From c4198c8262efc1aa6b45484ecd1dc02508c413e5 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Sat, 21 Sep 2024 12:52:35 -0400 Subject: [PATCH 01/68] add docstring inheriter --- DEBUG | 1 + desc/objectives/objective_funs.py | 47 ++++++++++++++++++++++++++++++- 2 files changed, 47 insertions(+), 1 deletion(-) create mode 160000 DEBUG diff --git a/DEBUG b/DEBUG new file mode 160000 index 000000000..631b3dc36 --- /dev/null +++ b/DEBUG @@ -0,0 +1 @@ +Subproject commit 631b3dc36e7eeed9a199e457449e9ae8f0ff7f23 diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index ffacaf639..d4caf7f86 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -1,6 +1,7 @@ """Base classes for objectives.""" import functools +import re from abc import ABC, abstractmethod import numpy as np @@ -8,6 +9,7 @@ from desc.backend import execute_on_cpu, jit, jnp, tree_flatten, tree_unflatten, use_jax from desc.derivatives import Derivative from desc.io import IOAble +from desc.io.optimizable_io import _CombinedMeta from desc.optimizable import Optimizable from desc.utils import ( PRINT_WIDTH, @@ -784,7 +786,50 @@ def things(self): return self._things -class _Objective(IOAble, ABC): +class DocInheritMeta(type): + """Metaclass to inherit docstrings from parent classes.""" + + def __new__(cls, name, bases, dct): + """Create a new class with inherited docstrings.""" + # Collect the child's docstring + child_doc = dct.get("__doc__", "") or "" + + # Find the immediate parent class that uses DocInheritMeta metaclass + for base in bases: + if isinstance( + base, DocInheritMeta + ): # Ensure it's from a class with DocInheritMeta + parent_doc = base.__doc__ or "" + + # find the "Parameters" section in the parent's docstring + parameters_section = re.search( + r"(Parameters\s*-+\s*.+)", parent_doc, re.DOTALL + ) + + if parameters_section: + # Get only the "Parameters" part of the parent's docstring + parameters_text = parameters_section.group(0) + else: + parameters_text = "" + + # Combine the child docstring with only the parent's parameters section + full_doc = ( + child_doc + "\n " + parameters_text + if parameters_text + else child_doc + ) + dct["__doc__"] = full_doc + + break # Only consider the first base class using DocInheritMeta + + return super().__new__(cls, name, bases, dct) + + +class _CombinedMeta2(DocInheritMeta, _CombinedMeta): + pass + + +class _Objective(IOAble, ABC, metaclass=_CombinedMeta2): """Objective (or constraint) used in the optimization of an Equilibrium. Parameters From f13f21f658f0cf1ecc76979a4fc3ec07f5434747 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 14:56:57 -0400 Subject: [PATCH 02/68] delete erronous submodule --- DEBUG | 1 - 1 file changed, 1 deletion(-) delete mode 160000 DEBUG diff --git a/DEBUG b/DEBUG deleted file mode 160000 index 631b3dc36..000000000 --- a/DEBUG +++ /dev/null @@ -1 +0,0 @@ -Subproject commit 631b3dc36e7eeed9a199e457449e9ae8f0ff7f23 From 2b2e894e6c8a2c9d2ee07a4c51f8961a3c1108d4 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 17:04:54 -0400 Subject: [PATCH 03/68] add test and remove docs from _equilibrium --- desc/objectives/_equilibrium.py | 172 +++--------------------------- desc/objectives/objective_funs.py | 125 ++++++++++++++-------- tests/test_objective_funs.py | 18 +++- 3 files changed, 109 insertions(+), 206 deletions(-) diff --git a/desc/objectives/_equilibrium.py b/desc/objectives/_equilibrium.py index dc2f4bbb2..6a9b525d2 100644 --- a/desc/objectives/_equilibrium.py +++ b/desc/objectives/_equilibrium.py @@ -7,7 +7,7 @@ from desc.utils import Timer from .normalization import compute_scaling_factors -from .objective_funs import _Objective +from .objective_funs import _Objective, collect_docs class ForceBalance(_Objective): @@ -33,39 +33,14 @@ class ForceBalance(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``ConcentricGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` - name : str, optional - Name of the objective function. """ + __doc__ += collect_docs() + _equilibrium = True _coordinates = "rtz" _units = "(N)" @@ -209,35 +184,14 @@ class ForceBalanceAnisotropic(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : float, ndarray, optional - Target value(s) of the objective. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to Objective.dim_f. - normalize : bool - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target should be normalized before comparing to computed values. - if `normalize` is `True` and the target is in physical units, this should also - be set to True. grid : Grid, ndarray, optional - Collocation grid containing the nodes to evaluate at. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. grid : Grid, ndarray, optional Collocation grid containing the nodes to evaluate at. Defaults to ``ConcentricGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` - name : str - Name of the objective function. """ + __doc__ += collect_docs() + _units = "(N)" _coordinates = "rtz" _equilibrium = True @@ -363,39 +317,14 @@ class RadialForceBalance(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``ConcentricGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` - name : str, optional - Name of the objective function. """ + __doc__ += collect_docs() + _equilibrium = True _coordinates = "rtz" _units = "(N)" @@ -521,39 +450,14 @@ class HelicalForceBalance(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``ConcentricGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` - name : str, optional - Name of the objective function. """ + __doc__ += collect_docs() + _equilibrium = True _coordinates = "rtz" _units = "(N)" @@ -675,41 +579,16 @@ class Energy(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` gamma : float, optional Adiabatic (compressional) index. Default = 0. - name : str, optional - Name of the objective function. """ + __doc__ += collect_docs() + _scalar = True _coordinates = "" _equilibrium = True @@ -844,39 +723,14 @@ class CurrentDensity(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``ConcentricGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` - name : str, optional - Name of the objective function. """ + __doc__ += collect_docs() + _equilibrium = True _coordinates = "rtz" _units = "(A*m)" diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index d4caf7f86..fc7c73316 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -1,7 +1,6 @@ """Base classes for objectives.""" import functools -import re from abc import ABC, abstractmethod import numpy as np @@ -9,7 +8,6 @@ from desc.backend import execute_on_cpu, jit, jnp, tree_flatten, tree_unflatten, use_jax from desc.derivatives import Derivative from desc.io import IOAble -from desc.io.optimizable_io import _CombinedMeta from desc.optimizable import Optimizable from desc.utils import ( PRINT_WIDTH, @@ -21,6 +19,84 @@ unique_list, ) +doc_target = """ + target : {float, ndarray}, optional + Target value(s) of the objective. Only used if bounds is None. + Must be broadcastable to Objective.dim_f. +""" +doc_bounds = """ + bounds : tuple of {float, ndarray}, optional + Lower and upper bounds on the objective. Overrides target. + Both bounds must be broadcastable to to Objective.dim_f +""" +doc_weight = """ + weight : {float, ndarray}, optional + Weighting to apply to the Objective, relative to other Objectives. + Must be broadcastable to to Objective.dim_f +""" +doc_normalize = """ + normalize : bool, optional + Whether to compute the error in physical units or non-dimensionalize. +""" +doc_normalize_target = """ + normalize_target : bool, optional + Whether target and bounds should be normalized before comparing to computed + values. If `normalize` is `True` and the target is in physical units, + this should also be set to True. +""" +doc_loss_function = """ + loss_function : {None, 'mean', 'min', 'max'}, optional + Loss function to apply to the objective values once computed. This loss function + is called on the raw compute value, before any shifting, scaling, or + normalization. +""" +doc_deriv_mode = """ + deriv_mode : {"auto", "fwd", "rev"} + Specify how to compute jacobian matrix, either forward mode or reverse mode AD. + "auto" selects forward or reverse mode based on the size of the input and output + of the objective. Has no effect on self.grad or self.hess which always use + reverse mode and forward over reverse mode respectively. +""" +doc_name = """ + name : str, optional + Name of the objective. +""" +docs = { + "target": doc_target, + "bounds": doc_bounds, + "weight": doc_weight, + "normalize": doc_normalize, + "normalize_target": doc_normalize_target, + "loss_function": doc_loss_function, + "deriv_mode": doc_deriv_mode, + "name": doc_name, +} + + +def collect_docs(exclude=None): + """Collect default parameters for the docstring of Objective. + + Parameters + ---------- + exclude : list, optional + List of strings to exclude from the docstring. If None, all default parameters + are included. Use this argument if you want to specify a special docstring for + a specific parameter in your objective definition. + + Returns + ------- + doc_params : str + String of default parameters for the docstring. + + """ + doc_params = "" + for key in docs.keys(): + if exclude is not None and key in exclude: + continue + doc_params += docs[key].rstrip() + + return doc_params + class ObjectiveFunction(IOAble): """Objective function comprised of one or more Objectives. @@ -786,50 +862,7 @@ def things(self): return self._things -class DocInheritMeta(type): - """Metaclass to inherit docstrings from parent classes.""" - - def __new__(cls, name, bases, dct): - """Create a new class with inherited docstrings.""" - # Collect the child's docstring - child_doc = dct.get("__doc__", "") or "" - - # Find the immediate parent class that uses DocInheritMeta metaclass - for base in bases: - if isinstance( - base, DocInheritMeta - ): # Ensure it's from a class with DocInheritMeta - parent_doc = base.__doc__ or "" - - # find the "Parameters" section in the parent's docstring - parameters_section = re.search( - r"(Parameters\s*-+\s*.+)", parent_doc, re.DOTALL - ) - - if parameters_section: - # Get only the "Parameters" part of the parent's docstring - parameters_text = parameters_section.group(0) - else: - parameters_text = "" - - # Combine the child docstring with only the parent's parameters section - full_doc = ( - child_doc + "\n " + parameters_text - if parameters_text - else child_doc - ) - dct["__doc__"] = full_doc - - break # Only consider the first base class using DocInheritMeta - - return super().__new__(cls, name, bases, dct) - - -class _CombinedMeta2(DocInheritMeta, _CombinedMeta): - pass - - -class _Objective(IOAble, ABC, metaclass=_CombinedMeta2): +class _Objective(IOAble, ABC): """Objective (or constraint) used in the optimization of an Equilibrium. Parameters diff --git a/tests/test_objective_funs.py b/tests/test_objective_funs.py index 4711907ab..00fbfc764 100644 --- a/tests/test_objective_funs.py +++ b/tests/test_objective_funs.py @@ -77,7 +77,7 @@ ) from desc.objectives._free_boundary import BoundaryErrorNESTOR from desc.objectives.normalization import compute_scaling_factors -from desc.objectives.objective_funs import _Objective +from desc.objectives.objective_funs import _Objective, collect_docs from desc.objectives.utils import softmax, softmin from desc.profiles import FourierZernikeProfile, PowerSeriesProfile from desc.utils import PRINT_WIDTH @@ -2845,3 +2845,19 @@ def test_objective_print_widths(): + "change the name or increase the PRINT_WIDTH in the " + "desc/utils.py file. The former is preferred." ) + + +def test_objective_docstring(): + """Test that the objective docstring and collect_docs are consistent.""" + objective_docs = _Objective.__doc__.rstrip() + doc_header = ( + "Objective (or constraint) used in the optimization of an Equilibrium.\n\n" + + " Parameters\n" + + " ----------\n" + + " things : Optimizable or tuple/list of Optimizable\n" + + " Objects that will be optimized to satisfy the Objective.\n" + ) + collected_docs = collect_docs().strip() + collected_docs = doc_header + " " + collected_docs + + assert objective_docs == collected_docs From 06512fe8ac6268ffde60d0150cdae26ee91a6f56 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 17:07:56 -0400 Subject: [PATCH 04/68] fix str concetanation spacing --- desc/objectives/_equilibrium.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/desc/objectives/_equilibrium.py b/desc/objectives/_equilibrium.py index 6a9b525d2..639cc53f8 100644 --- a/desc/objectives/_equilibrium.py +++ b/desc/objectives/_equilibrium.py @@ -39,7 +39,7 @@ class ForceBalance(_Objective): """ - __doc__ += collect_docs() + __doc__ = __doc__.rstrip() + collect_docs() _equilibrium = True _coordinates = "rtz" @@ -190,7 +190,7 @@ class ForceBalanceAnisotropic(_Objective): """ - __doc__ += collect_docs() + __doc__ = __doc__.rstrip() + collect_docs() _units = "(N)" _coordinates = "rtz" @@ -323,7 +323,7 @@ class RadialForceBalance(_Objective): """ - __doc__ += collect_docs() + __doc__ = __doc__.rstrip() + collect_docs() _equilibrium = True _coordinates = "rtz" @@ -456,7 +456,7 @@ class HelicalForceBalance(_Objective): """ - __doc__ += collect_docs() + __doc__ = __doc__.rstrip() + collect_docs() _equilibrium = True _coordinates = "rtz" @@ -587,7 +587,7 @@ class Energy(_Objective): """ - __doc__ += collect_docs() + __doc__ = __doc__.rstrip() + collect_docs() _scalar = True _coordinates = "" @@ -729,7 +729,7 @@ class CurrentDensity(_Objective): """ - __doc__ += collect_docs() + __doc__ = __doc__.rstrip() + collect_docs() _equilibrium = True _coordinates = "rtz" From 48f3b111b8b212634bcc0f872d5b467ba63f01b8 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 17:23:20 -0400 Subject: [PATCH 05/68] apply to bootstrap and coils --- desc/objectives/_bootstrap.py | 32 +---- desc/objectives/_coils.py | 212 +++------------------------------- 2 files changed, 23 insertions(+), 221 deletions(-) diff --git a/desc/objectives/_bootstrap.py b/desc/objectives/_bootstrap.py index 5887da06f..099b73a1f 100644 --- a/desc/objectives/_bootstrap.py +++ b/desc/objectives/_bootstrap.py @@ -9,7 +9,7 @@ from desc.utils import Timer, errorif, warnif from .normalization import compute_scaling_factors -from .objective_funs import _Objective +from .objective_funs import _Objective, collect_docs class BootstrapRedlConsistency(_Objective): @@ -31,31 +31,6 @@ class BootstrapRedlConsistency(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` @@ -64,10 +39,11 @@ class BootstrapRedlConsistency(_Objective): First entry must be M=1. Second entry is the toroidal mode number N, used for evaluating the Redl bootstrap current formula. Set to 0 for axisymmetry or quasi-axisymmetry; set to +/-NFP for quasi-helical symmetry. - name : str, optional - Name of the objective function. + """ + __doc__ = __doc__.rstrip() + collect_docs() + _coordinates = "r" _units = "(T A m^-2)" _print_value_fmt = "Bootstrap current self-consistency error: " diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index 04f295491..b029c6057 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -17,7 +17,7 @@ from desc.utils import Timer, errorif, safenorm, warnif from .normalization import compute_scaling_factors -from .objective_funs import _Objective +from .objective_funs import _Objective, collect_docs class _CoilObjective(_Objective): @@ -29,39 +29,18 @@ class _CoilObjective(_Objective): Coil for which the data keys will be optimized. data_keys : list of str data keys that will be optimized when this class is inherited. - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. - bounds : tuple of float, ndarray, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - be set to True. loss_function : {None, 'mean', 'min', 'max'}, optional Loss function to apply to the objective values once computed. This loss function is called on the raw compute value, before any shifting, scaling, or normalization. Operates over all coils, not each individual coil. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, list, optional Collocation grid containing the nodes to evaluate at. If a list, must have the same structure as coil. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["loss_function"]) + def __init__( self, coil, @@ -226,37 +205,18 @@ class CoilLength(_CoilObjective): Target value(s) of the objective. Only used if bounds is None. Must be broadcastable to Objective.dim_f. If array, it has to be flattened according to the number of inputs. Defaults to ``target=2*np.pi``. - bounds : tuple of float, ndarray, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=2*np.pi``. - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - be set to True. loss_function : {None, 'mean', 'min', 'max'}, optional Loss function to apply to the objective values once computed. This loss function is called on the raw compute value, before any shifting, scaling, or normalization. Operates over all coils, not each individual coil. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(N=2 * coil.N + 5)`` - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + _scalar = False # Not always a scalar, if a coilset is passed in _units = "(m)" _print_value_fmt = "Coil length: " @@ -351,37 +311,18 @@ class CoilCurvature(_CoilObjective): Target value(s) of the objective. Only used if bounds is None. Must be broadcastable to Objective.dim_f. If array, it has to be flattened according to the number of inputs. Defaults to ``bounds=(0,1)``. - bounds : tuple of float, ndarray, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``bounds=(0,1)``. - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - be set to True. loss_function : {None, 'mean', 'min', 'max'}, optional Loss function to apply to the objective values once computed. This loss function is called on the raw compute value, before any shifting, scaling, or normalization. Operates over all coils, not each individual coil. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(N=2 * coil.N + 5)`` - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + _scalar = False _units = "(m^-1)" _print_value_fmt = "Coil curvature: " @@ -471,37 +412,18 @@ class CoilTorsion(_CoilObjective): Target value(s) of the objective. Only used if bounds is None. Must be broadcastable to Objective.dim_f. If array, it has to be flattened according to the number of inputs. Defaults to ``target=0``. - bounds : tuple of float, ndarray, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - be set to True. loss_function : {None, 'mean', 'min', 'max'}, optional Loss function to apply to the objective values once computed. This loss function is called on the raw compute value, before any shifting, scaling, or normalization. Operates over all coils, not each individual coil. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(N=2 * coil.N + 5)`` - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + _scalar = False _units = "(m^-1)" _print_value_fmt = "Coil torsion: " @@ -591,37 +513,18 @@ class CoilCurrentLength(CoilLength): Target value(s) of the objective. Only used if bounds is None. Must be broadcastable to Objective.dim_f. If array, it has to be flattened according to the number of inputs. Defaults to ``target=0``. - bounds : tuple of float, ndarray, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - be set to True. loss_function : {None, 'mean', 'min', 'max'}, optional Loss function to apply to the objective values once computed. This loss function is called on the raw compute value, before any shifting, scaling, or normalization. Operates over all coils, not each individual coil. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(N=2 * coil.N + 5)`` - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + _scalar = False _units = "(A*m)" _print_value_fmt = "Coil current length: " @@ -719,37 +622,19 @@ class CoilSetMinDistance(_Objective): Target value(s) of the objective. Only used if bounds is None. Must be broadcastable to Objective.dim_f. If array, it has to be flattened according to the number of inputs. - bounds : tuple of float, ndarray, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - be set to True. loss_function : {None, 'mean', 'min', 'max'}, optional Loss function to apply to the objective values once computed. This loss function is called on the raw compute value, before any shifting, scaling, or normalization. Operates over all coils, not each individial coil. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, list, optional Collocation grid used to discretize each coil. Defaults to the default grid for the given coil-type, see ``coils.py`` and ``curve.py`` for more details. If a list, must have the same structure as coils. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + _scalar = False _units = "(m)" _print_value_fmt = "Minimum coil-coil distance: " @@ -873,32 +758,10 @@ class PlasmaCoilSetMinDistance(_Objective): to satisfy the Objective. coil : CoilSet Coil(s) that are to be optimized. - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If array, it has to - be flattened according to the number of inputs. - bounds : tuple of float, ndarray, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - be set to True. loss_function : {None, 'mean', 'min', 'max'}, optional Loss function to apply to the objective values once computed. This loss function is called on the raw compute value, before any shifting, scaling, or normalization. Operates over all coils, not each individial coil. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. plasma_grid : Grid, optional Collocation grid containing the nodes to evaluate plasma geometry at. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)``. @@ -919,11 +782,11 @@ class PlasmaCoilSetMinDistance(_Objective): during optimization, and self.things = [eq] only. If False, the coil coordinates are computed at every iteration. False by default, so that self.things = [coil, eq]. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + _scalar = False _units = "(m)" _print_value_fmt = "Minimum plasma-coil distance: " @@ -1118,22 +981,6 @@ class QuadraticFlux(_Objective): field : MagneticField External field produced by coils or other source, which will be optimized to minimize the normal field error on the provided equilibrium's surface. - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - len(target) must be equal to Objective.dim_f. - Default target is zero. - bounds : tuple, optional - Lower and upper bounds on the objective. Overrides target. - len(bounds[0]) and len(bounds[1]) must be equal to Objective.dim_f - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - len(weight) must be equal to Objective.dim_f - normalize : bool - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. source_grid : Grid, optional Collocation grid containing the nodes for plasma source terms. Default grid is detailed in the docs for ``compute_B_plasma`` @@ -1149,11 +996,11 @@ class QuadraticFlux(_Objective): vacuum : bool If true, B_plasma (the contribution to the normal field on the boundary from the plasma currents) is set to zero. - name : str - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["loss_function"]) + _scalar = False _linear = False _print_value_fmt = "Boundary normal field error: " @@ -1326,30 +1173,10 @@ class ToroidalFlux(_Objective): field : MagneticField MagneticField object, the parameters of this will be optimized to minimize the objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Defaults to eq.Psi. Must be broadcastable to Objective.dim_f. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target should be normalized before comparing to computed values. - if `normalize` is `True` and the target is in physical units, this should also - be set to True. loss_function : {None, 'mean', 'min', 'max'}, optional Loss function to apply to the objective values once computed. This function is called on the raw compute value, before any shifting, scaling, or normalization. Note: has no effect for this objective - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. field_grid : Grid, optional Grid containing the nodes to evaluate field source at on the winding surface. (used if e.g. field is a CoilSet or @@ -1359,12 +1186,11 @@ class ToroidalFlux(_Objective): Collocation grid containing the nodes to evaluate the normal magnetic field at plasma geometry at. Defaults to a LinearGrid(L=eq.L_grid, M=eq.M_grid, zeta=jnp.array(0.0), NFP=eq.NFP). - name : str, optional - Name of the objective function. - """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["loss_function"]) + _coordinates = "rtz" _units = "(Wb)" _print_value_fmt = "Toroidal Flux: " From aae5612c48a5f483dcd9d7829d0c4c0ba20178de Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 20:29:59 -0400 Subject: [PATCH 06/68] apply to free boundary --- desc/objectives/_free_boundary.py | 91 +++---------------------------- 1 file changed, 9 insertions(+), 82 deletions(-) diff --git a/desc/objectives/_free_boundary.py b/desc/objectives/_free_boundary.py index 62d5984ae..239f26761 100644 --- a/desc/objectives/_free_boundary.py +++ b/desc/objectives/_free_boundary.py @@ -11,7 +11,7 @@ from desc.grid import LinearGrid from desc.integrals import DFTInterpolator, FFTInterpolator, virtual_casing_biot_savart from desc.nestor import Nestor -from desc.objectives.objective_funs import _Objective +from desc.objectives.objective_funs import _Objective, collect_docs from desc.utils import PRINT_WIDTH, Timer, errorif, warnif from .normalization import compute_scaling_factors @@ -38,31 +38,6 @@ class VacuumBoundaryError(_Objective): Equilibrium that will be optimized to satisfy the Objective. field : MagneticField External field produced by coils or other sources outside the plasma. - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to Objective.dim_f. - normalize : bool - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate error at. Should be at rho=1. