コード例 #1
0
    def __init__(self, name, distribution_shape=None, components=None):

        Node.__init__(self, name)

        if components is None:

            assert distribution_shape is not None, "You have to either provied a list of components, or a " \
                                                   "distribution shape"

            components = [SpectralComponent("main", distribution_shape)]

        Source.__init__(self, components, PARTICLE_SOURCE)

        # Add a node called 'spectrum'

        spectrum_node = Node('spectrum')
        spectrum_node._add_children(self._components.values())

        self._add_child(spectrum_node)

        self.__call__ = self.get_flux

        # Set the units
        # Now sets the units of the parameters for the energy domain

        current_units = get_units()

        # energy as x and particle flux as y
        x_unit = current_units.energy
        y_unit = 1 / current_units.energy

        # Now set the units of the components
        for component in self._components.values():
            component.shape.set_units(x_unit, y_unit)
コード例 #2
0
    def __init__(self, name, distribution_shape=None, components=None):

        Node.__init__(self, name)

        if components is None:

            assert distribution_shape is not None, "You have to either provied a list of components, or a " \
                                                   "distribution shape"

            components = [SpectralComponent("main", distribution_shape)]

        Source.__init__(self, components, PARTICLE_SOURCE)

        # Add a node called 'spectrum'

        spectrum_node = Node('spectrum')
        spectrum_node._add_children(self._components.values())

        self._add_child(spectrum_node)

        self.__call__ = self.get_flux

        # Set the units
        # Now sets the units of the parameters for the energy domain

        current_units = get_units()

        # energy as x and particle flux as y
        x_unit = current_units.energy
        y_unit = 1 / current_units.energy

        # Now set the units of the components
        for component in self._components.values():
            component.shape.set_units(x_unit, y_unit)
コード例 #3
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    def __init__(self, name, distribution_shape=None, components=None):

        Node.__init__(self, name)

        if components is None:

            if distribution_shape is None:

                log.error("You have to either provied a list of components, or a " \
                                                   "distribution shape")

                raise AssertionError()

            components = [SpectralComponent("main", distribution_shape)]

        Source.__init__(self, components, SourceType.PARTICLE_SOURCE)

        # Add a node called 'spectrum'

        spectrum_node = Node('spectrum')
        spectrum_node._add_children(list(self._components.values()))

        self._add_child(spectrum_node)

        type(self).__call__ = type(self).get_flux

        # Set the units
        # Now sets the units of the parameters for the energy domain

        current_units = get_units()

        # energy as x and particle flux as y
        x_unit = current_units.energy
        y_unit = old_div(1, current_units.energy)

        # Now set the units of the components
        for component in list(self._components.values()):
            component.shape.set_units(x_unit, y_unit)
コード例 #4
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    def __init__(self, source_name, spatial_shape, spectral_shape=None, components=None):

        # Check that we have all the required information
        # and set the units

        current_u = get_units()

        if spatial_shape.n_dim == 2:

            # Now gather the component(s)

            # We need either a single component, or a list of components, but not both
            # (that's the ^ symbol)

            assert (spectral_shape is not None) ^ (components is not None), "You have to provide either a single " \
                                                                            "component, or a list of components " \
                                                                            "(but not both)."

            # If the user specified only one component, make a list of one element with a default name ("main")

            if spectral_shape is not None:

                components = [SpectralComponent("main", spectral_shape)]

            # Components in this case have energy as x and differential flux as y

            diff_flux_units = (current_u.energy * current_u.area * current_u.time) ** (-1)

            # Now set the units of the components
            for component in components:

                component.shape.set_units(current_u.energy, diff_flux_units)

            # Set the units of the brightness
            spatial_shape.set_units(current_u.angle, current_u.angle, current_u.angle**(-2))

        elif spatial_shape.n_dim == 3:

            # If there is no spectral component then assume that the input is a template, which will provide the
            # spectrum by itself. We just use a renormalization (a bias)

            if spectral_shape is None and components is None:

                # This is a template. Add a component which is just a renormalization

                spectral_shape = Constant()
                components = [SpectralComponent("main", spectral_shape)]

                # set the units
                diff_flux_units = (current_u.energy * current_u.area * current_u.time *
                                   current_u.angle**2) ** (-1)
                spatial_shape.set_units(current_u.angle, current_u.angle, current_u.energy, diff_flux_units)

            else:

                # the spectral shape has been given, so this is a case where the spatial template gives an
                # energy-dependent shape and the spectral components give the spectrum

                assert (spectral_shape is not None) ^ (components is not None), "You can provide either a single " \
                                                                                "component, or a list of components " \
                                                                                "(but not both)."

                if spectral_shape is not None:

                    components = [SpectralComponent("main", spectral_shape)]

                # Assign units
                diff_flux_units = (current_u.energy * current_u.area * current_u.time) ** (-1)

                # Now set the units of the components
                for component in components:
                    component.shape.set_units(current_u.energy, diff_flux_units)

                # Set the unit of the spatial template
                spatial_shape.set_units(current_u.angle, current_u.angle, current_u.energy, current_u.angle**(-2))

        else:

            raise RuntimeError("The spatial shape must have either 2 or 3 dimensions.")

