{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# A Very Short Introduction to Roman Triplet Data\n",
"\n",
"The Nancy Grace Roman Space Telescope Project Science Team \n",
"NASA Goddard Space Flight Center\n",
"\n",
"20 November 2022 (Rev. 3.0)\n",
"\n",
"## 1. Introduction\n",
"\n",
"This notebook's purpose is to provide experienced astronomers with a short, simple introduction to the Nance Grace Roman Space Telescope (\"Roman\") Wide Field Instrument (WFI) sample data. We assume that the reader is familiar with Flexible Image Transport System (FITS) files. We furthermore assume that the reader has worked with IR array detector data, understands how IR arrays are operated for space astronomy, and is familar with common calibration pipeline steps.\n",
"\n",
"Readers who would like a more thorough introduction may wish to see the JWST user documentation at `https://jwst-docs.stsci.edu/`. See in particular the sections describing the Science Calibration Pipeline. Although some details may differ for Roman, it is envisioned that the WFI pipeline will eventually resemble the JWST NIRCam pipeline. Additionally, it may be valuable to read [Roman-specific documents](https://arxiv.org/abs/2005.00505).\n",
"In this notebook, we show how to do the following simple tasks. Because our aim is to make things as clear as possible, we do not necessarily do them in the most efficient ways. Once these operations are understood, we envision that many users will be able to start doing more complex things with the data.\n",
"\n",
"* Read in a FITS file\n",
"* Apply an elementary reference pixel correction\n",
"* Fit straight lines to all pixels and compute integrated signal\n",
"\n",
"## 2. Setup\n",
"\n",
"### 2.1 Software Versions\n",
"\n",
"This document is an executable python-3.10 notebook. We begin by loading required packages and showing the versions. Our development environment was as follows.\n",
"\n",
"* python-3.10.4\n",
"* astropy-5.0.4\n",
"* numpy-1.21.5\n",
"* matplotlib-3.5.1"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'3.10.4 | packaged by conda-forge | (main, Mar 24 2022, 17:39:04) [GCC 10.3.0]'"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Show the python version\n",
"import sys\n",
"sys.version"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"astropy version = 5.0.4\n",
"numpy version = 1.22.3\n",
"matplotlib version = 3.5.1\n"
]
}
],
"source": [
"# Load required packages and show versions\n",
"import astropy # Community astronomy tools\n",
"from astropy.io import fits # FITS file I/O\n",
"import numpy as np # Numerical libraries\n",
"from glob import glob # Filename globbing\n",
"import matplotlib # Plotting\n",
"import matplotlib.pyplot as plt \n",
"import os \n",
"\n",
"# By default, save results in home directory. Feel free to change this.\n",
"outdir = os.getenv('HOME')\n",
"\n",
"print('astropy version = ', astropy.__version__)\n",
"print('numpy version = ', np.__version__)\n",
"print('matplotlib version = ', matplotlib.__version__)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 2.2 Utility Functions\n",
"\n",
"We will occasionally need to robustly compute means and standard deviations. The following does this."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"def madstat(a, axis=None, keepdims=False, std=False):\n",
" \"\"\"\n",
" MADSTAT - Robust statistics using median and median absolute deviation\n",
"\n",
" Parameters: a, array_like\n",
" Calculate the median absolute deviation of these values.\n",
" axis, tuple\n",
" Axis or axes along which the median absolute deviation is\n",
" computed.\n",
" keepdims, bool (optional)\n",
" If this is set to True, the axes which are\n",
" reduced are left in the result as dimensions with\n",
" size one. With this option, the result will\n",
" broadcast correctly against the input array.\n",
" std, bool (optional)\n",
" If set True, then the MAD is multiplied by 1.4826 to\n",
" estimate the standard deviation of normal deviates.\n",
" Returns: Median and median absolute deviation. Optionally returns median\n",
" and estimated standard deviation.\n",
" \"\"\"\n",
" # Compute the median and median absolute deviation\n",
" median = np.median(a, axis=axis, keepdims=keepdims)\n",
" mad = np.median(np.abs(a-median), axis=axis, keepdims=keepdims)\n",
"\n",
" # Estimate std() if requested\n",
" if std is True:\n",
" mad *= 1.4826\n",
"\n",
" # Done\n",
" return(median, mad)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3. Read in One File\n",
"\n",
"The sample data are stored much like uncalibrated JWST data. Each \"exposure\" is packaged into a FITS file. An exposure can contain multiple sampled up-the-ramp \"integrations\".\n",