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)`` @@ -71,11 +46,11 @@ class VacuumBoundaryError(_Objective): field_fixed : bool Whether to assume the field is fixed. For free boundary solve, should be fixed. For single stage optimization, should be False (default). - name : str - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _scalar = False _linear = False _print_value_fmt = "Boundary Error: " @@ -366,31 +341,6 @@ class BoundaryError(_Objective): Equilibrium that will be optimized to satisfy the Objective. field : MagneticField External field produced by coils. - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to Objective.dim_f. - normalize : bool - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. s, q : integer Hyperparameters for singular integration scheme, s is roughly equal to the size of the local singular grid with respect to the global grid, q is the order of @@ -408,10 +358,12 @@ class BoundaryError(_Objective): loop : bool If True, evaluate integral using loops, as opposed to vmap. Slower, but uses less memory. - name : str - Name of the objective function. + """ + + __doc__ = __doc__.rstrip() + collect_docs() + __doc__ += """ Examples -------- Assigning a surface current to the equilibrium: @@ -834,42 +786,17 @@ class BoundaryErrorNESTOR(_Objective): Equilibrium that will be optimized to satisfy the Objective. field : MagneticField External field produced by coils. - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : float, ndarray, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to Objective.dim_f. mf, nf : integer maximum poloidal and toroidal mode numbers to use for NESTOR scalar potential. ntheta, nzeta : int number of grid points in poloidal, toroidal directions to use in NESTOR. field_grid : Grid, optional Grid used to discretize field. - normalize : bool - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. - name : str - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _scalar = False _linear = False _print_value_fmt = "Boundary magnetic pressure error: " From 4ee5d7861b15bb3a55873b9b25cb2aa8a8268245 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 20:33:30 -0400 Subject: [PATCH 07/68] apply to generic --- desc/objectives/_free_boundary.py | 1 - desc/objectives/_generic.py | 85 ++++--------------------------- 2 files changed, 9 insertions(+), 77 deletions(-) diff --git a/desc/objectives/_free_boundary.py b/desc/objectives/_free_boundary.py index 239f26761..ea58d0192 100644 --- a/desc/objectives/_free_boundary.py +++ b/desc/objectives/_free_boundary.py @@ -362,7 +362,6 @@ class BoundaryError(_Objective): """ __doc__ = __doc__.rstrip() + collect_docs() - __doc__ += """ Examples -------- diff --git a/desc/objectives/_generic.py b/desc/objectives/_generic.py index 46e45a995..c0b83e3d1 100644 --- a/desc/objectives/_generic.py +++ b/desc/objectives/_generic.py @@ -14,7 +14,7 @@ from desc.utils import errorif, parse_argname_change from .linear_objectives import _FixedObjective -from .objective_funs import _Objective +from .objective_funs import _Objective, collect_docs class GenericObjective(_Objective): @@ -26,40 +26,14 @@ class GenericObjective(_Objective): Name of the quantity to compute. thing : Optimizable Object that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f. - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - Has no effect for this objective - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. Note: Has no effect on this objective. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` if thing is an Equilibrium. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _print_value_fmt = "Generic objective value: " def __init__( @@ -187,28 +161,11 @@ class LinearObjectiveFromUser(_FixedObjective): Custom objective function. thing : Optimizable Object whose degrees of freedom are being constrained. - target : dict of {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of dict {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : dict of {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Should be a scalar or have the same tree structure as thing.params. - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - Has no effect for this objective. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. Has no effect for this objective. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _scalar = False _linear = True _fixed = True @@ -311,38 +268,14 @@ class ObjectiveFromUser(_Objective): Custom objective function. thing : Optimizable Object that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - Has no effect for this objective. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` if thing is an Equilibrium. - name : str, optional - Name of the objective function. + """ + + __doc__ = __doc__.rstrip() + collect_docs() + __doc__ += """ Examples -------- .. code-block:: python From a8f702980a1bd67d7baa4a3ee226a4e8c3e4e140 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 20:38:01 -0400 Subject: [PATCH 08/68] apply to geometry --- desc/objectives/_geometry.py | 238 +++-------------------------------- 1 file changed, 18 insertions(+), 220 deletions(-) diff --git a/desc/objectives/_geometry.py b/desc/objectives/_geometry.py index e405609c7..d7a2c29a3 100644 --- a/desc/objectives/_geometry.py +++ b/desc/objectives/_geometry.py @@ -9,7 +9,7 @@ from desc.utils import Timer, errorif, parse_argname_change, safenorm, warnif from .normalization import compute_scaling_factors -from .objective_funs import _Objective +from .objective_funs import _Objective, collect_docs from .utils import check_if_points_are_inside_perimeter, softmin @@ -21,41 +21,15 @@ class AspectRatio(_Objective): eq : Equilibrium or FourierRZToroidalSurface Equilibrium or FourierRZToroidalSurface that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=2``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=2``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - Has no effect for this objective. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. Note: Has no effect for this objective. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Note: Has no effect for this objective. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` for ``Equilibrium`` or ``LinearGrid(M=2*eq.M, N=2*eq.N)`` for ``FourierRZToroidalSurface``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _scalar = True _units = "(dimensionless)" _print_value_fmt = "Aspect ratio: " @@ -183,41 +157,15 @@ class Elongation(_Objective): eq : Equilibrium or FourierRZToroidalSurface Equilibrium or FourierRZToroidalSurface that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=1``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=1``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - Has no effect for this objective. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. Note: Has no effect for this objective. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Note: Has no effect for this objective. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` for ``Equilibrium`` or ``LinearGrid(M=2*eq.M, N=2*eq.N)`` for ``FourierRZToroidalSurface``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _scalar = True _units = "(dimensionless)" _print_value_fmt = "Elongation: " @@ -344,41 +292,15 @@ class Volume(_Objective): eq : Equilibrium or FourierRZToroidalSurface Equilibrium or FourierRZToroidalSurface that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=1``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=1``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Note: Has no effect for this objective. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid)`` for ``Equilibrium`` or ``LinearGrid(M=2*eq.M, N=2*eq.N)`` for ``FourierRZToroidalSurface``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _scalar = True _units = "(m^3)" _print_value_fmt = "Plasma volume: " @@ -531,31 +453,6 @@ class PlasmaVesselDistance(_Objective): Equilibrium that will be optimized to satisfy the Objective. surface : Surface Bounding surface to penalize distance to. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``bounds=(1,np.inf)``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``bounds=(1,np.inf)``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target should be normalized before comparing to computed values. - if `normalize` is `True` and the target is in physical units, this should also - be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. surface_grid : Grid, optional Collocation grid containing the nodes to evaluate surface geometry at. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)``. @@ -584,10 +481,11 @@ class PlasmaVesselDistance(_Objective): the array by 2/min_val to ensure that softmin_alpha*array>1. Making softmin_alpha larger than this minimum value will make the softmin a more accurate approximation of the true min. - name : str, optional - Name of the objective function. + """ + __doc__ = __doc__.rstrip() + collect_docs() + _coordinates = "rtz" _units = "(m)" _print_value_fmt = "Plasma-vessel distance: " @@ -893,40 +791,15 @@ class MeanCurvature(_Objective): eq : Equilibrium or FourierRZToroidalSurface Equilibrium or FourierRZToroidalSurface that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``bounds=(-np.inf, 0)``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``bounds=(-np.inf, 0)``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target should be normalized before comparing to computed values. - if `normalize` is `True` and the target is in physical units, this should also - be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)`` for ``Equilibrium`` or ``LinearGrid(M=2*eq.M, N=2*eq.N)`` for ``FourierRZToroidalSurface``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _coordinates = "rtz" _units = "(m^-1)" _print_value_fmt = "Mean curvature: " @@ -1053,40 +926,15 @@ class PrincipalCurvature(_Objective): eq : Equilibrium or FourierRZToroidalSurface Equilibrium or FourierRZToroidalSurface that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=1``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=1``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target should be normalized before comparing to computed values. - if `normalize` is `True` and the target is in physical units, this should also - be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)`` for ``Equilibrium`` or ``LinearGrid(M=2*eq.M, N=2*eq.N)`` for ``FourierRZToroidalSurface``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _coordinates = "rtz" _units = "(m^-1)" _print_value_fmt = "Principal curvature: " @@ -1209,39 +1057,14 @@ class BScaleLength(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``bounds=(1,np.inf)``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``bounds=(1,np.inf)``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target should be normalized before comparing to computed values. - if `normalize` is `True` and the target is in physical units, this should also - be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _coordinates = "rtz" _units = "(m)" _print_value_fmt = "Magnetic field scale length: " @@ -1361,38 +1184,13 @@ class GoodCoordinates(_Objective): Equilibrium that will be optimized to satisfy the Objective. sigma : float Relative weight between the Jacobian and radial terms. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _scalar = False _units = "(dimensionless)" _print_value_fmt = "Coordinate goodness : " From ce943ff57f8b07bb064f600df2d47ef690713dbe Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 20:40:53 -0400 Subject: [PATCH 09/68] apply to omnigenity --- desc/objectives/_omnigenity.py | 148 +++------------------------------ 1 file changed, 11 insertions(+), 137 deletions(-) diff --git a/desc/objectives/_omnigenity.py b/desc/objectives/_omnigenity.py index 1eb7a8da6..5717da0b7 100644 --- a/desc/objectives/_omnigenity.py +++ b/desc/objectives/_omnigenity.py @@ -10,7 +10,7 @@ from desc.vmec_utils import ptolemy_linear_transform from .normalization import compute_scaling_factors -from .objective_funs import _Objective +from .objective_funs import _Objective, collect_docs class QuasisymmetryBoozer(_Objective): @@ -20,31 +20,6 @@ class QuasisymmetryBoozer(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Must be a LinearGrid with sym=False. @@ -55,11 +30,11 @@ class QuasisymmetryBoozer(_Objective): Poloidal resolution of Boozer transformation. Default = 2 * eq.M. N_booz : int, optional Toroidal resolution of Boozer transformation. Default = 2 * eq.N. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _units = "(T)" _print_value_fmt = "Quasi-symmetry Boozer error: " @@ -237,41 +212,16 @@ class QuasisymmetryTwoTerm(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)``. helicity : tuple, optional Type of quasi-symmetry (M, N). - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _coordinates = "rtz" _units = "(T^3)" _print_value_fmt = "Quasi-symmetry two-term error: " @@ -424,39 +374,14 @@ class QuasisymmetryTripleProduct(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _coordinates = "rtz" _units = "(T^4/m^2)" _print_value_fmt = "Quasi-symmetry error: " @@ -575,31 +500,6 @@ class Omnigenity(_Objective): Equilibrium to be optimized to satisfy the Objective. field : OmnigenousField Omnigenous magnetic field to be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. eq_grid : Grid, optional Collocation grid containing the nodes to evaluate at for equilibrium data. Defaults to a linearly space grid on the rho=1 surface. @@ -630,11 +530,11 @@ class Omnigenity(_Objective): computation time during optimization and self.things = [eq] only. If False, the field is allowed to change during the optimization and its associated data are re-computed at every iteration (Default). - name : str - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _coordinates = "rtz" _units = "(T)" _print_value_fmt = "Omnigenity error: " @@ -936,40 +836,14 @@ class Isodynamicity(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - Has no effect for this objective. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _coordinates = "rtz" _units = "(dimensionless)" _print_value_fmt = "Isodynamicity error: " From 728c70d0e41abdfef3acc89d2d69eadc65911f43 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 20:42:12 -0400 Subject: [PATCH 10/68] apply to power balance --- desc/objectives/_power_balance.py | 60 +++---------------------------- 1 file changed, 5 insertions(+), 55 deletions(-) diff --git a/desc/objectives/_power_balance.py b/desc/objectives/_power_balance.py index 299b24835..0efe0d81b 100644 --- a/desc/objectives/_power_balance.py +++ b/desc/objectives/_power_balance.py @@ -6,7 +6,7 @@ from desc.utils import Timer, errorif from .normalization import compute_scaling_factors -from .objective_funs import _Objective +from .objective_funs import _Objective, collect_docs class FusionPower(_Objective): @@ -24,41 +24,16 @@ class FusionPower(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=1e9``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=1e9``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Note: Has no effect for this objective. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. fuel : str, optional Fusion fuel, assuming a 50/50 mix. One of {'DT'}. Default = 'DT'. grid : Grid, optional Collocation grid used to compute the intermediate quantities. Defaults to ``QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid, eq.NFP)``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _scalar = True _units = "(W)" _print_value_fmt = "Fusion power: " @@ -207,31 +182,6 @@ class HeatingPowerISS04(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. Defaults to ``target=0``. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f. - Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Note: Has no effect for this objective. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. H_ISS04 : float, optional ISS04 confinement enhancement factor. Default = 1. gamma : float, optional @@ -239,11 +189,11 @@ class HeatingPowerISS04(_Objective): grid : Grid, optional Collocation grid used to compute the intermediate quantities. Defaults to ``QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid, eq.NFP)``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs() + _scalar = True _units = "(W)" _print_value_fmt = "Heating power: " From 4ef121e6f87a4ed5cbe1bb8f90eb613d140d4bb4 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 20:45:13 -0400 Subject: [PATCH 11/68] apply to profiles --- desc/objectives/_profiles.py | 90 ++++-------------------------------- 1 file changed, 9 insertions(+), 81 deletions(-) diff --git a/desc/objectives/_profiles.py b/desc/objectives/_profiles.py index d53ee4f08..301829a4f 100644 --- a/desc/objectives/_profiles.py +++ b/desc/objectives/_profiles.py @@ -8,7 +8,7 @@ from desc.utils import Timer, warnif from .normalization import compute_scaling_factors -from .objective_funs import _Objective +from .objective_funs import _Objective, collect_docs from .utils import _parse_callable_target_bounds @@ -30,32 +30,14 @@ class Pressure(_Objective): If a callable, each should take a single argument `rho` and return the desired bound (lower or upper) of the profile at those locations. Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid)``. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + _coordinates = "r" _units = "(Pa)" _print_value_fmt = "Pressure: " @@ -186,34 +168,16 @@ class RotationalTransform(_Objective): If a callable, each should take a single argument `rho` and return the desired bound (lower or upper) of the profile at those locations. Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. Note: has no effect for this objective. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid, M=eq.M_grid, N=eq.N_grid)``. Note that it should have poloidal and toroidal resolution, as flux surface averages are required. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + _coordinates = "r" _units = "(dimensionless)" _print_value_fmt = "Rotational transform: " @@ -357,34 +321,16 @@ class Shear(_Objective): If a callable, each should take a single argument `rho` and return the desired bound (lower or upper) of the profile at those locations. Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. Note: has no effect for this objective. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid, M=eq.M_grid, N=eq.N_grid)``. Note that it should have poloidal and toroidal resolution, as flux surface averages are required. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + _coordinates = "r" _units = "(dimensionless)" _print_value_fmt = "Shear: " @@ -524,34 +470,16 @@ class ToroidalCurrent(_Objective): If a callable, each should take a single argument `rho` and return the desired bound (lower or upper) of the profile at those locations. Defaults to ``target=0``. - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid, M=eq.M_grid, N=eq.N_grid)``. Note that it should have poloidal and toroidal resolution, as flux surface averages are required. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + _coordinates = "r" _units = "(A)" _print_value_fmt = "Toroidal current: " From d79c512beae6744585a13ce1eb48dd1fbaaeb755 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 23 Sep 2024 20:46:53 -0400 Subject: [PATCH 12/68] apply to stability --- desc/objectives/_stability.py | 46 ++++------------------------------- 1 file changed, 5 insertions(+), 41 deletions(-) diff --git a/desc/objectives/_stability.py b/desc/objectives/_stability.py index 47b77f7d9..32921278e 100644 --- a/desc/objectives/_stability.py +++ b/desc/objectives/_stability.py @@ -8,7 +8,7 @@ from desc.utils import Timer, warnif from .normalization import compute_scaling_factors -from .objective_funs import _Objective +from .objective_funs import _Objective, collect_docs from .utils import _parse_callable_target_bounds @@ -38,34 +38,16 @@ class MercierStability(_Objective): If a callable, each should take a single argument `rho` and return the desired bound (lower or upper) of the profile at those locations. Defaults to ``bounds=(0, np.inf)`` - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid, M=eq.M_grid, N=eq.N_grid)``. Note that it should have poloidal and toroidal resolution, as flux surface averages are required. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + _coordinates = "r" _units = "(Wb^-2)" _print_value_fmt = "Mercier Stability: " @@ -219,34 +201,16 @@ class MagneticWell(_Objective): If a callable, each should take a single argument `rho` and return the desired bound (lower or upper) of the profile at those locations. Defaults to ``bounds=(0, np.inf)`` - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. Note: Has no effect for this objective. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. - deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. - "auto" selects forward or reverse mode based on the size of the input and output - of the objective. Has no effect on self.grad or self.hess which always use - reverse mode and forward over reverse mode respectively. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid, M=eq.M_grid, N=eq.N_grid)``. Note that it should have poloidal and toroidal resolution, as flux surface averages are required. - name : str, optional - Name of the objective function. """ + __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + _coordinates = "r" _units = "(dimensionless)" _print_value_fmt = "Magnetic Well: " From ae8b41caa5443b8c96dd89e47283cf1df4f6b85a Mon Sep 17 00:00:00 2001 From: YigitElma Date: Wed, 25 Sep 2024 15:10:36 -0400 Subject: [PATCH 13/68] fix the ordering with overwrite method --- desc/objectives/_coils.py | 102 +++++++++++++----------------- desc/objectives/_profiles.py | 64 ++++++------------- desc/objectives/_stability.py | 44 ++++++------- desc/objectives/objective_funs.py | 18 +++--- 4 files changed, 94 insertions(+), 134 deletions(-) diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index b029c6057..51adcbf85 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -29,17 +29,21 @@ class _CoilObjective(_Objective): Coil for which the data keys will be optimized. data_keys : list of str data keys that will be optimized when this class is inherited. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Operates over all coils, not each individual coil. grid : Grid, list, optional Collocation grid containing the nodes to evaluate at. If a list, must have the same structure as coil. """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["loss_function"]) + overwrite = { + "loss_function": """ + loss_function : {None, 'mean', 'min', 'max'}, optional + Loss function to apply to the objective values once computed. This loss function + is called on the raw compute value, before any shifting, scaling, or + normalization. Operates over all coils, not each individual coil. + """, + } + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) def __init__( self, @@ -194,6 +198,17 @@ def compute(self, params, constants=None): return data +overwrite_coil_length = _CoilObjective.overwrite.copy() +overwrite_coil_length[ + "target" +] = """ + target : float, ndarray, optional + Target value(s) of the objective. Only used if bounds is None. + Must be broadcastable to Objective.dim_f. If array, it has to + be flattened according to the number of inputs. + """ + + class CoilLength(_CoilObjective): """Coil length. @@ -201,21 +216,15 @@ class CoilLength(_CoilObjective): ---------- coil : CoilSet or Coil Coil(s) that are to be optimized - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If array, it has to - be flattened according to the number of inputs. Defaults to ``target=2*np.pi``. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Operates over all coils, not each individual coil. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(N=2 * coil.N + 5)`` """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + overwrite = overwrite_coil_length.copy() + overwrite["target"] += " Defaults to ``target=2*np.pi``." + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False # Not always a scalar, if a coilset is passed in _units = "(m)" @@ -307,21 +316,14 @@ class CoilCurvature(_CoilObjective): ---------- coil : CoilSet or Coil Coil(s) that are to be optimized - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If array, it has to - be flattened according to the number of inputs. Defaults to ``bounds=(0,1)``. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Operates over all coils, not each individual coil. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(N=2 * coil.N + 5)`` """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + overwrite = overwrite_coil_length + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False _units = "(m^-1)" @@ -408,21 +410,15 @@ class CoilTorsion(_CoilObjective): ---------- coil : CoilSet or Coil Coil(s) that are to be optimized - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If array, it has to - be flattened according to the number of inputs. Defaults to ``target=0``. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Operates over all coils, not each individual coil. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(N=2 * coil.N + 5)`` """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + overwrite = overwrite_coil_length.copy() + overwrite["target"] += " Defaults to ``target=0``." + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False _units = "(m^-1)" @@ -509,21 +505,15 @@ class CoilCurrentLength(CoilLength): ---------- coil : CoilSet or Coil Coil(s) that are to be optimized - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If array, it has to - be flattened according to the number of inputs. Defaults to ``target=0``. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Operates over all coils, not each individual coil. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(N=2 * coil.N + 5)`` """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + overwrite = overwrite_coil_length.copy() + overwrite["target"] += " Defaults to ``target=0``." + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False _units = "(A*m)" @@ -618,14 +608,6 @@ class CoilSetMinDistance(_Objective): ---------- coil : CoilSet Coil(s) that are to be optimized. - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If array, it has to - be flattened according to the number of inputs. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Operates over all coils, not each individial coil. grid : Grid, list, optional Collocation grid used to discretize each coil. Defaults to the default grid for the given coil-type, see ``coils.py`` and ``curve.py`` for more details. @@ -633,7 +615,7 @@ class CoilSetMinDistance(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite_coil_length) _scalar = False _units = "(m)" @@ -758,10 +740,6 @@ class PlasmaCoilSetMinDistance(_Objective): to satisfy the Objective. coil : CoilSet Coil(s) that are to be optimized. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Operates over all coils, not each individial coil. plasma_grid : Grid, optional Collocation grid containing the nodes to evaluate plasma geometry at. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)``. @@ -785,7 +763,8 @@ class PlasmaCoilSetMinDistance(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "loss_function"]) + overwrite = {"loss_function": overwrite_coil_length["loss_function"]} + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False _units = "(m)" @@ -999,7 +978,8 @@ class QuadraticFlux(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["loss_function"]) + overwrite = {"loss_function": ""} + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False _linear = False @@ -1189,7 +1169,15 @@ class ToroidalFlux(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["loss_function"]) + overwrite = { + "loss_function": """ + loss_function : {None, 'mean', 'min', 'max'}, optional + Loss function to apply to the objective values once computed. This function + is called on the raw compute value, before any shifting, scaling, or + normalization. Note: has no effect for this objective. + """ + } + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _coordinates = "rtz" _units = "(Wb)" diff --git a/desc/objectives/_profiles.py b/desc/objectives/_profiles.py index 301829a4f..255555a4a 100644 --- a/desc/objectives/_profiles.py +++ b/desc/objectives/_profiles.py @@ -11,32 +11,39 @@ from .objective_funs import _Objective, collect_docs from .utils import _parse_callable_target_bounds - -class Pressure(_Objective): - """Target pressure profile. - - Parameters - ---------- - eq : Equilibrium - Equilibrium that will be optimized to satisfy the Objective. +profile_overwrite = { + "target": """ target : {float, ndarray, callable}, optional Target value(s) of the objective. Only used if bounds is None. Must be broadcastable to Objective.dim_f. If a callable, should take a single argument `rho` and return the desired value of the profile at those locations. Defaults to ``target=0``. + """, + "bounds": """ bounds : tuple of {float, ndarray, callable}, optional Lower and upper bounds on the objective. Overrides target. Both bounds must be broadcastable to to Objective.dim_f If a callable, each should take a single argument `rho` and return the desired bound (lower or upper) of the profile at those locations. Defaults to ``target=0``. + """, +} + + +class Pressure(_Objective): + """Target pressure profile. + + Parameters + ---------- + eq : Equilibrium + Equilibrium that will be optimized to satisfy the Objective. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid)``. """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + __doc__ = __doc__.rstrip() + collect_docs(overwrite=profile_overwrite) _coordinates = "r" _units = "(Pa)" @@ -157,17 +164,6 @@ class RotationalTransform(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray, callable}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If a callable, should take a - single argument `rho` and return the desired value of the profile at those - locations. Defaults to ``target=0``. - bounds : tuple of {float, ndarray, callable}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f - If a callable, each should take a single argument `rho` and return the - desired bound (lower or upper) of the profile at those locations. - Defaults to ``target=0``. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid, M=eq.M_grid, N=eq.N_grid)``. Note that @@ -176,7 +172,7 @@ class RotationalTransform(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + __doc__ = __doc__.rstrip() + collect_docs(overwrite=profile_overwrite) _coordinates = "r" _units = "(dimensionless)" @@ -310,17 +306,6 @@ class Shear(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray, callable}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If a callable, should take a - single argument `rho` and return the desired value of the profile at those - locations. Defaults to ``target=0``. - bounds : tuple of {float, ndarray, callable}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f - If a callable, each should take a single argument `rho` and return the - desired bound (lower or upper) of the profile at those locations. - Defaults to ``target=0``. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid, M=eq.M_grid, N=eq.N_grid)``. Note that @@ -329,7 +314,7 @@ class Shear(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + __doc__ = __doc__.rstrip() + collect_docs(overwrite=profile_overwrite) _coordinates = "r" _units = "(dimensionless)" @@ -459,17 +444,6 @@ class ToroidalCurrent(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray, callable}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If a callable, should take a - single argument `rho` and return the desired value of the profile at those - locations. Defaults to ``target=0``. - bounds : tuple of {float, ndarray, callable}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f - If a callable, each should take a single argument `rho` and return the - desired bound (lower or upper) of the profile at those locations. - Defaults to ``target=0``. grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid, M=eq.M_grid, N=eq.N_grid)``. Note that @@ -478,7 +452,7 @@ class ToroidalCurrent(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + __doc__ = __doc__.rstrip() + collect_docs(overwrite=profile_overwrite) _coordinates = "r" _units = "(A)" diff --git a/desc/objectives/_stability.py b/desc/objectives/_stability.py index 32921278e..d61133bdf 100644 --- a/desc/objectives/_stability.py +++ b/desc/objectives/_stability.py @@ -11,6 +11,24 @@ from .objective_funs import _Objective, collect_docs from .utils import _parse_callable_target_bounds +overwrite_stability = { + "target": """ + target : {float, ndarray, callable}, optional + Target value(s) of the objective. Only used if bounds is None. + Must be broadcastable to Objective.dim_f. If a callable, should take a + single argument `rho` and return the desired value of the profile at those + locations. Defaults to ``bounds=(0, np.inf)`` + """, + "bounds": """ + bounds : tuple of {float, ndarray, callable}, optional + Lower and upper bounds on the objective. Overrides target. + Both bounds must be broadcastable to to Objective.dim_f + If a callable, each should take a single argument `rho` and return the + desired bound (lower or upper) of the profile at those locations. + Defaults to ``bounds=(0, np.inf)`` + """, +} + class MercierStability(_Objective): """The Mercier criterion is a fast proxy for MHD stability. @@ -27,17 +45,6 @@ class MercierStability(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray, callable}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If a callable, should take a - single argument `rho` and return the desired value of the profile at those - locations. Defaults to ``bounds=(0, np.inf)`` - bounds : tuple of {float, ndarray, callable}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f - If a callable, each should take a single argument `rho` and return the - desired bound (lower or upper) of the profile at those locations. - Defaults to ``bounds=(0, np.inf)`` grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid, M=eq.M_grid, N=eq.N_grid)``. Note that @@ -46,7 +53,7 @@ class MercierStability(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite_stability) _coordinates = "r" _units = "(Wb^-2)" @@ -190,17 +197,6 @@ class MagneticWell(_Objective): ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray, callable}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If a callable, should take a - single argument `rho` and return the desired value of the profile at those - locations. Defaults to ``bounds=(0, np.inf)`` - bounds : tuple of {float, ndarray, callable}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f - If a callable, each should take a single argument `rho` and return the - desired bound (lower or upper) of the profile at those locations. - Defaults to ``bounds=(0, np.inf)`` grid : Grid, optional Collocation grid containing the nodes to evaluate at. Defaults to ``LinearGrid(L=eq.L_grid, M=eq.M_grid, N=eq.N_grid)``. Note that @@ -209,7 +205,7 @@ class MagneticWell(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(exclude=["target", "bounds"]) + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite_stability) _coordinates = "r" _units = "(dimensionless)" diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index fc7c73316..3ba84c6d3 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -73,15 +73,16 @@ } -def collect_docs(exclude=None): +def collect_docs(overwrite=None): """Collect default parameters for the docstring of Objective. Parameters ---------- - exclude : list, optional - List of strings to exclude from the docstring. If None, all default parameters - are included. Use this argument if you want to specify a special docstring for - a specific parameter in your objective definition. + overwrite : dict, optional + Dict of strings to overwrite from the _Objective's docstring. If None, + all default parameters are included as they are. Use this argument if + you want to specify a special docstring for a specific parameter in + your objective definition. Returns ------- @@ -91,9 +92,10 @@ def collect_docs(exclude=None): """ doc_params = "" for key in docs.keys(): - if exclude is not None and key in exclude: - continue - doc_params += docs[key].rstrip() + if overwrite is not None and key in overwrite.keys(): + doc_params += overwrite[key].rstrip() + else: + doc_params += docs[key].rstrip() return doc_params From 005d6ab83c472840a982a22df1e5ab931df5f279 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Wed, 25 Sep 2024 15:51:44 -0400 Subject: [PATCH 14/68] fix coil docs --- desc/objectives/_coils.py | 29 ++++++++++++++++------------- 1 file changed, 16 insertions(+), 13 deletions(-) diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index 51adcbf85..1c74c90fa 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -38,9 +38,10 @@ class _CoilObjective(_Objective): overwrite = { "loss_function": """ loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. Operates over all coils, not each individual coil. + Loss function to apply to the objective values once computed. This loss + function is called on the raw compute value, before any shifting, + scaling, or normalization. Operates over all coils, not each individual + coil. """, } __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) @@ -205,8 +206,7 @@ def compute(self, params, constants=None): target : float, ndarray, optional Target value(s) of the objective. Only used if bounds is None. Must be broadcastable to Objective.dim_f. If array, it has to - be flattened according to the number of inputs. - """ + be flattened according to the number of inputs. """ class CoilLength(_CoilObjective): @@ -223,7 +223,7 @@ class CoilLength(_CoilObjective): """ overwrite = overwrite_coil_length.copy() - overwrite["target"] += " Defaults to ``target=2*np.pi``." + overwrite["target"] += " Defaults to ``target=2*np.pi``.\n" __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False # Not always a scalar, if a coilset is passed in @@ -323,6 +323,7 @@ class CoilCurvature(_CoilObjective): """ overwrite = overwrite_coil_length + overwrite["target"] += "\n" __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False @@ -417,7 +418,7 @@ class CoilTorsion(_CoilObjective): """ overwrite = overwrite_coil_length.copy() - overwrite["target"] += " Defaults to ``target=0``." + overwrite["target"] += "Defaults to ``target=0``.\n" __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False @@ -512,7 +513,7 @@ class CoilCurrentLength(CoilLength): """ overwrite = overwrite_coil_length.copy() - overwrite["target"] += " Defaults to ``target=0``." + overwrite["target"] += "Defaults to ``target=0``.\n" __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False @@ -615,7 +616,9 @@ class CoilSetMinDistance(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite_coil_length) + overwrite = overwrite_coil_length.copy() + overwrite["target"] += "\n" + __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False _units = "(m)" @@ -1171,10 +1174,10 @@ class ToroidalFlux(_Objective): overwrite = { "loss_function": """ - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This function - is called on the raw compute value, before any shifting, scaling, or - normalization. Note: has no effect for this objective. + loss_function : {None, 'mean', 'min', 'max'}, optional + Loss function to apply to the objective values once computed. This function + is called on the raw compute value, before any shifting, scaling, or + normalization. Note: has no effect for this objective. """ } __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) From 1296e12ddf897dcc89082ef608c0ee9c967b87cf Mon Sep 17 00:00:00 2001 From: daniel-dudt Date: Wed, 25 Sep 2024 15:59:52 -0400 Subject: [PATCH 15/68] fix bug in FixOmniBmax constraint --- desc/objectives/linear_objectives.py | 2 +- tests/test_linear_objectives.py | 21 +++++++++++++++++++++ 2 files changed, 22 insertions(+), 1 deletion(-) diff --git a/desc/objectives/linear_objectives.py b/desc/objectives/linear_objectives.py index 6ef14660c..6f302f2df 100644 --- a/desc/objectives/linear_objectives.py +++ b/desc/objectives/linear_objectives.py @@ -3065,7 +3065,7 @@ def build(self, use_jit=True, verbose=1): np.logical_and((basis.modes[:, 1] % 2 == 0), basis.modes[:, 1] > 0), ) )[0] - mm = basis.modes[idx_m, 2] + mm = basis.modes[idx_m, 1] self._A[i, idx_0] = 1 self._A[i, idx_m] = (mm % 2 - 1) * (mm % 4 - 1) diff --git a/tests/test_linear_objectives.py b/tests/test_linear_objectives.py index ada80267d..117f4996e 100644 --- a/tests/test_linear_objectives.py +++ b/tests/test_linear_objectives.py @@ -36,6 +36,7 @@ FixNearAxisLambda, FixNearAxisR, FixNearAxisZ, + FixOmniBmax, FixOmniMap, FixOmniWell, FixParameters, @@ -915,6 +916,26 @@ def test_fix_omni_indices(): assert constraint.dim_f == indices.size +@pytest.mark.unit +def test_fix_omni_Bmax(): + """Test that omnigenity parameters are constrained for B_max to be a straight line. + + Test for GH issue #1266. + """ + + def _test(M_x, N_x, NFP, sum): + field = OmnigenousField(L_x=2, M_x=M_x, N_x=N_x, NFP=NFP, helicity=(1, NFP)) + constraint = FixOmniBmax(field=field) + constraint.build() + assert constraint.dim_f == (2 * field.N_x + 1) * (field.L_x + 1) + # 0 - 2 + 4 - 6 + 8 ... + np.testing.assert_allclose(constraint._A @ field.x_basis.modes[:, 1], sum) + + _test(M_x=6, N_x=3, NFP=1, sum=-4) + _test(M_x=9, N_x=5, NFP=2, sum=4) + _test(M_x=12, N_x=5, NFP=3, sum=6) + + @pytest.mark.unit def test_fix_parameters_input_order(DummyStellarator): """Test that FixParameters preserves the input indices and target ordering.""" From af1880c123664823c279bec95d78c8899a48eecf Mon Sep 17 00:00:00 2001 From: daniel-dudt Date: Wed, 25 Sep 2024 16:03:09 -0400 Subject: [PATCH 16/68] change test resolution --- tests/test_linear_objectives.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_linear_objectives.py b/tests/test_linear_objectives.py index 117f4996e..982e98d5d 100644 --- a/tests/test_linear_objectives.py +++ b/tests/test_linear_objectives.py @@ -932,7 +932,7 @@ def _test(M_x, N_x, NFP, sum): np.testing.assert_allclose(constraint._A @ field.x_basis.modes[:, 1], sum) _test(M_x=6, N_x=3, NFP=1, sum=-4) - _test(M_x=9, N_x=5, NFP=2, sum=4) + _test(M_x=9, N_x=4, NFP=2, sum=4) _test(M_x=12, N_x=5, NFP=3, sum=6) From 6da22914ea67a3def413d1c66371740c511808c1 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Wed, 25 Sep 2024 16:09:14 -0400 Subject: [PATCH 17/68] fix more coil doc issues --- desc/objectives/_coils.py | 22 ++++++++++++---------- 1 file changed, 12 insertions(+), 10 deletions(-) diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index 1c74c90fa..3b5c607f1 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -37,11 +37,11 @@ class _CoilObjective(_Objective): overwrite = { "loss_function": """ - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss - function is called on the raw compute value, before any shifting, - scaling, or normalization. Operates over all coils, not each individual - coil. + loss_function : {None, 'mean', 'min', 'max'}, optional + Loss function to apply to the objective values once computed. This loss + function is called on the raw compute value, before any shifting, + scaling, or normalization. Operates over all coils, not each individual + coil. """, } __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) @@ -223,7 +223,9 @@ class CoilLength(_CoilObjective): """ overwrite = overwrite_coil_length.copy() - overwrite["target"] += " Defaults to ``target=2*np.pi``.\n" + overwrite["target"] = ( + overwrite["target"].rstrip() + " Defaults to ``target=2*np.pi``.\n" + ) __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False # Not always a scalar, if a coilset is passed in @@ -323,7 +325,7 @@ class CoilCurvature(_CoilObjective): """ overwrite = overwrite_coil_length - overwrite["target"] += "\n" + overwrite["target"] = overwrite["target"].rstrip() + "\n" __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False @@ -418,7 +420,7 @@ class CoilTorsion(_CoilObjective): """ overwrite = overwrite_coil_length.copy() - overwrite["target"] += "Defaults to ``target=0``.\n" + overwrite["target"] = overwrite["target"].rstrip() + " Defaults to ``target=0``.\n" __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False @@ -513,7 +515,7 @@ class CoilCurrentLength(CoilLength): """ overwrite = overwrite_coil_length.copy() - overwrite["target"] += "Defaults to ``target=0``.\n" + overwrite["target"] = overwrite["target"].rstrip() + " Defaults to ``target=0``.\n" __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False @@ -617,7 +619,7 @@ class CoilSetMinDistance(_Objective): """ overwrite = overwrite_coil_length.copy() - overwrite["target"] += "\n" + overwrite["target"] = overwrite["target"].rstrip() + "\n" __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False From 3823559d82583900d7e2bb0046c2debc2a185ba7 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Wed, 25 Sep 2024 16:33:05 -0400 Subject: [PATCH 18/68] remove forgotton loss_function doc from toroidal flux objective --- desc/objectives/_coils.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index 3b5c607f1..2925089c0 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -1158,10 +1158,6 @@ class ToroidalFlux(_Objective): field : MagneticField MagneticField object, the parameters of this will be optimized to minimize the objective. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This function - is called on the raw compute value, before any shifting, scaling, or - normalization. Note: has no effect for this objective field_grid : Grid, optional Grid containing the nodes to evaluate field source at on the winding surface. (used if e.g. field is a CoilSet or From 4af913871804797ad41e1af4377af7ad358e0326 Mon Sep 17 00:00:00 2001 From: Philipp Jurasic Date: Thu, 26 Sep 2024 17:05:20 +0200 Subject: [PATCH 19/68] Fix legends appearing on fig instead of ax --- desc/plotting.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/desc/plotting.py b/desc/plotting.py index b3c8fdeb1..e7ba10b5d 100644 --- a/desc/plotting.py +++ b/desc/plotting.py @@ -2016,7 +2016,7 @@ def plot_boundary(eq, phi=None, plot_axis=True, ax=None, return_data=False, **kw ax.set_ylabel(_AXIS_LABELS_RPZ[2], fontsize=ylabel_fontsize) ax.tick_params(labelbottom=True, labelleft=True) - fig.legend(**legend_kw) + ax.legend(**legend_kw) _set_tight_layout(fig) plot_data = {} @@ -2190,7 +2190,7 @@ def plot_boundaries( ax.tick_params(labelbottom=True, labelleft=True) if any(labels) and kwargs.pop("legend", True): - fig.legend(**kwargs.pop("legend_kw", {})) + ax.legend(**kwargs.pop("legend_kw", {})) _set_tight_layout(fig) assert ( @@ -2706,7 +2706,7 @@ def plot_boozer_modes( # noqa: C901 ax.set_ylabel(ylabel, fontsize=ylabel_fontsize) if kwargs.pop("legend", True): - fig.legend(**kwargs.pop("legend_kw", {"loc": "lower right"})) + ax.legend(**kwargs.pop("legend_kw", {"loc": "lower right"})) assert ( len(kwargs) == 0 @@ -3119,7 +3119,7 @@ def plot_qs_error( # noqa: 16 fxn too complex ax.set_ylabel(ylabel, fontsize=ylabel_fontsize) if kwargs.pop("legend", True): - fig.legend(**kwargs.pop("legend_kw", {"loc": "center right"})) + ax.legend(**kwargs.pop("legend_kw", {"loc": "center right"})) assert ( len(kwargs) == 0 From b04b703a39235e80bc00878b4cc4bfe0228b8568 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Fri, 27 Sep 2024 11:44:08 -0400 Subject: [PATCH 20/68] add jac_chunk_size to collect_docs: --- desc/objectives/objective_funs.