diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index 1379485e74..06bf52a7e5 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -74,6 +74,7 @@ jobs: source .venv-${{ matrix.python-version }}/bin/activate python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt + pip install matplotlib==3.9.2 - name: Benchmark with pytest-benchmark (PR) if: env.has_changes == 'true' diff --git a/.github/workflows/cache_dependencies.yml b/.github/workflows/cache_dependencies.yml index 661cec4df1..dd648d78f4 100644 --- a/.github/workflows/cache_dependencies.yml +++ b/.github/workflows/cache_dependencies.yml @@ -41,7 +41,7 @@ jobs: source .venv-${{ matrix.python-version }}/bin/activate python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt - pip install matplotlib==3.7.2 + pip install matplotlib==3.9.2 - name: Cache Python environment id: cache-env diff --git a/.github/workflows/changelog_update.yml b/.github/workflows/changelog_update.yml index c3b1691be6..78ca014c42 100644 --- a/.github/workflows/changelog_update.yml +++ b/.github/workflows/changelog_update.yml @@ -28,7 +28,7 @@ jobs: - uses: actions/checkout@v4 - if: ${{ !contains(github.event.pull_request.labels.*.name, 'skip_changelog') && env.has_changes == 'true'}} - uses: danieljimeneznz/ensure-files-changed@v4.1.0 + uses: danieljimeneznz/ensure-files-changed@v4.1.1 with: require-changes-to: | CHANGELOG.md diff --git a/.github/workflows/jax_tests.yml b/.github/workflows/jax_tests.yml index 8e6c0da5a8..9749dc42a8 100644 --- a/.github/workflows/jax_tests.yml +++ b/.github/workflows/jax_tests.yml @@ -35,7 +35,6 @@ jobs: sed -i '1i\jax[cpu] == ${{ matrix.jax-version }}' ./requirements.txt cat ./requirements.txt pip install -r ./devtools/dev-requirements.txt - pip install matplotlib==3.7.2 - name: Verify dependencies run: | python --version diff --git a/.github/workflows/notebook_tests.yml b/.github/workflows/notebook_tests.yml index 1ceccb8ac1..78cd39f905 100644 --- a/.github/workflows/notebook_tests.yml +++ b/.github/workflows/notebook_tests.yml @@ -67,7 +67,7 @@ jobs: source .venv-${{ matrix.python-version }}/bin/activate python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt - pip install matplotlib==3.7.2 + pip install matplotlib==3.9.2 - name: Test notebooks with pytest and nbmake if: env.has_changes == 'true' diff --git a/.github/workflows/regression_tests.yml b/.github/workflows/regression_tests.yml index ed13617be4..540fc2ab48 100644 --- a/.github/workflows/regression_tests.yml +++ b/.github/workflows/regression_tests.yml @@ -66,7 +66,7 @@ jobs: source .venv-${{ matrix.python-version }}/bin/activate python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt - pip install matplotlib==3.7.2 + pip install matplotlib==3.9.2 - name: Set Swap Space if: env.has_changes == 'true' diff --git a/.github/workflows/unit_tests.yml b/.github/workflows/unit_tests.yml index 54075f0892..1ce8b55c7a 100644 --- a/.github/workflows/unit_tests.yml +++ b/.github/workflows/unit_tests.yml @@ -72,7 +72,7 @@ jobs: source .venv-${{ matrix.combos.python_version }}/bin/activate python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt - pip install matplotlib==3.7.2 + pip install matplotlib==3.9.2 - name: Set Swap Space if: env.has_changes == 'true' diff --git a/.github/workflows/weekly_tests.yml b/.github/workflows/weekly_tests.yml index 2fb309bd8a..b1ac1e5614 100644 --- a/.github/workflows/weekly_tests.yml +++ b/.github/workflows/weekly_tests.yml @@ -26,6 +26,7 @@ jobs: run: | python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt + pip install matplotlib==3.9.2 - name: Set Swap Space uses: pierotofy/set-swap-space@master with: diff --git a/CHANGELOG.md b/CHANGELOG.md index 648541bfe2..2a307ff0f1 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -11,7 +11,7 @@ Minor Changes Bug Fixes - Fixes bug that occurs when taking the gradient of ``root`` and ``root_scalar`` with newer versions of JAX (>=0.4.34) and unpins the JAX version - +- Changes ``FixLambdaGauge`` constraint to now enforce zero flux surface average for lambda, instead of enforcing lambda(rho,0,0)=0 as it was incorrectly doing before. v0.12.3 ------- diff --git a/desc/backend.py b/desc/backend.py index 17f866871b..9ecb95460d 100644 --- a/desc/backend.py +++ b/desc/backend.py @@ -65,7 +65,7 @@ ) ) -if use_jax: # noqa: C901 - FIXME: simplify this, define globally and then assign? +if use_jax: # noqa: C901 from jax import custom_jvp, jit, vmap imap = jax.lax.map diff --git a/desc/basis.py b/desc/basis.py index 6dc88c5e66..fac612c723 100644 --- a/desc/basis.py +++ b/desc/basis.py @@ -1098,13 +1098,13 @@ def evaluate( if not len(modes): return np.array([]).reshape((len(nodes), 0)) - # TODO: avoid duplicate calculations when mixing derivatives + # TODO(#1243): avoid duplicate calculations when mixing derivatives r, t, z = nodes.T l, m, n = modes.T lm = modes[:, :2] if unique: - # TODO: can avoid this here by using grid.unique_idx etc + # TODO(#1243): can avoid this here by using grid.unique_idx etc # and adding unique_modes attributes to basis _, ridx, routidx = np.unique( r, return_index=True, return_inverse=True, axis=0 @@ -1364,7 +1364,6 @@ def polyval_vec(p, x, prec=None): def _polyval_exact(p, x, prec): p = np.atleast_2d(p) x = np.atleast_1d(x).flatten() - # TODO: possibly multithread this bit mpmath.mp.dps = prec y = np.array([np.asarray(mpmath.polyval(list(pi), x)) for pi in p]) return y.astype(float) @@ -1440,7 +1439,9 @@ def zernike_radial_coeffs(l, m, exact=True): # hence they are all integers. So, we can use exact arithmetic with integer # division instead of floating point division. # [1]https://en.wikipedia.org/wiki/Zernike_polynomials#Other_representations - coeffs[ii, s] = ((-1) ** ((ll - s) // 2) * factorial((ll + s) // 2)) // ( + coeffs[ii, s] = ( + int((-1) ** ((ll - s) // 2)) * factorial((ll + s) // 2) + ) // ( factorial((ll - s) // 2) * factorial((s + mm) // 2) * factorial((s - mm) // 2) diff --git a/desc/batching.py b/desc/batching.py index 129ef7ec38..ec45b29aa5 100644 --- a/desc/batching.py +++ b/desc/batching.py @@ -102,7 +102,6 @@ def f_(carry, x): return res_append -# TODO in_axes a la vmap? def _scanmap(fun, scan_fun, argnums=0): """A helper function to wrap f with a scan_fun.""" diff --git a/desc/coils.py b/desc/coils.py index ea0da348a5..dcf4eaf344 100644 --- a/desc/coils.py +++ b/desc/coils.py @@ -1633,7 +1633,14 @@ def compute_magnetic_vector_potential( @classmethod def linspaced_angular( - cls, coil, current=None, axis=[0, 0, 1], angle=2 * np.pi, n=10, endpoint=False + cls, + coil, + current=None, + axis=[0, 0, 1], + angle=2 * np.pi, + n=10, + endpoint=False, + check_intersection=True, ): """Create a CoilSet by repeating a coil at equal spacing around the torus. @@ -1651,6 +1658,8 @@ def linspaced_angular( Number of copies of original coil. endpoint : bool Whether to include a coil at final rotation angle. Default = False. + check_intersection : bool + whether to check the resulting coilsets for intersecting coils. """ assert isinstance(coil, _Coil) and not isinstance(coil, CoilSet) @@ -1664,11 +1673,17 @@ def linspaced_angular( coili.rotate(axis=axis, angle=phi[i]) coili.current = currents[i] coils.append(coili) - return cls(*coils) + return cls(*coils, check_intersection=check_intersection) @classmethod def linspaced_linear( - cls, coil, current=None, displacement=[2, 0, 0], n=4, endpoint=False + cls, + coil, + current=None, + displacement=[2, 0, 0], + n=4, + endpoint=False, + check_intersection=True, ): """Create a CoilSet by repeating a coil at equal spacing in a straight line. @@ -1685,6 +1700,8 @@ def linspaced_linear( Number of copies of original coil. endpoint : bool Whether to include a coil at final displacement location. Default = False. + check_intersection : bool + whether to check the resulting coilsets for intersecting coils. """ assert isinstance(coil, _Coil) and not isinstance(coil, CoilSet) @@ -1699,10 +1716,10 @@ def linspaced_linear( coili.translate(a[i] * displacement) coili.current = currents[i] coils.append(coili) - return cls(*coils) + return cls(*coils, check_intersection=check_intersection) @classmethod - def from_symmetry(cls, coils, NFP=1, sym=False): + def from_symmetry(cls, coils, NFP=1, sym=False, check_intersection=True): """Create a coil group by reflection and symmetry. Given coils over one field period, repeat coils NFP times between @@ -1721,6 +1738,8 @@ def from_symmetry(cls, coils, NFP=1, sym=False): sym : bool (optional) Whether to enforce stellarator symmetry. If True, the coils will be duplicated 2*NFP times. Default = False. + check_intersection : bool + whether to check the resulting coilsets for intersecting coils. Returns ------- @@ -1763,7 +1782,7 @@ def from_symmetry(cls, coils, NFP=1, sym=False): rotated_coils.rotate(axis=[0, 0, 1], angle=2 * jnp.pi * k / NFP) coilset += rotated_coils - return cls(*coilset) + return cls(*coilset, check_intersection=check_intersection) @classmethod def from_makegrid_coilfile(cls, coil_file, method="cubic", check_intersection=True): @@ -1901,8 +1920,8 @@ def save_in_makegrid_format(self, coilsFilename, NFP=None, grid=None): if None, will default to the coil compute functions's default grid """ - # TODO: name each group based off of CoilSet name? - # TODO: have CoilGroup be automatically assigned based off of + # TODO(#1376): name each group based off of CoilSet name? + # TODO(#1376): have CoilGroup be automatically assigned based off of # CoilSet if current coilset is a collection of coilsets? NFP = 1 if NFP is None else NFP @@ -2697,7 +2716,7 @@ def insert(self, i, new_item): self._coils.insert(i, new_item) @classmethod - def from_makegrid_coilfile( # noqa: C901 - FIXME: simplify this + def from_makegrid_coilfile( # noqa: C901 cls, coil_file, method="cubic", ignore_groups=False, check_intersection=True ): """Create a MixedCoilSet of SplineXYZCoils from a MAKEGRID coil txtfile. diff --git a/desc/compute/_geometry.py b/desc/compute/_geometry.py index 662413501b..1884f3e67b 100644 --- a/desc/compute/_geometry.py +++ b/desc/compute/_geometry.py @@ -194,7 +194,7 @@ def _A_of_z(params, transforms, profiles, data, **kwargs): data=["Z", "n_rho", "e_theta|r,p", "rho"], parameterization=["desc.geometry.surface.FourierRZToroidalSurface"], resolution_requirement="rt", # just need max(rho) near 1 - # FIXME: Add source grid requirement once omega is nonzero. + # TODO(#568): Add source grid requirement once omega is nonzero. ) def _A_of_z_FourierRZToroidalSurface(params, transforms, profiles, data, **kwargs): # Denote any vector v = [vᴿ, v^ϕ, vᶻ] with a tuple of its contravariant components. @@ -213,7 +213,7 @@ def _A_of_z_FourierRZToroidalSurface(params, transforms, profiles, data, **kwarg line_integrals( transforms["grid"], data["Z"] * n[:, 2] * safenorm(data["e_theta|r,p"], axis=-1), - # FIXME: Works currently for omega = zero, but for nonzero omega + # TODO(#568): Works currently for omega = zero, but for nonzero omega # we need to integrate over theta at constant phi. # Should be simple once we have coordinate mapping and source grid # logic from GitHub pull request #1024. @@ -449,7 +449,7 @@ def _perimeter_of_z(params, transforms, profiles, data, **kwargs): line_integrals( transforms["grid"], safenorm(data["e_theta|r,p"], axis=-1), - # FIXME: Works currently for omega = zero, but for nonzero omega + # TODO(#568): Works currently for omega = zero, but for nonzero omega # we need to integrate over theta at constant phi. # Should be simple once we have coordinate mapping and source grid # logic from GitHub pull request #1024. diff --git a/desc/compute/_omnigenity.py b/desc/compute/_omnigenity.py index 6027b244e9..2be5a7836d 100644 --- a/desc/compute/_omnigenity.py +++ b/desc/compute/_omnigenity.py @@ -49,7 +49,7 @@ def fitfun(x): return data -# TODO: do math to change definition of nu so that we can just use B_zeta_mn here +# TODO (#568): do math to change definition of nu so that we can just use B_zeta_mn here @register_compute_fun( name="B_phi_mn", label="B_{\\phi, m, n}", @@ -65,7 +65,7 @@ def fitfun(x): data=["B_phi|r,t"], resolution_requirement="tz", grid_requirement={"is_meshgrid": True}, - aliases="B_zeta_mn", # TODO: remove when phi != zeta + aliases="B_zeta_mn", # TODO(#568): remove when phi != zeta M_booz="int: Maximum poloidal mode number for Boozer harmonics. Default 2*eq.M", N_booz="int: Maximum toroidal mode number for Boozer harmonics. Default 2*eq.N", ) diff --git a/desc/compute/_profiles.py b/desc/compute/_profiles.py index 65bca54b59..f2fde0c158 100644 --- a/desc/compute/_profiles.py +++ b/desc/compute/_profiles.py @@ -1378,7 +1378,7 @@ def _iota_num_rrr(params, transforms, profiles, data, **kwargs): - beta * data["sqrt(g)_rrr"], data["sqrt(g)"], ), - # Todo: axis limit of beta_rrr + # TODO(#587): axis limit of beta_rrr # Computed with four applications of l’Hôpital’s rule. # Requires sqrt(g)_rrrr and fourth derivatives of basis vectors. jnp.nan, @@ -1656,7 +1656,7 @@ def _iota_den_rrr(params, transforms, profiles, data, **kwargs): - gamma * data["sqrt(g)_rrr"], data["sqrt(g)"], ), - # Todo: axis limit + # TODO(#587): axis limit # Computed with four applications of l’Hôpital’s rule. # Requires sqrt(g)_rrrr and fourth derivatives of basis vectors. jnp.nan, @@ -1713,7 +1713,7 @@ def _q(params, transforms, profiles, data, **kwargs): return data -# TODO: add K(rho,theta,zeta)*grad(rho) term +# TODO (#1381): add K(rho,theta,zeta)*grad(rho) term @register_compute_fun( name="I", label="I", diff --git a/desc/compute/_stability.py b/desc/compute/_stability.py index fc773674ec..5f7f4c60d1 100644 --- a/desc/compute/_stability.py +++ b/desc/compute/_stability.py @@ -76,7 +76,7 @@ def _D_current(params, transforms, profiles, data, **kwargs): / data["|grad(psi)|"] ** 3 * dot(Xi, data["B"]) ), - # Todo: implement equivalent of equation 4.3 in desc coordinates + # TODO(#671): implement equivalent of equation 4.3 in desc coordinates jnp.nan, ) ) diff --git a/desc/compute/_surface.py b/desc/compute/_surface.py index d37f82337e..8ee685c2bd 100644 --- a/desc/compute/_surface.py +++ b/desc/compute/_surface.py @@ -3,7 +3,7 @@ from .data_index import register_compute_fun from .geom_utils import rpz2xyz -# TODO: review when zeta no longer equals phi +# TODO(#568): review when zeta no longer equals phi @register_compute_fun( @@ -27,7 +27,7 @@ def _x_FourierRZToroidalSurface(params, transforms, profiles, data, **kwargs): R = transforms["R"].transform(params["R_lmn"]) Z = transforms["Z"].transform(params["Z_lmn"]) - # TODO: change when zeta no longer equals phi + # TODO(#568): change when zeta no longer equals phi phi = transforms["grid"].nodes[:, 2] coords = jnp.stack([R, phi, Z], axis=1) # default basis for "x" is rpz, the conversion will be done diff --git a/desc/continuation.py b/desc/continuation.py index b5274171fe..b4f1ef0e4d 100644 --- a/desc/continuation.py +++ b/desc/continuation.py @@ -748,7 +748,6 @@ def solve_continuation( # noqa: C901 if len(deltas) > 0: if verbose > 0: print("Perturbing equilibrium") - # TODO: pass Jx if available eqp = eqfam[ii - 1].copy() objective_i = get_equilibrium_objective( eq=eqp, mode=objective, jac_chunk_size=jac_chunk_size