        # Here we have a list of components

        Source.__init__(self, components, EXTENDED_SOURCE)

        # A source is also a Node in the tree

        Node.__init__(self, source_name)

        # Add the spatial shape as a child node, with an explicit name
        self._spatial_shape = spatial_shape
        self._add_child(self._spatial_shape)

        # Add the same node also with the name of the function
        #self._add_child(self._shape, self._shape.__name__)

        # Add a node called 'spectrum'

        spectrum_node = Node('spectrum')
        spectrum_node._add_children(self._components.values())

        self._add_child(spectrum_node)
コード例 #5
0
    def __init__(self,
                 source_name: str,
                 ra: Optional[float] = None,
                 dec: Optional[float] = None,
                 spectral_shape: Optional[Function1D] = None,
                 l: Optional[float] = None,
                 b: Optional[float] = None,
                 components=None,
                 sky_position: Optional[SkyDirection] = None):

        # Check that we have all the required information

        # (the '^' operator acts as XOR on booleans)

        # Check that we have one and only one specification of the position

        if not ((ra is not None and dec is not None) ^
                (l is not None and b is not None) ^
                (sky_position is not None)):

            log.error(
                "You have to provide one and only one specification for the position"
            )

            raise AssertionError()

        # Gather the position

        if not isinstance(sky_position, SkyDirection):

            if (ra is not None) and (dec is not None):

                # Check that ra and dec are actually numbers

                try:

                    ra = float(ra)
                    dec = float(dec)

                except (TypeError, ValueError):

                    log.error(
                        "RA and Dec must be numbers. If you are confused by this message, you "
                        "are likely using the constructor in the wrong way. Check the documentation."
                    )

                    raise AssertionError()

                sky_position = SkyDirection(ra=ra, dec=dec)

            else:

                sky_position = SkyDirection(l=l, b=b)

        self._sky_position: SkyDirection = sky_position

        # Now gather the component(s)

        # We need either a single component, or a list of components, but not both
        # (that's the ^ symbol)

        if not (spectral_shape is not None) ^ (components is not None):

            log.error(
                "You have to provide either a single component, or a list of components (but not both)."
            )

            raise AssertionError()

        # If the user specified only one component, make a list of one element with a default name ("main")

        if spectral_shape is not None:

            components = [SpectralComponent("main", spectral_shape)]

        Source.__init__(self, components, src_type=SourceType.POINT_SOURCE)

        # A source is also a Node in the tree

        Node.__init__(self, source_name)

        # Add the position as a child node, with an explicit name

        self._add_child(self._sky_position)

        # Add a node called 'spectrum'

        spectrum_node = Node('spectrum')
        spectrum_node._add_children(list(self._components.values()))

        self._add_child(spectrum_node)

        # Now set the units
        # Now sets the units of the parameters for the energy domain

        current_units = get_units()

        # Components in this case have energy as x and differential flux as y

        x_unit = current_units.energy
        y_unit = (current_units.energy * current_units.area *
                  current_units.time)**(-1)

        # Now set the units of the components
        for component in list(self._components.values()):

            component.shape.set_units(x_unit, y_unit)
コード例 #6
0
ファイル: point_source.py プロジェクト: giacomov/astromodels
    def __init__(self, source_name, ra=None, dec=None, spectral_shape=None,
                 l=None, b=None, components=None, sky_position=None):

        # Check that we have all the required information

        # (the '^' operator acts as XOR on booleans)

        # Check that we have one and only one specification of the position

        assert ((ra is not None and dec is not None) ^
                (l is not None and b is not None) ^
                (sky_position is not None)), "You have to provide one and only one specification for the position"

        # Gather the position

        if not isinstance(sky_position, SkyDirection):

            if (ra is not None) and (dec is not None):

                # Check that ra and dec are actually numbers

                try:

                    ra = float(ra)
                    dec = float(dec)

                except (TypeError, ValueError):

                    raise AssertionError("RA and Dec must be numbers. If you are confused by this message, you "
                                         "are likely using the constructor in the wrong way. Check the documentation.")

                sky_position = SkyDirection(ra=ra, dec=dec)

            else:

                sky_position = SkyDirection(l=l, b=b)

        self._sky_position = sky_position

        # Fix the position by default

        self._sky_position.fix()

        # Now gather the component(s)

        # We need either a single component, or a list of components, but not both
        # (that's the ^ symbol)

        assert (spectral_shape is not None) ^ (components is not None), "You have to provide either a single " \
                                                                        "component, or a list of components " \
                                                                        "(but not both)."

