bit_flip_checks
qiskit_addon_utils.noise_management.bit_flip_checks
Functions and classes for post-selection via circuit bit-flip checks.
PostSelectionSummary
class PostSelectionSummary(primary_cregs, measure_map, edges, *, measure_map_ps=None, measure_map_pre=None, post_check_suffix='_ps', pre_check_suffix='_pre', spectator_cregs=None)
Bases: object
A helper class to store the properties of a quantum circuit required to postselect based on bit-flip checks.
Initialize a PostSelectionSummary object.
Parameters
- primary_cregs (set[str]) – The names of the “primary” classical registers, namely those that do not end with the pre- and post-circuit check suffixes.
- measure_map (dict[int, tuple[str, int]]) – A map between qubit indices to the register and clbits that uniquely define a measurement on those qubits (primary measurements).
- edges (set[frozenset[int]]) – A list of tuples defining pairs of neighboring qubits.
- measure_map_ps (dict[int, tuple[str, int]] | None) – An optional map for post-circuit check measurements.
- measure_map_pre (dict[int, tuple[str, int]] | None) – An optional map for pre-circuit check measurements.
- post_check_suffix (str) – The suffix of the post-circuit check registers.
- pre_check_suffix (str) – The suffix of the pre-circuit check registers.
- spectator_cregs (set[str] | None) – Names of primary registers that hold spectator measurements (the first half of the spectator parity check produced by
AddSpectatorPostCircuitBitFlipChecks).
edges
Type: set[frozenset[int]]
A set of edges to consider for edge-based postselection.
from_circuit
classmethod from_circuit(circuit, coupling_map, *, post_check_suffix='_ps', pre_check_suffix='_pre', spectator_cregs=None)
Initialize from quantum circuits.
Parameters
- circuit (QuantumCircuit) – The circuit containing bit-flip checks..
- coupling_map (CouplingMap |list[tuple[int, int]]) – A coupling map or a list of tuples indicating pairs of neighboring qubits.
- post_check_suffix (str) – A fixed suffix for post-circuit check classical registers.
- pre_check_suffix (str) – A fixed suffix for pre-circuit check classical registers.
- spectator_cregs (set[str] | list[str] | None) – Names of primary registers that hold spectator measurements. Defaults to
["spec"], matching the default name used byAddSpectatorPostCircuitBitFlipChecks.
Return type
measure_map
Type: dict[int, tuple[str, int]]
A map from qubit indices to the register and clbit index used to measure those qubits.
measure_map_pre
Type: dict[int, tuple[str, int]]
A map from qubit indices to the register and clbit index for pre-circuit check measurements.
measure_map_ps
Type: dict[int, tuple[str, int]]
A map from qubit indices to the register and clbit index for post-circuit check measurements.
post_check_suffix
Type: str
The suffix of the post-circuit check registers.
pre_check_suffix
Type: str
The suffix of the pre-circuit check registers.
primary_cregs
Type: set[str]
The names of the primary classical registers.
spectator_cregs
Type: set[str]
Subset of primary_cregs that hold spectator measurements.
Use primary_cregs - spectator_cregs to get the data-only primary registers, e.g. when computing observables from filtered shots.
PostSelector
class PostSelector(summary)
Bases: object
A class to process the results of bit-flip checks.
Initialize a PostSelector object.
Parameters
summary (PostSelectionSummary) – A summary of the circuit containing bit-flip checks.
compute_mask
compute_mask(result, strategy=PostSelectionStrategy.NODE, *, mode='post')
Compute boolean masks indicating what shots should be kept or discarded.
By construction, the returned mask has the same shape as the arrays in the result, but with one fewer dimension (the last axis of every array, over clbits, is not present in the mask).
Parameters
- result (dict[str, ndarray[tuple[int, ...], dtype[bool]]]) – The result to post-process. Must be a dictionary mapping register names to boolean arrays.
- strategy (Literal['node', 'edge'] | ~qiskit_addon_utils.noise_management.bit_flip_checks.post_selector.PostSelectionStrategy) – The postselection strategy (“node” or “edge”).
- mode (Literal['post', 'pre', 'both']) – Which type of postselection to apply: - “post”: Apply post-circuit checks only - “pre”: Apply pre-circuit checks only - “both”: Apply both pre and post-check
Returns
A boolean mask where True indicates shots to keep, False indicates shots to discard.
Raises
ValueError – If the requested mode is not available (e.g., no pre-check measurements in the circuit but mode=”pre” was requested).
