feat: Finished Gaussian Pulse node.

Also fixed several bugs along the way.
Full speed aheaad on the sources!

TODO.md

@@ -57,6 +57,11 @@
 
 
 
+# VALIDATE
+- [ ] Does the imaginary part of a complex phasor scale with the real part? Ex. when doing `V/m -> V/um` conversion, does the phase also scale by 1 million?
+
+
+
 
 # Nodes
 ## Analysis
@@ -144,8 +149,8 @@
 ## Sources
 - [x] Temporal Shapes / Gaussian Pulse Temporal Shape
 - [x] Temporal Shapes / Continuous Wave Temporal Shape
-- [ ] Temporal Shapes / Symbolic Temporal Shape
-	- [ ] Specify a Sympy function to generate appropriate array based on
+- [ ] Temporal Shapes / Expr Temporal Shape
+	- [ ] Specify a Sympy function / data to generate appropriate array based on
 - [ ] Temporal Shapes / Data Temporal Shape
 
 - [x] Point Dipole Source
@@ -585,4 +590,11 @@ Unreported:
 
 - [ ] Shader visualizations approximated from medium `nk` into a shader node graph, aka. a generic BSDF.
 
-- [ ] Web importer that gets material data from refractiveindex.info.
+
+
+- [ ] Easy conversion of lazyarrayrange to mu/sigma frequency for easy computation of pulse fits from data.
+
+
+- [ ] IDEA: Hand-craft a faster `spu.convert_to`. <https://github.com/sympy/sympy/blob/a44299273eeb4838beaee9af3b688f2f44d7702f/sympy/physics/units/util.py#L51-L129>
+
+- [ ] We should probably communicate with the `sympy` upstream about our deep usage of unit systems. They might be interested in the various workarounds :)

src/blender_maxwell/node_trees/maxwell_sim_nodes/contracts/flow_kinds.py

@@ -485,13 +485,13 @@ class LazyArrayRangeFlow:
 		if isinstance(self.start, spux.SympyType):
 			start_mathtype = spux.MathType.from_expr(self.start)
 		else:
-			start_mathtype = spux.MathType.from_pytype(self.start)
+			start_mathtype = spux.MathType.from_pytype(type(self.start))
 
 		# Get Stop Mathtype
 		if isinstance(self.stop, spux.SympyType):
 			stop_mathtype = spux.MathType.from_expr(self.stop)
 		else:
-			stop_mathtype = spux.MathType.from_pytype(self.stop)
+			stop_mathtype = spux.MathType.from_pytype(type(self.stop))
 
 		# Check Equal
 		if start_mathtype != stop_mathtype:
@@ -739,6 +739,10 @@ class LazyArrayRangeFlow:
 		msg = f'Invalid kind: {kind}'
 		raise TypeError(msg)
 
+	@functools.cached_property
+	def realize_array(self) -> ArrayFlow:
+		return self.realize()
+
 
 ####################
 # - Params
@@ -748,21 +752,52 @@ class ParamsFlow:
 	func_args: list[spux.SympyExpr] = dataclasses.field(default_factory=list)
 	func_kwargs: dict[str, spux.SympyExpr] = dataclasses.field(default_factory=dict)
 
+	symbols: frozenset[spux.Symbol] = frozenset()
+
+	@functools.cached_property
+	def sorted_symbols(self) -> list[sp.Symbol]:
+		"""Retrieves all symbols by concatenating int, real, and complex symbols, and sorting them by name.
+
+		Returns:
+			All symbols valid for use in the expression.
+		"""
+		return sorted(self.symbols, key=lambda sym: sym.name)
+
 	####################
 	# - Scaled Func Args
 	####################
-	def scaled_func_args(self, unit_system: spux.UnitSystem):
+	def scaled_func_args(
+		self,
+		unit_system: spux.UnitSystem,
+		symbol_values: dict[spux.Symbol, spux.SympyExpr] = MappingProxyType({}),
+	):
 		"""Return the function arguments, scaled to the unit system, stripped of units, and cast to jax-compatible arguments."""
+		if not all(sym in self.symbols for sym in symbol_values):
+			msg = f"Symbols in {symbol_values} don't perfectly match the ParamsFlow symbols {self.symbols}"
+			raise ValueError(msg)
+
 		return [
-			spux.convert_to_unit_system(func_arg, unit_system, use_jax_array=True)
-			for func_arg in self.func_args
+			spux.convert_to_unit_system(arg, unit_system, use_jax_array=True)
+			if arg not in symbol_values
+			else symbol_values[arg]
+			for arg in self.func_args
 		]
 
-	def scaled_func_kwargs(self, unit_system: spux.UnitSystem):
+	def scaled_func_kwargs(
+		self,
+		unit_system: spux.UnitSystem,
+		symbol_values: dict[spux.Symbol, spux.SympyExpr] = MappingProxyType({}),
+	):
 		"""Return the function arguments, scaled to the unit system, stripped of units, and cast to jax-compatible arguments."""
+		if not all(sym in self.symbols for sym in symbol_values):
+			msg = f"Symbols in {symbol_values} don't perfectly match the ParamsFlow symbols {self.symbols}"
+			raise ValueError(msg)
+
 		return {
 			arg_name: spux.convert_to_unit_system(arg, unit_system, use_jax_array=True)
-			for arg_name, arg in self.func_args
+			if arg not in symbol_values
+			else symbol_values[arg]
+			for arg_name, arg in self.func_kwargs.items()
 		}
 
 	####################
@@ -780,16 +815,19 @@ class ParamsFlow:
 		return ParamsFlow(
 			func_args=self.func_args + other.func_args,
 			func_kwargs=self.func_kwargs | other.func_kwargs,
+			symbols=self.symbols | other.symbols,
 		)
 
 	def compose_within(
 		self,
 		enclosing_func_args: list[spux.SympyExpr] = (),
 		enclosing_func_kwargs: dict[str, spux.SympyExpr] = MappingProxyType({}),
+		enclosing_symbols: frozenset[spux.Symbol] = frozenset(),
 	) -> typ.Self:
 		return ParamsFlow(
 			func_args=self.func_args + list(enclosing_func_args),
 			func_kwargs=self.func_kwargs | dict(enclosing_func_kwargs),
+			symbols=self.symbols | enclosing_symbols,
 		)
 
