{
"cells": [
{
"cell_type": "markdown",
"id": "54329e0c-b926-45f1-bd4a-f6a1c6e68d52",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"source": [
"# Parallel TS Map computation"
]
},
{
"cell_type": "markdown",
"id": "0ead2b89-59f2-49dd-ae7b-30068d9ba290",
"metadata": {},
"source": [
"## Fast flux and TS Map calculation"
]
},
{
"cell_type": "markdown",
"id": "b39635ea-ab7c-488e-b09f-26730d79024e",
"metadata": {
"tags": []
},
"source": [
"### Possion distribution"
]
},
{
"cell_type": "markdown",
"id": "76e69ae4-f016-4f4d-a9af-db88ca8b184e",
"metadata": {},
"source": [
"A discrete random variable $X$ is said to have Poisson distribution, with parameter $\\lambda>0$:\n",
"$$\n",
"f(k;\\lambda)=\\text{Pr}(X=k)=\\frac{\\lambda^ke^{-\\lambda}}{k!},\n",
"$$\n",
"where:\n",
"- $k$ is the number of occurrences ($k=0,1,2,...$)\n",
"- $e$ is the Euler's number\n",
"- $\\lambda$ is equal to the expectation and variance of $X$: $\\lambda=\\text{E}(X)=\\text{Var}(X)$"
]
},
{
"cell_type": "markdown",
"id": "0a2f765f-79b2-4f9d-88a4-5b6d9c42e9be",
"metadata": {
"tags": []
},
"source": [
"### Maximum Poisson log-likelihood ratio test statistic (TS)"
]
},
{
"cell_type": "markdown",
"id": "4c74dc69-dae9-43b7-9bbc-b7b5bc7677e0",
"metadata": {},
"source": [
"Here, we will examine two contradictory hypotheses:\n",
"- There are source photons emitted from a sky location (pixel) with likelihood $L(f)$, where $f$ is the source flux.\n",
"- There are only background photons emitted from a sky location (pixel) with likelihood $L(0)$, where $f=0$ since no source is present."
]
},
{
"cell_type": "markdown",
"id": "ea18a011-38f3-409f-a1b0-49ad666ee6c7",
"metadata": {},
"source": [
"The log-likelihood ratio test statistic is defined as:\n",
"$$\n",
"L L R(f)=2 \\log \\frac{L(f)}{L(0)}=2 \\sum_{i=1}^N \\log \\frac{P\\left(b_i+e_i f, d_i\\right)}{P\\left(b_i, d_i\\right)}\n",
"$$\n",
"$$\n",
"T S=\\max L L R(f)=L L R(F)\n",
"$$\n"
]
},
{
"cell_type": "markdown",
"id": "19a5f5b2-8a25-461b-8380-cfd1af01940a",
"metadata": {},
"source": [
"- $P(\\lambda, n)$ is the Poisson probability for n photons with mean $\\lambda$ (also called expectation)\n",
" - $\\lambda=b_i+e_i f$\n",
" - $b_i$ is the background counts\n",
" - $e_i$ is the expected excess per flux unit obtained from the detector response and source model (spectrum and location)\n",
" - $f$ is the free parameter representing the flux from the source\n",
" - $d_i$ is the measured count data, including both source and background photons\n",
" - $F$ is the best estimated flux norm that maximizes $L L R(f)$"
]
},
{
"cell_type": "markdown",
"id": "98b7b13f-992f-40e1-9fcf-d05cd2a10b49",
"metadata": {},
"source": [
"One good news is that $L L R(f)$ has analytic derivatives at all orders. What's more, the second-order derivative is always negative. Therefore, $L L R(f)$ has only one maximum, which can be solved by Newton-Raphson's method.\n",
"$$\n",
"L L R^{\\prime}(f)=2 \\sum\\left(d_i \\frac{e_i}{b_i+e_i f}-e_i\\right)\n",
"$$\n",
"$$\n",
"L L R^{\\prime \\prime}(f)=-2 \\sum\\left(d_i \\frac{e_i^2}{\\left(b_i+e_i f\\right)^2}\\right)\n",
"$$"
]
},
{
"cell_type": "markdown",
"id": "4e1443e2-dfd9-47fd-a9db-1956b78ce33f",
"metadata": {
"tags": []
},
"source": [
"### Parallel Computation"
]
},
{
"cell_type": "markdown",
"id": "bc922c16-5e70-44b6-9da6-e6afadb0ae14",
"metadata": {},
"source": [
"The way we generate a TS map is to iterate through all pixels in an all-sky map. Although this generally works, it needs a tremendous amount of time when we want an all-sky map with a good resolution (3072 pixels or higher). A solution to speed it up is implementing parallel computation in our method. The idea is very simple: **The computation of pixels is independent of each other. Thus, we can perform the computations together, depending on the number of available CPU cores per user.**"
]
},
{
"cell_type": "markdown",
"id": "9954578b-7d9f-43fc-9ad4-02a20d1e36ac",
"metadata": {},
"source": [
"Here let me describe the steps in the computation for a single pixel:"
]
},
{
"cell_type": "markdown",
"id": "0f887e07-6590-4814-9dc6-7ceb1c581393",
"metadata": {},
"source": [
"#### Step 1: Data Preparation"
]
},
{
"cell_type": "markdown",
"id": "53d7afaa-e1af-47e2-a10b-f538d095708e",
"metadata": {},
"source": [
"We need several data files to perform the TS map calculation\n",
"- Measured (observational) data in *hd5f* format (in this case, the measured data is simulated)\n",
"- Background model in *hd5f* format\n",
"- Response in *h5* format (we have both detector and galactic responses)\n",
"- Orientation file in *ori* format (needed when using detector response)\n",
" \n",
"With those files, we can then:\n",
"\n",
"- Read all the data files\n",
"- Generate a null all-sky map with a customized number of pixels\n",
"- Choose a pixel from the all-sky map\n",
"- Convolve the response with the pixel coordinate and spectrum to get the expected excess per flux unit $e_i$"
]
},
{
"cell_type": "markdown",
"id": "a039e477-d5ad-4c35-b0a6-6b51b19a5f2d",
"metadata": {},
"source": [
"#### Step 2: Data Projection\n",
"The data themselves have multiple axes. However, we only need Compton data space in a specific energy range. So, we will process the data to obtain the portion needed for the TS map.\n",
"- Slice the energy range we want\n",
"- Project to Compton data space (CDS).\n",
"\n",
" CDS is a 3D data space (Compton scattering angle, Psi, and Chi); here, I use a 2D slice (PsiChi) to represent CDS in the image below."
]
},
{
"cell_type": "markdown",
"id": "aa0e9b71-7ac2-44db-a791-9f5e59c6ad6c",
"metadata": {},
"source": [
"#### Steps 3: Newton-Raphson's Method\n",
"With the data we obtained from Step 2, we can construct the log-likelihood ratio function and find its global maximum. The returned maximum will be feedback to the pixel we picked as the TS value or the flux norm. At this point, the calculation of a pixel is completed."