diff --git a/desc/equilibrium/coords.py b/desc/equilibrium/coords.py index d217a51f07..186049a2f9 100644 --- a/desc/equilibrium/coords.py +++ b/desc/equilibrium/coords.py @@ -107,7 +107,7 @@ def map_coordinates( # noqa: C901 profiles = get_profiles(inbasis + basis_derivs, eq) - # TODO: make this work for permutations of in/out basis + # TODO (#1382): make this work for permutations of in/out basis if outbasis == ("rho", "theta", "zeta"): if inbasis == ("rho", "alpha", "zeta"): if "iota" in kwargs: @@ -286,7 +286,7 @@ def _distance_body(i, idx): return yg[idx] -# TODO: decide later whether to assume given phi instead of zeta. +# TODO(#568): decide later whether to assume given phi instead of zeta. def _map_PEST_coordinates( coords, L_lmn, @@ -395,7 +395,7 @@ def fixup(x, *args): return out -# TODO: decide later whether to assume given phi instead of zeta. +# TODO(#568): decide later whether to assume given phi instead of zeta. def _map_clebsch_coordinates( coords, iota, @@ -766,7 +766,7 @@ def get_rtz_grid( return desc_grid -# TODO: deprecated, remove eventually +# TODO(#1383): deprecated, remove eventually def compute_theta_coords( eq, flux_coords, L_lmn=None, tol=1e-6, maxiter=20, full_output=False, **kwargs ): diff --git a/desc/equilibrium/equilibrium.py b/desc/equilibrium/equilibrium.py index db4d506607..4f5600dddf 100644 --- a/desc/equilibrium/equilibrium.py +++ b/desc/equilibrium/equilibrium.py @@ -1443,7 +1443,6 @@ def axis(self, new): @property def spectral_indexing(self): """str: Type of indexing used for the spectral basis.""" - # TODO: allow this to change? return self._spectral_indexing @property @@ -1972,8 +1971,6 @@ def from_near_axis( raise ValueError("Input must be a pyQSC or pyQIC solution.") from e rho, _ = special.js_roots(L, 2, 2) - # TODO: could make this an OCS grid to improve fitting, need to figure out - # how concentric grids work with QSC grid = LinearGrid(rho=rho, theta=ntheta, zeta=na_eq.phi, NFP=na_eq.nfp) basis_R = FourierZernikeBasis( L=L, diff --git a/desc/equilibrium/initial_guess.py b/desc/equilibrium/initial_guess.py index f2f39915f5..7d9a91404d 100644 --- a/desc/equilibrium/initial_guess.py +++ b/desc/equilibrium/initial_guess.py @@ -20,7 +20,7 @@ from desc.utils import copy_coeffs, warnif -def set_initial_guess(eq, *args, ensure_nested=True): # noqa: C901 - FIXME: simplify +def set_initial_guess(eq, *args, ensure_nested=True): # noqa: C901 """Set the initial guess for the flux surfaces, eg R_lmn, Z_lmn, L_lmn. Parameters diff --git a/desc/equilibrium/utils.py b/desc/equilibrium/utils.py index 19169cb5c0..b597fd149e 100644 --- a/desc/equilibrium/utils.py +++ b/desc/equilibrium/utils.py @@ -146,7 +146,7 @@ def parse_axis(axis, NFP=1, sym=True, surface=None): name="axis", ) elif axis is None: # use the center of surface - # TODO: make this method of surface, surface.get_axis()? + # TODO (#1384): make this method of surface, surface.get_axis()? if isinstance(surface, FourierRZToroidalSurface): axis = FourierRZCurve( R_n=surface.R_lmn[np.where(surface.R_basis.modes[:, 1] == 0)], @@ -160,7 +160,7 @@ def parse_axis(axis, NFP=1, sym=True, surface=None): NFP=NFP, ) elif isinstance(surface, ZernikeRZToroidalSection): - # FIXME: include m=0 l!=0 modes + # TODO (#782): include m=0 l!=0 modes axis = FourierRZCurve( R_n=surface.R_lmn[ np.where( diff --git a/desc/geometry/surface.py b/desc/geometry/surface.py index c96e9b8615..f6350ea210 100644 --- a/desc/geometry/surface.py +++ b/desc/geometry/surface.py @@ -339,7 +339,7 @@ def from_input_file(cls, path, **kwargs): ) return surf - # TODO: add k value for number of rotations per field period + # TODO (#1385): add k value for number of rotations per field period @classmethod def from_qp_model( cls, diff --git a/desc/grid.py b/desc/grid.py index 2d71d861cb..ba0c8ec1a7 100644 --- a/desc/grid.py +++ b/desc/grid.py @@ -22,7 +22,6 @@ class _Grid(IOAble, ABC): """Base class for collocation grids.""" - # TODO: calculate weights automatically using voronoi / delaunay triangulation _io_attrs_ = [ "_L", "_M", diff --git a/desc/input_reader.py b/desc/input_reader.py index 784411b198..a6241c13ac 100644 --- a/desc/input_reader.py +++ b/desc/input_reader.py @@ -137,7 +137,7 @@ def _get_parser_(self): """ return get_parser() - def parse_inputs(self, fname=None): # noqa: C901 - FIXME: simplify this + def parse_inputs(self, fname=None): # noqa: C901 """Read input from DESC input file; converts from VMEC input if necessary. Parameters @@ -386,7 +386,6 @@ def parse_inputs(self, fname=None): # noqa: C901 - FIXME: simplify this if match: inputs["bdry_mode"] = words[0].lower() flag = True - # TODO: set bdry_mode automatically based on bdry coeffs # coefficient indices match = re.search(r"l\s*:\s*" + num_form, command, re.IGNORECASE) @@ -970,7 +969,7 @@ def vmec_to_desc_input(vmec_fname, desc_fname): InputReader.write_desc_input(desc_fname, inputs, header) @staticmethod - def parse_vmec_inputs(vmec_fname, threshold=0): # noqa: C901 - FIXME: simplify this + def parse_vmec_inputs(vmec_fname, threshold=0): # noqa: C901 """Parse a VMEC input file into a dictionary of DESC inputs. Parameters diff --git a/desc/integrals/bounce_utils.py b/desc/integrals/bounce_utils.py index 656c4e588c..03f6f924e8 100644 --- a/desc/integrals/bounce_utils.py +++ b/desc/integrals/bounce_utils.py @@ -83,7 +83,7 @@ def _check_spline_shape(knots, g, dg_dz, pitch_inv=None): to that field line. """ - errorif(knots.ndim != 1, msg=f"knots should be 1d; got shape {knots.shape}.") + errorif(knots.ndim != 1, msg=f"knots should be 1d, got shape {knots.shape}.") errorif( g.shape[-2] != (knots.size - 1), msg=( @@ -390,7 +390,8 @@ def loop(z): # over num well axis ) result = jnp.moveaxis( - # TODO: Use batch_size arg of imap after increasing JAX version requirement. + # TODO (#1386): Use batch_size arg of imap after + # increasing JAX version requirement. imap(loop, (jnp.moveaxis(z1, -1, 0), jnp.moveaxis(z2, -1, 0)))[1], source=0, destination=-1, diff --git a/desc/integrals/interp_utils.py b/desc/integrals/interp_utils.py index c00506fce8..db652df325 100644 --- a/desc/integrals/interp_utils.py +++ b/desc/integrals/interp_utils.py @@ -82,7 +82,7 @@ def polyval_vec(*, x, c): ) -# TODO: Eventually do a PR to move this stuff into interpax. +# TODO (#1388): Eventually do a PR to move this stuff into interpax. def _subtract_last(c, k): diff --git a/desc/integrals/surface_integral.py b/desc/integrals/surface_integral.py index 944a711904..54cfdabe1b 100644 --- a/desc/integrals/surface_integral.py +++ b/desc/integrals/surface_integral.py @@ -8,8 +8,8 @@ from desc.grid import ConcentricGrid, LinearGrid from desc.utils import errorif, warnif -# TODO: Make the surface integral stuff objects with a callable method instead of -# returning functions. Would make simpler, allow users to actually see the +# TODO (#1389): Make the surface integral stuff objects with a callable method instead +# of returning functions. Would make simpler, allow users to actually see the # docstrings of the methods, and less bookkeeping to default to more # efficient methods on tensor product grids. @@ -227,8 +227,6 @@ def surface_integrals_map(grid, surface_label="rho", expand_out=True, tol=1e-14) ) spacing = jnp.prod(spacing, axis=1) - # Todo: Define mask as a sparse matrix once sparse matrices are no longer - # experimental in jax. if has_idx: # The ith row of masks is True only at the indices which correspond to the # ith surface. The integral over the ith surface is the dot product of the diff --git a/desc/magnetic_fields/_core.py b/desc/magnetic_fields/_core.py index bc1d7bad87..507262d7fe 100644 --- a/desc/magnetic_fields/_core.py +++ b/desc/magnetic_fields/_core.py @@ -1816,10 +1816,10 @@ def from_mgrid(cls, mgrid_file, extcur=None, method="cubic", extrap=False): ir = int(mgrid["ir"][()]) # number of grid points in the R coordinate jz = int(mgrid["jz"][()]) # number of grid points in the Z coordinate kp = int(mgrid["kp"][()]) # number of grid points in the phi coordinate - Rmin = mgrid["rmin"][()] # Minimum R coordinate (m) - Rmax = mgrid["rmax"][()] # Maximum R coordinate (m) - Zmin = mgrid["zmin"][()] # Minimum Z coordinate (m) - Zmax = mgrid["zmax"][()] # Maximum Z coordinate (m) + Rmin = mgrid["rmin"][()].filled() # Minimum R coordinate (m) + Rmax = mgrid["rmax"][()].filled() # Maximum R coordinate (m) + Zmin = mgrid["zmin"][()].filled() # Minimum Z coordinate (m) + Zmax = mgrid["zmax"][()].filled() # Maximum Z coordinate (m) nfp = int(mgrid["nfp"][()]) # Number of field periods Rgrid = np.linspace(Rmin, Rmax, ir) Zgrid = np.linspace(Zmin, Zmax, jz) @@ -1831,9 +1831,15 @@ def from_mgrid(cls, mgrid_file, extcur=None, method="cubic", extrap=False): bz = np.zeros([kp, jz, ir, nextcur]) for i in range(nextcur): coil_id = "%03d" % (i + 1,) - br[:, :, :, i] += mgrid["br_" + coil_id][()] # B_R radial magnetic field - bp[:, :, :, i] += mgrid["bp_" + coil_id][()] # B_phi toroidal field (T) - bz[:, :, :, i] += mgrid["bz_" + coil_id][()] # B_Z vertical magnetic field + br[:, :, :, i] += mgrid["br_" + coil_id][ + () + ].filled() # B_R radial magnetic field + bp[:, :, :, i] += mgrid["bp_" + coil_id][ + () + ].filled() # B_phi toroidal field (T) + bz[:, :, :, i] += mgrid["bz_" + coil_id][ + () + ].filled() # B_Z vertical magnetic field # shift axes to correct order br = np.moveaxis(br, (0, 1, 2), (1, 2, 0)) @@ -1849,13 +1855,13 @@ def from_mgrid(cls, mgrid_file, extcur=None, method="cubic", extrap=False): coil_id = "%03d" % (i + 1,) ar[:, :, :, i] += mgrid["ar_" + coil_id][ () - ] # A_R radial mag. vec. potential + ].filled() # A_R radial mag. vec. potential ap[:, :, :, i] += mgrid["ap_" + coil_id][ () - ] # A_phi toroidal mag. vec. potential + ].filled() # A_phi toroidal mag. vec. potential az[:, :, :, i] += mgrid["az_" + coil_id][ () - ] # A_Z vertical mag. vec. potential + ].filled() # A_Z vertical mag. vec. potential # shift axes to correct order ar = np.moveaxis(ar, (0, 1, 2), (1, 2, 0)) @@ -2395,7 +2401,7 @@ def __init__( assert len(x_lmn) == self.x_basis.num_modes self._x_lmn = x_lmn - # TODO: should we not allow some types of helicity? + # TODO (#1390): should we not allow some types of helicity? helicity_sign = sign(helicity[0]) * sign(helicity[1]) warnif( self.helicity != (0, self.NFP * helicity_sign) diff --git a/desc/magnetic_fields/_dommaschk.py b/desc/magnetic_fields/_dommaschk.py index e2f47e2fec..009c7fb72a 100644 --- a/desc/magnetic_fields/_dommaschk.py +++ b/desc/magnetic_fields/_dommaschk.py @@ -80,7 +80,7 @@ def __init__( super().__init__(dommaschk_potential, params) @classmethod - def fit_magnetic_field( # noqa: C901 - FIXME - simplify + def fit_magnetic_field( # noqa: C901 cls, field, coords, max_m, max_l, sym=False, verbose=1, NFP=1 ): """Fit a vacuum magnetic field with a Dommaschk Potential field. @@ -117,7 +117,7 @@ def fit_magnetic_field( # noqa: C901 - FIXME - simplify B = field(coords) else: # it must be the field evaluated at the passed-in coords B = field - # TODO: add basis argument for if passed-in field or callable + # TODO (#928): add basis argument for if passed-in field or callable # evaluates rpz or xyz basis magnetic field vector, # and what basis coords is @@ -132,7 +132,7 @@ def fit_magnetic_field( # noqa: C901 - FIXME - simplify # b is made, now do A ##################### num_modes = 1 + (max_l) * (max_m + 1) * 4 - # TODO: if symmetric, technically only need half the modes + # TODO (#928): if symmetric, technically only need half the modes # however, the field and functions are setup to accept equal # length arrays for a,b,c,d, so we will just zero out the # modes that don't fit symmetry, but in future @@ -141,7 +141,7 @@ def fit_magnetic_field( # noqa: C901 - FIXME - simplify # and the modes array can then be [m,l,x] where x is 0,1,2,3 # and we dont need to keep track of a,b,c,d separately - # TODO: technically we can drop some modes + # TODO (#928): technically we can drop some modes # since if max_l=0, there are only ever nonzero terms for a and b # and if max_m=0, there are only ever nonzero terms for a and c # but since we are only fitting in a least squares sense, @@ -247,7 +247,7 @@ def get_B_dom(coords, X, ms, ls): # now solve Ac=b for the coefficients c - # TODO: use min singular value to give sense of cond number? + # TODO (#928): use min singular value to give sense of cond number? c, res, _, _ = jnp.linalg.lstsq(A, rhs) if verbose > 0: @@ -258,7 +258,7 @@ def get_B_dom(coords, X, ms, ls): B0 = c[0] # we zero out the terms that should be zero due to symmetry here - # TODO: should also just not return any zeroed-out modes, but + # TODO (#928): should also just not return any zeroed-out modes, but # the way the modes are cataloged here with the ls and ms arrays, # it is not straightforward to do that a_arr = c[1 : n + 1] * abcd_zero_due_to_sym_inds[0] diff --git a/desc/nestor.py b/desc/nestor.py index 72d7282e80..a0c723b64b 100644 --- a/desc/nestor.py +++ b/desc/nestor.py @@ -861,14 +861,14 @@ def compute_scalar_magnetic_potential( [g_mnmn[:, :, : mf + 1, : nf + 1].imag, g_mnmn[:, :, : mf + 1, -nf:].imag], axis=-1, ) - # scale amatrix by (2 pi)^2 (#TODO: why ?) copied from fortran + # scale amatrix by (2 pi)^2, copied from fortran amatrix_4d *= (2.0 * jnp.pi) ** 2 m, n = jnp.meshgrid(jnp.arange(mf + 1), jnp.arange(2 * nf + 1), indexing="ij") - # zero out (m=0, n<0, m', n') modes for all m', n' (#TODO: why ?) from fortran + # zero out (m=0, n<0, m', n') modes for all m', n', from fortran amatrix_4d = jnp.where( jnp.logical_and(m == 0, n > nf)[:, :, jnp.newaxis, jnp.newaxis], 0, amatrix_4d ) - # add diagonal terms (#TODO: why 4*pi^3 instead of 1 ?) copied from fortran + # add diagonal terms, copied from fortran amatrix_4d = put( amatrix_4d, Index[m, n, m, n], amatrix_4d[m, n, m, n] + 4.0 * jnp.pi**3 ) @@ -877,7 +877,7 @@ def compute_scalar_magnetic_potential( # combine with contribution from analytic integral; available here in I_mn bvec = h_mn + I_mn - # final fixup from fouri: zero out (m=0, n<0) components (#TODO: why ?) from fortran + # final fixup from fouri: zero out (m=0, n<0) components, from fortran bvec = put(bvec, Index[0, nf + 1 :], 0.0).flatten() phi_mn = jnp.linalg.solve(amatrix, bvec).reshape([mf + 1, 2 * nf + 1]) @@ -945,8 +945,6 @@ def compute_vacuum_magnetic_field( Btot["B_theta"] = Btot["Bpot_theta"] + Btot["Bex_theta"] Btot["B_zeta"] = Btot["Bpot_zeta"] + Btot["Bex_zeta"] - # TODO: for now, simply copied over from fortran code; have to understand what is - # actually done here! h_tz = NFP * jacobian["g_tz"] h_zz = jacobian["g_zz"] * NFP**2 det = 1.0 / (jacobian["g_tt"] * h_zz - h_tz**2) diff --git a/desc/objectives/_geometry.py b/desc/objectives/_geometry.py index 5aeee652af..38950d885c 100644 --- a/desc/objectives/_geometry.py +++ b/desc/objectives/_geometry.py @@ -615,7 +615,7 @@ def build(self, use_jit=True, verbose=1): "Plasma grid includes interior points, should be rho=1.", ) - # TODO: How to use with generalized toroidal angle? + # TODO(#568): How to use with generalized toroidal angle? # first check that the number of zeta nodes are the same, which # is a prerequisite to the zeta nodes themselves being the same errorif( diff --git a/desc/objectives/linear_objectives.py b/desc/objectives/linear_objectives.py index 6f302f2df0..1c8817a880 100644 --- a/desc/objectives/linear_objectives.py +++ b/desc/objectives/linear_objectives.py @@ -12,7 +12,7 @@ from termcolor import colored from desc.backend import execute_on_cpu, jnp, tree_leaves, tree_map, tree_structure -from desc.basis import zernike_radial, zernike_radial_coeffs +from desc.basis import zernike_radial from desc.geometry import FourierRZCurve from desc.utils import broadcast_tree, errorif, setdefault @@ -20,7 +20,7 @@ from .objective_funs import _Objective -# TODO: get rid of this class and inherit from FixParameters instead? +# TODO (#1391): get rid of this class and inherit from FixParameters instead? class _FixedObjective(_Objective): _fixed = True _linear = True @@ -45,8 +45,8 @@ def update_target(self, thing): def _parse_target_from_user( self, target_from_user, default_target, default_bounds, idx ): - # FIXME: add logic here to deal with `target_from_user` as a pytree? - # FIXME: does this actually need idx? + # TODO (#1391): add logic here to deal with `target_from_user` as a pytree? + # TODO (#1391: does this actually need idx? if target_from_user is None: target = default_target bounds = default_bounds @@ -774,8 +774,8 @@ def build(self, use_jit=False, verbose=1): super().build(use_jit=use_jit, verbose=verbose) -class FixLambdaGauge(_Objective): - """Fixes gauge freedom for lambda: lambda(theta=0,zeta=0)=0. +class FixLambdaGauge(FixParameters): + """Fixes gauge freedom for lambda, which sets the flux surface avg of lambda to 0. Note: this constraint is automatically applied when needed, and does not need to be included by the user. @@ -793,9 +793,6 @@ class FixLambdaGauge(_Objective): """ - _scalar = False - _linear = True - _fixed = False # not "diagonal", since it is fixing a sum _units = "(rad)" _print_value_fmt = "lambda gauge error: " @@ -806,75 +803,21 @@ def __init__( normalize_target=True, name="lambda gauge", ): + if eq.sym: + indices = False + else: + indices = np.where( + np.logical_and(eq.L_basis.modes[:, 1] == 0, eq.L_basis.modes[:, 2] == 0) + )[0] super().