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| 1 | +# -*- coding: utf-8 -*- |
| 2 | + |
| 3 | +# This code is part of Qiskit. |
| 4 | +# |
| 5 | +# (C) Copyright IBM 2020. |
| 6 | +# |
| 7 | +# This code is licensed under the Apache License, Version 2.0. You may |
| 8 | +# obtain a copy of this license in the LICENSE.txt file in the root directory |
| 9 | +# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0. |
| 10 | +# |
| 11 | +# Any modifications or derivative works of this code must retain this |
| 12 | +# copyright notice, and modified files need to carry a notice indicating |
| 13 | +# that they have been altered from the originals. |
| 14 | + |
| 15 | +"""Gate equivalence library.""" |
| 16 | + |
| 17 | +from collections import namedtuple |
| 18 | + |
| 19 | +from .exceptions import CircuitError |
| 20 | +from .parameterexpression import ParameterExpression |
| 21 | + |
| 22 | +Key = namedtuple('Key', ['name', |
| 23 | + 'num_qubits']) |
| 24 | + |
| 25 | +Entry = namedtuple('Entry', ['search_base', |
| 26 | + 'equivalences']) |
| 27 | + |
| 28 | +Equivalence = namedtuple('Equivalence', ['params', # Ordered to match Gate.params |
| 29 | + 'circuit']) |
| 30 | + |
| 31 | + |
| 32 | +class EquivalenceLibrary(): |
| 33 | + """A library providing a one-way mapping of Gates to their equivalent |
| 34 | + implementations as QuantumCircuits.""" |
| 35 | + |
| 36 | + def __init__(self, *, base=None): |
| 37 | + """Create a new equivalence library. |
| 38 | +
|
| 39 | + Args: |
| 40 | + base (Optional[EquivalenceLibrary]): Base equivalence library to |
| 41 | + will be referenced if an entry is not found in this library. |
| 42 | + """ |
| 43 | + self._base = base |
| 44 | + |
| 45 | + self._map = {} |
| 46 | + |
| 47 | + def add_equivalence(self, gate, equivalent_circuit): |
| 48 | + """Add a new equivalence to the library. Future queries for the Gate |
| 49 | + will include the given circuit, in addition to all existing equivalences |
| 50 | + (including those from base). |
| 51 | +
|
| 52 | + Parameterized Gates (those including `qiskit.circuit.Parameters` in their |
| 53 | + `Gate.params`) can be marked equivalent to parameterized circuits, |
| 54 | + provided the parameters match. |
| 55 | +
|
| 56 | + Args: |
| 57 | + gate (Gate): A Gate instance. |
| 58 | + equivalent_circuit (QuantumCircuit): A circuit equivalently |
| 59 | + implementing the given Gate. |
| 60 | + """ |
| 61 | + |
| 62 | + _raise_if_shape_mismatch(gate, equivalent_circuit) |
| 63 | + _raise_if_param_mismatch(gate.params, equivalent_circuit.parameters) |
| 64 | + |
| 65 | + key = Key(name=gate.name, |
| 66 | + num_qubits=gate.num_qubits) |
| 67 | + |
| 68 | + equiv = Equivalence(params=gate.params.copy(), |
| 69 | + circuit=equivalent_circuit.copy()) |
| 70 | + |
| 71 | + if key not in self._map: |
| 72 | + self._map[key] = Entry(search_base=True, equivalences=[]) |
| 73 | + |
| 74 | + self._map[key].equivalences.append(equiv) |
| 75 | + |
| 76 | + def set_entry(self, gate, entry): |
| 77 | + """Set the equivalence record for a Gate. Future queries for the Gate |
| 78 | + will return only the circuits provided. |
| 79 | +
|
| 80 | + Parameterized Gates (those including `qiskit.circuit.Parameters` in their |
| 81 | + `Gate.params`) can be marked equivalent to parameterized circuits, |
| 82 | + provided the parameters match. |
| 83 | +
|
| 84 | + Args: |
| 85 | + gate (Gate): A Gate instance. |
| 86 | + entry (List['QuantumCircuit']) : A list of QuantumCircuits, each |
| 87 | + equivalently implementing the given Gate. |
| 88 | + """ |
| 89 | + |
| 90 | + for equiv in entry: |
| 91 | + _raise_if_shape_mismatch(gate, equiv) |