Return type
from_circuit
classmethod from_circuit(circuit, coupling_map, *, post_check_suffix='_ps', pre_check_suffix='_pre', spectator_cregs=None)
Initialize from a quantum circuit.
Parameters
- circuit (QuantumCircuit) – The circuit containing bit-flip checks.
- coupling_map (CouplingMap |list[tuple[int, int]]) – A coupling map or a list of tuples indicating pairs of neighboring qubits.
- post_check_suffix (str) – A fixed suffix for classical registers associated with post-circuit checks.
- pre_check_suffix (str) – A fixed suffix for classical registers associated with pre-circuit checks.
- spectator_cregs (set[str] | list[str] | None) – Names of registers that hold spectator measurements (the first half of the spectator parity check produced by
AddSpectatorPostCircuitBitFlipChecks). Defaults to["spec"]to matchAddSpectatorPostCircuitBitFlipChecks.
Return type
summary
Type: PostSelectionSummary
A summary of the circuit containing bit-flip checks.
PostSelectionStrategy
class PostSelectionStrategy(value)
The supported postselection strategies.
EDGE
Default value: 'edge'
Discard every shot where there exists a pair of neighbouring qubits for which both checks fail.
NODE
Default value: 'node'
Discard every shot where one or more checks fail.
capitalize
capitalize()
Return a capitalized version of the string.
More specifically, make the first character have upper case and the rest lower case.
casefold
casefold()
Return a version of the string suitable for caseless comparisons.
center
center(width, fillchar=' ', /)
Return a centered string of length width.
Padding is done using the specified fill character (default is a space).
count
count(sub[, start[, end]]) → int
Return the number of non-overlapping occurrences of substring sub in string S[start:end]. Optional arguments start and end are interpreted as in slice notation.
encode
encode(encoding='utf-8', errors='strict')
Encode the string using the codec registered for encoding.
encoding
The encoding in which to encode the string.
errors
The error handling scheme to use for encoding errors. The default is ‘strict’ meaning that encoding errors raise a UnicodeEncodeError. Other possible values are ‘ignore’, ‘replace’ and ‘xmlcharrefreplace’ as well as any other name registered with codecs.register_error that can handle UnicodeEncodeErrors.
endswith
endswith(suffix[, start[, end]]) → bool
Return True if S ends with the specified suffix, False otherwise. With optional start, test S beginning at that position. With optional end, stop comparing S at that position. suffix can also be a tuple of strings to try.
expandtabs
expandtabs(tabsize=8)
Return a copy where all tab characters are expanded using spaces.
If tabsize is not given, a tab size of 8 characters is assumed.
find
find(sub[, start[, end]]) → int
Return the lowest index in S where substring sub is found, such that sub is contained within S[start:end]. Optional arguments start and end are interpreted as in slice notation.
Return -1 on failure.
format
format(*args, **kwargs) → str
Return a formatted version of S, using substitutions from args and kwargs. The substitutions are identified by braces (‘{’ and ‘}’).
format_map
format_map(mapping) → str
Return a formatted version of S, using substitutions from mapping. The substitutions are identified by braces (‘{’ and ‘}’).
index
index(sub[, start[, end]]) → int
Return the lowest index in S where substring sub is found, such that sub is contained within S[start:end]. Optional arguments start and end are interpreted as in slice notation.
Raises ValueError when the substring is not found.
isalnum
isalnum()
Return True if the string is an alpha-numeric string, False otherwise.
A string is alpha-numeric if all characters in the string are alpha-numeric and there is at least one character in the string.
isalpha
isalpha()
Return True if the string is an alphabetic string, False otherwise.
A string is alphabetic if all characters in the string are alphabetic and there is at least one character in the string.
isascii
isascii()
Return True if all characters in the string are ASCII, False otherwise.
ASCII characters have code points in the range U+0000-U+007F. Empty string is ASCII too.
isdecimal
isdecimal()
Return True if the string is a decimal string, False otherwise.
A string is a decimal string if all characters in the string are decimal and there is at least one character in the string.
isdigit
isdigit()
Return True if the string is a digit string, False otherwise.
A string is a digit string if all characters in the string are digits and there is at least one character in the string.
isidentifier
isidentifier()
Return True if the string is a valid Python identifier, False otherwise.
Call keyword.iskeyword(s) to test whether string s is a reserved identifier, such as “def” or “class”.
islower
islower()
Return True if the string is a lowercase string, False otherwise.
A string is lowercase if all cased characters in the string are lowercase and there is at least one cased character in the string.
isnumeric
isnumeric()
Return True if the string is a numeric string, False otherwise.
