diff --git a/cosipy/response/ideal_response.py b/cosipy/response/ideal_response.py index dbf7a4311..a71fc4b00 100644 --- a/cosipy/response/ideal_response.py +++ b/cosipy/response/ideal_response.py @@ -33,6 +33,14 @@ from cosipy.util.iterables import itertools_batched from scoords import SpacecraftFrame +from astromodels.functions.function import Function1D +from functools import cached_property +from scipy.integrate import trapezoid, cumulative_trapezoid +from scipy.interpolate import interp1d +from dataclasses import dataclass +import numpy.typing as npt +from tqdm import tqdm + def _to_rad(angle): if isinstance(angle, (Quantity, Angle)): @@ -1079,3 +1087,327 @@ def event_probability(self) -> Iterable[float]: return self._cached_event_probability +class RandomEventDataFromContinuumInSCFrame(EmCDSEventDataInSCFrameInterface): + + """ + Generate unbinned events from a continuum photon flux spectrum in the + spacecraft frame. + + It involves four steps: + + 1. Compute counts information, see method `unpol_counts`; + + 2. Compute inverse CDF, see method `construct_inverse_cdf`; + + 3. Sample incident photon energies, see method `incident_photons`; + + 4. Simulate sampled incident photons, see method `simulate_events`. + + Parameters + ---------- + irf: FarFieldInstrumentResponseFunctionInterface + Must handle PhotonWithDirectionAndEnergyInSCFrameInterface + spectrum : astromodels.functions.function.Function1D + The input spectrum must be differential photon spectrum. + direction : astropy.coordinates.SkyCoord + The location of the point source. + duration : astropy.units.Quantity + The duration of the point source. + energy_min, energy_max : astropy.units.Quantity + The energy range of simulation. + energy_grid_number : int, optional + The number of energy grids to compute the counts information. + More grids will give more accurate count estimates. + rng : numpy.random.Generator, optional + The random generator to Poisson the total indicent photons. + + """ + + def __init__( + self, + irf: FarFieldInstrumentResponseFunctionInterface, + spectrum: Function1D, + direction: SkyCoord, + duration: Quantity, + energy_min: Quantity, + energy_max: Quantity, + energy_grid_number: int = 1_000_000, + rng: np.random.Generator | None = None, + ): + + self.unpolarized_irf = irf + + self.spectrum = spectrum + + self.rng = np.random.default_rng() if rng is None else rng + + if not energy_min < energy_max: + raise ValueError("energy_max must be greater than energy_min!") + + # unify energy unit to keV + self.energy_min: Quantity = energy_min.to(u.keV) + self.energy_max: Quantity = energy_max.to(u.keV) + + self.energy_grid_number = energy_grid_number + + # unify duration unit to second + # self.duration_s: np.float64 = duration.to_value(u.s) + self.duration_s: Quantity = duration.to(u.s) + + # get source longitude and latitude + direction = direction.transform_to('spacecraftframe') + self.source_direction_lon_rad: np.float64 = direction.lon.rad + self.source_direction_lat_rad: np.float64 = direction.lat.rad + + + @cached_property + def energy_grid(self) -> Quantity: + """Energy grid spanning [energy_min, energy_max] with unit keV.""" + return np.linspace(self.energy_min, self.energy_max, self.energy_grid_number) + + @cached_property + def unpolarized_aeff(self) -> Quantity: + + r""" + Compute the unpolarized effective area on the energy grid. + + This method queries the instrument response for the unpolarized + effective area $A_{\rm eff}(E)$ at each grid energy. + + Returns + ------- + effective_area : astropy.units.Quantity + Unpolarized effective area evaluated on `self.energy_grid`. + The returned array has shape `(energy_grid_number,)` and unit ${\text cm}^2$. + """ + + + # get unpolarized photon at each energy grid + unpolarized_photon = PhotonWithDirectionAndEnergyInSCFrame( + self.source_direction_lon_rad, + self.source_direction_lat_rad, + self.energy_grid.value, + ) + + aeff_cm2 = np.asarray( + self.unpolarized_irf.effective_area_cm2(unpolarized_photon) + ) + + return aeff_cm2 * (u.cm**2) + + @dataclass(frozen=True) + class UnpolCountsSummary: + """ + The container to store three important values: + - rate density (ph/s/keV) + - rate (ph/s) + - total expected counts: (ph) + + """ + rate_density: Quantity + rate: Quantity + total_expected_counts: Quantity + + @cached_property + def unpol_counts(self) -> UnpolCountsSummary: + + r""" + Sample the total number of detected photons from a continuum source. + + Model the detected continuum photon as a Poisson process. The detected + rate density is the source differential photon spectrum convolved with + the effective area. + + Notes + ----- + - $S(E)$ is the differential photon flux spectrum. + - $w(E) \equiv S(E)\,A_{\mathrm{eff}}(E)$ + - Units: $[w(E)] = \dfrac{\mathrm{ph}}{\mathrm{s}\times \mathrm{keV}}$ + + Integrated detected photon rate + + $$I_0 = \int_{E_{\mathrm{min}}}^{E_{\mathrm{max}}} w(E)\,\mathrm{d}E,$$ + + with units + + $$[I_0] = \dfrac{\mathrm{ph}}{\mathrm{s}}.