__init__( - things=eq, + thing=eq, + params={"L_lmn": indices}, target=0, - bounds=None, - weight=1, normalize=normalize, normalize_target=normalize_target, name=name, ) - def build(self, use_jit=False, 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. - - """ - eq = self.things[0] - L_basis = eq.L_basis - - if L_basis.sym: - self._A = np.zeros((0, L_basis.num_modes)) - else: - # l(rho,0,0) = 0 - # at theta=zeta=0, basis for lambda reduces to just a polynomial in rho - # what this constraint does is make all the coefficients of each power - # of rho equal to zero - # i.e. if lambda = (L_200 + 2*L_310) rho**2 + (L_100 + 2*L_210)*rho - # this constraint will make - # L_200 + 2*L_310 = 0 - # L_100 + 2*L_210 = 0 - L_modes = L_basis.modes - mnpos = np.where((L_modes[:, 1:] >= [0, 0]).all(axis=1))[0] - l_lmn = L_modes[mnpos, :] - if len(l_lmn) > 0: - c = zernike_radial_coeffs(l_lmn[:, 0], l_lmn[:, 1]) - else: - c = np.zeros((0, 0)) - - A = np.zeros((c.shape[1], L_basis.num_modes)) - A[:, mnpos] = c.T - self._A = A - - self._dim_f = self._A.shape[0] - super().build(use_jit=use_jit, verbose=verbose) - - def compute(self, params, constants=None): - """Compute lambda gauge freedom errors. - - Parameters - ---------- - params : dict - Dictionary of equilibrium degrees of freedom, eg Equilibrium.params_dict - constants : dict - Dictionary of constant data, eg transforms, profiles etc. Defaults to - self.constants - - Returns - ------- - f : ndarray - gauge freedom errors. - - """ - return jnp.dot(self._A, params["L_lmn"]) - class FixThetaSFL(FixParameters): """Fixes lambda=0 so that poloidal angle is the SFL poloidal angle. @@ -2570,7 +2513,6 @@ def __init__( normalize_target=normalize_target, name=name, ) - # TODO: add normalization? class FixCurveRotation(FixParameters): @@ -2936,7 +2878,6 @@ def __init__( normalize_target=normalize_target, name=name, ) - # TODO: add normalization? class FixOmniMap(FixParameters): @@ -3151,7 +3092,6 @@ def __init__( normalize_target=normalize_target, name=name, ) - # TODO: add normalization? class FixNearAxisR(_FixedObjective): diff --git a/desc/objectives/nae_utils.py b/desc/objectives/nae_utils.py index 8a1e92e0ca..5a3ff26d2c 100644 --- a/desc/objectives/nae_utils.py +++ b/desc/objectives/nae_utils.py @@ -295,10 +295,10 @@ def _make_RZ_cons_order_rho( # noqa: C901 the O(rho) behavior of the equilibrium R coefficients to match the NAE. Zconstraints : tuple of Objective tuple of constraints of type FixSumModesZ, which enforce - the O(rho) behavior of the equilibrium Z coefficents to match the NAE. + the O(rho) behavior of the equilibrium Z coefficients to match the NAE. Lconstraints : tuple of Objective tuple of constraints of type FixSumModesLambda, which enforce - the O(rho) behavior of the equilibrium lambda coefficents to match the NAE. + the O(rho) behavior of the equilibrium lambda coefficients to match the NAE. Tuple is empty if fix_lambda=False. """ @@ -306,7 +306,6 @@ def _make_RZ_cons_order_rho( # noqa: C901 # r is the ratio r_NAE / rho_DESC r = np.sqrt(2 * abs(desc_eq.Psi / qsc.Bbar) / 2 / np.pi) else: - # TODO: is this true? r = 1 # using DESC equilibrium's behavior, no conversion is needed Rconstraints = () diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 9f0ca3945f..c32dbb565c 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -613,7 +613,7 @@ def unpack_state(self, x, per_objective=True): def x(self, *things): """Return the full state vector from the Optimizable objects things.""" - # TODO: also check resolution etc? + # TODO (#1392): also check resolution of the things etc? things = things or self.things errorif( len(things) != len(self.things), diff --git a/desc/optimize/_constraint_wrappers.py b/desc/optimize/_constraint_wrappers.py index bbc5daf4ee..dc2e3033c7 100644 --- a/desc/optimize/_constraint_wrappers.py +++ b/desc/optimize/_constraint_wrappers.py @@ -704,7 +704,7 @@ def unpack_state(self, x, per_objective=True): def x(self, *things): """Return the full state vector from the Optimizable objects things.""" - # TODO: also check resolution etc? + # TODO (#1392): also check resolution etc? things = things or self.things assert [type(t1) is type(t2) for t1, t2 in zip(things, self.things)] xs = [] @@ -872,7 +872,7 @@ def grad(self, x, constants=None): gradient vector. """ - # TODO: figure out projected vjp to make this better + # TODO (#1393): figure out projected vjp to make this better f = jnp.atleast_1d(self.compute_scaled_error(x, constants)) J = self.jac_scaled_error(x, constants) return f.T @ J diff --git a/desc/optimize/_desc_wrappers.py b/desc/optimize/_desc_wrappers.py index cf5addc86b..ae466c4dd6 100644 --- a/desc/optimize/_desc_wrappers.py +++ b/desc/optimize/_desc_wrappers.py @@ -87,7 +87,7 @@ def _optimize_desc_aug_lagrangian( ub, lambda x, *c: constraint.jac_scaled(x, c[1]), ) - # TODO: can't pass constants dict into vjp for now + # TODO (#1394): can't pass constants dict into vjp for now constraint_wrapped.vjp = lambda v, x, *args: constraint.vjp_scaled(v, x) else: constraint_wrapped = None diff --git a/desc/optimize/_scipy_wrappers.py b/desc/optimize/_scipy_wrappers.py index d62cca4ca0..c4060a6d08 100644 --- a/desc/optimize/_scipy_wrappers.py +++ b/desc/optimize/_scipy_wrappers.py @@ -52,7 +52,7 @@ hessian=[False, False, True, True, True, True, True], GPU=False, ) -def _optimize_scipy_minimize( # noqa: C901 - FIXME: simplify this +def _optimize_scipy_minimize( # noqa: C901 objective, constraint, x0, method, x_scale, verbose, stoptol, options=None ): """Wrapper for scipy.optimize.minimize. @@ -306,7 +306,7 @@ def callback(xs): hessian=False, GPU=False, ) -def _optimize_scipy_least_squares( # noqa: C901 - FIXME: simplify this +def _optimize_scipy_least_squares( # noqa: C901 objective, constraint, x0, method, x_scale, verbose, stoptol, options=None ): """Wrapper for scipy.optimize.least_squares. @@ -506,7 +506,7 @@ def callback(x1): hessian=[True, False], GPU=False, ) -def _optimize_scipy_constrained( # noqa: C901 - FIXME: simplify this +def _optimize_scipy_constrained( # noqa: C901 objective, constraint, x0, method, x_scale, verbose, stoptol, options=None ): """Wrapper for scipy.optimize.minimize. diff --git a/desc/optimize/aug_lagrangian.py b/desc/optimize/aug_lagrangian.py index a2601032ad..0adc90c27a 100644 --- a/desc/optimize/aug_lagrangian.py +++ b/desc/optimize/aug_lagrangian.py @@ -28,7 +28,7 @@ ) -def fmin_auglag( # noqa: C901 - FIXME: simplify this +def fmin_auglag( # noqa: C901 fun, x0, grad, @@ -539,7 +539,7 @@ def laghess(z, y, mu, *args): g_norm = jnp.linalg.norm(g * v, ord=jnp.inf) # updating augmented lagrangian params - if g_norm < gtolk: # TODO: maybe also add ftolk, xtolk? + if g_norm < gtolk: y = jnp.where(jnp.abs(c) < ctolk, y - mu * c, y) mu = jnp.where(jnp.abs(c) >= ctolk, tau * mu, mu) if constr_violation < ctolk: diff --git a/desc/optimize/aug_lagrangian_ls.py b/desc/optimize/aug_lagrangian_ls.py index 27a1d9f8ba..6b0952bf41 100644 --- a/desc/optimize/aug_lagrangian_ls.py +++ b/desc/optimize/aug_lagrangian_ls.py @@ -29,7 +29,7 @@ ) -def lsq_auglag( # noqa: C901 - FIXME: simplify this +def lsq_auglag( # noqa: C901 fun, x0, jac, @@ -495,7 +495,7 @@ def lagjac(z, y, mu, *args): g_norm = jnp.linalg.norm(g * v, ord=jnp.inf) # updating augmented lagrangian params - if g_norm < gtolk: # TODO: maybe also add ftolk, xtolk? + if g_norm < gtolk: y = jnp.where(jnp.abs(c) < ctolk, y - mu * c, y) mu = jnp.where(jnp.abs(c) >= ctolk, tau * mu, mu) if constr_violation < ctolk: diff --git a/desc/optimize/fmin_scalar.py b/desc/optimize/fmin_scalar.py index c3b6b8208b..cba5d7ef09 100644 --- a/desc/optimize/fmin_scalar.py +++ b/desc/optimize/fmin_scalar.py @@ -27,7 +27,7 @@ ) -def fmintr( # noqa: C901 - FIXME: simplify this +def fmintr( # noqa: C901 fun, x0, grad, diff --git a/desc/optimize/least_squares.py b/desc/optimize/least_squares.py index 227cd93f70..ef19c346c9 100644 --- a/desc/optimize/least_squares.py +++ b/desc/optimize/least_squares.py @@ -28,7 +28,7 @@ ) -def lsqtr( # noqa: C901 - FIXME: simplify this +def lsqtr( # noqa: C901 fun, x0, jac, @@ -344,7 +344,7 @@ def lsqtr( # noqa: C901 - FIXME: simplify this ) alltr.append(trust_radius) alpha *= tr_old / trust_radius - # TODO: does this need to move to the outer loop? + # TODO (#1395): does this need to move to the outer loop? success, message = check_termination( actual_reduction, cost, diff --git a/desc/optimize/optimizer.py b/desc/optimize/optimizer.py index 99a57c926d..09f25ed4ee 100644 --- a/desc/optimize/optimizer.py +++ b/desc/optimize/optimizer.py @@ -77,7 +77,7 @@ def method(self, method): ) self._method = method - def optimize( # noqa: C901 - FIXME: simplify this + def optimize( # noqa: C901 self, things, objective, @@ -137,7 +137,9 @@ def optimize( # noqa: C901 - FIXME: simplify this Maximum number of iterations. Defaults to 100. options : dict, optional Dictionary of optional keyword arguments to override default solver - settings. See the code for more details. + settings. See the documentation page ``Optimizers Supported`` for + more details (https://desc-docs.readthedocs.io/en/stable/optimizers.html) + to check the options for each specific available optimizer. copy : bool Whether to return the current things or a copy (leaving the original unchanged). @@ -198,7 +200,6 @@ def optimize( # noqa: C901 - FIXME: simplify this eq_params_init = eq.params_dict.copy() options = {} if options is None else options - # TODO: document options timer = Timer() options = {} if options is None else options _, method = _parse_method(self.method) diff --git a/desc/perturbations.py b/desc/perturbations.py index 03529a1ed1..5c35e8f6d1 100644 --- a/desc/perturbations.py +++ b/desc/perturbations.py @@ -18,7 +18,7 @@ from desc.objectives.utils import factorize_linear_constraints from desc.optimize.tr_subproblems import trust_region_step_exact_svd from desc.optimize.utils import compute_jac_scale, evaluate_quadratic_form_jac -from desc.utils import Timer, get_instance +from desc.utils import Timer, get_instance, warnif __all__ = ["get_deltas", "perturb", "optimal_perturb"] @@ -91,7 +91,7 @@ def get_deltas(things1, things2): # noqa: C901 return deltas -def perturb( # noqa: C901 - FIXME: break this up into simpler pieces +def perturb( # noqa: C901 eq, objective, constraints, @@ -171,10 +171,11 @@ def perturb( # noqa: C901 - FIXME: break this up into simpler pieces constraint = ObjectiveFunction(constraints) constraint.build(verbose=verbose) - if objective.scalar: # FIXME: change to num objectives >= num parameters - raise AttributeError( - "Cannot perturb with a scalar objective: {}.".format(objective) - ) + warnif( + objective.dim_f < (objective.dim_x - constraint.dim_f), + UserWarning, + "Perturbing an underdetermined system may give bad results", + ) if verbose > 0: print("Perturbing {}".format(", ".join(deltas.keys()))) @@ -412,7 +413,7 @@ def perturb( # noqa: C901 - FIXME: break this up into simpler pieces return eq_new -def optimal_perturb( # noqa: C901 - FIXME: break this up into simpler pieces +def optimal_perturb( # noqa: C901 eq, objective_f, objective_g, @@ -539,7 +540,6 @@ def optimal_perturb( # noqa: C901 - FIXME: break this up into simpler pieces print("Number of parameters: {}".format(dim_opt)) print("Number of objectives: {}".format(objective_g.dim_f)) - # FIXME: generalize to other constraints constraints = get_fixed_boundary_constraints(eq=eq) constraints = maybe_add_self_consistency(eq, constraints) constraint = ObjectiveFunction(constraints) diff --git a/desc/plotting.py b/desc/plotting.py index def22fa14d..e29c8199f2 100644 --- a/desc/plotting.py +++ b/desc/plotting.py @@ -3340,7 +3340,7 @@ def plot_basis(basis, return_data=False, **kwargs): """ title_fontsize = kwargs.pop("title_fontsize", None) - # TODO: add all other Basis classes + # TODO(#1377): add all other Basis classes if basis.__class__.__name__ == "PowerSeries": grid = LinearGrid(rho=100, endpoint=True) r = grid.nodes[:, 0] diff --git a/desc/vmec.py b/desc/vmec.py index 904fd8f2dc..14c4cafff0 100644 --- a/desc/vmec.py +++ b/desc/vmec.py @@ -208,9 +208,7 @@ def load( return eq @classmethod - def save( # noqa: C901 - FIXME - simplify - cls, eq, path, surfs=128, verbose=1, M_nyq=None, N_nyq=None - ): + def save(cls, eq, path, surfs=128, verbose=1, M_nyq=None, N_nyq=None): # noqa: C901 """Save an Equilibrium as a netCDF file in the VMEC format. Parameters @@ -348,7 +346,8 @@ def save( # noqa: C901 - FIXME - simplify np.array([" " * 100], "S" + str(file.dimensions["dim_00100"].size)) ) # VMEC input filename: input.