A string is numeric if all characters in the string are numeric and there is at least one character in the string.
isprintable
isprintable()
Return True if the string is printable, False otherwise.
A string is printable if all of its characters are considered printable in repr() or if it is empty.
isspace
isspace()
Return True if the string is a whitespace string, False otherwise.
A string is whitespace if all characters in the string are whitespace and there is at least one character in the string.
istitle
istitle()
Return True if the string is a title-cased string, False otherwise.
In a title-cased string, upper- and title-case characters may only follow uncased characters and lowercase characters only cased ones.
isupper
isupper()
Return True if the string is an uppercase string, False otherwise.
A string is uppercase if all cased characters in the string are uppercase and there is at least one cased character in the string.
join
join(iterable, /)
Concatenate any number of strings.
The string whose method is called is inserted in between each given string. The result is returned as a new string.
Example: ‘.’.join([‘ab’, ‘pq’, ‘rs’]) -> ‘ab.pq.rs’
ljust
ljust(width, fillchar=' ', /)
Return a left-justified string of length width.
Padding is done using the specified fill character (default is a space).
lower
lower()
Return a copy of the string converted to lowercase.
lstrip
lstrip(chars=None, /)
Return a copy of the string with leading whitespace removed.
If chars is given and not None, remove characters in chars instead.
maketrans
static maketrans()
Return a translation table usable for str.translate().
If there is only one argument, it must be a dictionary mapping Unicode ordinals (integers) or characters to Unicode ordinals, strings or None. Character keys will be then converted to ordinals. If there are two arguments, they must be strings of equal length, and in the resulting dictionary, each character in x will be mapped to the character at the same position in y. If there is a third argument, it must be a string, whose characters will be mapped to None in the result.
partition
partition(sep, /)
Partition the string into three parts using the given separator.
This will search for the separator in the string. If the separator is found, returns a 3-tuple containing the part before the separator, the separator itself, and the part after it.
If the separator is not found, returns a 3-tuple containing the original string and two empty strings.
removeprefix
removeprefix(prefix, /)
Return a str with the given prefix string removed if present.
If the string starts with the prefix string, return string[len(prefix):]. Otherwise, return a copy of the original string.
removesuffix
removesuffix(suffix, /)
Return a str with the given suffix string removed if present.
If the string ends with the suffix string and that suffix is not empty, return string[:-len(suffix)]. Otherwise, return a copy of the original string.
replace
replace(old, new, count=-1, /)
Return a copy with all occurrences of substring old replaced by new.
count
Maximum number of occurrences to replace. -1 (the default value) means replace all occurrences.
If the optional argument count is given, only the first count occurrences are replaced.
rfind
rfind(sub[, start[, end]]) → int
Return the highest index in S where substring sub is found, such that sub is contained within S[start:end]. Optional arguments start and end are interpreted as in slice notation.
Return -1 on failure.
rindex
rindex(sub[, start[, end]]) → int
Return the highest index in S where substring sub is found, such that sub is contained within S[start:end]. Optional arguments start and end are interpreted as in slice notation.
Raises ValueError when the substring is not found.
rjust
rjust(width, fillchar=' ', /)
Return a right-justified string of length width.
Padding is done using the specified fill character (default is a space).
rpartition
rpartition(sep, /)
Partition the string into three parts using the given separator.
This will search for the separator in the string, starting at the end. If the separator is found, returns a 3-tuple containing the part before the separator, the separator itself, and the part after it.
If the separator is not found, returns a 3-tuple containing two empty strings and the original string.
rsplit
rsplit(sep=None, maxsplit=-1)
Return a list of the substrings in the string, using sep as the separator string.
sep
The separator used to split the string.
When set to None (the default value), will split on any whitespace character (including \n \r \t \f and spaces) and will discard empty strings from the result.
maxsplit
Maximum number of splits (starting from the left). -1 (the default value) means no limit.
Splitting starts at the end of the string and works to the front.
rstrip
rstrip(chars=None, /)
Return a copy of the string with trailing whitespace removed.
If chars is given and not None, remove characters in chars instead.
split
split(sep=None, maxsplit=-1)
Return a list of the substrings in the string, using sep as the separator string.
sep
The separator used to split the string.
When set to None (the default value), will split on any whitespace character (including \n \r \t \f and spaces) and will discard empty strings from the result.
maxsplit
Maximum number of splits (starting from the left). -1 (the default value) means no limit.