        # If the user specified only one component, make a list of one element with a default name ("main")

        if spectral_shape is not None:

            components = [SpectralComponent("main", spectral_shape)]

        Source.__init__(self, components, POINT_SOURCE)

        # A source is also a Node in the tree

        Node.__init__(self, source_name)

        # Add the position as a child node, with an explicit name

        self._add_child(self._sky_position)

        # Add a node called 'spectrum'

        spectrum_node = Node('spectrum')
        spectrum_node._add_children(self._components.values())

        self._add_child(spectrum_node)

        # Now set the units
        # Now sets the units of the parameters for the energy domain

        current_units = get_units()

        # Components in this case have energy as x and differential flux as y

        x_unit = current_units.energy
        y_unit = (current_units.energy * current_units.area * current_units.time) ** (-1)

        # Now set the units of the components
        for component in self._components.values():

            component.shape.set_units(x_unit, y_unit)
コード例 #7
0
    def __init__(self, source_name, spatial_shape, spectral_shape=None, components=None):

        # Check that we have all the required information
        # and set the units

        current_u = get_units()

        if spatial_shape.n_dim == 2:

            # Now gather the component(s)

            # We need either a single component, or a list of components, but not both
            # (that's the ^ symbol)

            assert (spectral_shape is not None) ^ (components is not None), "You have to provide either a single " \
                                                                            "component, or a list of components " \
                                                                            "(but not both)."

            # If the user specified only one component, make a list of one element with a default name ("main")

            if spectral_shape is not None:

                components = [SpectralComponent("main", spectral_shape)]

            # Components in this case have energy as x and differential flux as y

            diff_flux_units = (current_u.energy * current_u.area * current_u.time) ** (-1)

            # Now set the units of the components
            for component in components:

                component.shape.set_units(current_u.energy, diff_flux_units)

            # Set the units of the brightness
            spatial_shape.set_units(current_u.angle, current_u.angle, current_u.angle**(-2))

        elif spatial_shape.n_dim == 3:

            # If there is no spectral component then assume that the input is a template, which will provide the
            # spectrum by itself. We just use a renormalization (a bias)

            if spectral_shape is None and components is None:

                # This is a template. Add a component which is just a renormalization

                spectral_shape = Constant()
                components = [SpectralComponent("main", spectral_shape)]

                # set the units
                diff_flux_units = (current_u.energy * current_u.area * current_u.time *
                                   current_u.angle**2) ** (-1)
                spatial_shape.set_units(current_u.angle, current_u.angle, current_u.energy, diff_flux_units)

            else:

                # the spectral shape has been given, so this is a case where the spatial template gives an
                # energy-dependent shape and the spectral components give the spectrum

                assert (spectral_shape is not None) ^ (components is not None), "You can provide either a single " \
                                                                                "component, or a list of components " \
                                                                                "(but not both)."

                if spectral_shape is not None:

                    components = [SpectralComponent("main", spectral_shape)]

                # Assign units
                diff_flux_units = (current_u.energy * current_u.area * current_u.time) ** (-1)

                # Now set the units of the components
                for component in components:
                    component.shape.set_units(current_u.energy, diff_flux_units)

                # Set the unit of the spatial template
                spatial_shape.set_units(current_u.angle, current_u.angle, current_u.energy, current_u.angle**(-2))

        else:

            raise RuntimeError("The spatial shape must have either 2 or 3 dimensions.")

        # Here we have a list of components

        Source.__init__(self, components, EXTENDED_SOURCE)

        # A source is also a Node in the tree

        Node.__init__(self, source_name)

        # Add the spatial shape as a child node, with an explicit name
        self._spatial_shape = spatial_shape
        self._add_child(self._spatial_shape)

        # Add the same node also with the name of the function
        #self._add_child(self._shape, self._shape.__name__)

        # Add a node called 'spectrum'

        spectrum_node = Node('spectrum')
        spectrum_node._add_children(self._components.values())

        self._add_child(spectrum_node)