]
},
{
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}
},
"cell_type": "markdown",
"id": "71c3a35c-b75c-417f-9beb-d563de5a696f",
"metadata": {},
"source": [
""
]
},
{
"cell_type": "markdown",
"id": "69c142ef-ea14-44bc-8ae5-5907ee3b30ff",
"metadata": {},
"source": [
"## Importing modules"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "9485f7bb-ca6e-440e-8d2d-4b4f29d32781",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"# import necessary modules\n",
"from threeML import Powerlaw\n",
"from cosipy import FastTSMap, SpacecraftFile\n",
"from cosipy.response import FullDetectorResponse\n",
"import astropy.units as u\n",
"from histpy import Histogram\n",
"from astropy.time import Time\n",
"import numpy as np\n",
"from astropy.coordinates import SkyCoord\n",
"from pathlib import Path\n",
"from mhealpy import HealpixMap\n",
"from matplotlib import pyplot as plt\n",
"import gc\n",
"from cosipy.util import fetch_wasabi_file\n",
"import shutil\n",
"import os"
]
},
{
"cell_type": "markdown",
"id": "91a91fd4-0ae9-46d0-b939-fa51cb18df34",
"metadata": {},
"source": [
"## Example 1: Fit the GRB using the Compton Data Space (CDS) in local coordinates (Spacecraft frame)"
]
},
{
"cell_type": "markdown",
"id": "4ab70a73-c526-4f63-bcee-54fc17cab95d",
"metadata": {},
"source": [
"### Download data"
]
},
{
"cell_type": "markdown",
"id": "f7bbfc30-ec3e-42b6-8b89-ff6ecb0187f2",
"metadata": {},
"source": [
"The cells below contain the commands to download the data files needed for the GRB TS map fitting. \n",
"\n",
"The files will be downloaded to the same directory as this notebook."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "86653160-3c45-4780-a3c3-7975828688f8",
"metadata": {},
"outputs": [],
"source": [
"data_dir = Path(\"\") # Current directory by default. Modify if you want a different path"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "8f6db734-409b-49c4-8f57-5afaef1853ac",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"GRB_signal_path = data_dir/\"grb_binned_data.hdf5\"\n",
"\n",
"# download GRB signal file ~76.90 KB\n",
"if not GRB_signal_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/cosipy_tutorials/grb_spectral_fit_local_frame/grb_binned_data.hdf5\", GRB_signal_path)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "0743ac61-e2e4-450e-be69-51cb4a30950d",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"background_path = data_dir/\"bkg_binned_data_local.hdf5\"\n",
"\n",
"# download background file ~255.97 MB\n",
"if not background_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/cosipy_tutorials/ts_maps/bkg_binned_data_local.hdf5\", background_path)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "ccbf7f92-4c07-4f98-94c5-365ead967dc0",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"orientation_path = data_dir/\"20280301_3_month.ori\"\n",
"\n",
"# download orientation file ~684.38 MB\n",
"if not orientation_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/DC2/Data/Orientation/20280301_3_month.ori\", orientation_path)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "5cf6c384-5551-4f8d-b34f-745d1f3ec7ea",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"zipped_response_path = data_dir/\"SMEXv12.Continuum.HEALPixO3_10bins_log_flat.binnedimaging.imagingresponse.nonsparse_nside8.area.good_chunks_unzip.h5.zip\"\n",
"response_path = data_dir/\"SMEXv12.Continuum.HEALPixO3_10bins_log_flat.binnedimaging.imagingresponse.nonsparse_nside8.area.good_chunks_unzip.h5\"\n",
"\n",
"# download response file ~839.62 MB\n",
"if not response_path.exists():\n",
" \n",
" fetch_wasabi_file(\"COSI-SMEX/DC2/Responses/SMEXv12.Continuum.HEALPixO3_10bins_log_flat.binnedimaging.imagingresponse.nonsparse_nside8.area.good_chunks_unzip.h5.zip\", zipped_response_path)\n",
"\n",
" # unzip the response file\n",
" shutil.unpack_archive(zipped_response_path)\n",
" \n",
" # delete the zipped response to save space\n",
" os.remove(zipped_response_path)"
]
},
{
"cell_type": "markdown",
"id": "f53e01e8-b00d-49bd-8be2-1acd592df5af",
"metadata": {},
"source": [
"### Define a powerlaw spectrum"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "f8b24951-eee1-421d-b72c-e457b64e9402",
"metadata": {},
"outputs": [],
"source": [
"index = -2.2\n",
"K = 10 / 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"
]
},
{
"cell_type": "markdown",
"id": "2390232e-5879-43a7-83d4-6e2d9cd97881",
"metadata": {},
"source": [
"### Read the data"
]
},
{
"cell_type": "markdown",
"id": "d8e59409-b6f8-4864-a87e-7fd02a9d6a9f",
"metadata": {},
"source": [
"#### Read the GRB signal, background component and assemble the data"
]
},
{
"cell_type": "markdown",
"id": "ba0fe2e4-b532-4d44-bc3c-ba5d61b9e689",
"metadata": {},
"source": [
"We will read the GRB signal and extract the background component from the simulated 3-month background. After that, we can assemble the GRB signal and background to get the observed data."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "6b4e8302-80cc-4ce8-8a80-3e476400239c",
"metadata": {},
"outputs": [],
"source": [
"# Read the GRB signal\n",
"signal = Histogram.open(GRB_signal_path)\n",
"\n",
"# get the starting and ending time tag of the GRB\n",
"grb_tmin = signal.axes[\"Time\"].edges.min()\n",
"grb_tmax = signal.axes[\"Time\"].edges.max()\n",
"\n",
"# project to three axes: measure energy(Em), scattering direction(PsiChi) and Compton scattering angle (Phi)\n",
"signal = signal.project(['Em', 'PsiChi', 'Phi'])"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "01672216-1a91-47ff-ba7a-6e4f12370e78",
"metadata": {},
"outputs": [],
"source": [
"# load the background file\n",
"bkg_full = Histogram.open(background_path)\n",
"\n",
"# Extract 40s background from the 3-month one\n",
"bkg_tmin_idx = np.where(bkg_full.axes['Time'].edges.value == grb_tmin.value)[0][0] # the time idx corresponding to the tima tag\n",
"bkg_tmax_idx = np.where(bkg_full.axes[\"Time\"].edges.value == grb_tmax.value)[0][0]\n",
"bkg = bkg_full.slice[bkg_tmin_idx:bkg_tmax_idx,:] # It slices the Time axis\n",
"\n",
"# project to three axes: measure energy(Em), scattering direction(PsiChi) and Compton scattering angle (Phi)\n",
"bkg = bkg.project(['Em', 'PsiChi', 'Phi'])"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "ced2bb37-ced1-492e-a6c3-4ec38c34cf2e",
"metadata": {},
"outputs": [],
"source": [
"# assemble the data\n",
"data = bkg + signal"
]
},
{
"cell_type": "markdown",
"id": "2fbc67e7-170a-4c50-bbf7-25e2a8941c19",
"metadata": {},
"source": [
"#### Read the background model"
]
},
{
"cell_type": "markdown",
"id": "682a893d-6f1d-4a27-a74d-3c1289738092",
"metadata": {},
"source": [
"Since we don't have a tool to estimate the background counts during a burst yet, here we average the full 3-month background down to the duraion of the burst (40s) to ensure good statistics."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "f8b4e218-30c8-455b-8220-8a1000dca8ba",
"metadata": {},
"outputs": [],
"source": [
"# calculate the duration of the background\n",
"bkg_full_duration = (bkg_full.axes['Time'].edges.max() - bkg_full.axes['Time'].edges.min())\n",
"\n",
"# average the background model down to 40s\n",
"bkg_model = bkg_full/(bkg_full_duration/40)\n",
"\n",
"# project to three axes: measure energy(Em), scattering direction(PsiChi) and Compton scattering angle (Phi)\n",
"bkg_model = bkg_model.project(['Em', 'PsiChi', 'Phi'])"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "1aa33727-7d30-4c9e-83a8-654c6f8ecaf8",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0, 0.5, 'Counts')"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# plot the counts distribution\n",
"ax,plot = bkg.project(\"Em\").draw(label = \"background component\", color = \"purple\")\n",
"data.project(\"Em\").draw(ax, label = \"data(GRB+bkg)\", color = \"green\")\n",
"signal.project(\"Em\").draw(ax, label = \"GRB signal\", color = \"pink\")\n",
"bkg_model.project(\"Em\").draw(ax, label = \"background model\", color = \"blue\")\n",
"\n",
"ax.legend()\n",
"ax.set_xscale(\"log\")\n",
"ax.set_yscale(\"log\")\n",
"ax.set_ylabel(\"Counts\")"
]
},
{
"cell_type": "markdown",
"id": "2741ff6e-a653-4d89-86c8-27505a624311",
"metadata": {},
"source": [
"#### Read the orientation"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "aa47b873-81f1-4d23-9624-6f62871c857c",
"metadata": {},
"outputs": [],
"source": [
"# read the full oritation but only get the interval for the GRB\n",
"ori_full = SpacecraftFile.parse_from_file(orientation_path)\n",
"grb_ori = ori_full.source_interval(Time(grb_tmin, format = \"unix\"), Time(grb_tmax, format = \"unix\"))\n",
"\n",
"# clear redundant data from RAM\n",
"del bkg_full\n",
"del ori_full\n",
"_ = gc.collect()"
]
},
{
"cell_type": "markdown",
"id": "06acabfd-438a-4091-adda-82dc1a91cbfe",
"metadata": {},
"source": [
"### Start TS map fit"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "814399a6-2a79-4a8f-9ed8-55cc4da60058",
"metadata": {},
"outputs": [],
"source": [
"# here let's create a FastTSMap object for fitting the ts map in the following cells\n",
"ts = FastTSMap(data = data, bkg_model = bkg_model, orientation = grb_ori, \n",
" response_path = response_path, cds_frame = \"local\", scheme = \"RING\")"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "a45a9e06-edd7-4b4e-9b64-c65863789f34",
"metadata": {},
"outputs": [],
"source": [
"# get a list of hypothesis coordinates to fit. The models will be put on these locations for get the expected counts from the source spectrum.\n",
"# note that this nside is also the nside of the final TS map\n",
"hypothesis_coords = FastTSMap.get_hypothesis_coords(nside = 16)"
]
},
{
"cell_type": "markdown",
"id": "1a9166fa-c2f2-4a76-93a2-d29bade03075",
"metadata": {},
"source": [
"Below is the actual parallel fit:\n",
"- In default, the maximum number of cores it can use is `max_number-1`. You can also customize the number of cores you want to use by the `cpu_cores` parameter.\n",
"- energy channel is `[lower_channel, upper_channel]`. Lower channel is inclusive while the upper channel is exclusive\n",
"- This might take long in a personal computer"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "c3188898-ee3f-4100-b2da-340333f22756",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"You have total 56 CPU cores, using 55 CPU cores for parallel computation.\n",
"The time used for the parallel TS map computation is 1.896751336256663 minutes\n"
]
}
],
"source": [
"ts_results = ts.parallel_ts_fit(hypothesis_coords = hypothesis_coords, energy_channel = [2,3], spectrum = spectrum, ts_scheme = \"RING\", cpu_cores = 56)"
]
},
{
"cell_type": "markdown",
"id": "f7bfce3f-e64d-4b22-b74e-2a697ed6e5a3",
"metadata": {},
"source": [
"### Plot the fitted TS map"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "940d989a-5671-4de3-962c-e49556240c5f",
"metadata": {},
"outputs": [],
"source": [
"# This the true location of the GRB\n",
"coord = SkyCoord(l = 93, b = -53, unit = (u.deg, u.deg), frame = \"galactic\")"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "faa698a0-0ffa-4b1b-8b79-b66af1ff800f",
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
"ts.plot_ts(skycoord = coord, save_plot = True)"
]
},
{
"cell_type": "markdown",
"id": "0f514ed3-59d9-4d6c-9b4f-16e6dd920cae",
"metadata": {},
"source": [
"The image above plots the raw TS values, which is also an image of the GRB. However, for the purpose of localization, we are more interested in the confidence level of the imaged GRB. Thus, you can plot the 90% containment level of the GRB location by setting `containment` parameter to the percetage you want to plot. However, because the strength of the GRB signal is very very strong, the ts map looks the same under different containment levels."
