get a [`PauliList`](qiskit.quantum_info.PauliList "qiskit.quantum_info.PauliList") object that represents the measurement basis needed for each term (in order) in this observable. + + For example, the projector `0l+` will return a Pauli `ZXY`. The resulting [`Pauli`](qiskit.quantum_info.Pauli "qiskit.quantum_info.Pauli") is dense, in the sense that explicit identities are stored. An identity in the Pauli output does not require a concrete measurement. + + This will return an entry in the Pauli list for every term in the sum. + + **Returns** + + the Pauli operator list representing the necessary measurement bases. + + **Return type** + + [`PauliList`](qiskit.quantum_info.PauliList "qiskit.quantum_info.PauliList") + + #### simplify diff --git a/docs/api/qiskit/dev/synthesis.mdx b/docs/api/qiskit/dev/synthesis.mdx index 3a056db097a..23e365a663f 100644 --- a/docs/api/qiskit/dev/synthesis.mdx +++ b/docs/api/qiskit/dev/synthesis.mdx @@ -681,7 +681,7 @@ python_api_name: qiskit.synthesis ### synth\_qft\_line - + Construct a circuit for the Quantum Fourier Transform using linear neighbor connectivity. 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