[input_extension] - # TODO: instead of hard-coding for fixed-boundary, also allow for free-boundary? + # TODO(#1378): instead of hard-coding for fixed-boundary, + # also allow for free-boundary? mgrid_mode = file.createVariable("mgrid_mode", "S1", ("dim_00001",)) mgrid_mode[:] = stringtochar( np.array([""], "S" + str(file.dimensions["dim_00001"].size)) @@ -442,7 +441,7 @@ def save( # noqa: C901 - FIXME - simplify nextcur.long_name = "number of coils (external currents)" nextcur[:] = 0 # hard-coded assuming fixed-boundary solve - # TODO: add option for saving spline profiles + # TODO(#183): add option for saving spline profiles power_series = stringtochar( np.array( ["power_series" + " " * 8], "S" + str(file.dimensions["dim_00020"].size) @@ -1085,7 +1084,7 @@ def fullfit(x): bsubsmns[0, :] = ( # linear extrapolation for coefficient at the magnetic axis s[1, :] - (s[2, :] - s[1, :]) / (s_full[2] - s_full[1]) * s_full[1] ) - # TODO: evaluate current at rho=0 nodes instead of extrapolation + # TODO (#1379): evaluate current at rho=0 nodes instead of extrapolation if not eq.sym: bsubsmnc[:, :] = c bsubsmnc[0, :] = ( @@ -1221,7 +1220,7 @@ def fullfit(x): currumnc[0, :] = ( # linear extrapolation for coefficient at the magnetic axis s[1, :] - (c[2, :] - c[1, :]) / (s_full[2] - s_full[1]) * s_full[1] ) - # TODO: evaluate current at rho=0 nodes instead of extrapolation + # TODO (#1379): evaluate current at rho=0 nodes instead of extrapolation if not eq.sym: currumns[:, :] = s currumns[0, :] = ( @@ -1271,7 +1270,7 @@ def fullfit(x): currvmnc[0, :] = -( # linear extrapolation for coefficient at the magnetic axis s[1, :] - (c[2, :] - c[1, :]) / (s_full[2] - s_full[1]) * s_full[1] ) - # TODO: evaluate current at rho=0 nodes instead of extrapolation + # TODO (#1379): evaluate current at rho=0 nodes instead of extrapolation if not eq.sym: currvmns[:, :] = -s currumns[0, :] = -( @@ -1281,7 +1280,7 @@ def fullfit(x): if verbose > 1: timer.disp("J^zeta*sqrt(g)") - # TODO: these output quantities need to be added + # TODO (#1380): these output quantities need to be added bdotgradv = file.createVariable("bdotgradv", np.float64, ("radius",)) bdotgradv[:] = np.zeros((file.dimensions["radius"].size,)) bdotgradv.long_name = "Not Implemented: This output is hard-coded to 0!" diff --git a/desc/vmec_utils.py b/desc/vmec_utils.py index 9ea5bf7df9..85710b12a9 100644 --- a/desc/vmec_utils.py +++ b/desc/vmec_utils.py @@ -334,7 +334,8 @@ def zernike_to_fourier(x_lmn, basis, rho): axis to the boundary. """ - # FIXME: this always returns the full double Fourier basis regardless of symmetry + # TODO (PR #680): this always returns the full double Fourier basis + # regardless of symmetry M = basis.M N = basis.N diff --git a/devtools/dev-requirements.txt b/devtools/dev-requirements.txt index dd11240c8f..4ec9db9447 100644 --- a/devtools/dev-requirements.txt +++ b/devtools/dev-requirements.txt @@ -4,7 +4,7 @@ # building the docs nbsphinx == 0.8.12 sphinx > 3.0.0 -# TODO: Remove sphinx-argparse <0.5.0 pin once upstream build issue is fixed +# TODO (#1396): Remove sphinx-argparse <0.5.0 pin once upstream build issue is fixed # sphinx-argparse < 0.5.0 sphinx_copybutton diff --git a/devtools/dev-requirements_conda.yml b/devtools/dev-requirements_conda.yml index 0fb6f88030..aa9ce95de3 100644 --- a/devtools/dev-requirements_conda.yml +++ b/devtools/dev-requirements_conda.yml @@ -7,9 +7,9 @@ dependencies: - matplotlib >= 3.5.0, < 4.0.0 - mpmath >= 1.0.0, < 2.0 - netcdf4 >= 1.5.4, < 2.0 - - numpy >= 1.20.0, < 2.0 + - numpy >= 1.20.0 - psutil - - scipy >= 1.7.0, < 2.0 + - scipy >= 1.7.0 - termcolor - pip - pip: @@ -33,7 +33,7 @@ dependencies: - nbsphinx == 0.8.12 - pandoc - sphinx > 3.0.0 - # TODO: Remove sphinx-argparse <0.5.0 pin once upstream build issue is fixed + # TODO (#1396): Remove sphinx-argparse <0.5.0 pin once upstream build issue is fixed # - sphinx-argparse < 0.5.0 - sphinx-copybutton diff --git a/docs/_static/images/trust-region.png b/docs/_static/images/trust-region.png new file mode 100644 index 0000000000..3308490c60 Binary files /dev/null and b/docs/_static/images/trust-region.png differ diff --git a/docs/adding_compute_funs.rst b/docs/adding_compute_funs.rst index 67662cb571..fccdbc228c 100644 --- a/docs/adding_compute_funs.rst +++ b/docs/adding_compute_funs.rst @@ -161,3 +161,70 @@ This test is a regression test to ensure that compute quantities in each new upd from previous versions of DESC. Since the new quantity did not exist in previous versions of DESC, one must run this test and commit the outputted ``tests/inputs/master_compute_data.pkl`` file which is updated automatically when a new quantity is detected. + +Compute function may take additional ``**kwargs`` arguments to provide more information to the function. One example of this kind of compute function is ``P_ISS04`` which has a keyword argument ``H_ISS04``. +:: + + @register_compute_fun( + name="P_ISS04", + label="P_{ISS04}", + units="W", + units_long="Watts", + description="Heating power required by the ISS04 energy confinement time scaling", + dim=0, + params=[], + transforms={"grid": []}, + profiles=[], + coordinates="", + data=["a", "iota", "rho", "R0", "W_p", "_vol", "<|B|>_axis"], + method="str: Interpolation method. Default 'cubic'.", + H_ISS04="float: ISS04 confinement enhancement factor. Default 1.", + ) + def _P_ISS04(params, transforms, profiles, data, **kwargs): + rho = transforms["grid"].compress(data["rho"], surface_label="rho") + iota = transforms["grid"].compress(data["iota"], surface_label="rho") + fx = {} + if "iota_r" in data: + fx["fx"] = transforms["grid"].compress( + data["iota_r"] + ) # noqa: unused dependency + iota_23 = interp1d(2 / 3, rho, iota, method=kwargs.get("method", "cubic"), **fx) + data["P_ISS04"] = 1e6 * ( # MW -> W + jnp.abs(data["W_p"] / 1e6) # J -> MJ + / ( + 0.134 + * data["a"] ** 2.28 # m + * data["R0"] ** 0.64 # m + * (data["_vol"] / 1e19) ** 0.54 # 1/m^3 -> 1e19/m^3 + * data["<|B|>_axis"] ** 0.84 # T + * iota_23**0.41 + * kwargs.get("H_ISS04", 1) + ) + ) ** (1 / 0.39) + return data + + +This function can be called by following notation, +:: + + from desc.compute.utils import _compute as compute_fun + + # Compute P_ISS04 + # specify gamma and H_ISS04 values as keyword arguments + data = compute_fun( + "desc.equilibrium.equilibrium.Equilibrium", + "P_ISS04", + params=params, + transforms=transforms, + profiles=profiles, + gamma=gamma, + H_ISS04=H_ISS04, + ) + P_ISS04 = data["P_ISS04"] + +Note: Here we used `_compute` instead of `compute` to be able to call this function inside a jitted objective function. However, for normal use both functions should work. `**kwargs` can also be passed to `eq.compute`. + +:: + + data = eq.compute(names="P_ISS04", gamma=gamma, H_ISS04=H_ISS04) + P_ISS04 = data["P_ISS04"] diff --git a/docs/index.rst b/docs/index.rst index d0ff30cfd8..7b73ed0720 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -61,10 +61,11 @@ :maxdepth: 1 :caption: Developer guides + notebooks/dev_guide/getting-started-eq-solve.ipynb + notebooks/dev_guide/grid.ipynb adding_compute_funs adding_objectives adding_optimizers - notebooks/dev_guide/grid.ipynb diff --git a/docs/installation.rst b/docs/installation.rst index b68b9493ba..09597ecafe 100644 --- a/docs/installation.rst +++ b/docs/installation.rst @@ -13,6 +13,11 @@ Other package managers like venv could be used instead of conda, we have just ch **NOTE: DESC requires python>=3.9.** **If you have python2 also locally installed, replace all `pip` commands with `pip3` and all `python` commands with `python3` to ensure the correct python version is used.** +**NOTE: If you are on Windows, consider using the Windows Subsystem for Linux (WSL) to install DESC.** + +We don't test or support DESC on Windows OS, and there have been some instances that numerical discrepancies on Windows can cause failures or wrong results. For these reasons, we recommend using WSL if you have a Windows machine. For instructions on how to install WSL see `here `__. For using WSL in VS Code see `here `__. + + On Your Local Machine ********************* diff --git a/docs/notebooks/basis_grid.ipynb b/docs/notebooks/basis_grid.ipynb index 3dcd72a8f2..1da4f4f028 100644 --- a/docs/notebooks/basis_grid.ipynb +++ b/docs/notebooks/basis_grid.ipynb @@ -425,7 +425,7 @@ "\n", "The two primary attributes of any grid are `grid.nodes` and `grid.weights`.\n", "\n", - "`grid.nodes` is a $k \\times 3$ array of the node locations in straight field line coordinates $(\\rho,\\theta,\\zeta)$\n", + "`grid.nodes` is a $k \\times 3$ array of the node locations in flux coordinates $(\\rho,\\theta,\\zeta)$\n", "\n", "`grid.weights` is a $k \\times 1$ array giving approximate or exact quadrature weights for each node." ] @@ -442,9 +442,9 @@ "\n", "The simplest collocation grid is one that is linearly spaced in all coordinates $(\\rho,\\theta,\\zeta)$. It accepts 3 non-negative integer arguments in two different formats: \n", "\n", - "`L`, `M`, `N` specify the spectral resolution in each dimension. For example, `L=4` would give 5 radial grid points corresponding to a polynomial up to order $\\rho^4$. `M=2` would give 5 poloidal grid points corresponding to the 5 Fourier basis functions up to order $\\sin(2\\theta)$ and $\\cos(2\\theta)$. \n", + "* `L`, `M`, `N` specify the spectral resolution in each dimension. For example, `L=4` would give 5 radial grid points corresponding to a polynomial up to order $\\rho^4$. `M=2` would give 5 poloidal grid points corresponding to the 5 Fourier basis functions up to order $\\sin(2\\theta)$ and $\\cos(2\\theta)$. \n", "\n", - "`rho`, `theta`, `zeta` directly specify the number of linearly spaced grid points in each dimension, if passed as integers. Alternatively, these inputs can be used to manually specify the arrays of nodes. \n", + "* `rho`, `theta`, `zeta` directly specify the number of linearly spaced grid points in each dimension, if passed as integers. Alternatively, these inputs can be used to manually specify the arrays of nodes. \n", "\n", "The number of field periods is also input as a positive integer `NFP`. \n", "\n", @@ -648,7 +648,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "desc-env", "language": "python", "name": "python3" }, @@ -662,7 +662,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.12.7" } }, "nbformat": 4, diff --git a/docs/notebooks/dev_guide/getting-started-eq-solve.ipynb b/docs/notebooks/dev_guide/getting-started-eq-solve.ipynb new file mode 100644 index 0000000000..98beb37e9c --- /dev/null +++ b/docs/notebooks/dev_guide/getting-started-eq-solve.ipynb @@ -0,0 +1,980842 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# How do we solve Equilibrium?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this notebook, we will give a brief overview of how we treat the 3D ideal MHD equilibrium as an optimization problem. First of all, here are the ideal MHD equations,\n", + "\n", + "$$\\nabla \\cdot \\mathbf{B} = 0 $$\n", + "$$\\nabla \\times \\mathbf{B} = \\mu_0 \\mathbf{J} $$\n", + "$$\\mathbf{J} \\times \\mathbf{B} = \\nabla p $$\n", + "\n", + "We will use flux coordinates $(\\rho, \\theta, \\zeta)$ for the derivations. Then, we can write a general magnetic field in contravariant form as,\n", + "\n", + "$$\n", + " \\mathbf{B} = B^{\\rho}\\mathbf{e}_{\\rho} + B^{\\theta}\\mathbf{e}_{\\theta} + B^{\\zeta}\\mathbf{e}_{\\zeta}\n", + "$$\n", + "\n", + "We will explain the covariant and contravariant basis vectors in detail in another notebook. For the sake of this notebook, you can just think of them as a curvilinear coordinate system.\n", + "\n", + "Assuming the flux surfaces are nested, we conclude that there is no radial component of the magnetic field, so $\\mathbf{B}\\cdot\\nabla \\rho=0$ and the $B^{\\rho}$ term drops out. Applying $\\nabla \\cdot \\mathbf{B}=0$,\n", + "\n", + "$$\n", + " \\cfrac{1}{\\sqrt{g}}\\left(\\cfrac{\\partial(B^\\theta\\sqrt{g})}{\\partial\\theta} + \\cfrac{\\partial(B^\\zeta\\sqrt{g})}{\\partial\\zeta}\\right) = 0 \\hspace{2cm} \\text{where } \\sqrt{g} = R \\left( \\cfrac{\\partial R}{\\partial \\rho} \\cfrac{\\partial Z}{\\partial \\theta} + \\cfrac{\\partial R}{\\partial \\theta} \\cfrac{\\partial Z}{\\partial \\rho} \\right)\n", + "$$\n", + "\n", + "$\\sqrt{g}$ is the determinant of the Jacobian matrix. Hence,\n", + "\n", + "$$\n", + " \\cfrac{\\partial(B^\\theta\\sqrt{g})}{\\partial\\theta} = - \\cfrac{\\partial(B^\\zeta\\sqrt{g})}{\\partial\\zeta}\n", + "$$\n", + "\n", + "Applying the condition of total toroidal and poloidal flux (for the latter use the definition of $\\iota = \\cfrac{\\partial\\psi_P/\\partial\\rho}{\\partial\\psi_T/\\partial\\rho}$), we get,\n", + "\n", + "$$\n", + " \\mathbf{B} = \\cfrac{1}{2\\pi\\sqrt{g}}\\frac{d\\psi_T}{d\\rho}\\begin{bmatrix}\n", + " \\left(\\iota - \\cfrac{\\partial\\lambda(\\rho,\\theta,\\zeta)}{\\partial\\zeta}\\right)\\mathbf{e}_\\theta +\n", + " \\left(1 + \\cfrac{\\partial\\lambda(\\rho,\\theta,\\zeta)}{\\partial\\theta}\\right) \\mathbf{e}_\\zeta\n", + " \\end{bmatrix} \n", + "$$\n", + "\n", + "The above equation states that for given functions $R(\\rho, \\theta, \\zeta), Z(\\rho, \\theta, \\zeta)$ and $\\lambda(\\rho, \\theta, \\zeta)$, the magnetic field can be found. We will use this fact and transform solving the 3D ideal MHD equations into a flux surface shape optimization problem. To describe the surfaces and $\\lambda$, we will use Fourier-Zernike basis. In DESC, we have a dedicated `FourierZernikeBasis` class for these. Then, the spectral parametrized functions become,\n", + "\n", + "$$\n", + " R(\\rho,\\theta,\\zeta) = \\sum_{m=-M,n=-N,l=0}^{M,N,L} R_{lmn} \\mathcal{Z}_l^m (\\rho,\\theta) \\mathcal{F}^n(\\zeta)\n", + "$$\n", + "\n", + "$$\n", + " Z(\\rho,\\theta,\\zeta) = \\sum_{m=-M,n=-N,l=0}^{M,N,L} Z_{lmn} \\mathcal{Z}_l^m (\\rho,\\theta) \\mathcal{F}^n(\\zeta)\n", + "$$\n", + "\n", + "$$\n", + " \\lambda(\\rho,\\theta,\\zeta) = \\sum_{m=-M,n=-N,l=0}^{M,N,L} \\lambda_{lmn} \\mathcal{Z}_l^m (\\rho,\\theta) \\mathcal{F}^n(\\zeta)\n", + "$$\n", + "\n", + "In theory, by increasing the resolutions L, M and N, we can parametrize any surface since the chosen polynoms are orthogonal." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Optimization Problem\n", + "\n", + "We can write the force error minimization as follows,\n", + "\n", + "$$\\text{minimize} \\hspace{1cm} ||\\mathbf{J}\\times\\mathbf{B} - \\nabla p||_2^2 $$\n", + "$$\\text{subject to} \\hspace{1.5cm} \\mathbf{A\\bar{x}=b} $$\n", + "\n", + "In DESC, we use $\\bar{x}$ which includes both optimization and constraint parameters since they are useful for general stellarator optimization problem (i.e. allowing last closed flux surface, LCFS, to change to get better QA/QH etc.). However, the objectives are function of $\\mathbf{x}$ only.\n", + "$$\n", + " \\mathbf{\\bar{x}} = \\begin{bmatrix}\n", + " \\mathbf{x}\\\\\n", + " \\mathbf{c}\\\\\n", + " \\end{bmatrix} \\hspace{1cm} \\mathbf{x} = \\begin{bmatrix}\n", + " \\mathbf{R_{lmn}}\\\\\n", + " \\mathbf{Z_{lmn}}\\\\\n", + " \\boldsymbol{\\lambda_{lmn}}\\\\\n", + " \\end{bmatrix} \\hspace{1cm} \\mathbf{c} = \\begin{bmatrix}\n", + " \\mathbf{R^b_{mn}}\\\\\n", + " \\mathbf{Z^b_{mn}}\\\\\n", + " \\mathbf{p_{l}}\\\\\n", + " \\boldsymbol{\\iota_{l}}\\\\\n", + " \\psi_{a}\\\\\n", + " \\end{bmatrix}\n", + "$$\n", + "For pure force minimization problem, all of our constraints are linear and can be written by $\\mathbf{A\\bar{x}=b}$ where $\\mathbf{A}$ is the constraint matrix and $\\mathbf{b}$ is the target for constraints, but in general, we can have some non-linear constraints too. DESC offers different initialization methods, but we will focus on LCFS boundary condition. In addition to boundary shape, we need to give pressure profile and iota or current profile." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Constrained to Unconstrained Optimization\n", + "The problem formulated above is a constrained optimization problem. Ideally, we want to have unconstrained optimization. For this setup, it can be done by first computing the null-space of $\\mathbf{A}$, thus we have,\n", + "\n", + "$$\\mathbf{AZ}=0$$\n", + "$$\\mathbf{A\\bar{x}} = \\mathbf{A(x_{particular} + Zy) = b}$$\n", + "$$\\mathbf{Z}^T\\mathbf{Z} = \\mathbb{I} $$\n", + "\n", + "This approach requires us to solve $\\mathbf{Ax_{particular}=b}$ and find the null-space only once at the beginning, then the actual optimization iterations can use unconstrained $y$. From linear algebra, it is known that null-space can be found by singular value decomposition (SVD). Moreover, once we get the SVD, it is significantly easier to solve linear system $\\mathbf{Ax_{particular}=b}$. All of these steps are implemented in `desc.objectives.utils.factorize_linear_constraints` function.\n", + "\n", + "$$\\mathbf{A} = \\mathbf{U\\Sigma V^T} \\hspace{1cm} \\mathbf{U}\\in \\mathbb{R}^{m\\times m}, \\mathbf{\\Sigma}\\in \\mathbb{R}^{m\\times n}, \\mathbf{V}\\in \\mathbb{R}^{n\\times n}$$\n", + "$$\\mathbf{U}\\mathbf{U}^T = \\mathbb{I} \\hspace{1cm} \\mathbf{V}\\mathbf{V}^T = \\mathbb{I} $$\n", + "\n", + "In the code, we refer to `y` as `reduced state vector` or `x_reduced`. `factorize_linear_constraints` function will also provide `project` and `recover` methods that enables going back and forth between $\\bar{x}$ and `x_reduced`.\n", + "\n", + "$$\\textbf{project}(\\mathbf{\\bar{x}}) = \\mathbf{Z}^T \\mathbf{(\\bar{x}-x_{particular}) = x_{reduced} = y}$$\n", + "$$\\textbf{recover}\\mathbf{(x_{reduced}) = x_{particular} + Zx_{reduced} = \\bar{x}}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "vscode": { + "languageId": "plaintext" + } + }, + "source": [ + "## Iterations in a nutshell\n", + "\n", + "DESC offers different optimizers. Unless the users specifies another optimizer, the default one is least square with trust region, in the code `lsqtr`. Here, we will show you briefly how a gradient descent based method works. First, for convenience, the objective function will be called f(x) (here the x is not strictly one of the x's defined above),\n", + "\n", + "$$f(x) = ||\\mathbf{J} \\times \\mathbf{B} - \\nabla p||^2$$\n", + "\n", + "Taylor expanding the function a close distance $\\Delta x$ around point x,\n", + "\n", + "$$f(x+\\Delta x) = f(x) + \\cfrac{df}{dx}\\Delta x + \\mathcal{O}(\\Delta x^2) $$\n", + "\n", + "For multivariable functions, $\\cfrac{d\\mathbf{f}}{d\\mathbf{x}}$ becomes a matrix known as the Jacobian. We can also represent it with gradient, so $\\cfrac{d\\mathbf{f}}{d\\mathbf{x}}=\\nabla \\mathbf{f}= \\mathbf{J}$,\n", + "\n", + "$$\\mathbf{J} = \\cfrac{d\\mathbf{f}}{d\\mathbf{x}} = \\begin{bmatrix} \\cfrac{\\partial \\mathbf{f}}{\\partial x_1} & \\cfrac{\\partial \\mathbf{f}}{\\partial x_2} & ... & \\cfrac{\\partial \\mathbf{f}}{\\partial x_n} \\end{bmatrix} = \\begin{bmatrix} \\cfrac{\\partial f_1}{\\partial x_1} & \\cfrac{\\partial f_1}{\\partial x_2} & ... & \\cfrac{\\partial f_1}{\\partial x_n} \\\\\n", + "\\cfrac{\\partial f_2}{\\partial x_1} & \\cfrac{\\partial f_2}{\\partial x_2} & ... & \\cfrac{\\partial f_2}{\\partial x_n} \\\\\n", + ". & . & ... & . \\\\\n", + "\\cfrac{\\partial f_m}{\\partial x_1} & \\cfrac{\\partial f_m}{\\partial x_2} & ... & \\cfrac{\\partial f_m}{\\partial x_n}\n", + "\\end{bmatrix} \\hspace{2cm} \\mathbf{f} \\in \\mathbb{R}^m, \\mathbf{x} \\in \\mathbb{R}^n, \\mathbf{J} \\in \\mathbb{R}^{m\\times n} $$\n", + "\n", + "The details of getting the Jacobian will be explained in `JAX and Backend` notebook. Returning back to the Taylor expansion, if we neglect higher order terms (in practice we usually do due to the computational problems thats comes with Hessians but there are several implementations in DESC that uses second or higher order terms i.e. perturbations, `fmintr` etc.),\n", + "\n", + "$$\\mathbf{f}(x+\\Delta x) = \\mathbf{f}(x) + \\mathbf{J}\\Delta x $$\n", + "\n", + "In Newton methods, at each iteration we are trying to find a $\\Delta x$ such that we will minimize $||f(x+\\Delta x)||^2$. This can be satisfied by,\n", + "\n", + "$$0 = \\mathbf{f}(x) + \\mathbf{J}\\Delta x $$ \n", + "\n", + "The aim at the end of iteration is to find the new point $x+\\Delta x$ which gives lower value of the objective function. We can find the step size as follows,\n", + "\n", + "$$\\Delta x = -(\\mathbf{J}^T\\mathbf{J})^-\\mathbf{J}^T\\mathbf{f}(x) $$\n", + "\n", + "The above equation introduced $\\mathbf{J}^T$ to prevent abuse of notation of the inverse. For non-square matrices, the inverse is not defined, one can only find left or right inverses which are called pseudo-inverse. Though, one can write $\\Delta x = -\\mathbf{J}^-\\mathbf{f}(x)$ by specifying that $\\mathbf{J}^-$ is the left inverse. Moving forward, we see that the inverse of $\\mathbf{J}^T\\mathbf{J}$ is needed which is computationally heavy and inaccurate. Instead, we will use matrix decomposition again. This time QR decomposition will be used (the user can change the decomposition type to \"SVD\" or \"Cholesky\" by supplying `tr_method` option to the optimizer). The reason for changing method is that this operation will be conducted every single iteration of the optimization, thus it needs to be fast. Although SVD is very accurate, compared to QR, it is slower. Once a QR decomposition is found, the step size can be found as follows,\n", + "\n", + "$$\\mathbf{J} = QR \\hspace{1cm} \\text{where } Q^TQ = \\mathbb{I} \\text{ and } R \\text{ is upper triangular}$$\n", + "$$\\mathbf{J} \\Delta x = -\\mathbf{f}(x) $$\n", + "$$QR\\Delta x = -\\mathbf{f}(x) $$\n", + "$$Q^TQR\\Delta x = -Q^T\\mathbf{f}(x) $$\n", + "\n", + "The last equation can be rewritten as,\n", + "\n", + "$$R\\Delta x = -Q^T\\mathbf{f}(x) $$\n", + "\n", + "Since $R$ is known to be upper triangular, the above linear system can be solved by backward substitution efficiently.\n", + "\n", + "The given procedure finds a step size but it could be too large or small which causes optimizer to diverge or last very long. Therefore, we use a method called trust-region to alter the step accordingly." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Trust Region Method\n", + "\n", + "Trust region method finds a new descent direction and a step size for $\\Delta x$ such that it satisfies $||\\Delta x||\\leq r_{tr}$ where $r_{tr} \\in \\mathbb{R}$ is a positive number. The optimization problem for this case is,\n", + "\n", + "$$\n", + "\\min_{\\Delta x} ||\\mathbf{f} + \\mathbf{J}\\Delta x||^2 \\hspace{2cm} \\text{such that } ||\\Delta x||\\leq r_{tr}, r_{tr}>0, r_{tr} \\in \\mathbb{R}\n", + "$$\n", + "\n", + "\"drawing\"\n", + "\n", + "We won't go into the details of trust region method but interested readers can refer to \"Nocedal & Wright, Numerical Optimization, Chapter 4\" for more information on this method.\n", + "\n", + "Note: DESC offers many other optimizers, check [Optimizers Supported](https://desc-docs.readthedocs.io/en/latest/optimizers.html) page for details. Trust region method or `lsq-exact` is the default for most of the optimization problem solved in DESC.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Initial Guess\n", + "\n", + "The equilibrium solution is explained above. Lastly, it is useful to show how we get the initial guess for the optimization. When an equilibrium is initialized by a LCFS, at the end of the `__init__` method, we call `set_initial_guess` which provides initial $R_{lmn}$ and $Z_{lmn}$ coefficients. This is done by scaling the given LCFS down around its central axis. $\\lambda_{lmn}$ coefficients are initialized by 0." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DESC version 0.12.3+186.g001cfa33c.dirty,using JAX backend, jax version=0.4.35, jaxlib version=0.4.35, dtype=float64\n", + "Using device: CPU, with 5.62 GB available memory\n" + ] + } + ], + "source": [ + "import sys\n", + "import os\n", + "\n", + "sys.path.insert(0, os.path.abspath(\".\"))\n", + "sys.path.append(os.path.abspath(\"../../../\"))\n", + "\n", + "import desc\n", + "import numpy as np\n", + "from desc.equilibrium import Equilibrium\n", + "from desc.plotting import plot_surfaces, plot_comparison, plot_3d\n", + "from desc.grid import LinearGrid, ConcentricGrid\n", + "import plotly.graph_objects as go\n", + "import plotly.io as pio\n", + "\n", + "# This ensures Plotly output works in multiple places:\n", + "# plotly_mimetype: VS Code notebook UI\n", + "# notebook: \"Jupyter: Export to HTML\" command in VS Code\n", + "# See https://plotly.com/python/renderers/#multiple-renderers\n", + "pio.renderers.default = \"plotly_mimetype+notebook\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# for this example, we will use the LCFS of the ATF from DESC examples\n", + "lcfs = desc.examples.get(\"ATF\").get_surface_at(rho=1)\n", + "# initialize the equilibrium object with the LCFS\n", + "eq = Equilibrium(surface=lcfs)\n", + "# plot flux surfaces of the initial guess\n", + "plot_surfaces(eq);" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "eq_solved = desc.examples.get(\"ATF\")\n", + "# we can also compare the initial guess with the actual solution\n", + "plot_comparison(eqs=[eq, eq_solved], labels=[\"Initial guess\", \"Actual solution\"]);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Computational Domain\n", + "\n", + "The toroidal domain that we are working on has a couple symmetry properties that allow us to reduce the computational domain. These are \n", + "- Number of field periods symmetry (NFP)\n", + "- Stellarator symmetry (up-down symmetry)\n", + "\n", + "Number of field periods symmetry is basically an integer quantifying how many times a certain region repeats itself along the toroidal direction. If flux surface shapes are known for a toroidal angle of $2\\pi/NFP$ then, the full $2\\pi$ can be found simply by repeating it.\n", + "\n", + "Stellarator symmtry can be shown as,\n", + "\n", + "$$R(\\rho, \\theta, \\zeta) = R(\\rho, -\\theta, -\\zeta) $$\n", + "$$Z(\\rho, \\theta, \\zeta) = - Z(\\rho, -\\theta, -\\zeta) $$\n", + "$$\\lambda(\\rho, \\theta, \\zeta) = - \\lambda(\\rho, -\\theta, -\\zeta) $$\n", + "\n", + "Let's see these in effect visually! Here, we will use `ARIES-CS` equilibrium with $NFP$=3. First, apply the $NFP$ symmetry," + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "colorbar": { + "title": { + "text": "|𝐁| (T)" + } + }, + "colorscale": [ + [ + 0, + "rgb(5,48,97)" + ], + [ + 0.1, + "rgb(33,102,172)" + ], + [ + 0.2, + "rgb(67,147,195)" + ], + [ + 0.3, + "rgb(146,197,222)" + ], + [ + 0.4, + "rgb(209,229,240)" + ], + [ + 0.5, + "rgb(247,247,247)" + ], + [ + 0.6, + "rgb(253,219,199)" + ], + [ + 0.7, + "rgb(244,165,130)" + ], + [ + 0.8, + "rgb(214,96,77)" + ], + [ + 0.9, + "rgb(178,24,43)" + ], + [ + 1, + "rgb(103,0,31)" + ] + ], + "flatshading": true, + "i": [ + 0, + 1, + 1, + 2, + 2, + 3, + 3, + 4, + 4, + 5, + 5, + 6, + 6, + 7, + 7, + 8, + 8, + 9, + 9, + 10, + 10, + 11, + 11, + 12, + 12, 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However, it is not unique, and the choice can be different for other codes. In DESC, if the equilibrium of interest has stellarator symmetry, we only consider $\\theta\\in[0, \\pi]$ and $\\zeta\\in[0, 2\\pi/NFP]$. See [Grid Dev Guide](https://desc-docs--1304.org.readthedocs.build/en/1304/notebooks/dev_guide/grid.html#Symmetry) for some other considerations related to stellarator symmetry.\n", + "\n", + "Let's see the final computational domain!" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "colorbar": { + "title": { + "text": "|𝐁| (T)" + } + }, + "colorscale": [ + [ + 0, + "rgb(5,48,97)" + ], + [ + 0.1, + "rgb(33,102,172)" + ], + [ + 0.2, + "rgb(67,147,195)" + ], + [ + 0.3, + "rgb(146,197,222)" + ], + [ + 0.4, + "rgb(209,229,240)" + ], + [ + 0.5, + "rgb(247,247,247)" + ], + [ + 0.6, + "rgb(253,219,199)" + ], + [ + 0.7, + "rgb(244,165,130)" + ], + [ + 0.8, + "rgb(214,96,77)" + ], + [ + 0.9, + "rgb(178,24,43)" + ], + [ + 1, + "rgb(103,0,31)" + ] + ], + "flatshading": true, + "i": [ + 0, + 1, + 1, + 2, + 2, + 3, + 3, + 4, + 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid_points = ConcentricGrid(\n", + " L=5,\n", + " M=5,\n", + " N=5,\n", + " NFP=eq.NFP,\n", + " sym=True,\n", + ")\n", + "\n", + "data = eq.compute([\"X\", \"Y\", \"Z\"], grid=grid_points)\n", + "x = data[\"X\"]\n", + "y = data[\"Y\"]\n", + "z = data[\"Z\"]\n", + "fig = plot_3d(eq, \"|B|\", alpha=0.1)\n", + "fig = plot_3d(eq, \"|B|\", grid=grid, alpha=0.95, fig=fig)\n", + "fig.add_trace(\n", + " go.Scatter3d(\n", + " x=x, y=y, z=z, mode=\"markers\", marker=dict(color=\"black\", size=6, opacity=1)\n", + " )\n", + ")\n", + "fig.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "desc-env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/dev_guide/grid.ipynb b/docs/notebooks/dev_guide/grid.ipynb index 91b231f636..421cfdeae5 100644 --- a/docs/notebooks/dev_guide/grid.ipynb +++ b/docs/notebooks/dev_guide/grid.ipynb @@ -45,8 +45,7 @@ "\n", "One difference between the three predefined grids is the placement of nodes.\n", "All the predefined grids linearly space each $\\theta$ and $\\zeta$ surface.\n", - "That is, on any given $\\zeta$ surface, all the nodes which lie on the same $\\rho$ surface are evenly spaced.\n", - "On any given $\\theta$ surface, all the nodes which lie on the same $\\rho$ surface are evenly spaced.\n", + "That is, For any ζ cross-section, the grid layout is the same.\n", "`LinearGrid`s in particular, also linearly spaces the $\\rho$ surfaces.1\n", "As the nodes are evenly spaced in all coordinates, each node occupies the same volume in the domain.\n", "\n", @@ -58,10 +57,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "8680d734-8ef6-4dbc-b016-3abebe3faa1c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DESC version 0.12.3+10.g5d0c62825.dirty,using JAX backend, jax version=0.4.33, jaxlib version=0.4.33, dtype=float64\n", + "Using device: CPU, with 4.88 GB available memory\n" + ] + } + ], "source": [ "import sys\n", "import os\n", @@ -150,7 +158,7 @@ "source": [ "Regarding node placement, the only difference between `QuadratureGrid` and `LinearGrid` is that `QuadratureGrid` does not evenly space the flux surfaces.\n", "\n", - "As can be seen above, although the `ConcentricGrid` has nodes evenly spaced on each $\\theta$ curve, the number of nodes on each $\\theta$ curve is not constant.\n", + "As can be seen above, although the `ConcentricGrid` has nodes evenly spaced on each $\\rho$ surface, the number of nodes on each $\\rho$ surface is not constant.\n", "On `ConcentricGrid`s, the number of nodes per $\\rho$ surface decreases toward the axis.