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 62164a1af..9eba5f503 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -73,6 +73,19 @@ name : str, optional Name of the objective. """ +doc_jac_chunk_size = """ + jac_chunk_size : int or "auto", optional + Will calculate the Jacobian + ``jac_chunk_size`` columns at a time, instead of all at once. + The memory usage of the Jacobian calculation is roughly + ``memory usage = m0 + m1*jac_chunk_size``: the smaller the chunk size, + the less memory the Jacobian calculation will require (with some baseline + memory usage). The time it takes to compute the Jacobian is roughly + ``t= t0 + t1/jac_chunk_size` so the larger the ``jac_chunk_size``, the faster + the calculation takes, at the cost of requiring more memory. + If None, it will use the largest size i.e ``obj.dim_x``. + Defaults to ``chunk_size=None``. +""" docs = { "target": doc_target, "bounds": doc_bounds, @@ -82,6 +95,7 @@ "loss_function": doc_loss_function, "deriv_mode": doc_deriv_mode, "name": doc_name, + "jac_chunk_size": doc_jac_chunk_size, } From 1c134525c145fe7ede5b3995d15cc7628acd5ef6 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Fri, 27 Sep 2024 18:41:14 -0400 Subject: [PATCH 21/68] Add jacfwd_chunked and jacrev_chunked --- desc/batching.py | 406 +++++++++++++++++++++++++++++++++++++- desc/derivatives.py | 14 +- tests/test_derivatives.py | 12 +- 3 files changed, 423 insertions(+), 9 deletions(-) diff --git a/desc/batching.py b/desc/batching.py index 7b2a18f7b..c215ad55d 100644 --- a/desc/batching.py +++ b/desc/batching.py @@ -1,7 +1,30 @@ """Utility functions for the ``batched_vectorize`` function.""" import functools -from typing import Callable, Optional +from functools import partial +from typing import Any, Callable, Optional, Sequence + +import numpy as np +from jax._src import core, dispatch, dtypes +from jax._src.api_util import ( + _ensure_index, + argnums_partial, + check_callable, + flatten_fun_nokwargs, + flatten_fun_nokwargs2, + shaped_abstractify, +) +from jax._src.interpreters import ad +from jax._src.lax import lax as lax_internal +from jax._src.tree_util import ( + Partial, + tree_flatten, + tree_map, + tree_structure, + tree_transpose, + tree_unflatten, +) +from jax._src.util import safe_map, wraps from desc.backend import jax, jnp @@ -17,6 +40,8 @@ _parse_input_dimensions, ) +_dtype = partial(dtypes.dtype, canonicalize=True) + # The following section of this code is derived from the NetKet project # https://github.com/netket/netket/blob/9881c9fb217a2ac4dc9274a054bf6e6a2993c519/ # netket/jax/_chunk_utils.py @@ -320,3 +345,382 @@ def wrapped(*args, **kwargs): return jnp.expand_dims(result, axis=dims_to_expand) return wrapped + + +# The following section of this code is derived from JAX +# https://github.com/jax-ml/jax/blob/ff0a98a2aef958df156ca149809cf532efbbcaf4/ +# jax/_src/api.py +# +# The original copyright notice is as follows +# Copyright 2018 The JAX Authors. +# Licensed under the Apache License, Version 2.0 (the "License"); + + +def jacfwd_chunked( + fun: Callable, + argnums: int | Sequence[int] = 0, + has_aux: bool = False, + *, + chunk_size=None, +) -> Callable: + """Jacobian of ``fun`` evaluated column-by-column using forward-mode AD. + + Parameters + ---------- + fun: callable + Function whose Jacobian is to be computed. + argnums: Optional, integer or sequence of integers. + Specifies which positional argument(s) to differentiate with respect to + (default ``0``). + has_aux: Optional, bool. + Indicates whether ``fun`` returns a pair where the first element is considered + the output of the mathematical function to be differentiated and the second + element is auxiliary data. Default False. + chunk_size: int + The size of the batches to pass to vmap. If None, defaults to the largest + possible chunk_size. + + Returns + ------- + jac: callable + A function with the same arguments as ``fun``, that evaluates the Jacobian of + ``fun`` using forward-mode automatic differentiation. If ``has_aux`` is True + then a pair of (jacobian, auxiliary_data) is returned. + + """ + check_callable(fun) + argnums = _ensure_index(argnums) + + docstr = ( + "Jacobian of {fun} with respect to positional argument(s) " + "{argnums}. Takes the same arguments as {fun} but returns the " + "jacobian of the output with respect to the arguments at " + "positions {argnums}." + ) + + @wraps(fun, docstr=docstr, argnums=argnums) + def jacfun(*args, **kwargs): + f = lu.wrap_init(fun, kwargs) + f_partial, dyn_args = argnums_partial( + f, argnums, args, require_static_args_hashable=False + ) + tree_map(_check_input_dtype_jacfwd, dyn_args) + if not has_aux: + pushfwd: Callable = partial(_jvp, f_partial, dyn_args) + y, jac = vmap_chunked(pushfwd, chunk_size=chunk_size)(_std_basis(dyn_args)) + y = tree_map(lambda x: x[0], y) + jac = tree_map(lambda x: jnp.moveaxis(x, 0, -1), jac) + else: + pushfwd: Callable = partial(_jvp, f_partial, dyn_args, has_aux=True) + y, jac, aux = vmap_chunked(pushfwd, chunk_size=chunk_size)( + _std_basis(dyn_args) + ) + y = tree_map(lambda x: x[0], y) + jac = tree_map(lambda x: jnp.moveaxis(x, 0, -1), jac) + aux = tree_map(lambda x: x[0], aux) + + example_args = dyn_args[0] if isinstance(argnums, int) else dyn_args + jac_tree = tree_map(partial(_jacfwd_unravel, example_args), y, jac) + if not has_aux: + return jac_tree + else: + return jac_tree, aux + + return jacfun + + +def jacrev_chunked( + fun: Callable, + argnums: int | Sequence[int] = 0, + has_aux: bool = False, + *, + chunk_size=None, +) -> Callable: + """Jacobian of ``fun`` evaluated row-by-row using reverse-mode AD. + + Parameters + ---------- + fun: callable + Function whose Jacobian is to be computed. + argnums: Optional, integer or sequence of integers. + Specifies which positional argument(s) to differentiate with respect to + (default ``0``). + has_aux: Optional, bool. + Indicates whether ``fun`` returns a pair where the first element is considered + the output of the mathematical function to be differentiated and the second + element is auxiliary data. Default False. + chunk_size: int + The size of the batches to pass to vmap. If None, defaults to the largest + possible chunk_size. + + Returns + ------- + jac: callable + A function with the same arguments as ``fun``, that evaluates the Jacobian of + ``fun`` using reverse-mode automatic differentiation. If ``has_aux`` is True + then a pair of (jacobian, auxiliary_data) is returned. + + """ + check_callable(fun) + + docstr = ( + "Jacobian of {fun} with respect to positional argument(s) " + "{argnums}. Takes the same arguments as {fun} but returns the " + "jacobian of the output with respect to the arguments at " + "positions {argnums}." + ) + + @wraps(fun, docstr=docstr, argnums=argnums) + def jacfun(*args, **kwargs): + f = lu.wrap_init(fun, kwargs) + f_partial, dyn_args = argnums_partial( + f, argnums, args, require_static_args_hashable=False + ) + tree_map(_check_input_dtype_jacrev, dyn_args) + if not has_aux: + y, pullback = _vjp(f_partial, *dyn_args) + else: + y, pullback, aux = _vjp(f_partial, *dyn_args, has_aux=True) + tree_map(_check_output_dtype_jacrev, y) + jac = vmap_chunked(pullback, chunk_size=chunk_size)(_std_basis(y)) + jac = jac[0] if isinstance(argnums, int) else jac + example_args = dyn_args[0] if isinstance(argnums, int) else dyn_args + jac_tree = tree_map(partial(_jacrev_unravel, y), example_args, jac) + jac_tree = tree_transpose( + tree_structure(example_args), tree_structure(y), jac_tree + ) + if not has_aux: + return jac_tree + else: + return jac_tree, aux + + return jacfun + + +def _check_input_dtype_jacrev(x): + dispatch.check_arg(x) + aval = core.get_aval(x) + if ( + dtypes.issubdtype(aval.dtype, dtypes.extended) + or dtypes.issubdtype(aval.dtype, np.integer) + or dtypes.issubdtype(aval.dtype, np.bool_) + ): + raise TypeError( + f"jacrev_chunked requires real- or complex-valued inputs (input dtype " + f"that is a sub-dtype of np.inexact), but got {aval.dtype.name}. " + "If you want to use Boolean- or integer-valued inputs, use vjp " + "or set allow_int to True." + ) + elif not dtypes.issubdtype(aval.dtype, np.inexact): + raise TypeError( + f"jacrev_chunked requires numerical-valued inputs (input dtype that is a " + f"sub-dtype of np.bool_ or np.number), but got {aval.dtype.name}." + ) + + +def _check_output_dtype_jacrev(x): + aval = core.get_aval(x) + if dtypes.issubdtype(aval.dtype, dtypes.extended): + raise TypeError(f"jacrev_chunked with output element type {aval.dtype.name}") + elif dtypes.issubdtype(aval.dtype, np.complexfloating): + raise TypeError( + f"jacrev_chunked requires real-valued outputs (output dtype that is " + f"a sub-dtype of np.floating), but got {aval.dtype.name}. " + "For holomorphic differentiation, pass holomorphic=True. " + "For differentiation of non-holomorphic functions involving complex " + "outputs, use jax.vjp directly." + ) + elif not dtypes.issubdtype(aval.dtype, np.floating): + raise TypeError( + f"jacrev_chunked requires real-valued outputs (output dtype that is " + f"a sub-dtype of np.floating), but got {aval.dtype.name}. " + "For differentiation of functions with integer outputs, use " + "jax.vjp directly." + ) + + +def _check_input_dtype_jacfwd(x: Any) -> None: + dispatch.check_arg(x) + aval = core.get_aval(x) + if dtypes.issubdtype(aval.dtype, dtypes.extended): + raise TypeError(f"jacfwd with input element type {aval.dtype.name}") + elif not dtypes.issubdtype(aval.dtype, np.floating): + raise TypeError( + "jacfwd requires real-valued inputs (input dtype that is " + f"a sub-dtype of np.floating), but got {aval.dtype.name}. " + "For holomorphic differentiation, pass holomorphic=True. " + "For differentiation of non-holomorphic functions involving " + "complex inputs or integer inputs, use jax.jvp directly." + ) + + +def _jacfwd_unravel(input_pytree, output_pytree_leaf, arr): + return _unravel_array_into_pytree(input_pytree, -1, output_pytree_leaf, arr) + + +def _jacrev_unravel(output_pytree, input_pytree_leaf, arr): + return _unravel_array_into_pytree(output_pytree, 0, input_pytree_leaf, arr) + + +def _possible_downcast(x, example): + if dtypes.issubdtype(x.dtype, np.complexfloating) and not dtypes.issubdtype( + _dtype(example), np.complexfloating + ): + x = x.real + dtype = None if example is None else _dtype(example) + weak_type = None if example is None else dtypes.is_weakly_typed(example) + return lax_internal._convert_element_type(x, dtype, weak_type) + + +def _std_basis(pytree): + leaves, _ = tree_flatten(pytree) + ndim = sum(safe_map(np.size, leaves)) + dtype = dtypes.result_type(*leaves) + flat_basis = jnp.eye(ndim, dtype=dtype) + return _unravel_array_into_pytree(pytree, 1, None, flat_basis) + + +def _unravel_array_into_pytree(pytree, axis, example, arr): + """Unravel an array into a PyTree with a given structure. + + Parameters + ---------- + pytree: The pytree that provides the structure. + axis: The parameter axis is either -1, 0, or 1. It controls the + resulting shapes. + example: If specified, cast the components to the matching dtype/weak_type, + or else use the pytree leaf type if example is None. + arr: The array to be unraveled. + """ + leaves, treedef = tree_flatten(pytree) + axis = axis % arr.ndim + shapes = [arr.shape[:axis] + np.shape(l) + arr.shape[axis + 1 :] for l in leaves] + parts = _split(arr, np.cumsum(safe_map(np.size, leaves[:-1])), axis) + reshaped_parts = [ + _possible_downcast(np.reshape(x, shape), leaf if example is None else example) + for x, shape, leaf in zip(parts, shapes, leaves) + ] + return tree_unflatten(treedef, reshaped_parts) + + +def _split(x, indices, axis): + if isinstance(x, np.ndarray): + return np.split(x, indices, axis) + else: + return x._split(indices, axis) + + +def _jvp(fun: lu.WrappedFun, primals, tangents, has_aux=False): + """Variant of jvp() that takes an lu.WrappedFun.""" + if not isinstance(primals, (tuple, list)) or not isinstance( + tangents, (tuple, list) + ): + raise TypeError( + "primal and tangent arguments to jax.jvp must be tuples or lists; " + f"found {type(primals).__name__} and {type(tangents).__name__}." + ) + + ps_flat, tree_def = tree_flatten(primals) + ts_flat, tree_def_2 = tree_flatten(tangents) + if tree_def != tree_def_2: + raise TypeError( + "primal and tangent arguments to jax.jvp must have the same tree " + f"structure; primals have tree structure {tree_def} whereas tangents have " + f"tree structure {tree_def_2}." + ) + for p, t in zip(ps_flat, ts_flat): + if core.primal_dtype_to_tangent_dtype(_dtype(p)) != _dtype(t): + raise TypeError( + "primal and tangent arguments to jax.jvp do not match; " + "dtypes must be equal, or in case of int/bool primal dtype " + "the tangent dtype must be float0." + f"Got primal dtype {_dtype(p)} and so expected tangent dtype " + f"{core.primal_dtype_to_tangent_dtype(_dtype(p))}, but got " + f"tangent dtype {_dtype(t)} instead." + ) + if np.shape(p) != np.shape(t): + raise ValueError( + "jvp called with different primal and tangent shapes;" + f"Got primal shape {np.shape(p)} and tangent shape as {np.shape(t)}" + ) + + if not has_aux: + flat_fun, out_tree = flatten_fun_nokwargs(fun, tree_def) + out_primals, out_tangents = ad.jvp(flat_fun).call_wrapped(ps_flat, ts_flat) + out_tree = out_tree() + return ( + tree_unflatten(out_tree, out_primals), + tree_unflatten(out_tree, out_tangents), + ) + else: + flat_fun, out_aux_trees = flatten_fun_nokwargs2(fun, tree_def) + jvp_fun, aux = ad.jvp(flat_fun, has_aux=True) + out_primals, out_tangents = jvp_fun.call_wrapped(ps_flat, ts_flat) + out_tree, aux_tree = out_aux_trees() + return ( + tree_unflatten(out_tree, out_primals), + tree_unflatten(out_tree, out_tangents), + tree_unflatten(aux_tree, aux()), + ) + + +def _vjp(fun: lu.WrappedFun, *primals, has_aux=False): + """Variant of vjp() that takes an lu.WrappedFun.""" + primals_flat, in_tree = tree_flatten(primals) + for arg in primals_flat: + dispatch.check_arg(arg) + if not has_aux: + flat_fun, out_tree = flatten_fun_nokwargs(fun, in_tree) + out_primals, vjp = ad.vjp(flat_fun, primals_flat) + out_tree = out_tree() + else: + flat_fun, out_aux_trees = flatten_fun_nokwargs2(fun, in_tree) + out_primals, vjp, aux = ad.vjp(flat_fun, primals_flat, has_aux=True) + out_tree, aux_tree = out_aux_trees() + out_primal_avals = map(shaped_abstractify, out_primals) + out_primal_py = tree_unflatten(out_tree, out_primals) + vjp_py = Partial( + partial( + _vjp_pullback_wrapper, fun.__name__, out_primal_avals, (out_tree, in_tree) + ), + vjp, + ) + if not has_aux: + return out_primal_py, vjp_py + else: + return out_primal_py, vjp_py, tree_unflatten(aux_tree, aux) + + +def _vjp_pullback_wrapper(name, out_primal_avals, io_tree, fun, *py_args_): + (py_args,) = py_args_ + in_tree_expected, out_tree = io_tree + args, in_tree = tree_flatten(py_args) + if in_tree != in_tree_expected: + raise ValueError( + f"unexpected tree structure of argument to vjp function: " + f"got {in_tree}, but expected to match {in_tree_expected}" + ) + for arg, aval in zip(args, out_primal_avals): + ct_aval = shaped_abstractify(arg) + try: + ct_aval_expected = aval.to_tangent_type() + except AttributeError: + # https://github.com/jax-ml/jax/commit/018189491bde26fe9c7ade1213c5cbbad8bca1c6 + ct_aval_expected = aval.at_least_vspace() + if not core.typecompat( + ct_aval, ct_aval_expected + ) and not _temporary_dtype_exception(ct_aval, ct_aval_expected): + raise ValueError( + "unexpected JAX type (e.g. shape/dtype) for argument to vjp function: " + f"got {ct_aval.str_short()}, but expected " + f"{ct_aval_expected.str_short()} because the corresponding output " + f"of the function {name} had JAX type {aval.str_short()}" + ) + ans = fun(*args) + return tree_unflatten(out_tree, ans) + + +def _temporary_dtype_exception(a, a_) -> bool: + if isinstance(a, core.ShapedArray) and isinstance(a_, core.ShapedArray): + return a.shape == a_.shape and a_.dtype == dtypes.float0 + return False diff --git a/desc/derivatives.py b/desc/derivatives.py index 684ea37d4..367dc1d63 100644 --- a/desc/derivatives.py +++ b/desc/derivatives.py @@ -10,6 +10,8 @@ if use_jax: import jax + from desc.batching import jacfwd_chunked, jacrev_chunked + class _Derivative(ABC): """_Derivative is an abstract base class for derivative matrix calculations. @@ -123,11 +125,11 @@ class AutoDiffDerivative(_Derivative): """ - def __init__(self, fun, argnum=0, mode="fwd", **kwargs): + def __init__(self, fun, argnum=0, mode="fwd", chunk_size=None, **kwargs): self._fun = fun self._argnum = argnum - + self._chunk_size = chunk_size self._set_mode(mode) def compute(self, *args, **kwargs): @@ -323,9 +325,13 @@ def _set_mode(self, mode) -> None: self._mode = mode if self._mode == "fwd": - self._compute = jax.jacfwd(self._fun, self._argnum) + self._compute = jacfwd_chunked( + self._fun, self._argnum, chunk_size=self._chunk_size + ) elif self._mode == "rev": - self._compute = jax.jacrev(self._fun, self._argnum) + self._compute = jacrev_chunked( + self._fun, self._argnum, chunk_size=self._chunk_size + ) elif self._mode == "grad": self._compute = jax.grad(self._fun, self._argnum) elif self._mode == "hess": diff --git a/tests/test_derivatives.py b/tests/test_derivatives.py index 29c2f909d..e5f50eee5 100644 --- a/tests/test_derivatives.py +++ b/tests/test_derivatives.py @@ -77,13 +77,17 @@ def test_fun(x, y, a): y = np.array([60, 1, 100, 0.02]) a = -2 - jac_AD = AutoDiffDerivative(test_fun, argnum=0) - J_AD = jac_AD.compute(x, y, a) + jacf_AD = AutoDiffDerivative(test_fun, argnum=0, mode="fwd") + Jf_AD = jacf_AD.compute(x, y, a) + jacr_AD = AutoDiffDerivative(test_fun, argnum=0, mode="rev") + Jr_AD = jacr_AD.compute(x, y, a) - jac_FD = AutoDiffDerivative(test_fun, argnum=0) + jac_FD = FiniteDiffDerivative(test_fun, argnum=0) J_FD = jac_FD.compute(x, y, a) - np.testing.assert_allclose(J_FD, J_AD, atol=1e-8) + np.testing.assert_allclose(Jf_AD, Jr_AD, atol=1e-8) + np.testing.assert_allclose(J_FD, Jf_AD, rtol=1e-2) + np.testing.assert_allclose(J_FD, Jr_AD, rtol=1e-2) @pytest.mark.unit def test_fd_hessian(self): From 1e0d099463e468e45fb7064793aa91a6f56b69ba Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Fri, 27 Sep 2024 18:42:05 -0400 Subject: [PATCH 22/68] Pass chunk size to _Objective jacobians --- desc/objectives/objective_funs.py | 27 ++++++++++++++++++--------- 1 file changed, 18 insertions(+), 9 deletions(-) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 9a540d0b5..47368b6e6 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -1167,25 +1167,34 @@ def hess(self, *args, **kwargs): def jac_scaled(self, *args, **kwargs): """Compute Jacobian matrix of self.compute_scaled wrt x.""" argnums = tuple(range(len(self.things))) - return Derivative(self.compute_scaled, argnums, mode=self._deriv_mode)( - *args, **kwargs - ) + return Derivative( + self.compute_scaled, + argnums, + mode=self._deriv_mode, + chunk_size=self._jac_chunk_size, + )(*args, **kwargs) @jit def jac_scaled_error(self, *args, **kwargs): """Compute Jacobian matrix of self.compute_scaled_error wrt x.""" argnums = tuple(range(len(self.things))) - return Derivative(self.compute_scaled_error, argnums, mode=self._deriv_mode)( - *args, **kwargs - ) + return Derivative( + self.compute_scaled_error, + argnums, + mode=self._deriv_mode, + chunk_size=self._jac_chunk_size, + )(*args, **kwargs) @jit def jac_unscaled(self, *args, **kwargs): """Compute Jacobian matrix of self.compute_unscaled wrt x.""" argnums = tuple(range(len(self.things))) - return Derivative(self.compute_unscaled, argnums, mode=self._deriv_mode)( - *args, **kwargs - ) + return Derivative( + self.compute_unscaled, + argnums, + mode=self._deriv_mode, + chunk_size=self._jac_chunk_size, + )(*args, **kwargs) def _jvp(self, v, x, constants=None, op="compute_scaled"): v = v if isinstance(v, (tuple, list)) else (v,) From 8c7805a1ac511787770bc29330212e68d929f6c7 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Fri, 27 Sep 2024 18:42:59 -0400 Subject: [PATCH 23/68] Allow _Objective.jvp to work with reverse mode objectives --- desc/objectives/objective_funs.py | 31 +++++++++++++++++--------- tests/test_objective_funs.py | 37 +++++++++++++++++++++++++++++++ 2 files changed, 58 insertions(+), 10 deletions(-) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 47368b6e6..9b456f4fd 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -13,6 +13,7 @@ jit, jnp, tree_flatten, + tree_map, tree_unflatten, use_jax, ) @@ -1196,17 +1197,27 @@ def jac_unscaled(self, *args, **kwargs): chunk_size=self._jac_chunk_size, )(*args, **kwargs) - def _jvp(self, v, x, constants=None, op="compute_scaled"): + def _jvp(self, v, x, constants=None, op="scaled"): v = v if isinstance(v, (tuple, list)) else (v,) x = x if isinstance(x, (tuple, list)) else (x,) assert len(x) == len(v) - fun = lambda *x: getattr(self, op)(*x, constants=constants) - jvpfun = lambda *dx: Derivative.compute_jvp(fun, tuple(range(len(x))), dx, *x) - sig = ",".join(f"(n{i})" for i in range(len(x))) + "->(k)" - return batched_vectorize( - jvpfun, signature=sig, chunk_size=self._jac_chunk_size - )(*v) + if self._deriv_mode == "fwd": + fun = lambda *x: getattr(self, "compute_" + op)(*x, constants=constants) + jvpfun = lambda *dx: Derivative.compute_jvp( + fun, tuple(range(len(x))), dx, *x + ) + sig = ",".join(f"(n{i})" for i in range(len(x))) + "->(k)" + return batched_vectorize( + jvpfun, signature=sig, chunk_size=self._jac_chunk_size + )(*v) + else: # rev mode. We compute full jacobian and manually do mv. In this case + # the jacobian should be wide so this isn't very expensive. + jac = getattr(self, "jac_" + op)(*x, constants=constants) + # jac is a tuple, 1 array for each thing + Jv = tree_map(jnp.dot, jac, v) + # sum over different things + return jnp.sum(jnp.asarray(Jv), axis=0) @jit def jvp_scaled(self, v, x, constants=None): @@ -1222,7 +1233,7 @@ def jvp_scaled(self, v, x, constants=None): Constant parameters passed to sub-objectives. """ - return self._jvp(v, x, constants, "compute_scaled") + return self._jvp(v, x, constants, "scaled") @jit def jvp_scaled_error(self, v, x, constants=None): @@ -1238,7 +1249,7 @@ def jvp_scaled_error(self, v, x, constants=None): Constant parameters passed to sub-objectives. """ - return self._jvp(v, x, constants, "compute_scaled_error") + return self._jvp(v, x, constants, "scaled_error") @jit def jvp_unscaled(self, v, x, constants=None): @@ -1254,7 +1265,7 @@ def jvp_unscaled(self, v, x, constants=None): Constant parameters passed to sub-objectives. """ - return self._jvp(v, x, constants, "compute_unscaled") + return self._jvp(v, x, constants, "unscaled") def print_value(self, args, args0=None, **kwargs): """Print the value of the objective.""" diff --git a/tests/test_objective_funs.py b/tests/test_objective_funs.py index 68de417ea..f384b90aa 100644 --- a/tests/test_objective_funs.py +++ b/tests/test_objective_funs.py @@ -1365,6 +1365,43 @@ def test_derivative_modes(): np.testing.assert_allclose(H1, H3, atol=1e-10) +@pytest.mark.unit +def test_fwd_rev(): + """Test that forward and reverse mode jvps etc give same results.""" + eq = Equilibrium() + obj1 = MeanCurvature(eq, deriv_mode="fwd") + obj2 = MeanCurvature(eq, deriv_mode="rev") + obj1.build() + obj2.build() + + x = eq.pack_params(eq.params_dict) + J1 = obj1.jac_scaled(x) + J2 = obj2.jac_scaled(x) + np.testing.assert_allclose(J1, J2, atol=1e-14) + + jvp1 = obj1.jvp_scaled(x, jnp.ones_like(x)) + jvp2 = obj2.jvp_scaled(x, jnp.ones_like(x)) + np.testing.assert_allclose(jvp1, jvp2, atol=1e-14) + + surf = FourierRZToroidalSurface() + obj1 = PlasmaVesselDistance(eq, surf, deriv_mode="fwd") + obj2 = PlasmaVesselDistance(eq, surf, deriv_mode="rev") + obj1.build() + obj2.build() + + x1 = eq.pack_params(eq.params_dict) + x2 = surf.pack_params(surf.params_dict) + + J1a, J1b = obj1.jac_scaled(x1, x2) + J2a, J2b = obj2.jac_scaled(x1, x2) + np.testing.assert_allclose(J1a, J2a, atol=1e-14) + np.testing.assert_allclose(J1b, J2b, atol=1e-14) + + jvp1 = obj1.jvp_scaled((x1, x2), (jnp.ones_like(x1), jnp.ones_like(x2))) + jvp2 = obj2.jvp_scaled((x1, x2), (jnp.ones_like(x1), jnp.ones_like(x2))) + np.testing.assert_allclose(jvp1, jvp2, atol=1e-14) + + @pytest.mark.unit def test_getter_setter(): """Test getter and setter methods of Objectives.""" From cec34d77193985689a55229345f0692a2c09f2ab Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Fri, 27 Sep 2024 21:37:18 -0400 Subject: [PATCH 24/68] Use blocked logic for ObjectiveFunction.jvp --- desc/derivatives.py | 25 ++--- desc/objectives/objective_funs.py | 134 ++++++++++++-------------- desc/optimize/_constraint_wrappers.py | 6 -- desc/utils.py | 9 ++ tests/test_objective_funs.py | 6 ++ 5 files changed, 90 insertions(+), 90 deletions(-) diff --git a/desc/derivatives.py b/desc/derivatives.py index 367dc1d63..d851bf7b5 100644 --- a/desc/derivatives.py +++ b/desc/derivatives.py @@ -6,6 +6,7 @@ from termcolor import colored from desc.backend import jnp, put, use_jax +from desc.utils import ensure_tuple if use_jax: import jax @@ -207,7 +208,7 @@ def compute_jvp(cls, fun, argnum, v, *args, **kwargs): """ _ = kwargs.pop("rel_step", None) # unused by autodiff argnum = (argnum,) if jnp.isscalar(argnum) else tuple(argnum) - v = (v,) if not isinstance(v, (tuple, list)) else v + v = ensure_tuple(v) def _fun(*x): _args = list(args) @@ -243,14 +244,14 @@ def compute_jvp2(cls, fun, argnum1, argnum2, v1, v2, *args, **kwargs): """ if np.isscalar(argnum1): - v1 = (v1,) if not isinstance(v1, (tuple, list)) else v1 + v1 = ensure_tuple(v1) argnum1 = (argnum1,) else: v1 = tuple(v1) if np.isscalar(argnum2): argnum2 = (argnum2 + 1,) - v2 = (v2,) if not isinstance(v2, (tuple, list)) else v2 + v2 = ensure_tuple(v2) else: argnum2 = tuple([i + 1 for i in argnum2]) v2 = tuple(v2) @@ -286,21 +287,21 @@ def compute_jvp3(cls, fun, argnum1, argnum2, argnum3, v1, v2, v3, *args, **kwarg """ if np.isscalar(argnum1): - v1 = (v1,) if not isinstance(v1, (tuple, list)) else v1 + v1 = ensure_tuple(v1) argnum1 = (argnum1,) else: v1 = tuple(v1) if np.isscalar(argnum2): argnum2 = (argnum2 + 1,) - v2 = (v2,) if not isinstance(v2, (tuple, list)) else v2 + v2 = ensure_tuple(v2) else: argnum2 = tuple([i + 1 for i in argnum2]) v2 = tuple(v2) if np.isscalar(argnum3): argnum3 = (argnum3 + 2,) - v3 = (v3,) if not isinstance(v3, (tuple, list)) else v3 + v3 = ensure_tuple(v3) else: argnum3 = tuple([i + 2 for i in argnum3]) v3 = tuple(v3) @@ -518,7 +519,7 @@ def compute_jvp(cls, fun, argnum, v, *args, **kwargs): argnum = (argnum,) else: nargs = len(argnum) - v = (v,) if not isinstance(v, tuple) else v + v = ensure_tuple(v) f = np.array( [ @@ -555,14 +556,14 @@ def compute_jvp2(cls, fun, argnum1, argnum2, v1, v2, *args, **kwargs): """ if np.isscalar(argnum1): - v1 = (v1,) if not isinstance(v1, tuple) else v1 + v1 = ensure_tuple(v1) argnum1 = (argnum1,) else: v1 = tuple(v1) if np.isscalar(argnum2): argnum2 = (argnum2 + 1,) - v2 = (v2,) if not isinstance(v2, tuple) else v2 + v2 = ensure_tuple(v2) else: argnum2 = tuple([i + 1 for i in argnum2]) v2 = tuple(v2) @@ -598,21 +599,21 @@ def compute_jvp3(cls, fun, argnum1, argnum2, argnum3, v1, v2, v3, *args, **kwarg """ if np.isscalar(argnum1): - v1 = (v1,) if not isinstance(v1, tuple) else v1 + v1 = ensure_tuple(v1) argnum1 = (argnum1,) else: v1 = tuple(v1) if np.isscalar(argnum2): argnum2 = (argnum2 + 1,) - v2 = (v2,) if not isinstance(v2, tuple) else v2 + v2 = ensure_tuple(v2) else: argnum2 = tuple([i + 1 for i in argnum2]) v2 = tuple(v2) if np.isscalar(argnum3): argnum3 = (argnum3 + 2,) - v3 = (v3,) if not isinstance(v3, tuple) else v3 + v3 = ensure_tuple(v3) else: argnum3 = tuple([i + 2 for i in argnum3]) v3 = tuple(v3) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 9b456f4fd..fd08d1884 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -24,6 +24,7 @@ from desc.utils import ( PRINT_WIDTH, Timer, + ensure_tuple, errorif, flatten_list, is_broadcastable, @@ -501,15 +502,36 @@ def hess(self, x, constants=None): Derivative(self.compute_scalar, mode="hess")(x, constants).squeeze() ) - def _jac_blocked(self, op, x, constants=None): - # could also do something similar for grad and hess, but probably not - # worth it. grad is already super cheap to eval all at once, and blocked - # hess would only be block diag which may miss important interactions. + @jit + def jac_scaled(self, x, constants=None): + """Compute Jacobian matrix of self.compute_scaled wrt x.""" + v = jnp.eye(x.shape[0]) + return self.jvp_scaled(v, x, constants).T + + @jit + def jac_scaled_error(self, x, constants=None): + """Compute