"\n",
"The science data are packaged into a $4^\\textrm{th}$ rank tensor. The dimensions are: (1) integration, (2) up-the-ramp group, (3) slow pixel scan, and (4) fast pixel scan. Roman is not using multiple integrations yet, so the left-most dimension is always singleton. The others colloquially refer to $z$, $y$, and $x$ in the data cube.\n",
"\n",
"Examine one dark file's header to get our bearings."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# This should point to the data directory\n",
"datdir = '/path-to-data/fr03/20210907230637_noiw' # Change datdir to point to fr03/20210907230637_noiw"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Make a list of the available files and pick one. Any will do for now. Use triplet number 21816."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"triplet_sn = '21816' # Triplet serial number\n",
"files = sorted(glob(datdir + '/' + triplet_sn + '*.fits')) # Make a sorted list of the available files\n",
"file = files[0] # Use the first for now"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Open the file and get the primary header. Also get the science data, which are stored in header data unit 1."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"with fits.open(file) as hdul:\n",
" H0 = hdul[0].header # Get primary header\n",
" H = hdul[1].header # The header that goes with the data\n",
" D = hdul[1].data # Get the data. They are stored as a 4th rank tensor."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To get our bearings, take a look at the first few lines of the header. The primary header describes the overall exposures."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"SIMPLE = T / conforms to FITS standard \n",
"BITPIX = 8 / array data type \n",
"NAXIS = 0 / number of array dimensions \n",
"EXTEND = T \n",
"CHAN = '2 ' \n",
"FPAPOS = 'CH2 ' \n",
"DETECTOR= '21816 ' \n",
"CABLESN = '3 ' "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"H0[:8]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The data header tells us about the 4th rank tensor that contains the actual samples up-the-ramp. It is shorter than the primary header, so we show all of it."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"XTENSION= 'IMAGE ' / Image extension \n",
"BITPIX = 16 / array data type \n",
"NAXIS = 4 / number of array dimensions \n",
"NAXIS1 = 4224 \n",
"NAXIS2 = 4096 \n",
"NAXIS3 = 56 \n",
"NAXIS4 = 1 \n",
"PCOUNT = 0 / number of parameters \n",
"GCOUNT = 1 / number of groups \n",
"BSCALE = 1 \n",
"BZERO = 32768 \n",
"EXTNAME = 'SCI ' / extension name \n",
"EXTVER = 1 "
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"H"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We see that NAXIS=4, indicating that it is indeed a 4$^\\textrm{th}$ rank tensor. The concept is for NAXIS=4 to contain possibly many \"integrations\" packaged into one \"exposure\" (although at the moment there is only ever one). NAXIS1, NAXIS2, and NAXIS3 are the familar data dimensions: fast scan dimension, slow scan dimension, and groups/frames sampling up-the-ramp. We see BITPIX=16, indicating that the data are unsigned 16-bit integer.\n",
"\n",
"In practice, we usually operate on the floating point numbers and find that 32-bits are adequate for most things. 32-bit floating point also happens to be a native format for most graphics processing units (GPU). Although we don't use GPUs in this example, we often do, and therefore work with 32-bits here.\n",
"\n",
"To complete fetching the data, we therefore: (1) drop the singleton integration number dimension and (2) convert to 32-bit floating point."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"# Fetch the data\n",
"D = np.float32(D[0]) # Drop singleton dimension and convert to float32"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"It is informative to see what remains."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"D.shape = (56, 4096, 4224)\n"
]
}
],
"source": [
"print('D.shape = ', D.shape)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"From the above, we see that there are 56 non-destructive samples up-the-ramp. When displayed in a FITS viewer like SAOImage DS9 (`https://sites.google.com/cfa.harvard.edu/saoimageds9`), there are 4096 image rows and 4224 image columns in each frame of data. We are being careful to specify \"image rows\" and \"image columns\" because the sense is the inverse of what python does internally as a row-major computing language.\n",
"\n",