$$ + + Expected detected counts and Poisson sampling + + For an exposure time $T$, the expected detected counts are + + $$\mu = T\,I_0,$$ + + and the realized detected counts are sampled as + + $$N \sim \mathrm{Poisson}(\mu).$$ + + Numerical integration (trapezoids) + + In practice, $S(E)$ may not be analytical, and $A_{\mathrm{eff}}(E)$ is + usually not analytical either. Therefore we compute $I_0$ numerically on + a fine energy grid using the trapezoidal rule. + + - Choose an energy grid $E_j \in [E_{\mathrm{min}}, E_{\mathrm{max}}]$ + - Evaluate $S(E_j)$ and $A_{\mathrm{eff}}(E_j)$ and form + $w(E_j)=S(E_j)A_{\mathrm{eff}}(E_j)$ + - Approximate the integral with trapezoids: + $$I_0 \approx \mathrm{trapz}\bigl(w(E_j), E_j\bigr).$$ + + Returns + ------- + N : astropy.units.Quantity + Realized total detected counts sampled from the Poisson process. + This is a scalar count, optionally tagged with ``u.ph``. + + """ + + # find the differential flux at each energy grid + s: Quantity = self.spectrum(self.energy_grid.value) * u.ph / u.cm**2 / u.s / u.keV + + # find the photon rate density (ph/s/keV) + w: Quantity = s * self.unpolarized_aeff + + # find the photon rate (ph/s) + I_0: Quantity = trapezoid(w, self.energy_grid) + + # get the expected total counts (ph) and poisson it + mu: Quantity = I_0 * self.duration_s + # here transform mu to dimensionless expected counts + # before poissoning it. + unpolarized_expected_counts: Quantity = poisson(mu.to_value(u.ph)).rvs() * u.ph + + return RandomEventDataFromContinuumInSCFrame.UnpolCountsSummary( + rate_density=w, + rate=I_0, + total_expected_counts=unpolarized_expected_counts + ) + + def construct_inverse_cdf(self) -> interp1d: + + r""" + Construct an inverse-CDF interpolator for sampling photon energies. + + Compute the normalized CDF from $w(E)=S(E)A_{\mathrm{eff}}(E)$ using cumulative + trapezoids and normalize by $I_0$: + + $$\mathrm{CDF}(E) = \frac{\int_{E_{\mathrm{min}}}^{E} w(E'),\mathrm{d}E'}{I_0}.$$ + + Returns + ------- + inverse_cdf : scipy.interpolate.interp1d + The inverse CDF that can be used to map u ~ Unif(0,1) to energies. + + """ + + # get counts rate density as array + w_val: npt.NDArray[np.float64] = self.unpol_counts.rate_density.value + + # get enegyr grid as array + E_val: npt.NDArray[np.float64] = self.energy_grid.value + + cdf_raw: npt.NDArray[np.float64] = cumulative_trapezoid( + x=E_val, + y=w_val, + initial=0) + + # normalize cdf + I0_val = self.unpol_counts.rate.value + cdf: npt.NDArray[np.float64] = cdf_raw / I0_val + + # quality check + if not np.all(np.diff(cdf)>0): + raise ValueError("CDF is not strictly increasing (plateau or decrease).") + + if not np.allclose(cdf[-1], 1.0, rtol=0.0, atol=1e-5): + raise ValueError(f"CDF[-1]={cdf[-1]} deviates from 1 beyond tolerance (1e-5).") + + + inverse_cdf = interp1d( + x=cdf, + y=self.energy_grid.value, + kind="linear", + ) + + return inverse_cdf + + @cached_property + def incident_photons(self) -> tuple[Quantity, npt.NDArray[np.float64]]: + + """ + Sample detected photon energies using inverse-CDF sampling. + + Returns + ------- + E_i_unique : astropy.units.Quantity + Sorted unique sampled energies (keV). + counts : numpy.ndarray + Number of each sampled energy. + """ + + inverse_cdf: interp1d = self.construct_inverse_cdf() + + # get a uniform distribution from [0,1) + # u ~ Unif(0,1) + uniform = self.rng.random( + int(self.unpol_counts.total_expected_counts.value), + ) + + E_i: Quantity = inverse_cdf(uniform) * u.keV + + E_i_unique, counts = np.unique(E_i.value, return_counts = True) + + return E_i_unique * u.keV, counts + + def simulate_events(self): + + """ + Generate detected events by passing sampled photons. + """ + + self._events = [] + + E_unique, counts = self.incident_photons + + pbar = tqdm(enumerate(E_unique), total=len(E_unique)) + for idx, energy in pbar: + pbar.set_description_str(f"Simulating energy {energy:<9.3f}") + + unpolarized_photon = PhotonWithDirectionAndEnergyInSCFrame( + self.source_direction_lon_rad, + self.source_direction_lat_rad, + energy.value, + ) + + unpolarized_photons = self.unpolarized_irf.photon_list_type.from_photon( + unpolarized_photon, + repeat = counts[idx] + ) + + unpolarized_events = iter(self.unpolarized_irf.random_events(unpolarized_photons)) + + nthrown_unpolarized = 0 + + while nthrown_unpolarized < counts[idx]: + + # Unpolarized component + if nthrown_unpolarized < counts[idx]: + self._events.append(next(unpolarized_events)) + nthrown_unpolarized += 1 + + return + + def __iter__(self) -> Iterator[EmCDSEventInSCFrameInterface]: + + """ + Iterate over realized events stored in `self._events`. + """ + yield from self._events + + + @property + def nevents(self) -> int: + """ + Return the number of realized events stored in `self._events`. + """ + return len(self._events) \ No newline at end of file diff --git a/docs/tutorials/source_injector/Unbinned_Source_Injector.ipynb b/docs/tutorials/source_injector/Unbinned_Source_Injector.ipynb new file mode 100644 index 000000000..843cb4e0b --- /dev/null +++ b/docs/tutorials/source_injector/Unbinned_Source_Injector.ipynb @@ -0,0 +1,599 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "4d439d6a-3158-4680-bd5d-0a8d57247226", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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+       "                  available                                                                                        \n",
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+       "                  software installed and configured?                                                               \n",
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         WARNING   Env. variable MKL_NUM_THREADS is not set. Please set it to 1 for optimal         __init__.py:335\n",
+       "                  performances in 3ML                                                                              \n",
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         WARNING   Env. variable NUMEXPR_NUM_THREADS is not set. Please set it to 1 for optimal     __init__.py:335\n",
+       "                  performances in 3ML                                                                              \n",
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astropy.units as u\n", + "from astropy.coordinates import SkyCoord\n", + "from scoords import SpacecraftFrame\n", + "\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "id": "5779f674-0d17-4e71-90a0-606504689e87", + "metadata": {}, + "source": [ + "# Define a point source" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "b308f8dd-043b-4895-b712-75139bda4257", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# define spectrum\n", + "index = -2.2\n", + "K = 0.3 / u.cm / u.cm / u.s / u.keV\n", + "piv = 100 * u.keV\n", + "spectrum = Powerlaw()\n", + "spectrum.index.value = index\n", + "spectrum.K.value = K.value\n", + "spectrum.piv.value = piv.value \n", + "spectrum.K.unit = K.unit\n", + "spectrum.piv.unit = piv.unit\n", + "\n", + "# define energy range to simulate\n", + "energy_min = 100 * u.keV\n", + "energy_max = 10000 * u.keV\n", + "\n", + "# define source diretion\n", + "direction = SkyCoord(lon = 0, lat = 60, unit = 'deg', frame = SpacecraftFrame())\n", + "\n", + "# define source duration\n", + "duration = 10*u.s" + ] + }, + { + "cell_type": "markdown", + "id": "7ea88ef9-18ac-457d-a32a-eb4dbcfaf593", + "metadata": {}, + "source": [ + "# Simulate events" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e8ba91d2-fd30-4da7-9024-100315c57ea0", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# define unpolarized response\n", + "irf_unpol = UnpolarizedIdealComptonIRF.cosi_like()\n", + "\n", + "# initialize the simulation\n", + "data = RandomEventDataFromContinuumInSCFrame(\n", + " irf=irf_unpol,\n", + " spectrum=spectrum,\n", + " direction=direction,\n", + " duration=duration,\n", + " energy_max=energy_max,\n", + " energy_min=energy_min,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "58803670-44fa-44eb-8fa5-62b506b5466d", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/latex": [ + "$4528 \\; \\mathrm{ph}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# You can check the number of photons detected\n", + "data.unpol_counts.total_expected_counts" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "56d5dc09-b818-4919-9fa2-50b8223432c4", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Simulating energy 8889.839 keV: 100%|██████████| 4528/4528 [05:44<00:00, 