 
@@ -804,8 +842,6 @@ class InfoFlow:
 		default_factory=dict
 	)  ## TODO: Rename to dim_idxs
 
-	## TODO: Add PhysicalType
-
 	@functools.cached_property
 	def dim_lens(self) -> dict[str, int]:
 		return {dim_name: len(dim_idx) for dim_name, dim_idx in self.dim_idx.items()}
@@ -820,6 +856,13 @@ class InfoFlow:
 	def dim_units(self) -> dict[str, spux.Unit]:
 		return {dim_name: dim_idx.unit for dim_name, dim_idx in self.dim_idx.items()}
 
+	@functools.cached_property
+	def dim_physical_types(self) -> dict[str, spux.PhysicalType]:
+		return {
+			dim_name: spux.PhysicalType.from_unit(dim_idx.unit)
+			for dim_name, dim_idx in self.dim_idx.items()
+		}
+
 	@functools.cached_property
 	def dim_idx_arrays(self) -> list[jax.Array]:
 		return [
@@ -850,6 +893,21 @@ class InfoFlow:
 	####################
 	# - Methods
 	####################
+	def rescale_dim_idxs(self, new_dim_idxs: dict[str, LazyArrayRangeFlow]) -> typ.Self:
+		return InfoFlow(
+			# Dimensions
+			dim_names=self.dim_names,
+			dim_idx={
+				_dim_name: new_dim_idxs.get(_dim_name, dim_idx)
+				for _dim_name, dim_idx in self.dim_idx.items()
+			},
+			# Outputs
+			output_name=self.output_name,
+			output_shape=self.output_shape,
+			output_mathtype=self.output_mathtype,
+			output_unit=self.output_unit,
+		)
+
 	def delete_dimension(self, dim_name: str) -> typ.Self:
 		"""Delete a dimension."""
 		return InfoFlow(

src/blender_maxwell/node_trees/maxwell_sim_nodes/contracts/node_types.py

@@ -43,10 +43,9 @@ class NodeType(blender_type_enum.BlenderTypeEnum):
 
 	# Sources
 	## Sources / Temporal Shapes
-	GaussianPulseTemporalShape = enum.auto()
-	ContinuousWaveTemporalShape = enum.auto()
-	SymbolicTemporalShape = enum.auto()
-	DataTemporalShape = enum.auto()
+	PulseTemporalShape = enum.auto()
+	WaveTemporalShape = enum.auto()
+	ExprTemporalShape = enum.auto()
 	## Sources /
 	PointDipoleSource = enum.auto()
 	PlaneWaveSource = enum.auto()

src/blender_maxwell/node_trees/maxwell_sim_nodes/nodes/__init__.py

@@ -6,7 +6,7 @@ from . import (
 	monitors,
 	outputs,
 	# simulations,
-	# sources,
+	sources,
 	# structures,
 	# utilities,
 )
@@ -15,7 +15,7 @@ BL_REGISTER = [
 	*analysis.BL_REGISTER,
 	*inputs.BL_REGISTER,
 	*outputs.BL_REGISTER,
-	# *sources.BL_REGISTER,
+	*sources.BL_REGISTER,
 	*mediums.BL_REGISTER,
 	# *structures.BL_REGISTER,
 	*bounds.BL_REGISTER,
@@ -27,7 +27,7 @@ BL_NODES = {
 	**analysis.BL_NODES,
 	**inputs.BL_NODES,
 	**outputs.BL_NODES,
-	# **sources.BL_NODES,
+	**sources.BL_NODES,
 	**mediums.BL_NODES,
 	# **structures.BL_NODES,
 	**bounds.BL_NODES,

src/blender_maxwell/node_trees/maxwell_sim_nodes/nodes/analysis/math/map_math.py

@@ -4,7 +4,6 @@ import enum
 import typing as typ
 
 import bpy
-import jax
 import jax.numpy as jnp
 import sympy as sp
 
@@ -138,6 +137,9 @@ class MapOperation(enum.StrEnum):
 	@staticmethod
 	def by_element_shape(shape: tuple[int, ...] | None) -> list[typ.Self]:
 		MO = MapOperation
+		if shape == 'noshape':
+			return []
+
 		# By Number
 		if shape is None:
 			return [
@@ -259,7 +261,7 @@ class MapOperation(enum.StrEnum):
 			),
 			## TODO: Matrix -> Vec
 			## TODO: Matrix -> Matrices
-		}.get(self, info)
+		}.get(self, info)()
 
 
 class MapMathNode(base.MaxwellSimNode):
@@ -346,10 +348,10 @@ class MapMathNode(base.MaxwellSimNode):
 	bl_label = 'Map Math'
 
 	input_sockets: typ.ClassVar = {
-		'Expr': sockets.ExprSocketDef(),
+		'Expr': sockets.ExprSocketDef(active_kind=ct.FlowKind.Array),
 	}
 	output_sockets: typ.ClassVar = {
-		'Expr': sockets.ExprSocketDef(),
+		'Expr': sockets.ExprSocketDef(active_kind=ct.FlowKind.Array),
 	}
 
 	####################
@@ -366,12 +368,12 @@ class MapMathNode(base.MaxwellSimNode):
 		if has_info:
 			return info.output_shape
 
-		return None
+		return 'noshape'
 
 	output_shape: tuple[int, ...] | None = bl_cache.BLField(None)
 
 	def search_operations(self) -> list[ct.BLEnumElement]:
-		if self.expr_output_shape is not None:
+		if self.expr_output_shape != 'noshape':
 			return [
 				operation.bl_enum_element(i)
 				for i, operation in enumerate(
@@ -401,8 +403,8 @@ class MapMathNode(base.MaxwellSimNode):
 		run_on_init=True,
 	)
 	def on_input_changed(self):
-		# if self.operation not in MapOperation.by_element_shape(self.expr_output_shape):
-		self.operation = bl_cache.Signal.ResetEnumItems
+		if self.operation not in MapOperation.by_element_shape(self.expr_output_shape):
+			self.operation = bl_cache.Signal.ResetEnumItems
 