\n", "The number of nodes on each $\\theta$ surface is also not constant and will change depending on the `node_pattern` as documented [here](https://desc-docs.readthedocs.io/en/latest/notebooks/basis_grid.html#Concentric-grids).\n", "\n", @@ -172,7 +180,7 @@ "The number of nodes in any given grid is stored in the `num_nodes` attribute.\n", "The grid object itself is a `num_nodes` $\\times$ 3 numpy array.\n", "That is `num_nodes` rows and 3 columns.\n", - "Each row of the grid represents a single node.\n", + "Each row of the `grid.nodes` represents a single node.\n", "The three columns give the $\\rho, \\theta, \\zeta$ coordinates, respectively, of any node.\n", "\n", "All quantities that are computed by DESC are either a global scalar or an array with the same number of rows as the grid the quantity was computed on.\n", @@ -183,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 22, "id": "80b2df38-2b33-4483-8f9e-6ed697dd6b5c", "metadata": {}, "outputs": [ @@ -191,34 +199,25 @@ "name": "stdout", "output_type": "stream", "text": [ - " grid nodes ψ B\n", - "[0.212 0.000 0.000] [0.007] [2.708e-18 3.534e-01 3.555e-02]\n", - "[0.212 2.094 0.000] [0.007] [0.047 0.317 0.060]\n", - "[0.212 4.189 0.000] [0.007] [-0.047 0.317 0.060]\n", - "[0.591 0.000 0.000] [0.056] [-5.055e-18 3.830e-01 -4.191e-02]\n", - "[0.591 2.094 0.000] [0.056] [0.136 0.378 0.050]\n", - "[0.591 4.189 0.000] [0.056] [-0.136 0.378 0.050]\n", - "[0.911 0.000 0.000] [0.132] [-2.726e-17 2.630e-01 -7.147e-02]\n", - "[0.911 2.094 0.000] [0.132] [0.222 0.364 0.061]\n", - "[0.911 4.189 0.000] [0.132] [-0.222 0.364 0.061]\n", - "[0.212 0.000 0.110] [0.007] [-0.026 0.366 -0.011]\n", - "[0.212 2.094 0.110] [0.007] [-0.063 0.326 -0.006]\n", - "[0.212 4.189 0.110] [0.007] [-0.050 0.374 -0.073]\n", - "[0.591 0.000 0.110] [0.056] [0.056 0.419 0.060]\n", - "[0.591 2.094 0.110] [0.056] [-0.031 0.311 0.050]\n", - "[0.591 4.189 0.110] [0.056] [-0.025 0.374 -0.123]\n", - "[0.911 0.000 0.110] [0.132] [0.177 0.409 0.141]\n", - "[0.911 2.094 0.110] [0.132] [-0.028 0.233 0.039]\n", - "[0.911 4.189 0.110] [0.132] [-0.057 0.360 -0.219]\n", - "[0.212 0.000 0.220] [0.007] [ 0.026 0.366 -0.011]\n", - "[0.212 2.094 0.220] [0.007] [ 0.050 0.374 -0.073]\n", - "[0.212 4.189 0.220] [0.007] [ 0.063 0.326 -0.006]\n", - "[0.591 0.000 0.220] [0.056] [-0.056 0.419 0.060]\n", - "[0.591 2.094 0.220] [0.056] [ 0.025 0.374 -0.123]\n", - "[0.591 4.189 0.220] [0.056] [0.031 0.311 0.050]\n", - "[0.911 0.000 0.220] [0.132] [-0.177 0.409 0.141]\n", - "[0.911 2.094 0.220] [0.132] [ 0.057 0.360 -0.219]\n", - "[0.911 4.189 0.220] [0.132] [0.028 0.233 0.039]\n" + "grid nodes ψ B \n", + "[0.355 0.000 0.000] [0.020] [0.000 0.380 0.007]\n", + "[0.355 2.094 0.000] [0.020] [0.079 0.339 0.057]\n", + "[0.355 4.189 0.000] [0.020] [0.000 0.339 0.057]\n", + "[0.845 0.000 0.000] [0.114] [0.000 0.303 0.000]\n", + "[0.845 2.094 0.000] [0.114] [0.205 0.379 0.057]\n", + "[0.845 4.189 0.000] [0.114] [0.000 0.379 0.057]\n", + "[0.355 0.000 0.110] [0.020] [0.000 0.380 0.011]\n", + "[0.355 2.094 0.110] [0.020] [0.000 0.319 0.017]\n", + "[0.355 4.189 0.110] [0.020] [0.000 0.381 0.000]\n", + "[0.845 0.000 0.110] [0.114] [0.149 0.425 0.122]\n", + "[0.845 2.094 0.110] [0.114] [0.000 0.259 0.049]\n", + "[0.845 4.189 0.110] [0.114] [0.000 0.364 0.000]\n", + "[0.355 0.000 0.220] [0.020] [0.000 0.380 0.011]\n", + "[0.355 2.094 0.220] [0.020] [0.037 0.381 0.000]\n", + "[0.355 4.189 0.220] [0.020] [0.051 0.319 0.017]\n", + "[0.845 0.000 0.220] [0.114] [0.000 0.425 0.122]\n", + "[0.845 2.094 0.220] [0.114] [0.047 0.364 0.000]\n", + "[0.845 4.189 0.220] [0.114] [0.025 0.259 0.049]\n" ] } ], @@ -227,8 +226,9 @@ "grid = QuadratureGrid(L=2, M=1, N=1, NFP=eq.NFP)\n", "data = eq.compute([\"B\", \"psi\"], grid=grid)\n", "\n", - "print(\" grid nodes \", \"ψ\", \" B\")\n", - "for node, psi, b in zip(grid.nodes, data[\"psi\"], data[\"B\"]):\n", + "print(f\"{'grid nodes':25}\", f\"{'ψ':10}\", f\"{'B':10}\")\n", + "for node, psi, b in zip(grid.nodes, data[\"psi\"], np.array(data[\"B\"])):\n", + " b[b < 1e-10] = 0\n", " print(node, \" \", np.asarray([psi]), \" \", b)" ] }, @@ -237,14 +237,14 @@ "id": "8a0dc378-334b-4dea-8420-6bf8787be13b", "metadata": {}, "source": [ - "The leftmost block are the nodes of the grid.\n", + "The leftmost block shows the $[\\rho, \\theta, \\zeta]$ position of each node of the grid.\n", "\n", "The middle block is a flux surface function.\n", "In particular $\\psi$ is a scalar function of the coordinate $\\rho$.\n", "We can see $\\psi$ is constant over all nodes which have the same value for the $\\rho$ coordinate.\n", "\n", "The rightmost block is the magnetic field vector.\n", - "The columns give the $\\rho, \\theta, \\zeta$ components of this vector.\n", + "The columns give the $R, \\phi, Z$ cylindrical components of this vector.\n", "Each row is the evaluation of the magnetic field vector at the node on that same row." ] }, @@ -513,6 +513,15 @@ "H = data[\"psi\"] * data[\"|B|\"] * surface_integrals(grid=grid, q=Q, surface_label=\"rho\")\n", "```\n", "\n", + "Important Note: Please notice that for the examples shown here, the Jacobian term is baked into the function $Q$ we are integrating. As described above, $d\\rho, d\\theta, d\\zeta$ weights doesn't account for the shape of the surfaces. For integrals over constant parameter surfaces, the required 2D Jacobian determinants are as follows,\n", + "\n", + "* over constant $\\rho$ surface : $|e_{\\theta} \\times e_{\\zeta}|$\n", + "* over constant $\\theta$ surface : $|e_{\\zeta} \\times e_{\\rho}|$\n", + "* over constant $\\zeta$ surface : $|e_{\\rho} \\times e_{\\theta}|$\n", + "* for volume integral: $\\sqrt{g}$\n", + "\n", + "So, one needs to multiply $Q$ by these quantities before taking the integral.\n", + "\n", "Below is a visual of the output generated by `surface_integrals`." ] }, @@ -686,7 +695,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 26, "id": "3f4b60b7-be21-4984-b0b5-ee3e6b7959e1", "metadata": {}, "outputs": [ @@ -699,9 +708,9 @@ }, { "data": { - "image/png": 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", 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671G1w/ArYhdYy6zYOXEnLEeY3FDgqXc4MH3PHnxdU+O1G1RqgRPAexUVuPb772FjcqN5TGyC0ImnTzCpaY8dsFfaseuSXWg80ah2NERua3Q48JO9e/FtbW1QDBLuKgea5/BZsH8/HNw+msbEJsiUv1uOw3ccVjsMvyZ2ga3Uhj3T98Bex/Ne8n8igl/l5+PL6momNR1wAFhfXo57jxxROxTyISY2QaRuTx1+mP+D2mEEBLELLAct2H/9foiTBwryb386cQJvlZUF1ZVP3eUE8PiJE3ijpETtUMhHmNgECWu5FXtm7gnKy7m7S+yCyg8qcezBY2qHQtSujZWVuOfIkWAf/99l2fn5+LamRu0wyAeY2AQBp92JfXP3wVZmC9wbWapFgILlBSh/t1ztSIjOkd/QgJ99/73aYQQkpwiu3rsXxU1NaodCXsbEJggUPlGImq9r2FrjgQOLDqCphD+A5D/sTifm//ADmpxOttZ0gwPAKbsdN+bncwI/jWFio3H1P9Tj6H1HtXfHux7mbHDiP4v/wx9A8htPFhYir66Ol3V7wC6CjVVVeLO0VO1QyIuY2GiY0+7E/gX71Q5DE8QuqPxHJcreKlM7FCLsr6/HfUeP8nzFS5YcPMguKQ1hYqNhhU8Uom53HbugvOg/t/wH1lKr2mFQEHOIYOH+/ex+8iKL04nF+flqh0Fe4lZiY7PZYLFYWj3Iv1lLrTi27Bi7oLzM2eBs3q5EKllXWoqddXWcr8aL7CL4Z1UVPq2qUjsU8gK3EpucnByEhYW5HjExMb6OizxUsKKALTU+IHZB0UtFaDjUoHYoFISanE78gZPL+YQewN2HD3McnQa4ldj88Y9/RENDg+tRWVnp67jIA5YjFpx87iQTGx9RFAVH/8hbUlDPe6GoCCVWK7uhfMABIK++HhvKObVDoHMrsTEajQgNDW31IP919L6jUHSK2mFoltgF5X8tR+3OWrVDoSBSa7dj2bFj7F32IR2A3x85AjtvlBnQOHhYYyxHLCh7uwxi4zmdLykGBQUrCtQOg4LIi8XFqLHz4m5fcgI41tiIv7HVJqAxsdGYoueLoOjZWuNrYhdUvFeBppO8RJR8zymCVYWFnDi8BygAVp08qXYY5AEmNhrisDhQ9EIRx9b0EEWnoOilIrXDoCDwyalTOM55VnqEE8A3NTXYU1endijUTUxsNKT8b+Vw1PKcrqeIXVD05yI4beyPJ99aXVgIg9pBBBGjouBZttoELCY2GnJy9cnmdlTqMbYKGyo/4FWC5DuFjY3YWFXFWyf0IJsIXi0tRR3HNAUkJjYa0VTUhNrttZyQr6cZgPL1HGhIvvNeZSV/qFXQ6HTik1On1A6DuoH7i0ZU/qOStakGO1D5QSW7o8hn3i0v5/mKCgyKgvcqKtQOg7qBh0KNqPg7d0C1OOocOL31tNphkAbV2O34orqaE/KpwC6C9yor4eBMxAGHiY0GOOodOPXZKXZDqUQxKqh8n+NsyPs+qqribq2iarsd39TUqB0GdRETGw2o/rKaE/KpSGzCAcTkEx9VVUGv8IoAtRgVBR/xxpgBh4mNBtRur4Vi4o+fmiyHLbDX8QoK8q5/19TwLt4qsotgG1tsAg4TGw2o/a6WLTZqE6AujxN6kfc0Ohz4TwPvIq8mAfBdbS3v+B1gmNhoQM22GnB0oboUg9J8uT2Rl+ypr+ctFPzAKbsdhZz1OaAwsQlw1lIrbGU2tcMIeiKC2h1MbMh7ttfWQq92EAQA2FHLfTuQ+PUs3U1FTbCf4riFjtR8x/5fv+AAar+tRf339WpHEhDKwp1oiOF5VUe2nj7NicT9gAHAF9XVGBQWpnYofi/KYECS2ax2GFCkG52HFosFYWFhaGhoQGhoqC/iQlNRE7YN2gZnAy92JNKSihhgwRtAU4jakRCRN4XpdDiYlaV6cuO3p0z2U3YmNUQaVBvOpIZIixqcTpzyg/tr+W1iQ0RERNRVTGyIiIhIM5jYEBERkWa4dVWUzWaD/Yx+M4vF4rOAzlSOctSBk54RaclJK4CjakdBRF7Xu7faEQBwM7HJycnB8uXLfR1LK6drT2M+5sMO9QciEZEXFQHIVjsIIvI6gwG1BQVAr16qhuHW5d5ttdjExMT49HLv+u/rsXH4RrbYEGnMySTg/hVqR0FEXte7N/ZdeSUuUDmxcavFxmg0wmg0+jqWc8T9+I+INMQE4Hy1gyAireLgYSIiItIMJjZERESkGUxsiIiISDOY2BAREZFm+G1iY4gyQBfmt+ERUTeF1wLmRrWjICJvC9PpEGVw65okn/Lbu3sDzXf4tp/iPDYdsVfbsWvSLrXDID0Q85MYpK5IVTuSgFAW7kRDDE9cOrK+rAwPFhSAtwJW358HDcLkPn3UDsPvRRkMqt/ZG3Dzcm+1mJPMMCepv5H8nSnJBGuRVe0wgl70FdHodYG68zcECl7t3bmm2FgsKyhQOwwCcE1sLPr6wQGb3MNTJg2IyIpgTarNAfQe7R/TiZM2DO/VCwZFUTuMoBdnNDKpCTA8HGpA+EXhUPT8AVSVDuidycSGvMek02FoWJjaYQQ1BcDY8HC1w6AuYmKjAeEXhUNsXR4qRV4Ulh4Gfahe7TBIYyZGRsLIVhvVGBQFWRERaodBXcTERgMiJ0VCF8KqVItiVBAzK0btMEiDZkZHw9b16zvIS2wimBEdrXYY1EU8GmqAPkSPqOlRABsMVCE2QeysWLXDIA26IioKJrbYqCbWaMRodkUFHCY2GhE7JxbgiZ0qDH0MzQO4ibwsTK/H5VFR/KFWgVFRMDc2FjomlgGH+4tGxFwVw8RGBYpBQeycWA7eJp+ZG8vWQDXYRDCb2z4gMbHRCFOcCZGTIlmjPUzsgrhr49QOgzRsVmwsmDb3vN56PS7jpHwBiYdBDem3tB84TWnPMvUzIXo6BxeS7ySYTLgmLo5z2vQgo6JgcWIiQvUcuBiImNhoSOycWBhi/XoyaW3RA/2X9mc3FPncbf36wc6ro3qMTQQ3JyWpHQZ1ExMbDdEZdei3pB8UAw+0PUFRFPTN7qt2GBQELo6MxODQUHZJ9QA9gEv79MFgTo4YsJjYaEzSr5MgTp7Z+ZpiUBD3sziY4kxqh0JBQFEU/KZ/fyY2PcAB4PZ+/dQOgzzAxEZjzP3MSPxVIlttfEwcgpT7UtQOg4LIor59EWc0qh2GpukADAsLwyxeDRXQmNho0IBlA1izPqQYFPRd1Be9hvJO3tRzQvV65KSmstXGh5wA/pSWxrlrApxbhz+bzQaLxdLqQf7LnGRG8p3JAMcR+4byY/JI1MN+kZCA1JAQnrf4gB7AhIgI3kJBA9zaP3JychAWFuZ6xMTwvjj+LvmeZN6U0QcUg4L+v+mPkOQQtUOhIGTQ6fBYWhpndfABB5pbaxS21gQ8RaTzawhtNhvsdrvrb4vFgpiYGDQ0NCA0NNSnAVL3nXzuJA7eepAzEnuLAhhjjRibPxbGKI51IHWICC7Ly8OWmhpeAu4lBkXBtXFxWDdsmNqhkBe41WJjNBoRGhra6kH+L+mmJEROiuRAYm8RIP2VdCY1pCpFUZA7ZAiMbFnwCgVAH4MBawYNUjsU8hJ21WqYolMw5NUhTGy8QDEoiF8Qj9irebUEqW9AaCieTEvjQGIvEAAvp6cjmlecaQYTG40LPT8UaU+mgb+AHlAAQ5QBg1bxjI78x01JSbgkMpK3WvCAQVFwXXw8L+/WGCY2QSDppiREz4xmy40Hhq4byi4o8iuKouD1oUMRrtfzh7wbDACSTCZ2QWkQ94cgoOgUDHtrGEJSQ3gJeDcMfGogoq/gJaDkf5JDQvD+8OFskO0iBYBJp8PGESPYBaVBTGyChCHCgBEbRzRfAs5ad48e6LuoL/rdzunVyX9N6tMHzw8erHYYAeftYcNwQS9OsqlFPMQFkdC0UAz/+3C1wwgIikFB+OhwDH5uMOe1IL93Y1ISbuvXjz/oblAAPHz++fgJx9VoFveDIBN1eRSG5A7hYOIOKAYFIWkhyPhHBnRm7iIUGJ5KS8Oc2FhwWs72KQBuTkrCPeedp3Yo5EP81Q5CfW/oi8EvsOm6LYpBgfk8M0ZuHsk7d1NAMeh0eGvYMEyPjmZy0wYdmm8kumbQILbCahwTmyCVtDgJ6X9JZ8vNGRSDgpDUEIzaMgrmvma1wyHqMpNOh78PH46rYmL4434GBcCNiYl4KT2dN7gMAvzuB7HEXyVi6BtDmy8DD/Zvgh7oNbxXc1KTyKSGApdJp8P6Cy7A/Ph4nrf86M7+/fH84MFMaoJEsB/Ogl7C/ASM/HIkDFGG4J3nRgHifxaPUf8exe4n0gSjTofXhg7FI6mpUBCcDbM6NE/A90p6Ov40cCC7n4KIWzfBPJvFYkFYWBhvgqkhjYWN2Hv1XtTvq2++zW0w+PF3LvWRVCTfncwfPtKkjZWV+Nn336PJ6YS985drgkFREKnX4/2MDEyIjFQ7HOphTGzIxdHgQP7ifJStK2s+6Gv4xsGKQYEuVIdhbw1DzFUxaodD5FP76+sxa98+HLVYNH/eogMwsndv/N/w4UgOCVE7HFIBExs6R/m75chfnA9HjQNi12Z2E3N1DAa/NJiDhCloNDoceODYMTx+4gR00F7DbMs9sx4cMAB3JyfDoONIi2DFxIbaZK2w4uCtB1H+13LNtN60tNIMfm4w4ufHs+uJgtI3p09jwf79ONbYqJnkRgdgRK9eeIOzCROY2FAnyv+vHIfvOIzGgsaATW4UgwJxCOKvj0fa42lspaGg1+hwYOXx43jsxAnYRWDv+mHALxgAhOr1WDZgAG7v14+tNASAiQ25wWlzouSVEhy9/yhsVbbAacPWA3AA0VdFI/WRVPQe3lvtiIj8SqnVioeOHcPzRUVQFCVgEhyDokAH4K7kZNydnIw+vJElnYGJDbnN0eBA4apCnHj8BOyn7M1dVE61ozqXYlQgNkHkJZFIfTgVkRN5VQRRR45YLPjfo0fxdlmZXyc4egB6RUF2YiL+NyUFiWa2vtK5mNhQlzmtTpS/W46Tq06i5usaVyKhqh8n69CF6JCYnYikW5LQaxj72om6oqSpCS+XlGDNyZMosVpbGj1VZQBgBzAgJAS/6dcPv+jbF1FsoaEOMLEhj9TtrUPxS8Uo/1s5rCXWnk1y9GhuMVKAyImRSLg+AfHXx8PQ29Azn0+kUXanE/+sqkJucTE+OnUKjU4njIoCWw+15LR8Vm+9HldHR+NXiYm4LCqKMweTW5jYkFeICOp216Hyg0qUbyhH/e56AD92CznEK11WilFpvvxcAF0vHWKujEHsnFhEz4yGMYpncES+0OhwYFN1Nd6vrMS75eUos9kAACZFgdULiY6C5kSm5b2SzWb8NC4Os2JiMCkyEkYOCKYuciuxsdlssNv/O2elxWJBTEwMExtql63ahrqddajdUYva7bWo+aYGTYVNrRMcPaDolP/O9/7jN/HsFh9dmA69hvdCxLgIhI8OR/jocIQNCYOi59kbUU8SERxvasKO2lrsqK3Ftpoa7KirQ7W99ZzGBkVpdSsH+XHds2c+jjUaMSY8HFnh4Rj94yOJ42bIQ24lNsuWLcPy5cvPWc7EhrpCHAJruRXW4uZHU1ETnA1OiF0gDoFiVKAYFBhjjTAnmmFKNMGUaIIhnF1LRP6s0eFAidWK4h8fpVYrrCKwOZ1QFAUGRUGITocEoxGJZjOSTCYkmEwwsTWGfIAtNkRERKQZbp0KG41GGDkKnYiIiPwc2wGJiIhIM7o1eKGl98pisXg1GCIiIqKOhISEdHivv24lNo2NjQCAmJiY7kVFRERE1A2dje/t1jw2TqcT1dXVnWZNnmgZoFxZWckByipjXfgH1oP/YF34D9aFf+jJevBJi41Op0N0dHS3g+qK0NBQfln9BOvCP7Ae/Afrwn+wLvyDP9QDBw8TERGRZjCxISIiIs3w28TGYDDggQcegMHAWWfVxrrwD6wH/8G68B+sC//gT/XQrcHDRERERP7Ib1tsiIiIiLqKiQ0RERFpBhMbIo0QEYwbNw6KomDz5s1qh0NEGtHQ0IA77rgDer0ea9euVTucTvVoYmO32/Hwww9j2LBhGDFiBIYOHYqcnJxWdw7vyJ49e3DllVciPT0d6enpmDlzJnbv3u3jqLWpu3Vht9vx7rvvYvbs2UhPT0dGRgaGDh2K7OxsHD58uIei1xZP94sWL730ErZt2+ajKLXP03qwWCzIycnB2LFjMXr0aAwYMACjRo3Co48+6uPItceTunA4HPjzn/+M0aNHIyMjAxkZGRgzZgxefPFFOJ3OHoheWzZt2oTMzEx88cUX3dp+qhy3pQdlZ2dL37595dChQyIicvDgQYmPj5fs7OxO1923b5+Eh4fLPffcI06nU5xOp9x1110SHh4u+/bt83XomtPduvj6668FgDz88MNit9tFRKSoqEhGjx4tERER8sMPP/g8dq3xZL9oUV5eLnFxcTJr1iwBIJs2bfJRtNrlST3U19fL+PHj5de//rXU19eLiIjVapXs7GzJysryadxa5EldLF26VADIO++841r2zjvvCAC56667fBazVo0bN062bt0qubm5AkByc3PdXlet43aPJTYtB8Snn3661fInnnhCAMg333zT4frTp0+XuLg4sVqtrmVNTU0SExMjM2bM8EnMWuVJXXz99ddy/vnnn7P8ww8/FACyZMkSr8erZZ7uFy2ys7PltttukwceeICJTTd4Wg/33HOPDBo0yJXstygrK5PPP//c6/Fqmad1ER4eLsOHDz9n+fDhwyUqKsqrsQYDm80mItKtxEat43aPdUWtW7cOADBt2rRWy6dPnw4AePPNN9tdt6KiAp988gkuvfRSGI1G13KTyYRLL70UH3/8MSoqKnwQtTZ5UhdZWVnIz88/Z/l5550HAKiqqvJWmEHBk7po8fXXX2Pjxo1YsWKF9wMMEp7Ug9VqxQsvvIC5c+dCr9e3ei4uLg6XXnqpl6PVNk/3iYiIiDa7rGw2G0wmk5eiDB7dnZdGzeN2jyU2O3fuBACkpqa2Wp6WlgYA2LVrV7vr5uXlwel0ul57poEDB8LpdHKsTRd4UheKorT6krb44YcfAABTp071VphBwZO6AJrHE9xyyy149NFHERkZ6Zsgg4An9bB3715UV1cjKSkJy5Ytw5gxY5Ceno5Jkybhueeeg3CqsC7xdJ945JFHcPjwYaxevRpOpxNOpxOrVq1Cfn4+/vCHP/gmaDqHmsftHpsisLy8HGazGWazudXykJAQmEwmlJeXd7gu0JyJn61lWUfrU2ue1EVbRASrVq1CVlYWbrjhBm+Gqnme1sWaNWsQHh7O7e4hT+rh2LFjAID77rsPN998M7Zs2QKj0Yh169bhl7/8JbZv346XX37Zl+Friqf7xIIFCxAVFYWlS5fivvvuAwBERkZiw4YNuOaaa3wWN7Wm5nHbLy737uj2475cl87Vne35yCOP4MSJE1i/fr1fTKetFZ3VRXFxMR588EE8++yzPRRRcOqsHiwWC4DmbqdHH30UISEh0Ov1WLhwIa699lq88sor2LNnT0+Eqnnu/D7l5OTgmmuuwYoVK1BVVYWqqio8/PDDWLhwIV588cUeiJI64+vjdo8lNnFxcWhqakJTU1Or5Y2NjWhqakJcXFyH6wJATU3NOc+dPn261Wuoc57UxdnWrFmD3NxcbNq0Cf379/d2qJrnSV387ne/ww033ICMjAxfh6l5ntRDy9nnqFGjoNO1/knNysoC0DwOitzjSV0cOHAA999/P+bNm4f58+dDr9dDr9djwYIFmD17Nm699VYcPXrU10UgqHvc7rHE5sILLwQAHDlypNXylrlPRo0a1e66I0eOhE6na3OelEOHDkGn0yEzM9OL0WqbJ3VxpoceegivvPIKvvrqK6SkpHg3yCDhSV1s2rQJH3/8MUaOHOl6PP/88wCAG2+8ESNHjsTdd9/to8i1xZN6GD58OIDm8U5naxlMzPlT3OdJXezevRsigiFDhpzz3NChQ2G327F9+3YvRkvtUfO43WOJzXXXXQcA+PTTT1st//jjjwEA8+fPdy0rKyuDzWZz/R0bG4srrrgCmzdvbjXa3WazYfPmzZg2bRpiY2N9Gb6meFIXQPOYmttvvx2ffvopNm/ejISEBADNXSOzZs3yZeia40ldFBcX4/vvv0deXp7rcfPNNwMA/vKXvyAvLw+PP/64r4ugCZ7UQ2pqKkaNGoXdu3efk8C0DHQdP368T+LWIk/qIjExEcB/xz2dqSVRio+P92q81Myvjts+u5C8DYsWLZKkpCQ5fPiwiIgcOnRIEhISZNGiRa7XbN26VfR6vVx55ZWt1m2Z6Ofee+91TfTz+9//nhP0dVN368Jqtcr8+fMlLi5OXnrpJXn99dddj6eeekpSUlJ6uigBz5P94mycx6b7PKmHr776Ssxmsyxfvty17OOPPxaTydRqfXJPd+vC4XDIxIkTxWw2y2effeZa/sknn4jJZJJx48adM9cQuaejeWz87bjdo4mNzWaTFStWyJAhQyQjI0PS09PloYceck0AJCKye/duiY6OlsWLF5+zfl5ensyYMUPS09Nl8ODBMn36dNm1a1cPlkA7ulsX7733ngBo98HEpus83S9ERJ555hnJzMyUhIQEASBpaWmSmZkpW7du7aliBDxP6+Hf//63TJ06VVJSUmTgwIEyYsQIWbVqlTgcjp4shiZ4Uhd1dXWycuVKyczMlGHDhsmwYcNkxIgRkpOTI7W1tT1dlIC3YsUKyczMlOTkZAEgycnJkpmZKStXrnS9xt+O24oIJ1kgIiIibfCLy72JiIiIvIGJDREREWkGExsiIiLSDCY2REREpBlMbIiIiEgzmNgQERGRZjCxISIiIs1gYkNERESawcSGiIiINIOJDREREWkGExsiIiLSDCY2REREpBkGtQMgouBy8uRJrF27FlarFSkpKcjOzlY7JCLSECY2RNRjdu/ejVtuuQXvv/8+YmNjMX36dJjNZlx//fVqh0ZEGsGuKCLqEY2NjbjmmmuwYsUKxMbGAgBGjx6N3NxclSMjIi1hYkNEPeKVV15BSEgILrvsMteyqqoqVFRUqBgVEWkNExsi6hHvvPMO5syZ02rZzp07MXDgQHUCIiJNYmJDRD5ntVrx7bff4uKLL3YtKy4uxo4dO3DttdeqGBkRaQ0TGyLyue+++w6NjY0YOXKka9lzzz2HzMxMzJs3T73AiEhzmNgQkc999dVXiI+Px6ZNmwA0Xx21fv16bNiwAXq9XuXoiEhLFBERtYMgIm27+uqrMXDgQEyePBn79u0DACxZsgQxMTEqR0ZEWsPEhoh8SkQQExODl19+GXPnzlU7HCLSOHZFEZFP7du3D9XV1bjkkkvUDoWIggATGyLyqe+++w6jRo1itxMR9Qh2RRGRT9XW1qKhoQEJCQlqh0JEQYCJDREREWkGu6KIiIhIM5jYEBERkWYwsSEiIiLNYGJDREREmsHEhoiIiDSDiQ0RERFpBhMbIiIi0gwmNkRERKQZTGyIiIhIM/4/E7QZFChz2rAAAAAASUVORK5CYII=", 