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "e8538ead-8564-42ab-bb87-0f21c70c7abc",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ts.plot_ts(skycoord = coord, containment = 0.9, save_plot = True)"
]
},
{
"cell_type": "markdown",
"id": "fb168be4-3ab9-4238-bca0-9a9b3febcab5",
"metadata": {},
"source": [
"As you can see, the GRB region shrinks only to a single pixel. This is caused by the fact that the GRB signal is very very strong in this case. In the next section, we will manipulate the strength of the GRB signal to see how the front source signal affects the TS values and the 90% confidence region."
]
},
{
"cell_type": "markdown",
"id": "e5429c31-b3ac-487a-a1f6-deb0e6618218",
"metadata": {},
"source": [
"## Example 2: Fit a fainter GRB using the Compton Data Space (CDS) in local coordinates (Spacecraft frame)"
]
},
{
"cell_type": "markdown",
"id": "d4174017-8367-43a6-a8a6-466bf370a8af",
"metadata": {},
"source": [
"This example uses exactly the same data file as example 1, so I don't repeat the downloading scripts here."
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "c1b1ca06-618c-4531-9b98-ef9e5980042d",
"metadata": {},
"outputs": [],
"source": [
"scaling_factor = 0.02"
]
},
{
"cell_type": "markdown",
"id": "a6202ef3-3893-49ac-b44c-4c2899f62652",
"metadata": {},
"source": [
"Here we will set up a scaling factor to manipulate the strength of the signal to see the affects on the final TS map. Since all the steps are exactly the same execpt the scaling factor, I will put the main codes in a single cell for simplicity.\n",
"\n",
"**If you encounter any errors, please try to restart the notebook kernel or the whole session.**"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "75dc1b55-f422-424e-951e-bd266b53e594",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"# download data\n",
"\n",
"data_dir = Path(\"\") # Current directory by default. Modify if you want a different path\n",
"\n",
"GRB_signal_path = data_dir/\"grb_binned_data.hdf5\"\n",
"# download GRB signal file ~76.90 KB\n",
"if not GRB_signal_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/cosipy_tutorials/grb_spectral_fit_local_frame/grb_binned_data.hdf5\", GRB_signal_path)\n",
"\n",
"background_path = data_dir/\"bkg_binned_data_local.hdf5\"\n",
"# download background file ~255.97 MB\n",
"if not background_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/cosipy_tutorials/ts_maps/bkg_binned_data_local.hdf5\", background_path)\n",
"\n",
"orientation_path = data_dir/\"20280301_3_month.ori\"\n",
"# download orientation file ~684.38 MB\n",
"if not orientation_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/DC2/Data/Orientation/20280301_3_month.ori\", orientation_path)\n",
" \n",
"\n",
"zipped_response_path = data_dir/\"SMEXv12.Continuum.HEALPixO3_10bins_log_flat.binnedimaging.imagingresponse.nonsparse_nside8.area.good_chunks_unzip.h5.zip\"\n",
"response_path = data_dir/\"SMEXv12.Continuum.HEALPixO3_10bins_log_flat.binnedimaging.imagingresponse.nonsparse_nside8.area.good_chunks_unzip.h5\"\n",
"# download response file ~839.62 MB\n",
"if not response_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/DC2/Responses/SMEXv12.Continuum.HEALPixO3_10bins_log_flat.binnedimaging.imagingresponse.nonsparse_nside8.area.good_chunks_unzip.h5.zip\", zipped_response_path)\n",
" # unzip the response file\n",
" shutil.unpack_archive(zipped_response_path)\n",
" # delete the zipped response to save space\n",
" os.remove(zipped_response_path)"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "efea0798-053f-4294-a4fa-d4ac71875f18",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"You have total 56 CPU cores, using 55 CPU cores for parallel computation.\n",
"The time used for the parallel TS map computation is 1.9408295631408692 minutes\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# define a powerlaw spectrum\n",
"index = -2.2\n",
"K = 10 / 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",
"# Read the GRB signal\n",
"signal = Histogram.open(GRB_signal_path)\n",
"# get the starting and ending time tag of the GRB\n",
"grb_tmin = signal.axes[\"Time\"].edges.min()\n",
"grb_tmax = signal.axes[\"Time\"].edges.max()\n",
"# project to three axes: measure energy(Em), scattering direction(PsiChi) and Compton scattering angle (Phi)\n",
"signal = signal.project(['Em', 'PsiChi', 'Phi'])*scaling_factor\n",
"\n",
"# load the background file\n",
"bkg_full = Histogram.open(background_path)\n",
"# Extract 40s background from the 3-month one\n",
"bkg_tmin_idx = np.where(bkg_full.axes['Time'].edges.value == grb_tmin.value)[0][0] # the time idx corresponding to the tima tag\n",
"bkg_tmax_idx = np.where(bkg_full.axes[\"Time\"].edges.value == grb_tmax.value)[0][0]\n",
"bkg = bkg_full.slice[bkg_tmin_idx:bkg_tmax_idx,:] # It slices the Time axis\n",