 	@events.on_value_changed(
 		# Trigger
@@ -449,7 +451,7 @@ class MapMathNode(base.MaxwellSimNode):
 		mapper = input_sockets['Mapper']
 
 		has_expr = not ct.FlowSignal.check(expr)
-		has_mapper = not ct.FlowSignal.check(expr)
+		has_mapper = not ct.FlowSignal.check(mapper)
 
 		if has_expr and operation is not None:
 			if not has_mapper:
@@ -494,11 +496,11 @@ class MapMathNode(base.MaxwellSimNode):
 	# - Compute Auxiliary: Info / Params
 	####################
 	@events.computes_output_socket(
-		'Data',
+		'Expr',
 		kind=ct.FlowKind.Info,
 		props={'active_socket_set', 'operation'},
-		input_sockets={'Data'},
-		input_socket_kinds={'Data': ct.FlowKind.Info},
+		input_sockets={'Expr'},
+		input_socket_kinds={'Expr': ct.FlowKind.Info},
 	)
 	def compute_data_info(self, props: dict, input_sockets: dict) -> ct.InfoFlow:
 		operation = props['operation']
@@ -512,13 +514,13 @@ class MapMathNode(base.MaxwellSimNode):
 		return ct.FlowSignal.FlowPending
 
 	@events.computes_output_socket(
-		'Data',
+		'Expr',
 		kind=ct.FlowKind.Params,
-		input_sockets={'Data'},
-		input_socket_kinds={'Data': ct.FlowKind.Params},
+		input_sockets={'Expr'},
+		input_socket_kinds={'Expr': ct.FlowKind.Params},
 	)
 	def compute_data_params(self, input_sockets: dict) -> ct.ParamsFlow | ct.FlowSignal:
-		return input_sockets['Data']
+		return input_sockets['Expr']
 
 
 ####################

src/blender_maxwell/node_trees/maxwell_sim_nodes/nodes/analysis/viz.py

@@ -2,8 +2,6 @@ import enum
 import typing as typ
 
 import bpy
-import jax
-import jax.numpy as jnp
 import jaxtyping as jtyp
 import matplotlib.axis as mpl_ax
 import sympy as sp
@@ -196,6 +194,7 @@ class VizNode(base.MaxwellSimNode):
 	####################
 	input_sockets: typ.ClassVar = {
 		'Expr': sockets.ExprSocketDef(
+			active_kind=ct.FlowKind.Array,
 			symbols={_x := sp.Symbol('x', real=True)},
 			default_value=2 * _x,
 		),
@@ -284,16 +283,57 @@ class VizNode(base.MaxwellSimNode):
 		socket_name='Expr',
 		input_sockets={'Expr'},
 		run_on_init=True,
-		input_socket_kinds={'Expr': ct.FlowKind.Info},
+		input_socket_kinds={'Expr': {ct.FlowKind.Info, ct.FlowKind.Params}},
 		input_sockets_optional={'Expr': True},
 	)
 	def on_any_changed(self, input_sockets: dict):
-		if not ct.FlowSignal.check_single(
-			input_sockets['Expr'], ct.FlowSignal.FlowPending
-		):
+		info = input_sockets['Expr'][ct.FlowKind.Info]
+		params = input_sockets['Expr'][ct.FlowKind.Params]
+
+		has_info = not ct.FlowSignal.check(info)
+		has_params = not ct.FlowSignal.check(params)
+
+		# Reset Viz Mode/Target
+		has_nonpending_info = not ct.FlowSignal.check_single(
+			info, ct.FlowSignal.FlowPending
+		)
+		if has_nonpending_info:
 			self.viz_mode = bl_cache.Signal.ResetEnumItems
 			self.viz_target = bl_cache.Signal.ResetEnumItems
 
+		# Provide Sockets for Symbol Realization
+		## -> This happens if Params contains not-yet-realized symbols.
+		if has_info and has_params and params.symbols:
+			if set(self.loose_input_sockets) != {
+				sym.name for sym in params.symbols if sym.name in info.dim_names
+			}:
+				self.loose_input_sockets = {
+					sym.name: sockets.ExprSocketDef(
+						active_kind=ct.FlowKind.LazyArrayRange,
+						shape=None,
+						mathtype=info.dim_mathtypes[sym.name],
+						physical_type=info.dim_physical_types[sym.name],
+						default_min=(
+							info.dim_idx[sym.name].start
+							if not sp.S(info.dim_idx[sym.name].start).is_infinite
+							else sp.S(0)
+						),
+						default_max=(
+							info.dim_idx[sym.name].start
+							if not sp.S(info.dim_idx[sym.name].stop).is_infinite
+							else sp.S(1)
+						),
+						default_steps=50,
+					)
+					for sym in sorted(
+						params.symbols, key=lambda el: info.dim_names.index(el.name)
+					)
+					if sym.name in info.dim_names
+				}
+
+		elif self.loose_input_sockets:
+			self.loose_input_sockets = {}
+
 	@events.on_value_changed(
 		prop_name='viz_mode',
 		run_on_init=True,
@@ -309,39 +349,62 @@ class VizNode(base.MaxwellSimNode):
 		props={'viz_mode', 'viz_target', 'colormap'},
 		input_sockets={'Expr'},
 		input_socket_kinds={
-			'Expr': {ct.FlowKind.Array, ct.FlowKind.LazyValueFunc, ct.FlowKind.Info}
+			'Expr': {ct.FlowKind.LazyValueFunc, ct.FlowKind.Info, ct.FlowKind.Params}
 		},
+		unit_systems={'BlenderUnits': ct.UNITS_BLENDER},
+		all_loose_input_sockets=True,
 		stop_propagation=True,
 	)
 	def on_show_plot(
-		self,
-		managed_objs: dict,
-		input_sockets: dict,
-		props: dict,
+		self, managed_objs, props, input_sockets, loose_input_sockets, unit_systems
 	):
 		# Retrieve Inputs
-		array_flow = input_sockets['Expr'][ct.FlowKind.Array]
 		info = input_sockets['Expr'][ct.FlowKind.Info]
+		params = input_sockets['Expr'][ct.FlowKind.Params]
+
+		has_info = not ct.FlowSignal.check(info)
+		has_params = not ct.FlowSignal.check(params)
 
-		# Check Flow
 		if (
-			any(ct.FlowSignal.check(inp) for inp in [array_flow, info])
+			not has_info
+			or not has_params
 			or props['viz_mode'] is None
 			or props['viz_target'] is None
 		):
 			return
 