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The left node has 𝑑𝜌=0.625, the middle node has 𝑑𝜌=0.25, the right has 𝑑𝜌=0.075\n" + ] + }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -754,8 +770,8 @@ "\n", "print(\"The left node has 𝑑𝜌=0.75, the right has 𝑑𝜌=0.25\")\n", "figure, axes = plt.subplots(1)\n", - "axes.add_patch(plt.Circle((0.5, 0), 0.1, color=\"m\"))\n", - "axes.add_patch(plt.Circle((1, 0), 0.1, color=\"c\"))\n", + "axes.add_patch(plt.Circle((0.5, 0), 0.15, color=\"m\"))\n", + "axes.add_patch(plt.Circle((1, 0), 0.05, color=\"c\"))\n", "axes.add_patch(plt.Rectangle((0, -0.0125), 0.75, 0.025, color=\"m\"))\n", "axes.add_patch(plt.Rectangle((0.75, -0.0125), 0.25, 0.025, color=\"c\"))\n", "axes.plot(rho, np.zeros_like(rho), color=\"k\")\n", @@ -766,10 +782,11 @@ "plt.title(\"Two nodes and their d\" + r\"$\\rho$\" + \" weight\")\n", "plt.show()\n", "\n", + "print(\"The left node has 𝑑𝜌=0.625, the middle node has 𝑑𝜌=0.25, the right has 𝑑𝜌=0.075\")\n", "figure, axes = plt.subplots(1)\n", - "axes.add_patch(plt.Circle((0.5, 0), 0.05, color=\"m\"))\n", + "axes.add_patch(plt.Circle((0.5, 0), 0.13, color=\"m\"))\n", "axes.add_patch(plt.Circle((0.85, 0), 0.05, color=\"r\"))\n", - "axes.add_patch(plt.Circle((1, 0), 0.05, color=\"c\"))\n", + "axes.add_patch(plt.Circle((1, 0), 0.015, color=\"c\"))\n", "axes.add_patch(plt.Rectangle((0, -0.0125), 0.675, 0.025, color=\"m\"))\n", "axes.add_patch(plt.Rectangle((0.675, -0.0125), 0.25, 0.025, color=\"r\"))\n", "axes.add_patch(plt.Rectangle((0.925, -0.0125), 0.075, 0.025, color=\"c\"))\n", @@ -826,7 +843,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 29, "id": "3da00639-9c05-4076-8660-f6f5b4c183fc", "metadata": {}, "outputs": [ @@ -839,9 +856,9 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] }, "metadata": {}, @@ -874,7 +891,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 32, "id": "5cf2d2ec-4f85-4d73-90a7-332c4ed4499b", "metadata": {}, "outputs": [ @@ -887,9 +904,9 @@ }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -906,7 +923,7 @@ "figure, axes = plt.subplots(1)\n", "axes.plot(a, b, color=\"k\")\n", "axes.add_patch(plt.Circle((0, 1), 0.15, color=\"r\"))\n", - "axes.add_patch(plt.Circle((1, 0), 0.15, color=\"c\"))\n", + "axes.add_patch(plt.Circle((1, 0), 0.1, color=\"c\"))\n", "axes.add_patch(plt.Circle((0, -1), 0.15, color=\"m\"))\n", "axes.add_patch(Arc((0, 0), 2, 2, theta1=45, theta2=180, color=\"r\", linewidth=10))\n", "axes.add_patch(Arc((0, 0), 2, 2, theta1=-45, theta2=+45, color=\"c\", linewidth=10))\n", @@ -960,7 +977,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 42, "id": "ea43241a-c0e6-4cc3-ab65-95b4929de5d0", "metadata": {}, "outputs": [ @@ -970,14 +987,14 @@ "text": [ "The same two nodes with symmetry set to true\n", "Notice now the red node is given more weight\n", - "because there is implicitly a duplicate of that node (in black) across the axis of symmetry.\n" + "because there is implicitly a duplicate of that node (black one at the bottom) across the axis of symmetry.\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -988,7 +1005,7 @@ "print(\"The same two nodes with symmetry set to true\")\n", "print(\"Notice now the red node is given more weight\")\n", "print(\n", - " \"because there is implicitly a duplicate of that node (in black) across the axis of symmetry.\"\n", + " \"because there is implicitly a duplicate of that node (black one at the bottom) across the axis of symmetry.\"\n", ")\n", "theta = np.linspace(0, 2 * np.pi, 100)\n", "radius = 1\n", @@ -997,9 +1014,10 @@ "\n", "figure, axes = plt.subplots(1)\n", "axes.plot(a, b, color=\"k\")\n", - "axes.add_patch(plt.Circle((0, 1), 0.15, color=\"r\"))\n", - "axes.add_patch(plt.Circle((1, 0), 0.15, color=\"c\"))\n", + "axes.add_patch(plt.Circle((0, 1), 0.3, color=\"r\"))\n", + "axes.add_patch(plt.Circle((0, 1), 0.15, color=\"k\"))\n", "axes.add_patch(plt.Circle((0, -1), 0.15, color=\"k\"))\n", + "axes.add_patch(plt.Circle((1, 0), 0.1, color=\"c\"))\n", "axes.add_patch(Arc((0, 0), 2, 2, theta1=45, theta2=180, color=\"r\", linewidth=10))\n", "axes.add_patch(Arc((0, 0), 2, 2, theta1=-45, theta2=+45, color=\"c\", linewidth=10))\n", "axes.add_patch(Arc((0, 0), 2, 2, theta1=-180, theta2=-45, color=\"r\", linewidth=10))\n", @@ -1015,7 +1033,7 @@ "source": [ "## Symmetry\n", "\n", - "For many stellarators we can take advantage of [stellarator symmetry](https://w3.pppl.gov/~shudson/Papers/Published/1998DH.pdf).\n", + "For many stellarators we can take advantage of [stellarator symmetry](https://www.sciencedirect.com/science/article/pii/S0167278997002169?via%3Dihub).\n", "When we set stellarator symmetry on, we delete the extra modes from the basis functions.\n", "This makes equilibrium solves and optimizations faster.\n", "\n", @@ -1038,7 +1056,7 @@ "However, recall that `ConcentricGrid` has a decreasing number of nodes on every $\\rho$ surface, and hence on every $\\theta$ curve, as $\\rho$ decreases toward the axis.\n", "This poses an additional complication because it means the \"number of nodes to delete\" in the denominator of the rightmost fraction above is a different number on each $\\theta$ curve.\n", "\n", - "After the initial grid construction process described earlier, all grid types have a call to a function named `enforce_symmetry()` which\n", + "After the initial grid construction process described earlier, all grid types (except `QuadratureGrid` which doesn't have symmetry attribute) have a call to a function named `enforce_symmetry()` which\n", "1. identifies all nodes with coordinate $\\theta > \\pi$ and deletes them from the grid\n", "2. properly computes this scale factor for each $\\theta$ curve\n", " - The assumption is made that the number of nodes to delete on a given $\\theta$ curve is constant over $\\zeta$.\n", @@ -1185,7 +1203,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 34, "id": "e74adbc8-f1db-417a-bbc0-11db702f3b42", "metadata": {}, "outputs": [ @@ -1489,7 +1507,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "desc-env", "language": "python", "name": "python3" }, @@ -1503,7 +1521,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.4" + "version": "3.12.7" }, "toc-autonumbering": true, "toc-showcode": true, diff --git a/docs/notebooks/tutorials/basic_equilibrium.ipynb b/docs/notebooks/tutorials/basic_equilibrium.ipynb index 606fc21ac0..31e56f9b88 100644 --- a/docs/notebooks/tutorials/basic_equilibrium.ipynb +++ b/docs/notebooks/tutorials/basic_equilibrium.ipynb @@ -1315,7 +1315,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "309b020d-58a6-45e7-94c2-c329149937aa", "metadata": { "tags": [] @@ -1340,13 +1340,13 @@ " / eqf[-1].compute(\"<|grad(|B|^2)|/2mu0>_vol\")[\"<|grad(|B|^2)|/2mu0>_vol\"]\n", ")\n", "print(f\"Force error after eq.solve(): {f1:.4e}\")\n", - "print(f\"Force error after solve_continuation_autmatic: {f2:.4e}\")" + "print(f\"Force error after solve_continuation_automatic: {f2:.4e}\")" ] } ], "metadata": { "kernelspec": { - "display_name": "desc-env-latest", + "display_name": "desc-env", "language": "python", "name": "python3" }, @@ -1360,7 +1360,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.0" + "version": "3.12.7" } }, "nbformat": 4, diff --git a/requirements.txt b/requirements.txt index c00e7674e2..84983d76ed 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,11 +6,11 @@ interpax >= 0.3.3 matplotlib >= 3.5.0, < 4.0.0 mpmath >= 1.0.0, < 2.0 netcdf4 >= 1.5.4, < 2.0 -numpy >= 1.20.0, < 2.0.0 +numpy >= 1.20.0 nvgpu orthax plotly >= 5.16, < 6.0 psutil pylatexenc >= 2.0, < 3.0 -scipy >= 1.7.0, < 2.0.0 +scipy >= 1.7.0 termcolor diff --git a/requirements_conda.yml b/requirements_conda.yml index 40db48f1cb..4c5af7f356 100644 --- a/requirements_conda.yml +++ b/requirements_conda.yml @@ -7,9 +7,9 @@ dependencies: - matplotlib >= 3.5.0, < 4.0.0 - mpmath >= 1.0.0, < 2.0 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b/tests/baseline/test_trapped_fraction_Kim.png index faa395ef87..10f1b90c12 100644 Binary files a/tests/baseline/test_trapped_fraction_Kim.png and b/tests/baseline/test_trapped_fraction_Kim.png differ diff --git a/tests/inputs/HELIO_asym.h5 b/tests/inputs/HELIO_asym.h5 index c66a6cb100..3d57653cb6 100644 Binary files a/tests/inputs/HELIO_asym.h5 and b/tests/inputs/HELIO_asym.h5 differ diff --git a/tests/inputs/precise_QA_helical_coils.h5 b/tests/inputs/precise_QA_helical_coils.h5 new file mode 100644 index 0000000000..d7ee0a5192 Binary files /dev/null and b/tests/inputs/precise_QA_helical_coils.h5 differ diff --git a/tests/test_axis_limits.py b/tests/test_axis_limits.py index b8d173f7e9..27a2008136 100644 --- a/tests/test_axis_limits.py +++ b/tests/test_axis_limits.py @@ -191,7 +191,8 @@ def assert_is_continuous( """ if kwargs is None: kwargs = {} - # TODO: remove when boozer transform works with multiple surfaces + # TODO ( #671, #1206):currently skip Boozer quants because it need sym=False + # grid (#1206) and Boozer axis limits are not yet implemented (#671) names = [ name for name in names diff --git a/tests/test_bootstrap.py b/tests/test_bootstrap.py index d4e49016a1..c314069605 100644 --- a/tests/test_bootstrap.py +++ b/tests/test_bootstrap.py @@ -86,7 +86,7 @@ def test_trapped_fraction_analytic(self): modB = np.where( mask, 9.0 + 3.7 * np.sin(theta - NFP * zeta), 13.0 + 2.6 * np.cos(theta) ) - # todo: find value for sqrt_g_r value to test axis limit + # TODO (#671): find value for sqrt_g_r to test axis limit f_t_data = trapped_fraction(grid, modB, sqrt_g, sqrt_g_r=np.nan) # The average of (b0 + b1 cos(theta))^2 is b0^2 + (1/2) * b1^2 np.testing.assert_allclose( diff --git a/tests/test_compute_everything.py b/tests/test_compute_everything.py index ead54493e3..9619166042 100644 --- a/tests/test_compute_everything.py +++ b/tests/test_compute_everything.py @@ -244,7 +244,8 @@ def test_compute_everything(): if p in no_xyz_things: continue # remove quantities that are not implemented in the XYZ basis - # TODO: generalize this instead of hard-coding for "grad(B)" & dependencies + # TODO (#1110): generalize this instead of hard-coding for + # the quantities "grad(B)" & dependencies names_xyz = ( names - {"grad(B)", "|grad(B)|", "L_grad(B)"} if "grad(B)" in names diff --git a/tests/test_compute_funs.py b/tests/test_compute_funs.py index 9a9216cc8e..009e399410 100644 --- a/tests/test_compute_funs.py +++ b/tests/test_compute_funs.py @@ -1104,7 +1104,7 @@ def test_partial_derivative(name): @pytest.mark.solve def test_boozer_transform(): """Test that Boozer coordinate transform agrees with BOOZ_XFORM.""" - # TODO: add test with stellarator example + # TODO (#680): add test with stellarator example eq = get("DSHAPE_CURRENT") grid = LinearGrid(M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP) data = eq.compute("|B|_mn", grid=grid, M_booz=eq.M, N_booz=eq.N) @@ -1477,8 +1477,8 @@ def test_surface_equilibrium_geometry(): """Test that computing stuff from surface gives same result as equilibrium.""" names = ["HELIOTRON"] data = ["A", "V", "a", "R0", "R0/a", "a_major/a_minor"] - # TODO: expand this to include all angular derivatives once they are implemented - # for surfaces + # TODO (#1397): expand this to include all angular derivatives + # once they are implemented for surfaces data_basis_vecs_fourierRZ = [ "e_theta", "e_zeta", diff --git a/tests/test_integrals.py b/tests/test_integrals.py index e254269006..56168d64e7 100644 --- a/tests/test_integrals.py +++ b/tests/test_integrals.py @@ -997,9 +997,6 @@ def _fixed_elliptic(integrand, k, deg): quad = integrand(Z, k).dot(w) * grad_bijection_from_disc(a, b) return quad - # TODO: add the analytical test that converts incomplete elliptic integrals to - # complete ones using the Reciprocal Modulus transformation - # https://dlmf.nist.gov/19.7#E4. @staticmethod def elliptic_incomplete(k2): """Calculate elliptic integrals for bounce averaged binormal drift. @@ -1240,7 +1237,6 @@ def get_drift_analytic_data(): things = {"grid": grid, "eq": eq} return data, things - # TODO: stellarator geometry test with ripples @staticmethod def drift_analytic(data): """Compute analytic approximation for bounce-averaged binormal drift. diff --git a/tests/test_linear_objectives.py b/tests/test_linear_objectives.py index d0c17f8e39..35df7f9937 100644 --- a/tests/test_linear_objectives.py +++ b/tests/test_linear_objectives.py @@ -2,14 +2,12 @@ import numpy as np import pytest -import scipy.linalg from qsc import Qsc import desc.examples from desc.backend import jnp from desc.equilibrium import Equilibrium from desc.geometry import FourierRZToroidalSurface -from desc.grid import LinearGrid from desc.io import load from desc.magnetic_fields import OmnigenousField from desc.objectives import ( @@ -58,7 +56,7 @@ from desc.objectives.utils import factorize_linear_constraints from desc.profiles import PowerSeriesProfile -# TODO: check for all bdryR things if work when False is passed in +# TODO (#1348): check for all bdryR things if work when False is passed in # bc empty array indexed will lead to an error @@ -69,10 +67,10 @@ def test_LambdaGauge_sym(DummyStellarator): eq = load(load_from=str(DummyStellarator["output_path"]), file_format="hdf5") with pytest.warns(UserWarning, match="Reducing radial"): eq.change_resolution(L=2, M=1, N=1) - correct_constraint_matrix = np.zeros((0, 5)) lam_con = FixLambdaGauge(eq) lam_con.build() - np.testing.assert_array_equal(lam_con._A, correct_constraint_matrix) + # should have no indices to fix + assert lam_con._params["L_lmn"].size == 0 @pytest.mark.unit @@ -105,13 +103,10 @@ def test_LambdaGauge_asym(): lam_con = FixLambdaGauge(eq) lam_con.build() - # make sure that any lambda in the null space gives lambda==0 at theta=zeta=0 - Z = scipy.linalg.null_space(lam_con._A) - grid = LinearGrid(L=10, theta=[0], zeta=[0]) - for z in Z.T: - eq.L_lmn = z - lam = eq.compute("lambda", grid=grid)["lambda"] - np.testing.assert_allclose(lam, 0, atol=1e-15) + indices = np.where( + np.logical_and(eq.L_basis.modes[:, 1] == 0, eq.L_basis.modes[:, 2] == 0) + )[0] + np.testing.assert_allclose(indices, lam_con._params["L_lmn"]) @pytest.mark.regression @@ -786,7 +781,7 @@ def test_FixMode_passed_target_no_passed_modes_error(): @pytest.mark.unit def test_FixSumModes_passed_target_too_long(): """Test Fixing Modes with more than a size-1 target.""" - # TODO: remove this test if FixSumModes is generalized + # TODO (#1399): remove this test if FixSumModes is generalized # to accept multiple targets and sets of modes at a time eq = Equilibrium(L=3, M=4) with pytest.raises(ValueError): diff --git