"# project to three axes: measure energy(Em), scattering direction(PsiChi) and Compton scattering angle (Phi)\n",
"bkg = bkg.project(['Em', 'PsiChi', 'Phi'])\n",
"\n",
"# assemble the data\n",
"data = bkg + signal\n",
"\n",
"# calculate the duration of the background\n",
"bkg_full_duration = (bkg_full.axes['Time'].edges.max() - bkg_full.axes['Time'].edges.min())\n",
"# average the background model down to 40s\n",
"bkg_model = bkg_full/(bkg_full_duration/40)\n",
"# project to three axes: measure energy(Em), scattering direction(PsiChi) and Compton scattering angle (Phi)\n",
"bkg_model = bkg_model.project(['Em', 'PsiChi', 'Phi'])\n",
"\n",
"# plot the counts distribution\n",
"ax,plot = bkg.project(\"Em\").draw(label = \"background component\", color = \"purple\")\n",
"data.project(\"Em\").draw(ax, label = \"data(GRB+bkg)\", color = \"green\")\n",
"signal.project(\"Em\").draw(ax, label = \"GRB signal\", color = \"pink\")\n",
"bkg_model.project(\"Em\").draw(ax, label = \"background model\", color = \"blue\")\n",
"ax.legend()\n",
"ax.set_xscale(\"log\")\n",
"ax.set_yscale(\"log\")\n",
"ax.set_ylabel(\"Counts\")\n",
"\n",
"# read the full oritation but only get the interval for the GRB\n",
"ori_full = SpacecraftFile.parse_from_file(orientation_path)\n",
"grb_ori = ori_full.source_interval(Time(grb_tmin, format = \"unix\"), Time(grb_tmax, format = \"unix\"))\n",
"\n",
"# clear redundant data from RAM\n",
"del bkg_full\n",
"del ori_full\n",
"_ = gc.collect()\n",
"\n",
"# here let's create a FastTSMap object for fitting the ts map in the following cells\n",
"ts = FastTSMap(data = data, bkg_model = bkg_model, orientation = grb_ori, \n",
" response_path = response_path, cds_frame = \"local\", scheme = \"RING\")\n",
"\n",
"# get a list of hypothesis coordinates to fit. The models will be put on these locations for get the expected counts from the source spectrum.\n",
"# note that this nside is also the nside of the final TS map\n",
"hypothesis_coords = FastTSMap.get_hypothesis_coords(nside = 16)\n",
"\n",
"ts_results = ts.parallel_ts_fit(hypothesis_coords = hypothesis_coords, energy_channel = [2,3], spectrum = spectrum, ts_scheme = \"RING\", cpu_cores = 56)"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "b4337b3e-d99d-4b91-b057-59eff911a5cf",
"metadata": {},
"outputs": [],
"source": [
"# This the true location of the GRB\n",
"coord = SkyCoord(l=93, b = -53, unit = (u.deg, u.deg), frame = \"galactic\")"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "f2d84b3b-fd4d-4e42-aaa8-113dd5cb4618",
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
"ts.plot_ts(skycoord = coord)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "8dcd6979-4e6c-400a-a4c1-05e406b6dabd",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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aR23MnTs3xo8fnzfeokWLejV5z+Vy8cUvfjHeeeedKuPz5s2L0aNHx1FHHVXQPDX1m/ja175W57Ude+yxcfrpp8fSpUurjN99993x85//vM7z1tWoUaPy1hLxeSGgQ4cOdZqzX79+sddee+WlLMaMGRMff/zxWnvAzJ07N2+sc+fOBV97vfXWq/L4008/Lei8iy++uErhq23btnHNNdcUfF0AgAaTAACN7rDDDksiIu/P/vvvX+qlrdNbb72VfO1rX0tatWqV+hpq+rPzzjsnd911V72vnzb3LbfcUuU5o0ePTnbeeeeC1zZgwIBk9OjRtVrHAQccUKvXv64/BxxwwDqv+dZbbyWXXHJJstNOOyW5XK7W12jdunVy6qmnJpMnT67Va01zyy23pF6jNjbddNO88y+55JIqz3nxxReTAw88sODX2K9fv+TOO++s12tL+95+85vfrPKcZ555Jtljjz0KWlMul0tOPvnkZPbs2Wu97kcffZScfPLJSYsWLQqad//990/efPPNer3WNO+//35y5plnJh07dqzV+6tv377JjTfemKxcubLO1y7kfbV06dLk8ssvT7p27VrQuioqKpKTTjopmTZtWsHrmDJlSlF/vtN+TxXb+PHjU6/bv3//es/9hz/8IXXus846q+A5+vXrlzrH1KlT67W2L37xiw0yb12cdNJJqWv561//Wq95L7/88jrNO2bMmLxzbrzxxoKvu9dee1U5t23btus859VXX837HVb99zoAQKnYJgsAGtkHH3wQjzzySOqxH/zgB428msJVVlbGZZddFgMGDIi//e1vsXz58lqd//LLL8eXv/zlOPTQQ2PatGkNssaVK1fGOeecEwMHDqzV3uavvvpqDBw4MHVv/HIxePDg2HbbbeOyyy6L8ePHR5IktZ5j2bJl8Yc//CG23nrruOqqqxpglcU1fPjw2GOPPeLxxx8v+JwpU6bE//zP/8Spp55apXFvMV122WWx3377pTZJTpMkSfzpT3+KvfbaK+/T9as89NBDMWDAgPjTn/6Uun1emieffDJ22WWXGD16dMFrX5vKysoYPnx4bL311vH73/++xjRETd5777047bTTYq+99op33323KGuq7t13341dd901Lr744oI/pV5ZWRm33HJLDBgwoFa/F5qamrYw2mijjeo9d+/evVPHn3jiiYLOnzZtWkyZMiVvfPPNN69x7kLVlHp56qmn6jVvXTz99NOp4wcccEC95q3ra+zSpUve2Pz58wu+bvXndu3adZ3nnHXWWVV+h/Xt27dWqUcAgIakGAIAjezee+9NvUnbo0ePOOyww0qwonVbsmRJHHPMMXHppZfWughS3SOPPBK777576nYu9bFixYo49thj47rrrqvzHBdffHFceumlxVtUEb399ttFm2vlypXxwx/+ML7xjW8UfOO9sX3nO9+JH//4x3Ve38033xwnn3xykVcVcc4558Sll15ap0LL22+/HYMGDYrZs2dXGb/99tvj6KOPzhsvxJIlS2LIkCExduzYWp+7pvnz58fhhx8eP/7xj2vVByLNCy+8ELvvvnvBxaJCvfHGG7HnnnvG66+/XqfzP/nkkzjooIPilVdeKeq6ykVN75+0G+K1VdNN8Lfeequg90tNRahdd921Xuta2xyNXfhasGBBTJ48OW+8e/fusfHGG9dr7p133jl1C7p1vca0LTcLLVRWVlbGe++9V2VsXdss3nbbbfHkk09WGfvtb38bbdu2LeiaAAANTc8QAGhkac1VIyKGDBkSLVq0aOTVrFtlZWUce+yxMWrUqBqf07Jly+jfv3/07t072rdvHx999FFMmDChxptz06ZNi4EDB8ZTTz0V22yzTVHWedppp8V9992XN96nT5/YfPPNo3v37rF06dKYOnVqvPzyyzXeZL/iiivi8MMPjz322KMo62oMvXv3jr59+8Z6660XXbp0iaVLl8a8efNiwoQJMXXq1BrPu/XWW2PTTTctu0TM5ZdfHr///e/zxnv06BFbb7119OjRI1auXBkzZsyIcePGxbJly1Ln+fOf/xxHHXVUHHfccUVZ13XXXZdabOvXr19svvnmseGGG8aCBQvi7bffjokTJ6bO8e6778Zpp50Wd911V0R8nu448cQT896P66+/fmy//fbRo0ePqKysjKlTp8aLL76Y+r5dtGhRnHzyyfHKK69Eq1atav265s+fH4MGDYrnnnuuxues+hnv2bNndO3aNebNmxcfffRRvPrqq6mFoTlz5sShhx4azz33XGy11Va1XlN106dPj0MPPTQv/dCiRYvo379/9OrVK7p06RJz5syJCRMmxPvvv586z7x582LYsGHxwgsvRMuW2fpfobqkxeprxYoV8cYbb6yzqPHaa6+ljm+33Xb1XkNNc9R0zYbyxhtvpH4PivEaO3bsGJtsskne+3pdhcFu3bpF796946OPPlo9Nm7cuIKu+eabb8aiRYuqjO288841Pn/BggV56dbDDjsshgwZUtD1AAAaRWl36QKA5qWysjLp3Llz6t7ft99+e6mXl2r48OE17oHftWvX5JprrklmzpyZd97y5cuTBx98MNl7771rPH+XXXZJli1bVqv1pM1Tfc/41q1bJ+eee26N/RQ++eST5JJLLknatm2bOt9OO+1U669TIX0m6mPzzTdfPe8mm2ySnHPOOcnDDz+c+rVf00cffZT86le/Su3PEf/tp/Cf//yn1utpqJ4hBx54YFJRUVFlfcOGDUtefPHFpLKyMm+O+fPnJ9dee23SpUuX1PX06tUrWbRoUa3Wlfa93GOPPZI2bdqsftyiRYvkzDPPTN54443UOd56663kqKOOqvG9/8QTTySzZs1KevToUWV80KBByeOPP56sWLEib85PPvkkOe+882rsKXL11VfX6nUmSZKsXLkyOfzww2tc5z777JPcfffdyYIFC1LPnzlzZvLb3/422WCDDVLP33333ZPly5cXvJ6a3lfVf8b79euX3HLLLcmcOXNS53nppZeSQYMG1fi6fvvb39bq61RTD5G6/Ow0lEceeSR1jYceemi9537ooYdq/Frecccd6zz/1FNPTT23vr00kiRJVqxYkdrDauutt6733LVx2223pb7GU045pSjz19QbZfr06Ws978tf/nKV5+dyueS9995b5/UuvvjivGtdf/31NT7//PPPz/t7eNKkSbV+nQAADUkxBAAa0dtvv13jDaVCbk40tldeeSVp3bp16noPOOCAghoSr1ixIrnssstqfN0XXXRRrdZU0zxr3gB7++23C5rrqaeeqrFJ9DPPPFOrdTV0MWTLLbdMjjjiiOTJJ5+s0/kLFy5MTjvttNTXutdee9V6voYqhqz5p2fPnsnzzz9f0FxvvfVW0rNnz9R5brvttlqtK+17ueafHj16JOPGjStorjPPPDN1jiFDhlRpttyyZctkxIgRBc3517/+NcnlcnlzbrbZZrV6nUmSJFdddVXq+jp16lTQTe5VZs+eney///6pc1188cUFz1PT+2rNP2eeeWaydOnSgub73ve+lzrHVlttVfCakqRpFEPGjRuXusYBAwbUe+6bb765xu/HlVdeuc7zBw4c2KBfv4033jhv7kKafRfTz3/+89TXWKzm4V//+tdT5x8zZsxaz0sr0px66qlrPefTTz9N1l9//SrntGzZssam9G+++WZeQerCCy+s82sFAGgoeoYAQCN68803U8c7duwYffr0aeTVrNs555yTugXR7rvvHg888ED06tVrnXO0aNEiLr744vjpT3+aenz48OF5+5LX1bbbbhvPPPNMbLHFFgU9f999943f/OY3qcduueWWoqypWEaPHh0PPPBA7LfffnU6v0OHDnHDDTfEd7/73bxjY8eOLXjrlMbSo0ePePbZZ2P33Xcv6PnbbLNN/OUvf0k9VszvZdeuXePJJ58suNfBtddeG1tvvXXe+H333RcjRoxY/fiOO+6Ib37zmwXNecIJJ8SwYcPyxt9999145plnCpojIuKDDz6ISy65JG98vfXWi2effTb+53/+p+C51l9//XjkkUdi3333zTv261//OubOnVvwXGvzgx/8IK6//vpo3bp1Qc//zW9+k7qmSZMm1epr1RRssskmqeNp2x3V1gsvvFDjsZkzZ67z/Jqe06NHjzqvaU1pfxctWbKkVs3C66sUr3Ft113ly1/+cmy44YZVxm6++ea44447Up+/bNmy+NrXvhZz5sypMn7MMcfU2Oz+7LPPrtJPbOONN46LLrporesCACgFxRAAaEQffvhh6njfvn0jl8s18mrW7vXXX48nnngib7x9+/bxj3/8Izp27Fir+S6//PI45JBD8sZXrlyZ2h+ittq0aRO33377Ohu8VnfKKaek3qz+17/+Ve81FdOmm25alHl+9atfpb7eP/zhD0WZvxhyuVyMGDEi+vXrV6vzBg4cGIMGDcobf+KJJ2Lp0qVFWdv1119fqx4YLVu2jB//+Md545WVlav7C5xxxhlx7LHH1modF198cer42nr7VPezn/0sFi9enDc+cuTI2GGHHWq1nojPfwb//ve/5zXs/uyzz+Lmm2+u9XzV7bvvvvGLX/yiVufkcrm46qqrUo+V2894fXXv3j21ELxixYrU3+W18dhjj9V4rKbeUIU8pxjN3SM+L+DV5roNoVxfY+vWreNnP/tZlbEkSeL444+Ps846K1555ZVYsmRJzJ49O+65557Ya6+98n6PtG3btsbeUiNHjoxHH320ytivf/3r6NChw7peEgBAo1MMAYBGNG3atNTxYn1ytJiuv/761PEf/ehHNX4CeV2uvfba1KbFf/rTn2LJkiV1mnOVU089NQYMGFDr83K5XHz961/PG//www8b9UZaY2nVqlWcf/75eeNPPfVUCVaT7ogjjojDDjusTueeeOKJeWPLly9fZ6PhQuy+++5x/PHH1/q8Y445psbG5u3atYuf//zntZ6zb9++sdtuu+WNjx8/vqDz58yZk5qk+epXvxoDBw6s9XpW2XjjjeM73/lO3ngxCp7XXHNNtGjRotbn7b333qlFgpdffrneayo3+++/f+r4TTfdVOc5H3vssXj77bdrPF5I6qemhEanTp3quqyC5pk3b15R5i9EOb/Gb3/72zF48OAqY0mSxPXXXx877bRTtGvXLrp16xZf+tKXUn8ufvnLX8a2226bN75o0aI477zzqox98YtfrFWqDACgMSmGAEAjWrBgQep4165dG3kla5ckSdx+++15423bto2zzz67zvNut912cdRRR+WNz549u96f0k7b/qlQBx10UOp4oTeWm5rDDz88b2zixImNuqXM2nzve9+r87kN+b0866yz6nTeeuutl3ojMSLia1/7Wp1//vfee++8sVdeeaWgc2+//fbUtExNiZPaSCuGTJkypV7b4e27774Fb02W5sADD8wby+LP9zHHHJM6fv/99691q6uaVFZWpm6ltqZCUlc1PafQ7c7WpU2bNrW6bkMo99c4cuTIOPjgg2t93csvvzzOOeec1GM/+9nPqiReW7ZsGdddd12trwEA0FgUQwCgEdWUfqjpJkepvPXWW6mf9j3yyCNr3KqjUGmf3I+IGDNmTJ3n3GabbQruE5Kmf//+qeMzZsyo85zlbKONNop27dpVGausrCyLT8p37Ngx9cZ1oXr37p1aXCjG97L6J6tro6ZiSH3m3G677fLGCn2dDzzwQN5Y//79a1xnbfTq1Su22WabvPFnn322znMeeeSR9VlS6s94Fn++jzzyyNRt3FauXBnDhg2rdcHzqquuiqeffnqtz1mzV0Rtn5OWFKyLmuYpZG3FUu6vsUOHDvHggw/GRRddFG3btl3n8zfZZJO48847a+z3NXny5LyeW2effXbq76VV5s6dGzfffHMcffTRseWWW0anTp2iY8eOsfnmm8eRRx4ZN910U16vEgCAYlIMAYBGtHLlytTxiory+it57NixqeNHHHFEvecePHhw6k2dmq5ZiH322ac+S4rOnTtH+/bt88Ybc4uVxtatW7e8sY8//rgEK6lqzz33rNNWSGtKazRc3+/lFltskdeEuDZqOnevvfYq6pwrVqxYZ7PsJElSt0VL67dSV2kpjlL+jKe9Jwr5WjU1FRUV8YMf/CD12JtvvhmHHHJIfPLJJwXNdfXVV8ePfvSjYi4vT7F6ZdU0z6q+PKVUTq+xTZs2ccUVV8SkSZPi6quvjoMOOij69OkTbdu2jc6dO8eWW24ZQ4cOjVtvvTUmTJgQQ4cOrXGuc845p0oqpWfPnnHppZfW+Pwbbrghtthiizj11FPj/vvvj8mTJ8fChQvjs88+i3fffTcefPDBOO2002LLLbeM//u//yv4NQEA1EZxPqYCABSkpk9jLlu2rJFXsnbjxo1LHd9pp53qPXfbtm1jm222yevhUNM1C9G3b996rurz/dir3xgtl22jajJz5sz497//Ha+++mq8+uqrMWXKlFiwYEEsWLAgFi5cGJWVlbWar5C9/xtasb6X1dX3e1nfdXXs2DFvrGXLltG7d++izhnxeeEnrbi3yttvvx0LFy7MGy9GKmSVtGLbmtvp1FZ9v/419VuYP3/+Wr9WTdHJJ58cI0eOTN168IUXXoitt946Lr300jjhhBNi/fXXr3K8srIynn766bj44ovzmq63bNkyVqxYkTdnISmDVq1apW7ntGLFihr76dRGTemIYm1RVYiaXkfa16wuivkaN9lkkzjvvPPy+n0U6t57781rsn7VVVdF586d855bWVkZp512Wtx8880FzT1nzpw488wzY/z48XHDDTcUrZgEABChGAIAjar61kSrfPbZZ428krWbPn163ljLli3Xuv1Fbey44455xZDPPvssFixYUKdms8XouZJ2Q6++Td0byj/+8Y+4+eab49///nfRbrRFlEcxpFy/l/VdV9pWeA0xZ8S6ewjU1Az7jjvuSE2M1EXalmuffvppneer79eqphv25fozXh+5XC7++te/xk477RQfffRR3vE5c+bEOeecE+eee27stNNO0bt372jXrl3MnDkzXnvttZg1a1beOZ07d44zzjgjfvnLX+YdK6SY1Lp169T35dKlS4tSDKnpAwWNuQVlTUWJYvUtKYfXGPH5z8z3v//9KmP77LNPjVtgnnfeeQUXQtZ00003RadOneLqq6+u0zoBANIohgBAI+revXvqeDlsT7SmtJvi6623XtE+ZVvT12Hu3Ll1KoZ06NChvktqEiZMmBBnnnlm/Oc//2mQ+RcvXtwg89ZGuX4vGyI9UKpEQtoN8oiI0aNHN+h161MMKdf3Rbnq1q1bPPbYY3HEEUfE5MmTU5+zYsWKGDdu3DpTee3atYt77rkn3nzzzdTjhWwft95668WCBQvyxhcuXFhjwqk20uZedd3GUtO10lJYdVEOrzEi4sorr4wpU6asftyiRYu4/vrrU5/72GOPxbXXXps3fsghh8SFF14Yu+22W+RyuXjxxRfjyiuvjEceeaTK837zm9/E0UcfHfvvv39xXwQA0GyV1wblAJBxG2+8cer41KlTG3kla5d20zJt+4u6qunmTX1ulmbdmDFjYs8992ywQkhEeeyvT8MrVS+cct92Lmu22mqrGDt2bBxyyCF1nmOjjTaKRx99NA466KAak2Np/Viqq74d1yrFSqPVNE9N120IzeE1TpkyJS8ddPrpp8eOO+6Y+vwLLrgg7++V0047LR555JE4+OCDY7311ovOnTvHQQcdFA8//HCcdtppVZ6bJElccMEFxX0RAECzJhkCAI1oiy22SB2fPn16zJs3r9E/4VmTtE+yFvOT2TXNVdMnX5u71157LQ499NB1fn3atWsXvXv3jo033jg6deoUbdu2jbZt20ZFRf7nX+66666y256NxlGqraEU2xrfBhtsEKNHj44HH3wwfvrTn6ZuX5ambdu28e1vfzsuu+yy6NKlS0REjY3XN9tss3XO16NHj9Txjz/+OLbZZpuC1rQ2M2bMyBtr06ZNUYv467K211gMaa8xouakZUP43ve+V+X3R7du3eKKK65Ife7YsWPjpZdeqjK2zTbbxO9+97vUPiC5XC5+97vfxeOPPx4TJ05cPf7888/HuHHjYrfddivSqwAAmjPFEABoRP37948WLVrEypUr846NHz8+DjjggBKsKl/atiXVm4vXR0034YuxXUoWnXnmmTUWQg444IA48cQTY5999qnVTcXHH39cMaSZatGiRamXQCM74ogj4ogjjojXXnstHnnkkXjsscfigw8+iFmzZsWcOXOiVatW0bNnzxgwYEAMGjQohg4dGt26dasyx3vvvZc6dyG9pDbddNPU8WKkIleuXJlaKOjbt2+jNt9uyNcYUfP2dv369SvK/OsyatSouO+++6qMDR8+vMZ+Pv/4xz/yxn70ox9Fy5Y134Jo2bJlXHjhhXHSSSdVGR85cqRiCABQFIohANCI2rVrF9tvv328+uqreccef/zxsimGpN3cKOYWNzXNVYzm2Vlzzz33xNNPP5033r1797j99tvjoIMOqtO8xdrHnqanpmTWQw89FIMHD27k1dCY+vfvH/3794/zzjuv1udOmjQpb6xNmzax7bbbrvPcmtIjNfUzqY0PP/wwli9fnjfeWEWCVRryNUZEvPPOO3lj7dq1qzGRUkzLli2L7373u1XG9thjj/jWt75V4zljxoyp8rhly5ZxzDHHrPNaX/rSl+KUU06p8qGRsWPH1nLFAADp9AwBgEZ26KGHpo4/+OCDjbySmq3aFmVNc+fOTb3hVBczZ85MHVcMyTdy5Mi8sZYtW8aDDz5Y50JIkiRF28eepqdnz56p43PmzGnkldBUfPbZZ1W2Llplzz33jDZt2qzz/P79+6eO19SUvTZqmqOmazaU7bffPjWJUozXuHDhwvjwww/zxnfYYYdGSb9cffXV8fbbb69+XFFRUeN2V6uMHz++yuMtt9yyoK1A11tvvbwtRQvd3g0AYF0UQwCgkR111FGp4y+88ELRPkFaX2kNcVesWBFvvfVWUeZ/5ZVX8sY6dOgQnTp1Ksr8WVFZWRmjRo3KGz/hhBPqtWXIjBkzUrdqo3mo6RPzs2bNauSV0FQ888wzqb8zDj744ILO33nnnVPHq/eUqIsXX3yxVtdsKJ07d47NN988b3zmzJk1bnFVqJdffjkqKyvzxhvjNX744Yfxi1/8osrYySefHLvvvnuN5yxZsiRvG8ZCesusUr0YsmDBgli2bFnB5wMA1EQxBAAa2b777lvjTYFrrrmmcRdTg5putFf/pGddLF26NCZMmFDwNZuzTz75JD799NO88SFDhtRr3urbl9C8rOpdVJ2taKhJ9V4RqwwdOrSg83v37h19+/bNG588eXJMmzatPkuLJ554InV8v/32q9e8dbHvvvumjte0xkKV8jWee+65VQobXbt2jeHDh6/1nLTkYW2a2ad9MEKaEQAoBsUQAGhkuVwuvv3tb6ce++Mf/xjvv/9+I68o31577ZU6XoytvB5++OHU7bZqumZT0bp167yxFStW1GvOjz/+OHU87aZibdT3xhxNW7t27WLXXXfNG/e+qFnaz3dE/X/Gm4KlS5fG3//+97zxnXfeuaB+IasMHDgwdfyhhx6q89rmz5+f2lNpm222iY033rjO89ZVQ7zGtZ1/yCGH1GvedXn00UfjrrvuqjL2s5/9LLp161bruWqznVfac5MkqfU1AQCqUwwBgBI488wzU28mLFmyJM4+++xGWUP1LSzWtO2226b277j//vtjwYIF9bruX//619Txvffeu17zllraJ1kXL15crzlr+lq3a9euznMuWrQobr311jqfTzakNTKeMWNGPPDAAyVYTfmraQu/+v6MNwV//OMfU/vJVG+ovS41Nc9OK7QU6p///GcsXbo0b7y+6bm6Gjx4cGrh7L777lvr37lrM2XKlNTU1l577VVj/59iWL58ed6/R3baaac4/fTT13luWt+x+fPnF3zttOfqKQYAFINiCACUQKdOneKiiy5KPXb//ffHb37zmwa9/n333Rc/+MEPajyey+Xiq1/9at744sWL43e/+12drztx4sS4995788a7detWY2P5piLtZml994lPu6EUETF16tQ6z/mHP/whdestmpevf/3rqVtl/exnPyvBaspfx44dUz+tXt+f8XI3Z86cuPzyy/PG+/TpE8cff3yt5jr00ENjww03zBt/7LHH4vXXX6/T+q677rrU8RNOOKFO89VX165d4/DDD88bX7BgQdxyyy11mvN3v/tdaiqioV/jtddeW6VPWC6Xi9/97ndRUbHuWwht27aNDh06VBl75513Cr529ed27NixxnQWAEBtKIYAQImcddZZseeee6Yeu+CCCxrk0/srV66MSy65JL70pS+t81OqZ555Zur4L37xizrv8f7d7343dYusb33rW9G2bds6zVku0raumjBhQr220enRo0fq+COPPFKn+SZPnhw/+clP6rwesqNPnz5x3HHH5Y0/99xzCiIpcrlc9OnTJ2+8rjfxm4IkSeJb3/pW6nZ9w4cPr/XN6ZYtW9a4ReSFF15Y6/WNHDkytQH7gQceGDvssEOt5hoxYkTkcrm8PwceeGCt1/Wd73wndfznP/95rZOVH3zwQfzf//1f3njnzp3jG9/4Rq3XVqjp06fnFcG+/vWvxz777FPwHDvuuGOVx2+//XbMmzdvnefNmzcvJk+eXGVsp512Kvi6AABroxgCACXSokWLuPXWW1M//V9ZWRnf/OY349JLL42VK1cW5XqvvPJK7LfffnH55ZdHZWXlOp+/ww47xEEHHZQ3vnDhwjjuuONi0aJFtbr+ZZddFv/617/yxlu2bBlnnHFGreYqR2k3a+bNmxcPP/xwnefcYIMNYquttsobv/HGG2PmzJm1mmvWrFlx3HHH1XmrFrLnF7/4ReoN7YsvvrjOn2JP89Zbb+X1HWiK0n7G77333liyZEnjL6aBVVZWxumnnx733HNP3rFDDjmk1qmQVc4+++y8xEDE5/2o/vSnPxU8z4wZM+Kss85KPVaXwkoxHXLIIbHbbrvlja9tzWlWrlwZw4YNS92K7cwzz6xVQ/LaOv/886sUbjp37hxXXXVVreaovvXlihUrUt9P1d199915HyJo6ttoAgDlQzEEAEpoyy23jJEjR0bLli3zjiVJEpdddlnstdde8eSTT9b5GhMmTIhhw4bFrrvuGmPGjKnVuf/7v/8bbdq0yRsfO3ZsHH300QXdkK+srIyf//zncemll6Ye/8lPfhKbbrpprdZVjvbee+/UbYdOP/30GD16dJ2bvw4ePDhvbN68eXHUUUcVvN3Vm2++Gfvtt1+8+uqrdVoD2bT55punpkCSJImTTz45Tj/99Frt87+mFStWxCOPPBJHHXVUbL/99pnoRbLvvvvmjU2dOjW+9rWv1WvruoZw7bXXxs9+9rP45JNPan3u1KlTY/