"Roman's WFI returns 33 \"outputs\" of data, each output measuring $4096\\times4224~\\textrm{pixels}$. From left-to-right in DS9, these are the 32 \"regular outputs\" containing scientific data and a special 33$^\\textrm{rd}$ \"reference output\" that is common to all the others. When displayed in DS9, the horizontal (fast scan) readout directions alternate. Even numbered outputs read from left to right and then from bottom to top. Odd numbered ones read from right to left and then from bottom to top.\n",
"\n",
"When these data were acquired, the reference output was subtracted on-the-fly from all 32 regular outputs with unity gain using differential amplifiers and subsequently digitized. We do not believe that this is statistically optimal, but it is a common choice in IR array cameras for astronomy. For purposes of this example, we will crop it off."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"D.shape = (56, 4096, 4096)\n"
]
}
],
"source": [
"# Crop off the reference output\n",
"D = D[:,:,:4096]\n",
"print('D.shape = ', D.shape)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"# Save the dimensions for later\n",
"nz,ny,nx = D.shape"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 4. Reference Correction\n",
"\n",
"Reference correction is one of the first steps in most pipelines. Here we show the simplest possible reference correction using only the reference pixels in rows. Its purpose is to take out constant offsets between the 32 outputs.\n",
"\n",
"We find that the last 4 image rows read out are usually pretty stable, and within these the 2 inner rows are the most stable. Our simple correction uses only these.\n",
"\n",
"Write a simple reference row correction function that overwrites the input. "
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"def rowcor(D):\n",
" \"\"\"\n",
" rowcor(D)\n",
" \n",
" Reference correction using only the top four rows of reference pixels.\n",
" \n",
" parameters: D, array\n",
" The input data cube\n",
" Returns: nothing\n",
" This overwrites the input data\n",
" \"\"\"\n",
" \n",
" # Get cube dimensions\n",
" nz,ny,nx = D.shape\n",
" \n",
" # Definitions\n",
" nout = 32 # The WFI uses 32 outputs for full frame readout\n",
" w = nx//nout # Width of each output in pixels\n",
" count = 3 # Clip off the best/worse few samples for robust statistics\n",
" \n",
" # Compute first and last image columns for each output\n",
" x0 = np.arange(0,nx,w) # First cols\n",
" x1 = x0 + w-1 # Last cols\n",
"\n",
" # Apply reference correction working frame-by-frame and output-by-output\n",
" for z in np.arange(nz):\n",
" for op in np.arange(nout):\n",
" refpix = D[z,4093:4095:,x0[op]:x1[op]] # Get ref. pixels\n",
" refpix = np.sort(refpix.flatten())[count-1:-count+1] # Trim outliers\n",
" mu = np.mean(refpix) # Robust mean\n",
" D[z,:,x0[op]:x1[op]] -= mu"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Do a simple reference rows correction."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"# Make a copy of the data for comparison later\n",
"D0 = D.copy()\n",
"\n",
"# Apply reference rows correction\n",
"rowcor(D)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Show the result."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(D0[5,4094], '.', alpha=.7, label='Raw')\n",
"plt.plot(D[5,4094], '.', alpha=.7, label='Ref. cor.')\n",
"plt.xlabel('H4RG Column (#)')\n",
"plt.ylabel('Signal (DN)')\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The above plot shows that (blue) before reference correction, there were some output-to-output offsets. After reference correction (orange), these are greatly reduced."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 5. Slope Fitting\n",
"\n",
"With up-the-ramp sampling, it is conventional to least squares fit straight lines to the pixel data. When there is no cosmic ray disturbance, the fitted slope is taken to be a proxy for incident flux.\n",
"\n",
"At this point, one could iterate over the pixels on-by-one and use `numpy.polyfit()` to fit straight lines. This is unfortunately very slow in python, so we do something a little more sophisticated here. This builds on numpy's linear algebra libraries, which are highly optimized and parallelized.\n",
"\n",
"The following builds a set of monomial basis vectors, $\\mathbf{v}\\in\\{z^0,z^1,\\dots z^\\textrm{degree}\\}$, and uses the Moore-Penrose inverse to fit polynomials by projecting the data onto them. Here, $z$ is up-the-ramp frame index and \"degree\" is the fit degree. This is orders of magnitude faster than iterating on `numpy.polyfit()`. We show later that the results are the same as could have been obtained using `numpy.polyfit()`."
