import numpy as np
from .optical_element import OpticalElement, AgnosticOpticalElement, make_agnostic_forward, make_agnostic_backward

class Apodizer(AgnosticOpticalElement):
	'''A thin apodizer.

	This apodizer can apodize both in phase and amplitude.

	Parameters
	----------
	apodization : Field or scalar or function of wavelength
		The apodization that we want to apply to any input wavefront.
	'''
	def __init__(self, apodization):
		self._apodization = apodization

		AgnosticOpticalElement.__init__(self, True, True)

	def make_instance(self, instance_data, input_grid, output_grid, wavelength):
		instance_data.apodization = self.evaluate_parameter(self.apodization, input_grid, output_grid, wavelength)

	@property
	def apodization(self):
		return self._apodization

	@apodization.setter
	def apodization(self, apodization):
		self._apodization = apodization

		self.clear_cache()

	def get_input_grid(self, output_grid, wavelength):
		return output_grid

	def get_output_grid(self, input_grid, wavelength):
		return input_grid

	@make_agnostic_forward
	def forward(self, instance_data, wavefront):
		wf = wavefront.copy()
		wf.electric_field *= instance_data.apodization

		return wf

	@make_agnostic_backward
	def backward(self, instance_data, wavefront):
		wf = wavefront.copy()
		wf.electric_field *= instance_data.apodization.conj()

		return wf

class PhaseApodizer(Apodizer):
	'''A phase-only thin apodizer.

	Parameters
	----------
	phase : Field or scalar or function
		The phase apodization.
	'''
	def __init__(self, phase):
		self._phase = phase

		Apodizer.__init__(self, self.apodization)

	@property
	def apodization(self):
		return self.construct_function(lambda p: np.exp(1j * p), self.phase)

	@property
	def phase(self):
		return self._phase

	@phase.setter
	def phase(self, phase):
		self._phase = phase

		self.clear_cache()

class SurfaceApodizer(Apodizer):
	'''A transmissive sagged surface optic.

	The surface is simulated as a thin plate. Propagation effects due to the
	thickness of the plate are not included. The supplied refractive index
	may change as function of wavelength.

	Parameters
	----------
	surface_sag : Field or scalar or function
		The sag in the surface.
	refractive_index : scalar or function
		The refractive index of the material of the plate.
	'''
	def __init__(self, surface_sag, refractive_index):
		self._surface_sag = surface_sag
		self._refractive_index = refractive_index

		Apodizer.__init__(self, self.apodization)

	@property
	def opd(self):
		return self.construct_function(lambda n, surf: (n - 1) * surf, self.refractive_index, self.surface_sag)

	optical_path_difference = opd

	@property
	def phase(self):
		return self.construct_function(lambda opd, wavelength: opd * 2 * np.pi / wavelength, self.opd)

	@property
	def apodization(self):
		return self.construct_function(lambda p: np.exp(1j * p), self.phase)

	@property
	def refractive_index(self):
		return self._refractive_index

	@refractive_index.setter
	def refractive_index(self, refractive_index):
		self._refractive_index = refractive_index

		self.clear_cache()

	@property
	def surface_sag(self):
		return self._surface_sag

	@surface_sag.setter
	def surface_sag(self, surface_sag):
		self._surface_sag = surface_sag

		self.clear_cache()

class ComplexSurfaceApodizer(OpticalElement):
	def __init__(self, amplitude, surface, refractive_index):
		self.amplitude = amplitude
		self.surface = surface
		self.refractive_index = refractive_index

	def phase_for(self, wavelength):
		'''Get the phase screen in radians at a certain wavelength.

		Parameters
		----------
		wavelength : scalar
			The wavelength at which to calculate the phase screen.
		'''
		wavenumber = 2 * np.pi / wavelength

		opd = (self.refractive_index - 1) * self.surface

		return opd * wavenumber

	def forward(self, wavefront):
		opd = (self.refractive_index(wavefront.wavelength) - 1) * self.surface

		wf = wavefront.copy()
		wf.electric_field *= self.amplitude * np.exp(1j * opd * wf.wavenumber)

		return wf

	def backward(self, wavefront):
		opd = (self.refractive_index(wavefront.wavelength) - 1) * self.surface

		wf = wavefront.copy()
		wf.electric_field *= self.amplitude * np.exp(-1j * opd * wf.wavenumber)

		return wf

class MultiplexedComplexSurfaceApodizer(OpticalElement):
	def __init__(self, amplitude, surface, refractive_index):
		self.amplitude = amplitude
		self.surface = surface
		self.refractive_index = refractive_index

	def forward(self, wavefront):
		apodizer_mask = 0
		for amplitude, surface in zip(self.amplitude, self.surface):
			opd = (self.refractive_index(wavefront.wavelength) - 1) * surface
			apodizer_mask += amplitude * np.exp(1j * opd * wavefront.wavenumber)

		wf = wavefront.copy()
		wf.electric_field *= apodizer_mask
		return wf

	def backward(self, wavefront):
		apodizer_mask = 0
		for amplitude, surface in zip(self.amplitude, self.surface):
			opd = (self.refractive_index(wavefront.wavelength) - 1) * surface
			apodizer_mask += amplitude * np.exp(1j * opd * wavefront.wavenumber)

		wf = wavefront.copy()
		wf.electric_field /= apodizer_mask
		return wf

import numpy as np
from .optical_element import OpticalElement, AgnosticOpticalElement, make_agnostic_forward, make_agnostic_backward

class Apodizer(AgnosticOpticalElement):
	'''A thin apodizer.

	This apodizer can apodize both in phase and amplitude.