a/tests/test_objective_funs.py b/tests/test_objective_funs.py index 6a814da3eb..acfcb13cb4 100644 --- a/tests/test_objective_funs.py +++ b/tests/test_objective_funs.py @@ -526,7 +526,7 @@ def test(eq): def test_boundary_error_biestsc(self): """Test calculation of boundary error using BIEST w/ sheet current.""" coil = FourierXYZCoil(5e5) - coilset = CoilSet.linspaced_angular(coil, n=100) + coilset = CoilSet.linspaced_angular(coil, n=100, check_intersection=False) coil_grid = LinearGrid(N=20) eq = Equilibrium(L=3, M=3, N=3, Psi=np.pi) eq.surface = FourierCurrentPotentialField.from_surface( @@ -548,7 +548,7 @@ def test_boundary_error_biestsc(self): def test_boundary_error_biest(self): """Test calculation of boundary error using BIEST.""" coil = FourierXYZCoil(5e5) - coilset = CoilSet.linspaced_angular(coil, n=100) + coilset = CoilSet.linspaced_angular(coil, n=100, check_intersection=False) coil_grid = LinearGrid(N=20) eq = Equilibrium(L=3, M=3, N=3, Psi=np.pi) eq.solve() @@ -565,7 +565,7 @@ def test_boundary_error_biest(self): def test_boundary_error_vacuum(self): """Test calculation of vacuum boundary error.""" coil = FourierXYZCoil(5e5) - coilset = CoilSet.linspaced_angular(coil, n=100) + coilset = CoilSet.linspaced_angular(coil, n=100, check_intersection=False) coil_grid = LinearGrid(N=20) eq = Equilibrium(L=3, M=3, N=3, Psi=np.pi) eq.solve() @@ -582,7 +582,7 @@ def test_boundary_error_vacuum(self): def test_boundary_error_nestor(self): """Test calculation of boundary error using NESTOR.""" coil = FourierXYZCoil(5e5) - coilset = CoilSet.linspaced_angular(coil, n=100) + coilset = CoilSet.linspaced_angular(coil, n=100, check_intersection=False) coil_grid = LinearGrid(N=20) eq = Equilibrium(L=3, M=3, N=3, Psi=np.pi) eq.solve() @@ -833,8 +833,12 @@ def test(coil, grid=None): assert len(f) == obj.dim_f coil = FourierPlanarCoil(r_n=2, basis="rpz") - coils = CoilSet.linspaced_linear(coil, n=3, displacement=[0, 3, 0]) - mixed_coils = MixedCoilSet.linspaced_linear(coil, n=2, displacement=[0, 7, 0]) + coils = CoilSet.linspaced_linear( + coil, n=3, displacement=[0, 3, 0], check_intersection=False + ) + mixed_coils = MixedCoilSet.linspaced_linear( + coil, n=2, displacement=[0, 7, 0], check_intersection=False + ) nested_coils = MixedCoilSet(coils, mixed_coils, check_intersection=False) grid = None # default grid @@ -856,8 +860,12 @@ def test(coil, grid=None): assert f.shape == (obj.dim_f,) coil = FourierPlanarCoil(r_n=2, basis="rpz") - coils = CoilSet.linspaced_linear(coil, n=3, displacement=[0, 3, 0]) - mixed_coils = MixedCoilSet.linspaced_linear(coil, n=2, displacement=[0, 7, 0]) + coils = CoilSet.linspaced_linear( + coil, n=3, displacement=[0, 3, 0], check_intersection=False + ) + mixed_coils = MixedCoilSet.linspaced_linear( + coil, n=2, displacement=[0, 7, 0], check_intersection=False + ) nested_coils = MixedCoilSet(coils, mixed_coils, check_intersection=False) grid = LinearGrid(N=5) # single grid @@ -879,8 +887,12 @@ def test(coil, grid=None): assert len(f) == obj.dim_f coil = FourierPlanarCoil(r_n=2, basis="rpz") - coils = CoilSet.linspaced_linear(coil, n=3, displacement=[0, 3, 0]) - mixed_coils = MixedCoilSet.linspaced_linear(coil, n=2, displacement=[0, 7, 0]) + coils = CoilSet.linspaced_linear( + coil, n=3, displacement=[0, 3, 0], check_intersection=False + ) + mixed_coils = MixedCoilSet.linspaced_linear( + coil, n=2, displacement=[0, 7, 0], check_intersection=False + ) nested_coils = MixedCoilSet(coils, mixed_coils, check_intersection=False) grid = [LinearGrid(N=5)] * 5 # single list of grids @@ -902,8 +914,12 @@ def test(coil, grid=None): assert len(f) == obj.dim_f coil = FourierPlanarCoil(r_n=2, basis="rpz") - coils = CoilSet.linspaced_linear(coil, n=3, displacement=[0, 3, 0]) - mixed_coils = MixedCoilSet.linspaced_linear(coil, n=2, displacement=[0, 7, 0]) + coils = CoilSet.linspaced_linear( + coil, n=3, displacement=[0, 3, 0], check_intersection=False + ) + mixed_coils = MixedCoilSet.linspaced_linear( + coil, n=2, displacement=[0, 7, 0], check_intersection=False + ) nested_coils = MixedCoilSet(coils, mixed_coils, check_intersection=False) grid = [[LinearGrid(N=5)] * 3, [LinearGrid(N=5)] * 2] # nested list of grids @@ -937,7 +953,9 @@ def test(coils, mindist, grid=None, expect_intersect=False, tol=None): n = 3 disp = 5 coil = FourierPlanarCoil(r_n=1, normal=[0, 0, 1]) - coils_linear = CoilSet.linspaced_linear(coil, n=n, displacement=[0, 0, disp]) + coils_linear = CoilSet.linspaced_linear( + coil, n=n, displacement=[0, 0, disp], check_intersection=False + ) test(coils_linear, disp / n) # planar toroidal coils, without symmetry @@ -946,7 +964,7 @@ def test(coils, mindist, grid=None, expect_intersect=False, tol=None): center = 3 r = 1 coil = FourierPlanarCoil(center=[center, 0, 0], normal=[0, 1, 0], r_n=r) - coils_angular = CoilSet.linspaced_angular(coil, n=4) + coils_angular = CoilSet.linspaced_angular(coil, n=4, check_intersection=False) test( coils_angular, np.sqrt(2) * (center - r), grid=LinearGrid(zeta=4), tol=1e-5 ) @@ -957,7 +975,9 @@ def test(coils, mindist, grid=None, expect_intersect=False, tol=None): center = 3 r = 1 coil = FourierPlanarCoil(center=[center, 0, 0], normal=[0, 1, 0], r_n=r) - coils = CoilSet.linspaced_angular(coil, angle=np.pi / 2, n=5, endpoint=True) + coils = CoilSet.linspaced_angular( + coil, angle=np.pi / 2, n=5, endpoint=True, check_intersection=False + ) coils_sym = CoilSet(coils[1::2], NFP=2, sym=True) test(coils_sym, 2 * (center - r) * np.sin(np.pi / 8), grid=LinearGrid(zeta=4)) @@ -965,10 +985,14 @@ def test(coils, mindist, grid=None, expect_intersect=False, tol=None): # TF coils instersect with the middle VF coil # extra coil is 5 m from middle VF coil tf_coil = FourierPlanarCoil(center=[2, 0, 0], normal=[0, 1, 0], r_n=1) - tf_coilset = CoilSet.linspaced_angular(tf_coil, n=4) + tf_coilset = CoilSet.linspaced_angular(tf_coil, n=4, check_intersection=False) vf_coil = FourierRZCoil(R_n=3, Z_n=-1) vf_coilset = CoilSet.linspaced_linear( - vf_coil, displacement=[0, 0, 2], n=3, endpoint=True + vf_coil, + displacement=[0, 0, 2], + n=3, + endpoint=True, + check_intersection=False, ) xyz_coil = FourierXYZCoil(X_n=[0, 6, 1], Y_n=[0, 0, 0], Z_n=[-1, 0, 0]) coils_mixed = MixedCoilSet( @@ -981,7 +1005,7 @@ def test(coils, mindist, grid=None, expect_intersect=False, tol=None): grid=LinearGrid(zeta=4), expect_intersect=True, ) - # TODO: move this coil set to conftest? + # TODO (#1400, 914): move this coil set to conftest? @pytest.mark.unit def test_plasma_coil_min_distance(self): @@ -1029,7 +1053,7 @@ def test( ) eq = Equilibrium(surface=surf, NFP=1, M=2, N=0, sym=True) coil = FourierPlanarCoil(center=[R0, 0, 0], normal=[0, 1, 0], r_n=[a + offset]) - coils = CoilSet.linspaced_angular(coil, n=8) + coils = CoilSet.linspaced_angular(coil, n=8, check_intersection=False) test( eq, coils, @@ -1059,7 +1083,9 @@ def test( ) eq = Equilibrium(surface=surf, NFP=1, M=2, N=0, sym=True) coil = FourierPlanarCoil(center=[R0, 0, 0], normal=[0, 1, 0], r_n=[a + offset]) - coils = CoilSet.linspaced_angular(coil, angle=np.pi / 2, n=5, endpoint=True) + coils = CoilSet.linspaced_angular( + coil, angle=np.pi / 2, n=5, endpoint=True, check_intersection=False + ) coils = CoilSet(coils[1::2], NFP=2, sym=True) test( eq, @@ -1090,7 +1116,9 @@ def test( ) eq = Equilibrium(surface=surf, NFP=1, M=2, N=0, sym=True) coil = FourierPlanarCoil(center=[R0, 0, 0], normal=[0, 1, 0], r_n=[a + offset]) - coils = CoilSet.linspaced_angular(coil, angle=np.pi / 2, n=5, endpoint=True) + coils = CoilSet.linspaced_angular( + coil, angle=np.pi / 2, n=5, endpoint=True, check_intersection=False + ) coils = CoilSet(coils[1::2], NFP=2, sym=True) test( eq, @@ -1102,8 +1130,6 @@ def test( coils_fixed=True, ) - # TODO: add more complex test case with a stellarator and/or MixedCoilSet - @pytest.mark.unit def test_quadratic_flux(self): """Test calculation of quadratic flux on the boundary.""" @@ -1204,10 +1230,10 @@ def test_coil_linking_number(self): 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) + coilset = CoilSet.from_symmetry(coil, NFP=5, sym=True, check_intersection=False) coil2 = FourierRZCoil() # add a coil along the axis that links all the other coils - coilset2 = MixedCoilSet(coilset, coil2) + coilset2 = MixedCoilSet(coilset, coil2, check_intersection=False) obj = CoilSetLinkingNumber(coilset2) obj.build() @@ -1840,7 +1866,7 @@ def test(obj, eq, surface, d, print_init=False): def test_boundary_error_print(capsys): """Test that the boundary error objectives print correctly.""" coil = FourierXYZCoil(5e5) - coilset = CoilSet.linspaced_angular(coil, n=100) + coilset = CoilSet.linspaced_angular(coil, n=100, check_intersection=False) coil_grid = LinearGrid(N=20) eq = Equilibrium(L=3, M=3, N=3, Psi=np.pi) @@ -2719,7 +2745,7 @@ def test_compute_scalar_resolution_others(self, objective): def test_compute_scalar_resolution_coils(self, objective): """Coil objectives.""" coil = FourierXYZCoil() - coilset = CoilSet.linspaced_angular(coil) + coilset = CoilSet.linspaced_angular(coil, check_intersection=False) f = np.zeros_like(self.res_array, dtype=float) for i, res in enumerate(self.res_array): obj = ObjectiveFunction( @@ -2956,7 +2982,7 @@ def test_objective_no_nangrad(self, objective): def test_objective_no_nangrad_coils(self, objective): """Coil objectives.""" coil = FourierXYZCoil() - coilset = CoilSet.linspaced_angular(coil, n=3) + coilset = CoilSet.linspaced_angular(coil, n=3, check_intersection=False) obj = ObjectiveFunction(objective(coilset), use_jit=False) obj.build(verbose=0) g = obj.grad(obj.x()) diff --git a/tests/test_plotting.py b/tests/test_plotting.py index 44a3c5c2da..873ccb712d 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -19,11 +19,7 @@ from desc.grid import ConcentricGrid, Grid, LinearGrid, QuadratureGrid from desc.integrals import surface_averages from desc.io import load -from desc.magnetic_fields import ( - OmnigenousField, - SplineMagneticField, - ToroidalMagneticField, -) +from desc.magnetic_fields import OmnigenousField, ToroidalMagneticField from desc.plotting import ( plot_1d, plot_2d, @@ -45,7 +41,6 @@ poincare_plot, ) from desc.utils import isalmostequal -from desc.vmec import VMECIO tol_1d = 4.5 tol_2d = 10 @@ -957,14 +952,8 @@ def test_plot_logo(): @pytest.mark.mpl_image_compare(remove_text=True, tolerance=tol_2d) def test_plot_poincare(): """Test making a poincare plot.""" - # TODO: tracing from spline field seems a lot slower than from a coilset, we - # can probably make this test a lot faster if we make some example coilsets - extcur = [4700.0, 1000.0] - ext_field = SplineMagneticField.from_mgrid( - "tests/inputs/mgrid_test.nc", extcur=extcur - ) - with pytest.warns(UserWarning, match="VMEC output"): - eq = VMECIO.load("tests/inputs/wout_test_freeb.nc") + ext_field = load("tests/inputs/precise_QA_helical_coils.h5") + eq = get("precise_QA") grid_trace = LinearGrid(rho=np.linspace(0, 1, 9)) r0 = eq.compute("R", grid=grid_trace)["R"] z0 = eq.compute("Z", grid=grid_trace)["Z"] diff --git a/tests/test_stability_funs.py b/tests/test_stability_funs.py index 72b4819b38..72bee4fea4 100644 --- a/tests/test_stability_funs.py +++ b/tests/test_stability_funs.py @@ -64,7 +64,8 @@ def get_vmec_data(path, quantity): """ f = Dataset(path) - rho = np.sqrt(f.variables["phi"] / np.array(f.variables["phi"])[-1]) + phi = np.array(f.variables["phi"]) + rho = np.sqrt(phi / phi[-1]) q = np.array(f.variables[quantity]) f.close() return rho, q diff --git a/tests/test_vmec.py b/tests/test_vmec.py index 0fef594b3c..91b34667aa 100644 --- a/tests/test_vmec.py +++ b/tests/test_vmec.py @@ -1022,7 +1022,7 @@ def test_vmec_save_asym(VMEC_save_asym): vmec.variables["jcurv"][20:100], desc.variables["jcurv"][20:100], rtol=2 ) np.testing.assert_allclose( - vmec.variables["DShear"][20:100], desc.variables["DShear"][20:100], rtol=3e-2 + vmec.variables["DShear"][20:100], desc.variables["DShear"][20:100], rtol=6e-2 ) np.testing.assert_allclose( vmec.variables["DCurr"][20:100], @@ -1074,13 +1074,22 @@ def test_vmec_save_asym(VMEC_save_asym): # Next, calculate some quantities and compare # the DESC wout -> DESC (should be very close) # and the DESC wout -> VMEC wout (should be approximately close) + surfs = desc.variables["ns"][:] + s_full = np.linspace(0, 1, surfs) + s_half = s_full[0:-1] + 0.5 / (surfs - 1) + r_full = np.sqrt(s_full) + r_half = np.sqrt(s_half) + vol_grid = LinearGrid( - rho=np.sqrt( - abs( - vmec.variables["phi"][:].filled() - / np.max(np.abs(vmec.variables["phi"][:].filled())) - ) - )[10::10], + rho=r_full[10::10], + M=15, + N=15, + NFP=eq.NFP, + axis=False, + sym=False, + ) + vol_half_grid = LinearGrid( + rho=r_half[10::10], M=15, N=15, NFP=eq.NFP, @@ -1100,12 +1109,13 @@ def test( atol_vmec_desc_wout=1e-5, rtol_vmec_desc_wout=1e-2, grid=vol_grid, + is_half_grid=False, ): """Helper fxn to evaluate Fourier series from wout and compare to DESC.""" xm = desc.variables["xm_nyq"][:] if use_nyq else desc.variables["xm"][:] xn = desc.variables["xn_nyq"][:] if use_nyq else desc.variables["xn"][:] - si = abs(vmec.variables["phi"][:] / np.max(np.abs(vmec.variables["phi"][:]))) + si = np.insert(s_half, 0, 0) if is_half_grid else s_full rho = grid.nodes[:, 0] s = rho**2 # some quantities must be negated before comparison bc @@ -1166,18 +1176,26 @@ def test( rtol=rtol_vmec_desc_wout, ) - # R & Z & lambda + # R & Z test("rmn", "R", use_nyq=False) - test("zmn", "Z", use_nyq=False, atol_vmec_desc_wout=4e-2) - + test("zmn", "Z", use_nyq=False, atol_vmec_desc_wout=1e-2) + test( + "lmn", + "lambda", + use_nyq=False, + atol_vmec_desc_wout=1e-2, + negate_DESC_quant=True, + grid=vol_half_grid, + is_half_grid=True, + ) # |B| test("bmn", "|B|", rtol_desc_desc_wout=7e-4) # B^zeta - test("bsupvmn", "B^zeta") # ,rtol_desc_desc_wout=6e-5) + test("bsupvmn", "B^zeta") # B_zeta - test("bsubvmn", "B_zeta", rtol_desc_desc_wout=3e-4) + test("bsubvmn", "B_zeta", grid=vol_half_grid, is_half_grid=True) # hard to compare to VMEC for the currents, since # VMEC F error is worse and equilibria are not exactly similar @@ -1185,30 +1203,22 @@ def test( test("currumn", "J^theta", atol_vmec_desc_wout=1e4) test("currvmn", "J^zeta", negate_DESC_quant=True, atol_vmec_desc_wout=1e5) - # can only compare lambda, sqrt(g) B_psi B^theta and B_theta at bdry - test( - "lmn", - "lambda", - use_nyq=False, - negate_DESC_quant=True, - grid=bdry_grid, - atol_desc_desc_wout=4e-4, - atol_vmec_desc_wout=5e-2, - ) test( "gmn", "sqrt(g)", convert_sqrt_g_or_B_rho=True, negate_DESC_quant=True, - grid=bdry_grid, - rtol_desc_desc_wout=5e-4, - rtol_vmec_desc_wout=4e-2, + grid=vol_half_grid, + is_half_grid=True, ) + + # Compare B_psi B^theta and B_theta at bdry only test( "bsupumn", "B^theta", negate_DESC_quant=True, grid=bdry_grid, + is_half_grid=True, atol_vmec_desc_wout=6e-4, ) test( @@ -1216,16 +1226,14 @@ def test( "B_theta", negate_DESC_quant=True, grid=bdry_grid, - atol_desc_desc_wout=1e-4, - atol_vmec_desc_wout=4e-4, + is_half_grid=True, ) test( "bsubsmn", "B_rho", - grid=bdry_grid, convert_sqrt_g_or_B_rho=True, - rtol_vmec_desc_wout=6e-2, - atol_vmec_desc_wout=9e-3, + grid=bdry_grid, + atol_vmec_desc_wout=2e-3, )