Jacobian matrix of self.compute_scaled_error wrt x.""" + v = jnp.eye(x.shape[0]) + return self.jvp_scaled_error(v, x, constants).T + + @jit + def jac_unscaled(self, x, constants=None): + """Compute Jacobian matrix of self.compute_unscaled wrt x.""" + v = jnp.eye(x.shape[0]) + return self.jvp_unscaled(v, x, constants).T + + def _jvp_blocked(self, v, x, constants=None, op="scaled"): + v = ensure_tuple(v) + if len(v) > 1: + # using blocked for higher order derivatives is a pain, and only really + # is needed for perturbations. Just pass that to jvp_batched for now + return self._jvp_batched(v, x, constants, op) if constants is None: constants = self.constants xs_splits = np.cumsum([t.dim_x for t in self.things]) xs = jnp.split(x, xs_splits) + vs = jnp.split(v[0], xs_splits, axis=-1) J = [] assert len(self.objectives) == len(self.constants) # basic idea is we compute the jacobian of each objective wrt each thing @@ -519,63 +541,18 @@ def _jac_blocked(self, op, x, constants=None): # get the xs that go to that objective thing_idx = self._things_per_objective_idx[k] xi = [xs[i] for i in thing_idx] - Ji_ = getattr(obj, op)(*xi, constants=const) # jac wrt to just those things - Ji = [] # jac wrt all things - for i, thing in enumerate(self.things): - if i in thing_idx: # dfi/dxj != 0 - Ji += [Ji_[thing_idx.index(i)]] - else: # dfi/dxj == 0 - Ji += [jnp.zeros((obj.dim_f, thing.dim_x))] - Ji = jnp.hstack(Ji) # something like [df1/dx1, df1/dx2, 0] - J += [Ji] - # something like [df1/dx1, df1/dx2, 0] - # [df2/dx1, 0, df2/dx3] # noqa:E800 - J = jnp.vstack(J) + vi = [vs[i] for i in thing_idx] + Ji_ = getattr(obj, "jvp_" + op)(vi, xi, constants=const) + J += [Ji_] + # this is the transpose of the jvp when v is a matrix, for consistency with + # jvp_batched + J = jnp.hstack(J) return J - @jit - def jac_scaled(self, x, constants=None): - """Compute Jacobian matrix of self.compute_scaled wrt x.""" - if constants is None: - constants = self.constants - - if self._deriv_mode == "batched": - J = Derivative(self.compute_scaled, mode="fwd")(x, constants) - if self._deriv_mode == "blocked": - J = self._jac_blocked("jac_scaled", x, constants) + def _jvp_batched(self, v, x, constants=None, op="scaled"): + v = ensure_tuple(v) - return jnp.atleast_2d(J.squeeze()) - - @jit - def jac_scaled_error(self, x, constants=None): - """Compute Jacobian matrix of self.compute_scaled_error wrt x.""" - if constants is None: - constants = self.constants - - if self._deriv_mode == "batched": - J = Derivative(self.compute_scaled_error, mode="fwd")(x, constants) - if self._deriv_mode == "blocked": - J = self._jac_blocked("jac_scaled_error", x, constants) - - return jnp.atleast_2d(J.squeeze()) - - @jit - def jac_unscaled(self, x, constants=None): - """Compute Jacobian matrix of self.compute_unscaled wrt x.""" - if constants is None: - constants = self.constants - - if self._deriv_mode == "batched": - J = Derivative(self.compute_unscaled, mode="fwd")(x, constants) - if self._deriv_mode == "blocked": - J = self._jac_blocked("jac_unscaled", x, constants) - - return jnp.atleast_2d(J.squeeze()) - - def _jvp(self, v, x, constants=None, op="compute_scaled"): - v = v if isinstance(v, (tuple, list)) else (v,) - - fun = lambda x: getattr(self, op)(x, constants) + fun = lambda x: getattr(self, "compute_" + op)(x, constants) if len(v) == 1: jvpfun = lambda dx: Derivative.compute_jvp(fun, 0, dx, x) return batched_vectorize( @@ -613,7 +590,11 @@ def jvp_scaled(self, v, x, constants=None): Constant parameters passed to sub-objectives. """ - return self._jvp(v, x, constants, "compute_scaled") + if self._deriv_mode == "batched": + J = self._jvp_batched(v, x, constants, "scaled") + if self._deriv_mode == "blocked": + J = self._jvp_blocked(v, x, constants, "scaled") + return J @jit def jvp_scaled_error(self, v, x, constants=None): @@ -630,7 +611,11 @@ def jvp_scaled_error(self, v, x, constants=None): Constant parameters passed to sub-objectives. """ - return self._jvp(v, x, constants, "compute_scaled_error") + if self._deriv_mode == "batched": + J = self._jvp_batched(v, x, constants, "scaled_error") + if self._deriv_mode == "blocked": + J = self._jvp_blocked(v, x, constants, "scaled_error") + return J @jit def jvp_unscaled(self, v, x, constants=None): @@ -647,10 +632,14 @@ def jvp_unscaled(self, v, x, constants=None): Constant parameters passed to sub-objectives. """ - return self._jvp(v, x, constants, "compute_unscaled") + if self._deriv_mode == "batched": + J = self._jvp_batched(v, x, constants, "unscaled") + if self._deriv_mode == "blocked": + J = self._jvp_blocked(v, x, constants, "unscaled") + return J - def _vjp(self, v, x, constants=None, op="compute_scaled"): - fun = lambda x: getattr(self, op)(x, constants) + def _vjp(self, v, x, constants=None, op="scaled"): + fun = lambda x: getattr(self, "compute_" + op)(x, constants) return Derivative.compute_vjp(fun, 0, v, x) @jit @@ -667,7 +656,7 @@ def vjp_scaled(self, v, x, constants=None): Constant parameters passed to sub-objectives. """ - return self._vjp(v, x, constants, "compute_scaled") + return self._vjp(v, x, constants, "scaled") @jit def vjp_scaled_error(self, v, x, constants=None): @@ -683,7 +672,7 @@ def vjp_scaled_error(self, v, x, constants=None): Constant parameters passed to sub-objectives. """ - return self._vjp(v, x, constants, "compute_scaled_error") + return self._vjp(v, x, constants, "scaled_error") @jit def vjp_unscaled(self, v, x, constants=None): @@ -699,7 +688,7 @@ def vjp_unscaled(self, v, x, constants=None): Constant parameters passed to sub-objectives. """ - return self._vjp(v, x, constants, "compute_unscaled") + return self._vjp(v, x, constants, "unscaled") def compile(self, mode="auto", verbose=1): """Call the necessary functions to ensure the function is compiled. @@ -1198,8 +1187,8 @@ def jac_unscaled(self, *args, **kwargs): )(*args, **kwargs) def _jvp(self, v, x, constants=None, op="scaled"): - v = v if isinstance(v, (tuple, list)) else (v,) - x = x if isinstance(x, (tuple, list)) else (x,) + v = ensure_tuple(v) + x = ensure_tuple(x) assert len(x) == len(v) if self._deriv_mode == "fwd": @@ -1214,10 +1203,11 @@ def _jvp(self, v, x, constants=None, op="scaled"): else: # rev mode. We compute full jacobian and manually do mv. In this case # the jacobian should be wide so this isn't very expensive. jac = getattr(self, "jac_" + op)(*x, constants=constants) - # jac is a tuple, 1 array for each thing - Jv = tree_map(jnp.dot, jac, v) - # sum over different things - return jnp.sum(jnp.asarray(Jv), axis=0) + # jac is a tuple, 1 array for each thing. Transposes here and below make it + # equivalent to fwd mode above, which batches over the first axis + Jv = tree_map(lambda a, b: jnp.dot(a, b.T), jac, v) + # sum over different things. + return jnp.sum(jnp.asarray(Jv), axis=0).T @jit def jvp_scaled(self, v, x, constants=None): diff --git a/desc/optimize/_constraint_wrappers.py b/desc/optimize/_constraint_wrappers.py index 604609fc8..bbc5daf4e 100644 --- a/desc/optimize/_constraint_wrappers.py +++ b/desc/optimize/_constraint_wrappers.py @@ -289,12 +289,6 @@ def hess(self, x_reduced, constants=None): def _jac(self, x_reduced, constants=None, op="scaled"): x = self.recover(x_reduced) - if self._objective._deriv_mode == "blocked": - fun = getattr(self._objective, "jac_" + op) - return fun(x, constants)[:, self._unfixed_idx] @ ( - self._Z * self._D[self._unfixed_idx, None] - ) - v = self._unfixed_idx_mat df = getattr(self._objective, "jvp_" + op)(v.T, x, constants) return df.T diff --git a/desc/utils.py b/desc/utils.py index 203e29d3d..50c1db1b5 100644 --- a/desc/utils.py +++ b/desc/utils.py @@ -929,3 +929,12 @@ def tupleset(t, i, value): ) return res + + +def ensure_tuple(x): + """Returns x as a tuple of arrays.""" + if isinstance(x, tuple): + return x + if isinstance(x, list): + return tuple(x) + return (x,) diff --git a/tests/test_objective_funs.py b/tests/test_objective_funs.py index f384b90aa..cfbf09090 100644 --- a/tests/test_objective_funs.py +++ b/tests/test_objective_funs.py @@ -1343,6 +1343,7 @@ def test_derivative_modes(): assert obj1._jac_chunk_size > 0 obj3.build() x = obj1.x(eq, surf) + v = jnp.ones_like(x) g1 = obj1.grad(x) g2 = obj2.grad(x) g3 = obj3.grad(x) @@ -1363,6 +1364,11 @@ def test_derivative_modes(): H3 = obj3.hess(x) np.testing.assert_allclose(H1, H2, atol=1e-10) np.testing.assert_allclose(H1, H3, atol=1e-10) + j1 = obj1.jvp_scaled(v, x) + j2 = obj2.jvp_scaled(v, x) + j3 = obj3.jvp_scaled(v, x) + np.testing.assert_allclose(j1, j2, atol=1e-10) + np.testing.assert_allclose(j1, j3, atol=1e-10) @pytest.mark.unit From 0fae08210255b4afa4ef42e70c18b7059c56b2ed Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Fri, 27 Sep 2024 21:43:41 -0400 Subject: [PATCH 25/68] Adjust heuristic for choosing fwd over reverse mode AD --- desc/objectives/objective_funs.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index fd08d1884..9cdfb61c2 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -968,11 +968,13 @@ def __init__( def _set_derivatives(self): """Choose derivative mode based on size of inputs/outputs.""" if self._deriv_mode == "auto": - # choose based on shape of jacobian. fwd mode is more memory efficient - # so we prefer that unless the jacobian is really wide + # choose based on shape of jacobian. dim_x is usually an overestimate of + # the true number of DOFs because linear constraints remove some. Also + # fwd mode is more memory efficient so we prefer that unless the jacobian + # is really wide self._deriv_mode = ( "fwd" - if self.dim_f >= 0.5 * sum(t.dim_x for t in self.things) + if self.dim_f >= 0.2 * sum(t.dim_x for t in self.things) else "rev" ) From 9bc9aafee691a5855169f50a44df3024f78d5d68 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Fri, 27 Sep 2024 22:57:27 -0400 Subject: [PATCH 26/68] Remove some extra unneeded stuff in favor of importing from jax, remove type hints incompatible with python 3.9 --- desc/batching.py | 303 ++++++----------------------------------------- 1 file changed, 38 insertions(+), 265 deletions(-) diff --git a/desc/batching.py b/desc/batching.py index c215ad55d..129ef7ec3 100644 --- a/desc/batching.py +++ b/desc/batching.py @@ -2,29 +2,22 @@ import functools from functools import partial -from typing import Any, Callable, Optional, Sequence - -import numpy as np -from jax._src import core, dispatch, dtypes -from jax._src.api_util import ( - _ensure_index, - argnums_partial, - check_callable, - flatten_fun_nokwargs, - flatten_fun_nokwargs2, - shaped_abstractify, +from typing import Callable, Optional + +from jax._src.api import ( + _check_input_dtype_jacfwd, + _check_input_dtype_jacrev, + _check_output_dtype_jacfwd, + _check_output_dtype_jacrev, + _jacfwd_unravel, + _jacrev_unravel, + _jvp, + _std_basis, + _vjp, ) -from jax._src.interpreters import ad -from jax._src.lax import lax as lax_internal -from jax._src.tree_util import ( - Partial, - tree_flatten, - tree_map, - tree_structure, - tree_transpose, - tree_unflatten, -) -from jax._src.util import safe_map, wraps +from jax._src.api_util import _ensure_index, argnums_partial, check_callable +from jax._src.tree_util import tree_map, tree_structure, tree_transpose +from jax._src.util import wraps from desc.backend import jax, jnp @@ -40,8 +33,6 @@ _parse_input_dimensions, ) -_dtype = partial(dtypes.dtype, canonicalize=True) - # The following section of this code is derived from the NetKet project # https://github.com/netket/netket/blob/9881c9fb217a2ac4dc9274a054bf6e6a2993c519/ # netket/jax/_chunk_utils.py @@ -357,12 +348,13 @@ def wrapped(*args, **kwargs): def jacfwd_chunked( - fun: Callable, - argnums: int | Sequence[int] = 0, - has_aux: bool = False, + fun, + argnums=0, + has_aux=False, + holomorphic=False, *, chunk_size=None, -) -> Callable: +): """Jacobian of ``fun`` evaluated column-by-column using forward-mode AD. Parameters @@ -376,6 +368,8 @@ def jacfwd_chunked( Indicates whether ``fun`` returns a pair where the first element is considered the output of the mathematical function to be differentiated and the second element is auxiliary data. Default False. + holomorphic: Optional, bool. + Indicates whether ``fun`` is promised to be holomorphic. Default False. chunk_size: int The size of the batches to pass to vmap. If None, defaults to the largest possible chunk_size. @@ -404,7 +398,7 @@ def jacfun(*args, **kwargs): f_partial, dyn_args = argnums_partial( f, argnums, args, require_static_args_hashable=False ) - tree_map(_check_input_dtype_jacfwd, dyn_args) + tree_map(partial(_check_input_dtype_jacfwd, holomorphic), dyn_args) if not has_aux: pushfwd: Callable = partial(_jvp, f_partial, dyn_args) y, jac = vmap_chunked(pushfwd, chunk_size=chunk_size)(_std_basis(dyn_args)) @@ -418,7 +412,7 @@ def jacfun(*args, **kwargs): y = tree_map(lambda x: x[0], y) jac = tree_map(lambda x: jnp.moveaxis(x, 0, -1), jac) aux = tree_map(lambda x: x[0], aux) - + tree_map(partial(_check_output_dtype_jacfwd, holomorphic), y) example_args = dyn_args[0] if isinstance(argnums, int) else dyn_args jac_tree = tree_map(partial(_jacfwd_unravel, example_args), y, jac) if not has_aux: @@ -430,12 +424,14 @@ def jacfun(*args, **kwargs): def jacrev_chunked( - fun: Callable, - argnums: int | Sequence[int] = 0, - has_aux: bool = False, + fun, + argnums=0, + has_aux=False, + holomorphic=False, + allow_int=False, *, chunk_size=None, -) -> Callable: +): """Jacobian of ``fun`` evaluated row-by-row using reverse-mode AD. Parameters @@ -449,6 +445,12 @@ def jacrev_chunked( Indicates whether ``fun`` returns a pair where the first element is considered the output of the mathematical function to be differentiated and the second element is auxiliary data. Default False. + holomorphic: Optional, bool. + Indicates whether ``fun`` is promised to be holomorphic. Default False. + allow_int: Optional, bool. + Whether to allow differentiating with respect to integer valued inputs. The + gradient of an integer input will have a trivial vector-space dtype (float0). + Default False. chunk_size: int The size of the batches to pass to vmap. If None, defaults to the largest possible chunk_size. @@ -476,12 +478,12 @@ def jacfun(*args, **kwargs): f_partial, dyn_args = argnums_partial( f, argnums, args, require_static_args_hashable=False ) - tree_map(_check_input_dtype_jacrev, dyn_args) + tree_map(partial(_check_input_dtype_jacrev, holomorphic, allow_int), dyn_args) if not has_aux: y, pullback = _vjp(f_partial, *dyn_args) else: y, pullback, aux = _vjp(f_partial, *dyn_args, has_aux=True) - tree_map(_check_output_dtype_jacrev, y) + tree_map(partial(_check_output_dtype_jacrev, holomorphic), y) jac = vmap_chunked(pullback, chunk_size=chunk_size)(_std_basis(y)) jac = jac[0] if isinstance(argnums, int) else jac example_args = dyn_args[0] if isinstance(argnums, int) else dyn_args @@ -495,232 +497,3 @@ def jacfun(*args, **kwargs): return jac_tree, aux return jacfun - - -def _check_input_dtype_jacrev(x): - dispatch.check_arg(x) - aval = core.get_aval(x) - if ( - dtypes.issubdtype(aval.dtype, dtypes.extended) - or dtypes.issubdtype(aval.dtype, np.integer) - or dtypes.issubdtype(aval.dtype, np.bool_) - ): - raise TypeError( - f"jacrev_chunked requires real- or complex-valued inputs (input dtype " - f"that is a sub-dtype of np.inexact), but got {aval.dtype.name}. " - "If you want to use Boolean- or integer-valued inputs, use vjp " - "or set allow_int to True." - ) - elif not dtypes.issubdtype(aval.dtype, np.inexact): - raise TypeError( - f"jacrev_chunked requires numerical-valued inputs (input dtype that is a " - f"sub-dtype of np.bool_ or np.number), but got {aval.dtype.name}." - ) - - -def _check_output_dtype_jacrev(x): - aval = core.get_aval(x) - if dtypes.issubdtype(aval.dtype, dtypes.extended): - raise TypeError(f"jacrev_chunked with output element type {aval.dtype.name}") - elif dtypes.issubdtype(aval.dtype, np.complexfloating): - raise TypeError( - f"jacrev_chunked requires real-valued outputs (output dtype that is " - f"a sub-dtype of np.floating), but got {aval.dtype.name}. " - "For holomorphic differentiation, pass holomorphic=True. " - "For differentiation of non-holomorphic functions involving complex " - "outputs, use jax.vjp directly." - ) - elif not dtypes.issubdtype(aval.dtype, np.floating): - raise TypeError( - f"jacrev_chunked requires real-valued outputs (output dtype that is " - f"a sub-dtype of np.floating), but got {aval.dtype.name}. " - "For differentiation of functions with integer outputs, use " - "jax.vjp directly." - ) - - -def _check_input_dtype_jacfwd(x: Any) -> None: - dispatch.check_arg(x) - aval = core.get_aval(x) - if dtypes.issubdtype(aval.dtype, dtypes.extended): - raise TypeError(f"jacfwd with input element type {aval.dtype.name}") - elif not dtypes.issubdtype(aval.dtype, np.floating): - raise TypeError( - "jacfwd requires real-valued inputs (input dtype that is " - f"a sub-dtype of np.floating), but got {aval.dtype.name}. " - "For holomorphic differentiation, pass holomorphic=True. " - "For differentiation of non-holomorphic functions involving " - "complex inputs or integer inputs, use jax.jvp directly." - ) - - -def _jacfwd_unravel(input_pytree, output_pytree_leaf, arr): - return _unravel_array_into_pytree(input_pytree, -1, output_pytree_leaf, arr) - - -def _jacrev_unravel(output_pytree, input_pytree_leaf, arr): - return _unravel_array_into_pytree(output_pytree, 0, input_pytree_leaf, arr) - - -def _possible_downcast(x, example): - if dtypes.issubdtype(x.dtype, np.complexfloating) and not dtypes.issubdtype( - _dtype(example), np.complexfloating - ): - x = x.real - dtype = None if example is None else _dtype(example) - weak_type = None if example is None else dtypes.is_weakly_typed(example) - return lax_internal._convert_element_type(x, dtype, weak_type) - - -def _std_basis(pytree): - leaves, _ = tree_flatten(pytree) - ndim = sum(safe_map(np.size, leaves)) - dtype = dtypes.result_type(*leaves) - flat_basis = jnp.eye(ndim, dtype=dtype) - return _unravel_array_into_pytree(pytree, 1, None, flat_basis) - - -def _unravel_array_into_pytree(pytree, axis, example, arr): - """Unravel an array into a PyTree with a given structure. - - Parameters - ---------- - pytree: The pytree that provides the structure. - axis: The parameter axis is either -1, 0, or 1. It controls the - resulting shapes. - example: If specified, cast the components to the matching dtype/weak_type, - or else use the pytree leaf type if example is None. - arr: The array to be unraveled. - """ - leaves, treedef = tree_flatten(pytree) - axis = axis % arr.ndim - shapes = [arr.shape[:axis] + np.shape(l) + arr.shape[axis + 1 :] for l in leaves] - parts = _split(arr, np.cumsum(safe_map(np.size, leaves[:-1])), axis) - reshaped_parts = [ - _possible_downcast(np.reshape(x, shape), leaf if example is None else example) - for x, shape, leaf in zip(parts, shapes, leaves) - ] - return tree_unflatten(treedef, reshaped_parts) - - -def _split(x, indices, axis): - if isinstance(x, np.ndarray): - return np.split(x, indices, axis) - else: - return x._split(indices, axis) - - -def _jvp(fun: lu.WrappedFun, primals, tangents, has_aux=False): - """Variant of jvp() that takes an lu.WrappedFun.""" - if not isinstance(primals, (tuple, list)) or not isinstance( - tangents, (tuple, list) - ): - raise TypeError( - "primal and tangent arguments to jax.jvp must be tuples or lists; " - f"found {type(primals).__name__} and {type(tangents).__name__}." - ) - - ps_flat, tree_def = tree_flatten(primals) - ts_flat, tree_def_2 = tree_flatten(tangents) - if tree_def != tree_def_2: - raise TypeError( - "primal and tangent arguments to jax.jvp must have the same tree " - f"structure; primals have tree structure {tree_def} whereas tangents have " - f"tree structure {tree_def_2}." - ) - for p, t in zip(ps_flat, ts_flat): - if core.primal_dtype_to_tangent_dtype(_dtype(p)) != _dtype(t): - raise TypeError( - "primal and tangent arguments to jax.jvp do not match; " - "dtypes must be equal, or in case of int/bool primal dtype " - "the tangent dtype must be float0." - f"Got primal dtype {_dtype(p)} and so expected tangent dtype " - f"{core.primal_dtype_to_tangent_dtype(_dtype(p))}, but got " - f"tangent dtype {_dtype(t)} instead." - ) - if np.shape(p) != np.shape(t): - raise ValueError( - "jvp called with different primal and tangent shapes;" - f"Got primal shape {np.shape(p)} and tangent shape as {np.shape(t)}" - ) - - if not has_aux: - flat_fun, out_tree = flatten_fun_nokwargs(fun, tree_def) - out_primals, out_tangents = ad.jvp(flat_fun).call_wrapped(ps_flat, ts_flat) - out_tree = out_tree() - return ( - tree_unflatten(out_tree, out_primals), - tree_unflatten(out_tree, out_tangents), - ) - else: - flat_fun, out_aux_trees = flatten_fun_nokwargs2(fun, tree_def) - jvp_fun, aux = ad.jvp(flat_fun, has_aux=True) - out_primals, out_tangents = jvp_fun.call_wrapped(ps_flat, ts_flat) - out_tree, aux_tree = out_aux_trees() - return ( - tree_unflatten(out_tree, out_primals), - tree_unflatten(out_tree, out_tangents), - tree_unflatten(aux_tree, aux()), - ) - - -def _vjp(fun: lu.WrappedFun, *primals, has_aux=False): - """Variant of vjp() that takes an lu.WrappedFun.""" - primals_flat, in_tree = tree_flatten(primals) - for arg in primals_flat: - dispatch.check_arg(arg) - if not has_aux: - flat_fun, out_tree = flatten_fun_nokwargs(fun, in_tree) - out_primals, vjp = ad.vjp(flat_fun, primals_flat) - out_tree = out_tree() - else: - flat_fun, out_aux_trees = flatten_fun_nokwargs2(fun, in_tree) - out_primals, vjp, aux = ad.vjp(flat_fun, primals_flat, has_aux=True) - out_tree, aux_tree = out_aux_trees() - out_primal_avals = map(shaped_abstractify, out_primals) - out_primal_py = tree_unflatten(out_tree, out_primals) - vjp_py = Partial( - partial( - _vjp_pullback_wrapper, fun.__name__, out_primal_avals, (out_tree, in_tree) - ), - vjp, - ) - if not has_aux: - return out_primal_py, vjp_py - else: - return out_primal_py, vjp_py, tree_unflatten(aux_tree, aux) - - -def _vjp_pullback_wrapper(name, out_primal_avals, io_tree, fun, *py_args_): - (py_args,) = py_args_ - in_tree_expected, out_tree = io_tree - args, in_tree = tree_flatten(py_args) - if in_tree != in_tree_expected: - raise ValueError( - f"unexpected tree structure of argument to vjp function: " - f"got {in_tree}, but expected to match {in_tree_expected}" - ) - for arg, aval in zip(args, out_primal_avals): - ct_aval = shaped_abstractify(arg) - try: - ct_aval_expected = aval.to_tangent_type() - except AttributeError: - # https://github.com/jax-ml/jax/commit/018189491bde26fe9c7ade1213c5cbbad8bca1c6 - ct_aval_expected = aval.at_least_vspace() - if not core.typecompat( - ct_aval, ct_aval_expected - ) and not _temporary_dtype_exception(ct_aval, ct_aval_expected): - raise ValueError( - "unexpected JAX type (e.g. shape/dtype) for argument to vjp function: " - f"got {ct_aval.str_short()}, but expected " - f"{ct_aval_expected.str_short()} because the corresponding output " - f"of the function {name} had JAX type {aval.str_short()}" - ) - ans = fun(*args) - return tree_unflatten(out_tree, ans) - - -def _temporary_dtype_exception(a, a_) -> bool: - if isinstance(a, core.ShapedArray) and isinstance(a_, core.ShapedArray): - return a.shape == a_.shape and a_.dtype == dtypes.float0 - return False From ae4cfcf446e150e76f2ffc9b5befc24e8716efc5 Mon Sep 17 00:00:00 2001 From: Philipp Jurasic Date: Sat, 28 Sep 2024 14:07:53 +0200 Subject: [PATCH 27/68] Update plotting baseline for adjusted legend behavior --- tests/baseline/test_plot_boozer_modes.png | Bin 42674 -> 43112 bytes .../test_plot_boozer_modes_breaking_only.png | Bin 45748 -> 45260 bytes tests/baseline/test_plot_boozer_modes_max.png | Bin 19476 -> 19556 bytes .../test_plot_boozer_modes_no_norm.png | Bin 33082 -> 33171 bytes tests/baseline/test_plot_boundary.png | Bin 54537 -> 53411 bytes tests/baseline/test_plot_boundary_surface.png | Bin 23308 -> 22897 bytes tests/baseline/test_plot_qs_error.png | Bin 22513 -> 22126 bytes 7 files changed, 0 insertions(+), 0 deletions(-) diff --git a/tests/baseline/test_plot_boozer_modes.png b/tests/baseline/test_plot_boozer_modes.png index b72e308394cdb5275ef135511d7ebb243a6cc001..a2d1c6e3744523311c820e002c4e05db41b6fddc 100644 GIT binary patch literal 43112 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z8GAH^#{#Il`yN!O0?_*lSWmJ8a>d;S8!U!LK_Jz@kPz}RnzF{`7jJ$+L5EWZpw(RZ z=fP}<$*?aE=ALoZ2B=UmFm`xlA!Zu?Zx`9UubZ5=+(1M7 Qh6H}{vMMrFP}9Kw12BD6;Q#;t From 11ab66cd5672f23ad1e0e369392dd37560027d8a Mon Sep 17 00:00:00 2001 From: Philipp Jurasic Date: Sat, 28 Sep 2024 14:39:26 +0200 Subject: [PATCH 30/68] Revert "Update plotting test baseline for legend behavior" This reverts commit 1e2d455026822cd481c53ff60cc054c97b9ead27. --- tests/baseline/test_plot_boundary.png | Bin 41362 -> 53411 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/tests/baseline/test_plot_boundary.png b/tests/baseline/test_plot_boundary.png index 1cfad171e20f7d40841f96f70b85938cd5703f39..9a7ad0042476827b837e0393e57509e7772d484d 100644 GIT binary patch literal 53411 zcmdqJby(Hk_a{mS(k&$+9nv5jN=m1INQ0DgcSyH@bc28hQVPaRtpIUMIZ4C z10DXR-6~@VUPRpG^xd_ctlYiKT%RJTnz=jMJGtB2n&0t!>gs0e4-Rs-BkUW|d}MCR;tux^(1v zq5CbbB|_|VCl0?`P!NvFojZ#|OURO={h>Eqw?