DgwXHTTTflHdtggw3iz3/+c62aYa+pR48e8aMf/Sj12BlnnBF33333OueYPn16DBo0KPXvn8GDB5fFlou//e1vU8f/8pe/xA9/+MN1/n2wbNmy+MY3vhH/+c9/8o6t7WtYDE899VT87W9/qzJ26aWX1ro/yZe+9KW8seHDh681LblixYq48sor88bTUmwAAHWhGAIAJXbIIYfEyJEja9xyZNy4cXHAAQfEHnvsEf/7v/8bkyZNWuecEyZMiN///vex//77x3bbbRd//vOf65Qw2WGHHeKKK65IPfboo4/GdtttF7/73e9Sb7itWLEiHn744dhvv/1q7I+y22671XisqenRo0ccdthheeMfffRRDBo0KDbaaKMYNGhQfPWrX41hw4bl/Um7ARTx+Sep04plzz//fOy4447xl7/8JbWBcETEq6++Guecc07suOOOMXHixNXju+yyS/Tu3buOr5QsOe+88+LYY49NPXbjjTfGJptsEj/84Q/jhRdeWOvvkCRJYvLkyXHnnXfGSSedFD169IhDDz00HnjggToXAsvN17/+9dSfxbvvvjs23XTT2GGHHWLIkCFx4oknpv6MP/3004221unTp8dPf/rT2HjjjeOoo46KW265JT744IMan58kSbz44otx9tlnx1ZbbZW6FV+bNm3innvuiY022qheazv//PNTUzbLli2L4447Ls4444z48MMP844vWbIk/vjHP8bOO+8cr732Wt7x9dZbL66//vp6ra1Y9t133xoTj1dddVUccsgh8cILL+QdS5Ik/v3vf8dee+2VV5BY5fe//32DpUJWrlyZt83X9ttvn9dIvRD77LNP3lZZEydOjLPOOiv1d0KSJHHWWWdV+bsq4vN/J9S0pSgAQG3l/2seAGh0Q4YMiQcffDC++tWvxuzZs1Of88ILL6y+edK1a9fYYostYqONNooOHTpELpeLhQsXxrRp0+Ltt9+OuXPnrvOahX6y97zzzosnn3wy9ZPds2fPjrPPPju+//3vx4ABA6J3797Rvn37mDZtWrz11ltr/VRyt27d4rbbbku9udhU/fjHP46HH3449abxjBkzYsaMGTWee8ABB6Ru77L55pvHGWeckdoo+MMPP4xvfvObcfrpp8cuu+wSvXr1ihYtWsTMmTNj8uTJqTcUO3fuHH/9619TEyc0PxUVFXHbbbfFkCFDUrexmz9/flx11VVx1VVXRceOHWP77bePDTbYILp27RpLliyJuXPnxty5c2PSpEm17ofQ1PTs2TNOPfXU1B4OlZWV8cYbb8Qbb7xR4/kHHnhgarqkIS1dujQeeOCB1b+/N9hgg9h2221jgw02iE6dOsXSpUtj2rRp8eabb641ada2bdsYOXJkUdbfpk2buPPOO2PvvffO+/suSZK44YYb4qabbooBAwbElltuGa1atYrp06fHuHHjanyPVVRUxIgRI6Jfv371Xl+x/OY3v4kXX3wxnn/++bxjjz32WOyxxx7Rr1+/GDBgQHTq1CnmzJkTL7/8ckyfPr3GOc8999wai5fFcP311+cVmq677ro6/z39y1/+Mu9DAjfeeGO8++67ceGFF8Zuu+0WuVwuXnzxxRg+fHheES6Xy9V6ey4AgLXJzt0HAGjiDjnkkHj55Zdj2LBh8dhjj631uZ9++mnqp0oL0aJFizj55JPzmqPWpKKiIkaOHBn/8z//E/fff3/qc1asWBEvvfRSajPbNBtttFE89NBDqf0wmrIvfOELceWVV8YFF1xQ1HmvvvrqePnll2v8ZPnixYvjmWeeWec87dq1i3/+85+x7bbbFnV9NG1t27aN+++/P84444z44x//WOPzFi5cGM8991wjrqz8/PrXv45x48bV+fdvqc2ePbvWCZWePXvGnXfeGfvtt1/R1rHlllvGv/71rxg0aFDMmTMn73hlZWWMHz8+xo8fv865WrRoEX/4wx9iyJAhRVtfMbRt2zZGjRoVBx98cI2vY8qUKTFlypSC5vvWt74VV199dRFXWNXMmTPj4osvrjL2la98JbV3WKEOPfTQOOOMM/IKiKNHj47Ro0ev8/zvfe979bo+AEB1tskCgDKyySabxKOPPhp///vfY4sttijq3C1atIgvfelL8dprr8VNN91Uq/2/27ZtG/fcc09cdtll0apVq3qtY9CgQfHCCy/kbZ+RFeeff3488MADRS30tG7dOu677756pTl69+4djz/+eBx88MFFWxfZ0apVq7j55pvjrrvuik022aSoc/ft2zcGDhxY1DlLpV27dvH000/HBRdcEB07diz1chrcl7/85XjllVeKWghZZdddd43nnnuuXn8XbLjhhvHQQw/FSSedVMSVFc/6668fTz/9dHzlK1+p8xytWrWKX/7yl3HzzTfXuVdLIX74wx/GvHnzVj/u0KFD/PrXv673vNddd12ceOKJtT7vlFNOadDiDwDQPCmGAEAZ+upXvxoTJ06Mu+++O44++ujUJuaF2n777eOqq66KDz/8sF6pgIqKirj44ovj1Vdfja997Wu1Lorssssucdddd8W//vWveu85X+6OOOKImDhxYjz11FPxk5/8JI488sjYYostYsMNN4y2bdvWac6uXbvGgw8+GNdcc0306tWr4PM6deoU5513Xrz55puxxx571OnaNB/HHXdcTJw4Ma677rp6JYj69u0bp556ajz22GPx7rvvxgknnFDEVZZW69at46qrrorp06fHX/7ylzjzzDNjn332iU022SS6dOlSFlv/HXHEEfGlL32pTgWbFi1axDHHHBNPP/10jBw5Mrp3794AK/zcFltsEePGjYtrrrmmVn2MOnToEN/97ndj4sSJMWjQoAZbXzF06NAhbr/99njggQdil112Kfi8ioqKGDJkSLzyyivxgx/8oAFXGDFmzJj485//XGXsoosuKkpvqRYtWsSf//znuPbaa6Nr167rfP76668f119/fdx0001RUeF2BQBQXLkkKx0NASDDFixYEE8//XSMGTMmXn/99ZgyZUpMmzYtPvvss1iyZEm0a9cuunbtGl27do3u3bvHzjvvHHvssUfsscce0adPnwZZ0+zZs+Pee++NJ598Ml577bX44IMPYv78+bFy5cpo37599OrVK7baaqvYe++948gjj4wBAwY0yDqao6VLl8Y999wTjz76aDz33HPx8ccfx5w5c6KioiI6d+4c/fr1ix122CEOOeSQOPLII6NTp055c0ydOjVWrFhRZaxLly7RpUuXRnoVNAVvvPFGjB49Op5//vmYNGlSfPjhhzF//vxYtmxZtG/fPjp16hRdunSJzTbbLLbZZpvYbrvtYv/99y96so26WbZsWYwbNy7Gjh0b48ePj3feeSfef//9mD9/fixatChat24dnTt3jr59+8Z2220XBxxwQBx66KG1Sg4Wy/Lly+ORRx6JUaNGxUsvvRTvvPNOzJs3L1auXBmdOnWKPn36RP/+/WPgwIFx9NFHN9nfVc8991w88MADMXbs2JgwYUL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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ts.plot_ts(skycoord = coord, containment = 0.9)"
]
},
{
"cell_type": "markdown",
"id": "64eab521-9a79-41b7-8e13-50f11896d8bb",
"metadata": {},
"source": [
"## Example 3: Fit Crab using the Compton Data Space (CDS) in galactic coordinates"
]
},
{
"cell_type": "markdown",
"id": "b31e885f-cc29-49ca-b0f7-d14f99fddb10",
"metadata": {},
"source": [
"The Crab case is similar to the GRB one. The difference is that the Crab data (signal and background) are binned in the galactic coordiates instead of the spacecraft coordinates. Therefore, we will need to use the galatic response for Crab. In addition, the orientation file is not needed since Crab is a fixed source in galactic coordinates."
]
},
{
"cell_type": "markdown",
"id": "92247366-573f-46e1-8a8a-c1e5db2b5399",
"metadata": {
"jp-MarkdownHeadingCollapsed": true
},
"source": [
"### Bin data (optional)"
]
},
{
"cell_type": "markdown",
"id": "2f19cae4-ac54-4b62-8ee1-99e1db7d7b56",
"metadata": {},
"source": [
"If you want to binned the data by yourself, you can run this **Bin data** section. Otherwise, you can skip to the next section and use the binned data downloaded from Wasabi, which is faster."