-		# Viz Target
+		# Compute Data
+		lazy_value_func = input_sockets['Expr'][ct.FlowKind.LazyValueFunc]
+		symbol_values = (
+			loose_input_sockets
+			if not params.symbols
+			else {
+				sym: loose_input_sockets[sym.name]
+				.realize_array.rescale_to_unit(info.dim_units[sym.name])
+				.values
+				for sym in params.sorted_symbols
+			}
+		)
+		data = lazy_value_func.func_jax(
+			*params.scaled_func_args(
+				unit_systems['BlenderUnits'], symbol_values=symbol_values
+			),
+			**params.scaled_func_kwargs(
+				unit_systems['BlenderUnits'], symbol_values=symbol_values
+			),
+		)
+		if params.symbols:
+			info = info.rescale_dim_idxs(loose_input_sockets)
+
+		# Visualize by-Target
 		if props['viz_target'] == VizTarget.Plot2D:
 			managed_objs['plot'].mpl_plot_to_image(
-				lambda ax: VizMode.to_plotter(props['viz_mode'])(
-					array_flow.values, info, ax
-				),
+				lambda ax: VizMode.to_plotter(props['viz_mode'])(data, info, ax),
 				bl_select=True,
 			)
 		if props['viz_target'] == VizTarget.Pixels:
 			managed_objs['plot'].map_2d_to_image(
-				array_flow.values,
+				data,
 				colormap=props['colormap'],
 				bl_select=True,
 			)

src/blender_maxwell/node_trees/maxwell_sim_nodes/nodes/inputs/constants/physical_constant.py

@@ -66,6 +66,8 @@ class PhysicalConstantNode(base.MaxwellSimNode):
 	# - UI
 	####################
 	def draw_props(self, _, col: bpy.types.UILayout) -> None:
+		col.prop(self, self.blfields['physical_type'], text='')
+
 		row = col.row(align=True)
 		row.prop(self, self.blfields['mathtype'], text='')
 		row.prop(self, self.blfields['size'], text='')
@@ -74,25 +76,34 @@ class PhysicalConstantNode(base.MaxwellSimNode):
 	# - Events
 	####################
 	@events.on_value_changed(
-		prop_name={'physical_type', 'mathtype', 'size'},
+		# Trigger
+		prop_name={'physical_type'},
 		run_on_init=True,
-		props={'physical_type', 'mathtype', 'size'},
+		# Loaded
+		props={'physical_type'},
 	)
-	def on_mathtype_or_size_changed(self, props) -> None:
+	def on_physical_type_changed(self, props) -> None:
 		"""Change the input/output expression sockets to match the mathtype and size declared in the node."""
-		shape = props['size'].shape
-
 		# Set Input Socket Physical Type
 		if self.inputs['Value'].physical_type != props['physical_type']:
 			self.inputs['Value'].physical_type = props['physical_type']
-			self.search_mathtypes = bl_cache.Signal.ResetEnumItems
-			self.search_sizes = bl_cache.Signal.ResetEnumItems
+			self.mathtype = bl_cache.Signal.ResetEnumItems
+			self.size = bl_cache.Signal.ResetEnumItems
 
+	@events.on_value_changed(
+		# Trigger
+		prop_name={'mathtype', 'size'},
+		run_on_init=True,
+		# Loaded
+		props={'physical_type', 'mathtype', 'size'},
+	)
+	def on_mathtype_or_size_changed(self, props) -> None:
 		# Set Input Socket Math Type
 		if self.inputs['Value'].mathtype != props['mathtype']:
 			self.inputs['Value'].mathtype = props['mathtype']
 
 		# Set Input Socket Shape
+		shape = props['size'].shape
 		if self.inputs['Value'].shape != shape:
 			self.inputs['Value'].shape = shape
 

src/blender_maxwell/node_trees/maxwell_sim_nodes/nodes/inputs/wave_constant.py

@@ -147,7 +147,9 @@ class WaveConstantNode(base.MaxwellSimNode):
 		if has_freq:
 			return input_sockets['Freq']
 
-		return sci_constants.vac_speed_of_light / input_sockets['WL']
+		return spu.convert_to(
+			sci_constants.vac_speed_of_light / input_sockets['WL'], spux.THz
+		)
 
 	@events.computes_output_socket(
 		'WL',

src/blender_maxwell/node_trees/maxwell_sim_nodes/nodes/sources/__init__.py

@@ -1,24 +1,27 @@
-# from . import uniform_current_source
-from . import plane_wave_source, point_dipole_source, temporal_shapes
-
-# from . import gaussian_beam_source
-# from . import astigmatic_gaussian_beam_source
-# from . import tfsf_source
+from . import (
+	# astigmatic_gaussian_beam_source,
+	# gaussian_beam_source,
+	# plane_wave_source,
+	# point_dipole_source,
+	temporal_shapes,
+	# tfsf_source,
+	# uniform_current_source,
+)
 
 BL_REGISTER = [
 	*temporal_shapes.BL_REGISTER,
-	*point_dipole_source.BL_REGISTER,
+	#*point_dipole_source.BL_REGISTER,
 	# *uniform_current_source.BL_REGISTER,
-	*plane_wave_source.BL_REGISTER,
+	#*plane_wave_source.BL_REGISTER,
 	# *gaussian_beam_source.BL_REGISTER,
 	# *astigmatic_gaussian_beam_source.BL_REGISTER,
 	# *tfsf_source.BL_REGISTER,
 ]
 BL_NODES = {
 	**temporal_shapes.BL_NODES,
-	**point_dipole_source.BL_NODES,
+	#**point_dipole_source.BL_NODES,
 	# **uniform_current_source.BL_NODES,
-	**plane_wave_source.BL_NODES,
+	#**plane_wave_source.BL_NODES,
 	# **gaussian_beam_source.BL_NODES,
 	# **astigmatic_gaussian_beam_source.BL_NODES,
 	# **tfsf_source.BL_NODES,

src/blender_maxwell/node_trees/maxwell_sim_nodes/nodes/sources/temporal_shapes/__init__.py

@@ -1,15 +1,13 @@
-from . import gaussian_pulse_temporal_shape
-
-# from . import continuous_wave_temporal_shape
-# from . import array_temporal_shape
+# from . import expr_temporal_shape, pulse_temporal_shape, wave_temporal_shape
+from . import pulse_temporal_shape
 