13.15it/s]\n" + ] + } + ], + "source": [ + "# Start simulation\n", + "data.simulate_events()" + ] + }, + { + "cell_type": "markdown", + "id": "798c69f2-63dc-4152-b497-b4338a69bbc5", + "metadata": {}, + "source": [ + "# Make some plots" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0e6beaf6-7e7d-45b9-8317-bb136025af37", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "measured_energy = data.energy\n", + "phi = data.scattering_angle\n", + "psichi = data.scattered_direction_sc" + ] + }, + { + "cell_type": "markdown", + "id": "e35b1166-33ce-4666-b1a9-605a1e3babc5", + "metadata": {}, + "source": [ + "## Plot effective area as a function of energy" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "89cc071c-4e88-4a45-94b7-2ec5fa0972cb", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(8,8), sharex=False, nrows=1) ##sharex=True\n", + "\n", + "energy_grid = data.energy_grid\n", + "\n", + "ax.plot(data.energy_grid, data.unpolarized_aeff, color=\"black\")\n", + "ax.set_xlabel(\"Energy [keV]\")\n", + "ax.set_ylabel(r\"Effective area [$cm^2$]\")\n", + "ax.set_xscale(\"log\")\n", + "ax.set_yscale(\"log\")\n", + "\n", + "\n", + "plt.title(\"Effective area\")\n", + "plt.tick_params(axis=\"both\", which=\"both\", labelleft=True, labelright=False, labelbottom=True, labeltop=False, labelsize = 15)\n", + "\n", + "plt.xticks(fontsize=15)\n", + "plt.yticks(fontsize=15);\n" + ] + }, + { + "cell_type": "markdown", + "id": "faf27e85-a17c-4726-82ba-5f8dd1ffb3ea", + "metadata": {}, + "source": [ + "## Plot measured count spectrum" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "7a3cb23a-b645-49e4-8a0b-264240db6b54", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "''" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# We can plot a histogram of the count spectrum\n", + "# However, this only returns a binned plot although\n", + "# the data itself is unbinned\n", + "\n", + "plt.hist(measured_energy.value)\n", + "plt.xlabel(\"Energy [keV]\")\n", + "plt.yscale(\"log\")\n", + "plt.ylabel(\"Counts\")\n", + ";" + ] + }, + { + "cell_type": "markdown", + "id": "b8eb9013-b773-489f-8dd9-c3ea7ceb8263", + "metadata": {}, + "source": [ + "## Plot Empirical Cumulative Distribution Function (ECDF)" + ] + }, + { + "cell_type": "markdown", + "id": "4022951f-d6ba-465f-813d-50734333ab73", + "metadata": {}, + "source": [ + "We can use ECDF as an alternative way to visualize the distribution of unbinned event energies.\n", + "\n", + "Empirical CDF is computed from observed events. It’s a step function that jumps by $\\dfrac{1}{N}$ at each observation (or at each unique value, if there are repeats). \n", + "\n", + "It shows the cumulative fraction of events below a value:\n", + "\n", + "$\\hat{F}(x)=\\frac{1}{N} \\sum_{i=1}^N \\mathbf{1}\\left(E_i \\leq x\\right)$" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "6b490969-eaf8-4e55-9dbc-664dc95add4f", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.stats import ecdf\n", + "\n", + "res = ecdf(measured_energy.value) \n", + "x = res.cdf.quantiles\n", + "y = res.cdf.probabilities\n", + "\n", + "fig, ax = plt.subplots()\n", + "ax.step(x, y, where=\"post\")\n", + "ax.set_xlabel(\"Measured energy (keV)\")\n", + "ax.set_ylabel(\"ECDF\")\n", + "ax.set_ylim(0, 1)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "c8629611-6f1a-41f8-a165-e4861387cf6e", + "metadata": {}, + "source": [ + "## Plot PsiChi distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "d4d3070e-e536-4ca5-b696-1e82b4d70db5", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(12,8), sharex=False, nrows=1)\n", + "\n", + "ax.set_axis_off() # Replace corner plot with axis suitable for spherical data\n", + "sph_ax = fig.add_subplot(projection = 'mollview')\n", + "\n", + "sc = sph_ax.scatter(psichi.lon.deg, psichi.lat.deg, transform = sph_ax.get_transform('world'), c = phi.to_value('deg'), cmap = 'inferno',\n", + " s = 2, vmin = 0, vmax = 180)\n", + "sph_ax.scatter(direction.lon.deg, direction.lat.deg, transform = sph_ax.get_transform('world'), marker = 'x', s = 100, c = 'red')\n", + "fig.colorbar(sc, orientation=\"horizontal\", fraction = .05, label = \"phi [deg]\")\n", + "\n", + "sph_ax.set_title(\"Compton Data Space in PsiChi view\");" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "773e812a-040c-4ec4-8c44-f2db9887b154", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "unbinned_source_injector", + "language": "python", + "name": "unbinned_source_injector" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}