-uLH7%EO-1bE%~Z*@6zN 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zr8|URXN-o(!3S1W9AdWJs}(Pgwx;o3d3c!ajDuUNnJPu+qdq-7?Yp&s%w`2qtFR3^ znpxKC>nz>p&0p1oB5q4R$XMk(u!d1=a;!eaprP5>*__7+t{gd#?9;1XZ|Lvs?d2C1 zu2;wj3)e-yTJ6tZmhp_4oSbxLH3JdZ!RD`SU|^8;SC-9scLMrVg*)yqYuaB4SrF!n z?U85K#E_^pkUfJ&L2Txil-N#uvEjT%LN8?eBVO>CSDIO)&pj}d7cb7XSK1iNtN~qQ zMMeumCZGsz`@*R+ZEkEeo;l+I7Vbk`U7836VOvnF<5W#-TLi<<@bGZ`)~M{!l%j@) zM%sSkey_Cg>yalJd4e#)*nyz&i)6 zd1?jDuIN2^vU|Ew3S9+0mNOx{-V_TQ((e&BY{(ND&*`gxBc$O-X^Nrb@ITs|6gtH5 roNyiUMkU_=$dmt`Gygm9$1e#VMNNFexNR5XffxLtrc%iR^T7WD&x7s+ From 4a474c305b731737edd84d8f89258ad0cf3ae423 Mon Sep 17 00:00:00 2001 From: Philipp Jurasic Date: Sat, 28 Sep 2024 16:39:13 +0200 Subject: [PATCH 33/68] - Reflect the current behavior of the unit test correctly - Reduce tolerance of plot_boundaries from 2d to 1d, since it is a line plot --- tests/baseline/test_plot_boundaries.png | Bin 41362 -> 38593 bytes tests/test_plotting.py | 8 ++++---- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/tests/baseline/test_plot_boundaries.png 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zr8|URXN-o(!3S1W9AdWJs}(Pgwx;o3d3c!ajDuUNnJPu+qdq-7?Yp&s%w`2qtFR3^ znpxKC>nz>p&0p1oB5q4R$XMk(u!d1=a;!eaprP5>*__7+t{gd#?9;1XZ|Lvs?d2C1 zu2;wj3)e-yTJ6tZmhp_4oSbxLH3JdZ!RD`SU|^8;SC-9scLMrVg*)yqYuaB4SrF!n z?U85K#E_^pkUfJ&L2Txil-N#uvEjT%LN8?eBVO>CSDIO)&pj}d7cb7XSK1iNtN~qQ zMMeumCZGsz`@*R+ZEkEeo;l+I7Vbk`U7836VOvnF<5W#-TLi<<@bGZ`)~M{!l%j@) zM%sSkey_Cg>yalJd4e#)*nyz&i)6 zd1?jDuIN2^vU|Ew3S9+0mNOx{-V_TQ((e&BY{(ND&*`gxBc$O-X^Nrb@ITs|6gtH5 roNyiUMkU_=$dmt`Gygm9$1e#VMNNFexNR5XffxLtrc%iR^T7WD&x7s+ diff --git a/tests/test_plotting.py b/tests/test_plotting.py index 6048a7d60..c1020a85d 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -47,9 +47,9 @@ from desc.utils import isalmostequal from desc.vmec import VMECIO -tol_1d = 7.8 -tol_2d = 15 -tol_3d = 15 +tol_1d = 0.5 # 7.8 +tol_2d = 0.5 # 15 +tol_3d = 0.5 # 15 @pytest.mark.unit @@ -507,7 +507,7 @@ def test_plot_boundary_surface(self): return fig @pytest.mark.unit - @pytest.mark.mpl_image_compare(remove_text=True, tolerance=tol_2d) + @pytest.mark.mpl_image_compare(remove_text=True, tolerance=tol_1d) def test_plot_boundaries(self): """Test plotting boundaries.""" eq1 = get("SOLOVEV") From efcb1cc2a7d1ad3e0ba3238cb613a2a81d37c000 Mon Sep 17 00:00:00 2001 From: Philipp Jurasic Date: Sat, 28 Sep 2024 16:46:14 +0200 Subject: [PATCH 34/68] Fix reverted to old plotting tolerances --- tests/test_plotting.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/test_plotting.py b/tests/test_plotting.py index c1020a85d..091c376d1 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -47,9 +47,9 @@ from desc.utils import isalmostequal from desc.vmec import VMECIO -tol_1d = 0.5 # 7.8 -tol_2d = 0.5 # 15 -tol_3d = 0.5 # 15 +tol_1d = 7.8 +tol_2d = 15 +tol_3d = 15 @pytest.mark.unit From 72f256a06477f11ebeb7d26a9aadef0c7279ae67 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Sat, 28 Sep 2024 14:24:58 -0400 Subject: [PATCH 35/68] make fixes for default values --- desc/objectives/_bootstrap.py | 4 +- desc/objectives/_coils.py | 81 ++++++++++++------------------- desc/objectives/_equilibrium.py | 24 ++++++--- desc/objectives/_free_boundary.py | 12 +++-- desc/objectives/_generic.py | 12 +++-- desc/objectives/_geometry.py | 47 +++++++++++++++--- desc/objectives/_omnigenity.py | 20 ++++++-- desc/objectives/_power_balance.py | 8 ++- desc/objectives/objective_funs.py | 53 +++++++++++++++++++- 9 files changed, 182 insertions(+), 79 deletions(-) diff --git a/desc/objectives/_bootstrap.py b/desc/objectives/_bootstrap.py index 966eedda2..9f6850cb2 100644 --- a/desc/objectives/_bootstrap.py +++ b/desc/objectives/_bootstrap.py @@ -42,7 +42,9 @@ class BootstrapRedlConsistency(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _coordinates = "r" _units = "(T A m^-2)" diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index 7b24adb15..d63f0bee3 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -35,16 +35,9 @@ class _CoilObjective(_Objective): """ - overwrite = { - "loss_function": """ - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss - function is called on the raw compute value, before any shifting, - scaling, or normalization. Operates over all coils, not each individual - coil. - """, - } - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) + __doc__ = __doc__.rstrip() + collect_docs( + coil=True, + ) def __init__( self, @@ -201,16 +194,6 @@ def compute(self, params, constants=None): return data -overwrite_coil_length = _CoilObjective.overwrite.copy() -overwrite_coil_length[ - "target" -] = """ - target : float, ndarray, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. If array, it has to - be flattened according to the number of inputs. """ - - class CoilLength(_CoilObjective): """Coil length. @@ -224,11 +207,11 @@ class CoilLength(_CoilObjective): """ - overwrite = overwrite_coil_length.copy() - overwrite["target"] = ( - overwrite["target"].rstrip() + " Defaults to ``target=2*np.pi``.\n" + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=2*np.pi``.", + bounds_default="``target=2*np.pi``.", + coil=True, ) - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) _scalar = False # Not always a scalar, if a coilset is passed in _units = "(m)" @@ -328,9 +311,11 @@ class CoilCurvature(_CoilObjective): """ - overwrite = overwrite_coil_length - overwrite["target"] = overwrite["target"].rstrip() + "\n" - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``bounds=(0,1).``", + bounds_default="``bounds=(0,1).``", + coil=True, + ) _scalar = False _units = "(m^-1)" @@ -425,9 +410,11 @@ class CoilTorsion(_CoilObjective): """ - overwrite = overwrite_coil_length.copy() - overwrite["target"] = overwrite["target"].rstrip() + " Defaults to ``target=0``.\n" - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", + bounds_default="``target=0``.", + coil=True, + ) _scalar = False _units = "(m^-1)" @@ -522,9 +509,11 @@ class CoilCurrentLength(CoilLength): """ - overwrite = overwrite_coil_length.copy() - overwrite["target"] = overwrite["target"].rstrip() + " Defaults to ``target=0``.\n" - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", + bounds_default="``target=0``.", + coil=True, + ) _scalar = False _units = "(A*m)" @@ -628,9 +617,7 @@ class CoilSetMinDistance(_Objective): """ - overwrite = overwrite_coil_length.copy() - overwrite["target"] = overwrite["target"].rstrip() + "\n" - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) + __doc__ = __doc__.rstrip() + collect_docs(coil=True) _scalar = False _units = "(m)" @@ -780,8 +767,7 @@ class PlasmaCoilSetMinDistance(_Objective): """ - overwrite = {"loss_function": overwrite_coil_length["loss_function"]} - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) + __doc__ = __doc__.rstrip() + collect_docs(coil=True) _scalar = False _units = "(m)" @@ -997,8 +983,11 @@ class QuadraticFlux(_Objective): """ - overwrite = {"loss_function": ""} - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", + bounds_default="``target=0``.", + loss_detail=" Note: has no effect for this objective.", + ) _scalar = False _linear = False @@ -1186,15 +1175,9 @@ class ToroidalFlux(_Objective): """ - overwrite = { - "loss_function": """ - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This function - is called on the raw compute value, before any shifting, scaling, or - normalization. Note: has no effect for this objective. - """ - } - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite) + __doc__ = __doc__.rstrip() + collect_docs( + loss_detail=" Note: has no effect for this objective." + ) _coordinates = "rtz" _units = "(Wb)" diff --git a/desc/objectives/_equilibrium.py b/desc/objectives/_equilibrium.py index 68497b230..7be04509e 100644 --- a/desc/objectives/_equilibrium.py +++ b/desc/objectives/_equilibrium.py @@ -39,7 +39,9 @@ class ForceBalance(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _equilibrium = True _coordinates = "rtz" @@ -192,7 +194,9 @@ class ForceBalanceAnisotropic(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _units = "(N)" _coordinates = "rtz" @@ -327,7 +331,9 @@ class RadialForceBalance(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _equilibrium = True _coordinates = "rtz" @@ -462,7 +468,9 @@ class HelicalForceBalance(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _equilibrium = True _coordinates = "rtz" @@ -595,7 +603,9 @@ class Energy(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _scalar = True _coordinates = "" @@ -739,7 +749,9 @@ class CurrentDensity(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _equilibrium = True _coordinates = "rtz" diff --git a/desc/objectives/_free_boundary.py b/desc/objectives/_free_boundary.py index 7892da859..569a0611e 100644 --- a/desc/objectives/_free_boundary.py +++ b/desc/objectives/_free_boundary.py @@ -49,7 +49,9 @@ class VacuumBoundaryError(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _scalar = False _linear = False @@ -363,7 +365,9 @@ class BoundaryError(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) __doc__ += """ Examples -------- @@ -798,7 +802,9 @@ class BoundaryErrorNESTOR(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _scalar = False _linear = False diff --git a/desc/objectives/_generic.py b/desc/objectives/_generic.py index 07666fd99..8e16e61cf 100644 --- a/desc/objectives/_generic.py +++ b/desc/objectives/_generic.py @@ -32,7 +32,9 @@ class GenericObjective(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _print_value_fmt = "Generic objective value: " @@ -166,7 +168,9 @@ class LinearObjectiveFromUser(_FixedObjective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _scalar = False _linear = True @@ -278,7 +282,9 @@ class ObjectiveFromUser(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) __doc__ += """ Examples -------- diff --git a/desc/objectives/_geometry.py b/desc/objectives/_geometry.py index 1ba6c8426..ae6061395 100644 --- a/desc/objectives/_geometry.py +++ b/desc/objectives/_geometry.py @@ -28,7 +28,13 @@ class AspectRatio(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=2``.", + bounds_default="``target=2``.", + normalize_detail=" Note: Has no effect for this objective.", + normalize_target_detail=" Note: Has no effect for this objective.", + loss_detail=" Note: Has no effect for this objective.", + ) _scalar = True _units = "(dimensionless)" @@ -166,7 +172,13 @@ class Elongation(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=1``.", + bounds_default="``target=1``.", + normalize_detail=" Note: Has no effect for this objective.", + normalize_target_detail=" Note: Has no effect for this objective.", + loss_detail=" Note: Has no effect for this objective.", + ) _scalar = True _units = "(dimensionless)" @@ -303,7 +315,11 @@ class Volume(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=1``.", + bounds_default="``target=1``.", + loss_detail=" Note: Has no effect for this objective.", + ) _scalar = True _units = "(m^3)" @@ -490,7 +506,10 @@ class PlasmaVesselDistance(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``bounds=(1,np.inf)``.", + bounds_default="``bounds=(1,np.inf)``.", + ) _coordinates = "rtz" _units = "(m)" @@ -806,7 +825,10 @@ class MeanCurvature(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``bounds=(-np.inf,0)``.", + bounds_default="``bounds=(-np.inf,0)``.", + ) _coordinates = "rtz" _units = "(m^-1)" @@ -943,7 +965,10 @@ class PrincipalCurvature(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=1``.", + bounds_default="``target=1``.", + ) _coordinates = "rtz" _units = "(m^-1)" @@ -1075,7 +1100,10 @@ class BScaleLength(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``bounds=(1,np.inf)``.", + bounds_default="``bounds=(1,np.inf)``.", + ) _coordinates = "rtz" _units = "(m)" @@ -1203,7 +1231,10 @@ class GoodCoordinates(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", + bounds_default="``target=0``.", + ) _scalar = False _units = "(dimensionless)" diff --git a/desc/objectives/_omnigenity.py b/desc/objectives/_omnigenity.py index fbd0cbf47..e992a970d 100644 --- a/desc/objectives/_omnigenity.py +++ b/desc/objectives/_omnigenity.py @@ -33,7 +33,9 @@ class QuasisymmetryBoozer(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _units = "(T)" _print_value_fmt = "Quasi-symmetry Boozer error: " @@ -222,7 +224,9 @@ class QuasisymmetryTwoTerm(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _coordinates = "rtz" _units = "(T^3)" @@ -384,7 +388,9 @@ class QuasisymmetryTripleProduct(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _coordinates = "rtz" _units = "(T^4/m^2)" @@ -539,7 +545,9 @@ class Omnigenity(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _coordinates = "rtz" _units = "(T)" @@ -850,7 +858,9 @@ class Isodynamicity(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _coordinates = "rtz" _units = "(dimensionless)" diff --git a/desc/objectives/_power_balance.py b/desc/objectives/_power_balance.py index c4f01dc7c..e72bcb5f1 100644 --- a/desc/objectives/_power_balance.py +++ b/desc/objectives/_power_balance.py @@ -32,7 +32,9 @@ class FusionPower(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=1e9``.", bounds_default="``target=1e9``." + ) _scalar = True _units = "(W)" @@ -194,7 +196,9 @@ class HeatingPowerISS04(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs() + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _scalar = True _units = "(W)" diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 9eba5f503..b8d23769c 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -99,7 +99,15 @@ } -def collect_docs(overwrite=None): +def collect_docs( + overwrite=None, + target_default="", + bounds_default="", + normalize_detail=None, + normalize_target_detail=None, + loss_detail=None, + coil=False, +): """Collect default parameters for the docstring of Objective. Parameters @@ -109,6 +117,19 @@ def collect_docs(overwrite=None): all default parameters are included as they are. Use this argument if you want to specify a special docstring for a specific parameter in your objective definition. + target_default : str, optional + Default value for the target parameter. + bounds_default : str, optional + Default value for the bounds parameter. + normalize_detail : str, optional + Additional information about the normalize parameter. + normalize_target_detail : str, optional + Additional information about the normalize_target parameter. + loss_detail : str, optional + Additional information about the loss function. + coil : bool, optional + Whether the objective is a coil objective. If True, adds extra docs to + target and loss_function. Returns ------- @@ -121,7 +142,35 @@ def collect_docs(overwrite=None): if overwrite is not None and key in overwrite.keys(): doc_params += overwrite[key].rstrip() else: - doc_params += docs[key].rstrip() + if key == "target": + target = "" + if coil: + target += "If array, it has to be flattened according to the " + +"number of inputs." + if target_default != "": + target += " Defaults to " + target_default + doc_params += docs[key].rstrip() + target + elif key == "bounds" and bounds_default != "": + doc_params += docs[key].rstrip() + " Defaults to " + bounds_default + elif key == "loss_function": + loss = "" + if coil: + loss = " Operates over all coils, not each individual coil." + if loss_detail is not None: + loss += loss_detail + doc_params += docs[key].rstrip() + loss + elif key == "normalize": + norm = "" + if normalize_detail is not None: + norm += normalize_detail + doc_params += docs[key].rstrip() + norm + elif key == "normalize_target": + norm_target = "" + if normalize_target_detail is not None: + norm_target = normalize_target_detail + doc_params += docs[key].rstrip() + norm_target + else: + doc_params += docs[key].rstrip() return doc_params From bd9b47f84f7537c3e46d4718975ac4b1cb2bbb36 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Sat, 28 Sep 2024 16:48:14 -0400 Subject: [PATCH 36/68] fix bug --- desc/objectives/objective_funs.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index b8d23769c..758efbb4d 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -145,13 +145,17 @@ def collect_docs( if key == "target": target = "" if coil: - target += "If array, it has to be flattened according to the " - +"number of inputs." + target += ( + "If array, it has to be flattened according to the " + + "number of inputs." + ) if target_default != "": - target += " Defaults to " + target_default + target = target + " Defaults to " + target_default doc_params += docs[key].rstrip() + target elif key == "bounds" and bounds_default != "": - doc_params += docs[key].rstrip() + " Defaults to " + bounds_default + doc_params = ( + doc_params + docs[key].rstrip() + " Defaults to " + bounds_default + ) elif key == "loss_function": loss = "" if coil: From 972c695a969cc925b7c6e97c92c89b4090eb4ab4 Mon Sep 17 00:00:00 2001 From: Philipp Jurasic Date: Mon, 30 Sep 2024 13:48:02 +0200 Subject: [PATCH 37/68] - Add test to check - Capture the regression in test_plot_boundaries behavior from 7b6b5a35bf40e41ff37600920c886a47e95b79bd --- tests/test_plotting.py | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/tests/test_plotting.py b/tests/test_plotting.py index 091c376d1..04612841b 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -516,6 +516,11 @@ def test_plot_boundaries(self): eq4 = get("ESTELL") with pytest.raises(ValueError, match="differing field periods"): fig, ax = plot_boundaries([eq3, eq4], theta=0) + _, _, data1 = plot_boundaries( + (eq1, eq2, eq3), + phi=4, + return_data=True, + ) fig, ax, data = plot_boundaries( (eq1, eq2, eq3), phi=np.linspace(0, 2 * np.pi / eq3.NFP, 4, endpoint=False), @@ -525,6 +530,12 @@ def test_plot_boundaries(self): assert "Z" in data.keys() assert len(data["R"]) == 3 assert len(data["Z"]) == 3 + assert ( + data["R"][-1].shape == data1["R"][-1].shape + ), "Passing phi as an integer or array results in different behavior" + assert ( + data["Z"][-1].shape == data1["Z"][-1].shape + ), "Passing phi as an integer or array results in different behavior" return fig From 66afc3202058a5b54e595a744a6c162fa2c7925f Mon Sep 17 00:00:00 2001 From: Philipp Jurasic Date: Mon, 30 Sep 2024 13:50:00 +0200 Subject: [PATCH 38/68] - Fix plot_boundaries skipping the last phi element when passing an array --- desc/plotting.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/desc/plotting.py b/desc/plotting.py index 180838bb4..4c0e6d497 100644 --- a/desc/plotting.py +++ b/desc/plotting.py @@ -2120,9 +2120,7 @@ def plot_boundaries( phi = (1 if eqs[-1].N == 0 else 4) if phi is None else phi if isinstance(phi, numbers.Integral): - phi = np.linspace( - 0, 2 * np.pi / eqs[-1].NFP, phi + 1 - ) # +1 to include pi and 2pi + phi = np.linspace(0, 2 * np.pi / eqs[-1].NFP, phi, endpoint=False) phi = np.atleast_1d(phi) neq = len(eqs) @@ -2173,7 +2171,7 @@ def plot_boundaries( plot_data["R"].append(R) plot_data["Z"].append(Z) - for j in range(nz - 1): + for j in range(nz): (line,) = ax.plot( R[:, -1, j], Z[:, -1, j], color=colors[i], linestyle=ls[i], lw=lw[i] ) From 6f42a118d56ea2b8e202a5330b85b33770977b02 Mon Sep 17 00:00:00 2001 From: Philipp Jurasic Date: Mon, 30 Sep 2024 14:07:35 +0200 Subject: [PATCH 39/68] - Tighten thresholds for Plotting tests - Update baseline for newly failing plotting tests --- tests/baseline/test_plot_b_mag.png | Bin 31534 -> 31691 bytes tests/baseline/test_plot_boundaries.png | Bin 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04612841b..33f3e1152 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -47,9 +47,9 @@ from desc.utils import isalmostequal from desc.vmec import VMECIO -tol_1d = 7.8 -tol_2d = 15 -tol_3d = 15 +tol_1d = 4.5 +tol_2d = 10 +tol_3d = 10 @pytest.mark.unit From 93b8b618b649d50f24d1ee862fdf728ca86db93d Mon Sep 17 00:00:00 2001 From: Philipp Jurasic Date: Mon, 30 Sep 2024 14:28:08 +0200 Subject: [PATCH 40/68] - Updated bounce1d integral plotting baseline --- tests/baseline/test_bounce1d_checks.png | Bin 65494 -> 66413 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/tests/baseline/test_bounce1d_checks.png b/tests/baseline/test_bounce1d_checks.png index e43ba54cd40de627e3856588acb4bda7e1781f46..f3927bec6171db0a6b25dfdfa9762d8ad29d5b53 100644 GIT binary patch literal 66413 zcmeFYbyOVDvo1OVLl_8w!3jD@kl=*iG9+lQAi*Ix1a}BJ5JGSb7A$yhcMlLkaJS&@ z?sl8}&bjZc_1^pct-H=z$aGJ4bye-!wQGO%b>}7iHx+kG6;kU2Z2yD zppSqv-(39cfPef>5*kh_wx&+51`Z}5c>^aqD_bY44~B3T69>l+wl*)=_}MsF;O0(F 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zjV=L86GRtvsbrWH_#Jy`ey}|m<2;|2j_M2&#S0qV+~3S-wnbEK=$+*FSHSS0>wN`W(mJXtlV{fdeULM`sb$G@;?j*-!2{p+a&Gj zcZ{4~9&Jr{ciOIZad4f0$sSpb5{SN+zLIM@@YBsiF-;C2dpb;?rt~>Yd5&*YVB3%O zXD_k;Q003u=J(B;_4oZqgsUI7E9Xq#FkOiPXhaB`^sCq1lLeXzVdf z#we%@dipX9_85|n!NgRxwduXLS1!L-)!6z5Cgmk)cD6+n`0Tkn>rQM2ZzNDMF#*Up z3bYOpVW9O8vyIx5gIackOAr|)<3`0`b(Ew3!Kik%0n|x Date: Mon, 30 Sep 2024 13:54:34 -0400 Subject: [PATCH 41/68] Update desc/objectives/objective_funs.py Co-authored-by: Kaya Unalmis --- desc/objectives/objective_funs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 758efbb4d..9a0e61be3 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -44,7 +44,7 @@ doc_weight = """ weight : {float, ndarray}, optional Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f + Must be broadcastable to Objective.dim_f """ doc_normalize = """ normalize : bool, optional From bf5c539b9d9ccc6786106559b5cfb0491fbe05b9 Mon Sep 17 00:00:00 2001 From: Yigit Gunsur Elmacioglu <102380275+YigitElma@users.noreply.github.com> Date: Mon, 30 Sep 2024 13:54:42 -0400 Subject: [PATCH 42/68] Update desc/objectives/objective_funs.py Co-authored-by: Kaya Unalmis --- desc/objectives/objective_funs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 9a0e61be3..7cf55cd92 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -64,7 +64,7 @@ """ doc_deriv_mode = """ deriv_mode : {"auto", "fwd", "rev"} - Specify how to compute jacobian matrix, either forward mode or reverse mode AD. + Specify how to compute Jacobian matrix, either forward mode or reverse mode AD. "auto" selects forward or reverse mode based on the size of the input and output of the objective. Has no effect on self.grad or self.hess which always use reverse mode and forward over reverse mode respectively. From a1b45c8353057b28a4dfc4426ce3b3ead185c80e Mon Sep 17 00:00:00 2001 From: Yigit Gunsur Elmacioglu <102380275+YigitElma@users.noreply.github.com> Date: Mon, 30 Sep 2024 13:54:50 -0400 Subject: [PATCH 43/68] Update desc/objectives/objective_funs.py Co-authored-by: Kaya Unalmis --- desc/objectives/objective_funs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 7cf55cd92..4d859982d 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -39,7 +39,7 @@ doc_bounds = """ bounds : tuple of {float, ndarray}, optional Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f + Both bounds must be broadcastable to Objective.dim_f """ doc_weight = """ weight : {float, ndarray}, optional From 966938ffde3e78bb57db15b733e8047ee7734dd2 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 30 Sep 2024 15:11:56 -0400 Subject: [PATCH 44/68] add missing info --- desc/objectives/_coils.py | 16 +++++++++++++--- desc/objectives/_geometry.py | 1 - desc/objectives/_power_balance.py | 8 ++++++-- 3 files changed, 19 insertions(+), 6 deletions(-) diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index d63f0bee3..3961fbb81 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -617,7 +617,11 @@ class CoilSetMinDistance(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(coil=True) + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``bounds=(1,np.inf)``.", + bounds_default="``bounds=(1,np.inf)``.", + coil=True, + ) _scalar = False _units = "(m)" @@ -767,7 +771,11 @@ class PlasmaCoilSetMinDistance(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(coil=True) + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``bounds=(1,np.inf)``.", + bounds_default="``bounds=(1,np.inf)``.", + coil=True, + ) _scalar = False _units = "(m)" @@ -1176,7 +1184,9 @@ class ToroidalFlux(_Objective): """ __doc__ = __doc__.rstrip() + collect_docs( - loss_detail=" Note: has no effect for this objective." + target_default="``target=eq.Psi``.", + bounds_default="``target=eq.Psi``.", + loss_detail=" Note: has no effect for this objective.", ) _coordinates = "rtz" diff --git a/desc/objectives/_geometry.py b/desc/objectives/_geometry.py index ae6061395..65fa1cf82 100644 --- a/desc/objectives/_geometry.py +++ b/desc/objectives/_geometry.py @@ -177,7 +177,6 @@ class Elongation(_Objective): bounds_default="``target=1``.", normalize_detail=" Note: Has no effect for this objective.", normalize_target_detail=" Note: Has no effect for this objective.", - loss_detail=" Note: Has no effect for this objective.", ) _scalar = True diff --git a/desc/objectives/_power_balance.py b/desc/objectives/_power_balance.py index e72bcb5f1..bc291cb8a 100644 --- a/desc/objectives/_power_balance.py +++ b/desc/objectives/_power_balance.py @@ -33,7 +33,9 @@ class FusionPower(_Objective): """ __doc__ = __doc__.rstrip() + collect_docs( - target_default="``target=1e9``.", bounds_default="``target=1e9``." + target_default="``target=1e9``.", + bounds_default="``target=1e9``.", + loss_detail=" Note: Has no effect for this objective.", ) _scalar = True @@ -197,7 +199,9 @@ class HeatingPowerISS04(_Objective): """ __doc__ = __doc__.rstrip() + collect_docs( - target_default="``target=0``.", bounds_default="``target=0``." + target_default="``target=0``.", + bounds_default="``target=0``.", + loss_detail=" Note: Has no effect for this objective.", ) _scalar = True From 85d485a889a9fd9ed8fcab3f07b6cf075a2827b2 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Mon, 30 Sep 2024 15:19:02 -0400 Subject: [PATCH 45/68] add missing info for profiles and stability --- desc/objectives/_profiles.py | 12 ++++++++++-- desc/objectives/_stability.py | 6 +++++- 2 files