| 92 | + _raise_if_param_mismatch(gate.params, equiv.parameters) |
| 93 | + |
| 94 | + key = Key(name=gate.name, |
| 95 | + num_qubits=gate.num_qubits) |
| 96 | + |
| 97 | + equivs = [Equivalence(params=gate.params.copy(), |
| 98 | + circuit=equiv.copy()) |
| 99 | + for equiv in entry] |
| 100 | + |
| 101 | + self._map[key] = Entry(search_base=False, |
| 102 | + equivalences=equivs) |
| 103 | + |
| 104 | + def get_entry(self, gate): |
| 105 | + """Gets the set of QuantumCircuits circuits from the library which |
| 106 | + equivalently implement the given Gate. |
| 107 | +
|
| 108 | + Parameterized circuits will have their parameters replaced with the |
| 109 | + corresponding entries from Gate.params. |
| 110 | +
|
| 111 | + Args: |
| 112 | + gate (Gate) - Gate: A Gate instance. |
| 113 | +
|
| 114 | + Returns: |
| 115 | + List[QuantumCircuit]: A list of equivalent QuantumCircuits. If empty, |
| 116 | + library contains no known decompositions of Gate. |
| 117 | +
|
| 118 | + Returned circuits will be ordered according to their insertion in |
| 119 | + the library, from earliest to latest, from top to base. The |
| 120 | + ordering of the StandardEquivalenceLibrary will not generally be |
| 121 | + consistent across Qiskit versions. |
| 122 | + """ |
| 123 | + |
| 124 | + key = Key(name=gate.name, |
| 125 | + num_qubits=gate.num_qubits) |
| 126 | + |
| 127 | + query_params = gate.params |
| 128 | + |
| 129 | + if key in self._map: |
| 130 | + entry = self._map[key] |
| 131 | + search_base, equivs = entry |
| 132 | + |
| 133 | + rtn = [_rebind_equiv(equiv, query_params) for equiv in equivs] |
| 134 | + |
| 135 | + if search_base and self._base is not None: |
| 136 | + return rtn + self._base.get_entry(gate) |
| 137 | + return rtn |
| 138 | + |
| 139 | + if self._base is None: |
| 140 | + return [] |
| 141 | + |
| 142 | + return self._base.get_entry(gate) |
| 143 | + |
| 144 | + |
| 145 | +def _raise_if_param_mismatch(gate_params, circuit_parameters): |
| 146 | + gate_parameters = [p for p in gate_params |
| 147 | + if isinstance(p, ParameterExpression)] |
| 148 | + |
| 149 | + if set(gate_parameters) != circuit_parameters: |
| 150 | + raise CircuitError('Cannot add equivalence between circuit and gate ' |
| 151 | + 'of different parameters. Gate params: {}. ' |
| 152 | + 'Circuit params: {}.'.format( |
| 153 | + gate_parameters, |
| 154 | + circuit_parameters)) |
| 155 | + |
| 156 | + |
| 157 | +def _raise_if_shape_mismatch(gate, circuit): |
| 158 | + if (gate.num_qubits != circuit.n_qubits |
| 159 | + or gate.num_clbits != circuit.n_clbits): |
| 160 | + raise CircuitError('Cannot add equivalence between circuit and gate ' |
| 161 | + 'of different shapes. Gate: {} qubits and {} clbits. ' |
| 162 | + 'Circuit: {} qubits and {} clbits.'.format( |
| 163 | + gate.num_qubits, gate.num_clbits, |
| 164 | + circuit.n_qubits, circuit.n_clbits)) |
| 165 | + |
| 166 | + |
| 167 | +def _rebind_equiv(equiv, query_params): |
| 168 | + equiv_params, equiv_circuit = equiv |
| 169 | + |
| 170 | + param_map = dict(zip(equiv_params, query_params)) |
| 171 | + |
| 172 | + symbolic_param_map, numeric_param_map = _partition_dict( |
| 173 | + param_map, |
| 174 | + lambda k, v: isinstance(v, ParameterExpression)) |
| 175 | + |
| 176 | + equiv = equiv_circuit.bind_parameters(numeric_param_map) |
| 177 | + equiv._substitute_parameters(symbolic_param_map) |
| 178 | + |
| 179 | + return equiv |
| 180 | + |
| 181 | + |
| 182 | +def _partition_dict(dict_, predicate): |
| 183 | + return ({k: v for k, v in dict_.items() if predicate(k, v)}, |
| 184 | + {k: v for k, v in dict_.items() if not predicate(k, v)}) |
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