 BL_REGISTER = [
-	*gaussian_pulse_temporal_shape.BL_REGISTER,
-	# *continuous_wave_temporal_shape.BL_REGISTER,
-	# *array_temporal_shape.BL_REGISTER,
+	*pulse_temporal_shape.BL_REGISTER,
+	# *wave_temporal_shape.BL_REGISTER,
+	# *expr_temporal_shape.BL_REGISTER,
 ]
 BL_NODES = {
-	**gaussian_pulse_temporal_shape.BL_NODES,
-	# **continuous_wave_temporal_shape.BL_NODES,
-	# **array_temporal_shape.BL_NODES,
+	**pulse_temporal_shape.BL_NODES,
+	# **wave_temporal_shape.BL_NODES,
+	# **expr_temporal_shape.BL_NODES,
 }

src/blender_maxwell/node_trees/maxwell_sim_nodes/nodes/sources/temporal_shapes/gaussian_pulse_temporal_shape.py

@@ -1,149 +0,0 @@
-
-import bpy
-import numpy as np
-import sympy.physics.units as spu
-import tidy3d as td
-
-from blender_maxwell.utils import extra_sympy_units as spuex
-
-from .... import contracts as ct
-from .... import managed_objs, sockets
-from ... import base, events
-
-
-class GaussianPulseTemporalShapeNode(base.MaxwellSimNode):
-	node_type = ct.NodeType.GaussianPulseTemporalShape
-	bl_label = 'Gaussian Pulse Temporal Shape'
-	# bl_icon = ...
-
-	####################
-	# - Sockets
-	####################
-	input_sockets = {
-		# "amplitude": sockets.RealNumberSocketDef(
-		# label="Temporal Shape",
-		# ),  ## Should have a unit of some kind...
-		'Freq Center': sockets.PhysicalFreqSocketDef(
-			default_value=500 * spuex.terahertz,
-		),
-		'Freq Std.': sockets.PhysicalFreqSocketDef(
-			default_value=200 * spuex.terahertz,
-		),
-		'Phase': sockets.PhysicalAngleSocketDef(),
-		'Delay rel. AngFreq': sockets.RealNumberSocketDef(
-			default_value=5.0,
-		),
-		'Remove DC': sockets.BoolSocketDef(
-			default_value=True,
-		),
-	}
-	output_sockets = {
-		'Temporal Shape': sockets.MaxwellTemporalShapeSocketDef(),
-	}
-
-	managed_obj_types = {
-		'amp_time': managed_objs.ManagedBLImage,
-	}
-
-	####################
-	# - Properties
-	####################
-	plot_time_start: bpy.props.FloatProperty(
-		name='Plot Time Start (ps)',
-		description='The instance ID of a particular MaxwellSimNode instance, used to index caches',
-		default=0.0,
-		update=(lambda self, context: self.on_prop_changed('plot_time_start', context)),
-	)
-	plot_time_end: bpy.props.FloatProperty(
-		name='Plot Time End (ps)',
-		description='The instance ID of a particular MaxwellSimNode instance, used to index caches',
-		default=5,
-		update=(lambda self, context: self.on_prop_changed('plot_time_start', context)),
-	)
-
-	####################
-	# - UI
-	####################
-	def draw_props(self, _, layout):
-		layout.label(text='Plot Settings')
-		split = layout.split(factor=0.6)
-
-		col = split.column()
-		col.label(text='t-Range (ps)')
-
-		col = split.column()
-		col.prop(self, 'plot_time_start', text='')
-		col.prop(self, 'plot_time_end', text='')
-
-	####################
-	# - Output Socket Computation
-	####################
-	@events.computes_output_socket(
-		'Temporal Shape',
-		input_sockets={
-			'Freq Center',
-			'Freq Std.',
-			'Phase',
-			'Delay rel. AngFreq',
-			'Remove DC',
-		},
-	)
-	def compute_source(self, input_sockets: dict) -> td.GaussianPulse:
-		if (
-			(_freq_center := input_sockets['Freq Center']) is None
-			or (_freq_std := input_sockets['Freq Std.']) is None
-			or (_phase := input_sockets['Phase']) is None
-			or (time_delay_rel_ang_freq := input_sockets['Delay rel. AngFreq']) is None
-			or (remove_dc_component := input_sockets['Remove DC']) is None
-		):
-			raise ValueError('Inputs not defined')
-
-		cheating_amplitude = 1.0
-		freq_center = spu.convert_to(_freq_center, spu.hertz) / spu.hertz
-		freq_std = spu.convert_to(_freq_std, spu.hertz) / spu.hertz
-		phase = spu.convert_to(_phase, spu.radian) / spu.radian
-
-		return td.GaussianPulse(
-			amplitude=cheating_amplitude,
-			phase=phase,
-			freq0=freq_center,
-			fwidth=freq_std,
-			offset=time_delay_rel_ang_freq,
-			remove_dc_component=remove_dc_component,
-		)
-
-	@events.on_show_plot(
-		managed_objs={'amp_time'},
-		props={'plot_time_start', 'plot_time_end'},
-		output_sockets={'Temporal Shape'},
-		stop_propagation=True,
-	)
-	def on_show_plot(
-		self,
-		managed_objs: dict,
-		output_sockets: dict,
-		props: dict,
-	):
-		temporal_shape = output_sockets['Temporal Shape']
-		plot_time_start = props['plot_time_start'] * 1e-15
-		plot_time_end = props['plot_time_end'] * 1e-15
-
-		times = np.linspace(plot_time_start, plot_time_end)
-
-		managed_objs['amp_time'].mpl_plot_to_image(
-			lambda ax: temporal_shape.plot_spectrum(times, ax=ax),
-			bl_select=True,
-		)
-
-
-####################
-# - Blender Registration
-####################
-BL_REGISTER = [
-	GaussianPulseTemporalShapeNode,
-]
-BL_NODES = {
-	ct.NodeType.GaussianPulseTemporalShape: (
-		ct.NodeCategory.MAXWELLSIM_SOURCES_TEMPORALSHAPES
-	)
-}

src/blender_maxwell/node_trees/maxwell_sim_nodes/nodes/sources/temporal_shapes/pulse_temporal_shape.py