changed, 15 insertions(+), 3 deletions(-) diff --git a/desc/objectives/_profiles.py b/desc/objectives/_profiles.py index 97885aebf..0d0a522e4 100644 --- a/desc/objectives/_profiles.py +++ b/desc/objectives/_profiles.py @@ -174,7 +174,11 @@ class RotationalTransform(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(overwrite=profile_overwrite) + __doc__ = __doc__.rstrip() + collect_docs( + overwrite=profile_overwrite, + normalize_detail=" Note: Has no effect for this objective.", + normalize_target_detail=" Note: Has no effect for this objective.", + ) _coordinates = "r" _units = "(dimensionless)" @@ -318,7 +322,11 @@ class Shear(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(overwrite=profile_overwrite) + __doc__ = __doc__.rstrip() + collect_docs( + overwrite=profile_overwrite, + normalize_detail=" Note: Has no effect for this objective.", + normalize_target_detail=" Note: Has no effect for this objective.", + ) _coordinates = "r" _units = "(dimensionless)" diff --git a/desc/objectives/_stability.py b/desc/objectives/_stability.py index 8f0b30e6b..02da27459 100644 --- a/desc/objectives/_stability.py +++ b/desc/objectives/_stability.py @@ -208,7 +208,11 @@ class MagneticWell(_Objective): """ - __doc__ = __doc__.rstrip() + collect_docs(overwrite=overwrite_stability) + __doc__ = __doc__.rstrip() + collect_docs( + overwrite=overwrite_stability, + normalize_detail=" Note: Has no effect for this objective.", + normalize_target_detail=" Note: Has no effect for this objective.", + ) _coordinates = "r" _units = "(dimensionless)" From 1e3141b9ef093eec2b0261f1a674aca0a85027c4 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Mon, 30 Sep 2024 16:37:11 -0400 Subject: [PATCH 46/68] Update rules for chunking jacobian --- desc/objectives/objective_funs.py | 48 +++++++++++++++---------------- 1 file changed, 24 insertions(+), 24 deletions(-) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 9cdfb61c2..88ae520e4 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -113,14 +113,6 @@ def __init__( self._compiled = False self._name = name - def _set_derivatives(self): - """Choose derivative mode based on mode of sub-objectives.""" - if self._deriv_mode == "auto": - if all((obj._deriv_mode == "fwd") for obj in self.objectives): - self._deriv_mode = "batched" - else: - self._deriv_mode = "blocked" - def _unjit(self): """Remove jit compiled methods.""" methods = [ @@ -178,12 +170,20 @@ def build(self, use_jit=None, verbose=1): else: self._scalar = False - self._set_derivatives() + self._set_things() + + # setting derivative mode and chunking. + errorif( + isposint(self._jac_chunk_size) and self._deriv_mode in ["auto", "blocked"], + ValueError, + "'jac_chunk_size' was passed into ObjectiveFunction, but the " + "ObjectiveFunction is not using 'batched' deriv_mode", + ) sub_obj_jac_chunk_sizes_are_ints = [ isposint(obj._jac_chunk_size) for obj in self.objectives ] errorif( - any(sub_obj_jac_chunk_sizes_are_ints) and self._deriv_mode != "blocked", + any(sub_obj_jac_chunk_sizes_are_ints) and self._deriv_mode == "batched", ValueError, "'jac_chunk_size' was passed into one or more sub-objectives, but the" " ObjectiveFunction is using 'batched' deriv_mode, so sub-objective " @@ -192,21 +192,12 @@ def build(self, use_jit=None, verbose=1): " Specify 'blocked' deriv_mode if each sub-objective is desired to have a " "different 'jac_chunk_size' for its Jacobian computation.", ) - errorif( - self._jac_chunk_size not in ["auto", None] - and self._deriv_mode == "blocked", - ValueError, - "'jac_chunk_size' was passed into ObjectiveFunction, but the " - "ObjectiveFunction is using 'blocked' deriv_mode, so sub-objective " - "'jac_chunk_size' are used to compute each sub-objective's Jacobian, " - "`ignoring the ObjectiveFunction's 'jac_chunk_size'.", - ) - - if not self.use_jit: - self._unjit() - self._set_things() - self._built = True + if self._deriv_mode == "auto": + if all((obj._deriv_mode == "fwd") for obj in self.objectives): + self._deriv_mode = "batched" + else: + self._deriv_mode = "blocked" if self._jac_chunk_size == "auto": # Heuristic estimates of fwd mode Jacobian memory usage, @@ -218,6 +209,15 @@ def build(self, use_jit=None, verbose=1): * self.dim_x ) self._jac_chunk_size = max([1, max_chunk_size]) + if self._deriv_mode == "blocked": + for obj in self.objectives: + if obj._jac_chunk_size is None: + obj._jac_chunk_size = self._jac_chunk_size + + if not self.use_jit: + self._unjit() + + self._built = True timer.stop("Objective build") if verbose > 1: From 6887f91f0eb5ef29d73e9855e5806cb80fc894b0 Mon Sep 17 00:00:00 2001 From: Felicia Yi Date: Mon, 30 Sep 2024 18:11:16 -0400 Subject: [PATCH 47/68] - - None - - - - --- desc/objectives/_free_boundary.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/desc/objectives/_free_boundary.py b/desc/objectives/_free_boundary.py index cd75899f4..504f29d65 100644 --- a/desc/objectives/_free_boundary.py +++ b/desc/objectives/_free_boundary.py @@ -63,7 +63,7 @@ class VacuumBoundaryError(_Objective): "auto" selects forward or reverse mode based on the size of the input and output of the objective. Has no effect on self.grad or self.hess which always use reverse mode and forward over reverse mode respectively. - grid : Grid, optional + eval_grid : Grid, optional Collocation grid containing the nodes to evaluate error at. Should be at rho=1. Defaults to ``LinearGrid(M=eq.M_grid, N=eq.N_grid)`` field_grid : Grid, optional @@ -104,7 +104,7 @@ def __init__( normalize_target=True, loss_function=None, deriv_mode="auto", - grid=None, + eval_grid=None, field_grid=None, field_fixed=False, name="Vacuum boundary error", @@ -112,7 +112,7 @@ def __init__( ): if target is None and bounds is None: target = 0 - self._grid = grid + self._eval_grid = eval_grid self._eq = eq self._field = field self._field_grid = field_grid @@ -146,12 +146,12 @@ def build(self, use_jit=True, verbose=1): """ eq = self.things[0] - if self._grid is None: + if self._eval_grid is None: grid = LinearGrid( rho=np.array([1.0]), M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP, sym=False ) else: - grid = self._grid + grid = self._eval_grid pres = np.max(np.abs(eq.compute("p")["p"])) curr = np.max(np.abs(eq.compute("current")["current"])) From 0cd11a7895bc82ba4e523c52d049b5cdff609637 Mon Sep 17 00:00:00 2001 From: Felicia Yi Date: Mon, 30 Sep 2024 20:48:03 -0400 Subject: [PATCH 48/68] edits --- desc/objectives/_free_boundary.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/desc/objectives/_free_boundary.py b/desc/objectives/_free_boundary.py index 504f29d65..b49bc560c 100644 --- a/desc/objectives/_free_boundary.py +++ b/desc/objectives/_free_boundary.py @@ -109,7 +109,11 @@ def __init__( field_fixed=False, name="Vacuum boundary error", jac_chunk_size=None, + **kwargs, ): + self._eval_grid = self.parse_argname_change( + eval_grid, kwargs, "grid", "eval_grid" + ) if target is None and bounds is None: target = 0 self._eval_grid = eval_grid From 8635c0f89b5c9276c0e00ad40a2514f4b10fddee Mon Sep 17 00:00:00 2001 From: Felicia Yi Date: Mon, 30 Sep 2024 22:13:43 -0400 Subject: [PATCH 49/68] fixed syntax error --- desc/objectives/_free_boundary.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/desc/objectives/_free_boundary.py b/desc/objectives/_free_boundary.py index b49bc560c..35229ad6c 100644 --- a/desc/objectives/_free_boundary.py +++ b/desc/objectives/_free_boundary.py @@ -12,7 +12,7 @@ from desc.integrals import DFTInterpolator, FFTInterpolator, virtual_casing_biot_savart from desc.nestor import Nestor from desc.objectives.objective_funs import _Objective -from desc.utils import PRINT_WIDTH, Timer, errorif, warnif +from desc.utils import PRINT_WIDTH, Timer, errorif, parse_argname_change, warnif from .normalization import compute_scaling_factors @@ -111,9 +111,7 @@ def __init__( jac_chunk_size=None, **kwargs, ): - self._eval_grid = self.parse_argname_change( - eval_grid, kwargs, "grid", "eval_grid" - ) + self._eval_grid = parse_argname_change(eval_grid, kwargs, "grid", "eval_grid") if target is None and bounds is None: target = 0 self._eval_grid = eval_grid From 7b01b7a211e1e3c45ff4b325fd460be31c8f49ff Mon Sep 17 00:00:00 2001 From: daniel-dudt Date: Tue, 1 Oct 2024 12:52:45 -0400 Subject: [PATCH 50/68] fix bug in QuasisymmetryBoozer.dim_f --- desc/objectives/_omnigenity.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/desc/objectives/_omnigenity.py b/desc/objectives/_omnigenity.py index 415716c2e..b720608b4 100644 --- a/desc/objectives/_omnigenity.py +++ b/desc/objectives/_omnigenity.py @@ -163,7 +163,7 @@ def build(self, use_jit=True, verbose=1): M_booz=M_booz, N_booz=N_booz, ) - matrix, modes, idx = ptolemy_linear_transform( + matrix, _, idx = ptolemy_linear_transform( transforms["B"].basis.modes, helicity=self.helicity, NFP=transforms["B"].basis.NFP, @@ -180,7 +180,7 @@ def build(self, use_jit=True, verbose=1): if verbose > 1: timer.disp("Precomputing transforms") - self._dim_f = idx.size + self._dim_f = idx.size * grid.num_rho if self._normalize: scales = compute_scaling_factors(eq) From 04121b18905630a1b91bb9be206b1d04fd2793f9 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Tue, 1 Oct 2024 15:27:11 -0400 Subject: [PATCH 51/68] Allow accessing dim_f during objective build --- desc/objectives/objective_funs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 88ae520e4..ae1e29420 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -799,7 +799,7 @@ def dim_x(self): @property def dim_f(self): """int: Number of objective equations.""" - if not self.built: + if not hasattr(self, "_dim_f"): raise RuntimeError("ObjectiveFunction must be built first.") return self._dim_f From 3e3a07086b61db366afc0ba184589e376fc21839 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Tue, 1 Oct 2024 16:02:44 -0400 Subject: [PATCH 52/68] Use compatible deriv mode if jac_chunk_size is specified in getters --- desc/objectives/getters.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/desc/objectives/getters.py b/desc/objectives/getters.py index 727c6f183..7d4772a8b 100644 --- a/desc/objectives/getters.py +++ b/desc/objectives/getters.py @@ -1,6 +1,6 @@ """Utilities for getting standard groups of objectives and constraints.""" -from desc.utils import flatten_list, is_any_instance, unique_list +from desc.utils import flatten_list, is_any_instance, isposint, unique_list from ._equilibrium import Energy, ForceBalance, HelicalForceBalance, RadialForceBalance from .linear_objectives import ( @@ -86,7 +86,10 @@ def get_equilibrium_objective(eq, mode="force", normalize=True, jac_chunk_size=" objectives = (RadialForceBalance(**kwargs), HelicalForceBalance(**kwargs)) else: raise ValueError("got an unknown equilibrium objective type '{}'".format(mode)) - return ObjectiveFunction(objectives, jac_chunk_size=jac_chunk_size) + deriv_mode = "batched" if isposint(jac_chunk_size) else "auto" + return ObjectiveFunction( + objectives, jac_chunk_size=jac_chunk_size, deriv_mode=deriv_mode + ) def get_fixed_axis_constraints(eq, profiles=True, normalize=True): From fdd93363bbd7dfd7f9b55d8845ec06b3f879d213 Mon Sep 17 00:00:00 2001 From: Felicia Yi Date: Tue, 1 Oct 2024 17:29:26 -0400 Subject: [PATCH 53/68] syntax error --- desc/objectives/_free_boundary.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/desc/objectives/_free_boundary.py b/desc/objectives/_free_boundary.py index 35229ad6c..5752f730f 100644 --- a/desc/objectives/_free_boundary.py +++ b/desc/objectives/_free_boundary.py @@ -111,7 +111,7 @@ def __init__( jac_chunk_size=None, **kwargs, ): - self._eval_grid = parse_argname_change(eval_grid, kwargs, "grid", "eval_grid") + eval_grid = parse_argname_change(eval_grid, kwargs, "grid", "eval_grid") if target is None and bounds is None: target = 0 self._eval_grid = eval_grid From 195753d8e79a30cce748bc645fd640b4eddbfe89 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Tue, 1 Oct 2024 20:52:16 -0400 Subject: [PATCH 54/68] Update tests for new chunking rules --- tests/test_examples.py | 1 + tests/test_objective_funs.py | 7 +++++-- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/tests/test_examples.py b/tests/test_examples.py index 53fb6479b..93c700b36 100644 --- a/tests/test_examples.py +++ b/tests/test_examples.py @@ -1043,6 +1043,7 @@ def test_freeb_vacuum(): objective = ObjectiveFunction( VacuumBoundaryError(eq=eq, field=ext_field, field_fixed=True), jac_chunk_size=1000, + deriv_mode="batched", ) eq, _ = eq.optimize( objective, diff --git a/tests/test_objective_funs.py b/tests/test_objective_funs.py index cfbf09090..0413a6492 100644 --- a/tests/test_objective_funs.py +++ b/tests/test_objective_funs.py @@ -1323,6 +1323,7 @@ def test_derivative_modes(): AspectRatio(eq), ], deriv_mode="batched", + jac_chunk_size="auto", use_jit=False, ) obj2 = ObjectiveFunction( @@ -1332,13 +1333,15 @@ def test_derivative_modes(): AspectRatio(eq, jac_chunk_size=None), ], deriv_mode="blocked", + jac_chunk_size="auto", use_jit=False, ) obj1.build() obj2.build() # check that default size works for blocked - assert obj2.objectives[1]._jac_chunk_size is None - assert obj2.objectives[2]._jac_chunk_size is None + assert obj2.objectives[0]._jac_chunk_size == 2 + assert obj2.objectives[1]._jac_chunk_size > 0 + assert obj2.objectives[2]._jac_chunk_size > 0 # hard to say what size auto will give, just check it is >0 assert obj1._jac_chunk_size > 0 obj3.build() From 5c2674362190bfda1099bdec0d83430d8ba2615b Mon Sep 17 00:00:00 2001 From: YigitElma Date: Wed, 2 Oct 2024 13:28:08 -0400 Subject: [PATCH 55/68] remove loss details for QuadraticFlux --- desc/objectives/_coils.py | 1 - 1 file changed, 1 deletion(-) diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index 3961fbb81..9d6267e53 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -994,7 +994,6 @@ class QuadraticFlux(_Objective): __doc__ = __doc__.rstrip() + collect_docs( target_default="``target=0``.", bounds_default="``target=0``.", - loss_detail=" Note: has no effect for this objective.", ) _scalar = False From 3b8ec45736318e315e173be9e9f43b7588b90825 Mon Sep 17 00:00:00 2001 From: Dario Panici Date: Wed, 2 Oct 2024 18:13:54 -0400 Subject: [PATCH 56/68] add options to plot 3d without any axis visible --- desc/plotting.py | 68 +++++++++++++++++++++++++++++++++++++----- tests/test_plotting.py | 44 ++++++++++++++++++++++++++- 2 files changed, 104 insertions(+), 8 deletions(-) diff --git a/desc/plotting.py b/desc/plotting.py index b3c8fdeb1..7487f63da 100644 --- a/desc/plotting.py +++ b/desc/plotting.py @@ -864,7 +864,15 @@ def plot_3d( * ``cmap``: string denoting colormap to use. * ``levels``: array of data values where ticks on colorbar should be placed. * ``alpha``: float in [0,1.0], the transparency of the plotted surface - * ``showscale``: Bool, whether or not to show the colorbar. True by default + * ``showscale``: Bool, whether or not to show the colorbar. True by default. + * ``showgrid``: Bool, whether or not to show the coordinate grid lines. + True by default. + * ``showticklabels``: Bool, whether or not to show the coordinate tick labels. + True by default. + * ``showaxislabels``: Bool, whether or not to show the coordinate axis labels. + True by default. + * ``zeroline``: Bool, whether or not to show the zero coordinate axis lines. + True by default. * ``field``: MagneticField, a magnetic field with which to calculate Bn on the surface, must be provided if Bn is entered as the variable to plot. * ``field_grid``: MagneticField, a Grid to pass to the field as a source grid @@ -956,6 +964,10 @@ def plot_3d( data = data.reshape((grid.num_theta, grid.num_rho, grid.num_zeta), order="F") label = r"$\mathbf{B} \cdot \hat{n} ~(\mathrm{T})$" + showgrid = kwargs.pop("showgrid", True) + zeroline = kwargs.pop("zeroline", True) + showticklabels = kwargs.pop("showticklabels", True) + showaxislabels = kwargs.pop("showaxislabels", True) errorif( len(kwargs) != 0, ValueError, @@ -1024,30 +1036,48 @@ def plot_3d( if fig is None: fig = go.Figure() fig.add_trace(meshdata) + xaxis_title = ( + LatexNodes2Text().latex_to_text(_AXIS_LABELS_XYZ[0]) if showaxislabels else "" + ) + yaxis_title = ( + LatexNodes2Text().latex_to_text(_AXIS_LABELS_XYZ[1]) if showaxislabels else "" + ) + zaxis_title = ( + LatexNodes2Text().latex_to_text(_AXIS_LABELS_XYZ[2]) if showaxislabels else "" + ) fig.update_layout( scene=dict( - xaxis_title=LatexNodes2Text().latex_to_text(_AXIS_LABELS_XYZ[0]), - yaxis_title=LatexNodes2Text().latex_to_text(_AXIS_LABELS_XYZ[1]), - zaxis_title=LatexNodes2Text().latex_to_text(_AXIS_LABELS_XYZ[2]), + xaxis_title=xaxis_title, + yaxis_title=yaxis_title, + zaxis_title=zaxis_title, aspectmode="data", xaxis=dict( backgroundcolor="white", gridcolor="darkgrey", showbackground=False, zerolinecolor="darkgrey", + showgrid=showgrid, + zeroline=zeroline, + showticklabels=showticklabels, ), yaxis=dict( backgroundcolor="white", gridcolor="darkgrey", showbackground=False, zerolinecolor="darkgrey", + showgrid=showgrid, + zeroline=zeroline, + showticklabels=showticklabels, ), zaxis=dict( backgroundcolor="white", gridcolor="darkgrey", showbackground=False, zerolinecolor="darkgrey", + showgrid=showgrid, + zeroline=zeroline, + showticklabels=showticklabels, ), ), width=figsize[0] * dpi, @@ -2416,6 +2446,14 @@ def plot_coils(coils, grid=None, fig=None, return_data=False, **kwargs): * ``lw``: float, linewidth of plotted coils * ``ls``: str, linestyle of plotted coils * ``color``: str, color of plotted coils + * ``showgrid``: Bool, whether or not to show the coordinate grid lines. + True by default. + * ``showticklabels``: Bool, whether or not to show the coordinate tick labels. + True by default. + * ``showaxislabels``: Bool, whether or not to show the coordinate axis labels. + True by default. + * ``zeroline``: Bool, whether or not to show the zero coordinate axis lines. + True by default. Returns ------- @@ -2430,6 +2468,10 @@ def plot_coils(coils, grid=None, fig=None, return_data=False, **kwargs): figsize = kwargs.pop("figsize", (10, 10)) color = kwargs.pop("color", "black") unique = kwargs.pop("unique", False) + showgrid = kwargs.pop("showgrid", True) + zeroline = kwargs.pop("zeroline", True) + showticklabels = kwargs.pop("showticklabels", True) + showaxislabels = kwargs.pop("showaxislabels", True) errorif( len(kwargs) != 0, ValueError, @@ -2497,28 +2539,40 @@ def flatten_coils(coilset): ) fig.add_trace(trace) + xaxis_title = "X (m)" if showaxislabels else "" + yaxis_title = "Y (m)" if showaxislabels else "" + zaxis_title = "Z (m)" if showaxislabels else "" fig.update_layout( scene=dict( - xaxis_title="X (m)", - yaxis_title="Y (m)", - zaxis_title="Z (m)", + xaxis_title=xaxis_title, + yaxis_title=yaxis_title, + zaxis_title=zaxis_title, xaxis=dict( backgroundcolor="white", gridcolor="darkgrey", showbackground=False, zerolinecolor="darkgrey", + showgrid=showgrid, + zeroline=zeroline, + showticklabels=showticklabels, ), yaxis=dict( backgroundcolor="white", gridcolor="darkgrey", showbackground=False, zerolinecolor="darkgrey", + showgrid=showgrid, + zeroline=zeroline, + showticklabels=showticklabels, ), zaxis=dict( backgroundcolor="white", gridcolor="darkgrey", showbackground=False, zerolinecolor="darkgrey", + showgrid=showgrid, + zeroline=zeroline, + showticklabels=showticklabels, ), aspectmode="data", ), diff --git a/tests/test_plotting.py b/tests/test_plotting.py index 6048a7d60..d02883523 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -284,7 +284,15 @@ def test_3d_rt(self): def test_plot_3d_surface(self): """Test 3d plotting of surface object.""" surf = FourierRZToroidalSurface() - fig = plot_3d(surf, "curvature_H_rho") + fig = plot_3d( + surf, + "curvature_H_rho", + showgrid=False, + showscale=False, + zeroline=False, + showticklabels=False, + showaxislabels=False, + ) return fig @pytest.mark.unit @@ -840,6 +848,40 @@ def flatten_coils(coilset): return fig +@pytest.mark.unit +def test_plot_coils_no_grid(): + """Test 3d plotting of coils with currents without any gridlines.""" + N = 48 + NFP = 4 + I = 1 + coil = FourierXYZCoil() + coil.rotate(angle=np.pi / N) + coils = CoilSet.linspaced_angular(coil, I, [0, 0, 1], np.pi / NFP, N // NFP // 2) + with pytest.raises(ValueError, match="Expected `coils`"): + plot_coils("not a coil") + fig, data = plot_coils( + coils, + unique=True, + return_data=True, + showgrid=False, + zeroline=False, + showticklabels=False, + showaxislabels=False, + ) + + def flatten_coils(coilset): + if hasattr(coilset, "__len__"): + return [a for i in coilset for a in flatten_coils(i)] + else: + return [coilset] + + coil_list = flatten_coils(coils) + for string in ["X", "Y", "Z"]: + assert string in data.keys() + assert len(data[string]) == len(coil_list) + return fig + + @pytest.mark.unit @pytest.mark.mpl_image_compare(remove_text=True, tolerance=tol_1d) def test_plot_b_mag(): From b7a0558d5a8514a2ac9db008961159e47c925ed5 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Wed, 2 Oct 2024 22:40:55 -0400 Subject: [PATCH 57/68] Update desc/objectives/objective_funs.py Co-authored-by: Yigit Gunsur Elmacioglu <102380275+YigitElma@users.noreply.github.com> --- desc/objectives/objective_funs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index ae1e29420..e66bfdbde 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -186,7 +186,7 @@ def build(self, use_jit=None, verbose=1): any(sub_obj_jac_chunk_sizes_are_ints) and self._deriv_mode == "batched", ValueError, "'jac_chunk_size' was passed into one or more sub-objectives, but the" - " ObjectiveFunction is using 'batched' deriv_mode, so sub-objective " + " ObjectiveFunction is using 'batched' deriv_mode, so sub-objective " "'jac_chunk_size' will be ignored in favor of the ObjectiveFunction's " f"'jac_chunk_size' of {self._jac_chunk_size}." " Specify 'blocked' deriv_mode if each sub-objective is desired to have a " From e506d80bc83a9e3a1071e1ac5d8bb6dc77aa212d Mon Sep 17 00:00:00 2001 From: Dario Panici Date: Fri, 4 Oct 2024 12:42:15 -0400 Subject: [PATCH 58/68] pin jax version temporarily --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 227f95eac..0e1223279 100644 --- a/requirements.txt +++ b/requirements.txt @@ -2,7 +2,7 @@ colorama diffrax >= 0.4.1 h5py >= 3.0.0, < 4.0 interpax >= 0.3.3 -jax[cpu] >= 0.3.2, < 0.5.0 +jax[cpu] >= 0.3.2, < 0.4.34 matplotlib >= 3.5.0, < 4.0.0 mpmath >= 1.0.0, < 2.0 netcdf4 >= 1.5.4, < 2.0 From ec60a82e3fb96a942799fbd81be7098bf3fc5536 Mon Sep 17 00:00:00 2001 From: YigitElma Date: Fri, 4 Oct 2024 15:52:34 -0400 Subject: [PATCH 59/68] update contributing.rst --- docs/adding_objectives.rst | 46 +++++++++----------------------------- 1 file changed, 10 insertions(+), 36 deletions(-) diff --git a/docs/adding_objectives.rst b/docs/adding_objectives.rst index 31192c991..2fa3028ba 100644 --- a/docs/adding_objectives.rst +++ b/docs/adding_objectives.rst @@ -47,42 +47,16 @@ A full example objective with comments describing the key points is given below: ---------- eq : Equilibrium Equilibrium that will be optimized to satisfy the Objective. - target : {float, ndarray}, optional - Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. - bounds : tuple of {float, ndarray}, optional - Lower and upper bounds on the objective. Overrides target. - Both bounds must be broadcastable to to Objective.dim_f - weight : {float, ndarray}, optional - Weighting to apply to the Objective, relative to other Objectives. - Must be broadcastable to to Objective.dim_f - normalize : bool, optional - Whether to compute the error in physical units or non-dimensionalize. - normalize_target : bool, optional - Whether target and bounds should be normalized before comparing to computed - values. If `normalize` is `True` and the target is in physical units, - this should also be set to True. - loss_function : {None, 'mean', 'min', 'max'}, optional - Loss function to apply to the objective values once computed. This loss function - is called on the raw compute value, before any shifting, scaling, or - normalization. grid : Grid, optional Collocation grid containing the nodes to evaluate at. - name : str, optional - Name of the objective function. - jac_chunk_size : int or "auto", optional - Will calculate the Jacobian for this objective ``jac_chunk_size`` - columns at a time, instead of all at once. The memory usage of the - Jacobian calculation is roughly ``memory usage = m0 + m1*jac_chunk_size``: - the smaller the chunk size, the less memory the Jacobian calculation - will require (with some baseline memory usage). The time to compute the - Jacobian is roughly ``t=t0 +t1/jac_chunk_size``, so the larger the - ``jac_chunk_size``, the faster the calculation takes, at the cost of - requiring more memory. A ``jac_chunk_size`` of 1 corresponds to the least - memory intensive, but slowest method of calculating the Jacobian. - If None, it will use the largest possible size. """ + # Most of the documentation is shared among all objectives, so we just inherit + # the docstring from the base class and add a few details specific to this objective. + # See the documentation of `collect_docs` for more details. + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", bounds_default="``target=0``." + ) _coordinates = "rtz" # What coordinates is this objective a function of, with r=rho, t=theta, z=zeta? # i.e. if only a profile, it is "r" , while if all 3 coordinates it is "rtz" @@ -229,12 +203,12 @@ you will have to manually convert these vectors using the geometry utility funct ``rpz2xyz`` and/or ``rpz2xyz_vec``. See the ``PlasmaVesselDistance`` objective for an example