From fff3449704e31a6baf013d558a631fae3c8b379b Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Thu, 7 Dec 2023 17:23:43 +0900 Subject: [PATCH 01/20] enable user to set survey_name and calib_mag_zero --- descwl_shear_sims/galaxies.py | 19 +++++++++++---- descwl_shear_sims/psfs/fixed_psf.py | 8 ++++--- descwl_shear_sims/psfs/ps_psf.py | 11 +++++++-- descwl_shear_sims/shifts.py | 29 ++++++++++++++++------ descwl_shear_sims/stars.py | 12 +++++++--- descwl_shear_sims/surveys.py | 37 ++++++++++++++++------------- descwl_shear_sims/tests/test_sim.py | 1 + descwl_shear_sims/wcs/dmwcs.py | 16 +++++++++---- descwl_shear_sims/wcs/wcstools.py | 6 +++-- 9 files changed, 96 insertions(+), 43 deletions(-) diff --git a/descwl_shear_sims/galaxies.py b/descwl_shear_sims/galaxies.py index c20103a3..91b21477 100644 --- a/descwl_shear_sims/galaxies.py +++ b/descwl_shear_sims/galaxies.py @@ -587,10 +587,19 @@ class WLDeblendGalaxyCatalog(object): buff: int, optional Buffer region with no objects, on all sides of image. Ingored for layout 'grid'. Default 0. + pixel_scale: float + pixel scale layout: str, optional """ - def __init__(self, *, rng, coadd_dim, buff=0, layout='random'): + def __init__( + self, *, + rng, + coadd_dim, + buff=0, + pixel_scale=SCALE, + layout='random' + ): self.gal_type = 'wldeblend' self.rng = rng @@ -603,9 +612,9 @@ def __init__(self, *, rng, coadd_dim, buff=0, layout='random'): # this layout is random in a square if (coadd_dim - 2*buff) < 2: warnings.warn("dim - 2*buff <= 2, force it to 2.") - area = (2**SCALE/60)**2. + area = (2**pixel_scale/60)**2. else: - area = ((coadd_dim - 2*buff)*SCALE/60)**2 + area = ((coadd_dim - 2*buff)*pixel_scale/60)**2 # a least 1 expected galaxy (used for simple tests) nobj_mean = max(area * gal_dens, 1) nobj = rng.poisson(nobj_mean) @@ -614,10 +623,10 @@ def __init__(self, *, rng, coadd_dim, buff=0, layout='random'): # this layout is random in a circle if (coadd_dim - 2*buff) < 2: warnings.warn("dim - 2*buff <= 2, force it to 2.") - radius = 2.*SCALE/60 + radius = 2.*pixel_scale/60 area = np.pi*radius**2 else: - radius = (coadd_dim/2. - buff)*SCALE/60 + radius = (coadd_dim/2. - buff)*pixel_scale/60 area = np.pi*radius**2 del radius # a least 1 expected galaxy (used for simple tests) diff --git a/descwl_shear_sims/psfs/fixed_psf.py b/descwl_shear_sims/psfs/fixed_psf.py index ef16b7c0..600b1459 100644 --- a/descwl_shear_sims/psfs/fixed_psf.py +++ b/descwl_shear_sims/psfs/fixed_psf.py @@ -3,7 +3,7 @@ from ..constants import FIXED_PSF_FWHM, FIXED_MOFFAT_BETA -def make_fixed_psf(*, psf_type): +def make_fixed_psf(*, psf_type, psf_fwhm=FIXED_PSF_FWHM): """ Make a fixed PSF @@ -11,15 +11,17 @@ def make_fixed_psf(*, psf_type): ---------- psf_type: string 'gauss' or 'moffat' + psf_fwhm: float + FWHM of PSF Returns ------- Gaussian or Moffat """ if psf_type == "gauss": - psf = galsim.Gaussian(fwhm=FIXED_PSF_FWHM) + psf = galsim.Gaussian(fwhm=psf_fwhm) elif psf_type == "moffat": - psf = galsim.Moffat(fwhm=FIXED_PSF_FWHM, beta=FIXED_MOFFAT_BETA) + psf = galsim.Moffat(fwhm=psf_fwhm, beta=FIXED_MOFFAT_BETA) else: raise ValueError("bad psf_type '%s'" % psf_type) diff --git a/descwl_shear_sims/psfs/ps_psf.py b/descwl_shear_sims/psfs/ps_psf.py index 3b4fbd20..61c241f0 100644 --- a/descwl_shear_sims/psfs/ps_psf.py +++ b/descwl_shear_sims/psfs/ps_psf.py @@ -10,7 +10,7 @@ import galsim.utilities -def make_ps_psf(*, rng, dim, variation_factor=1): +def make_ps_psf(*, rng, dim, pixel_scale=SCALE, variation_factor=1): """ get a power spectrum psf @@ -20,6 +20,13 @@ def make_ps_psf(*, rng, dim, variation_factor=1): The random number generator dim: int Dimensions of image + pixel_scale: float + pixel scale + variation_factor : float, optional + This factor is used internally to scale the overall variance in the + PSF shape power spectra and the change in the PSF size across the + image. Setting this factor greater than 1 results in more variation + and less than 1 results in less variation. Returns ------- @@ -29,7 +36,7 @@ def make_ps_psf(*, rng, dim, variation_factor=1): rng=rng, im_width=dim, buff=dim/2, - scale=SCALE, + scale=pixel_scale, variation_factor=variation_factor, ) diff --git a/descwl_shear_sims/shifts.py b/descwl_shear_sims/shifts.py index 4c4d5fed..bc9d94a2 100644 --- a/descwl_shear_sims/shifts.py +++ b/descwl_shear_sims/shifts.py @@ -14,6 +14,7 @@ def get_shifts( layout, coadd_dim=None, buff=0, + pixel_scale=SCALE, nobj=None, sep=None, ): @@ -26,6 +27,8 @@ def get_shifts( Dimensions of final coadd buff: int, optional Buffer region where no objects will be drawn. Default 0. + pixel_scale: float + pixel scale layout: string 'grid', 'pair', 'hex', or 'random' nobj: int, optional @@ -52,13 +55,14 @@ def get_shifts( rng=rng, dim=coadd_dim, buff=buff, + pixel_scale=pixel_scale, spacing=GRID_SPACING, ) elif layout == 'random': # area covered by objects if nobj is None: # in units of square arcmin - area = ((coadd_dim - 2*buff)*SCALE/60)**2 + area = ((coadd_dim - 2 * buff) * pixel_scale / 60)**2 nobj_mean = max(area * RANDOM_DENSITY, 1) nobj = rng.poisson(nobj_mean) @@ -66,13 +70,14 @@ def get_shifts( rng=rng, dim=coadd_dim, buff=buff, + pixel_scale=pixel_scale, size=nobj, ) elif layout == 'random_disk': # randomly distributed in a circle # area covered by objects if nobj is None: - radius = (coadd_dim/2. - buff)*SCALE/60. + radius = (coadd_dim/2. - buff) * pixel_scale / 60. area = np.pi*radius**2 nobj_mean = max(area * RANDOM_DENSITY, 1) nobj = rng.poisson(nobj_mean) @@ -81,6 +86,7 @@ def get_shifts( rng=rng, dim=coadd_dim, buff=buff, + pixel_scale=pixel_scale, size=nobj, ) elif layout == 'hex': @@ -88,6 +94,7 @@ def get_shifts( rng=rng, dim=coadd_dim, buff=buff, + pixel_scale=pixel_scale, spacing=HEX_SPACING, ) else: @@ -96,7 +103,7 @@ def get_shifts( return shifts -def get_hex_shifts(*, rng, dim, buff, spacing): +def get_hex_shifts(*, rng, dim, pixel_scale, buff, spacing): """ get a set of hex grid shifts, with random shifts at the pixel scale @@ -108,6 +115,8 @@ def get_hex_shifts(*, rng, dim, buff, spacing): Dimensions of the final image buff: int, optional Buffer region where no objects will be drawn. + pixel_scale: float + pixel scale spacing: float Spacing of the hexagonal lattice @@ -119,7 +128,7 @@ def get_hex_shifts(*, rng, dim, buff, spacing): """ from hexalattice.hexalattice import create_hex_grid - width = (dim - 2*buff) * SCALE + width = (dim - 2*buff) * pixel_scale n_on_side = int(width / spacing) + 1 nx = int(n_on_side * np.sqrt(2)) @@ -157,7 +166,7 @@ def get_hex_shifts(*, rng, dim, buff, spacing): return shifts -def get_grid_shifts(*, rng, dim, buff, spacing): +def get_grid_shifts(*, rng, dim, buff, pixel_scale, spacing): """ get a set of gridded shifts, with random shifts at the pixel scale @@ -169,6 +178,8 @@ def get_grid_shifts(*, rng, dim, buff, spacing): Dimensions of the final image buff: int, optional Buffer region where no objects will be drawn. + pixel_scale: float + pixel scale spacing: float Spacing of the lattice @@ -211,7 +222,7 @@ def get_grid_shifts(*, rng, dim, buff, spacing): return shifts -def get_random_shifts(*, rng, dim, buff, size): +def get_random_shifts(*, rng, dim, buff, pixel_scale, size): """ get a set of random shifts in a square, with random shifts at the pixel scale @@ -224,6 +235,8 @@ def get_random_shifts(*, rng, dim, buff, size): Dimensions of the final image buff: int, optional Buffer region where no objects will be drawn. + pixel_scale: float + pixel scale size: int Number of objects to draw. @@ -251,7 +264,7 @@ def get_random_shifts(*, rng, dim, buff, size): return shifts -def get_random_disk_shifts(*, rng, dim, buff, size): +def get_random_disk_shifts(*, rng, dim, buff, pixel_scale, size): """Gets a set of random shifts on a disk, with random shifts at the pixel scale @@ -263,6 +276,8 @@ def get_random_disk_shifts(*, rng, dim, buff, size): Dimensions of the final image buff: int, optional Buffer region where no objects will be drawn. + pixel_scale: float + pixel scale size: int Number of objects to draw. diff --git a/descwl_shear_sims/stars.py b/descwl_shear_sims/stars.py index fa8bbe4a..0767ca1c 100644 --- a/descwl_shear_sims/stars.py +++ b/descwl_shear_sims/stars.py @@ -89,6 +89,8 @@ class StarCatalog(object): Dimensions of the coadd buff: int, optional Buffer around the edge where no objects are drawn. Default 0. + pixel_scale: float + pixel scale min_density: int, optional Set the minimum density to sample (ignored if density= is sent) max_density: int, optional @@ -100,8 +102,11 @@ class StarCatalog(object): 'random' or 'random_disk' """ def __init__( - self, *, rng, coadd_dim, + self, *, + rng, + coadd_dim, buff=0, + pixel_scale=SCALE, min_density=DEFAULT_MIN_STAR_DENSITY, max_density=DEFAULT_MAX_STAR_DENSITY, density=DEFAULT_DENSITY, @@ -122,10 +127,10 @@ def __init__( if layout == 'random': # this layout is random in a square - area = ((coadd_dim - 2*buff)*SCALE/60)**2 + area = ((coadd_dim - 2*buff)*pixel_scale/60)**2 elif layout == 'random_disk': # this layout is random in a circle - radius = (coadd_dim/2. - buff)*SCALE/60 # unit: arcmin + radius = (coadd_dim/2. - buff)*pixel_scale/60 # unit: arcmin area = np.pi*radius**2 del radius else: @@ -140,6 +145,7 @@ def __init__( rng=rng, coadd_dim=coadd_dim, buff=buff, + pixel_scale=pixel_scale, layout=layout, nobj=nobj, ) diff --git a/descwl_shear_sims/surveys.py b/descwl_shear_sims/surveys.py index 54b03de3..ae2cd4a7 100644 --- a/descwl_shear_sims/surveys.py +++ b/descwl_shear_sims/surveys.py @@ -1,12 +1,9 @@ import numpy as np import descwl -from .constants import ( - ZERO_POINT, - SCALE, -) +from .constants import ZERO_POINT -def get_survey(*, gal_type, band): +def get_survey(*, gal_type, band, survey_name="LSST"): """ Get a survey object @@ -16,6 +13,8 @@ def get_survey(*, gal_type, band): 'fixed', 'varying', or 'wldeblend' band: string e.g. 'r' + survey_name: string + The name of the survey, e.g., LSST, HSC Returns ------- @@ -23,7 +22,7 @@ def get_survey(*, gal_type, band): for gal_type 'fixed' returns BasicSurvey. """ if gal_type == 'wldeblend': - survey = WLDeblendSurvey(band=band) + survey = WLDeblendSurvey(band=band, survey_name=survey_name) elif gal_type in ['fixed', 'varying']: survey = BasicSurvey(band=band) else: @@ -32,7 +31,7 @@ def get_survey(*, gal_type, band): return survey -def rescale_wldeblend_exp(*, survey, exp): +def rescale_wldeblend_exp(*, survey, exp, calib_mag_zero=ZERO_POINT): """ Rescale wldeblend images noise and weight to our zero point @@ -47,7 +46,7 @@ def rescale_wldeblend_exp(*, survey, exp): ------- None """ - fac = get_wldeblend_rescale_fac(survey) + fac = get_wldeblend_rescale_fac(survey, calib_mag_zero) vfac = fac**2 exp.image *= fac @@ -55,7 +54,7 @@ def rescale_wldeblend_exp(*, survey, exp): exp.variance *= vfac -def get_wldeblend_rescale_fac(survey): +def get_wldeblend_rescale_fac(survey, calib_mag_zero): """ Get the factor to rescale wldeblend images to our zero point @@ -63,6 +62,8 @@ def get_wldeblend_rescale_fac(survey): ---------- survey: WLDeblendSurvey The survey object + calib_mag_zero: float + The calibrated magnitude zero point Returns ------- @@ -72,7 +73,7 @@ def get_wldeblend_rescale_fac(survey): s_et = survey.exposure_time # following # https://github.com/LSSTDESC/WeakLensingDeblending/blob/228c6655d63de9edd9bf2c8530f99199ee47fc5e/descwl/survey.py#L143 - return 10.0**(0.4*(ZERO_POINT - 24.0))/s_zp/s_et + return 10.0**(0.4*(calib_mag_zero - 24.0))/s_zp/s_et class WLDeblendSurvey(object): @@ -83,17 +84,17 @@ class WLDeblendSurvey(object): ---------- band: string The band, e.g. 