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-rwxr-xr-xastro/randomize_events.py72
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diff --git a/astro/randomize_events.py b/astro/randomize_events.py
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-#!/usr/bin/env python3
-#
-# Randomize the (X,Y) position of each X-ray photon events according
-# to a Gaussian distribution of given sigma.
-#
-# References:
-# [1] G. Scheellenberger, T.H. Reiprich, L. Lovisari, J. Nevalainen & L. David
-# 2015, A&A, 575, A30
-#
-#
-# Aaron LI
-# Created: 2016-03-24
-# Updated: 2016-03-24
-#
-
-from astropy.io import fits
-import numpy as np
-
-import os
-import sys
-import datetime
-import argparse
-
-
-CHANDRA_ARCSEC_PER_PIXEL = 0.492
-
-def randomize_events(infile, outfile, sigma, clobber=False):
- """
- Randomize the position (X,Y) of each X-ray event according to a
- specified size/sigma Gaussian distribution.
- """
- sigma_pix = sigma / CHANDRA_ARCSEC_PER_PIXEL
- evt_fits = fits.open(infile)
- evt_table = evt_fits[1].data
- # (X,Y) physical coordinate
- evt_x = evt_table["x"]
- evt_y = evt_table["y"]
- rand_x = np.random.normal(scale=sigma_pix, size=evt_x.shape)\
- .astype(evt_x.dtype)
- rand_y = np.random.normal(scale=sigma_pix, size=evt_y.shape)\
- .astype(evt_y.dtype)
- evt_x += rand_x
- evt_y += rand_y
- # Add history to FITS header
- evt_hdr = evt_fits[1].header
- evt_hdr.add_history("TOOL: %s @ %s" % (
- os.path.basename(sys.argv[0]),
- datetime.datetime.utcnow().isoformat()))
- evt_hdr.add_history("COMMAND: %s" % " ".join(sys.argv))
- evt_fits.writeto(outfile, clobber=clobber, checksum=True)
-
-
-def main():
- parser = argparse.ArgumentParser(
- description="Randomize the (X,Y) of each X-ray event")
- parser.add_argument("infile", help="input event file")
- parser.add_argument("outfile", help="output randomized event file")
- parser.add_argument("-s", "--sigma", dest="sigma",
- required=True, type=float,
- help="sigma/size of the Gaussian distribution used" + \
- "to randomize the position of events (unit: arcsec)")
- parser.add_argument("-C", "--clobber", dest="clobber",
- action="store_true", help="overwrite output file if exists")
- args = parser.parse_args()
-
- randomize_events(args.infile, args.outfile,
- sigma=args.sigma, clobber=args.clobber)
-
-
-if __name__ == "__main__":
- main()
-