Source code for ampform.dynamics.builder

"""Build `~ampform.dynamics` with correct variable names and values."""

import sys
from typing import Dict, Optional, Tuple

import attr
import sympy as sp
from attr.validators import instance_of
from qrules.particle import Particle

from . import (
    BlattWeisskopfSquared,
    BreakupMomentumSquared,
    PhaseSpaceFactor,
    PhaseSpaceFactorAnalytic,
    PhaseSpaceFactorProtocol,
    relativistic_breit_wigner,
    relativistic_breit_wigner_with_ff,
)

if sys.version_info >= (3, 8):
    from typing import Protocol
else:  # pragma: no cover
    from typing_extensions import Protocol


[docs]@attr.frozen class TwoBodyKinematicVariableSet: """Data container for the essential variables of a two-body decay. This data container is inserted into a `.ResonanceDynamicsBuilder`, so that it can build some lineshape expression from the `.dynamics` module. It also allows to insert :doc:`custom dynamics </usage/dynamics/custom>` into the amplitude model. """ incoming_state_mass: sp.Symbol = attr.ib(validator=instance_of(sp.Symbol)) outgoing_state_mass1: sp.Symbol = attr.ib(validator=instance_of(sp.Symbol)) outgoing_state_mass2: sp.Symbol = attr.ib(validator=instance_of(sp.Symbol)) helicity_theta: sp.Symbol = attr.ib(validator=instance_of(sp.Symbol)) helicity_phi: sp.Symbol = attr.ib(validator=instance_of(sp.Symbol)) angular_momentum: Optional[int] = attr.ib(default=None)
BuilderReturnType = Tuple[sp.Expr, Dict[sp.Symbol, float]] """Type that a `.ResonanceDynamicsBuilder` should return. The first element in this `tuple` is the `sympy.Expr <sympy.core.expr.Expr>` that describes the dynamics for the resonance. The second element are suggested parameter values (see :attr:`.parameter_defaults`) for the `~sympy.core.symbol.Symbol` instances that appear in the `sympy.Expr <sympy.core.expr.Expr>`. """
[docs]class ResonanceDynamicsBuilder(Protocol): """Protocol that is used by `.set_dynamics`. Follow this `~typing.Protocol` when defining a builder function that is to be used by `.set_dynamics`. For an example, see the source code `.create_relativistic_breit_wigner`, which creates a `.relativistic_breit_wigner`. .. seealso:: :doc:`/usage/dynamics/custom` """
[docs] def __call__( self, resonance: Particle, variable_pool: TwoBodyKinematicVariableSet ) -> "BuilderReturnType": """Formulate a dynamics `~sympy.core.expr.Expr` for this resonance.""" ...
[docs]def create_non_dynamic( resonance: Particle, variable_pool: TwoBodyKinematicVariableSet ) -> "BuilderReturnType": # pylint: disable=unused-argument return (1, {})
[docs]def create_non_dynamic_with_ff( resonance: Particle, variable_pool: TwoBodyKinematicVariableSet ) -> "BuilderReturnType": """Generate (only) a Blatt-Weisskopf form factor for a two-body decay. Returns the `~sympy.functions.elementary.miscellaneous.sqrt` of a `.BlattWeisskopfSquared`. """ angular_momentum = variable_pool.angular_momentum if angular_momentum is None: raise ValueError( "Angular momentum is not defined but is required in the form" " factor!" ) q_squared = BreakupMomentumSquared( s=variable_pool.incoming_state_mass**2, m_a=variable_pool.outgoing_state_mass1, m_b=variable_pool.outgoing_state_mass2, ) meson_radius = sp.Symbol(f"d_{resonance.name}") form_factor_squared = BlattWeisskopfSquared( angular_momentum, z=q_squared * meson_radius**2, ) return ( sp.sqrt(form_factor_squared), {meson_radius: 1}, )