'r' + survey_name: string + The name of the survey, e.g., LSST, HSC """ - def __init__(self, *, band): + def __init__(self, *, band, survey_name): pars = descwl.survey.Survey.get_defaults( - survey_name='LSST', + survey_name=survey_name, filter_band=band, ) - - pars['survey_name'] = 'LSST' - pars['filter_band'] = band - pars['pixel_scale'] = SCALE + pars["survey_name"] = survey_name + pars["filter_band"] = band # note in the way we call the descwl package, the image width # and height is not actually used @@ -132,7 +133,9 @@ def get_flux(self, mag): class BasicSurvey(object): """ - represent a simple survey with common interface + represent a simple survey with common interface. + Note, this is for calibrated images with magnitude zero point set to + ZERO_POINT = 30 Parameters ---------- diff --git a/descwl_shear_sims/tests/test_sim.py b/descwl_shear_sims/tests/test_sim.py index b6fefb68..34f6a59e 100644 --- a/descwl_shear_sims/tests/test_sim.py +++ b/descwl_shear_sims/tests/test_sim.py @@ -496,5 +496,6 @@ def test_sim_draw_method_smoke(draw_method): if __name__ == '__main__': + test_sim_layout("hex", "wldeblend") for rotate in (False, True): test_sim_exp_mag(rotate, show=True) diff --git a/descwl_shear_sims/wcs/dmwcs.py b/descwl_shear_sims/wcs/dmwcs.py index 23e18b0c..ecc6ae08 100644 --- a/descwl_shear_sims/wcs/dmwcs.py +++ b/descwl_shear_sims/wcs/dmwcs.py @@ -59,11 +59,15 @@ def make_dm_wcs(galsim_wcs): metadata.set(key, value) stack_wcs = makeSkyWcs(metadata) + else: + raise RuntimeError( + "Does not support galsim_wcs type: %s" % galsim_wcs.wcs_type + ) return stack_wcs -def make_coadd_dm_wcs(coadd_dim): +def make_coadd_dm_wcs(coadd_dim, pixel_scale=SCALE): """ make a coadd wcs, using the default world origin. Create a bbox within larger box @@ -73,6 +77,8 @@ def make_coadd_dm_wcs(coadd_dim): coadd_origin: int Origin in pixels of the coadd, can be within a larger pixel grid e.g. tract surrounding the patch + pixel_scale: float + pixel scale Returns -------- @@ -97,7 +103,7 @@ def make_coadd_dm_wcs(coadd_dim): ) coadd_wcs = make_dm_wcs( make_wcs( - scale=SCALE, + scale=pixel_scale, image_origin=gs_coadd_origin, world_origin=WORLD_ORIGIN, ) @@ -105,7 +111,7 @@ def make_coadd_dm_wcs(coadd_dim): return coadd_wcs, coadd_bbox -def make_coadd_dm_wcs_simple(coadd_dim): +def make_coadd_dm_wcs_simple(coadd_dim, pixel_scale=SCALE): """ make a coadd wcs, using the default world origin. @@ -114,6 +120,8 @@ def make_coadd_dm_wcs_simple(coadd_dim): coadd_origin: int Origin in pixels of the coadd, can be within a larger pixel grid e.g. tract surrounding the patch + pixel_scale: float + pixel scale Returns -------- @@ -129,7 +137,7 @@ def make_coadd_dm_wcs_simple(coadd_dim): ) coadd_wcs = make_dm_wcs( make_wcs( - scale=SCALE, + scale=pixel_scale, image_origin=gs_coadd_origin, world_origin=WORLD_ORIGIN, ) diff --git a/descwl_shear_sims/wcs/wcstools.py b/descwl_shear_sims/wcs/wcstools.py index 3e6a03b4..435f9150 100644 --- a/descwl_shear_sims/wcs/wcstools.py +++ b/descwl_shear_sims/wcs/wcstools.py @@ -45,7 +45,7 @@ def make_wcs(*, scale, image_origin, world_origin, theta=None): ) -def make_coadd_wcs(coadd_dim): +def make_coadd_wcs(coadd_dim, pixel_scale=SCALE): """ make a coadd wcs, using the default world origin @@ -53,6 +53,8 @@ def make_coadd_wcs(coadd_dim): ---------- coadd_dim: int dimensions of the coadd + pixel_scale: float + pixel scale Returns -------- @@ -62,7 +64,7 @@ def make_coadd_wcs(coadd_dim): coadd_cen = (np.array(coadd_dims)-1)/2 coadd_origin = galsim.PositionD(x=coadd_cen[1], y=coadd_cen[0]) return make_wcs( - scale=SCALE, + scale=pixel_scale, image_origin=coadd_origin, world_origin=WORLD_ORIGIN, ) From be51fabda20a127efefcf3074fc4657085508285 Mon Sep 17 00:00:00 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z==zictl%s4cKXd>-(h`FI{bQSiKAUaOBd1X4 z?_Z3QE00oMX*?*{OV9QCWTAVVv=Y}}--kW=E#cnl6u~ee8Ts;YDtz+>HP_bD)ZQb?lswgN#)?B^ELQQf4ohm8mI6Ot zNPV~W#t3FNo9NOyDVIVyJRhWt)BP5l@GhM74{gA49bKv6;1F^<_7jYDu7Q;&-e8nk zJ9fEZB%F^LEJo&Jflb^s$bB`3wI+_nX!F^uJFpX#z2NhCrxlB ztZ^5QHunLKl3F~F>@0Vf;DH;C=EF|e7U5t?F64EWSfDl;JC-!Ctz#9tZW=50T@yhM zkB<`vTQ>_wKUfP-EB1-j%g+mxA$h$zqE5tUZ(B z%p_jhKY`NwOWC_I>#^@*MHgX{=Q2NO$6&z>cWt9G#OwmHNYlhR7H2)FX?1y9~wDO=>j#`+Mr# z_!G)(PQxzGOBC8TLMZz_3zm$w=lPSB2T?UEkCl^!B~OO)FQ6 b@!Pftj|LmVUA+tRMs0z@|Ns0ydj Date: Fri, 8 Dec 2023 12:47:28 +0900 Subject: [PATCH 03/20] add unit tests for hsc-like simulations --- descwl_shear_sims/__init__.py | 5 ++ descwl_shear_sims/galaxies.py | 15 +++++- descwl_shear_sims/psfs/fixed_psf.py | 2 +- descwl_shear_sims/shifts.py | 29 ++++++------ descwl_shear_sims/sim.py | 52 +++++++++++++++------ descwl_shear_sims/stars.py | 10 +++- descwl_shear_sims/surveys.py | 12 +++-- descwl_shear_sims/tests/test_consistency.py | 4 +- descwl_shear_sims/tests/test_sim.py | 33 +++++++++++++ 9 files changed, 127 insertions(+), 35 deletions(-) diff --git a/descwl_shear_sims/__init__.py b/descwl_shear_sims/__init__.py index 7c787c39..192c52d1 100644 --- a/descwl_shear_sims/__init__.py +++ b/descwl_shear_sims/__init__.py @@ -1,4 +1,9 @@ # flake8: noqa +import os +__test_dir__ = os.path.join( + os.path.dirname(os.path.abspath(__file__)), + "tests", +) from .version import __version__ from . import sim diff --git a/descwl_shear_sims/galaxies.py b/descwl_shear_sims/galaxies.py index 91b21477..6b390b9e 100644 --- a/descwl_shear_sims/galaxies.py +++ b/descwl_shear_sims/galaxies.py @@ -25,6 +25,7 @@ def make_galaxy_catalog( gal_type, coadd_dim=None, buff=0, + pixel_scale=SCALE, layout=None, gal_config=None, sep=None, @@ -163,7 +164,17 @@ class FixedGalaxyCatalog(object): morph: str Galaxy morphology, 'exp', 'dev' or 'bd', 'bdk'. Default 'exp' """ - def __init__(self, *, rng, coadd_dim, layout, mag, hlr, buff=0, morph='exp'): + def __init__( + self, *, + rng, + coadd_dim, + layout, + mag, + hlr, + buff=0, + pixel_scale=SCALE, + morph='exp' + ): self.gal_type = 'fixed' self.morph = morph self.mag = mag @@ -173,6 +184,7 @@ def __init__(self, *, rng, coadd_dim, layout, mag, hlr, buff=0, morph='exp'): rng=rng, coadd_dim=coadd_dim, buff=buff, + pixel_scale=SCALE, layout=layout, ) @@ -644,6 +656,7 @@ def __init__( rng=rng, coadd_dim=coadd_dim, buff=buff, + pixel_scale=pixel_scale, layout=layout, nobj=nobj, ) diff --git a/descwl_shear_sims/psfs/fixed_psf.py b/descwl_shear_sims/psfs/fixed_psf.py index 600b1459..6531807d 100644 --- a/descwl_shear_sims/psfs/fixed_psf.py +++ b/descwl_shear_sims/psfs/fixed_psf.py @@ -12,7 +12,7 @@ def make_fixed_psf(*, psf_type, psf_fwhm=FIXED_PSF_FWHM): psf_type: string 'gauss' or 'moffat' psf_fwhm: float - FWHM of PSF + FWHM of PSF in units of arcsec Returns ------- diff --git a/descwl_shear_sims/shifts.py b/descwl_shear_sims/shifts.py index bc9d94a2..3809ada7 100644 --- a/descwl_shear_sims/shifts.py +++ b/descwl_shear_sims/shifts.py @@ -44,7 +44,7 @@ def get_shifts( if sep is None: raise ValueError(f'send sep= for layout {layout}') - shifts = get_pair_shifts(rng=rng, sep=sep) + shifts = get_pair_shifts(rng=rng, sep=sep, pixel_scale=pixel_scale) else: if coadd_dim is None: @@ -103,7 +103,7 @@ def get_shifts( return shifts -def get_hex_shifts(*, rng, dim, pixel_scale, buff, spacing): +def get_hex_shifts(*, rng, dim, buff, pixel_scale, spacing): """ get a set of hex grid shifts, with random shifts at the pixel scale @@ -145,8 +145,8 @@ def get_hex_shifts(*, rng, dim, pixel_scale, buff, spacing): vpos = hg[:, 1].ravel() # dither - upos += SCALE * rng.uniform(low=-0.5, high=0.5, size=upos.shape[0]) - vpos += SCALE * rng.uniform(low=-0.5, high=0.5, size=vpos.shape[0]) + upos += pixel_scale * rng.uniform(low=-0.5, high=0.5, size=upos.shape[0]) + vpos += pixel_scale * rng.uniform(low=-0.5, high=0.5, size=vpos.shape[0]) pos_bounds = (-width/2, width/2) msk = ( @@ -190,8 +190,8 @@ def get_grid_shifts(*, rng, dim, buff, pixel_scale, spacing): arcsec """ - width = (dim - 2*buff) * SCALE - n_on_side = int(dim / spacing * SCALE) + width = (dim - 2*buff) * pixel_scale + n_on_side = int(dim / spacing * pixel_scale) ntot = n_on_side**2 @@ -203,8 +203,8 @@ def get_grid_shifts(*, rng, dim, buff, pixel_scale, spacing): i = 0 for ix in range(n_on_side): for iy in range(n_on_side): - dx = grid[ix] + SCALE*rng.uniform(low=-0.5, high=0.5) - dy = grid[iy] + SCALE*rng.uniform(low=-0.5, high=0.5) + dx = grid[ix] + pixel_scale * rng.uniform(low=-0.5, high=0.5) + dy = grid[iy] + pixel_scale * rng.uniform(low=-0.5, high=0.5) shifts['dx'][i] = dx shifts['dy'][i] = dy @@ -253,8 +253,8 @@ def get_random_shifts(*, rng, dim, buff, pixel_scale, size): # prevent user using a buffer that is too large raise ValueError("dim - 2*buff < 0") - low = -halfwidth*SCALE - high = halfwidth*SCALE + low = -halfwidth * pixel_scale + high = halfwidth * pixel_scale shifts = np.zeros(size, dtype=[('dx', 'f8'), ('dy', 'f8')]) @@ -288,9 +288,8 @@ def get_random_disk_shifts(*, rng, dim, buff, pixel_scale, size): arcsec """ - radius = (dim - 2*buff) / 2.0*SCALE + radius = (dim - 2*buff) / 2.0 * pixel_scale if radius < 0: - print(dim, buff, radius) # prevent user using a buffer that is too large raise ValueError("dim - 2*buff < 0") radius_square = radius**2. @@ -305,7 +304,7 @@ def get_random_disk_shifts(*, rng, dim, buff, pixel_scale, size): return shifts -def get_pair_shifts(*, rng, sep): +def get_pair_shifts(*, rng, sep, pixel_scale=SCALE): """ get a set of gridded shifts, with random shifts at the pixel scale @@ -315,6 +314,8 @@ def get_pair_shifts(*, rng, sep): The random number generator sep: float Separation of pair in arcsec + pixel_scale: float + pixel scale Returns ------- @@ -328,7 +329,7 @@ def get_pair_shifts(*, rng, sep): angle = rng.uniform(low=0, high=np.pi) shift_radius = sep / 2 - xdither, ydither = SCALE*rng.uniform(low=-0.5, high=0.5, size=2) + xdither, ydither = pixel_scale * rng.uniform(low=-0.5, high=0.5, size=2) dx1 = np.cos(angle)*shift_radius dy1 = np.sin(angle)*shift_radius diff --git a/descwl_shear_sims/sim.py b/descwl_shear_sims/sim.py index ade8349b..c178e0be 100644 --- a/descwl_shear_sims/sim.py +++ b/descwl_shear_sims/sim.py @@ -71,6 +71,8 @@ def make_sim( star_bleeds=False, sky_n_sigma=None, draw_method='auto', + calib_mag_zero=ZERO_POINT, + survey_name="LSST", theta0=0., g1=None, g2=None, @@ -127,6 +129,8 @@ def make_sim( theta0: float, optional rotation angle of intrinsic galaxies and positions [for ring test], default 0, in units of radians + g1,g2: float optional + reduced shear distortions Returns ------- @@ -144,7 +148,16 @@ def make_sim( se_wcs: list of WCS """ - coadd_wcs, coadd_bbox = make_coadd_dm_wcs(coadd_dim) + pixel_scale = get_survey( + gal_type=galaxy_catalog.gal_type, + band=bands[0], + survey_name=survey_name, + ).pixel_scale + + coadd_wcs, coadd_bbox = make_coadd_dm_wcs( + coadd_dim, + pixel_scale=pixel_scale, + ) coadd_bbox_cen_gs_skypos = get_coadd_center_gs_pos( coadd_wcs=coadd_wcs, coadd_bbox=coadd_bbox, ) @@ -158,8 +171,11 @@ def make_sim( bright_info = [] se_wcs = [] for band in bands: - - survey = get_survey(gal_type=galaxy_catalog.gal_type, band=band) + survey = get_survey( + gal_type=galaxy_catalog.gal_type, + band=band, + survey_name=survey_name, + ) noise_for_gsparams = survey.noise*noise_factor noise_per_epoch = survey.noise*np.sqrt(epochs_per_band)*noise_factor @@ -214,19 +230,23 @@ def make_sim( se_wcs.append(this_se_wcs) if galaxy_catalog.gal_type == 'wldeblend': + # rescale the image to calibrate it to magnitude zero point + # = calib_mag_zero rescale_wldeblend_exp( survey=survey.descwl_survey, exp=exp, + calib_mag_zero=calib_mag_zero, ) - # mark high pixels SAT and also set sat value in image for - # any pixels already marked SAT - saturate_image_and_mask( - image=exp.image.array, - bmask=exp.mask.array, - sat_val=BAND_SAT_VALS[band], - flagval=get_flagval('SAT'), - ) + if survey_name == "LSST": + # mark high pixels SAT and also set sat value in image for + # any pixels already marked SAT + saturate_image_and_mask( + image=exp.image.array, + bmask=exp.mask.array, + sat_val=BAND_SAT_VALS[band], + flagval=get_flagval('SAT'), + ) bdata_list.append(exp) @@ -274,6 +294,8 @@ def make_exp( sky_n_sigma=None, draw_method='auto', theta0=0., + pixel_scale=SCALE, + calib_mag_zero=ZERO_POINT, ): """ Make an SEObs @@ -334,6 +356,10 @@ def make_exp( theta0: float rotation angle of intrinsic galaxies and positions [for ring test], default 0, in units of radians + pixel_scale: float + pixel scale in arcsec + calib_mag_zero: float + magnitude zero point after calibration Returns ------- exp: lsst.afw.image.ExposureF @@ -363,7 +389,7 @@ def make_exp( # galsim wcs se_wcs = make_wcs( - scale=SCALE, + scale=pixel_scale, theta=theta, image_origin=se_origin, world_origin=coadd_bbox_cen_gs_skypos, @@ -441,7 +467,7 @@ def make_exp( # It can be retrieved as follow # zero_flux= exposure.getPhotoCalib().getInstFluxAtZeroMagnitude() # magz = np.log10(zero_flux)*2.5 # magnitude zero point - zero_flux = 10.**(0.4*ZERO_POINT) + zero_flux = 10. ** (0.4 * calib_mag_zero) photoCalib = afw_image.makePhotoCalibFromCalibZeroPoint(zero_flux) exp.setPhotoCalib(photoCalib) diff --git a/descwl_shear_sims/stars.py b/descwl_shear_sims/stars.py index 0767ca1c..a78fb416 100644 --- a/descwl_shear_sims/stars.py +++ b/descwl_shear_sims/stars.py @@ -44,7 +44,14 @@ def get_star_config(config=None): return out_config -def make_star_catalog(rng, coadd_dim, buff=0, star_config=None, layout='random'): +def make_star_catalog( + rng, + coadd_dim, + buff=0, + pixel_scale=SCALE, + star_config=None, + layout='random', +): """ Creat a StarCatalog @@ -70,6 +77,7 @@ def make_star_catalog(rng, coadd_dim, buff=0, star_config=None, layout='random') rng=rng, coadd_dim=coadd_dim, buff=buff, + pixel_scale=pixel_scale, density=star_config['density'], min_density=star_config['min_density'], max_density=star_config['max_density'], diff --git a/descwl_shear_sims/surveys.py b/descwl_shear_sims/surveys.py index ae2cd4a7..51c8bc6f 100644 --- a/descwl_shear_sims/surveys.py +++ b/descwl_shear_sims/surveys.py @@ -1,6 +1,6 @@ import numpy as np import descwl -from .constants import ZERO_POINT +from .constants import SCALE, ZERO_POINT def get_survey(*, gal_type, band, survey_name="LSST"): @@ -71,8 +71,9 @@ def get_wldeblend_rescale_fac(survey, calib_mag_zero): """ s_zp = survey.zero_point s_et = survey.exposure_time - # following + # wldeblend use electrons as default unit # https://github.com/LSSTDESC/WeakLensingDeblending/blob/228c6655d63de9edd9bf2c8530f99199ee47fc5e/descwl/survey.py#L143 + # this function is to calibrate the image to units nano Jy return 10.0**(0.4*(calib_mag_zero - 24.0))/s_zp/s_et @@ -110,8 +111,10 @@ def __init__(self, *, band, survey_name): svy = descwl.survey.Survey(**pars) self.noise = np.sqrt(svy.mean_sky_level) - self.descwl_survey = svy + self.pixel_scale: float = float(pars['pixel_scale']) + if survey_name == "HSC": + self.pixel_scale = 0.168 @property def filter_band(self): @@ -135,7 +138,7 @@ class BasicSurvey(object): """ represent a simple survey with common interface. Note, this is for calibrated images with magnitude zero point set to - ZERO_POINT = 30 + ZERO_POINT = 30 (see the constant.py file) Parameters ---------- @@ -146,6 +149,7 @@ def __init__(self, *, band): self.band = band self.noise = 1.0 self.filter_band = band + self.pixel_scale: float = SCALE def get_flux(self, mag): """ diff --git a/descwl_shear_sims/tests/test_consistency.py b/descwl_shear_sims/tests/test_consistency.py index dacd5272..839832cf 100644 --- a/descwl_shear_sims/tests/test_consistency.py +++ b/descwl_shear_sims/tests/test_consistency.py @@ -6,6 +6,7 @@ import lsst.afw.geom as afw_geom from descwl_shear_sims.sim import make_sim +from descwl_shear_sims import __test_dir__ from descwl_shear_sims.galaxies import make_galaxy_catalog from descwl_shear_sims.stars import StarCatalog, make_star_catalog from descwl_shear_sims.psfs import make_fixed_psf @@ -51,7 +52,8 @@ def test_sim_consistency(gal_type): ) data = _["band_data"]["i"][0].getMaskedImage().getImage().getArray() - data_ref = pyfits.getdata("image_%s_232d7f1.fits" % gal_type) + fname = os.path.join(__test_dir__, "image_%s_232d7f1.fits" % gal_type) + data_ref = pyfits.getdata(fname) assert np.max(np.abs(data-data_ref)) < 1e-9 return diff --git a/descwl_shear_sims/tests/test_sim.py b/descwl_shear_sims/tests/test_sim.py index 34f6a59e..7bde1008 100644 --- a/descwl_shear_sims/tests/test_sim.py +++ b/descwl_shear_sims/tests/test_sim.py @@ -495,7 +495,40 @@ def test_sim_draw_method_smoke(draw_method): ) +@pytest.mark.parametrize( + "psf_fwhm", + [0.6, 0.7], +) +def test_sim_hsc(psf_fwhm): + seed = 7421 + coadd_dim = 201 + rng = np.random.RandomState(seed) + + galaxy_catalog = make_galaxy_catalog( + rng=rng, + gal_type="wldeblend", + coadd_dim=coadd_dim, + buff=10, + pixel_scale=0.168, + layout="random", + ) + + psf = make_fixed_psf( + psf_type="moffat", + psf_fwhm=psf_fwhm, + ) + _ = make_sim( + rng=rng, + galaxy_catalog=galaxy_catalog, + coadd_dim=coadd_dim, + shear_obj=shear_obj, + psf=psf, + calib_mag_zero=27, + survey_name="HSC", + ) + if __name__ == '__main__': test_sim_layout("hex", "wldeblend") + test_sim_hsc(0.6) for rotate in (False, True): test_sim_exp_mag(rotate, show=True) From 8bb3da35dd1c25e14cc03800af150af548880052 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Fri, 8 Dec 2023 12:56:20 +0900 Subject: [PATCH 04/20] add another conissitency test --- descwl_shear_sims/tests/test_consistency.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/descwl_shear_sims/tests/test_consistency.py b/descwl_shear_sims/tests/test_consistency.py index 839832cf..985e9e6f 100644 --- a/descwl_shear_sims/tests/test_consistency.py +++ b/descwl_shear_sims/tests/test_consistency.py @@ -15,7 +15,7 @@ shear_obj = ShearConstant(g1=0.02, g2=0.) -@pytest.mark.parametrize('gal_type', ['wldeblend']) +@pytest.mark.parametrize('gal_type', ['wldeblend', 'fixed']) def test_sim_consistency(gal_type): seed = 7421 coadd_dim = 201 @@ -59,3 +59,4 @@ def test_sim_consistency(gal_type): if __name__ == '__main__': test_sim_consistency("wldeblend") + test_sim_consistency("fixed") From 7585a96552817ffd1815ed3b77c0b29fc4db84e0 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Fri, 8 Dec 2023 13:11:09 +0900 Subject: [PATCH 05/20] add unit tests to check backward consistency --- .../tests/image_fixed_232d7f1.fits | Bin 0 -> 181440 bytes descwl_shear_sims/tests/test_consistency.py | 7 ++++--- descwl_shear_sims/tests/test_sim.py | 19 +++++++++++++++--- 3 files changed, 20 insertions(+), 6 deletions(-) create mode 100644 descwl_shear_sims/tests/image_fixed_232d7f1.fits diff --git a/descwl_shear_sims/tests/image_fixed_232d7f1.fits b/descwl_shear_sims/tests/image_fixed_232d7f1.fits new file mode 100644 index 0000000000000000000000000000000000000000..5937954011d8e2ebaa8269a5e8dcc9492fdae2e5 GIT binary patch literal 181440 zcmeFYX;h8j`!?L9c_NBRDoSWjNvXZBb1Tgvm7$1AQPNywZk{v|DoL}F63wamI(LQ? 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lsst.afw.image as afw_image -import lsst.afw.geom as afw_geom from descwl_shear_sims.sim import make_sim from descwl_shear_sims import __test_dir__ from descwl_shear_sims.galaxies import make_galaxy_catalog -from descwl_shear_sims.stars import StarCatalog, make_star_catalog +from descwl_shear_sims.stars import StarCatalog from descwl_shear_sims.psfs import make_fixed_psf from descwl_shear_sims.shear import ShearConstant + shear_obj = ShearConstant(g1=0.02, g2=0.) + @pytest.mark.parametrize('gal_type', ['wldeblend', 'fixed']) def test_sim_consistency(gal_type): seed = 7421 @@ -57,6 +57,7 @@ def test_sim_consistency(gal_type): assert np.max(np.abs(data-data_ref)) < 1e-9 return + if __name__ == '__main__': test_sim_consistency("wldeblend") test_sim_consistency("fixed") diff --git a/descwl_shear_sims/tests/test_sim.py b/descwl_shear_sims/tests/test_sim.py index 7bde1008..d9502276 100644 --- a/descwl_shear_sims/tests/test_sim.py +++ b/descwl_shear_sims/tests/test_sim.py @@ -502,15 +502,27 @@ def test_sim_draw_method_smoke(draw_method): def test_sim_hsc(psf_fwhm): seed = 7421 coadd_dim = 201 + buff = 10 + layout="random" rng = np.random.RandomState(seed) + calib_mag_zero=27 galaxy_catalog = make_galaxy_catalog( rng=rng, gal_type="wldeblend", coadd_dim=coadd_dim, - buff=10, + buff=buff, pixel_scale=0.168, - layout="random", + layout=layout, + ) + + star_catalog = StarCatalog( + rng=rng, + coadd_dim=coadd_dim, + buff=buff, + density=10, + pixel_scale=0.168, + layout=layout, ) psf = make_fixed_psf( @@ -523,10 +535,11 @@ def test_sim_hsc(psf_fwhm): coadd_dim=coadd_dim, shear_obj=shear_obj, psf=psf, - calib_mag_zero=27, + calib_mag_zero=calib_mag_zero, survey_name="HSC", ) + if __name__ == '__main__': test_sim_layout("hex", "wldeblend") test_sim_hsc(0.6) From 2961179f4345b22539224ee3ff586ea60d845cb3 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Fri, 8 Dec 2023 13:27:35 +0900 Subject: [PATCH 06/20] commit --- descwl_shear_sims/tests/test_sim.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/descwl_shear_sims/tests/test_sim.py b/descwl_shear_sims/tests/test_sim.py index d9502276..039d1363 100644 --- a/descwl_shear_sims/tests/test_sim.py +++ b/descwl_shear_sims/tests/test_sim.py @@ -503,9 +503,9 @@ def test_sim_hsc(psf_fwhm): seed = 7421 coadd_dim = 201 buff = 10 - layout="random" + layout = "random" rng = np.random.RandomState(seed) - calib_mag_zero=27 + calib_mag_zero = 27 galaxy_catalog = make_galaxy_catalog( rng=rng, @@ -535,6 +535,7 @@ def test_sim_hsc(psf_fwhm): coadd_dim=coadd_dim, shear_obj=shear_obj, psf=psf, + star_catalog=star_catalog, calib_mag_zero=calib_mag_zero, survey_name="HSC", ) From 3d4eb69fb51a3ecde1c7583af99bd87d1182beb0 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Fri, 8 Dec 2023 13:41:52 +0900 Subject: [PATCH 07/20] remove the test consistency, different result for different np version --- descwl_shear_sims/__init__.py | 5 -- .../tests/image_fixed_232d7f1.fits | Bin 181440 -> 0 bytes .../tests/image_wldeblend_232d7f1.fits | Bin 181440 -> 0 bytes descwl_shear_sims/tests/test_consistency.py | 63 ------------------ 4 files changed, 68 deletions(-) delete mode 100644 descwl_shear_sims/tests/image_fixed_232d7f1.fits delete mode 100644 descwl_shear_sims/tests/image_wldeblend_232d7f1.fits delete mode 100644 descwl_shear_sims/tests/test_consistency.py diff --git a/descwl_shear_sims/__init__.py b/descwl_shear_sims/__init__.py index 192c52d1..7c787c39 100644 --- a/descwl_shear_sims/__init__.py +++ b/descwl_shear_sims/__init__.py @@ -1,9 +1,4 @@ # flake8: noqa -import os -__test_dir__ = os.path.join( - os.path.dirname(os.path.abspath(__file__)), - "tests", -) from .version import __version__ from . import sim diff --git a/descwl_shear_sims/tests/image_fixed_232d7f1.fits b/descwl_shear_sims/tests/image_fixed_232d7f1.fits deleted file mode 100644 index 5937954011d8e2ebaa8269a5e8dcc9492fdae2e5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 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ze(nzEzz+;hrEHw4d=Y4+{v`FP6m;1qxu#7& z!K-sk@a1AFiLZabdC3<#Z_rpYpX~s>;{H-cpJ;a2FqoilCC<*0I;ca3vQE`?*}un+ z==zictl%s4cKXd>-(h`FI{bQSiKAUaOBd1X4 z?_Z3QE00oMX*?*{OV9QCWTAVVv=Y}}--kW=E#cnl6u~ee8Ts;YDtz+>HP_bD)ZQb?lswgN#)?B^ELQQf4ohm8mI6Ot zNPV~W#t3FNo9NOyDVIVyJRhWt)BP5l@GhM74{gA49bKv6;1F^<_7jYDu7Q;&-e8nk zJ9fEZB%F^LEJo&Jflb^s$bB`3wI+_nX!F^uJFpX#z2NhCrxlB ztZ^5QHunLKl3F~F>@0Vf;DH;C=EF|e7U5t?F64EWSfDl;JC-!Ctz#9tZW=50T@yhM zkB<`vTQ>_wKUfP-EB1-j%g+mxA$h$zqE5tUZ(B z%p_jhKY`NwOWC_I>#^@*MHgX{=Q2NO$6&z>cWt9G#OwmHNYlhR7H2)FX?1y9~wDO=>j#`+Mr# z_!G)(PQxzGOBC8TLMZz_3zm$w=lPSB2T?UEkCl^!B~OO)FQ6 b@!Pftj|LmVUA+tRMs0z@|Ns0ydj Date: Sat, 9 Dec 2023 06:03:31 +0900 Subject: [PATCH 08/20] small update --- descwl_shear_sims/sim.py | 8 +++++--- descwl_shear_sims/surveys.py | 8 ++++++++ shear_meas_tests/test_shear_meas.py | 1 + shear_meas_tests/test_shear_meas_zshear_metacal.py | 1 + .../test_shear_meas_zshear_metacal_compatible.py | 2 +- 5 files changed, 16 insertions(+), 4 deletions(-) diff --git a/descwl_shear_sims/sim.py b/descwl_shear_sims/sim.py index c178e0be..bba8b147 100644 --- a/descwl_shear_sims/sim.py +++ b/descwl_shear_sims/sim.py @@ -8,7 +8,7 @@ from .lsst_bits import get_flagval from .saturation import saturate_image_and_mask, BAND_SAT_VALS -from .surveys import get_survey, rescale_wldeblend_exp +from .surveys import get_survey, rescale_wldeblend_exp, DEFAULT_SURVEY_BANDS from .constants import SCALE, ZERO_POINT from .artifacts import add_bleed, get_max_mag_with_bleed from .masking import ( @@ -45,6 +45,7 @@ "cosmic_rays": False, "bad_columns": False, "sky_n_sigma": None, + "survey_name": "LSST", } @@ -147,10 +148,11 @@ def make_sim( has_bleed: bool, True if there is a bleed trail se_wcs: list of WCS """ - + # Get the pixel scale using a default band from the survey + _bd = deepcopy(DEFAULT_SURVEY_BANDS)[survey_name] pixel_scale = get_survey( gal_type=galaxy_catalog.gal_type, - band=bands[0], + band=_bd, survey_name=survey_name, ).pixel_scale diff --git a/descwl_shear_sims/surveys.py b/descwl_shear_sims/surveys.py index 51c8bc6f..94627d76 100644 --- a/descwl_shear_sims/surveys.py +++ b/descwl_shear_sims/surveys.py @@ -2,6 +2,14 @@ import descwl from .constants import SCALE, ZERO_POINT +DEFAULT_SURVEY_BANDS = { + "LSST": "r", + "HSC": "i", + "DES": "r", + "EUCLID": "VIS", + "CFHT": "i", +} + def get_survey(*, gal_type, band, survey_name="LSST"): """ diff --git a/shear_meas_tests/test_shear_meas.py b/shear_meas_tests/test_shear_meas.py index 64d02161..9e8c0cd1 100644 --- a/shear_meas_tests/test_shear_meas.py +++ b/shear_meas_tests/test_shear_meas.py @@ -270,5 +270,6 @@ def test_shear_meas(layout, ntrial): assert np.abs(m) < max(1e-3, 3*merr) assert np.abs(c) < 3*cerr + if __name__ == "__main__": test_shear_meas(layout="random", ntrial=30) diff --git a/shear_meas_tests/test_shear_meas_zshear_metacal.py b/shear_meas_tests/test_shear_meas_zshear_metacal.py index 68bbeea3..d96dab02 100644 --- a/shear_meas_tests/test_shear_meas_zshear_metacal.py +++ b/shear_meas_tests/test_shear_meas_zshear_metacal.py @@ -293,5 +293,6 @@ def test_shear_meas(layout, gal_type, ntrial): assert np.abs(c) < 3*cerr return + if __name__ == "__main__": test_shear_meas(layout="grid", gal_type="wldeblend", ntrial=50) diff --git a/shear_meas_tests/test_shear_meas_zshear_metacal_compatible.py b/shear_meas_tests/test_shear_meas_zshear_metacal_compatible.py index 0b67fac0..f79f8fa2 100644 --- a/shear_meas_tests/test_shear_meas_zshear_metacal_compatible.py +++ b/shear_meas_tests/test_shear_meas_zshear_metacal_compatible.py @@ -8,7 +8,6 @@ from metadetect.lsst.metadetect import run_metadetect import descwl_shear_sims as sim -from descwl_shear_sims.shear import ShearRedshift CONFIG = { @@ -274,5 +273,6 @@ def test_shear_meas(layout, ntrial): assert np.abs(c) < 3*cerr return + if __name__ == "__main__": test_shear_meas(layout="grid", ntrial=10) From aee3224375781ba6bdbf94092947ba9299efae01 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Sat, 9 Dec 2023 18:28:30 +0900 Subject: [PATCH 09/20] update unit tests-- testing the pixel scale, mag zero point is correctly set --- descwl_shear_sims/galaxies.py | 30 +++++++- descwl_shear_sims/sim.py | 2 + descwl_shear_sims/surveys.py | 2 +- descwl_shear_sims/tests/test_sim.py | 110 +++++++++++++++++++++++++--- 4 files changed, 130 insertions(+), 14 deletions(-) diff --git a/descwl_shear_sims/galaxies.py b/descwl_shear_sims/galaxies.py index 6b390b9e..ab8979c5 100644 --- a/descwl_shear_sims/galaxies.py +++ b/descwl_shear_sims/galaxies.py @@ -40,6 +40,8 @@ def make_galaxy_catalog( buff: int, optional Buffer around the edge where no objects are drawn. Ignored for layout 'grid'. Default 0. + pixel_scale: float + pixel scale in arcsec layout: string, optional 'grid' or 'random'. Ignored for gal_type "wldeblend", otherwise required. @@ -83,6 +85,7 @@ def make_galaxy_catalog( rng=rng, coadd_dim=coadd_dim, buff=buff, + pixel_scale=pixel_scale, layout=layout, ) elif gal_type in ['fixed', 'varying', 'exp']: # TODO remove exp @@ -100,6 +103,7 @@ def make_galaxy_catalog( rng=rng, coadd_dim=coadd_dim, buff=buff, + pixel_scale=pixel_scale, layout=layout, mag=gal_config['mag'], hlr=gal_config['hlr'], @@ -161,6 +165,8 @@ class FixedGalaxyCatalog(object): buff: int, optional Buffer region with no objects, on all sides of image. Ingored for layout 'grid'. Default 0. + pixel_scale: float + pixel scale in arcsec morph: str Galaxy morphology, 'exp', 'dev' or 'bd', 'bdk'. Default 'exp' """ @@ -271,13 +277,31 @@ class GalaxyCatalog(FixedGalaxyCatalog): buff: int, optional Buffer region with no objects, on all sides of image. Ingored for layout 'grid'. Default 0. + pixel_scale: float + pixel scale in arcsec morph: str Galaxy morphology, 'exp', 'dev' or 'bd', 'bdk'. Default 'exp' """ - def __init__(self, *, rng, coadd_dim, layout, mag, hlr, buff=0, morph='exp'): + def __init__( + self, *, + rng, + coadd_dim, + layout, + mag, + hlr, + buff=0, + pixel_scale=SCALE, + morph='exp' + ): super().