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feat: package Piff with an explicit patch
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Copyright (c) 2016 by Mike Jarvis and the other collaborators on GitHub at | ||
https://github.com/rmjarvis/Piff All rights reserved. | ||
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Piff is free software: Redistribution and use in source and binary forms, | ||
with or without modification, are permitted provided that the following | ||
conditions are met: | ||
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1. Redistributions of source code must retain the above copyright notice, this | ||
list of conditions and the following disclaimer. | ||
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2. Redistributions in binary form must reproduce the above copyright notice, | ||
this list of conditions and the following disclaimer in the documentation | ||
and/or other materials provided with the distribution. | ||
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" | ||
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | ||
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE | ||
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE | ||
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL | ||
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR | ||
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER | ||
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, | ||
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE | ||
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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# Piff for DES | ||
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Piff has been vendored into eastlake in order to add apodization support to avoid square stamps. | ||
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The code in this directory is unpacked and then installed as a package after the patch has been applied. |
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diff --git a/piff/psf.py b/piff/psf.py | ||
index fbb4ccd6..baf89d8d 100644 | ||
--- a/piff/psf.py | ||
+++ b/piff/psf.py | ||
@@ -24,6 +24,24 @@ | ||
from .star import Star, StarData | ||
from .util import write_kwargs, read_kwargs | ||
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+ | ||
+def _ap_kern_kern(x, m, h): | ||
+ # cumulative triweight kernel | ||
+ y = (x - m) / h + 3 | ||
+ apval = np.zeros_like(m) | ||
+ msk = y > 3 | ||
+ apval[msk] = 1 | ||
+ msk = (y > -3) & (~msk) | ||
+ apval[msk] = ( | ||
+ -5 * y[msk] ** 7 / 69984 | ||
+ + 7 * y[msk] ** 5 / 2592 | ||
+ - 35 * y[msk] ** 3 / 864 | ||
+ + 35 * y[msk] / 96 | ||
+ + 1 / 2 | ||
+ ) | ||
+ return apval | ||
+ | ||
+ | ||
class PSF(object): | ||
"""The base class for describing a PSF model across a field of view. | ||
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@@ -442,7 +460,7 @@ def fit(self, stars, wcs, pointing, logger=None, convert_funcs=None, draw_method | ||
logger.warning("PSF fit did not converge. Max iterations = %d reached.",self.max_iter) | ||
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def draw(self, x, y, chipnum=None, flux=1.0, center=None, offset=None, stamp_size=48, | ||
- image=None, logger=None, **kwargs): | ||
+ image=None, logger=None, apodize=(1.0, 4.25), **kwargs): | ||
r"""Draws an image of the PSF at a given location. | ||
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The normal usage would be to specify (chipnum, x, y), in which case Piff will use the | ||
@@ -504,6 +522,11 @@ def draw(self, x, y, chipnum=None, flux=1.0, center=None, offset=None, stamp_siz | ||
[default: 48] | ||
:param image: An existing image on which to draw, if desired. [default: None] | ||
:param logger: A logger object for logging debug info. [default: None] | ||
+ :param apodize: Optional parameter to set apodizatoon. If a float/int, gives the | ||
+ number of half light radii after which the profile is smoothy apodized | ||
+ to zero a width of ~2.55 half light radii. If a tuple/list, gives | ||
+ the apodization width and the apodization radius in pixels. | ||
+ [default: (1.0, 4.25), which means a width of 1 pixel and radius of 4.25 pixels.] | ||
:param \**kwargs: Any additional properties required for the interpolation. | ||
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:returns: A GalSim Image of the PSF | ||
@@ -544,6 +567,37 @@ def draw(self, x, y, chipnum=None, flux=1.0, center=None, offset=None, stamp_siz | ||
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prof.drawImage(image, method=method, center=center) | ||
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+ if apodize: | ||
+ xpix, ypix = image.get_pixel_centers() | ||
+ dx = xpix - center[0] | ||
+ dy = ypix - center[1] | ||
+ r2 = dx**2 + dy**2 | ||
+ | ||
+ if isinstance(apodize, (tuple, list)): | ||
+ apwidth, aprad = apodize | ||
+ else: | ||
+ wcs = image.wcs | ||
+ try: | ||
+ image.wcs = None | ||
+ image.scale = 1.0 | ||
+ hlr = image.calculateHLR(center=galsim.PositionD(center)) | ||
+ finally: | ||
+ image.wcs = wcs | ||
+ aprad = apodize * hlr | ||
+ msk_nonzero = image.array != 0 | ||
+ max_r = min( | ||
+ np.abs(dx[(dx < 0) & msk_nonzero].min()), | ||
+ np.abs(dx[(dx > 0) & msk_nonzero].max()), | ||
+ np.abs(dy[(dy < 0) & msk_nonzero].min()), | ||
+ np.abs(dy[(dy > 0) & msk_nonzero].max()), | ||
+ ) | ||
+ apwidth = np.abs(hlr) / 2.355 | ||
+ apwidth = min(max(apwidth, 0.5), 5.0) | ||
+ aprad = max(min(aprad, max_r - 6 * apwidth - 1), 2 * apwidth) | ||
+ | ||
+ apim = image._array * _ap_kern_kern(aprad, np.sqrt(r2), apwidth) | ||
+ image._array = apim / np.sum(apim) * np.sum(image._array) | ||
+ | ||
return image | ||
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def get_profile(self, x, y, chipnum=None, flux=1.0, logger=None, **kwargs): |
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