@@ -0,0 +1,194 @@
+"""Implements the `PulseTemporalShapeNode`."""
+
+import functools
+import typing as typ
+
+import bpy
+import jax.numpy as jnp
+import sympy as sp
+import sympy.physics.units as spu
+import tidy3d as td
+
+from blender_maxwell.utils import extra_sympy_units as spux
+
+from .... import contracts as ct
+from .... import managed_objs, sockets
+from ... import base, events
+
+
+def _manual_amp_time(self, time: float) -> complex:
+	"""Copied implementation of `pulse.amp_time` for `tidy3d` temporal shapes, which replaces use of `numpy` with `jax.numpy` for `jit`-ability.
+
+	Since the function is detached from the method, `self` is not implicitly available. It should be pre-defined from a real source time object using `functools.partial`, before `jax.jit`ing.
+
+	## License
+	**This function is directly copied from `tidy3d`**.
+	As such, it should be considered available under the `tidy3d` license (as of writing, LGPL 2.1): <https://github.com/flexcompute/tidy3d/blob/develop/LICENSE>
+
+	## Reference
+	Permalink to GitHub source code: <https://github.com/flexcompute/tidy3d/blob/3ee34904eb6687a86a5fb3f4ed6d3295c228cd83/tidy3d/components/source.py#L143C1-L163C25>
+	"""
+	twidth = 1.0 / (2 * jnp.pi * self.fwidth)
+	omega0 = 2 * jnp.pi * self.freq0
+	time_shifted = time - self.offset * twidth
+
+	offset = jnp.exp(1j * self.phase)
+	oscillation = jnp.exp(-1j * omega0 * time)
+	amp = jnp.exp(-(time_shifted**2) / 2 / twidth**2) * self.amplitude
+
+	pulse_amp = offset * oscillation * amp
+
+	# subtract out DC component
+	if self.remove_dc_component:
+		pulse_amp = pulse_amp * (1j + time_shifted / twidth**2 / omega0)
+	else:
+		# 1j to make it agree in large omega0 limit
+		pulse_amp = pulse_amp * 1j
+
+	return pulse_amp
+
+
+class PulseTemporalShapeNode(base.MaxwellSimNode):
+	node_type = ct.NodeType.PulseTemporalShape
+	bl_label = 'Gaussian Pulse Temporal Shape'
+
+	####################
+	# - Sockets
+	####################
+	input_sockets: typ.ClassVar = {
+		'max E': sockets.ExprSocketDef(
+			mathtype=spux.MathType.Complex,
+			physical_type=spux.PhysicalType.EField,
+			default_value=1 + 0j,
+		),
+		'μ Freq': sockets.ExprSocketDef(
+			physical_type=spux.PhysicalType.Freq,
+			default_unit=spux.THz,
+			default_value=500,
+		),
+		'σ Freq': sockets.ExprSocketDef(
+			physical_type=spux.PhysicalType.Freq,
+			default_unit=spux.THz,
+			default_value=200,
+		),
+		'Offset Time': sockets.ExprSocketDef(default_value=5, abs_min=2.5),
+		'Remove DC': sockets.BoolSocketDef(
+			default_value=True,
+		),
+	}
+	output_sockets: typ.ClassVar = {
+		'Temporal Shape': sockets.MaxwellTemporalShapeSocketDef(),
+		'E(t)': sockets.ExprSocketDef(active_kind=ct.FlowKind.Array),
+	}
+
+	managed_obj_types: typ.ClassVar = {
+		'plot': managed_objs.ManagedBLImage,
+	}
+
+	####################
+	# - UI
+	####################
+	def draw_info(self, _: bpy.types.Context, layout: bpy.types.UILayout) -> None:
+		box = layout.box()
+		row = box.row()
+		row.alignment = 'CENTER'
+		row.label(text='Parameter Scale')
+
+		# Split
+		split = box.split(factor=0.3, align=False)
+
+		## LHS: Parameter Names
+		col = split.column()
+		col.alignment = 'RIGHT'
+		col.label(text='Off t:')
+
+		## RHS: Parameter Units
+		col = split.column()
+		col.label(text='1 / 2π·σ(𝑓)')
+
+	####################
+	# - FlowKind: Value
+	####################
+	@events.computes_output_socket(
+		'Temporal Shape',
+		input_sockets={
+			'max E',
+			'μ Freq',
+			'σ Freq',
+			'Offset Time',
+			'Remove DC',
+		},
+		unit_systems={'Tidy3DUnits': ct.UNITS_TIDY3D},
+		scale_input_sockets={
+			'max E': 'Tidy3DUnits',
+			'μ Freq': 'Tidy3DUnits',
+			'σ Freq': 'Tidy3DUnits',
+		},
+	)
+	def compute_temporal_shape(self, input_sockets, unit_systems) -> td.GaussianPulse:
+		return td.GaussianPulse(
+			amplitude=sp.re(input_sockets['max E']),
+			phase=sp.im(input_sockets['max E']),
+			freq0=input_sockets['μ Freq'],
+			fwidth=input_sockets['σ Freq'],
+			offset=input_sockets['Offset Time'],
+			remove_dc_component=input_sockets['Remove DC'],
+		)
+
+	####################
+	# - FlowKind: LazyValueFunc / Info / Params
+	####################
+	@events.computes_output_socket(
+		'E(t)',
+		kind=ct.FlowKind.LazyValueFunc,
+		output_sockets={'Temporal Shape'},
+	)
+	def compute_time_to_efield_lazy(self, output_sockets) -> td.GaussianPulse:
+		temporal_shape = output_sockets['Temporal Shape']
+		jax_amp_time = functools.partial(_manual_amp_time, temporal_shape)
+
+		## TODO: Don't just partial() it up, do it property in the ParamsFlow!
+		## -> Right now it's recompiled every time.
+
+		return ct.LazyValueFuncFlow(
+			func=jax_amp_time,
+			func_args=[spux.PhysicalType.Time],
+			supports_jax=True,
+		)
+
+	@events.computes_output_socket(
+		'E(t)',
+		kind=ct.FlowKind.Info,
+	)
+	def compute_time_to_efield_info(self) -> td.GaussianPulse:
+		return ct.InfoFlow(
+			dim_names=['t'],
+			dim_idx={
+				't': ct.LazyArrayRangeFlow(
+					start=sp.S(0), stop=sp.oo, steps=0, unit=spu.second
+				)
+			},
+			output_name='E',
+			output_shape=None,
+			output_mathtype=spux.MathType.Complex,
+			output_unit=spu.volt / spu.um,
+		)
+
+	@events.computes_output_socket(
+		'E(t)',
+		kind=ct.FlowKind.Params,
+	)
+	def compute_time_to_efield_params(self) -> td.GaussianPulse:
+		sym_time = sp.Symbol('t', real=True, nonnegative=True)
+		return ct.ParamsFlow(func_args=[sym_time], symbols={sym_time})
+
+
+####################
+# - Blender Registration
+####################
+BL_REGISTER = [
+	PulseTemporalShapeNode,
+]
+BL_NODES = {
+	ct.NodeType.PulseTemporalShape: (ct.NodeCategory.MAXWELLSIM_SOURCES_TEMPORALSHAPES)
+}