__init__( - rng=rng, coadd_dim=coadd_dim, buff=buff, layout=layout, - mag=mag, hlr=hlr, morph=morph, + rng=rng, + coadd_dim=coadd_dim, + buff=buff, + pixel_scale=pixel_scale, + layout=layout, + mag=mag, + hlr=hlr, + morph=morph, ) self.gal_type = 'varying' diff --git a/descwl_shear_sims/sim.py b/descwl_shear_sims/sim.py index bba8b147..bfeb6c99 100644 --- a/descwl_shear_sims/sim.py +++ b/descwl_shear_sims/sim.py @@ -226,6 +226,8 @@ def make_sim( sky_n_sigma=sky_n_sigma, draw_method=draw_method, theta0=theta0, + pixel_scale=pixel_scale, + calib_mag_zero=calib_mag_zero, ) if epoch == 0: bright_info += this_bright_info diff --git a/descwl_shear_sims/surveys.py b/descwl_shear_sims/surveys.py index 94627d76..8a845a01 100644 --- a/descwl_shear_sims/surveys.py +++ b/descwl_shear_sims/surveys.py @@ -6,7 +6,7 @@ "LSST": "r", "HSC": "i", "DES": "r", - "EUCLID": "VIS", + "Euclid": "VIS", "CFHT": "i", } diff --git a/descwl_shear_sims/tests/test_sim.py b/descwl_shear_sims/tests/test_sim.py index 039d1363..2475718d 100644 --- a/descwl_shear_sims/tests/test_sim.py +++ b/descwl_shear_sims/tests/test_sim.py @@ -1,8 +1,10 @@ import os import pytest import numpy as np +from copy import deepcopy import lsst.afw.image as afw_image import lsst.afw.geom as afw_geom +from descwl_shear_sims.surveys import get_survey, DEFAULT_SURVEY_BANDS from descwl_shear_sims.galaxies import make_galaxy_catalog, DEFAULT_FIXED_GAL_CONFIG from descwl_shear_sims.stars import StarCatalog, make_star_catalog @@ -499,20 +501,28 @@ def test_sim_draw_method_smoke(draw_method): "psf_fwhm", [0.6, 0.7], ) -def test_sim_hsc(psf_fwhm): +def test_sim_hsc(psf_fwhm=0.6): seed = 7421 coadd_dim = 201 - buff = 10 + buff = 20 layout = "random" rng = np.random.RandomState(seed) calib_mag_zero = 27 + survey_name = "HSC" + gal_type = "wldeblend" + + pixel_scale = get_survey( + gal_type=gal_type, + band=deepcopy(DEFAULT_SURVEY_BANDS)[survey_name], + survey_name=survey_name, + ).pixel_scale galaxy_catalog = make_galaxy_catalog( rng=rng, - gal_type="wldeblend", + gal_type=gal_type, coadd_dim=coadd_dim, buff=buff, - pixel_scale=0.168, + pixel_scale=pixel_scale, layout=layout, ) @@ -521,7 +531,7 @@ def test_sim_hsc(psf_fwhm): coadd_dim=coadd_dim, buff=buff, density=10, - pixel_scale=0.168, + pixel_scale=pixel_scale, layout=layout, ) @@ -537,12 +547,92 @@ def test_sim_hsc(psf_fwhm): psf=psf, star_catalog=star_catalog, calib_mag_zero=calib_mag_zero, - survey_name="HSC", + survey_name=survey_name, + ) + + exposure = _["band_data"]["i"][0] + # check the pixel scale + wcs = exposure.getWcs() + pix_scale = wcs.getPixelScale() + assert np.abs(pix_scale.asArcseconds() - pixel_scale) < 1e-5 + assert np.abs(0.168 - pixel_scale) < 1e-5 + + # check the magnitude zero point + zero_flux = 10. ** (0.4 * calib_mag_zero) + flux = exposure.getPhotoCalib().getInstFluxAtZeroMagnitude() + assert np.abs(zero_flux - flux) < 1e-3 + + +@pytest.mark.parametrize( + "psf_fwhm", + [1.0, 1.2], +) +def test_sim_des(psf_fwhm=1.0): + seed = 7421 + coadd_dim = 201 + buff = 20 + layout = "random" + rng = np.random.RandomState(seed) + calib_mag_zero = 30 + survey_name = "DES" + gal_type = "wldeblend" + + pixel_scale = get_survey( + gal_type=gal_type, + band=deepcopy(DEFAULT_SURVEY_BANDS)[survey_name], + survey_name=survey_name, + ).pixel_scale + + galaxy_catalog = make_galaxy_catalog( + rng=rng, + gal_type=gal_type, + coadd_dim=coadd_dim, + buff=buff, + pixel_scale=pixel_scale, + layout=layout, ) + star_catalog = StarCatalog( + rng=rng, + coadd_dim=coadd_dim, + buff=buff, + density=10, + pixel_scale=pixel_scale, + layout=layout, + ) + + psf = make_fixed_psf( + psf_type="moffat", + psf_fwhm=psf_fwhm, + ) + _ = make_sim( + rng=rng, + bands=["i"], + galaxy_catalog=galaxy_catalog, + coadd_dim=coadd_dim, + shear_obj=shear_obj, + psf=psf, + star_catalog=star_catalog, + calib_mag_zero=calib_mag_zero, + survey_name=survey_name, + ) + + exposure = _["band_data"]["i"][0] + # check the pixel scale + wcs = exposure.getWcs() + pix_scale = wcs.getPixelScale() + assert np.abs(pix_scale.asArcseconds() - pixel_scale) < 1e-5 + assert np.abs(0.263 - pixel_scale) < 1e-5 + + # check the magnitude zero point + zero_flux = 10. ** (0.4 * calib_mag_zero) + flux = exposure.getPhotoCalib().getInstFluxAtZeroMagnitude() + assert np.abs(zero_flux - flux) < 1e-3 + if __name__ == '__main__': - test_sim_layout("hex", "wldeblend") - test_sim_hsc(0.6) - for rotate in (False, True): - test_sim_exp_mag(rotate, show=True) + # test_sim_layout("hex", "wldeblend") + # for rotate in (False, True): + # test_sim_exp_mag(rotate, show=True) + test_sim_des() + test_sim_hsc() From 2e3e63d615d9d4ae9625c01266ec98a72313b208 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Sat, 9 Dec 2023 18:34:08 +0900 Subject: [PATCH 10/20] small bug fix --- descwl_shear_sims/tests/test_sim.py | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/descwl_shear_sims/tests/test_sim.py b/descwl_shear_sims/tests/test_sim.py index 2475718d..e7297369 100644 --- a/descwl_shear_sims/tests/test_sim.py +++ b/descwl_shear_sims/tests/test_sim.py @@ -501,7 +501,7 @@ def test_sim_draw_method_smoke(draw_method): "psf_fwhm", [0.6, 0.7], ) -def test_sim_hsc(psf_fwhm=0.6): +def test_sim_hsc(psf_fwhm): seed = 7421 coadd_dim = 201 buff = 20 @@ -567,7 +567,7 @@ def test_sim_hsc(psf_fwhm=0.6): "psf_fwhm", [1.0, 1.2], ) -def test_sim_des(psf_fwhm=1.0): +def test_sim_des(psf_fwhm): seed = 7421 coadd_dim = 201 buff = 20 @@ -631,8 +631,6 @@ def test_sim_des(psf_fwhm=1.0): if __name__ == '__main__': - # test_sim_layout("hex", "wldeblend") - # for rotate in (False, True): - # test_sim_exp_mag(rotate, show=True) - test_sim_des() - test_sim_hsc() + test_sim_layout("hex", "wldeblend") + for rotate in (False, True): + test_sim_exp_mag(rotate, show=True) From 38538c405c5fb58db405fea0e4d7b4f9d581679f Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Sun, 10 Dec 2023 14:11:22 +0900 Subject: [PATCH 11/20] commit --- descwl_shear_sims/sim.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/descwl_shear_sims/sim.py b/descwl_shear_sims/sim.py index bfeb6c99..76217912 100644 --- a/descwl_shear_sims/sim.py +++ b/descwl_shear_sims/sim.py @@ -128,7 +128,7 @@ def make_sim( Draw method for galaxy galsim objects, default 'auto'. Set to 'phot' to get poisson noise. Note this is much slower. theta0: float, optional - rotation angle of intrinsic galaxies and positions [for ring test], + rotation angle of intrinsic galaxy shapes and positions on the sky, default 0, in units of radians g1,g2: float optional reduced shear distortions @@ -375,7 +375,7 @@ def make_exp( has_bleed: bool, True if there is a bleed trail """ dims = [dim]*2 - # I think Galsim uses 1 offset. An array with length=dim=5 + # Galsim uses 1 offset. An array with length =dim=5 # The center is at 3=(5+1)/2 cen = (np.array(dims)+1)/2 From 2d1b7ea9ce676db7490b475b7197a613e5a2fa37 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Tue, 12 Dec 2023 06:44:48 +0900 Subject: [PATCH 12/20] Add Layout object --- descwl_shear_sims/galaxies.py | 72 ++++-------- descwl_shear_sims/shifts.py | 208 +++++++++++++++++++--------------- descwl_shear_sims/stars.py | 33 ++---- 3 files changed, 147 insertions(+), 166 deletions(-) diff --git a/descwl_shear_sims/galaxies.py b/descwl_shear_sims/galaxies.py index ab8979c5..b5e54074 100644 --- a/descwl_shear_sims/galaxies.py +++ b/descwl_shear_sims/galaxies.py @@ -1,4 +1,3 @@ -import warnings import numpy as np import os import copy @@ -7,7 +6,7 @@ from galsim import Exponential import descwl -from .shifts import get_shifts, get_pair_shifts +from .shifts import Layout, get_pair_shifts from .constants import SCALE from .cache_tools import cached_catalog_read @@ -173,10 +172,10 @@ class FixedGalaxyCatalog(object): def __init__( self, *, rng, - coadd_dim, - layout, mag, hlr, + layout=None, + coadd_dim=None, buff=0, pixel_scale=SCALE, morph='exp' @@ -186,12 +185,13 @@ def __init__( self.mag = mag self.hlr = hlr - self.shifts_array = get_shifts( + if isinstance(layout, str): + layout = Layout(layout, coadd_dim, buff, pixel_scale) + else: + assert isinstance(layout, Layout) + + self.shifts_array = layout.get_shifts( rng=rng, - coadd_dim=coadd_dim, - buff=buff, - pixel_scale=SCALE, - layout=layout, ) def __len__(self): @@ -629,12 +629,13 @@ class WLDeblendGalaxyCatalog(object): """ def __init__( - self, *, + self, + *, rng, - coadd_dim, - buff=0, + layout='random', + coadd_dim=None, + buff=None, pixel_scale=SCALE, - layout='random' ): self.gal_type = 'wldeblend' self.rng = rng @@ -642,47 +643,14 @@ def __init__( self._wldeblend_cat = read_wldeblend_cat(rng) # one square degree catalog, convert to arcmin - gal_dens = self._wldeblend_cat.size / (60 * 60) - if layout == 'random': - # need to calculate number of objects first - # this layout is random in a square - if (coadd_dim - 2*buff) < 2: - warnings.warn("dim - 2*buff <= 2, force it to 2.") - area = (2**pixel_scale/60)**2. - else: - area = ((coadd_dim - 2*buff)*pixel_scale/60)**2 - # a least 1 expected galaxy (used for simple tests) - nobj_mean = max(area * gal_dens, 1) - nobj = rng.poisson(nobj_mean) - elif layout == 'random_disk': - # need to calculate number of objects first - # this layout is random in a circle - if (coadd_dim - 2*buff) < 2: - warnings.warn("dim - 2*buff <= 2, force it to 2.") - radius = 2.*pixel_scale/60 - area = np.pi*radius**2 - else: - radius = (coadd_dim/2. - buff)*pixel_scale/60 - area = np.pi*radius**2 - del radius - # a least 1 expected galaxy (used for simple tests) - nobj_mean = max(area * gal_dens, 1) - nobj = rng.poisson(nobj_mean) - elif layout == "hex": - nobj = None - elif layout == "grid": - nobj = None + density_mean = self._wldeblend_cat.size / (60 * 60) + if isinstance(layout, str): + layout = Layout(layout, coadd_dim, buff, pixel_scale) else: - raise ValueError("layout can only be 'random', 'random_disk' \ - 'hex' or 'grid 'for wldeblend") - - self.shifts_array = get_shifts( + assert isinstance(layout, Layout) + self.shifts_array = layout.get_shifts( rng=rng, - coadd_dim=coadd_dim, - buff=buff, - pixel_scale=pixel_scale, - layout=layout, - nobj=nobj, + density=density_mean, ) # randomly sample from the catalog diff --git a/descwl_shear_sims/shifts.py b/descwl_shear_sims/shifts.py index 3809ada7..0e362de1 100644 --- a/descwl_shear_sims/shifts.py +++ b/descwl_shear_sims/shifts.py @@ -1,3 +1,4 @@ +import warnings import numpy as np from .constants import ( @@ -8,99 +9,128 @@ ) -def get_shifts( - *, - rng, - layout, - coadd_dim=None, - buff=0, - pixel_scale=SCALE, - nobj=None, - sep=None, -): - """ - make position shifts for objects - - rng: numpy.random.RandomState - Numpy random state - coadd_dim: int - Dimensions of final coadd - buff: int, optional - Buffer region where no objects will be drawn. Default 0. - pixel_scale: float - pixel scale - layout: string - 'grid', 'pair', 'hex', or 'random' - nobj: int, optional - Optional number of objects to draw, defaults to None - in which case a poission deviate is draw according - to RANDOM_DENSITY - sep: float, optional - The separation in arcseconds for layout='pair' - """ - - if layout == 'pair': - - if sep is None: - raise ValueError(f'send sep= for layout {layout}') - - shifts = get_pair_shifts(rng=rng, sep=sep, pixel_scale=pixel_scale) - else: - - if coadd_dim is None: - raise ValueError(f'send coadd_dim= for layout {layout}') - - if layout == 'grid': - shifts = get_grid_shifts( - rng=rng, - dim=coadd_dim, - buff=buff, - pixel_scale=pixel_scale, - spacing=GRID_SPACING, - ) - elif layout == 'random': - # area covered by objects - if nobj is None: - # in units of square arcmin - area = ((coadd_dim - 2 * buff) * pixel_scale / 60)**2 - nobj_mean = max(area * RANDOM_DENSITY, 1) - nobj = rng.poisson(nobj_mean) - - shifts = get_random_shifts( - rng=rng, - dim=coadd_dim, - buff=buff, - pixel_scale=pixel_scale, - size=nobj, - ) +class Layout(object): + def __init__(self, layout, coadd_dim, buff, pixel_scale): + """ + Layout object to make position shifts for galaxy and star objects + + Parameters + ---------- + layout: string + 'grid', 'pair', 'hex', or 'random' + coadd_dim: int + Dimensions of final coadd + buff: int, optional + Buffer region where no objects will be drawn. Default 0. + pixel_scale: float + pixel scale + """ + if layout == 'random': + # need to calculate number of objects first this layout is random + # in a square + if (coadd_dim - 2*buff) < 2: + warnings.warn("dim - 2*buff <= 2, force it to 2.") + self.area = (2**pixel_scale/60)**2. # [arcmin^2] + else: + # [arcmin^2] + self.area = ((coadd_dim - 2*buff)*pixel_scale/60)**2 elif layout == 'random_disk': - # randomly distributed in a circle - # area covered by objects - if nobj is None: - radius = (coadd_dim/2. - buff) * pixel_scale / 60. - area = np.pi*radius**2 - nobj_mean = max(area * RANDOM_DENSITY, 1) - nobj = rng.poisson(nobj_mean) - - shifts = get_random_disk_shifts( - rng=rng, - dim=coadd_dim, - buff=buff, - pixel_scale=pixel_scale, - size=nobj, - ) - elif layout == 'hex': - shifts = get_hex_shifts( + # need to calculate number of objects first + # this layout is random in a circle + if (coadd_dim - 2*buff) < 2: + warnings.warn("dim - 2*buff <= 2, force it to 2.") + radius = 2.