of this. -Adapting Existing Objectives with Different Loss Funtions ---------------------------------------------------------- +Adapting Existing Objectives with Different Loss Functions +---------------------------------------------------------- If your desired objective is already implemented in DESC, but not in the correct form, -a few different loss functions are available through the the ``loss_function`` kwarg -when instantiating an Objective objective to modify the objective cost in order to adapt +a few different loss functions are available through the ``loss_function`` kwarg +when instantiating an Objective, to modify the objective cost in order to adapt the objective to your desired purpose. For example, the DESC ``RotationalTransform`` objective with ``target=iota_target`` by default forms the residual by taking the target and subtracting it from the profile at the points in the grid, resulting in a residual From e9ed032885afd04ca9b7ef8f58b2ddb4e306c7f6 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Wed, 9 Oct 2024 18:34:42 -0400 Subject: [PATCH 60/68] Allow coil._compute_position to also compute tangent vector --- desc/coils.py | 108 ++++++++++++++++++++++++++++++++++++-------------- 1 file changed, 79 insertions(+), 29 deletions(-) diff --git a/desc/coils.py b/desc/coils.py index be954c115..c58fe9742 100644 --- a/desc/coils.py +++ b/desc/coils.py @@ -17,7 +17,7 @@ vmap, ) from desc.compute import get_params, rpz2xyz, rpz2xyz_vec, xyz2rpz, xyz2rpz_vec -from desc.compute.geom_utils import reflection_matrix +from desc.compute.geom_utils import reflection_matrix, rotation_matrix from desc.compute.utils import _compute as compute_fun from desc.geometry import ( FourierPlanarCurve, @@ -245,7 +245,7 @@ def num_coils(self): """int: Number of coils.""" return 1 - def _compute_position(self, params=None, grid=None, **kwargs): + def _compute_position(self, params=None, grid=None, dx1=False, **kwargs): """Compute coil positions accounting for stellarator symmetry. Parameters @@ -255,18 +255,31 @@ def _compute_position(self, params=None, grid=None, **kwargs): grid : Grid or int, optional Grid of coordinates to evaluate at. Defaults to a Linear grid. If an integer, uses that many equally spaced points. + dx1 : bool + If True, also return dx/ds for the curve. Returns ------- x : ndarray, shape(len(self),source_grid.num_nodes,3) Coil positions, in [R,phi,Z] or [X,Y,Z] coordinates. + x_s : ndarray, shape(len(self),source_grid.num_nodes,3) + Coil position derivatives, in [R,phi,Z] or [X,Y,Z] coordinates. + Only returned if dx1=True. """ - x = self.compute("x", grid=grid, params=params, **kwargs)["x"] - x = jnp.transpose(jnp.atleast_3d(x), [2, 0, 1]) # shape=(1,num_nodes,3) - basis = kwargs.pop("basis", "xyz") + kwargs.setdefault("basis", "xyz") + keys = ["x", "x_s"] if dx1 else ["x"] + data = self.compute(keys, grid=grid, params=params, **kwargs) + x = jnp.transpose(jnp.atleast_3d(data["x"]), [2, 0, 1]) # shape=(1,num_nodes,3) + if dx1: + x_s = jnp.transpose( + jnp.atleast_3d(data["x_s"]), [2, 0, 1] + ) # shape=(1,num_nodes,3) + basis = kwargs.get("basis", "xyz") if basis.lower() == "rpz": x = x.at[:, :, 1].set(jnp.mod(x[:, :, 1], 2 * jnp.pi)) + if dx1: + return x, x_s return x def _compute_A_or_B( @@ -1359,7 +1372,7 @@ def flip(self, *args, **kwargs): """Flip the coils across a plane.""" [coil.flip(*args, **kwargs) for coil in self.coils] - def _compute_position(self, params=None, grid=None, **kwargs): + def _compute_position(self, params=None, grid=None, dx1=False, **kwargs): """Compute coil positions accounting for stellarator symmetry. Parameters @@ -1369,25 +1382,37 @@ def _compute_position(self, params=None, grid=None, **kwargs): grid : Grid or int, optional Grid of coordinates to evaluate at. Defaults to a Linear grid. If an integer, uses that many equally spaced points. + dx1 : bool + If True, also return dx/ds for each curve. Returns ------- x : ndarray, shape(len(self),source_grid.num_nodes,3) Coil positions, in [R,phi,Z] or [X,Y,Z] coordinates. + x_s : ndarray, shape(len(self),source_grid.num_nodes,3) + Coil position derivatives, in [R,phi,Z] or [X,Y,Z] coordinates. + Only returned if dx1=True. """ basis = kwargs.pop("basis", "xyz") + keys = ["x"] + if dx1: + keys += ["x_s"] if params is None: - params = [get_params("x", coil, basis=basis) for coil in self] - data = self.compute("x", grid=grid, params=params, basis=basis, **kwargs) + params = [get_params(keys, coil, basis=basis) for coil in self] + data = self.compute(keys, grid=grid, params=params, basis=basis, **kwargs) data = tree_leaves(data, is_leaf=lambda x: isinstance(x, dict)) x = jnp.dstack([d["x"].T for d in data]).T # shape=(ncoils,num_nodes,3) - + if dx1: + x_s = jnp.dstack([d["x_s"].T for d in data]).T # shape=(ncoils,num_nodes,3) # stellarator symmetry is easiest in [X,Y,Z] coordinates - if basis.lower() == "rpz": - xyz = rpz2xyz(x) - else: - xyz = x + xyz = rpz2xyz(x) if basis.lower() == "rpz" else x + if dx1: + xyz_s = ( + rpz2xyz_vec(x_s, xyz[:, :, 0], xyz[:, :, 1]) + if basis.lower() == "rpz" + else x_s + ) # if stellarator symmetric, add reflected coils from the other half field period if self.sym: @@ -1396,25 +1421,43 @@ def _compute_position(self, params=None, grid=None, **kwargs): ) xyz_sym = xyz @ reflection_matrix(normal).T @ reflection_matrix([0, 0, 1]).T xyz = jnp.vstack((xyz, jnp.flipud(xyz_sym))) + if dx1: + xyz_s_sym = ( + xyz_s @ reflection_matrix(normal).T @ reflection_matrix([0, 0, 1]).T + ) + xyz_s = jnp.vstack((xyz_s, jnp.flipud(xyz_s_sym))) # field period rotation is easiest in [R,phi,Z] coordinates rpz = xyz2rpz(xyz) + if dx1: + rpz_s = xyz2rpz_vec(xyz_s, xyz[:, :, 0], xyz[:, :, 1]) # if field period symmetry, add rotated coils from other field periods - if self.NFP > 1: - rpz0 = rpz + rpz0 = rpz + for k in range(1, self.NFP): + rpz = jnp.vstack((rpz, rpz0 + jnp.array([0, 2 * jnp.pi * k / self.NFP, 0]))) + if dx1: + rpz_s0 = rpz_s for k in range(1, self.NFP): - rpz = jnp.vstack( - (rpz, rpz0 + jnp.array([0, 2 * jnp.pi * k / self.NFP, 0])) + rpz_s = jnp.vstack( + ( + rpz_s, + rpz_s0 + @ rotation_matrix([0, 0, 1], 2 * jnp.pi * k / self.NFP).T, + ) ) # ensure phi in [0, 2pi) rpz = rpz.at[:, :, 1].set(jnp.mod(rpz[:, :, 1], 2 * jnp.pi)) - if basis.lower() == "xyz": - x = rpz2xyz(rpz) - else: - x = rpz + x = rpz2xyz(rpz) if basis.lower() == "xyz" else rpz + if dx1: + x_s = ( + rpz2xyz_vec(rpz_s, phi=rpz[:, :, 1]) + if basis.lower() == "xyz" + else rpz_s + ) + return x, x_s return x def _compute_A_or_B( @@ -2307,7 +2350,7 @@ def compute( ) ] - def _compute_position(self, params=None, grid=None, **kwargs): + def _compute_position(self, params=None, grid=None, dx1=False, **kwargs): """Compute coil positions accounting for stellarator symmetry. Parameters @@ -2318,11 +2361,16 @@ def _compute_position(self, params=None, grid=None, **kwargs): Grid of coordinates to evaluate at. Defaults to a Linear grid. If an integer, uses that many equally spaced points. If array-like, should be 1 value per coil. + dx1 : bool + If True, also return dx/ds for each curve. Returns ------- x : ndarray, shape(len(self),source_grid.num_nodes,3) Coil positions, in [R,phi,Z] or [X,Y,Z] coordinates. + x_s : ndarray, shape(len(self),source_grid.num_nodes,3) + Coil position derivatives, in [R,phi,Z] or [X,Y,Z] coordinates. + Only returned if dx1=True. """ errorif( @@ -2331,15 +2379,17 @@ def _compute_position(self, params=None, grid=None, **kwargs): "grid must be supplied to MixedCoilSet._compute_position, since the " + "default grid for each coil could have a different number of nodes.", ) + kwargs.setdefault("basis", "xyz") params = self._make_arraylike(params) grid = self._make_arraylike(grid) - x = jnp.vstack( - [ - coil._compute_position(par, grd, **kwargs) - for coil, par, grd in zip(self.coils, params, grid) - ] - ) - return x + out = [] + for coil, par, grd in zip(self.coils, params, grid): + out.append(coil._compute_position(par, grd, dx1, **kwargs)) + if dx1: + x = jnp.vstack([foo[0] for foo in out]) + x_s = jnp.vstack([foo[1] for foo in out]) + return x, x_s + return jnp.vstack(out) def _compute_A_or_B( self, From 077aae2827b85820f15f01a45b3d598be946dc43 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Wed, 9 Oct 2024 18:35:10 -0400 Subject: [PATCH 61/68] Add calculation of linking number --- desc/coils.py | 45 ++++++++++++++++++++++++++++++++++++++++++++- tests/test_coils.py | 23 +++++++++++++++++++++++ 2 files changed, 67 insertions(+), 1 deletion(-) diff --git a/desc/coils.py b/desc/coils.py index c58fe9742..c9bbc890f 100644 --- a/desc/coils.py +++ b/desc/coils.py @@ -1,5 +1,6 @@ """Classes for magnetic field coils.""" +import functools import numbers from abc import ABC from collections.abc import MutableSequence @@ -28,7 +29,7 @@ from desc.grid import LinearGrid from desc.magnetic_fields import _MagneticField from desc.optimizable import Optimizable, OptimizableCollection, optimizable_parameter -from desc.utils import equals, errorif, flatten_list, safenorm, warnif +from desc.utils import cross, dot, equals, errorif, flatten_list, safenorm, warnif @jit @@ -1460,6 +1461,33 @@ def _compute_position(self, params=None, grid=None, dx1=False, **kwargs): return x, x_s return x + def _compute_linking_number(self, params=None, grid=None): + """Calculate linking numbers for coils in the coilset. + + Parameters + ---------- + params : dict or array-like of dict, optional + Parameters to pass to coils, either the same for all coils or one for each. + grid : Grid or int, optional + Grid of coordinates to evaluate at. Defaults to a Linear grid. + If an integer, uses that many equally spaced points. + + Returns + ------- + link : ndarray, shape(num_coils, num_coils) + Linking number of each coil with each other coil. link=0 means they are not + linked, +/- 1 means the coils link each other in one direction or another. + + """ + if grid is None: + grid = LinearGrid(N=50) + dx = grid.spacing[:, 2] + x, x_s = self._compute_position(params, grid, dx1=True, basis="xyz") + link = _linking_number( + x[:, None], x[None, :], x_s[:, None], x_s[None, :], dx, dx + ) + return link / (4 * jnp.pi) + def _compute_A_or_B( self, coords, @@ -2845,3 +2873,18 @@ def flatten_coils(coilset): if ignore_groups: cset = cls(*flatten_coils(cset), check_intersection=check_intersection) return cset + + +@functools.partial(jnp.vectorize, signature="(m,3),(n,3),(m,3),(n,3),(m),(n)->()") +def _linking_number(x1, x2, x1_s, x2_s, dx1, dx2): + """Linking number between curves x1 and x2 with tangents x1_s, x2_s.""" + x1_s *= dx1[:, None] + x2_s *= dx2[:, None] + dx = x1[:, None, :] - x2[None, :, :] # shape(m,n,3) + dx_norm = safenorm(dx, axis=-1) # shape(m,n) + den = dx_norm**3 + dr1xdr2 = cross(x1_s[:, None, :], x2_s[None, :, :], axis=-1) # shape(m,n,3) + num = dot(dx, dr1xdr2, axis=-1) # shape(m,n) + small = dx_norm < jnp.finfo(x1.dtype).eps + ratio = jnp.where(small, 0.0, num / jnp.where(small, 1.0, den)) + return ratio.sum() diff --git a/tests/test_coils.py b/tests/test_coils.py index 71127660d..0b62f1e64 100644 --- a/tests/test_coils.py +++ b/tests/test_coils.py @@ -1282,3 +1282,26 @@ def test_repr(): coils.name = "MyCoils" assert "MyCoils" in str(coils) + + +@pytest.mark.unit +def test_linking_number(): + """Test calculation of linking number.""" + coil = FourierPlanarCoil(center=[10, 1, 0]) + grid = LinearGrid(N=25) + # regular modular coilset from symmetry, so that there are 10 coils, half going + # one way and half going the other way + coilset = CoilSet.from_symmetry(coil, NFP=5, sym=True) + coil2 = FourierRZCoil() + # add a coil along the axis that links all the other coils + coilset2 = MixedCoilSet(coilset, coil2) + link = coilset2._compute_linking_number(grid=grid) + + # modular coils don't link each other + np.testing.assert_allclose(link[:-1, :-1], 0, atol=1e-14) + # axis coil doesn't link itself + np.testing.assert_allclose(link[-1, -1], 0, atol=1e-14) + # we expect the axis coil to link all the modular coils, with alternating sign + # due to alternating orientation of the coils due to symmetry. + expected = [1, -1] * 5 + np.testing.assert_allclose(link[-1, :-1], expected, rtol=1e-3) From 49e950259842cfe0e0f2e0142b5752f327fa236b Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Thu, 10 Oct 2024 22:03:42 -0400 Subject: [PATCH 62/68] Add linking number objective --- desc/objectives/__init__.py | 1 + desc/objectives/_coils.py | 113 +++++++++++++++++++++++++++++++++++ docs/api.rst | 1 + docs/api_objectives.rst | 1 + tests/test_objective_funs.py | 38 +++++++++++- 5 files changed, 152 insertions(+), 2 deletions(-) diff --git a/desc/objectives/__init__.py b/desc/objectives/__init__.py index 1504dbdd7..00c959582 100644 --- a/desc/objectives/__init__.py +++ b/desc/objectives/__init__.py @@ -5,6 +5,7 @@ CoilCurrentLength, CoilCurvature, CoilLength, + CoilSetLinkingNumber, CoilSetMinDistance, CoilTorsion, PlasmaCoilSetMinDistance, diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index 9d6267e53..a42e96cdb 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -1362,3 +1362,116 @@ def compute(self, field_params=None, constants=None): ) return Psi + + +class CoilSetLinkingNumber(_Objective): + """Prevents coils from becoming interlinked. + + The linking number of 2 curves is (approximately) 0 if they are not linked, and + (approximately) +/-1 if they are (with the sign indicating the helicity of the + linking). + + This objective returns a single value for each coil in the coilset, with that number + being the sum of the absolute value of the linking numbers of that coil with every + other coil in the coilset, approximating the number of other coils that are linked + + Parameters + ---------- + coil : CoilSet + Coil(s) that are to be optimized. + grid : Grid, list, optional + Collocation grid used to discretize each coil. Defaults to + ``LinearGrid(N=50)`` + + """ + + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", + bounds_default="``target=0``.", + coil=True, + ) + + _scalar = False + _units = "(dimensionless)" + _print_value_fmt = "Coil linking number: " + + def __init__( + self, + coil, + grid=None, + target=None, + bounds=None, + weight=1, + normalize=True, + normalize_target=True, + loss_function=None, + deriv_mode="auto", + jac_chunk_size=None, + name="coil-coil linking number", + ): + from desc.coils import CoilSet + + if target is None and bounds is None: + target = 0 + self._grid = grid + errorif( + not isinstance(coil, CoilSet), + ValueError, + "coil must be of type CoilSet, not an individual Coil", + ) + super().__init__( + things=coil, + target=target, + bounds=bounds, + weight=weight, + normalize=normalize, + normalize_target=normalize_target, + loss_function=loss_function, + deriv_mode=deriv_mode, + jac_chunk_size=jac_chunk_size, + name=name, + ) + + def build(self, use_jit=True, verbose=1): + """Build constant arrays. + + Parameters + ---------- + use_jit : bool, optional + Whether to just-in-time compile the objective and derivatives. + verbose : int, optional + Level of output. + + """ + coilset = self.things[0] + grid = self._grid or LinearGrid(N=50) + + self._dim_f = coilset.num_coils + self._constants = {"coilset": coilset, "grid": grid, "quad_weights": 1.0} + + super().build(use_jit=use_jit, verbose=verbose) + + def compute(self, params, constants=None): + """Compute minimum distances between coils. + + Parameters + ---------- + params : dict + Dictionary of coilset degrees of freedom, eg CoilSet.params_dict + constants : dict + Dictionary of constant data, eg transforms, profiles etc. + Defaults to self._constants. + + Returns + ------- + f : array of floats + Minimum distance to another coil for each coil in the coilset. + + """ + if constants is None: + constants = self.constants + link = constants["coilset"]._compute_linking_number( + params=params, grid=constants["grid"] + ) + + return jnp.abs(link).sum(axis=0) diff --git a/docs/api.rst b/docs/api.rst index 02c7cc8c7..85c201396 100644 --- a/docs/api.rst +++ b/docs/api.rst @@ -163,6 +163,7 @@ Objective Functions desc.objectives.CoilCurrentLength desc.objectives.CoilCurvature desc.objectives.CoilLength + desc.objectives.CoilSetLinkingNumber desc.objectives.CoilSetMinDistance desc.objectives.CoilTorsion desc.objectives.CurrentDensity diff --git a/docs/api_objectives.rst b/docs/api_objectives.rst index 273892aab..2a7c443c2 100644 --- a/docs/api_objectives.rst +++ b/docs/api_objectives.rst @@ -100,6 +100,7 @@ Coil Optimization desc.objectives.CoilLength desc.objectives.CoilCurvature desc.objectives.CoilTorsion + desc.objectives.CoilSetLinkingNumber desc.objectives.CoilSetMinDistance desc.objectives.PlasmaCoilSetMinDistance desc.objectives.CoilCurrentLength diff --git a/tests/test_objective_funs.py b/tests/test_objective_funs.py index 1c842bd11..4f2bf4980 100644 --- a/tests/test_objective_funs.py +++ b/tests/test_objective_funs.py @@ -44,6 +44,7 @@ CoilCurrentLength, CoilCurvature, CoilLength, + CoilSetLinkingNumber, CoilSetMinDistance, CoilTorsion, Elongation, @@ -1194,6 +1195,25 @@ def test(eq, field, correct_value, rtol=1e-14, grid=None): # test on field with no vector potential test(eq, PoloidalMagneticField(1, 1, 1), 0.0) + @pytest.mark.unit + def test_coil_linking_number(self): + """Test for linking number objective.""" + coil = FourierPlanarCoil(center=[10, 1, 0]) + # regular modular coilset from symmetry, so that there are 10 coils, half going + # one way and half going the other way + coilset = CoilSet.from_symmetry(coil, NFP=5, sym=True) + coil2 = FourierRZCoil() + # add a coil along the axis that links all the other coils + coilset2 = MixedCoilSet(coilset, coil2) + + obj = CoilSetLinkingNumber(coilset2) + obj.build() + out = obj.compute_scaled_error(coilset2.params_dict) + # the modular coils all link 1 other coil (the axis) + # while the axis links all 10 modular coils + expected = np.array([1] * 10 + [10]) + np.testing.assert_allclose(out, expected, rtol=1e-3) + @pytest.mark.unit def test_signed_plasma_vessel_distance(self): """Test calculation of signed distance from plasma to vessel.""" @@ -2607,7 +2627,14 @@ def test_compute_scalar_resolution_others(self, objective): @pytest.mark.regression @pytest.mark.parametrize( "objective", - [CoilLength, CoilTorsion, CoilCurvature, CoilCurrentLength, CoilSetMinDistance], + [ + CoilLength, + CoilTorsion, + CoilCurvature, + CoilCurrentLength, + CoilSetMinDistance, + CoilSetLinkingNumber, + ], ) def test_compute_scalar_resolution_coils(self, objective): """Coil objectives.""" @@ -2834,7 +2861,14 @@ def test_objective_no_nangrad(self, objective): @pytest.mark.unit @pytest.mark.parametrize( "objective", - [CoilLength, CoilTorsion, CoilCurvature, CoilCurrentLength, CoilSetMinDistance], + [ + CoilLength, + CoilTorsion, + CoilCurvature, + CoilCurrentLength, + CoilSetMinDistance, + CoilSetLinkingNumber, + ], ) def test_objective_no_nangrad_coils(self, objective): """Coil objectives.""" From 4172027d81d274b734e04f77ff2a2c74ee5d3289 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Thu, 10 Oct 2024 22:38:29 -0400 Subject: [PATCH 63/68] Fix scalar resolution and nangrad tests --- tests/test_objective_funs.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/tests/test_objective_funs.py b/tests/test_objective_funs.py index 4f2bf4980..fccfaae38 100644 --- a/tests/test_objective_funs.py +++ b/tests/test_objective_funs.py @@ -2265,6 +2265,7 @@ class TestComputeScalarResolution: CoilCurrentLength, CoilCurvature, CoilLength, + CoilSetLinkingNumber, CoilSetMinDistance, CoilTorsion, FusionPower, @@ -2670,6 +2671,7 @@ class TestObjectiveNaNGrad: CoilLength, CoilCurrentLength, CoilCurvature, + CoilSetLinkingNumber, CoilSetMinDistance, CoilTorsion, ForceBalanceAnisotropic, From 03b683417c49504b3a6377b526fdcf82d157c54d Mon Sep 17 00:00:00 2001 From: Dario Panici Date: Sun, 13 Oct 2024 16:10:24 -0400 Subject: [PATCH 64/68] update docstring --- desc/objectives/_coils.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index a42e96cdb..77c53ad05 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -1452,7 +1452,7 @@ def build(self, use_jit=True, verbose=1): super().build(use_jit=use_jit, verbose=verbose) def compute(self, params, constants=None): - """Compute minimum distances between coils. + """Compute linking numbers between coils. Parameters ---------- @@ -1465,7 +1465,9 @@ def compute(self, params, constants=None): Returns ------- f : array of floats - Minimum distance to another coil for each coil in the coilset. + For each coil, the sum of the absolute value of the linking numbers between + that coil and every other coil in the coilset, which approximates the + number of coils linked with that coil. """ if constants is None: From 31a5ba091c89bcc806737889ec9a91183be43fb1 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Mon, 14 Oct 2024 16:57:54 -0400 Subject: [PATCH 65/68] Fix typos --- desc/coils.py | 4 +--- desc/objectives/_coils.py | 2 +- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/desc/coils.py b/desc/coils.py index c9bbc890f..40930e88b 100644 --- a/desc/coils.py +++ b/desc/coils.py @@ -1396,9 +1396,7 @@ def _compute_position(self, params=None, grid=None, dx1=False, **kwargs): """ basis = kwargs.pop("basis", "xyz") - keys = ["x"] - if dx1: - keys += ["x_s"] + keys = ["x", "x_s"] if dx1 else ["x"] if params is None: params = [get_params(keys, coil, basis=basis) for coil in self] data = self.compute(keys, grid=grid, params=params, basis=basis, **kwargs) diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index 77c53ad05..d8b68604e 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -1367,7 +1367,7 @@ def compute(self, field_params=None, constants=None): class CoilSetLinkingNumber(_Objective): """Prevents coils from becoming interlinked. - The linking number of 2 curves is (approximately) 0 if they are not linked, and + The linking number of 2 curves is (approximately) 0 if they are not linked, and (approximately) +/-1 if they are (with the sign indicating the helicity of the linking). From 817b45c975f1c492295965e07ee0ec565dfb77c2 Mon Sep 17 00:00:00 2001 From: Rory Conlin Date: Mon, 14 Oct 2024 16:58:17 -0400 Subject: [PATCH 66/68] Fix rotation of tangent vectors --- desc/coils.py | 12 ++---------- tests/test_coils.py | 2 +- 2 files changed, 3 insertions(+), 11 deletions(-) diff --git a/desc/coils.py b/desc/coils.py index 40930e88b..ea0da348a 100644 --- a/desc/coils.py +++ b/desc/coils.py @@ -18,7 +18,7 @@ vmap, ) from desc.compute import get_params, rpz2xyz, rpz2xyz_vec, xyz2rpz, xyz2rpz_vec -from desc.compute.geom_utils import reflection_matrix, rotation_matrix +from desc.compute.geom_utils import reflection_matrix from desc.compute.utils import _compute as compute_fun from desc.geometry import ( FourierPlanarCurve, @@ -1436,15 +1436,7 @@ def _compute_position(self, params=None, grid=None, dx1=False, **kwargs): for k in range(1, self.NFP): rpz = jnp.vstack((rpz, rpz0 + jnp.array([0, 2 * jnp.pi * k / self.NFP, 0]))) if dx1: - rpz_s0 = rpz_s - for k in range(1, self.NFP): - rpz_s = jnp.vstack( - ( - rpz_s, - rpz_s0 - @ rotation_matrix([0, 0, 1], 2 * jnp.pi * k / self.NFP).T, - ) - ) + rpz_s = jnp.tile(rpz_s, (self.NFP, 1, 1)) # ensure phi in [0, 2pi) rpz = rpz.at[:, :, 1].set(jnp.mod(rpz[:, :, 1], 2 * jnp.pi)) diff --git a/tests/test_coils.py b/tests/test_coils.py index 0b62f1e64..368a2fd12 100644 --- a/tests/test_coils.py +++ b/tests/test_coils.py @@ -1291,7 +1291,7 @@ def test_linking_number(): grid = LinearGrid(N=25) # regular modular coilset from symmetry, so that there are 10 coils, half going # one way and half going the other way - coilset = CoilSet.from_symmetry(coil, NFP=5, sym=True) + coilset = CoilSet(coil, NFP=5, sym=True) coil2 = FourierRZCoil() # add a coil along the axis that links all the other coils coilset2 = MixedCoilSet(coilset, coil2) From 0af7ff96d6aab7560265286fcf0f7675b99185a8 Mon Sep 17 00:00:00 2001 From: Dario Panici Date: Tue, 15 Oct 2024 13:51:32 -0400 Subject: [PATCH 67/68] add reference to from_qp_model --- desc/geometry/surface.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/desc/geometry/surface.py b/desc/geometry/surface.py index 2f74200aa..9bfa51267 100644 --- a/desc/geometry/surface.py +++ b/desc/geometry/surface.py @@ -350,6 +350,8 @@ def from_qp_model( ): """Create a surface from a near-axis model for quasi-poloidal symmetry. + Model is based off of section III of Goodman et. al. [1]_ + Parameters ---------- major_radius : float @@ -376,6 +378,11 @@ def from_qp_model( surface : FourierRZToroidalSurface Surface with given geometric properties. + References + ---------- + .. [1] Goodman, Alan, et al. "Constructing Precisely Quasi-Isodynamic + Magnetic Fields." Journal of Plasma Physics 89.5 (2023): 905890504. + """ assert mirror_ratio <= 1 a = major_radius * np.sqrt(elongation) / aspect_ratio # major axis From 9d89c4055d0accecf0700daafa2f484cbdae3c32 Mon Sep 17 00:00:00 2001 From: Dario Panici Date: Tue, 15 Oct 2024 14:18:26 -0400 Subject: [PATCH 68/68] fix doc syntax --- desc/geometry/surface.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/desc/geometry/surface.py b/desc/geometry/surface.py index 9bfa51267..817eee4a1 100644 --- a/desc/geometry/surface.py +++ b/desc/geometry/surface.py @@ -381,7 +381,7 @@ def from_qp_model( References ---------- .. [1] Goodman, Alan, et al. "Constructing Precisely Quasi-Isodynamic - Magnetic Fields." Journal of Plasma Physics 89.5 (2023): 905890504. + Magnetic Fields." Journal of Plasma Physics 89.5 (2023): 905890504. """ assert mirror_ratio <= 1