	Parameters
	----------
	apodization : Field or scalar or function of wavelength
		The apodization that we want to apply to any input wavefront.
	'''
	def __init__(self, apodization):
		self._apodization = apodization

		AgnosticOpticalElement.__init__(self, True, True)

	def make_instance(self, instance_data, input_grid, output_grid, wavelength):
		instance_data.apodization = self.evaluate_parameter(self.apodization, input_grid, output_grid, wavelength)

	@property
	def apodization(self):
		return self._apodization

	@apodization.setter
	def apodization(self, apodization):
		self._apodization = apodization

		self.clear_cache()

	def get_input_grid(self, output_grid, wavelength):
		return output_grid

	def get_output_grid(self, input_grid, wavelength):
		return input_grid

	@make_agnostic_forward
	def forward(self, instance_data, wavefront):
		wf = wavefront.copy()
		wf.electric_field *= instance_data.apodization

		return wf

	@make_agnostic_backward
	def backward(self, instance_data, wavefront):
		wf = wavefront.copy()
		wf.electric_field *= instance_data.apodization.conj()

		return wf

class PhaseApodizer(Apodizer):
	'''A phase-only thin apodizer.

	Parameters
	----------
	phase : Field or scalar or function
		The phase apodization.
	'''
	def __init__(self, phase):
		self._phase = phase

		Apodizer.__init__(self, self.apodization)

	@property
	def apodization(self):
		return self.construct_function(lambda p: np.exp(1j * p), self.phase)

	@property
	def phase(self):
		return self._phase

	@phase.setter
	def phase(self, phase):
		self._phase = phase

		self.clear_cache()

class SurfaceApodizer(Apodizer):
	'''A transmissive sagged surface optic.

	The surface is simulated as a thin plate. Propagation effects due to the
	thickness of the plate are not included. The supplied refractive index
	may change as function of wavelength.

	Parameters
	----------
	surface_sag : Field or scalar or function
		The sag in the surface.
	refractive_index : scalar or function
		The refractive index of the material of the plate.
	'''
	def __init__(self, surface_sag, refractive_index):
		self._surface_sag = surface_sag
		self._refractive_index = refractive_index

		Apodizer.__init__(self, self.apodization)

	@property
	def opd(self):
		return self.construct_function(lambda n, surf: (n - 1) * surf, self.refractive_index, self.surface_sag)

	optical_path_difference = opd

	@property
	def phase(self):
		return self.construct_function(lambda opd, wavelength: opd * 2 * np.pi / wavelength, self.opd)

	@property
	def apodization(self):
		return self.construct_function(lambda p: np.exp(1j * p), self.phase)

	@property
	def refractive_index(self):
		return self._refractive_index

	@refractive_index.setter
	def refractive_index(self, refractive_index):
		self._refractive_index = refractive_index

		self.clear_cache()

	@property
	def surface_sag(self):
		return self._surface_sag

	@surface_sag.setter
	def surface_sag(self, surface_sag):
		self._surface_sag = surface_sag

		self.clear_cache()

class ComplexSurfaceApodizer(OpticalElement):
	def __init__(self, amplitude, surface, refractive_index):
		self.amplitude = amplitude
		self.surface = surface
		self.refractive_index = refractive_index

	def phase_for(self, wavelength):
		'''Get the phase screen in radians at a certain wavelength.

		Parameters
		----------
		wavelength : scalar
			The wavelength at which to calculate the phase screen.
		'''
		wavenumber = 2 * np.pi / wavelength

		opd = (self.refractive_index - 1) * self.surface

		return opd * wavenumber

	def forward(self, wavefront):
		opd = (self.refractive_index(wavefront.wavelength) - 1) * self.surface

		wf = wavefront.copy()
		wf.electric_field *= self.amplitude * np.exp(1j * opd * wf.wavenumber)

		return wf

	def backward(self, wavefront):
		opd = (self.refractive_index(wavefront.wavelength) - 1) * self.surface

		wf = wavefront.copy()
		wf.electric_field *= self.amplitude * np.exp(-1j * opd * wf.wavenumber)

		return wf

class MultiplexedComplexSurfaceApodizer(OpticalElement):
	def __init__(self, amplitude, surface, refractive_index):
		self.amplitude = amplitude
		self.surface = surface
		self.refractive_index = refractive_index

	def forward(self, wavefront):
		apodizer_mask = 0
		for amplitude, surface in zip(self.amplitude, self.surface):
			opd = (self.refractive_index(wavefront.wavelength) - 1) * surface
			apodizer_mask += amplitude * np.exp(1j * opd * wavefront.wavenumber)

		wf = wavefront.copy()
		wf.electric_field *= apodizer_mask
		return wf

	def backward(self, wavefront):
		apodizer_mask = 0
		for amplitude, surface in zip(self.amplitude, self.surface):
			opd = (self.refractive_index(wavefront.wavelength) - 1) * surface
			apodizer_mask += amplitude * np.exp(1j * opd * wavefront.wavenumber)

		wf = wavefront.copy()
		wf.electric_field /= apodizer_mask
		return wf

A thin apodizer.  	This apodizer can apodize both in phase and amplitude.  	Parameters 	---------- 	apodization : Field or scalar or function of wavelength 		The apodization that we want to apply to any input wavefront. A phase-only thin apodizer.  	Parameters 	---------- 	phase : Field or scalar or function 		The phase apodization. A transmissive sagged surface optic.  	The surface is simulated as a thin plate. Propagation effects due to the 	thickness of the plate are not included. The supplied refractive index 	may change as function of wavelength.  	Parameters 	---------- 	surface_sag : Field or scalar or function 		The sag in the surface. 	refractive_index : scalar or function 		The refractive index of the material of the plate. Get the phase screen in radians at a certain wavelength.  		Parameters 		---------- 		wavelength : scalar 			The wavelength at which to calculate the phase screen.