[docs]class RelativisticBreitWignerBuilder: """Factory for building relativistic Breit-Wigner expressions. The :meth:`__call__` of this builder complies with the `.ResonanceDynamicsBuilder`, so instances of this class can be used in :meth:`.set_dynamics`. Args: form_factor: Formulate a relativistic Breit-Wigner function with form factor, using :func:`.relativistic_breit_wigner_with_ff`. If set to `False`, :meth:`__call__` builds a :func:`.relativistic_breit_wigner` (_without_ form factor). phsp_factor: A class that complies with the `.PhaseSpaceFactorProtocol`. Defaults to `.PhaseSpaceFactor`. """ def __init__( self, form_factor: bool = False, phsp_factor: Optional[PhaseSpaceFactorProtocol] = None, ) -> None: if phsp_factor is None: phsp_factor = PhaseSpaceFactor self.__phsp_factor = phsp_factor self.__with_form_factor = form_factor
[docs] def __call__( self, resonance: Particle, variable_pool: TwoBodyKinematicVariableSet ) -> "BuilderReturnType": """Formulate a relativistic Breit-Wigner for this resonance.""" if self.__with_form_factor: return self.__formulate_with_form_factor(resonance, variable_pool) return self.__formulate(resonance, variable_pool)
@staticmethod def __formulate( resonance: Particle, variable_pool: TwoBodyKinematicVariableSet ) -> "BuilderReturnType": inv_mass = variable_pool.incoming_state_mass res_mass = sp.Symbol(f"m_{resonance.name}") res_width = sp.Symbol(f"Gamma_{resonance.name}") expression = relativistic_breit_wigner( s=inv_mass**2, mass0=res_mass, gamma0=res_width, ) parameter_defaults = { res_mass: resonance.mass, res_width: resonance.width, } return expression, parameter_defaults def __formulate_with_form_factor( self, resonance: Particle, variable_pool: TwoBodyKinematicVariableSet ) -> "BuilderReturnType": if variable_pool.angular_momentum is None: raise ValueError( "Angular momentum is not defined but is required in the" " form factor!" ) inv_mass = variable_pool.incoming_state_mass res_mass = sp.Symbol(f"m_{resonance.name}") res_width = sp.Symbol(f"Gamma_{resonance.name}") product1_inv_mass = variable_pool.outgoing_state_mass1 product2_inv_mass = variable_pool.outgoing_state_mass2 angular_momentum = variable_pool.angular_momentum meson_radius = sp.Symbol(f"d_{resonance.name}") expression = relativistic_breit_wigner_with_ff( s=inv_mass**2, mass0=res_mass, gamma0=res_width, m_a=product1_inv_mass, m_b=product2_inv_mass, angular_momentum=angular_momentum, meson_radius=meson_radius, phsp_factor=self.__phsp_factor, ) parameter_defaults = { res_mass: resonance.mass, res_width: resonance.width, meson_radius: 1, } return expression, parameter_defaults
create_relativistic_breit_wigner = RelativisticBreitWignerBuilder( form_factor=False ).__call__ """ Create a `.relativistic_breit_wigner` for a two-body decay. This is a convenience function for a `RelativisticBreitWignerBuilder` _without_ form factor. """ create_relativistic_breit_wigner_with_ff = RelativisticBreitWignerBuilder( form_factor=True, phsp_factor=PhaseSpaceFactor, ).__call__ """ Create a `.relativistic_breit_wigner_with_ff` for a two-body decay. This is a convenience function for a `RelativisticBreitWignerBuilder` _with_ form factor and a 'normal' `.PhaseSpaceFactor`. """ create_analytic_breit_wigner = RelativisticBreitWignerBuilder( form_factor=True, phsp_factor=PhaseSpaceFactorAnalytic, ).__call__ """ Create a `.relativistic_breit_wigner_with_ff` with analytic continuation. This is a convenience function for a `RelativisticBreitWignerBuilder` _with_ form factor and a 'analytic' phase space factor (see `.PhaseSpaceFactorAnalytic`). .. seealso:: :doc:`/usage/dynamics/analytic-continuation`. """