src/blender_maxwell/node_trees/maxwell_sim_nodes/sockets/base.py

@@ -217,9 +217,14 @@ class MaxwellSimSocket(bpy.types.NodeSocket):
 			Called by `self.on_prop_changed()` when `self.active_kind` was changed.
 		"""
 		self.display_shape = (
-			'SQUARE' if self.active_kind == ct.FlowKind.LazyArrayRange else 'CIRCLE'
-		)  # + ('_DOT' if self.use_units else '')
-		## TODO: Valid Active Kinds should be a subset/subenum(?) of FlowKind
+			'SQUARE'
+			if self.active_kind == ct.FlowKind.LazyArrayRange
+			else ('DIAMOND' if self.active_kind == ct.FlowKind.Array else 'CIRCLE')
+		) + (
+			'_DOT'
+			if hasattr(self, 'physical_type') and self.physical_type is not None
+			else ''
+		)
 
 	def on_socket_prop_changed(self, prop_name: str) -> None:
 		"""Called when a property has been updated.
@@ -811,6 +816,7 @@ class MaxwellSimSocket(bpy.types.NodeSocket):
 			{
 				ct.FlowKind.Value: self.draw_value,
 				ct.FlowKind.LazyArrayRange: self.draw_lazy_array_range,
+				ct.FlowKind.Array: self.draw_array,
 			}[self.active_kind](col)
 
 		# Info Drawing
@@ -930,6 +936,16 @@ class MaxwellSimSocket(bpy.types.NodeSocket):
 			col: Target for defining UI elements.
 		"""
 
+	def draw_array(self, col: bpy.types.UILayout) -> None:
+		"""Draws the socket array UI on its own line.
+
+		Notes:
+			Should be overriden by individual socket classes, if they have an editable `FlowKind.Array`.
+
+		Parameters:
+			col: Target for defining UI elements.
+		"""
+
 	####################
 	# - UI Methods: Auxilliary
 	####################

src/blender_maxwell/node_trees/maxwell_sim_nodes/sockets/expr.py

@@ -194,10 +194,19 @@ class ExprBLSocket(base.MaxwellSimSocket):
 		current_value = self.value
 		current_lazy_array_range = self.lazy_array_range
 
-		self.unit = bl_cache.Signal.InvalidateCache
+		# Old Unit Not in Physical Type
+		## -> This happens when dynamically altering self.physical_type
+		if self.unit in self.physical_type.valid_units:
+			self.unit = bl_cache.Signal.InvalidateCache
 
-		self.value = current_value
-		self.lazy_array_range = current_lazy_array_range
+			self.value = current_value
+			self.lazy_array_range = current_lazy_array_range
+		else:
+			self.unit = bl_cache.Signal.InvalidateCache
+
+			# Workaround: Manually Jiggle FlowKind Invalidation
+			self.value = self.value
+			self.lazy_value_range = self.lazy_value_range
 
 	####################
 	# - Property Callback
@@ -238,10 +247,25 @@ class ExprBLSocket(base.MaxwellSimSocket):
 
 		return mathtype, shape
 
-	def _to_raw_value(self, expr: spux.SympyExpr):
+	def _to_raw_value(self, expr: spux.SympyExpr, force_complex: bool = False):
 		if self.unit is not None:
-			return spux.sympy_to_python(spux.scale_to_unit(expr, self.unit))
-		return spux.sympy_to_python(expr)
+			pyvalue = spux.sympy_to_python(spux.scale_to_unit(expr, self.unit))
+		else:
+			pyvalue = spux.sympy_to_python(expr)
+
+		# Cast complex -> tuple[float, float]
+		if isinstance(pyvalue, complex) or (
+			isinstance(pyvalue, int | float) and force_complex
+		):
+			return (pyvalue.real, pyvalue.imag)
+		if isinstance(pyvalue, tuple) and all(
+			isinstance(v, complex)
+			or (isinstance(pyvalue, int | float) and force_complex)
+			for v in pyvalue
+		):
+			return tuple([(v.real, v.imag) for v in pyvalue])
+
+		return pyvalue
 
 	def _parse_expr_str(self, expr_spstr: str) -> None:
 		expr = sp.sympify(
@@ -346,7 +370,9 @@ class ExprBLSocket(base.MaxwellSimSocket):
 				elif self.mathtype == MT_R:
 					self.raw_value_float = self._to_raw_value(expr)
 				elif self.mathtype == MT_C:
-					self.raw_value_complex = self._to_raw_value(expr)
+					self.raw_value_complex = self._to_raw_value(
+						expr, force_complex=True
+					)
 			elif self.shape == (2,):
 				if self.mathtype == MT_Z:
 					self.raw_value_int2 = self._to_raw_value(expr)
@@ -355,9 +381,10 @@ class ExprBLSocket(base.MaxwellSimSocket):
 				elif self.mathtype == MT_R:
 					self.raw_value_float2 = self._to_raw_value(expr)
 				elif self.mathtype == MT_C:
-					self.raw_value_complex2 = self._to_raw_value(expr)
+					self.raw_value_complex2 = self._to_raw_value(
+						expr, force_complex=True
+					)
 			elif self.shape == (3,):
-				log.critical(expr)
 				if self.mathtype == MT_Z:
 					self.raw_value_int3 = self._to_raw_value(expr)
 				elif self.mathtype == MT_Q:
@@ -365,7 +392,9 @@ class ExprBLSocket(base.MaxwellSimSocket):
 				elif self.mathtype == MT_R:
 					self.raw_value_float3 = self._to_raw_value(expr)
 				elif self.mathtype == MT_C:
-					self.raw_value_complex3 = self._to_raw_value(expr)
+					self.raw_value_complex3 = self._to_raw_value(
+						expr, force_complex=True
+					)
 