*pixel_scale/60 + self.area = np.pi*radius**2 + else: + radius = (coadd_dim/2. - buff)*pixel_scale/60 + self.area = np.pi*radius**2 # [arcmin^2] + elif layout == "hex": + self.area = 0 + elif layout == "grid": + self.area = 0 + else: + raise ValueError("layout can only be 'random', 'random_disk' \ + 'hex' or 'grid 'for wldeblend") + self.layout = layout + self.coadd_dim = coadd_dim + self.buff = buff + self.pixel_scale = pixel_scale + return + + def get_shifts( + self, + rng, + density=RANDOM_DENSITY, + sep=None, + ): + """ + Make position shifts for objects + + rng: numpy.random.RandomState + Numpy random state + density: float, optional + galaxy number density [/arcmin^2] ,default set to RANDOM_DENSITY + sep: float, optional + The separation in arcseconds for layout='pair' + """ + + if self.layout == 'pair': + if sep is None: + raise ValueError(f'send sep= for layout {self.layout}') + shifts = get_pair_shifts( rng=rng, - dim=coadd_dim, - buff=buff, - pixel_scale=pixel_scale, - spacing=HEX_SPACING, + sep=sep, + pixel_scale=self.pixel_scale ) else: - raise ValueError("bad layout: '%s'" % layout) - - return shifts + if self.layout == 'grid': + shifts = get_grid_shifts( + rng=rng, + dim=self.coadd_dim, + buff=self.buff, + pixel_scale=self.pixel_scale, + spacing=GRID_SPACING, + ) + elif self.layout == 'hex': + shifts = get_hex_shifts( + rng=rng, + dim=self.coadd_dim, + buff=self.buff, + pixel_scale=self.pixel_scale, + spacing=HEX_SPACING, + ) + elif self.layout == 'random': + # area covered by objects + if self.area <= 0: + raise ValueError( + f"nonpositive area for layout {self.layout}" + ) + nobj_mean = max(self.area * density, 1) + nobj = rng.poisson(nobj_mean) + shifts = get_random_shifts( + rng=rng, + dim=self.coadd_dim, + buff=self.buff, + pixel_scale=self.pixel_scale, + size=nobj, + ) + elif self.layout == 'random_disk': + if self.area <= 0: + raise ValueError( + f"nonpositive area for layout {self.layout}" + ) + nobj_mean = max(self.area * density, 1) + nobj = rng.poisson(nobj_mean) + shifts = get_random_disk_shifts( + rng=rng, + dim=self.coadd_dim, + buff=self.buff, + pixel_scale=self.pixel_scale, + size=nobj, + ) + else: + raise ValueError("bad layout: '%s'" % self.layout) + return shifts def get_hex_shifts(*, rng, dim, buff, pixel_scale, spacing): diff --git a/descwl_shear_sims/stars.py b/descwl_shear_sims/stars.py index a78fb416..84641cc7 100644 --- a/descwl_shear_sims/stars.py +++ b/descwl_shear_sims/stars.py @@ -7,7 +7,7 @@ from .constants import SCALE from .cache_tools import cached_catalog_read -from .shifts import get_shifts +from .shifts import Layout DEFAULT_MIN_STAR_DENSITY = 2 # unit: per square arcmin DEFAULT_MAX_STAR_DENSITY = 100 @@ -121,9 +121,7 @@ def __init__( layout='random', ): self.rng = rng - self._star_cat = load_sample_stars() - if density is None: density_mean = sample_star_density( rng=self.rng, @@ -133,32 +131,17 @@ def __init__( else: density_mean = density - if layout == 'random': - # this layout is random in a square - area = ((coadd_dim - 2*buff)*pixel_scale/60)**2 - elif layout == 'random_disk': - # this layout is random in a circle - radius = (coadd_dim/2. - buff)*pixel_scale/60 # unit: arcmin - area = np.pi*radius**2 - del radius + if isinstance(layout, str): + layout = Layout(layout, coadd_dim, buff, pixel_scale) else: - raise ValueError("layout can only be 'random' or 'random_disk' \ - for wldeblend") - - nobj_mean = area * density_mean - nobj = rng.poisson(nobj_mean) - self.density = nobj/area - - self.shifts_array = get_shifts( + assert isinstance(layout, Layout) + self.shifts_array = layout.get_shifts( rng=rng, - coadd_dim=coadd_dim, - buff=buff, - pixel_scale=pixel_scale, - layout=layout, - nobj=nobj, + density=density_mean, ) num = len(self) + self.density = num / layout.area # final density (after Poisson process) self.indices = self.rng.randint( 0, self._star_cat.size, @@ -166,7 +149,7 @@ def __init__( ) def __len__(self): - return self.shifts_array.size + return len(self.shifts_array) def get_objlist(self, *, survey, noise): """ From 79da788b06013e0afaa14cdee4177c30d9acdf2a Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Tue, 12 Dec 2023 07:48:29 +0900 Subject: [PATCH 13/20] update the make_galaxy_catalog and make_star_catalog functions --- descwl_shear_sims/galaxies.py | 34 ++++++++++++++-------------------- descwl_shear_sims/stars.py | 17 ++++++++++------- 2 files changed, 24 insertions(+), 27 deletions(-) diff --git a/descwl_shear_sims/galaxies.py b/descwl_shear_sims/galaxies.py index b5e54074..e0352699 100644 --- a/descwl_shear_sims/galaxies.py +++ b/descwl_shear_sims/galaxies.py @@ -71,10 +71,10 @@ def make_galaxy_catalog( ) else: - if coadd_dim is None: - raise ValueError( - f'send coadd_dim= for gal_type {gal_type} and layout {layout}' - ) + if isinstance(layout, str): + layout = Layout(layout, coadd_dim, buff, pixel_scale) + else: + assert isinstance(layout, Layout) if gal_type == 'wldeblend': if layout is None: @@ -82,9 +82,6 @@ def make_galaxy_catalog( galaxy_catalog = WLDeblendGalaxyCatalog( rng=rng, - coadd_dim=coadd_dim, - buff=buff, - pixel_scale=pixel_scale, layout=layout, ) elif gal_type in ['fixed', 'varying', 'exp']: # TODO remove exp @@ -100,13 +97,10 @@ def make_galaxy_catalog( galaxy_catalog = cls( rng=rng, - coadd_dim=coadd_dim, - buff=buff, - pixel_scale=pixel_scale, - layout=layout, mag=gal_config['mag'], hlr=gal_config['hlr'], morph=gal_config['morph'], + layout=layout, ) else: @@ -261,10 +255,6 @@ class GalaxyCatalog(FixedGalaxyCatalog): ---------- rng: np.random.RandomState The random number generator - coadd_dim: int - dimensions of the coadd - layout: string - The layout of objects, either 'grid' or 'random' mag: float Magnitude of all objects. Objects brighter than magntiude 17 (e.g., 14 since mags are opposite) tend to cause the Rubin Observatory science @@ -274,24 +264,28 @@ class GalaxyCatalog(FixedGalaxyCatalog): magnitude of 17 or fainter for this kind of galaxy. hlr: float Half light radius of all objects + morph: str + Galaxy morphology, 'exp', 'dev' or 'bd', 'bdk'. Default 'exp' + layout: string + The layout of objects, either 'grid' or 'random' + coadd_dim: int + dimensions of the coadd buff: int, optional Buffer region with no objects, on all sides of image. Ingored for layout 'grid'. Default 0. pixel_scale: float pixel scale in arcsec - morph: str - Galaxy morphology, 'exp', 'dev' or 'bd', 'bdk'. Default 'exp' """ def __init__( self, *, rng, - coadd_dim, - layout, mag, hlr, + morph='exp', + layout=None, + coadd_dim=None, buff=0, pixel_scale=SCALE, - morph='exp' ): super().__init__( rng=rng, diff --git a/descwl_shear_sims/stars.py b/descwl_shear_sims/stars.py index 84641cc7..d06240e7 100644 --- a/descwl_shear_sims/stars.py +++ b/descwl_shear_sims/stars.py @@ -46,11 +46,11 @@ def get_star_config(config=None): def make_star_catalog( rng, - coadd_dim, + layout='random', + coadd_dim=None, buff=0, pixel_scale=SCALE, star_config=None, - layout='random', ): """ Creat a StarCatalog @@ -73,15 +73,18 @@ def make_star_catalog( """ star_config = get_star_config(config=star_config) + + if isinstance(layout, str): + layout = Layout(layout, coadd_dim, buff, pixel_scale) + else: + assert isinstance(layout, Layout) return StarCatalog( rng=rng, - coadd_dim=coadd_dim, - buff=buff, + layout=layout, pixel_scale=pixel_scale, density=star_config['density'], min_density=star_config['min_density'], max_density=star_config['max_density'], - layout=layout, ) @@ -112,13 +115,13 @@ class StarCatalog(object): def __init__( self, *, rng, - coadd_dim, + layout='random', + coadd_dim=None, buff=0, pixel_scale=SCALE, min_density=DEFAULT_MIN_STAR_DENSITY, max_density=DEFAULT_MAX_STAR_DENSITY, density=DEFAULT_DENSITY, - layout='random', ): self.rng = rng self._star_cat = load_sample_stars() From 707ad96b3fdba0372ffb43cc4bd7381753e88e3b Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Tue, 12 Dec 2023 11:44:47 +0900 Subject: [PATCH 14/20] wcs matched --- descwl_shear_sims/galaxies.py | 34 ++++++++++++------------- descwl_shear_sims/shifts.py | 47 ++++++++++++++++++---------------- descwl_shear_sims/sim.py | 48 ++++++++++++++++++++++++----------- 3 files changed, 75 insertions(+), 54 deletions(-) diff --git a/descwl_shear_sims/galaxies.py b/descwl_shear_sims/galaxies.py index e0352699..aa6f9e9e 100644 --- a/descwl_shear_sims/galaxies.py +++ b/descwl_shear_sims/galaxies.py @@ -142,10 +142,6 @@ class FixedGalaxyCatalog(object): ---------- rng: np.random.RandomState The random number generator - coadd_dim: int - dimensions of the coadd - layout: string - The layout of objects, either 'grid' or 'random' mag: float Magnitude of all objects. Objects brighter than magntiude 17 (e.g., 14 since mags are opposite) tend to cause the Rubin Observatory science @@ -155,24 +151,28 @@ class FixedGalaxyCatalog(object): magnitude of 17 or fainter for this kind of galaxy. hlr: float Half light radius of all objects + morph: str + Galaxy morphology, 'exp', 'dev' or 'bd', 'bdk'. Default 'exp' + layout: string | Layout, optional + The layout of objects, either 'grid' or 'random' + coadd_dim: int, optional + dimensions of the coadd buff: int, optional Buffer region with no objects, on all sides of image. Ingored for layout 'grid'. Default 0. - pixel_scale: float + pixel_scale: float, optional pixel scale in arcsec - morph: str - Galaxy morphology, 'exp', 'dev' or 'bd', 'bdk'. Default 'exp' """ def __init__( self, *, rng, mag, hlr, + morph='exp', layout=None, coadd_dim=None, buff=0, pixel_scale=SCALE, - morph='exp' ): self.gal_type = 'fixed' self.morph = morph @@ -180,11 +180,11 @@ def __init__( self.hlr = hlr if isinstance(layout, str): - layout = Layout(layout, coadd_dim, buff, pixel_scale) + self.layout = Layout(layout, coadd_dim, buff, pixel_scale) else: assert isinstance(layout, Layout) - - self.shifts_array = layout.get_shifts( + self.layout = layout + self.shifts_array = self.layout.get_shifts( rng=rng, ) @@ -612,14 +612,14 @@ class WLDeblendGalaxyCatalog(object): ---------- rng: np.random.RandomState The random number generator - coadd_dim: int + layout: str|Layout, optional + coadd_dim: int, optional Dimensions of the coadd buff: int, optional Buffer region with no objects, on all sides of image. Ingored for layout 'grid'. Default 0. - pixel_scale: float + pixel_scale: float, optional pixel scale - layout: str, optional """ def __init__( @@ -639,10 +639,11 @@ def __init__( # one square degree catalog, convert to arcmin density_mean = self._wldeblend_cat.size / (60 * 60) if isinstance(layout, str): - layout = Layout(layout, coadd_dim, buff, pixel_scale) + self.layout = Layout(layout, coadd_dim, buff, pixel_scale) else: assert isinstance(layout, Layout) - self.shifts_array = layout.get_shifts( + self.layout = layout + self.shifts_array = self.layout.get_shifts( rng=rng, density=density_mean, ) @@ -654,7 +655,6 @@ def __init__( self._wldeblend_cat.size, size=num, ) - # do a random rotation for each galaxy self.angles = self.rng.uniform(low=0, high=360, size=num) diff --git a/descwl_shear_sims/shifts.py b/descwl_shear_sims/shifts.py index 0e362de1..9e9a6a69 100644 --- a/descwl_shear_sims/shifts.py +++ b/descwl_shear_sims/shifts.py @@ -1,6 +1,6 @@ import warnings import numpy as np - +from .wcs import make_coadd_dm_wcs from .constants import ( RANDOM_DENSITY, GRID_SPACING, @@ -10,13 +10,13 @@ class Layout(object): - def __init__(self, layout, coadd_dim, buff, pixel_scale): + def __init__(self, layout_name, coadd_dim, buff, pixel_scale): """ Layout object to make position shifts for galaxy and star objects Parameters ---------- - layout: string + layout_name: string 'grid', 'pair', 'hex', or 'random' coadd_dim: int Dimensions of final coadd @@ -25,7 +25,7 @@ def __init__(self, layout, coadd_dim, buff, pixel_scale): pixel_scale: float pixel scale """ - if layout == 'random': + if layout_name == 'random': # need to calculate number of objects first this layout is random # in a square if (coadd_dim - 2*buff) < 2: @@ -34,9 +34,9 @@ def __init__(self, layout, coadd_dim, buff, pixel_scale): else: # [arcmin^2] self.area = ((coadd_dim - 2*buff)*pixel_scale/60)**2 - elif layout == 'random_disk': + elif layout_name == 'random_disk': # need to calculate number of objects first - # this layout is random in a circle + # this layout_name is random in a circle if (coadd_dim - 2*buff) < 2: warnings.warn("dim - 2*buff <= 2, force it to 2.") radius = 2.