]
},
{
"cell_type": "markdown",
"id": "d8f76a21-b530-4685-8e08-5a0e0793aed7",
"metadata": {},
"source": [
"#### Download unbinned data "
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "cc73d0d2-a347-4a51-95a9-d75b8405800f",
"metadata": {},
"outputs": [],
"source": [
"data_dir = Path(\"\") # Current directory by default. Modify if you want a different path"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "931588ad-4c21-4fd5-9c27-2352b30ac2dc",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"crab_unbinned_path = data_dir/\"Crab_DC2_3months_unbinned_data.fits.gz\"\n",
"\n",
"# download 3-month unbinned Crab data ~619.22 MB\n",
"if not crab_unbinned_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/DC2/Data/Sources/Crab_DC2_3months_unbinned_data.fits.gz\", crab_unbinned_path)"
]
},
{
"cell_type": "code",
"execution_count": 42,
"id": "37310a8d-6a5c-47cd-91ef-a82459d0794a",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"albedo_unbinned_path = data_dir/\"albedo_photons_3months_unbinned_data.fits.gz\"\n",
"\n",
"# download 3-month albede background data ~2.69 GB\n",
"if not albedo_unbinned_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/DC2/Data/Backgrounds/albedo_photons_3months_unbinned_data.fits.gz\", albedo_unbinned_path)"
]
},
{
"cell_type": "markdown",
"id": "4c9917d4-278a-4003-bc06-c8957523e4ff",
"metadata": {},
"source": [
"#### Getting the binned Crab data"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "5fd8cbec-61a0-4e1f-af66-a6d44c2e4ff7",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"binning data...\n",
"Time unit: s\n",
"Em unit: keV\n",
"Phi unit: deg\n",
"PsiChi unit: None\n"
]
}
],
"source": [
"# Here is the code I used to bin the Crab data if you want to generate it by yourself.\n",
"from cosipy import BinnedData\n",
"# \"Crab_bkg_galactic_inputs.yaml\" can be used for both Crab and background binning since the only useful information in the yaml file is the binning of CDS\n",
"analysis = BinnedData(\"Crab_bkg_galactic_inputs.yaml\")\n",
"analysis.get_binned_data(unbinned_data = crab_unbinned_path, \n",
" make_binning_plots=False, \n",
" output_name = \"Crab_galactic_CDS_binned\", \n",
" psichi_binning = \"galactic\")\n",
"\n",
"# After you generate the binned data files, it should be saved to the same directory of this notebook\n",
"crab_data_path = data_dir/\"Crab_galactic_CDS_binned.hdf5\""
]
},
{
"cell_type": "markdown",
"id": "55891a90-167a-4b45-94cc-4815709126ef",
"metadata": {},
"source": [
"#### Getting the binned background data"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "ae1ec395-d217-4a57-8b95-384aee92d38d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"binning data...\n",
"Time unit: s\n",
"Em unit: keV\n",
"Phi unit: deg\n",
"PsiChi unit: None\n"
]
}
],
"source": [
"# Here is the code I used to bin the background data if you want to generate it by yourself.\n",
"from cosipy import BinnedData\n",
"# \"Crab_bkg_galactic_inputs.yaml\" can be used for both Crab and background binning since the only useful information in the yaml file is the binning of CDS\n",
"analysis = BinnedData(\"Crab_bkg_galactic_inputs.yaml\")\n",
"analysis.get_binned_data(unbinned_data = albedo_unbinned_path, \n",
" make_binning_plots = False,\n",
" output_name = \"Albedo_galactic_CDS_binned\",\n",
" psichi_binning = \"galactic\")\n",
"albedo_background_path = data_dir/\"Albedo_galactic_CDS_binned.hdf5\""
]
},
{
"cell_type": "markdown",
"id": "993bbc9e-b056-4369-b7f7-3f59f0e26e4f",
"metadata": {},
"source": [
"### Read data and background"
]
},
{
"cell_type": "markdown",
"id": "61a4fac6-090b-4343-a1a0-7dd29c907290",
"metadata": {},
"source": [
"Here you can download the binned data to avioding the binning steps above."
]
},
{
"cell_type": "markdown",
"id": "01980340-c1e7-4ef1-a169-47c7d136852b",
"metadata": {},
"source": [
"#### Download the binned data"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "951ae2f4-e713-4663-9ff8-d00e8d848cbf",
"metadata": {},
"outputs": [],
"source": [
"data_dir = Path(\"\") # Current directory by default. Modify if you want a different path"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "8400db09-0c32-4533-9bfc-35729ec3f514",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"crab_data_path = data_dir/\"Crab_galactic_CDS_binned.hdf5\"\n",
"\n",
"# download 3-month binned Crab data ~158 MB\n",
"if not crab_data_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/cosipy_tutorials/ts_maps/Crab_galactic_CDS_binned.hdf5\", crab_data_path)"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "142b9b61-487b-40b5-b2e0-191f4c5f4f07",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"albedo_background_path = data_dir/\"Albedo_galactic_CDS_binned.hdf5\"\n",
"\n",
"# download 3-month binned Albedo background data ~457.50 MB\n",
"if not albedo_background_path.exists():\n",
" fetch_wasabi_file(\"COSI-SMEX/cosipy_tutorials/ts_maps/Albedo_galactic_CDS_binned.hdf5\", albedo_background_path)"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "720de2f7-222e-4d29-815a-a85c07abca46",
"metadata": {},
"outputs": [],
"source": [
"# Read background model\n",
"bkg_model = Histogram.open(albedo_background_path) # please make sure you adjust the path to the files by yourself.\n",
"bkg_model = bkg_model.project(['Em', 'PsiChi', 'Phi'])\n",
"\n",
"# Read the signal and bkg to assemble data = bkg + signal\n",
"signal = Histogram.open(crab_data_path)\n",
"signal = signal.project(['Em', 'PsiChi', 'Phi'])\n",
"\n",
"# Here the background is the same as the background model since they are simulations, thus we know the background very well.\n",
"bkg = Histogram.open(albedo_background_path)\n",
"bkg = bkg.project(['Em', 'PsiChi', 'Phi'])\n",
"\n",
"# Assemble the signal and background\n",
"data = bkg + signal"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "109c9aaf-be38-4a10-9c93-add2fdb5bfa9",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0, 0.5, 'Counts')"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# plot the counts distribution\n",
"ax,plot = bkg.project(\"Em\").draw(label = \"Background component\", color = \"purple\")\n",
"#data.project(\"Em\").draw(ax, label = \"data\", color = \"green\")\n",
"data.project(\"Em\").draw(ax, label = \"data(Crab+bkg)\", color = \"green\")\n",
"signal.project(\"Em\").draw(ax, label = \"Crab signal\", color = \"pink\")\n",
"bkg_model.project(\"Em\").draw(ax, label = \"Background model\", color = \"blue\")\n",
"\n",
"ax.legend()\n",
"ax.set_xscale(\"log\")\n",
"ax.set_ylabel(\"Counts\")"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "194a38f1-2070-46a3-914a-970ecd41aaeb",
"metadata": {},
"outputs": [],
"source": [
"# clear redundant data from RAM\n",
"del signal\n",
"del bkg\n",
"_ = gc.collect()"
]
},
{
"cell_type": "markdown",
"id": "e48658c5-9b31-48eb-8644-e4556f83011f",
"metadata": {},
"source": [
"### Start TS map fit"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "72ba732c-37d3-4a43-afbe-24292fbbd3e6",
"metadata": {},
"outputs": [],
"source": [
"# define a powerlaw spectrum\n",
"index = -3\n",
"K = 10**-3 / u.cm / u.cm / u.s / u.keV\n",
"piv = 100 * u.keV\n",
"\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"
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "7c39a92b-3016-4b19-b56e-7ac0bbe33f1f",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"zipped_response_path = data_dir/\"psr_gal_DC2.h5.zip\"\n",
"response_path = data_dir/\"psr_gal_DC2.h5\"\n",
"\n",
"# download the galactic point source response ~6.69 GB\n",
"if not response_path.exists():\n",
"\n",
" fetch_wasabi_file(\"COSI-SMEX/DC2/Responses/PointSourceReponse/psr_gal_continuum_DC2.h5.zip\", zipped_response_path)\n",
" \n",
" # unzip the response\n",
" shutil.unpack_archive(zipped_response_path)\n",
" \n",
" # delete the zipped response to save space\n",
" os.remove(zipped_response_path)"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "de748dc4-97a9-4b44-8531-e56a7be242d5",
"metadata": {},
"outputs": [],
"source": [
"# here let's create a FastTSMap object\n",
"ts = FastTSMap(data = data, bkg_model = bkg_model, response_path = response_path, cds_frame = \"galactic\", scheme = \"RING\")"
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "73ba79d0-a686-453e-b081-46d9462d338f",
"metadata": {},
"outputs": [],
"source": [
"# get a list of hypothesis coordinates to fit. The models will be put on these locations for get the expected counts from the source\n",
"# note that this nside is also the nside of the final TS map\n",
"hypothesis_coords = FastTSMap.get_hypothesis_coords(nside = 16)"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "19d55399-0ef5-41dc-9bd6-29281375ccb5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"You have total 56 CPU cores, using 55 CPU cores for parallel computation.\n",
"The time used for the parallel TS map computation is 1.1570752302805583 minutes\n"
]
}
],
"source": [
"# Perform the parallel fit\n",
"ts_results = ts.parallel_ts_fit(hypothesis_coords = hypothesis_coords, energy_channel = [1,2], spectrum = spectrum, ts_scheme = \"RING\", \n",
" cpu_cores = 56)"
]
},
{
"cell_type": "markdown",
"id": "a6f94572-b73d-425f-9c81-04d508420ab8",
"metadata": {},
"source": [
"### Plot results"
]
},
{
"cell_type": "code",
"execution_count": 39,
"id": "f967ebe1-a1ef-4b4c-a11b-840f33b0f055",
"metadata": {},
"outputs": [],
"source": [
"# This the true location of Crab\n",
"coord = SkyCoord(l=184.5551, b = -05.7877, unit = (u.deg, u.deg), frame = \"galactic\")"
]
},
{
"cell_type": "code",
"execution_count": 40,
"id": "887d08d5-ffd0-4f50-af84-a724ac497826",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# plot the raw ts values\n",
"ts.plot_ts(skycoord = coord)"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "070a537c-d856-4a32-8cb0-f2e8fa7a9706",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# plot the 90% confidence region\n",
"ts.plot_ts(skycoord = coord, containment = 0.9)"
]
},
{
"cell_type": "markdown",
"id": "ebb53a69-63be-48b3-9668-f9dae007267c",
"metadata": {},
"source": [
"## Improvements in progress"
]
},
{
"cell_type": "markdown",
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"The current method can generate the TS map for a GRB and Crab. However, the computation time needed on a personal laptop is still long and requires a massive amount of RAM (~30-40 GB). The future improvements will include:\n",
"- Optimization of the speed\n",
" - Faster algorithm for Newton-Raphson's method\n",
" - GPU computation\n",
"- Optimization of the RAM usage\n",
" - Share memories among parallel processes"
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