Install and use transpiler plugins
Package versions
The code on this page was developed using the following requirements. We recommend using these versions or newer.
qiskit[all]~=1.2.4
qiskit-ibm-runtime~=0.33.2
qiskit-aer~=0.15.1
qiskit-serverless~=0.18.0
qiskit-ibm-catalog~=0.2
qiskit-addon-sqd~=0.8.0
qiskit-addon-utils~=0.1.0
qiskit-addon-aqc-tensor~=0.1.2
qiskit-addon-obp~=0.1.0
scipy~=1.14.1
pyscf~=2.7.0
To facilitate the development and reuse of custom transpilation code by the wider community of Qiskit users, the Qiskit SDK supports a plugin interface that enables third-party Python packages to declare that they provide extended transpilation functionality accessible via Qiskit.
Currently, third-party plugins can provide extended transpilation functionality in three ways:
- A transpiler stage plugin provides a pass manager that can be used in place of one of the 6 stages of a preset staged pass manager:
init
,layout
,routing
,translation
,optimization
, andscheduling
. - A unitary synthesis plugin provides extended functionality for unitary gate synthesis.
- A high-level synthesis plugin provides extended functionality for synthesizing "high-level objects" such as linear functions or Clifford operators. High-level objects are represented by subclasses of the Operation class.
The rest of the page describes how to list available plugins, install new ones, and use them.
List available plugins and install new ones
Qiskit already includes some built-in plugins for transpilation. To install more, you can use your Python package manager. For example, you might run pip install qiskit-toqm
to install the Qiskit TOQM routing stage plugin. A number of third-party plugins are part of the Qiskit ecosystem.
List available transpiler stage plugins
Use the list_stage_plugins function, passing the name of the stage whose plugins you want to list.
from qiskit.transpiler.preset_passmanagers.plugin import list_stage_plugins
list_stage_plugins("layout")
Output:
['default', 'dense', 'sabre', 'trivial']
list_stage_plugins("routing")
Output:
['basic', 'lookahead', 'none', 'sabre', 'stochastic']
If qiskit-toqm
were installed, then toqm
would appear in the list of routing
plugins.
List available unitary synthesis plugins
Use the unitary_synthesis_plugin_names function.
from qiskit.transpiler.passes.synthesis import unitary_synthesis_plugin_names
unitary_synthesis_plugin_names()
Output:
['aqc', 'default', 'sk']
List available high-level synthesis plugins
Use the high_level_synthesis_plugin_names function, passing the name of the type of "high-level object" to be synthesized. The name corresponds to the name
attribute of the Operation class representing the type of object being synthesized.
from qiskit.transpiler.passes.synthesis import (
high_level_synthesis_plugin_names,
)
high_level_synthesis_plugin_names("clifford")
Output:
['ag', 'bm', 'default', 'greedy', 'layers', 'lnn']
You can use the HighLevelSynthesisPluginManager class to list the names of all high-level synthesis plugins:
from qiskit.transpiler.passes.synthesis.plugin import (
HighLevelSynthesisPluginManager,
)
HighLevelSynthesisPluginManager().plugins.names()
Output:
['clifford.ag',
'clifford.bm',
'clifford.default',
'clifford.greedy',
'clifford.layers',
'clifford.lnn',
'linear_function.default',
'linear_function.kms',
'linear_function.pmh',
'permutation.acg',
'permutation.basic',
'permutation.default',
'permutation.kms',
'permutation.token_swapper',
'qft.default',
'qft.full',
'qft.line']
Use a plugin
In this section, we show how to use transpiler plugins. In the code examples, we use plugins that come with Qiskit, but plugins installed from third-party packages are used the same way.
Use a transpiler stage plugin
To use a transpiler stage plugin, specify its name with the appropriate argument to generate_preset_pass_manager
or transpile
. The argument is formed by appending _method
to the name of the transpilation stage. For example, to use the stochastic
routing plugin, we would specify stochastic
for the routing_method
argument:
from qiskit.transpiler.preset_passmanagers import generate_preset_pass_manager
from qiskit_ibm_runtime import QiskitRuntimeService
service = QiskitRuntimeService()
backend = service.backend("ibm_brisbane")
pass_manager = generate_preset_pass_manager(
optimization_level=3, backend=backend, routing_method="stochastic"
)
Use a unitary synthesis plugin
To use a unitary synthesis plugin, specify its name as the unitary_synthesis_method
argument to generate_preset_pass_manager
or transpile
:
pass_manager = generate_preset_pass_manager(
optimization_level=3,
backend=backend,
unitary_synthesis_method="sk",
unitary_synthesis_plugin_config=dict(
basis_gates=["cz", "id", "rz", "sx", "x"]
),
)
Unitary synthesis is used in the init
, translation
, and optimization
stages of the staged pass manager returned by generate_preset_pass_manager
or used in transpile
. See Transpiler stages for a description of these stages.
Use the unitary_synthesis_plugin_config
argument, a free-form dictionary, to pass options for the unitary synthesis method. The documentation of the synthesis method should explain the options it supports. See this list for links to the documentation of the built-in unitary synthesis plugins.
Use a high-level synthesis plugin
First, create an HLSConfig to store the names of the plugins to use for various high-level objects. For example:
from qiskit.transpiler.passes import HLSConfig
hls_config = HLSConfig(clifford=["layers"], linear_function=["pmh"])
This code cell creates a high-level synthesis configuration that uses the layers
plugin
for synthesizing Clifford objects and the pmh
plugin for synthesizing
LinearFunction objects. The names of the keyword arguments correspond to the
name
attribute of the Operation class representing the type of object being synthesized.
For each high-level object, the list of given plugins are tried in sequence until one of them
succeeds (in the example above, each list only contains a single plugin).
In addition to specifying
a plugin by its name, you can instead pass a (name, options)
tuple, where the second element of the tuple is a dictionary containing options for the plugin. The documentation of the synthesis method should explain the options it supports. See this list for links to the documentation of the built-in high-level synthesis plugins.
Once you have created the HLSConfig
object, pass it as the
hls_config
argument to generate_preset_pass_manager
or transpile
:
pass_manager = generate_preset_pass_manager(
optimization_level=3, backend=backend, hls_config=hls_config
)
High-level synthesis is used in the init
, translation
, and optimization
stages of the staged pass manager returned by generate_preset_pass_manager
or used in transpile
. See Transpiler stages for a description of these stages.
Next steps
- Create a transpiler plugin.
- Check out the tutorials on IBM Quantum Learning for examples of transpiling and running quantum circuits.