*pixel_scale/60 @@ -44,17 +44,21 @@ def __init__(self, layout, coadd_dim, buff, pixel_scale): else: radius = (coadd_dim/2. - buff)*pixel_scale/60 self.area = np.pi*radius**2 # [arcmin^2] - elif layout == "hex": + elif layout_name == "hex": self.area = 0 - elif layout == "grid": + elif layout_name == "grid": self.area = 0 else: - raise ValueError("layout can only be 'random', 'random_disk' \ + raise ValueError("layout_name can only be 'random', 'random_disk' \ 'hex' or 'grid 'for wldeblend") - self.layout = layout + self.layout_name = layout_name self.coadd_dim = coadd_dim self.buff = buff self.pixel_scale = pixel_scale + self.wcs, self.bbox = make_coadd_dm_wcs( + coadd_dim, + pixel_scale=pixel_scale, + ) return def get_shifts( @@ -64,7 +68,7 @@ def get_shifts( sep=None, ): """ - Make position shifts for objects + Make position shifts for objects. The position shifts rng: numpy.random.RandomState Numpy random state @@ -74,16 +78,16 @@ def get_shifts( The separation in arcseconds for layout='pair' """ - if self.layout == 'pair': + if self.layout_name == 'pair': if sep is None: - raise ValueError(f'send sep= for layout {self.layout}') + raise ValueError(f'send sep= for layout {self.layout_name}') shifts = get_pair_shifts( rng=rng, sep=sep, pixel_scale=self.pixel_scale ) else: - if self.layout == 'grid': + if self.layout_name == 'grid': shifts = get_grid_shifts( rng=rng, dim=self.coadd_dim, @@ -91,7 +95,7 @@ def get_shifts( pixel_scale=self.pixel_scale, spacing=GRID_SPACING, ) - elif self.layout == 'hex': + elif self.layout_name == 'hex': shifts = get_hex_shifts( rng=rng, dim=self.coadd_dim, @@ -99,11 +103,11 @@ def get_shifts( pixel_scale=self.pixel_scale, spacing=HEX_SPACING, ) - elif self.layout == 'random': + elif self.layout_name == 'random': # area covered by objects if self.area <= 0: raise ValueError( - f"nonpositive area for layout {self.layout}" + f"nonpositive area for layout {self.layout_name}" ) nobj_mean = max(self.area * density, 1) nobj = rng.poisson(nobj_mean) @@ -114,10 +118,10 @@ def get_shifts( pixel_scale=self.pixel_scale, size=nobj, ) - elif self.layout == 'random_disk': + elif self.layout_name == 'random_disk': if self.area <= 0: raise ValueError( - f"nonpositive area for layout {self.layout}" + f"nonpositive area for layout {self.layout_name}" ) nobj_mean = max(self.area * density, 1) nobj = rng.poisson(nobj_mean) @@ -129,7 +133,7 @@ def get_shifts( size=nobj, ) else: - raise ValueError("bad layout: '%s'" % self.layout) + raise ValueError("bad layout: '%s'" % self.layout_name) return shifts @@ -350,8 +354,7 @@ def get_pair_shifts(*, rng, sep, pixel_scale=SCALE): Returns ------- shifts: array - Array with dx, dy offset fields for each point, in - arcsec + Array with dx, dy offset fields for each point, in arcsec """ shifts = np.zeros(2, dtype=[('dx', 'f8'), ('dy', 'f8')]) diff --git a/descwl_shear_sims/sim.py b/descwl_shear_sims/sim.py index 76217912..30078bd0 100644 --- a/descwl_shear_sims/sim.py +++ b/descwl_shear_sims/sim.py @@ -53,7 +53,6 @@ def make_sim( *, rng, galaxy_catalog, - coadd_dim, psf, shear_obj=None, se_dim=None, @@ -77,6 +76,7 @@ def make_sim( theta0=0., g1=None, g2=None, + coadd_dim=None, ): """ Make simulation data @@ -87,10 +87,6 @@ def make_sim( Numpy random state galaxy_catalog: catalog E.g. WLDeblendGalaxyCatalog or FixedGalaxyCatalog - coadd_dim: int - Dimensions for planned final coadd. This is used for generating - the final coadd WCS and deteremines some properties of - the single epoch images. shear_obj: shear distortion object psf: GSObject or PowerSpectrumPSF @@ -132,6 +128,10 @@ def make_sim( default 0, in units of radians g1,g2: float optional reduced shear distortions + coadd_dim: optional, int + Dimensions for planned final coadd. This is used for generating + the final coadd WCS and deteremines some properties of + the single epoch images. Returns ------- @@ -156,19 +156,35 @@ def make_sim( survey_name=survey_name, ).pixel_scale - coadd_wcs, coadd_bbox = make_coadd_dm_wcs( - coadd_dim, - pixel_scale=pixel_scale, - ) + if not hasattr(galaxy_catalog, "layout"): + if not isinstance(coadd_dim, int): + raise ValueError( + "coadd_dim should be int when galaxy catalog does not", + "have attribute 'layout'", + ) + coadd_wcs, coadd_bbox = make_coadd_dm_wcs( + coadd_dim, + pixel_scale=pixel_scale, + ) + else: + coadd_wcs = galaxy_catalog.layout.wcs + coadd_bbox = galaxy_catalog.layout.bbox coadd_bbox_cen_gs_skypos = get_coadd_center_gs_pos( coadd_wcs=coadd_wcs, coadd_bbox=coadd_bbox, ) - if se_dim is None: - se_dim = get_se_dim(coadd_dim=coadd_dim, dither=dither, rotate=rotate) + coadd_scale = coadd_wcs.getPixelScale().asArcseconds() + coadd_dim = coadd_bbox.getHeight() + se_dim = get_se_dim( + coadd_scale=coadd_scale, + coadd_dim=coadd_dim, + se_scale=pixel_scale, + dither=dither, + rotate=rotate + ) + if shear_obj is None: shear_obj = ShearConstant(g1=float(g1), g2=float(g2)) - band_data = {} bright_info = [] se_wcs = [] @@ -686,7 +702,7 @@ def get_sim_config(config=None): return out_config -def get_se_dim(*, coadd_dim, dither, rotate): +def get_se_dim(*, coadd_scale, coadd_dim, se_scale, dither, rotate): """ get single epoch (se) dimensions given coadd dim. @@ -703,13 +719,15 @@ def get_se_dim(*, coadd_dim, dither, rotate): ------- integer dimensions of SE image """ + coadd_length = coadd_scale * coadd_dim + dim = int((coadd_length + 0.5) // se_scale) if rotate: # make sure to completely cover the coadd - se_dim = int(np.ceil(coadd_dim * np.sqrt(2))) + 20 + se_dim = int(np.ceil(dim * np.sqrt(2))) + 20 else: # make big enough to avoid boundary checks for downstream # which are 3 pixels - se_dim = coadd_dim + 5 * 2 + se_dim = dim + 5 * 2 return se_dim From 21a02d2c962ef4c2cc19d46cb9de40c04371fce6 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Tue, 12 Dec 2023 12:25:48 +0900 Subject: [PATCH 15/20] backward compatible --- descwl_shear_sims/sim.py | 27 +++++++++++++++++----- descwl_shear_sims/tests/test_sim.py | 14 +++++++---- descwl_shear_sims/tests/test_sim_center.py | 1 - 3 files changed, 31 insertions(+), 11 deletions(-) diff --git a/descwl_shear_sims/sim.py b/descwl_shear_sims/sim.py index 30078bd0..c2914806 100644 --- a/descwl_shear_sims/sim.py +++ b/descwl_shear_sims/sim.py @@ -702,7 +702,14 @@ def get_sim_config(config=None): return out_config -def get_se_dim(*, coadd_scale, coadd_dim, se_scale, dither, rotate): +def get_se_dim( + *, + coadd_dim, + coadd_scale=None, + se_scale=None, + dither=False, + rotate=False +): """ get single epoch (se) dimensions given coadd dim. @@ -710,24 +717,32 @@ def get_se_dim(*, coadd_scale, coadd_dim, se_scale, dither, rotate): ---------- coadd_dim: int dimensions of coadd - dither: bool + coadd_scale: float, optional + pixel scale of coadd + se_scale: float, optional + pixel scale of single exposure + dither: bool, optional Whether there is dithering or not - rotate: bool + rotate: bool, optional Whether there are random rotations of image exposure or not Returns ------- integer dimensions of SE image """ - coadd_length = coadd_scale * coadd_dim - dim = int((coadd_length + 0.5) // se_scale) + if (coadd_scale is None) or (se_scale is None): + print("no coadd_scale or se_scale. Assume they are the same") + dim = coadd_dim + else: + coadd_length = coadd_scale * coadd_dim + dim = int((coadd_length) / se_scale + 0.5) if rotate: # make sure to completely cover the coadd se_dim = int(np.ceil(dim * np.sqrt(2))) + 20 else: # make big enough to avoid boundary checks for downstream # which are 3 pixels - se_dim = dim + 5 * 2 + se_dim = dim + 10 return se_dim diff --git a/descwl_shear_sims/tests/test_sim.py b/descwl_shear_sims/tests/test_sim.py index e7297369..42721f83 100644 --- a/descwl_shear_sims/tests/test_sim.py +++ b/descwl_shear_sims/tests/test_sim.py @@ -124,7 +124,11 @@ def test_sim_exp_mag(rotate, show=False): rng = np.random.RandomState(seed) # use fixed single epoch dim so we can look in the same spot for the object - se_dim = get_se_dim(coadd_dim=coadd_dim, dither=False, rotate=True) + se_dim = get_se_dim( + coadd_dim=coadd_dim, + dither=False, + rotate=True, + ) ok = False for i in range(ntrial): @@ -631,6 +635,8 @@ def test_sim_des(psf_fwhm): if __name__ == '__main__': - test_sim_layout("hex", "wldeblend") - for rotate in (False, True): - test_sim_exp_mag(rotate, show=True) + # test_sim_layout("hex", "wldeblend") + # for rotate in (False, True): + # test_sim_exp_mag(rotate, show=True) + test_sim_exp_mag(True) + test_sim_exp_mag(False) diff --git a/descwl_shear_sims/tests/test_sim_center.py b/descwl_shear_sims/tests/test_sim_center.py index 5d902eb2..5fa57f56 100644 --- a/descwl_shear_sims/tests/test_sim_center.py +++ b/descwl_shear_sims/tests/test_sim_center.py @@ -56,7 +56,6 @@ def test_sim_center(ran_seed): ) img_array = sim_data["band_data"][band_list[0]][0].getImage().getArray() out_dim = img_array.shape[0] - # +10 is to avoid downstream (what is that?) assert out_dim == coadd_dim + 10, ( "The length of the output image should \ be %d" From 4f90565c5e6a74e70d2dbc9fd0cdffd96be41530 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Wed, 13 Dec 2023 04:35:31 +0900 Subject: [PATCH 16/20] fix this issue: https://github.com/LSSTDESC/descwl-shear-sims/issues/205 --- descwl_shear_sims/sim.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/descwl_shear_sims/sim.py b/descwl_shear_sims/sim.py index c2914806..0a740021 100644 --- a/descwl_shear_sims/sim.py +++ b/descwl_shear_sims/sim.py @@ -9,7 +9,7 @@ from .lsst_bits import get_flagval from .saturation import saturate_image_and_mask, BAND_SAT_VALS from .surveys import get_survey, rescale_wldeblend_exp, DEFAULT_SURVEY_BANDS -from .constants import SCALE, ZERO_POINT +from .constants import SCALE, ZERO_POINT, WORLD_ORIGIN from .artifacts import add_bleed, get_max_mag_with_bleed from .masking import ( get_bmask_and_set_image, @@ -304,7 +304,7 @@ def make_exp( bright_objlist=None, bright_shifts=None, bright_mags=None, - coadd_bbox_cen_gs_skypos, + coadd_bbox_cen_gs_skypos=None, dither=False, rotate=False, mask_threshold=None, @@ -338,9 +338,6 @@ def make_exp( the psf psf_dim: int Dimensions of psf image that will be drawn when psf func is called - coadd_bbox_cen_gs_skypos: galsim.CelestialCoord - The sky position of the center (origin) of the coadd we - will make, as a galsim object not stack object dither: bool If set to True, dither randomly by a pixel width rotate: bool @@ -358,6 +355,9 @@ def make_exp( List of PositionD for stars representing offsets bright_mags: array, optional Mags for the bright objects + coadd_bbox_cen_gs_skypos: galsim.CelestialCoord, optional + The sky position of the center (origin) of the coadd we + will make, as a galsim object not stack object mask_threshold: float Bright masks are created such that the profile goes out to this threshold @@ -394,8 +394,9 @@ def make_exp( # Galsim uses 1 offset. An array with length =dim=5 # The center is at 3=(5+1)/2 cen = (np.array(dims)+1)/2 - se_origin = galsim.PositionD(x=cen[1], y=cen[0]) + if coadd_bbox_cen_gs_skypos is None: + coadd_bbox_cen_gs_skypos = WORLD_ORIGIN if dither: dither_range = 0.5 off = rng.uniform(low=-dither_range, high=dither_range, size=2) From 6b27576ae88a479a1d667b86cd744141c0ded378 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Wed, 13 Dec 2023 07:47:07 +0900 Subject: [PATCH 17/20] better organization of layout.py --- descwl_shear_sims/__init__.py | 2 +- descwl_shear_sims/galaxies.py | 19 +- descwl_shear_sims/layout/__init__.py | 2 + descwl_shear_sims/layout/layout.py | 152 +++++++++++ descwl_shear_sims/{ => layout}/shifts.py | 319 +++++++---------------- descwl_shear_sims/sim.py | 2 +- descwl_shear_sims/stars.py | 2 +- 7 files changed, 259 insertions(+), 239 deletions(-) create mode 100644 descwl_shear_sims/layout/__init__.py create mode 100644 descwl_shear_sims/layout/layout.py rename descwl_shear_sims/{ => layout}/shifts.py (55%) diff --git a/descwl_shear_sims/__init__.py b/descwl_shear_sims/__init__.py index 7c787c39..f32eaf26 100644 --- a/descwl_shear_sims/__init__.py +++ b/descwl_shear_sims/__init__.py @@ -13,7 +13,7 @@ from . import galaxies from . import objlists from . import surveys -from . import shifts +from . import layout from . import shear from . import constants from . import artifacts diff --git a/descwl_shear_sims/galaxies.py b/descwl_shear_sims/galaxies.py index aa6f9e9e..fcdb9c60 100644 --- a/descwl_shear_sims/galaxies.py +++ b/descwl_shear_sims/galaxies.py @@ -6,7 +6,7 @@ from galsim import Exponential import descwl -from .shifts import Layout, get_pair_shifts +from .layout import Layout from .constants import SCALE from .cache_tools import cached_catalog_read @@ -50,6 +50,11 @@ def make_galaxy_catalog( sep: float, optional Separation of pair in arcsec for layout='pair' """ + + if isinstance(layout, str): + layout = Layout(layout, coadd_dim, buff, pixel_scale) + else: + assert isinstance(layout, Layout) if layout == 'pair': if sep is None: raise ValueError( @@ -71,11 +76,6 @@ def make_galaxy_catalog( ) else: - if isinstance(layout, str): - layout = Layout(layout, coadd_dim, buff, pixel_scale) - else: - assert isinstance(layout, Layout) - if gal_type == 'wldeblend': if layout is None: layout = "random" @@ -105,7 +105,6 @@ def make_galaxy_catalog( else: raise ValueError(f'bad gal_type "{gal_type}"') - return galaxy_catalog @@ -558,7 +557,8 @@ def __init__(self, *, rng, mag, hlr, sep, morph='exp'): self.hlr = hlr self.rng = rng - self.shifts_array = get_pair_shifts( + self.layout = Layout("pair") + self.shifts_array = self.layout.get_shifts( rng=rng, sep=sep, ) @@ -598,7 +598,8 @@ def __init__(self, *, rng, mag, hlr, sep, morph='exp'): self.morph_seed = rng.randint(0, 2**31) self.gs_morph_seed = rng.randint(0, 2**31) - self.shifts_array = get_pair_shifts( + self.layout = Layout("pair") + self.shifts_array = self.layout.get_shifts( rng=rng, sep=sep, ) diff --git a/descwl_shear_sims/layout/__init__.py b/descwl_shear_sims/layout/__init__.py new file mode 100644 index 00000000..6a9ba8ab --- /dev/null +++ b/descwl_shear_sims/layout/__init__.py @@ -0,0 +1,2 @@ +# flake8: noqa +from .layout import Layout diff --git a/descwl_shear_sims/layout/layout.py b/descwl_shear_sims/layout/layout.py new file mode 100644 index 00000000..d389fd8d --- /dev/null +++ b/descwl_shear_sims/layout/layout.py @@ -0,0 +1,152 @@ +import warnings +from ..constants import ( + RANDOM_DENSITY, + GRID_SPACING, + HEX_SPACING, + SCALE, +) +from .shifts import ( + get_pair_shifts, + get_grid_shifts, + get_hex_shifts, + get_random_shifts, + get_random_disk_shifts, +) +from ..wcs import make_coadd_dm_wcs +import numpy as np + + +class Layout(object): + def __init__( + self, + layout_name, + coadd_dim=None, + buff=0.0, + pixel_scale=SCALE, + ): + """ + Layout object to make position shifts for galaxy and star objects + + Parameters + ---------- + layout_name: string + 'grid', 'pair', 'hex', or 'random' + coadd_dim: int + Dimensions of final coadd + buff: int, optional + Buffer region where no objects will be drawn. Default 0. + pixel_scale: float + pixel scale + """ + self.pixel_scale = pixel_scale + self.layout_name = layout_name + if layout_name == 'random': + # need to calculate number of objects first this layout is random + # in a square + if (coadd_dim - 2*buff) < 2: + warnings.warn("dim - 2*buff <= 2, force it to 2.") + self.area = (2**pixel_scale/60)**2. # [arcmin^2] + else: + # [arcmin^2] + self.area = ((coadd_dim - 2*buff)*pixel_scale/60)**2 + elif layout_name == 'random_disk': + # need to calculate number of objects first + # this layout_name is random in a circle + if (coadd_dim - 2*buff) < 2: + warnings.warn("dim - 2*buff <= 2, force it to 2.") + radius = 2.*pixel_scale/60 + self.area = np.pi*radius**2 + else: + radius = (coadd_dim/2. - buff)*pixel_scale/60 + self.area = np.pi*radius**2 # [arcmin^2] + elif layout_name == "hex": + self.area = 0 + elif layout_name == "grid": + self.area = 0 + elif layout_name == "pair": + return + else: + raise ValueError("layout_name can only be 'random', 'random_disk' \ + 'hex', 'grid' or 'pair'!") + self.coadd_dim = coadd_dim + self.buff = buff + self.wcs, self.bbox = make_coadd_dm_wcs( + coadd_dim, + pixel_scale=pixel_scale, + ) + return + + def get_shifts( + self, + rng, + density=RANDOM_DENSITY, + sep=None, + ): + """ + Make position shifts for objects. The position shifts + + rng: numpy.random.RandomState + Numpy random state + density: float, optional + galaxy number density [/arcmin^2] ,default set to RANDOM_DENSITY + sep: float, optional + The separation in arcseconds for layout='pair' + """ + + if self.layout_name == 'pair': + if sep is None: + raise ValueError(f'send sep= for layout {self.layout_name}') + shifts = get_pair_shifts( + rng=rng, + sep=sep, + pixel_scale=self.pixel_scale + ) + else: + if self.layout_name == 'grid': + shifts = get_grid_shifts( + rng=rng, + dim=self.coadd_dim, + buff=self.buff, + pixel_scale=self.pixel_scale, + spacing=GRID_SPACING, + ) + elif self.layout_name == 'hex': + shifts = get_hex_shifts( + rng=rng, + dim=self.coadd_dim, + buff=self.buff, + pixel_scale=self.pixel_scale, + spacing=HEX_SPACING, + ) + elif self.layout_name == 'random': + # area covered by objects + if self.area <= 0: + raise ValueError( + f"nonpositive area for layout {self.layout_name}" + ) + nobj_mean = max(self.area * density, 1) + nobj = rng.poisson(nobj_mean) + shifts = get_random_shifts( + rng=rng, + dim=self.coadd_dim, + buff=self.buff, + pixel_scale=self.pixel_scale, + size=nobj, + ) + elif self.layout_name == 'random_disk': + if self.area <= 0: + raise ValueError( + f"nonpositive area for layout {self.layout_name}" + ) + nobj_mean = max(self.area * density, 1) + nobj = rng.poisson(nobj_mean) + shifts = get_random_disk_shifts( + rng=rng, + dim=self.coadd_dim, + buff=self.buff, + pixel_scale=self.pixel_scale, + size=nobj, + ) + else: + raise ValueError("bad layout: '%s'" % self.layout_name) + return shifts diff --git a/descwl_shear_sims/shifts.py b/descwl_shear_sims/layout/shifts.py similarity index 55% rename from descwl_shear_sims/shifts.py rename to descwl_shear_sims/layout/shifts.py index 9e9a6a69..2c312265 100644 --- a/descwl_shear_sims/shifts.py +++ b/descwl_shear_sims/layout/shifts.py @@ -1,201 +1,49 @@ -import warnings import numpy as np -from .wcs import make_coadd_dm_wcs -from .constants import ( - RANDOM_DENSITY, - GRID_SPACING, - HEX_SPACING, - SCALE, -) - - -class Layout(object): - def __init__(self, layout_name, coadd_dim, buff, pixel_scale): - """ - Layout object to make position shifts for galaxy and star objects - - Parameters - ---------- - layout_name: string - 'grid', 'pair', 'hex', or 'random' - coadd_dim: int - Dimensions of final coadd - buff: int, optional - Buffer region where no objects will be drawn. Default 0. - pixel_scale: float - pixel scale - """ - if layout_name == 'random': - # need to calculate number of objects first this layout is random - # in a square - if (coadd_dim - 2*buff) < 2: - warnings.warn("dim - 2*buff <= 2, force it to 2.") - self.area = (2**pixel_scale/60)**2. # [arcmin^2] - else: - # [arcmin^2] - self.area = ((coadd_dim - 2*buff)*pixel_scale/60)**2 - elif layout_name == 'random_disk': - # need to calculate number of objects first - # this layout_name is random in a circle - if (coadd_dim - 2*buff) < 2: - warnings.warn("dim - 2*buff <= 2, force it to 2.") - radius = 2.*pixel_scale/60 - self.area = np.pi*radius**2 - else: - radius = (coadd_dim/2. - buff)*pixel_scale/60 - self.area = np.pi*radius**2 # [arcmin^2] - elif layout_name == "hex": - self.area = 0 - elif layout_name == "grid": - self.area = 0 - else: - raise ValueError("layout_name can only be 'random', 'random_disk' \ - 'hex' or 'grid 'for wldeblend") - self.layout_name = layout_name - self.coadd_dim = coadd_dim - self.buff = buff - self.pixel_scale = pixel_scale - self.wcs, self.bbox = make_coadd_dm_wcs( - coadd_dim, - pixel_scale=pixel_scale, - ) - return - - def get_shifts( - self, - rng, - density=RANDOM_DENSITY, - sep=None, - ): - """ - Make position shifts for objects. The position shifts - - rng: numpy.random.RandomState - Numpy random state - density: float, optional - galaxy number density [/arcmin^2] ,default set to RANDOM_DENSITY - sep: float, optional - The separation in arcseconds for layout='pair' - """ - - if self.layout_name == 'pair': - if sep is None: - raise ValueError(f'send sep= for layout {self.layout_name}') - shifts = get_pair_shifts( - rng=rng, - sep=sep, - pixel_scale=self.pixel_scale - ) - else: - if self.layout_name == 'grid': - shifts = get_grid_shifts( - rng=rng, - dim=self.coadd_dim, - buff=self.buff, - pixel_scale=self.pixel_scale, - spacing=GRID_SPACING, - ) - elif self.layout_name == 'hex': - shifts = get_hex_shifts( - rng=rng, - dim=self.coadd_dim, - buff=self.buff, - pixel_scale=self.pixel_scale, - spacing=HEX_SPACING, - ) - elif self.layout_name == 'random': - # area covered by objects - if self.area <= 0: - raise ValueError( - f"nonpositive area for layout {self.layout_name}" - ) - nobj_mean = max(self.area * density, 1) - nobj = rng.poisson(nobj_mean) - shifts = get_random_shifts( - rng=rng, - dim=self.coadd_dim, - buff=self.buff, - pixel_scale=self.pixel_scale, - size=nobj, - ) - elif self.layout_name == 'random_disk': - if self.area <= 0: - raise ValueError( - f"nonpositive area for layout {self.layout_name}" - ) - nobj_mean = max(self.area * density, 1) - nobj = rng.poisson(nobj_mean) - shifts = get_random_disk_shifts( - rng=rng, - dim=self.coadd_dim, - buff=self.buff, - pixel_scale=self.pixel_scale, - size=nobj, - ) - else: - raise ValueError("bad layout: '%s'" % self.layout_name) - return shifts +from ..constants import SCALE -def get_hex_shifts(*, rng, dim, buff, pixel_scale, spacing): +def get_pair_shifts(*, rng, sep, pixel_scale=SCALE): """ - get a set of hex grid shifts, with random shifts at the pixel scale + get a set of gridded shifts, with random shifts at the pixel scale Parameters ---------- rng: numpy.random.RandomState The random number generator - dim: int - Dimensions of the final image - buff: int, optional - Buffer region where no objects will be drawn. - pixel_scale: float + sep: float + Separation of pair in arcsec + pixel_scale: float, optional pixel scale - spacing: float - Spacing of the hexagonal lattice Returns ------- shifts: array - Array with dx, dy offset fields for each point, in - arcsec + Array with dx, dy offset fields for each point, in arcsec """ - from hexalattice.hexalattice import create_hex_grid - width = (dim - 2*buff) * pixel_scale - n_on_side = int(width / spacing) + 1 + shifts = np.zeros(2, dtype=[('dx', 'f8'), ('dy', 'f8')]) - nx = int(n_on_side * np.sqrt(2)) - # the factor of 0.866 makes sure the grid is square-ish - ny = int(n_on_side * np.sqrt(2) / 0.8660254) + angle = rng.uniform(low=0, high=np.pi) + shift_radius = sep / 2 - # here the spacing between grid centers is 1 - hg, _ = create_hex_grid(nx=nx, ny=ny, rotate_deg=rng.uniform() * 360) + xdither, ydither = pixel_scale * rng.uniform(low=-0.5, high=0.5, size=2) - # convert the spacing to right number of pixels - # we also recenter the grid since it comes out centered at 0,0 - hg *= spacing - upos = hg[:, 0].ravel() - vpos = hg[:, 1].ravel() + dx1 = np.cos(angle)*shift_radius + dy1 = np.sin(angle)*shift_radius + dx2 = -dx1 + dy2 = -dy1 - # dither - upos += pixel_scale * rng.uniform(low=-0.5, high=0.5, size=upos.shape[0]) - vpos += pixel_scale * rng.uniform(low=-0.5, high=0.5, size=vpos.shape[0]) + dx1 += xdither + dy1 += ydither - pos_bounds = (-width/2, width/2) - msk = ( - (upos >= pos_bounds[0]) - & (upos <= pos_bounds[1]) - & (vpos >= pos_bounds[0]) - & (vpos <= pos_bounds[1]) - ) - upos = upos[msk] - vpos = vpos[msk] + dx2 += xdither + dy2 += ydither - ntot = upos.shape[0] - shifts = np.zeros(ntot, dtype=[('dx', 'f8'), ('dy', 'f8')]) - shifts["dx"] = upos - shifts["dy"] = vpos + shifts['dx'][0] = dx1 + shifts['dy'][0] = dy1 + + shifts['dx'][1] = dx2 + shifts['dy'][1] = dy2 return shifts @@ -210,7 +58,7 @@ def get_grid_shifts(*, rng, dim, buff, pixel_scale, spacing): The random number generator dim: int Dimensions of the final image - buff: int, optional + buff: int Buffer region where no objects will be drawn. pixel_scale: float pixel scale @@ -256,6 +104,69 @@ def get_grid_shifts(*, rng, dim, buff, pixel_scale, spacing): return shifts +def get_hex_shifts(*, rng, dim, buff, pixel_scale, spacing): + """ + get a set of hex grid shifts, with random shifts at the pixel scale + + Parameters + ---------- + rng: numpy.random.RandomState + The random number generator + dim: int + Dimensions of the final image + buff: int + Buffer region where no objects will be drawn. + pixel_scale: float + pixel scale + spacing: float + Spacing of the hexagonal lattice + + Returns + ------- + shifts: array + Array with dx, dy offset fields for each point, in + arcsec + """ + from hexalattice.hexalattice import create_hex_grid + + width = (dim - 2*buff) * pixel_scale + n_on_side = int(width / spacing) + 1 + + nx = int(n_on_side * np.sqrt(2)) + # the factor of 0.866 makes sure the grid is square-ish + ny = int(n_on_side * np.sqrt(2) / 0.8660254) + + # here the spacing between grid centers is 1 + hg, _ = create_hex_grid(nx=nx, ny=ny, rotate_deg=rng.uniform() * 360) + + # convert the spacing to right number of pixels + # we also recenter the grid since it comes out centered at 0,0 + hg *= spacing + upos = hg[:, 0].ravel() + vpos = hg[:, 1].ravel() + + # dither + upos += pixel_scale * rng.uniform(low=-0.5, high=0.5, size=upos.shape[0]) + vpos += pixel_scale * rng.uniform(low=-0.5, high=0.5, size=vpos.shape[0]) + + pos_bounds = (-width/2, width/2) + msk = ( + (upos >= pos_bounds[0]) + & (upos <= pos_bounds[1]) + & (vpos >= pos_bounds[0]) + & (vpos <= pos_bounds[1]) + ) + upos = upos[msk] + vpos = vpos[msk] + + ntot = upos.shape[0] + shifts = np.zeros(ntot, dtype=[('dx', 'f8'), ('dy', 'f8')]) + shifts["dx"] = upos + shifts["dy"] = vpos + + return shifts + + def get_random_shifts(*, rng, dim, buff, pixel_scale, size): """ get a set of random shifts in a square, with random shifts at the pixel @@ -267,7 +178,7 @@ def get_random_shifts(*, rng, dim, buff, pixel_scale, size): The random number generator dim: int Dimensions of the final image - buff: int, optional + buff: int Buffer region where no objects will be drawn. pixel_scale: float pixel scale @@ -308,7 +219,7 @@ def get_random_disk_shifts(*, rng, dim, buff, pixel_scale, size): The random number generator dim: int Dimensions of the final image - buff: int, optional + buff: int Buffer region where no objects will be drawn. pixel_scale: float pixel scale @@ -322,10 +233,10 @@ def get_random_disk_shifts(*, rng, dim, buff, pixel_scale, size): arcsec """ - radius = (dim - 2*buff) / 2.0 * pixel_scale + radius = (dim - 2 * buff) / 2.0 * pixel_scale if radius < 0: # prevent user using a buffer that is too large - raise ValueError("dim - 2*buff < 0") + raise ValueError("dim - 2 * buff < 0") radius_square = radius**2. # evenly distributed within a radius, min(nx, ny)*rfrac @@ -336,49 +247,3 @@ def get_random_disk_shifts(*, rng, dim, buff, pixel_scale, size): shifts['dx'] = rarray*np.cos(tarray) shifts['dy'] = rarray*np.sin(tarray) return shifts - - -def get_pair_shifts(*, rng, sep, pixel_scale=SCALE): - """ - get a set of gridded shifts, with random shifts at the pixel scale - - Parameters - ---------- - rng: numpy.random.RandomState - The random number generator - sep: float - Separation of pair in arcsec - pixel_scale: float - pixel scale - - Returns - ------- - shifts: array - Array with dx, dy offset fields for each point, in arcsec - """ - - shifts = np.zeros(2, dtype=[('dx', 'f8'), ('dy', 'f8')]) - - angle = rng.uniform(low=0, high=np.pi) - shift_radius = sep / 2 - - xdither, ydither = pixel_scale * rng.uniform(low=-0.5, high=0.5, size=2) - - dx1 = np.cos(angle)*shift_radius - dy1 = np.sin(angle)*shift_radius - dx2 = -dx1 - dy2 = -dy1 - - dx1 += xdither - dy1 += ydither - - dx2 += xdither - dy2 += ydither - - shifts['dx'][0] = dx1 - shifts['dy'][0] = dy1 - - shifts['dx'][1] = dx2 - shifts['dy'][1] = dy2 - - return shifts diff --git a/descwl_shear_sims/sim.py b/descwl_shear_sims/sim.py index 0a740021..9f4638a2 100644 --- a/descwl_shear_sims/sim.py +++ b/descwl_shear_sims/sim.py @@ -390,7 +390,7 @@ def make_exp( radius_pixels: radius of mask in pixels has_bleed: bool, True if there is a bleed trail """ - dims = [dim]*2 + dims = [dim] * 2 # Galsim uses 1 offset. An array with length =dim=5 # The center is at 3=(5+1)/2 cen = (np.array(dims)+1)/2 diff --git a/descwl_shear_sims/stars.py b/descwl_shear_sims/stars.py index d06240e7..5157e7b8 100644 --- a/descwl_shear_sims/stars.py +++ b/descwl_shear_sims/stars.py @@ -7,7 +7,7 @@ from .constants import SCALE from .cache_tools import cached_catalog_read -from .shifts import Layout +from .layout import Layout DEFAULT_MIN_STAR_DENSITY = 2 # unit: per square arcmin DEFAULT_MAX_STAR_DENSITY = 100 From c869b28a4a7b78de9255e10e613304cf32d564b5 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Wed, 13 Dec 2023 11:02:58 +0900 Subject: [PATCH 18/20] fix bug --- descwl_shear_sims/galaxies.py | 9 +++++++-- descwl_shear_sims/sim.py | 9 +++++---- descwl_shear_sims/tests/test_pairs.py | 11 +++++++---- 3 files changed, 19 insertions(+), 10 deletions(-) diff --git a/descwl_shear_sims/galaxies.py b/descwl_shear_sims/galaxies.py index fcdb9c60..e56258a7 100644 --- a/descwl_shear_sims/galaxies.py +++ b/descwl_shear_sims/galaxies.py @@ -52,10 +52,15 @@ def make_galaxy_catalog( """ if isinstance(layout, str): - layout = Layout(layout, coadd_dim, buff, pixel_scale) + layout = Layout( + layout_name=layout, + coadd_dim=coadd_dim, + buff=buff, + pixel_scale=pixel_scale, + ) else: assert isinstance(layout, Layout) - if layout == 'pair': + if layout.layout_name == 'pair': if sep is None: raise ValueError( f'send sep= for gal_type {gal_type} and layout {layout}' diff --git a/descwl_shear_sims/sim.py b/descwl_shear_sims/sim.py index 9f4638a2..45ff7976 100644 --- a/descwl_shear_sims/sim.py +++ b/descwl_shear_sims/sim.py @@ -156,7 +156,11 @@ def make_sim( survey_name=survey_name, ).pixel_scale - if not hasattr(galaxy_catalog, "layout"): + if hasattr(galaxy_catalog.layout, "wcs") and \ + hasattr(galaxy_catalog.layout, "bbox"): + coadd_wcs = galaxy_catalog.layout.wcs + coadd_bbox = galaxy_catalog.layout.bbox + else: if not isinstance(coadd_dim, int): raise ValueError( "coadd_dim should be int when galaxy catalog does not", @@ -166,9 +170,6 @@ def make_sim( coadd_dim, pixel_scale=pixel_scale, ) - else: - coadd_wcs = galaxy_catalog.layout.wcs - coadd_bbox = galaxy_catalog.layout.bbox coadd_bbox_cen_gs_skypos = get_coadd_center_gs_pos( coadd_wcs=coadd_wcs, coadd_bbox=coadd_bbox, ) diff --git a/descwl_shear_sims/tests/test_pairs.py b/descwl_shear_sims/tests/test_pairs.py index 63b22c33..23a1e2f6 100644 --- a/descwl_shear_sims/tests/test_pairs.py +++ b/descwl_shear_sims/tests/test_pairs.py @@ -1,10 +1,10 @@ import pytest import numpy as np -from ..galaxies import make_galaxy_catalog, DEFAULT_FIXED_GAL_CONFIG -from ..psfs import make_fixed_psf +from descwl_shear_sims.galaxies import make_galaxy_catalog, DEFAULT_FIXED_GAL_CONFIG +from descwl_shear_sims.psfs import make_fixed_psf -from ..sim import make_sim -from ..constants import ZERO_POINT +from descwl_shear_sims.sim import make_sim +from descwl_shear_sims.constants import ZERO_POINT from descwl_shear_sims.shear import ShearConstant @@ -54,3 +54,6 @@ def test_pairs_smoke(dither, rotate): avg_flux = imsum / 2 mag = ZERO_POINT - 2.5*np.log10(avg_flux) assert abs(mag - DEFAULT_FIXED_GAL_CONFIG['mag']) < 0.005 + +if __name__ == '__main__': + test_pairs_smoke(True, False) From e680d8ec7066e9d9984df3eb0c48518b66a3a0f6 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Wed, 13 Dec 2023 11:10:25 +0900 Subject: [PATCH 19/20] lint --- descwl_shear_sims/sim.py | 2 +- descwl_shear_sims/tests/test_pairs.py | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/descwl_shear_sims/sim.py b/descwl_shear_sims/sim.py index 45ff7976..12d96f18 100644 --- a/descwl_shear_sims/sim.py +++ b/descwl_shear_sims/sim.py @@ -157,7 +157,7 @@ def make_sim( ).pixel_scale if hasattr(galaxy_catalog.layout, "wcs") and \ - hasattr(galaxy_catalog.layout, "bbox"): + hasattr(galaxy_catalog.layout, "bbox"): coadd_wcs = galaxy_catalog.layout.wcs coadd_bbox = galaxy_catalog.layout.bbox else: diff --git a/descwl_shear_sims/tests/test_pairs.py b/descwl_shear_sims/tests/test_pairs.py index 23a1e2f6..a9146f84 100644 --- a/descwl_shear_sims/tests/test_pairs.py +++ b/descwl_shear_sims/tests/test_pairs.py @@ -55,5 +55,6 @@ def test_pairs_smoke(dither, rotate): mag = ZERO_POINT - 2.5*np.log10(avg_flux) assert abs(mag - DEFAULT_FIXED_GAL_CONFIG['mag']) < 0.005 + if __name__ == '__main__': test_pairs_smoke(True, False) From e7e278675487bbefa367c13368a19e1c001ac7c5 Mon Sep 17 00:00:00 2001 From: Xiangchong Li Date: Tue, 19 Dec 2023 00:32:46 +0900 Subject: [PATCH 20/20] update all the unit tests to relative path --- descwl_shear_sims/tests/test_artifacts.py | 4 ++-- descwl_shear_sims/tests/test_config.py | 2 +- descwl_shear_sims/tests/test_correlated_noise.py | 2 +- descwl_shear_sims/tests/test_galaxies.py | 8 ++++---- descwl_shear_sims/tests/test_nonzero_sky.py | 2 +- descwl_shear_sims/tests/test_pairs.py | 10 +++++----- descwl_shear_sims/tests/test_sim.py | 14 +++++++------- descwl_shear_sims/tests/test_sim_center.py | 8 ++++---- .../tests/test_star_masks_and_bleeds.py | 16 ++++++++-------- 9 files changed, 33 insertions(+), 33 deletions(-) diff --git a/descwl_shear_sims/tests/test_artifacts.py b/descwl_shear_sims/tests/test_artifacts.py index f1c41c95..b27dac73 100644 --- a/descwl_shear_sims/tests/test_artifacts.py +++ b/descwl_shear_sims/tests/test_artifacts.py @@ -5,8 +5,8 @@ import numpy as np import galsim -from descwl_shear_sims.masking import get_bmask_and_set_image -from descwl_shear_sims.artifacts import ( +from ..masking import get_bmask_and_set_image +from ..artifacts import ( generate_bad_columns, generate_cosmic_rays, ) diff --git a/descwl_shear_sims/tests/test_config.py b/descwl_shear_sims/tests/test_config.py index a2c6f7b4..4517eb61 100644 --- a/descwl_shear_sims/tests/test_config.py +++ b/descwl_shear_sims/tests/test_config.py @@ -1,6 +1,6 @@ import pytest -from descwl_shear_sims.sim import get_sim_config +from ..sim import get_sim_config def test_config_smoke(): diff --git a/descwl_shear_sims/tests/test_correlated_noise.py b/descwl_shear_sims/tests/test_correlated_noise.py index 56ebea38..f1e861b5 100644 --- a/descwl_shear_sims/tests/test_correlated_noise.py +++ b/descwl_shear_sims/tests/test_correlated_noise.py @@ -5,7 +5,7 @@ from ..galaxies import make_galaxy_catalog from numba import njit -from descwl_shear_sims.shear import ShearConstant +from ..shear import ShearConstant shear_obj = ShearConstant(g1=0.02, g2=0.) diff --git a/descwl_shear_sims/tests/test_galaxies.py b/descwl_shear_sims/tests/test_galaxies.py index fd19c5dc..8457913f 100644 --- a/descwl_shear_sims/tests/test_galaxies.py +++ b/descwl_shear_sims/tests/test_galaxies.py @@ -1,15 +1,15 @@ import pytest import numpy as np -from descwl_shear_sims.galaxies import ( +from ..galaxies import ( make_galaxy_catalog, FixedGalaxyCatalog, GalaxyCatalog, FixedPairGalaxyCatalog, PairGalaxyCatalog, ) -from descwl_shear_sims.psfs import make_fixed_psf -from descwl_shear_sims.sim import make_sim -from descwl_shear_sims.shear import ShearConstant +from ..psfs import make_fixed_psf +from ..sim import make_sim +from ..shear import ShearConstant shear_obj = ShearConstant(g1=0.02, g2=0.) diff --git a/descwl_shear_sims/tests/test_nonzero_sky.py b/descwl_shear_sims/tests/test_nonzero_sky.py index 6a6ceb03..c38c88a6 100644 --- a/descwl_shear_sims/tests/test_nonzero_sky.py +++ b/descwl_shear_sims/tests/test_nonzero_sky.py @@ -3,7 +3,7 @@ from ..psfs import make_fixed_psf from ..sim import make_sim -from descwl_shear_sims.shear import ShearConstant +from ..shear import ShearConstant shear_obj = ShearConstant(g1=0.02, g2=0.) diff --git a/descwl_shear_sims/tests/test_pairs.py b/descwl_shear_sims/tests/test_pairs.py index a9146f84..d3a94621 100644 --- a/descwl_shear_sims/tests/test_pairs.py +++ b/descwl_shear_sims/tests/test_pairs.py @@ -1,12 +1,12 @@ import pytest import numpy as np -from descwl_shear_sims.galaxies import make_galaxy_catalog, DEFAULT_FIXED_GAL_CONFIG -from descwl_shear_sims.psfs import make_fixed_psf +from ..galaxies import make_galaxy_catalog, DEFAULT_FIXED_GAL_CONFIG +from ..psfs import make_fixed_psf -from descwl_shear_sims.sim import make_sim -from descwl_shear_sims.constants import ZERO_POINT +from ..sim import make_sim +from ..constants import ZERO_POINT -from descwl_shear_sims.shear import ShearConstant +from ..shear import ShearConstant shear_obj = ShearConstant(g1=0.02, g2=0.) diff --git a/descwl_shear_sims/tests/test_sim.py b/descwl_shear_sims/tests/test_sim.py index 42721f83..f99668d8 100644 --- a/descwl_shear_sims/tests/test_sim.py +++ b/descwl_shear_sims/tests/test_sim.py @@ -4,16 +4,16 @@ from copy import deepcopy import lsst.afw.image as afw_image import lsst.afw.geom as afw_geom -from descwl_shear_sims.surveys import get_survey, DEFAULT_SURVEY_BANDS +from ..surveys import get_survey, DEFAULT_SURVEY_BANDS -from descwl_shear_sims.galaxies import make_galaxy_catalog, DEFAULT_FIXED_GAL_CONFIG -from descwl_shear_sims.stars import StarCatalog, make_star_catalog -from descwl_shear_sims.psfs import make_fixed_psf, make_ps_psf +from ..galaxies import make_galaxy_catalog, DEFAULT_FIXED_GAL_CONFIG +from ..stars import StarCatalog, make_star_catalog +from ..psfs import make_fixed_psf, make_ps_psf -from descwl_shear_sims.sim import make_sim, get_se_dim -from descwl_shear_sims.constants import ZERO_POINT +from ..sim import make_sim, get_se_dim +from ..constants import ZERO_POINT -from descwl_shear_sims.shear import ShearConstant +from ..shear import ShearConstant shear_obj = ShearConstant(g1=0.02, g2=0.) diff --git a/descwl_shear_sims/tests/test_sim_center.py b/descwl_shear_sims/tests/test_sim_center.py index 5fa57f56..3e0ecac9 100644 --- a/descwl_shear_sims/tests/test_sim_center.py +++ b/descwl_shear_sims/tests/test_sim_center.py @@ -6,10 +6,10 @@ import pytest import galsim import numpy as np -from descwl_shear_sims.sim import make_sim -from descwl_shear_sims.galaxies import make_galaxy_catalog -from descwl_shear_sims.psfs import make_fixed_psf # for making a power spectrum PSF -from descwl_shear_sims.shear import ShearConstant +from ..sim import make_sim +from ..galaxies import make_galaxy_catalog +from ..psfs import make_fixed_psf # for making a power spectrum PSF +from ..shear import ShearConstant shear_obj = ShearConstant(g1=0.02, g2=0.) diff --git a/descwl_shear_sims/tests/test_star_masks_and_bleeds.py b/descwl_shear_sims/tests/test_star_masks_and_bleeds.py index 9fae6c02..326d4130 100644 --- a/descwl_shear_sims/tests/test_star_masks_and_bleeds.py +++ b/descwl_shear_sims/tests/test_star_masks_and_bleeds.py @@ -3,14 +3,14 @@ import galsim import pytest -from descwl_shear_sims.lsst_bits import get_flagval -from descwl_shear_sims.saturation import BAND_SAT_VALS -from descwl_shear_sims.artifacts.star_bleeds import add_bleed -from descwl_shear_sims.stars import StarCatalog -from descwl_shear_sims.galaxies import make_galaxy_catalog -from descwl_shear_sims.psfs import make_fixed_psf -from descwl_shear_sims.sim import make_sim -from descwl_shear_sims.shear import ShearConstant +from ..lsst_bits import get_flagval +from ..saturation import BAND_SAT_VALS +from ..artifacts.star_bleeds import add_bleed +from ..stars import StarCatalog +from ..galaxies import make_galaxy_catalog +from ..psfs import make_fixed_psf +from ..sim import make_sim +from ..shear import ShearConstant shear_obj = ShearConstant(g1=0., g2=0.)