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"class Polynomial():\n",
" \n",
" def __init__(self, nz, degree):\n",
" \"\"\"\n",
" __init__(self, nz, degree)\n",
" \n",
" Instantiate a polynomial object.\n",
" \n",
" Parameters: nz, int\n",
" Number of up-the-ramp samples\n",
" degree, int\n",
" Desired fit degree. Use\n",
" degree=1 for straight lines.\n",
" \"\"\"\n",
" \n",
" # Definitions\n",
" self.nz = nz # Number of up-the-ramp samples\n",
" self.degree = degree # Desired fit degree\n",
" self.z = np.arange(nz) # Vector of up-the-ramp sample indices\n",
" \n",
" # Build the monomial basis matrix. It has the same number\n",
" # of rows as there are up-the-ramp samples. Each column\n",
" # contains a monomial basis vector.\n",
" self.B = np.empty((nz,degree+1), dtype=np.float64)\n",
" for col in np.arange(degree+1):\n",
" self.B[:,col] = self.z**col\n",
" \n",
" # The Moore-Penrose inverse of the basis matrix does \n",
" # least squares fitting.\n",
" self.pinvB = np.linalg.pinv(self.B)\n",
" \n",
" # Fitting method\n",
" def polyfit(self, D):\n",
" R = np.float32(np.matmul(self.pinvB,\n",
" D.reshape(nz,-1)).reshape(self.degree+1,4096,4096))\n",
" return(R)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Instantiate a polynomial object."
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"P = Polynomial(nz,1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Do the fitting and save."
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"# Fit\n",
"R = P.polyfit(D)\n",
"\n",
"# Save\n",
"fits.PrimaryHDU(R).writeto(outdir + '/R.fits', overwrite=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Show that we got the same result that we would have gotten using `numpy.polyfit()`, only faster."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Max. deviate = 0.0\n"
]
}
],
"source": [
"# Compare a 5x5 pixel box\n",
"z = np.arange(nz) # Up-the-ramp sample indices\n",
"RShort = np.empty((2,5,5), dtype=np.float32) # numpy.polyfit() result goes here\n",
"for y in np.arange(5):\n",
" for x in np.arange(5):\n",
" RShort[:,y,x] = np.polyfit(z, D[:,y,x], 1)[::-1]\n",
" \n",
"# Look at the absolute value of the difference\n",
"delta = R[:,:5,:5] - RShort\n",
"\n",
"# Show result\n",
"print('Max. deviate = ', np.abs(delta).max())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We recommend examining `R.fits` using a FITS viewer such as DS9. Elements [0,:,:] are the offsets and elements [1,:,:] are the slopes. Here is an example of what these looked like for one triplet."
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Pick off the offset and slope\n",
"a = R[0].copy() # Offset\n",
"b = R[1].copy() # Slope\n",
"\n",
"# Compute good ranges for display\n",
"m,s = madstat(a, std=True)\n",
"vmin_a = m-2*s\n",
"vmax_a = m+2*s\n",
"\n",
"# Display\n",
"ticks = np.arange(0,4097,512)\n",
"fig, ax = plt.subplots(1, 2, figsize=(2*6.4,4.8))\n",
"ax[0].imshow(a, origin='lower', cmap='gray', vmin=-1130, vmax=5530)\n",
"ax[0].set_xticks(ticks)\n",
"ax[0].set_yticks(ticks)\n",
"ax[0].set_title('Offset')\n",
"ax[1].imshow(b, origin='lower', cmap='gray', vmin=-.5, vmax=.5)\n",
"ax[1].set_xticks(ticks)\n",
"ax[1].set_yticks(ticks)\n",
"ax[1].set_title('Slope')\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The above results are typical.\n",
"\n",
"The offset image shows a faint \"picture frame\" pattern that is [often seen in Teledyne HxRG series detectors](https://arxiv.org/abs/1509.06264). The \"tree rings\" originate in the silicon readout integrated circuit (ROIC). These are an artifact of how the silicon wafer was made and processed. We also see small differences between the outputs, even though the data have been reference rows corrected.\n",
"\n",
"As is usually the case, the slope image is comparatively clean. The white specs are mostly \"hot pixels\". Hot pixels are a class of inoperable pixel that has anomalously large leakage current."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 6. Conclusion\n",
"\n",
"We hope that you have found this short introduction to be helpful."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 4
}