Note, str.split() is mainly useful for data that has been intentionally delimited. With natural text that includes punctuation, consider using the regular expression module.
splitlines
splitlines(keepends=False)
Return a list of the lines in the string, breaking at line boundaries.
Line breaks are not included in the resulting list unless keepends is given and true.
startswith
startswith(prefix[, start[, end]]) → bool
Return True if S starts with the specified prefix, False otherwise. With optional start, test S beginning at that position. With optional end, stop comparing S at that position. prefix can also be a tuple of strings to try.
strip
strip(chars=None, /)
Return a copy of the string with leading and trailing whitespace removed.
If chars is given and not None, remove characters in chars instead.
swapcase
swapcase()
Convert uppercase characters to lowercase and lowercase characters to uppercase.
title
title()
Return a version of the string where each word is titlecased.
More specifically, words start with uppercased characters and all remaining cased characters have lower case.
translate
translate(table, /)
Replace each character in the string using the given translation table.
table
Translation table, which must be a mapping of Unicode ordinals to Unicode ordinals, strings, or None.
The table must implement lookup/indexing via __getitem__, for instance a dictionary or list. If this operation raises LookupError, the character is left untouched. Characters mapped to None are deleted.
upper
upper()
Return a copy of the string converted to uppercase.
zfill
zfill(width, /)
Pad a numeric string with zeros on the left, to fill a field of the given width.
The string is never truncated.
XSlowGate
class XSlowGate(label='xslow', xslow_gate_name='xslow')
Bases: Gate
The x-slow gate.
Parameters
- name – The name of the gate.
- num_qubits – The number of qubits the gate acts on.
- params – A list of parameters.
- label (str) – An optional label for the gate.
- xslow_gate_name (str)
add_decomposition
add_decomposition(decomposition)
Add a decomposition of the instruction to the SessionEquivalenceLibrary.
base_class
Type: type[Instruction]
Get the base class of this instruction. This is guaranteed to be in the inheritance tree of self.
The “base class” of an instruction is the lowest class in its inheritance tree that the object should be considered entirely compatible with for _all_ circuit applications. This typically means that the subclass is defined purely to offer some sort of programmer convenience over the base class, and the base class is the “true” class for a behavioral perspective. In particular, you should not override base_class if you are defining a custom version of an instruction that will be implemented differently by hardware, such as an alternative measurement strategy, or a version of a parametrized gate with a particular set of parameters for the purposes of distinguishing it in a Target from the full parametrized gate.
This is often exactly equivalent to type(obj), except in the case of singleton instances of standard-library instructions. These singleton instances are special subclasses of their base class, and this property will return that base. For example:
>>> isinstance(XGate(), XGate)
True
>>> type(XGate()) is XGate
False
>>> XGate().base_class is XGate
TrueIn general, you should not rely on the precise class of an instruction; within a given circuit, it is expected that Instruction.name should be a more suitable discriminator in most situations.
broadcast_arguments
broadcast_arguments(qargs, cargs)
Validation and handling of the arguments and its relationship.
For example, cx([q[0],q[1]], q[2]) means cx(q[0], q[2]); cx(q[1], q[2]). This method yields the arguments in the right grouping. In the given example:
in: [[q[0],q[1]], q[2]],[]
outs: [q[0], q[2]], []
[q[1], q[2]], []The general broadcasting rules are:
If len(qargs) == 1:
[q[0], q[1]] -> [q[0]],[q[1]]If len(qargs) == 2:
[[q[0], q[1]], [r[0], r[1]]] -> [q[0], r[0]], [q[1], r[1]] [[q[0]], [r[0], r[1]]] -> [q[0], r[0]], [q[0], r[1]] [[q[0], q[1]], [r[0]]] -> [q[0], r[0]], [q[1], r[0]]If len(qargs) >= 3:
[q[0], q[1]], [r[0], r[1]], ...] -> [q[0], r[0], ...], [q[1], r[1], ...]
Parameters
Returns
A tuple with single arguments.
Raises
CircuitError – If the input is not valid. For example, the number of arguments does not match the gate expectation.
Return type
control
control(num_ctrl_qubits=1, label=None, ctrl_state=None, annotated=None)
Return the controlled version of itself.
The controlled gate is implemented as ControlledGate when annotated is False, and as AnnotatedOperation when annotated is True.
qiskit.circuit.gate.Gate.control()’s argument annotated is deprecated as of Qiskit 2.3. It will be removed in Qiskit 3.0. The method Gate.control() no longer accepts annotated=None. The new default is annotated=True, which represents the controlled gate as an AnnotatedOperation (unless a dedicated controlled-gate class already exists). You can explicitly set annotated=False to preserve the previous behavior. However, using annotated=True is recommended, as it defers construction of the controlled circuit to transpiler, and furthermore enables additional controlled-gate optimizations (typically leading to higher-quality circuits).
Parameters
- num_ctrl_qubits (int) – Number of controls to add. Defaults to
1. - label (str | None) – Optional gate label. Defaults to
None. Ignored if the controlled gate is implemented as an annotated operation. - ctrl_state (int |str | None) – The control state of the gate, specified either as an integer or a bitstring (e.g.
"110"). IfNone, defaults to the all-ones state2**num_ctrl_qubits - 1. - annotated (bool | None) – Indicates whether the controlled gate should be implemented as a controlled gate or as an annotated operation. If
None, treated asFalse.
Returns
A controlled version of this gate.
Raises
QiskitError – invalid num_ctrl_qubits or ctrl_state.
copy
copy(name=None)
Copy of the instruction.
Parameters
name (str) – name to be given to the copied circuit, if None then the name stays the same.
Returns
a copy of the current instruction, with the name updated if it was provided
Return type
decompositions
Get the decompositions of the instruction from the SessionEquivalenceLibrary.
definition
Return definition in terms of other basic gates.
inverse
inverse(annotated=False)
Invert this instruction.
If annotated is False, the inverse instruction is implemented as a fresh instruction with the recursively inverted definition.
If annotated is True, the inverse instruction is implemented as AnnotatedOperation, and corresponds to the given instruction annotated with the “inverse modifier”.
Special instructions inheriting from Instruction can implement their own inverse (e.g. T and Tdg, Barrier, etc.) In particular, they can choose how to handle the argument annotated which may include ignoring it and always returning a concrete gate class if the inverse is defined as a standard gate.
Parameters
annotated (bool) – if set to True the output inverse gate will be returned as AnnotatedOperation.
Returns
The inverse operation.
Raises
CircuitError – if the instruction is not composite and an inverse has not been implemented for it.
is_parameterized
is_parameterized()
Return whether the Instruction contains compile-time parameters.
label
Type: str
Return instruction label
mutable
Type: bool
Is this instance is a mutable unique instance or not.
If this attribute is False the gate instance is a shared singleton and is not mutable.
name
Return the name.
num_clbits
Return the number of clbits.
num_qubits
Return the number of qubits.
params
The parameters of this Instruction. Ideally these will be gate angles.
power
power(exponent, annotated=False)
Raise this gate to the power of exponent.
Implemented either as a unitary gate (ref. UnitaryGate) or as an annotated operation (ref. AnnotatedOperation). In the case of several standard gates, such as RXGate, when the power of a gate can be expressed in terms of another standard gate that is returned directly.
Parameters
- exponent (float) – the power to raise the gate to
- annotated (bool) – indicates whether the power gate can be implemented as an annotated operation. In the case of several standard gates, such as
RXGate, this argument is ignored when the power of a gate can be expressed in terms of another standard gate.
Returns
An operation implementing gate^exponent
Raises
CircuitError – If gate is not unitary
repeat
repeat(n)
Creates an instruction with self repeated times.
Parameters
n (int) – Number of times to repeat the instruction
Returns
Containing the definition.
Return type
Raises
CircuitError – If n < 1.
reverse_ops
reverse_ops()
For a composite instruction, reverse the order of sub-instructions.
This is done by recursively reversing all sub-instructions. It does not invert any gate.
Returns
a new instruction with
sub-instructions reversed.
Return type
soft_compare
soft_compare(other)
Soft comparison between gates. Their names, number of qubits, and classical bit numbers must match. The number of parameters must match. Each parameter is compared. If one is a ParameterExpression then it is not taken into account.
Parameters
other (instruction) – other instruction.
Returns
are self and other equal up to parameter expressions.
Return type
to_matrix
to_matrix()
Return a Numpy.array for the gate unitary matrix.
Returns
if the Gate subclass has a matrix definition.
Return type
np.ndarray
Raises
CircuitError – If a Gate subclass does not implement this method an exception will be raised when this base class method is called.
to_mutable
to_mutable()
Return a mutable copy of this gate.
This method will return a new mutable copy of this gate instance. If a singleton instance is being used this will be a new unique instance that can be mutated. If the instance is already mutable it will be a deepcopy of that instance.
validate_parameter
validate_parameter(parameter)
Gate parameters should be int, float, or ParameterExpression