 	####################
 	# - FlowKind: LazyArrayRange
@@ -451,7 +480,7 @@ class ExprBLSocket(base.MaxwellSimSocket):
 				]
 			elif value.mathtype == MT_C:
 				self.raw_range_complex = [
-					self._to_raw_value(bound * unit)
+					self._to_raw_value(bound * unit, force_complex=True)
 					for bound in [value.start, value.stop]
 				]
 
@@ -674,7 +703,7 @@ class ExprBLSocket(base.MaxwellSimSocket):
 		_row.label(text=text)
 
 	def draw_info(self, info: ct.InfoFlow, col: bpy.types.UILayout) -> None:
-		if self.show_info_columns:
+		if self.active_kind == ct.FlowKind.Array and self.show_info_columns:
 			row = col.row()
 			box = row.box()
 			grid = box.grid_flow(
@@ -725,9 +754,9 @@ class ExprBLSocket(base.MaxwellSimSocket):
 ####################
 class ExprSocketDef(base.SocketDef):
 	socket_type: ct.SocketType = ct.SocketType.Expr
-	active_kind: typ.Literal[ct.FlowKind.Value, ct.FlowKind.LazyArrayRange] = (
-		ct.FlowKind.Value
-	)
+	active_kind: typ.Literal[
+		ct.FlowKind.Value, ct.FlowKind.LazyArrayRange, ct.FlowKind.Array
+	] = ct.FlowKind.Value
 
 	# Socket Interface
 	## TODO: __hash__ like socket method based on these?
@@ -740,15 +769,15 @@ class ExprSocketDef(base.SocketDef):
 	default_unit: spux.Unit | None = None
 
 	# FlowKind: Value
-	default_value: spux.SympyExpr = sp.RealNumber(0)
+	default_value: spux.SympyExpr = sp.S(0)
 	abs_min: spux.SympyExpr | None = None  ## TODO: Not used (yet)
 	abs_max: spux.SympyExpr | None = None  ## TODO: Not used (yet)
 	## TODO: Idea is to use this scalar uniformly for all shape elements
 	## TODO: -> But we may want to **allow** using same-shape for diff. bounds.
 
 	# FlowKind: LazyArrayRange
-	default_min: spux.SympyExpr = sp.RealNumber(0)
-	default_max: spux.SympyExpr = sp.RealNumber(1)
+	default_min: spux.SympyExpr = sp.S(0)
+	default_max: spux.SympyExpr = sp.S(1)
 	default_steps: int = 2
 	## TODO: Configure lin/log/... scaling (w/enumprop in UI)
 

src/blender_maxwell/utils/extra_sympy_units.py

@@ -98,6 +98,12 @@ class MathType(enum.StrEnum):
 		if sp_obj.is_complex:
 			return MathType.Complex
 
+		# Infinities
+		if sp_obj in [sp.oo, -sp.oo]:
+			return MathType.Real  ## TODO: Strictly, could be ex. integer...
+		if sp_obj in [sp.zoo, -sp.zoo]:
+			return MathType.Complex
+
 		msg = f"Can't determine MathType from sympy object: {sp_obj}"
 		raise ValueError(msg)
 
@@ -755,13 +761,11 @@ def scaling_factor(unit_from: spu.Quantity, unit_to: spu.Quantity) -> Number:
 	raise ValueError(msg)
 
 
-_UNIT_STR_MAP = {sym.name: unit for sym, unit in UNIT_BY_SYMBOL.items()}
-
-
 @functools.cache
 def unit_str_to_unit(unit_str: str) -> Unit | None:
-	if unit_str in _UNIT_STR_MAP:
-		return _UNIT_STR_MAP[unit_str]
+	expr = sp.sympify(unit_str).subs(UNIT_BY_SYMBOL)
+	if expr.has(spu.Quantity):
+		return expr
 
 	msg = f'No valid unit for unit string {unit_str}'
 	raise ValueError(msg)
@@ -812,7 +816,6 @@ class PhysicalType(enum.StrEnum):
 	# Luminal
 	LumIntensity = enum.auto()
 	LumFlux = enum.auto()
-	Luminance = enum.auto()
 	Illuminance = enum.auto()
 	# Optics
 	OrdinaryWaveVector = enum.auto()
@@ -866,7 +869,7 @@ class PhysicalType(enum.StrEnum):
 			PT.OrdinaryWaveVector: Dims.frequency,
 			PT.AngularWaveVector: Dims.angle * Dims.frequency,
 			PT.PoyntingVector: Dims.power / Dims.length**2,
-		}
+		}[self]
 
 	@property
 	def default_unit(self) -> list[Unit]:
@@ -1072,7 +1075,7 @@ class PhysicalType(enum.StrEnum):
 
 	@staticmethod
 	def from_unit(unit: Unit) -> list[Unit]:
-		for physical_type in list[PhysicalType]:
+		for physical_type in list(PhysicalType):
 			if unit in physical_type.valid_units:
 				return physical_type
 
@@ -1161,7 +1164,7 @@ class PhysicalType(enum.StrEnum):
 
 	@staticmethod
 	def to_name(value: typ.Self) -> str:
-		return sp_to_str(value.unit_dim)
+		return PhysicalType(value).name
 
 	@staticmethod
 	def to_icon(value: typ.Self) -> str:
@@ -1208,6 +1211,7 @@ UNITS_SI: UnitSystem = {
 	# Electrodynamics
 	_PT.Current: spu.ampere,
 	_PT.CurrentDensity: spu.ampere / spu.meter**2,
+	_PT.Voltage: spu.volt,
 	_PT.Capacitance: spu.farad,
 	_PT.Impedance: spu.ohm,
 	_PT.Conductance: spu.siemens,
@@ -1278,13 +1282,12 @@ def sympy_to_python(
 ####################
 # - Convert to Unit System
 ####################
-def _flat_unit_system_units(unit_system: UnitSystem) -> SympyExpr:
-	return list(unit_system.values())
-
-
 def convert_to_unit_system(sp_obj: SympyExpr, unit_system: UnitSystem) -> SympyExpr:
 	"""Convert an expression to the units of a given unit system, with appropriate scaling."""
-	return spu.convert_to(sp_obj, _flat_unit_system_units(unit_system))
+	return spu.convert_to(
+		sp_obj,
+		{unit_system[PhysicalType.from_unit(unit)] for unit in get_units(sp_obj)},
+	)
 
 
 def strip_unit_system(sp_obj: SympyExpr, unit_system: UnitSystem) -> SympyExpr: