From d4d291c97e3e96d3655d5c69a8ce90b15d8e685c Mon Sep 17 00:00:00 2001 From: Justin Roberts-Pierel Date: Wed, 22 Apr 2020 19:05:17 -0400 Subject: [PATCH] docs updates and series bug --- docs/source/_examples/fitting.py | 125 ------ docs/source/_examples/plot_fitting.py | 142 +++++++ .../_examples/{micro.py => plot_micro.py} | 4 +- docs/source/_examples/plot_sim.py | 26 ++ docs/source/_examples/sim.py | 24 -- docs/source/examples.rst | 147 +++++++ docs/source/examples/fitting.ipynb | 18 +- docs/source/examples/fitting.py | 31 +- docs/source/examples/fitting.rst | 29 +- docs/source/examples/fitting_codeobj.pickle | Bin 213 -> 345 bytes .../images/sphx_glr_plot_fitting_001.png | Bin 0 -> 69437 bytes .../images/sphx_glr_plot_fitting_002.png | Bin 0 -> 146030 bytes .../images/sphx_glr_plot_fitting_003.png | Bin 0 -> 142754 bytes .../images/sphx_glr_plot_fitting_004.png | Bin 0 -> 68776 bytes .../images/sphx_glr_plot_fitting_005.png | Bin 0 -> 269677 bytes .../images/sphx_glr_plot_fitting_006.png | Bin 0 -> 47381 bytes .../images/sphx_glr_plot_fitting_007.png | Bin 0 -> 68389 bytes .../images/sphx_glr_plot_fitting_008.png | Bin 0 -> 70292 bytes .../images/sphx_glr_plot_fitting_009.png | Bin 0 -> 69150 bytes .../images/sphx_glr_plot_micro_001.png | Bin 0 -> 515045 bytes .../images/sphx_glr_plot_micro_002.png | Bin 0 -> 58623 bytes .../examples/images/sphx_glr_plot_sim_001.png | Bin 0 -> 38040 bytes .../thumb/sphx_glr_plot_fitting_thumb.png | Bin 0 -> 20832 bytes .../thumb/sphx_glr_plot_micro_thumb.png | Bin 0 -> 58389 bytes .../images/thumb/sphx_glr_plot_sim_thumb.png | Bin 0 -> 17210 bytes docs/source/examples/index.rst | 22 +- docs/source/examples/plot_fitting.ipynb | 176 ++++++++ docs/source/examples/plot_fitting.py | 142 +++++++ docs/source/examples/plot_fitting.py.md5 | 1 + docs/source/examples/plot_fitting.rst | 378 ++++++++++++++++++ .../examples/plot_fitting_codeobj.pickle | Bin 0 -> 4092 bytes docs/source/examples/plot_micro.ipynb | 72 ++++ docs/source/examples/plot_micro.py | 26 ++ docs/source/examples/plot_micro.py.md5 | 1 + docs/source/examples/plot_micro.rst | 101 +++++ .../source/examples/plot_micro_codeobj.pickle | Bin 0 -> 928 bytes docs/source/examples/plot_sim.ipynb | 61 +++ docs/source/examples/plot_sim.py | 26 ++ docs/source/examples/plot_sim.py.md5 | 1 + docs/source/examples/plot_sim.rst | 129 ++++++ docs/source/examples/plot_sim_codeobj.pickle | Bin 0 -> 470 bytes docs/source/examples/sg_execution_times.rst | 16 + docs/source/examples/sim.ipynb | 2 +- docs/source/examples/sim.py | 1 - docs/source/examples/sim.rst | 1 - docs/source/index.rst | 10 +- .../generated/sntd._CCM89Dust.examples | 22 + .../sntd.createMultiplyImagedSN.examples | 44 +- .../modules/generated/sntd.curveDict.examples | 22 + .../sntd.curveDict.plot_fit.examples | 22 + .../sntd.curveDict.plot_object.examples | 22 + .../modules/generated/sntd.fit_data.examples | 8 +- .../generated/sntd.load_example_data.examples | 22 + .../sntd.microcaustic_field_to_curve.examples | 6 +- ...d.microcaustic_field_to_curve.examples.new | 22 + .../generated/sntd.realizeMicro.examples | 6 +- .../generated/sntd.realizeMicro.examples.new | 22 + .../generated/sntd.table_factory.examples | 22 + docs/source/requirements2.txt | 1 + sntd/data/examples/example_image_1.dat | 116 +++--- sntd/data/examples/example_image_2.dat | 138 +++---- sntd/fitting.py | 113 +++--- 62 files changed, 1874 insertions(+), 446 deletions(-) delete mode 100644 docs/source/_examples/fitting.py create mode 100644 docs/source/_examples/plot_fitting.py rename docs/source/_examples/{micro.py => plot_micro.py} (82%) create mode 100644 docs/source/_examples/plot_sim.py delete mode 100644 docs/source/_examples/sim.py create mode 100644 docs/source/examples.rst create mode 100644 docs/source/examples/images/sphx_glr_plot_fitting_001.png create mode 100644 docs/source/examples/images/sphx_glr_plot_fitting_002.png create mode 100644 docs/source/examples/images/sphx_glr_plot_fitting_003.png create mode 100644 docs/source/examples/images/sphx_glr_plot_fitting_004.png create mode 100644 docs/source/examples/images/sphx_glr_plot_fitting_005.png create mode 100644 docs/source/examples/images/sphx_glr_plot_fitting_006.png create mode 100644 docs/source/examples/images/sphx_glr_plot_fitting_007.png create mode 100644 docs/source/examples/images/sphx_glr_plot_fitting_008.png create mode 100644 docs/source/examples/images/sphx_glr_plot_fitting_009.png create mode 100644 docs/source/examples/images/sphx_glr_plot_micro_001.png create mode 100644 docs/source/examples/images/sphx_glr_plot_micro_002.png create mode 100644 docs/source/examples/images/sphx_glr_plot_sim_001.png create mode 100644 docs/source/examples/images/thumb/sphx_glr_plot_fitting_thumb.png create mode 100644 docs/source/examples/images/thumb/sphx_glr_plot_micro_thumb.png create mode 100644 docs/source/examples/images/thumb/sphx_glr_plot_sim_thumb.png create mode 100644 docs/source/examples/plot_fitting.ipynb create mode 100644 docs/source/examples/plot_fitting.py create mode 100644 docs/source/examples/plot_fitting.py.md5 create mode 100644 docs/source/examples/plot_fitting.rst create mode 100644 docs/source/examples/plot_fitting_codeobj.pickle create mode 100644 docs/source/examples/plot_micro.ipynb create mode 100644 docs/source/examples/plot_micro.py create mode 100644 docs/source/examples/plot_micro.py.md5 create mode 100644 docs/source/examples/plot_micro.rst create mode 100644 docs/source/examples/plot_micro_codeobj.pickle create mode 100644 docs/source/examples/plot_sim.ipynb create mode 100644 docs/source/examples/plot_sim.py create mode 100644 docs/source/examples/plot_sim.py.md5 create mode 100644 docs/source/examples/plot_sim.rst create mode 100644 docs/source/examples/plot_sim_codeobj.pickle create mode 100644 docs/source/examples/sg_execution_times.rst create mode 100644 docs/source/modules/generated/sntd._CCM89Dust.examples create mode 100644 docs/source/modules/generated/sntd.curveDict.examples create mode 100644 docs/source/modules/generated/sntd.curveDict.plot_fit.examples create mode 100644 docs/source/modules/generated/sntd.curveDict.plot_object.examples create mode 100644 docs/source/modules/generated/sntd.load_example_data.examples create mode 100644 docs/source/modules/generated/sntd.microcaustic_field_to_curve.examples.new create mode 100644 docs/source/modules/generated/sntd.realizeMicro.examples.new create mode 100644 docs/source/modules/generated/sntd.table_factory.examples diff --git a/docs/source/_examples/fitting.py b/docs/source/_examples/fitting.py deleted file mode 100644 index d60d301..0000000 --- a/docs/source/_examples/fitting.py +++ /dev/null @@ -1,125 +0,0 @@ -""" -===================== -Measuring Time Delays -===================== - -There are 3 methods built into SNTD to measure time delays -(parallel, series, color). They are accessed by the same -function:`~sntd.fit_data`. Here ``myMISN`` is generated -in the simulation example of the documentation. -""" - -############################################################### -# **Parallel:** - -import sntd - -fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], - params=['x0','t0','x1','c'],constants={'z':1.2},refImage='image_1', - bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1),'mu':(.5,2)},fitOrder=['image_2','image_1'], - method='parallel',microlensing=None,modelcov=False,npoints=500,maxiter=None) -print(fitCurves.parallel.time_delays) -print(fitCurves.parallel.time_delay_errors) -print(fitCurves.parallel.magnifications) -print(fitCurves.parallel.magnification_errors) -fitCurves.plot_object(showFit=True,method='parallel') -fitCurves.plot_fit(method='parallel') -fitCurves.plot_fit(method='parallel') - - -##################################################################################################################################### -# Note that the bounds for the 't0' parameter are not absolute, the actual peak time will be estimated (unless t0_guess is defined) -# and the defined bounds will be added to this value. Similarly for amplitude, where bounds are multiplicative -# -# Other methods are called in a similar fashion, with a couple of extra arguments: -# -# **Series:** - - -fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], - params=['x1','c'],constants={'z':zs},refImage='image_1', - bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)}, - method='series',npoints=500) - - -print(fitCurves.series.time_delays) -print(fitCurves.series.time_delay_errors) -print(fitCurves.series.magnifications) -print(fitCurves.series.magnification_errors) -fitCurves.plot_object(showFit=True,method='series') -fitCurves.plot_fit(method='series') - -############################################################### -# **Color:** - - - -fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], - params=['c'],constants={'z':zs,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', - bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)}, - method='color',microlensing=None,modelcov=False,npoints=500,maxiter=None) - -print(fitCurves.color.time_delays) -print(fitCurves.color.time_delay_errors) -fitCurves.plot_object(showFit=True,method='color') -fitCurves.plot_fit(method='color') - -################################################################################################################################################################# -# You can include your fit from the parallel method as a prior on light curve and time delay parameters in the series/color methods with the "fit_prior" command: - - - -fitCurves_parallel=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], - params=['x0','t0','x1','c'],constants={'z':1.2},refImage='image_1', - bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1),'mu':(.5,2)},fitOrder=['image_2','image_1'], - method='parallel',microlensing=None,modelcov=False,npoints=500,maxiter=None) -fitCurves_color=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], - params=['c'],constants={'z':zs,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', - bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)},fit_prior=fitCurves_parallel, - method='color',microlensing=None,modelcov=False,npoints=500,maxiter=None) - -################################################################################################################################### -# **Fitting Using Extra Propagation Effects** -# -# You might also want to include other propagation effects in your fitting model, and fit relevant parameters. This can be done by -# simply adding effects to an SNCosmo model, in the same way as if you were fitting a single SN with SNCosmo. First we can add some -# extreme dust in the source and lens frames (your final simulations may look slightly different as **c** is chosen randomly): - - - -myMISN = sntd.createMultiplyImagedSN(sourcename='salt2', snType='Ia', redshift=1.45,z_lens=.53, bands=['F110W','F160W'], - zp=[26.9,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[10,5], - objectName='My Type Ia SN',telescopename='HST',av_lens=1.5, - av_host=1) -print(myMISN.images['image_1'].simMeta['lensebv'], - myMISN.images['image_1'].simMeta['hostebv'], - myMISN.images['image_1'].simMeta['c']) - -################################################################################ -# Okay, now we can fit the MISN first without taking these effects into account: - - - -fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2',bands=['F110W','F160W'], - params=['x0','x1','t0','c'], - constants={'z':1.45}, - bounds={'t0':(-15,15),'x1':(-2,2),'c':(-1,1)}, - showPlots=True) - -######################################################################################################################## -# We can see that the fitter has done reasonably well, and the time delay is still accurate (True delay is 60 days). -# However, one issue is that the measured value for **c** (0.805) is vastly different than the actual value (0.098) -# as it attempts to compensate for extinction without a propagation effect. Now let's add in the propagation effects: - - -dust = sncosmo.CCM89Dust() -salt2_model=sncosmo.Model('salt2',effects=[dust,dust],effect_names=['lens','host'],effect_frames=['free','rest']) -fitCurves=sntd.fit_data(myMISN,snType='Ia', models=salt2_model,bands=['F110W','F160W'], - params=['x0','x1','t0','c','lensebv','hostebv'], - constants={'z':1.45,'lensr_v':3.1,'lensz':0.53,'hostr_v':3.1}, - bounds={'t0':(-15,15),'x1':(-2,2),'c':(-1,1),'lensebv':(0,1.),'hostebv':(0,1.)}, - showPlots=True) - -######################################################################################################################## -# Now the measured value for **c** (0.057) is much closer to reality, and the measured times of peak are somewhat -# more accurate. diff --git a/docs/source/_examples/plot_fitting.py b/docs/source/_examples/plot_fitting.py new file mode 100644 index 0000000..be07182 --- /dev/null +++ b/docs/source/_examples/plot_fitting.py @@ -0,0 +1,142 @@ +""" +===================== +Measuring Time Delays +===================== + +A series of examples demonstrating various fitting options +with SNTD. +""" + +############################################################### +# There are 3 methods built into SNTD to measure time delays +# (parallel, series, color). They are accessed by the same +# function:`~sntd.fit_data`. Here ``myMISN`` could be generated +# in the simulation example of the documentation. The true +# delay for all of these fits is 50 days. +# +# **Parallel:** + +import sntd + +ex_1,ex_2=sntd.load_example_data() +myMISN=sntd.table_factory([ex_1,ex_2],telescopename='HST',object_name='example_SN') + +fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x0','t0','x1','c'],constants={'z':1.4},refImage='image_1',cut_time=[-50,30], + bounds={'t0':(-20,20),'x1':(-3,3),'c':(-.5,.5),'mu':(.5,2)},fitOrder=['image_2','image_1'], + method='parallel',microlensing=None,modelcov=False,npoints=100) +print(fitCurves.parallel.time_delays) +print(fitCurves.parallel.time_delay_errors) +print(fitCurves.parallel.magnifications) +print(fitCurves.parallel.magnification_errors) +fitCurves.plot_object(showFit=True,method='parallel') +fitCurves.plot_fit(method='parallel',par_image='image_1') +fitCurves.plot_fit(method='parallel',par_image='image_2') + +##################################################################################################################################### +# Note that the bounds for the 't0' parameter are not absolute, the actual peak time will be estimated (unless t0_guess is defined) +# and the defined bounds will be added to this value. Similarly for amplitude, where bounds are multiplicative +# +# Other methods are called in a similar fashion, with a couple of extra arguments: +# +# **Series:** + + +fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x1','c'],constants={'z':1.4},refImage='image_1',cut_time=[-50,30], + bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-.5,.5)}, + method='series',npoints=100) + + +print(fitCurves.series.time_delays) +print(fitCurves.series.time_delay_errors) +print(fitCurves.series.magnifications) +print(fitCurves.series.magnification_errors) +fitCurves.plot_object(showFit=True,method='series') +fitCurves.plot_fit(method='series') + +############################################################### +# **Color:** + + + +fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['c'],constants={'z':1.4,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', + bounds={'td':(-20,20),'mu':(.5,2),'c':(-.5,.5)},cut_time=[-50,30], + method='color',microlensing=None,modelcov=False,npoints=100,maxiter=None) + +print(fitCurves.color.time_delays) +print(fitCurves.color.time_delay_errors) +fitCurves.plot_object(showFit=True,method='color') +fitCurves.plot_fit(method='color') + +################################################################################################################################################################# +# You can include your fit from the parallel method as a prior on light curve and time delay parameters in the series/color methods with the "fit_prior" command: + + + +fitCurves_parallel=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x0','t0','x1','c'],constants={'z':1.4},refImage='image_1', + bounds={'t0':(-20,20),'x1':(-3,3),'c':(-.5,.5),'mu':(.5,2)},fitOrder=['image_2','image_1'],cut_time=[-50,30], + method='parallel',microlensing=None,modelcov=False,npoints=100,maxiter=None) +fitCurves_color=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],cut_time=[-50,30], + params=['c'],constants={'z':1.4,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', + bounds={'td':(-20,20),'mu':(.5,2),'c':(-.5,.5)},fit_prior=fitCurves_parallel, + method='color',microlensing=None,modelcov=False,npoints=100,maxiter=None) + +print(fitCurves_parallel.parallel.time_delays) +print(fitCurves_parallel.parallel.time_delay_errors) +print(fitCurves_color.color.time_delays) +print(fitCurves_color.color.time_delay_errors) +################################################################################################################################### +# **Fitting Using Extra Propagation Effects** +# +# You might also want to include other propagation effects in your fitting model, and fit relevant parameters. This can be done by +# simply adding effects to an SNCosmo model, in the same way as if you were fitting a single SN with SNCosmo. First we can add some +# extreme dust in the source and lens frames (your final simulations may look slightly different as **c** is chosen randomly): + + + +myMISN2 = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.4,z_lens=.53, bands=['F110W','F160W'], + zp=[26.9,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[20,10], + objectName='My Type Ia SN',telescopename='HST',av_lens=1.5, + av_host=1) +print('lensebv:',myMISN2.images['image_1'].simMeta['lensebv'], + 'hostebv:',myMISN2.images['image_1'].simMeta['hostebv'], + 'c:',myMISN2.images['image_1'].simMeta['c']) + +################################################################################ +# Okay, now we can fit the MISN first without taking these effects into account: + + + +fitCurves_dust=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x0','x1','t0','c'],npoints=200, + constants={'z':1.4},minsnr=1,cut_time=[-50,30], + bounds={'t0':(-15,15),'x1':(-3,3),'c':(-.5,.5)}) +print(fitCurves_dust.parallel.time_delays) +print(fitCurves_dust.parallel.time_delay_errors) +print('c:',fitCurves_dust.images['image_1'].fits.model.get('c')) +fitCurves_dust.plot_object(showFit=True) +######################################################################################################################## +# We can see that the fitter has done reasonably well, and the time delay is still accurate (True delay is 50 days). +# However, one issue is that the measured value for **c** is vastly different than the actual value +# as it attempts to compensate for extinction without a propagation effect. Now let's add in the propagation effects: + +import sncosmo +dust = sncosmo.CCM89Dust() +salt2_model=sncosmo.Model('salt2-extended',effects=[dust,dust],effect_names=['lens','host'],effect_frames=['free','rest']) +fitCurves_dust=sntd.fit_data(myMISN2,snType='Ia', models=salt2_model,bands=['F110W','F160W'],npoints=200, + params=['x0','x1','t0','c','lensebv','hostebv'],minsnr=1,cut_time=[-50,30], + constants={'z':1.4,'lensr_v':3.1,'lensz':0.53,'hostr_v':3.1}, + bounds={'t0':(-15,15),'x1':(-3,3),'c':(-.5,.5),'lensebv':(0,1.),'hostebv':(0,1.)}) + +print(fitCurves_dust.parallel.time_delays) +print(fitCurves_dust.parallel.time_delay_errors) +print('c:',fitCurves_dust.images['image_1'].fits.model.get('c'), + 'lensebv:',fitCurves_dust.images['image_1'].fits.model.get('lensebv'), + 'hostebv:',fitCurves_dust.images['image_1'].fits.model.get('hostebv')) +fitCurves_dust.plot_object(showFit=True) +######################################################################################################################## +# Now the measured value for **c** is much closer to reality, and the measured times of peak are somewhat +# more accurate. diff --git a/docs/source/_examples/micro.py b/docs/source/_examples/plot_micro.py similarity index 82% rename from docs/source/_examples/micro.py rename to docs/source/_examples/plot_micro.py index 7f58073..7cc0df7 100644 --- a/docs/source/_examples/micro.py +++ b/docs/source/_examples/plot_micro.py @@ -20,7 +20,7 @@ -myMISN2 = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.2,z_lens=.5, bands=['F110W','F160W'], +myMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.2,z_lens=.5, bands=['F110W','F160W'], zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[7,3.5], objectName='My Type Ia SN',telescopename='HST', microlensing_type='AchromaticMicrolensing',microlensing_params=myML) -myMISN2.plot_object(showMicro=True) \ No newline at end of file +myMISN.plot_object(showMicro=True) \ No newline at end of file diff --git a/docs/source/_examples/plot_sim.py b/docs/source/_examples/plot_sim.py new file mode 100644 index 0000000..5580816 --- /dev/null +++ b/docs/source/_examples/plot_sim.py @@ -0,0 +1,26 @@ +""" +===================== +Simulating Supernovae +===================== + +Simulating a multiply-imaged supernova. +""" + +############################################################### +# Create a simulated multiply-imaged supernova that we can then fit, +# with no microlensing included in the simulation. Note that your final +# printed information will be different, as this is a randomly generated +# supernova. +# +# **No Microlensing** + +import sntd + +myMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.4,z_lens=.53, bands=['F110W','F160W'], + zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[20., 70.], magnifications=[10,5], + objectName='My Type Ia SN',telescopename='HST') +print(myMISN) +myMISN.plot_object() + + + diff --git a/docs/source/_examples/sim.py b/docs/source/_examples/sim.py deleted file mode 100644 index 73c5130..0000000 --- a/docs/source/_examples/sim.py +++ /dev/null @@ -1,24 +0,0 @@ -""" -=========== -Simulations -=========== - -Create a simulated multiply-imaged supernova that we can then fit, -with no microlensing included in the simulation. Note that your final -printed information will be different, as this is a randomly generated -supernova. -""" - -############################################################### -# **No Microlensing** - -import sntd - -myMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.33,z_lens=.53, bands=['F110W','F125W'], - zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[7,3.5], - objectName='My Type Ia SN',telescopename='HST') -print(myMISN) -myMISN.plot_object() - - - diff --git a/docs/source/examples.rst b/docs/source/examples.rst new file mode 100644 index 0000000..32af950 --- /dev/null +++ b/docs/source/examples.rst @@ -0,0 +1,147 @@ +******************* +Using Your Own Data +******************* +In order to fit your own data, you must turn your light curve into an astropy table. There is an example multiply-imaged +SN example provided for reference. In this example, we have a doubly-imaged SN with image files (in the sntd/data/examples folder) +'example_image_1.dat' and 'example_image_2.dat'. The only optional column in these files is "image", which sets the name of the key +used to reference this SN image. If you do not provide flux/fluxerr but instead magnitude/magerr SNTD will attemp to translate to +flux/fluxerr, but it's best to simply provide flux from the beginning to avoid conversion errors. First we can read in these tables: + +.. code-block:: python + + ex_1,ex_2=sntd.load_example_data() + print(ex_1) + +Out:: + + time band flux ... zp zpsys image + ------------------ ----- ------------------ ... ---- ----- ------- + 0.0 F125W 64.59429430606906 ... 26.8 AB image_1 + 2.0224719101123596 F125W 62.408324396966 ... 26.8 AB image_1 + 4.044943820224719 F125W 68.10359798573809 ... 26.8 AB image_1 + 6.067415730337078 F125W 71.76160753594853 ... 26.8 AB image_1 + 8.089887640449438 F125W 73.43467553050705 ... 26.8 AB image_1 + 10.112359550561798 F125W 74.34296720689296 ... 26.8 AB image_1 + 12.134831460674157 F125W 71.73347707161632 ... 26.8 AB image_1 + 14.157303370786517 F125W 72.93187923529568 ... 26.8 AB image_1 + 16.179775280898877 F125W 70.64111678688164 ... 26.8 AB image_1 + 18.202247191011235 F125W 69.31085357488871 ... 26.8 AB image_1 + ... ... ... ... ... ... ... + 38.426966292134836 F160W 19.950527074094737 ... 26.2 AB image_1 + 40.449438202247194 F160W 20.963076283234553 ... 26.2 AB image_1 + 42.47191011235955 F160W 21.402880246191344 ... 26.2 AB image_1 + 44.49438202247191 F160W 18.28098879531828 ... 26.2 AB image_1 + 46.51685393258427 F160W 18.947732390210522 ... 26.2 AB image_1 + 48.53932584269663 F160W 15.987591900959364 ... 26.2 AB image_1 + 50.56179775280899 F160W 20.011941798193966 ... 26.2 AB image_1 + 52.58426966292135 F160W 15.516064719260328 ... 26.2 AB image_1 + 54.60674157303371 F160W 17.1543325162061 ... 26.2 AB image_1 + 56.62921348314607 F160W 18.25136177909449 ... 26.2 AB image_1 + 58.651685393258425 F160W 17.198071229182016 ... 26.2 AB image_1 + Length = 60 rows + +Now, to turn these two data tables into an SNTD curveDict object that will be fit, we use the table_factory function: + +.. code-block:: python + + new_MISN=sntd.table_factory([ex_1,ex_2],telescopename='HST',object_name='example_SN') + print(new_MISN) + +Out:: + + Telescope: HST + Object: example_SN + Number of bands: 2 + + ------------------ + Image: image_1: + Bands: set(['F160W', 'F125W']) + Date Range: 0.00000->58.65169 + Number of points: 60 + ------------------ + Image: image_2: + Bands: set(['F160W', 'F125W']) + Date Range: 40.44944->119.32584 + Number of points: 80 + ------------------ + +And finally let's fit this SN, which is a Type Ia, with the SALT2 model (your exact time delay may +be slightly different after fitting the example data). For reference, the true delay here is 60 days. + + +.. code-block:: python + + fitCurves=sntd.fit_data(new_MISN,snType='Ia', models='salt2',bands=['F125W','F160W'], + params=['x0','x1','t0','c'],constants={'z':1.33}, + bounds={'t0':(-15,15),'x1':(-2,2),'c':(0,1)}) + print(fitCurves.parallel.time_delays) + fitCurves.plot_object(showFit=True) + plt.show() + + +Out:: + + {'image_1': 0, 'image_2': 60.2649320870058} + +.. image:: examples/example_fit.png + :width: 600px + :align: center + :height: 600px + :alt: alternate text + + +**************************************** +Batch Processing Time Delay Measurements +**************************************** + +Parallel processing and batch processing is built into SNTD in order to fit a large number of (likely simulated) MISN. To access this feature, +simply provide a list of MISN instead of a single sntd curveDict object, specifying whether you want to use multiprocessing (split the list across multiple cores) +or batch processing (splitting the list into multiple jobs with sbatch). If you specify batch mode, you need to provide +the partition and number of jobs you want to implement. + +.. code-block:: python + + myMISN1 = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.33,z_lens=.53, bands=['F110W','F125W'], + zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[7,3.5], + objectName='My Type Ia SN',telescopename='HST') + myMISN2 = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.33,z_lens=.53, bands=['F110W','F125W'], + zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 50.], magnifications=[7,3.5], + objectName='My Type Ia SN',telescopename='HST') + curve_list=[myMISN1,myMISN2] + fitCurves=sntd.fit_data(curve_list,snType='Ia', models='salt2-extended',bands=['F110W','F125W'], + params=['x0','t0','x1','c'],constants={'z':1.3},refImage='image_1', + bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1)},fitOrder=['image_2','image_1'], + method='parallel',npoints=1000,par_or_batch='batch', batch_partition='myPartition',nbatch_jobs=2) + + for curve in fitCurves: + print(curve.parallel.time_delays) + + fitCurves=sntd.fit_data(curve_list,snType='Ia', models='salt2-extended',bands=['F110W','F125W'], + params=['x0','t0','x1','c'],constants={'z':1.3},refImage='image_1', + bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1)},fitOrder=['image_2','image_1'], + method='parallel',npoints=1000,par_or_batch='parallel') + for curve in fitCurves: + print(curve.parallel.time_delays) + +Out:: + + Submitted batch job 5784720 + {'image_1': 0, 'image_2': 60.3528844834} + {'image_1': 0, 'image_2': 40.34982372733} + Fitting MISN number 1... + Fitting MISN number 2... + {'image_1': 0, 'image_2': 60.32583528844834} + {'image_1': 0, 'image_2': 40.22834982372733} + + +If you would like to run multiple methods in a row in batch mode, the recommended way is by providing a list of the methods to the fit_data function. You +can have it use the parallel fit as a prior on the subsequent fits by setting fit_prior to True instead of giving it a curveDict object. + + +.. code-block:: python + + + fitCurves_batch=sntd.fit_data(curve_list,snType='Ia', models='salt2-extended',bands=['F110W','F125W'], + params=['x0','t0','x1','c'],constants={'z':1.3},refImage='image_1',fit_prior=True, + bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1)},fitOrder=['image_2','image_1'], + method=['parallel','series','color'],npoints=1000,par_or_batch='batch', batch_partition='myPartition',nbatch_jobs=2) diff --git a/docs/source/examples/fitting.ipynb b/docs/source/examples/fitting.ipynb index b607312..b2ba910 100644 --- a/docs/source/examples/fitting.ipynb +++ b/docs/source/examples/fitting.ipynb @@ -15,7 +15,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "\n# Measuring Time Delays\n\n\nThere are 3 methods built into SNTD to measure time delays \n(parallel, series, color). They are accessed by the same \nfunction:`~sntd.fit_data`. Here ``myMISN`` is generated\nin the simulation example of the documentation.\n\n" + "\n# Measuring Time Delays\n\n\nThere are 3 methods built into SNTD to measure time delays \n(parallel, series, color). They are accessed by the same \nfunction:`~sntd.fit_data`. Here ``myMISN`` could be generated\nin the simulation example of the documentation.\n\n" ] }, { @@ -33,14 +33,14 @@ }, "outputs": [], "source": [ - "import sntd\n\nfitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n params=['x0','t0','x1','c'],constants={'z':1.2},refImage='image_1',\n bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1),'mu':(.5,2)},fitOrder=['image_2','image_1'],\n method='parallel',microlensing=None,modelcov=False,npoints=500,maxiter=None)\nprint(fitCurves.parallel.time_delays)\nprint(fitCurves.parallel.time_delay_errors)\nprint(fitCurves.parallel.magnifications)\nprint(fitCurves.parallel.magnification_errors)\nfitCurves.plot_object(showFit=True,method='parallel')\nfitCurves.plot_fit(method='parallel')\nfitCurves.plot_fit(method='parallel')" + "import sntd\n\nex_1,ex_2=sntd.load_example_data()\nmyMISN=sntd.table_factory([ex_1,ex_2],telescopename='HST',object_name='example_SN')\n\nfitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n params=['x0','t0','x1','c'],constants={'z':1.2},refImage='image_1',\n bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1),'mu':(.5,2)},fitOrder=['image_2','image_1'],\n method='parallel',microlensing=None,modelcov=False,npoints=500,maxiter=None)\nprint(fitCurves.parallel.time_delays)\nprint(fitCurves.parallel.time_delay_errors)\nprint(fitCurves.parallel.magnifications)\nprint(fitCurves.parallel.magnification_errors)\nfitCurves.plot_object(showFit=True,method='parallel')\nfitCurves.plot_fit(method='parallel')\nfitCurves.plot_fit(method='parallel')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Note that the bounds for the 't0' parameter are not absolute, the actual peak time will be estimated (unless t0_guess is defined)\nand the defined bounds will be added to this value. Similarly for amplitude, where bounds are multiplicative\n\n Other methods are called in a similar fashion, with a couple of extra arguments:\n\n **Series:**\n\n" + "Note that the bounds for the 't0' parameter are not absolute, the actual peak time will be estimated (unless t0_guess is defined)\nand the defined bounds will be added to this value. Similarly for amplitude, where bounds are multiplicative\n\nOther methods are called in a similar fashion, with a couple of extra arguments:\n\n**Series:**\n\n" ] }, { @@ -51,7 +51,7 @@ }, "outputs": [], "source": [ - "fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n params=['x1','c'],constants={'z':zs},refImage='image_1',\n bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)},\n method='series',npoints=500)\n\n\nprint(fitCurves.series.time_delays)\nprint(fitCurves.series.time_delay_errors)\nprint(fitCurves.series.magnifications)\nprint(fitCurves.series.magnification_errors)\nfitCurves.plot_object(showFit=True,method='series')\nfitCurves.plot_fit(method='series')" + "fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n params=['x1','c'],constants={'z':zs},refImage='image_1',\n bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)},\n method='series',npoints=500)\n\n\nprint(fitCurves.series.time_delays)\nprint(fitCurves.series.time_delay_errors)\nprint(fitCurves.series.magnifications)\nprint(fitCurves.series.magnification_errors)\nfitCurves.plot_object(showFit=True,method='series')\nfitCurves.plot_fit(method='series')" ] }, { @@ -69,7 +69,7 @@ }, "outputs": [], "source": [ - "fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n params=['c'],constants={'z':zs,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1',\n bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)},\n method='color',microlensing=None,modelcov=False,npoints=500,maxiter=None)\n\nprint(fitCurves.color.time_delays)\nprint(fitCurves.color.time_delay_errors)\nfitCurves.plot_object(showFit=True,method='color')\nfitCurves.plot_fit(method='color')" + "fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n params=['c'],constants={'z':zs,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1',\n bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)},\n method='color',microlensing=None,modelcov=False,npoints=500,maxiter=None)\n\nprint(fitCurves.color.time_delays)\nprint(fitCurves.color.time_delay_errors)\nfitCurves.plot_object(showFit=True,method='color')\nfitCurves.plot_fit(method='color')" ] }, { @@ -87,7 +87,7 @@ }, "outputs": [], "source": [ - "fitCurves_parallel=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n \tparams=['x0','t0','x1','c'],constants={'z':1.2},refImage='image_1',\n \tbounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1),'mu':(.5,2)},fitOrder=['image_2','image_1'],\n \t method='parallel',microlensing=None,modelcov=False,npoints=500,maxiter=None)\nfitCurves_color=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n \tparams=['c'],constants={'z':zs,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1',\n \tbounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)},fit_prior=fitCurves_parallel,\n \tmethod='color',microlensing=None,modelcov=False,npoints=500,maxiter=None)" + "fitCurves_parallel=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n \tparams=['x0','t0','x1','c'],constants={'z':1.2},refImage='image_1',\n \tbounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1),'mu':(.5,2)},fitOrder=['image_2','image_1'],\n \t method='parallel',microlensing=None,modelcov=False,npoints=500,maxiter=None)\nfitCurves_color=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n \tparams=['c'],constants={'z':zs,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1',\n \tbounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)},fit_prior=fitCurves_parallel,\n \tmethod='color',microlensing=None,modelcov=False,npoints=500,maxiter=None)" ] }, { @@ -105,7 +105,7 @@ }, "outputs": [], "source": [ - "myMISN = sntd.createMultiplyImagedSN(sourcename='salt2', snType='Ia', redshift=1.45,z_lens=.53, bands=['F110W','F160W'],\n zp=[26.9,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[10,5],\n objectName='My Type Ia SN',telescopename='HST',av_lens=1.5,\n av_host=1)\nprint(myMISN.images['image_1'].simMeta['lensebv'],\n myMISN.images['image_1'].simMeta['hostebv'], \n myMISN.images['image_1'].simMeta['c'])" + "myMISN2 = sntd.createMultiplyImagedSN(sourcename='salt2', snType='Ia', redshift=1.45,z_lens=.53, bands=['F110W','F160W'],\n zp=[26.9,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[10,5],\n objectName='My Type Ia SN',telescopename='HST',av_lens=1.5,\n av_host=1)\nprint(myMISN2.images['image_1'].simMeta['lensebv'],\n myMISN2.images['image_1'].simMeta['hostebv'], \n myMISN2.images['image_1'].simMeta['c'])" ] }, { @@ -123,7 +123,7 @@ }, "outputs": [], "source": [ - "fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2',bands=['F110W','F160W'],\n params=['x0','x1','t0','c'],\n constants={'z':1.45},\n bounds={'t0':(-15,15),'x1':(-2,2),'c':(-1,1)},\n showPlots=True)" + "fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2',bands=['F110W','F160W'],\n params=['x0','x1','t0','c'],\n constants={'z':1.45},\n bounds={'t0':(-15,15),'x1':(-2,2),'c':(-1,1)},\n showPlots=True)" ] }, { @@ -141,7 +141,7 @@ }, "outputs": [], "source": [ - "dust = sncosmo.CCM89Dust()\nsalt2_model=sncosmo.Model('salt2',effects=[dust,dust],effect_names=['lens','host'],effect_frames=['free','rest'])\nfitCurves=sntd.fit_data(myMISN,snType='Ia', models=salt2_model,bands=['F110W','F160W'],\n params=['x0','x1','t0','c','lensebv','hostebv'],\n constants={'z':1.45,'lensr_v':3.1,'lensz':0.53,'hostr_v':3.1},\n bounds={'t0':(-15,15),'x1':(-2,2),'c':(-1,1),'lensebv':(0,1.),'hostebv':(0,1.)},\n showPlots=True)" + "dust = sncosmo.CCM89Dust()\nsalt2_model=sncosmo.Model('salt2',effects=[dust,dust],effect_names=['lens','host'],effect_frames=['free','rest'])\nfitCurves=sntd.fit_data(myMISN2,snType='Ia', models=salt2_model,bands=['F110W','F160W'],\n params=['x0','x1','t0','c','lensebv','hostebv'],\n constants={'z':1.45,'lensr_v':3.1,'lensz':0.53,'hostr_v':3.1},\n bounds={'t0':(-15,15),'x1':(-2,2),'c':(-1,1),'lensebv':(0,1.),'hostebv':(0,1.)},\n showPlots=True)" ] }, { diff --git a/docs/source/examples/fitting.py b/docs/source/examples/fitting.py index 7250a46..6bd716d 100644 --- a/docs/source/examples/fitting.py +++ b/docs/source/examples/fitting.py @@ -5,7 +5,7 @@ There are 3 methods built into SNTD to measure time delays (parallel, series, color). They are accessed by the same -function:`~sntd.fit_data`. Here ``myMISN`` is generated +function:`~sntd.fit_data`. Here ``myMISN`` could be generated in the simulation example of the documentation. """ @@ -14,6 +14,9 @@ import sntd +ex_1,ex_2=sntd.load_example_data() +myMISN=sntd.table_factory([ex_1,ex_2],telescopename='HST',object_name='example_SN') + fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], params=['x0','t0','x1','c'],constants={'z':1.2},refImage='image_1', bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1),'mu':(.5,2)},fitOrder=['image_2','image_1'], @@ -28,15 +31,15 @@ ##################################################################################################################################### -#Note that the bounds for the 't0' parameter are not absolute, the actual peak time will be estimated (unless t0_guess is defined) -#and the defined bounds will be added to this value. Similarly for amplitude, where bounds are multiplicative +# Note that the bounds for the 't0' parameter are not absolute, the actual peak time will be estimated (unless t0_guess is defined) +# and the defined bounds will be added to this value. Similarly for amplitude, where bounds are multiplicative # # Other methods are called in a similar fashion, with a couple of extra arguments: # # **Series:** -fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], +fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], params=['x1','c'],constants={'z':zs},refImage='image_1', bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)}, method='series',npoints=500) @@ -49,12 +52,12 @@ fitCurves.plot_object(showFit=True,method='series') fitCurves.plot_fit(method='series') -############################################################### +############################################################### # **Color:** -fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], +fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], params=['c'],constants={'z':zs,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)}, method='color',microlensing=None,modelcov=False,npoints=500,maxiter=None) @@ -69,11 +72,11 @@ -fitCurves_parallel=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], +fitCurves_parallel=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], params=['x0','t0','x1','c'],constants={'z':1.2},refImage='image_1', bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1),'mu':(.5,2)},fitOrder=['image_2','image_1'], method='parallel',microlensing=None,modelcov=False,npoints=500,maxiter=None) -fitCurves_color=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], +fitCurves_color=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], params=['c'],constants={'z':zs,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)},fit_prior=fitCurves_parallel, method='color',microlensing=None,modelcov=False,npoints=500,maxiter=None) @@ -87,20 +90,20 @@ -myMISN = sntd.createMultiplyImagedSN(sourcename='salt2', snType='Ia', redshift=1.45,z_lens=.53, bands=['F110W','F160W'], +myMISN2 = sntd.createMultiplyImagedSN(sourcename='salt2', snType='Ia', redshift=1.45,z_lens=.53, bands=['F110W','F160W'], zp=[26.9,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[10,5], objectName='My Type Ia SN',telescopename='HST',av_lens=1.5, av_host=1) -print(myMISN.images['image_1'].simMeta['lensebv'], - myMISN.images['image_1'].simMeta['hostebv'], - myMISN.images['image_1'].simMeta['c']) +print(myMISN2.images['image_1'].simMeta['lensebv'], + myMISN2.images['image_1'].simMeta['hostebv'], + myMISN2.images['image_1'].simMeta['c']) ################################################################################ # Okay, now we can fit the MISN first without taking these effects into account: -fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2',bands=['F110W','F160W'], +fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2',bands=['F110W','F160W'], params=['x0','x1','t0','c'], constants={'z':1.45}, bounds={'t0':(-15,15),'x1':(-2,2),'c':(-1,1)}, @@ -114,7 +117,7 @@ dust = sncosmo.CCM89Dust() salt2_model=sncosmo.Model('salt2',effects=[dust,dust],effect_names=['lens','host'],effect_frames=['free','rest']) -fitCurves=sntd.fit_data(myMISN,snType='Ia', models=salt2_model,bands=['F110W','F160W'], +fitCurves=sntd.fit_data(myMISN2,snType='Ia', models=salt2_model,bands=['F110W','F160W'], params=['x0','x1','t0','c','lensebv','hostebv'], constants={'z':1.45,'lensr_v':3.1,'lensz':0.53,'hostr_v':3.1}, bounds={'t0':(-15,15),'x1':(-2,2),'c':(-1,1),'lensebv':(0,1.),'hostebv':(0,1.)}, diff --git a/docs/source/examples/fitting.rst b/docs/source/examples/fitting.rst index 959bbe4..d4422f6 100644 --- a/docs/source/examples/fitting.rst +++ b/docs/source/examples/fitting.rst @@ -15,7 +15,7 @@ Measuring Time Delays There are 3 methods built into SNTD to measure time delays (parallel, series, color). They are accessed by the same -function:`~sntd.fit_data`. Here ``myMISN`` is generated +function:`~sntd.fit_data`. Here ``myMISN`` could be generated in the simulation example of the documentation. **Parallel:** @@ -26,6 +26,9 @@ in the simulation example of the documentation. import sntd + ex_1,ex_2=sntd.load_example_data() + myMISN=sntd.table_factory([ex_1,ex_2],telescopename='HST',object_name='example_SN') + fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], params=['x0','t0','x1','c'],constants={'z':1.2},refImage='image_1', bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1),'mu':(.5,2)},fitOrder=['image_2','image_1'], @@ -43,16 +46,16 @@ in the simulation example of the documentation. Note that the bounds for the 't0' parameter are not absolute, the actual peak time will be estimated (unless t0_guess is defined) and the defined bounds will be added to this value. Similarly for amplitude, where bounds are multiplicative - Other methods are called in a similar fashion, with a couple of extra arguments: +Other methods are called in a similar fashion, with a couple of extra arguments: - **Series:** +**Series:** .. code-block:: default - fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], params=['x1','c'],constants={'z':zs},refImage='image_1', bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)}, method='series',npoints=500) @@ -74,7 +77,7 @@ and the defined bounds will be added to this value. Similarly for amplitude, whe - fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], params=['c'],constants={'z':zs,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)}, method='color',microlensing=None,modelcov=False,npoints=500,maxiter=None) @@ -93,11 +96,11 @@ You can include your fit from the parallel method as a prior on light curve and - fitCurves_parallel=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + fitCurves_parallel=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], params=['x0','t0','x1','c'],constants={'z':1.2},refImage='image_1', bounds={'t0':(-20,20),'x1':(-3,3),'c':(-1,1),'mu':(.5,2)},fitOrder=['image_2','image_1'], method='parallel',microlensing=None,modelcov=False,npoints=500,maxiter=None) - fitCurves_color=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + fitCurves_color=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], params=['c'],constants={'z':zs,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-1,1)},fit_prior=fitCurves_parallel, method='color',microlensing=None,modelcov=False,npoints=500,maxiter=None) @@ -115,13 +118,13 @@ extreme dust in the source and lens frames (your final simulations may look slig - myMISN = sntd.createMultiplyImagedSN(sourcename='salt2', snType='Ia', redshift=1.45,z_lens=.53, bands=['F110W','F160W'], + myMISN2 = sntd.createMultiplyImagedSN(sourcename='salt2', snType='Ia', redshift=1.45,z_lens=.53, bands=['F110W','F160W'], zp=[26.9,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[10,5], objectName='My Type Ia SN',telescopename='HST',av_lens=1.5, av_host=1) - print(myMISN.images['image_1'].simMeta['lensebv'], - myMISN.images['image_1'].simMeta['hostebv'], - myMISN.images['image_1'].simMeta['c']) + print(myMISN2.images['image_1'].simMeta['lensebv'], + myMISN2.images['image_1'].simMeta['hostebv'], + myMISN2.images['image_1'].simMeta['c']) Okay, now we can fit the MISN first without taking these effects into account: @@ -132,7 +135,7 @@ Okay, now we can fit the MISN first without taking these effects into account: - fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2',bands=['F110W','F160W'], + fitCurves=sntd.fit_data(myMISN2,snType='Ia', models='salt2',bands=['F110W','F160W'], params=['x0','x1','t0','c'], constants={'z':1.45}, bounds={'t0':(-15,15),'x1':(-2,2),'c':(-1,1)}, @@ -150,7 +153,7 @@ as it attempts to compensate for extinction without a propagation effect. 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.. only:: html - .. figure:: /examples/images/thumb/sphx_glr_sim_thumb.png + .. figure:: /examples/images/thumb/sphx_glr_plot_sim_thumb.png - :ref:`sphx_glr_examples_sim.py` + :ref:`sphx_glr_examples_plot_sim.py` .. raw:: html @@ -27,7 +27,7 @@ Examples .. toctree:: :hidden: - /examples/sim + /examples/plot_sim .. raw:: html @@ -35,9 +35,9 @@ Examples .. only:: html - .. figure:: /examples/images/thumb/sphx_glr_micro_thumb.png + .. figure:: /examples/images/thumb/sphx_glr_plot_micro_thumb.png - :ref:`sphx_glr_examples_micro.py` + :ref:`sphx_glr_examples_plot_micro.py` .. raw:: html @@ -47,17 +47,17 @@ Examples .. toctree:: :hidden: - /examples/micro + /examples/plot_micro .. raw:: html -
+
.. only:: html - .. figure:: /examples/images/thumb/sphx_glr_fitting_thumb.png + .. figure:: /examples/images/thumb/sphx_glr_plot_fitting_thumb.png - :ref:`sphx_glr_examples_fitting.py` + :ref:`sphx_glr_examples_plot_fitting.py` .. raw:: html @@ -67,7 +67,7 @@ Examples .. toctree:: :hidden: - /examples/fitting + /examples/plot_fitting .. raw:: html
diff --git a/docs/source/examples/plot_fitting.ipynb b/docs/source/examples/plot_fitting.ipynb new file mode 100644 index 0000000..d15f85d --- /dev/null +++ b/docs/source/examples/plot_fitting.ipynb @@ -0,0 +1,176 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Measuring Time Delays\n\n\nA series of examples demonstrating various fitting options \nwith SNTD.\n\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There are 3 methods built into SNTD to measure time delays \n(parallel, series, color). They are accessed by the same \nfunction:`~sntd.fit_data`. Here ``myMISN`` could be generated\nin the simulation example of the documentation. The true\ndelay for all of these fits is 50 days.\n\n**Parallel:**\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import sntd\n\nex_1,ex_2=sntd.load_example_data()\nmyMISN=sntd.table_factory([ex_1,ex_2],telescopename='HST',object_name='example_SN')\n\nfitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n params=['x0','t0','x1','c'],constants={'z':1.4},refImage='image_1',cut_time=[-50,30],\n bounds={'t0':(-20,20),'x1':(-3,3),'c':(-.5,.5),'mu':(.5,2)},fitOrder=['image_2','image_1'],\n method='parallel',microlensing=None,modelcov=False,npoints=100)\nprint(fitCurves.parallel.time_delays)\nprint(fitCurves.parallel.time_delay_errors)\nprint(fitCurves.parallel.magnifications)\nprint(fitCurves.parallel.magnification_errors)\nfitCurves.plot_object(showFit=True,method='parallel')\nfitCurves.plot_fit(method='parallel',par_image='image_1')\nfitCurves.plot_fit(method='parallel',par_image='image_2')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that the bounds for the 't0' parameter are not absolute, the actual peak time will be estimated (unless t0_guess is defined)\nand the defined bounds will be added to this value. Similarly for amplitude, where bounds are multiplicative\n\nOther methods are called in a similar fashion, with a couple of extra arguments:\n\n**Series:**\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n params=['x1','c'],constants={'z':1.4},refImage='image_1',cut_time=[-50,30],\n bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-.5,.5)},\n method='series',npoints=100)\n \n\nprint(fitCurves.series.time_delays)\nprint(fitCurves.series.time_delay_errors)\nprint(fitCurves.series.magnifications)\nprint(fitCurves.series.magnification_errors)\nfitCurves.plot_object(showFit=True,method='series')\nfitCurves.plot_fit(method='series')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Color:**\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n params=['c'],constants={'z':1.4,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1',\n bounds={'td':(-20,20),'mu':(.5,2),'c':(-.5,.5)},cut_time=[-50,30],\n method='color',microlensing=None,modelcov=False,npoints=100,maxiter=None)\n\nprint(fitCurves.color.time_delays)\nprint(fitCurves.color.time_delay_errors)\nfitCurves.plot_object(showFit=True,method='color')\nfitCurves.plot_fit(method='color')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can include your fit from the parallel method as a prior on light curve and time delay parameters in the series/color methods with the \"fit_prior\" command:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "fitCurves_parallel=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n \tparams=['x0','t0','x1','c'],constants={'z':1.4},refImage='image_1',\n \tbounds={'t0':(-20,20),'x1':(-3,3),'c':(-.5,.5),'mu':(.5,2)},fitOrder=['image_2','image_1'],cut_time=[-50,30],\n \t method='parallel',microlensing=None,modelcov=False,npoints=100,maxiter=None)\nfitCurves_color=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],cut_time=[-50,30],\n \tparams=['c'],constants={'z':1.4,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1',\n \tbounds={'td':(-20,20),'mu':(.5,2),'c':(-.5,.5)},fit_prior=fitCurves_parallel,\n \tmethod='color',microlensing=None,modelcov=False,npoints=100,maxiter=None)\n\nprint(fitCurves_parallel.parallel.time_delays)\nprint(fitCurves_parallel.parallel.time_delay_errors)\nprint(fitCurves_color.color.time_delays)\nprint(fitCurves_color.color.time_delay_errors)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Fitting Using Extra Propagation Effects**\n\nYou might also want to include other propagation effects in your fitting model, and fit relevant parameters. This can be done by\nsimply adding effects to an SNCosmo model, in the same way as if you were fitting a single SN with SNCosmo. First we can add some\nextreme dust in the source and lens frames (your final simulations may look slightly different as **c** is chosen randomly):\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "myMISN2 = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.4,z_lens=.53, bands=['F110W','F160W'],\n zp=[26.9,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[20,10],\n objectName='My Type Ia SN',telescopename='HST',av_lens=1.5,\n av_host=1)\nprint('lensebv:',myMISN2.images['image_1'].simMeta['lensebv'],\n 'hostebv:',myMISN2.images['image_1'].simMeta['hostebv'], \n 'c:',myMISN2.images['image_1'].simMeta['c'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Okay, now we can fit the MISN first without taking these effects into account:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "fitCurves_dust=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],\n params=['x0','x1','t0','c'],npoints=200,\n constants={'z':1.4},minsnr=1,cut_time=[-50,30],\n bounds={'t0':(-15,15),'x1':(-3,3),'c':(-.5,.5)})\nprint(fitCurves_dust.parallel.time_delays)\nprint(fitCurves_dust.parallel.time_delay_errors)\nprint('c:',fitCurves_dust.images['image_1'].fits.model.get('c'))\nfitCurves_dust.plot_object(showFit=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can see that the fitter has done reasonably well, and the time delay is still accurate (True delay is 50 days). \nHowever, one issue is that the measured value for **c** is vastly different than the actual value \nas it attempts to compensate for extinction without a propagation effect. Now let's add in the propagation effects:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import sncosmo\ndust = sncosmo.CCM89Dust()\nsalt2_model=sncosmo.Model('salt2-extended',effects=[dust,dust],effect_names=['lens','host'],effect_frames=['free','rest'])\nfitCurves_dust=sntd.fit_data(myMISN2,snType='Ia', models=salt2_model,bands=['F110W','F160W'],npoints=200,\n params=['x0','x1','t0','c','lensebv','hostebv'],minsnr=1,cut_time=[-50,30],\n constants={'z':1.4,'lensr_v':3.1,'lensz':0.53,'hostr_v':3.1},\n bounds={'t0':(-15,15),'x1':(-3,3),'c':(-.5,.5),'lensebv':(0,1.),'hostebv':(0,1.)})\n\nprint(fitCurves_dust.parallel.time_delays)\nprint(fitCurves_dust.parallel.time_delay_errors)\nprint('c:',fitCurves_dust.images['image_1'].fits.model.get('c'),\n 'lensebv:',fitCurves_dust.images['image_1'].fits.model.get('lensebv'),\n 'hostebv:',fitCurves_dust.images['image_1'].fits.model.get('hostebv'))\nfitCurves_dust.plot_object(showFit=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now the measured value for **c** is much closer to reality, and the measured times of peak are somewhat\nmore accurate. \n\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/docs/source/examples/plot_fitting.py b/docs/source/examples/plot_fitting.py new file mode 100644 index 0000000..be07182 --- /dev/null +++ b/docs/source/examples/plot_fitting.py @@ -0,0 +1,142 @@ +""" +===================== +Measuring Time Delays +===================== + +A series of examples demonstrating various fitting options +with SNTD. +""" + +############################################################### +# There are 3 methods built into SNTD to measure time delays +# (parallel, series, color). They are accessed by the same +# function:`~sntd.fit_data`. Here ``myMISN`` could be generated +# in the simulation example of the documentation. The true +# delay for all of these fits is 50 days. +# +# **Parallel:** + +import sntd + +ex_1,ex_2=sntd.load_example_data() +myMISN=sntd.table_factory([ex_1,ex_2],telescopename='HST',object_name='example_SN') + +fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x0','t0','x1','c'],constants={'z':1.4},refImage='image_1',cut_time=[-50,30], + bounds={'t0':(-20,20),'x1':(-3,3),'c':(-.5,.5),'mu':(.5,2)},fitOrder=['image_2','image_1'], + method='parallel',microlensing=None,modelcov=False,npoints=100) +print(fitCurves.parallel.time_delays) +print(fitCurves.parallel.time_delay_errors) +print(fitCurves.parallel.magnifications) +print(fitCurves.parallel.magnification_errors) +fitCurves.plot_object(showFit=True,method='parallel') +fitCurves.plot_fit(method='parallel',par_image='image_1') +fitCurves.plot_fit(method='parallel',par_image='image_2') + +##################################################################################################################################### +# Note that the bounds for the 't0' parameter are not absolute, the actual peak time will be estimated (unless t0_guess is defined) +# and the defined bounds will be added to this value. Similarly for amplitude, where bounds are multiplicative +# +# Other methods are called in a similar fashion, with a couple of extra arguments: +# +# **Series:** + + +fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x1','c'],constants={'z':1.4},refImage='image_1',cut_time=[-50,30], + bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-.5,.5)}, + method='series',npoints=100) + + +print(fitCurves.series.time_delays) +print(fitCurves.series.time_delay_errors) +print(fitCurves.series.magnifications) +print(fitCurves.series.magnification_errors) +fitCurves.plot_object(showFit=True,method='series') +fitCurves.plot_fit(method='series') + +############################################################### +# **Color:** + + + +fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['c'],constants={'z':1.4,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', + bounds={'td':(-20,20),'mu':(.5,2),'c':(-.5,.5)},cut_time=[-50,30], + method='color',microlensing=None,modelcov=False,npoints=100,maxiter=None) + +print(fitCurves.color.time_delays) +print(fitCurves.color.time_delay_errors) +fitCurves.plot_object(showFit=True,method='color') +fitCurves.plot_fit(method='color') + +################################################################################################################################################################# +# You can include your fit from the parallel method as a prior on light curve and time delay parameters in the series/color methods with the "fit_prior" command: + + + +fitCurves_parallel=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x0','t0','x1','c'],constants={'z':1.4},refImage='image_1', + bounds={'t0':(-20,20),'x1':(-3,3),'c':(-.5,.5),'mu':(.5,2)},fitOrder=['image_2','image_1'],cut_time=[-50,30], + method='parallel',microlensing=None,modelcov=False,npoints=100,maxiter=None) +fitCurves_color=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],cut_time=[-50,30], + params=['c'],constants={'z':1.4,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', + bounds={'td':(-20,20),'mu':(.5,2),'c':(-.5,.5)},fit_prior=fitCurves_parallel, + method='color',microlensing=None,modelcov=False,npoints=100,maxiter=None) + +print(fitCurves_parallel.parallel.time_delays) +print(fitCurves_parallel.parallel.time_delay_errors) +print(fitCurves_color.color.time_delays) +print(fitCurves_color.color.time_delay_errors) +################################################################################################################################### +# **Fitting Using Extra Propagation Effects** +# +# You might also want to include other propagation effects in your fitting model, and fit relevant parameters. This can be done by +# simply adding effects to an SNCosmo model, in the same way as if you were fitting a single SN with SNCosmo. First we can add some +# extreme dust in the source and lens frames (your final simulations may look slightly different as **c** is chosen randomly): + + + +myMISN2 = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.4,z_lens=.53, bands=['F110W','F160W'], + zp=[26.9,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[20,10], + objectName='My Type Ia SN',telescopename='HST',av_lens=1.5, + av_host=1) +print('lensebv:',myMISN2.images['image_1'].simMeta['lensebv'], + 'hostebv:',myMISN2.images['image_1'].simMeta['hostebv'], + 'c:',myMISN2.images['image_1'].simMeta['c']) + +################################################################################ +# Okay, now we can fit the MISN first without taking these effects into account: + + + +fitCurves_dust=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x0','x1','t0','c'],npoints=200, + constants={'z':1.4},minsnr=1,cut_time=[-50,30], + bounds={'t0':(-15,15),'x1':(-3,3),'c':(-.5,.5)}) +print(fitCurves_dust.parallel.time_delays) +print(fitCurves_dust.parallel.time_delay_errors) +print('c:',fitCurves_dust.images['image_1'].fits.model.get('c')) +fitCurves_dust.plot_object(showFit=True) +######################################################################################################################## +# We can see that the fitter has done reasonably well, and the time delay is still accurate (True delay is 50 days). +# However, one issue is that the measured value for **c** is vastly different than the actual value +# as it attempts to compensate for extinction without a propagation effect. Now let's add in the propagation effects: + +import sncosmo +dust = sncosmo.CCM89Dust() +salt2_model=sncosmo.Model('salt2-extended',effects=[dust,dust],effect_names=['lens','host'],effect_frames=['free','rest']) +fitCurves_dust=sntd.fit_data(myMISN2,snType='Ia', models=salt2_model,bands=['F110W','F160W'],npoints=200, + params=['x0','x1','t0','c','lensebv','hostebv'],minsnr=1,cut_time=[-50,30], + constants={'z':1.4,'lensr_v':3.1,'lensz':0.53,'hostr_v':3.1}, + bounds={'t0':(-15,15),'x1':(-3,3),'c':(-.5,.5),'lensebv':(0,1.),'hostebv':(0,1.)}) + +print(fitCurves_dust.parallel.time_delays) +print(fitCurves_dust.parallel.time_delay_errors) +print('c:',fitCurves_dust.images['image_1'].fits.model.get('c'), + 'lensebv:',fitCurves_dust.images['image_1'].fits.model.get('lensebv'), + 'hostebv:',fitCurves_dust.images['image_1'].fits.model.get('hostebv')) +fitCurves_dust.plot_object(showFit=True) +######################################################################################################################## +# Now the measured value for **c** is much closer to reality, and the measured times of peak are somewhat +# more accurate. diff --git a/docs/source/examples/plot_fitting.py.md5 b/docs/source/examples/plot_fitting.py.md5 new file mode 100644 index 0000000..314e249 --- /dev/null +++ b/docs/source/examples/plot_fitting.py.md5 @@ -0,0 +1 @@ +0f4f1aa382216536cdbbb3bdd4e6d020 \ No newline at end of file diff --git a/docs/source/examples/plot_fitting.rst b/docs/source/examples/plot_fitting.rst new file mode 100644 index 0000000..4fca475 --- /dev/null +++ b/docs/source/examples/plot_fitting.rst @@ -0,0 +1,378 @@ +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + Click :ref:`here ` to download the full example code + .. rst-class:: sphx-glr-example-title + + .. _sphx_glr_examples_plot_fitting.py: + + +===================== +Measuring Time Delays +===================== + +A series of examples demonstrating various fitting options +with SNTD. + +There are 3 methods built into SNTD to measure time delays +(parallel, series, color). They are accessed by the same +function:`~sntd.fit_data`. Here ``myMISN`` could be generated +in the simulation example of the documentation. The true +delay for all of these fits is 50 days. + +**Parallel:** + + +.. code-block:: default + + + import sntd + + ex_1,ex_2=sntd.load_example_data() + myMISN=sntd.table_factory([ex_1,ex_2],telescopename='HST',object_name='example_SN') + + fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x0','t0','x1','c'],constants={'z':1.4},refImage='image_1',cut_time=[-50,30], + bounds={'t0':(-20,20),'x1':(-3,3),'c':(-.5,.5),'mu':(.5,2)},fitOrder=['image_2','image_1'], + method='parallel',microlensing=None,modelcov=False,npoints=100) + print(fitCurves.parallel.time_delays) + print(fitCurves.parallel.time_delay_errors) + print(fitCurves.parallel.magnifications) + print(fitCurves.parallel.magnification_errors) + fitCurves.plot_object(showFit=True,method='parallel') + fitCurves.plot_fit(method='parallel',par_image='image_1') + fitCurves.plot_fit(method='parallel',par_image='image_2') + + + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image:: /examples/images/sphx_glr_plot_fitting_001.png + :class: sphx-glr-multi-img + + * + + .. image:: /examples/images/sphx_glr_plot_fitting_002.png + :class: sphx-glr-multi-img + + * + + .. image:: /examples/images/sphx_glr_plot_fitting_003.png + :class: sphx-glr-multi-img + + +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + + {'image_1': 0, 'image_2': 49.86367814628164} + {'image_1': [0, 0], 'image_2': array([-0.39093672, 0.41626601])} + {'image_1': 1, 'image_2': 0.5091676153320535} + {'image_1': [0, 0], 'image_2': array([-0.01294516, 0.01380109])} + +
+ + + +Note that the bounds for the 't0' parameter are not absolute, the actual peak time will be estimated (unless t0_guess is defined) +and the defined bounds will be added to this value. Similarly for amplitude, where bounds are multiplicative + +Other methods are called in a similar fashion, with a couple of extra arguments: + +**Series:** + + +.. code-block:: default + + + + fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x1','c'],constants={'z':1.4},refImage='image_1',cut_time=[-50,30], + bounds={'td':(-20,20),'mu':(.5,2),'x1':(-3,3),'c':(-.5,.5)}, + method='series',npoints=100) + + + print(fitCurves.series.time_delays) + print(fitCurves.series.time_delay_errors) + print(fitCurves.series.magnifications) + print(fitCurves.series.magnification_errors) + fitCurves.plot_object(showFit=True,method='series') + fitCurves.plot_fit(method='series') + + + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image:: /examples/images/sphx_glr_plot_fitting_004.png + :class: sphx-glr-multi-img + + * + + .. image:: /examples/images/sphx_glr_plot_fitting_005.png + :class: sphx-glr-multi-img + + +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + + {'image_1': 0, 'image_2': 49.668364349711915} + {'image_1': [0, 0], 'image_2': array([-0.25272771, 0.27148028])} + {'image_1': 1, 'image_2': 0.5116504335588128} + {'image_1': [0, 0], 'image_2': array([-0.00349517, 0.00373069])} + +
+ + + +**Color:** + + +.. code-block:: default + + + + + fitCurves=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['c'],constants={'z':1.4,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', + bounds={'td':(-20,20),'mu':(.5,2),'c':(-.5,.5)},cut_time=[-50,30], + method='color',microlensing=None,modelcov=False,npoints=100,maxiter=None) + + print(fitCurves.color.time_delays) + print(fitCurves.color.time_delay_errors) + fitCurves.plot_object(showFit=True,method='color') + fitCurves.plot_fit(method='color') + + + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image:: /examples/images/sphx_glr_plot_fitting_006.png + :class: sphx-glr-multi-img + + * + + .. image:: /examples/images/sphx_glr_plot_fitting_007.png + :class: sphx-glr-multi-img + + +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + + {'image_1': 0, 'image_2': 48.07354138610399} + {'image_1': [0, 0], 'image_2': array([-2.01478092, 2.31086059])} + +
+ + + +You can include your fit from the parallel method as a prior on light curve and time delay parameters in the series/color methods with the "fit_prior" command: + + +.. code-block:: default + + + + + fitCurves_parallel=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x0','t0','x1','c'],constants={'z':1.4},refImage='image_1', + bounds={'t0':(-20,20),'x1':(-3,3),'c':(-.5,.5),'mu':(.5,2)},fitOrder=['image_2','image_1'],cut_time=[-50,30], + method='parallel',microlensing=None,modelcov=False,npoints=100,maxiter=None) + fitCurves_color=sntd.fit_data(myMISN,snType='Ia', models='salt2-extended',bands=['F110W','F160W'],cut_time=[-50,30], + params=['c'],constants={'z':1.4,'x1':fitCurves.images['image_1'].fits.model.get('x1')},refImage='image_1', + bounds={'td':(-20,20),'mu':(.5,2),'c':(-.5,.5)},fit_prior=fitCurves_parallel, + method='color',microlensing=None,modelcov=False,npoints=100,maxiter=None) + + print(fitCurves_parallel.parallel.time_delays) + print(fitCurves_parallel.parallel.time_delay_errors) + print(fitCurves_color.color.time_delays) + print(fitCurves_color.color.time_delay_errors) + + + + +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + + {'image_1': 0, 'image_2': 49.79774669546131} + {'image_1': [0, 0], 'image_2': array([-0.35080131, 0.39010048])} + {'image_1': 0, 'image_2': 49.5179392124526} + {'image_1': [0, 0], 'image_2': array([-0.62282383, 0.77291885])} + + + + +**Fitting Using Extra Propagation Effects** + +You might also want to include other propagation effects in your fitting model, and fit relevant parameters. This can be done by +simply adding effects to an SNCosmo model, in the same way as if you were fitting a single SN with SNCosmo. First we can add some +extreme dust in the source and lens frames (your final simulations may look slightly different as **c** is chosen randomly): + + +.. code-block:: default + + + + + myMISN2 = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.4,z_lens=.53, bands=['F110W','F160W'], + zp=[26.9,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[20,10], + objectName='My Type Ia SN',telescopename='HST',av_lens=1.5, + av_host=1) + print('lensebv:',myMISN2.images['image_1'].simMeta['lensebv'], + 'hostebv:',myMISN2.images['image_1'].simMeta['hostebv'], + 'c:',myMISN2.images['image_1'].simMeta['c']) + + + + + +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + + lensebv: 0.48387096774193544 hostebv: 0.3225806451612903 c: 0.13671131106021245 + + + + +Okay, now we can fit the MISN first without taking these effects into account: + + +.. code-block:: default + + + + + fitCurves_dust=sntd.fit_data(myMISN2,snType='Ia', models='salt2-extended',bands=['F110W','F160W'], + params=['x0','x1','t0','c'],npoints=200, + constants={'z':1.4},minsnr=1,cut_time=[-50,30], + bounds={'t0':(-15,15),'x1':(-3,3),'c':(-.5,.5)}) + print(fitCurves_dust.parallel.time_delays) + print(fitCurves_dust.parallel.time_delay_errors) + print('c:',fitCurves_dust.images['image_1'].fits.model.get('c')) + fitCurves_dust.plot_object(showFit=True) + + + +.. image:: /examples/images/sphx_glr_plot_fitting_008.png + :class: sphx-glr-single-img + + +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + + {'image_1': 0, 'image_2': 58.741698841405295} + {'image_1': [0, 0], 'image_2': array([-0.53995937, 0.53618722])} + c: 0.7469333691828401 + +
+ + + +We can see that the fitter has done reasonably well, and the time delay is still accurate (True delay is 50 days). +However, one issue is that the measured value for **c** is vastly different than the actual value +as it attempts to compensate for extinction without a propagation effect. Now let's add in the propagation effects: + + +.. code-block:: default + + + import sncosmo + dust = sncosmo.CCM89Dust() + salt2_model=sncosmo.Model('salt2-extended',effects=[dust,dust],effect_names=['lens','host'],effect_frames=['free','rest']) + fitCurves_dust=sntd.fit_data(myMISN2,snType='Ia', models=salt2_model,bands=['F110W','F160W'],npoints=200, + params=['x0','x1','t0','c','lensebv','hostebv'],minsnr=1,cut_time=[-50,30], + constants={'z':1.4,'lensr_v':3.1,'lensz':0.53,'hostr_v':3.1}, + bounds={'t0':(-15,15),'x1':(-3,3),'c':(-.5,.5),'lensebv':(0,1.),'hostebv':(0,1.)}) + + print(fitCurves_dust.parallel.time_delays) + print(fitCurves_dust.parallel.time_delay_errors) + print('c:',fitCurves_dust.images['image_1'].fits.model.get('c'), + 'lensebv:',fitCurves_dust.images['image_1'].fits.model.get('lensebv'), + 'hostebv:',fitCurves_dust.images['image_1'].fits.model.get('hostebv')) + fitCurves_dust.plot_object(showFit=True) + + + +.. image:: /examples/images/sphx_glr_plot_fitting_009.png + :class: sphx-glr-single-img + + +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + + {'image_1': 0, 'image_2': 59.235475096611026} + {'image_1': [0, 0], 'image_2': array([-0.60807994, 0.62878621])} + c: 0.4306882138919431 lensebv: 0.2915241586717881 hostebv: 0.1829055454871184 + +
+ + + +Now the measured value for **c** is much closer to reality, and the measured times of peak are somewhat +more accurate. + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 10 minutes 44.009 seconds) + + +.. _sphx_glr_download_examples_plot_fitting.py: + + +.. only :: html + + .. container:: sphx-glr-footer + :class: sphx-glr-footer-example + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: plot_fitting.py ` + + + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: plot_fitting.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/docs/source/examples/plot_fitting_codeobj.pickle b/docs/source/examples/plot_fitting_codeobj.pickle new file mode 100644 index 0000000000000000000000000000000000000000..a5ffd455cac7dba5fd256bee2a73f2d4af209407 GIT binary patch literal 4092 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+++ b/docs/source/examples/plot_micro.ipynb @@ -0,0 +1,72 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Simulating Microlensing\n\n\nSimulate a microlensing microcaustic.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import sntd\nimport numpy as np\n \nmyML=sntd.realizeMicro(nray=50,kappas=1,kappac=.3,gamma=.4)\ntime,dmag=sntd.microcaustic_field_to_curve(field=myML,time=np.arange(0,100,1),zl=.5,zs=1.33,plot=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Including Microlensing in Simulations**\nNow we can take the simulated microcaustic \nand use it to include microlensing in a \nmultiply-imaged supernova simulation.\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "myMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.2,z_lens=.5, bands=['F110W','F160W'],\n zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[7,3.5],\n objectName='My Type Ia SN',telescopename='HST', microlensing_type='AchromaticMicrolensing',microlensing_params=myML)\nmyMISN.plot_object(showMicro=True)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/docs/source/examples/plot_micro.py b/docs/source/examples/plot_micro.py new file mode 100644 index 0000000..7cc0df7 --- /dev/null +++ b/docs/source/examples/plot_micro.py @@ -0,0 +1,26 @@ +""" +======================= +Simulating Microlensing +======================= + +Simulate a microlensing microcaustic. +""" + +import sntd +import numpy as np + +myML=sntd.realizeMicro(nray=50,kappas=1,kappac=.3,gamma=.4) +time,dmag=sntd.microcaustic_field_to_curve(field=myML,time=np.arange(0,100,1),zl=.5,zs=1.33,plot=True) + +############################################################### +# **Including Microlensing in Simulations** +# Now we can take the simulated microcaustic +# and use it to include microlensing in a +# multiply-imaged supernova simulation. + + + +myMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.2,z_lens=.5, bands=['F110W','F160W'], + zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[7,3.5], + objectName='My Type Ia SN',telescopename='HST', microlensing_type='AchromaticMicrolensing',microlensing_params=myML) +myMISN.plot_object(showMicro=True) \ No newline at end of file diff --git a/docs/source/examples/plot_micro.py.md5 b/docs/source/examples/plot_micro.py.md5 new file mode 100644 index 0000000..9210c43 --- /dev/null +++ b/docs/source/examples/plot_micro.py.md5 @@ -0,0 +1 @@ +b1efb9b1b014601f15bcd76f61e5a118 \ No newline at end of file diff --git a/docs/source/examples/plot_micro.rst b/docs/source/examples/plot_micro.rst new file mode 100644 index 0000000..339d803 --- /dev/null +++ b/docs/source/examples/plot_micro.rst @@ -0,0 +1,101 @@ +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + Click :ref:`here ` to download the full example code + .. rst-class:: sphx-glr-example-title + + .. _sphx_glr_examples_plot_micro.py: + + +======================= +Simulating Microlensing +======================= + +Simulate a microlensing microcaustic. + + +.. code-block:: default + + + import sntd + import numpy as np + + myML=sntd.realizeMicro(nray=50,kappas=1,kappac=.3,gamma=.4) + time,dmag=sntd.microcaustic_field_to_curve(field=myML,time=np.arange(0,100,1),zl=.5,zs=1.33,plot=True) + + + + +.. image:: /examples/images/sphx_glr_plot_micro_001.png + :class: sphx-glr-single-img + + + + + +**Including Microlensing in Simulations** +Now we can take the simulated microcaustic +and use it to include microlensing in a +multiply-imaged supernova simulation. + + +.. code-block:: default + + + + + myMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.2,z_lens=.5, bands=['F110W','F160W'], + zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[7,3.5], + objectName='My Type Ia SN',telescopename='HST', microlensing_type='AchromaticMicrolensing',microlensing_params=myML) + myMISN.plot_object(showMicro=True) + + +.. image:: /examples/images/sphx_glr_plot_micro_002.png + :class: sphx-glr-single-img + + +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + + +
+ + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 51.086 seconds) + + +.. _sphx_glr_download_examples_plot_micro.py: + + +.. only :: html + + .. container:: sphx-glr-footer + :class: sphx-glr-footer-example + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: plot_micro.py ` + + + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: plot_micro.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/docs/source/examples/plot_micro_codeobj.pickle b/docs/source/examples/plot_micro_codeobj.pickle new file mode 100644 index 0000000000000000000000000000000000000000..eb8b9fc57b15096e9b0dac982795fc3d04c34504 GIT binary patch literal 928 zcmah{OG^VW5EfkfuoWMmh(!=VsDeETUcBf*(JJU!LQG;4$tES62o(gch1`t)*V#?& zwqolZXTSMglaJ)jEEcnKqq0BIPA&3p1;qX4ReO>iC*kILT;W4z| zVUj4Evfy`~oRC&1^z2kYfV4p=vs}~QE2*YV0;)Db0edsfP{y^ffiL@-$Pke@%fiqB zF|Yc{NQu||l5%N(5O{;H^5)Pnpd56s9&Sf209+@|yt2Y8;8!wbX{Q(=p<&M_`6T4a zk$f6I`rF{!kv;+X8z7I^s-oB!4EmE!c5^89>xGnISc*5+6~yS$RPCpYe6tJ>G4@L* z&8b}gj?ElIGp!f~V3u_qwA`12s}%Pboh)Fs)={aoMgC@)R6UNW8?oU|Uuui=(+j+d zGT7$0?WzAj^MCWRcgMj`O2=yyp5JegsVYyS--JRX|D5bBhhm>t0dIExbgM9H~!0BZU6uP literal 0 HcmV?d00001 diff --git a/docs/source/examples/plot_sim.ipynb b/docs/source/examples/plot_sim.ipynb new file mode 100644 index 0000000..7027a7d --- /dev/null +++ b/docs/source/examples/plot_sim.ipynb @@ -0,0 +1,61 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Simulating Supernovae\n\n\nSimulating a multiply-imaged supernova.\n\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create a simulated multiply-imaged supernova that we can then fit,\nwith no microlensing included in the simulation. Note that your final\nprinted information will be different, as this is a randomly generated\nsupernova.\n\n**No Microlensing**\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import sntd\n\nmyMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.4,z_lens=.53, bands=['F110W','F160W'],\n zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[20., 70.], magnifications=[10,5],\n objectName='My Type Ia SN',telescopename='HST')\nprint(myMISN)\nmyMISN.plot_object()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/docs/source/examples/plot_sim.py b/docs/source/examples/plot_sim.py new file mode 100644 index 0000000..5580816 --- /dev/null +++ b/docs/source/examples/plot_sim.py @@ -0,0 +1,26 @@ +""" +===================== +Simulating Supernovae +===================== + +Simulating a multiply-imaged supernova. +""" + +############################################################### +# Create a simulated multiply-imaged supernova that we can then fit, +# with no microlensing included in the simulation. Note that your final +# printed information will be different, as this is a randomly generated +# supernova. +# +# **No Microlensing** + +import sntd + +myMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.4,z_lens=.53, bands=['F110W','F160W'], + zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[20., 70.], magnifications=[10,5], + objectName='My Type Ia SN',telescopename='HST') +print(myMISN) +myMISN.plot_object() + + + diff --git a/docs/source/examples/plot_sim.py.md5 b/docs/source/examples/plot_sim.py.md5 new file mode 100644 index 0000000..a8eabdd --- /dev/null +++ b/docs/source/examples/plot_sim.py.md5 @@ -0,0 +1 @@ +be14234c571cc5a3c7e0a37b917022af \ No newline at end of file diff --git a/docs/source/examples/plot_sim.rst b/docs/source/examples/plot_sim.rst new file mode 100644 index 0000000..110a550 --- /dev/null +++ b/docs/source/examples/plot_sim.rst @@ -0,0 +1,129 @@ +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + Click :ref:`here ` to download the full example code + .. rst-class:: sphx-glr-example-title + + .. _sphx_glr_examples_plot_sim.py: + + +===================== +Simulating Supernovae +===================== + +Simulating a multiply-imaged supernova. + +Create a simulated multiply-imaged supernova that we can then fit, +with no microlensing included in the simulation. Note that your final +printed information will be different, as this is a randomly generated +supernova. + +**No Microlensing** + + +.. code-block:: default + + + import sntd + + myMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.4,z_lens=.53, bands=['F110W','F160W'], + zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[20., 70.], magnifications=[10,5], + objectName='My Type Ia SN',telescopename='HST') + print(myMISN) + myMISN.plot_object() + + + + + + +.. image:: /examples/images/sphx_glr_plot_sim_001.png + :class: sphx-glr-single-img + + +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + + Telescope: HST + Object: My Type Ia SN + Number of bands: 2 + + ------------------ + Image: image_1: + Bands: ['F110W', 'F160W'] + Date Range: 0.00000->138.97059 + Number of points: 56 + + Metadata: + z:1.4 + t0:20.0 + x0:8.88999859195672e-06 + x1:1.5642737128831914 + c:0.002151575968023273 + sourcez:1.4 + hostebv:0.0967741935483871 + lensebv:0 + lensz:0.53 + mu:10 + td:20.0 + ------------------ + Image: image_2: + Bands: ['F110W', 'F160W'] + Date Range: 30.88235->175.00000 + Number of points: 57 + + Metadata: + z:1.4 + t0:70.0 + x0:4.44499929597836e-06 + x1:1.5642737128831914 + c:0.002151575968023273 + sourcez:1.4 + hostebv:0.0967741935483871 + lensebv:0 + lensz:0.53 + mu:5 + td:70.0 + ------------------ + +
+ + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 5.459 seconds) + + +.. _sphx_glr_download_examples_plot_sim.py: + + +.. only :: html + + .. container:: sphx-glr-footer + :class: sphx-glr-footer-example + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: plot_sim.py ` + + + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: plot_sim.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/docs/source/examples/plot_sim_codeobj.pickle b/docs/source/examples/plot_sim_codeobj.pickle new file mode 100644 index 0000000000000000000000000000000000000000..8e36de347c4143c8d33690f8a19764b24c511491 GIT binary patch literal 470 zcmZ{g%}N6?6onOrI%O;rMJaUKMcvF(xap!5>{^Ct5}Qb7Qt~5oA-EOp&g)b8Qr?;L z#}1n9`Et%Z=RNuQK0j+8WXxzSm{+ED2-$<>!U}$`n8#1Nd&DVRRonS&xyU!#_`joAuj^|iWdNB{AZuE9mm21J5i(NGe yPoG2G?t)#L(J}Lu{q6Gm#BogR#T}0U{ljccLT4kH?K>X&o$_%sDm7{CL;eGu^05K{ literal 0 HcmV?d00001 diff --git a/docs/source/examples/sg_execution_times.rst b/docs/source/examples/sg_execution_times.rst new file mode 100644 index 0000000..411c8bb --- /dev/null +++ b/docs/source/examples/sg_execution_times.rst @@ -0,0 +1,16 @@ + +:orphan: + +.. _sphx_glr_examples_sg_execution_times: + +Computation times +================= +**10:44.009** total execution time for **examples** files: + ++----------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_examples_plot_fitting.py` (``plot_fitting.py``) | 10:44.009 | 0.0 MB | ++----------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_examples_plot_micro.py` (``plot_micro.py``) | 00:00.000 | 0.0 MB | ++----------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_examples_plot_sim.py` (``plot_sim.py``) | 00:00.000 | 0.0 MB | ++----------------------------------------------------------------+-----------+--------+ diff --git a/docs/source/examples/sim.ipynb b/docs/source/examples/sim.ipynb index 7c12280..e14d7d4 100644 --- a/docs/source/examples/sim.ipynb +++ b/docs/source/examples/sim.ipynb @@ -33,7 +33,7 @@ }, "outputs": [], "source": [ - "import sntd\nimport matplotlib.pyplot as plt\n\nmyMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.33,z_lens=.53, bands=['F110W','F125W'],\n zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[7,3.5],\n objectName='My Type Ia SN',telescopename='HST')\nprint(myMISN)\nmyMISN.plot_object()" + "import sntd\n\nmyMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.33,z_lens=.53, bands=['F110W','F125W'],\n zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[7,3.5],\n objectName='My Type Ia SN',telescopename='HST')\nprint(myMISN)\nmyMISN.plot_object()" ] } ], diff --git a/docs/source/examples/sim.py b/docs/source/examples/sim.py index 16ed199..73c5130 100644 --- a/docs/source/examples/sim.py +++ b/docs/source/examples/sim.py @@ -13,7 +13,6 @@ # **No Microlensing** import sntd -import matplotlib.pyplot as plt myMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.33,z_lens=.53, bands=['F110W','F125W'], zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[7,3.5], diff --git a/docs/source/examples/sim.rst b/docs/source/examples/sim.rst index 748bdcd..b7960ff 100644 --- a/docs/source/examples/sim.rst +++ b/docs/source/examples/sim.rst @@ -25,7 +25,6 @@ supernova. import sntd - import matplotlib.pyplot as plt myMISN = sntd.createMultiplyImagedSN(sourcename='salt2-extended', snType='Ia', redshift=1.33,z_lens=.53, bands=['F110W','F125W'], zp=[26.8,26.2], cadence=5., epochs=35.,time_delays=[10., 70.], magnifications=[7,3.5], diff --git a/docs/source/index.rst b/docs/source/index.rst index 2bfa083..aebd773 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -6,21 +6,23 @@ .. image:: _static/logo.jpg - :width: 600px + :width: 620px :height: 400px Welcome to SuperNova Time Delays (SNTD)! ======================================== -.. raw:: html - - .. toctree:: :maxdepth: 1 :titlesonly: install + examples + +.. raw:: html + + .. include:: examples/index.rst diff --git a/docs/source/modules/generated/sntd._CCM89Dust.examples b/docs/source/modules/generated/sntd._CCM89Dust.examples new file mode 100644 index 0000000..b71cc4c --- /dev/null +++ b/docs/source/modules/generated/sntd._CCM89Dust.examples @@ -0,0 +1,22 @@ + + +Examples using ``sntd._CCM89Dust`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. raw:: html + +
+ +.. only:: html + + .. figure:: /examples/images/thumb/sphx_glr_plot_fitting_thumb.png + + :ref:`sphx_glr_examples_plot_fitting.py` + +.. raw:: html + +
+ +.. only:: not html + + * :ref:`sphx_glr_examples_plot_fitting.py` diff --git a/docs/source/modules/generated/sntd.createMultiplyImagedSN.examples b/docs/source/modules/generated/sntd.createMultiplyImagedSN.examples index 038c13a..b5127f1 100644 --- a/docs/source/modules/generated/sntd.createMultiplyImagedSN.examples +++ b/docs/source/modules/generated/sntd.createMultiplyImagedSN.examples @@ -5,13 +5,13 @@ Examples using ``sntd.createMultiplyImagedSN`` .. raw:: html -
+
.. only:: html - .. figure:: /examples/images/thumb/sphx_glr_sim_thumb.png + .. figure:: /examples/images/thumb/sphx_glr_plot_fitting_thumb.png - :ref:`sphx_glr_examples_sim.py` + :ref:`sphx_glr_examples_plot_fitting.py` .. raw:: html @@ -19,40 +19,4 @@ Examples using ``sntd.createMultiplyImagedSN`` .. only:: not html - * :ref:`sphx_glr_examples_sim.py` - -.. raw:: html - -
- -.. only:: html - - .. figure:: /examples/images/thumb/sphx_glr_micro_thumb.png - - :ref:`sphx_glr_examples_micro.py` - -.. raw:: html - -
- -.. only:: not html - - * :ref:`sphx_glr_examples_micro.py` - -.. raw:: html - -
- -.. only:: html - - .. figure:: /examples/images/thumb/sphx_glr_fitting_thumb.png - - :ref:`sphx_glr_examples_fitting.py` - -.. raw:: html - -
- -.. only:: not html - - * :ref:`sphx_glr_examples_fitting.py` + * :ref:`sphx_glr_examples_plot_fitting.py` diff --git a/docs/source/modules/generated/sntd.curveDict.examples b/docs/source/modules/generated/sntd.curveDict.examples new file mode 100644 index 0000000..8ead81c --- /dev/null +++ b/docs/source/modules/generated/sntd.curveDict.examples @@ -0,0 +1,22 @@ + + +Examples using ``sntd.curveDict`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. raw:: html + +
+ +.. only:: html + + .. figure:: /examples/images/thumb/sphx_glr_plot_fitting_thumb.png + + :ref:`sphx_glr_examples_plot_fitting.py` + +.. raw:: html + +
+ +.. only:: not html + + * :ref:`sphx_glr_examples_plot_fitting.py` diff --git a/docs/source/modules/generated/sntd.curveDict.plot_fit.examples b/docs/source/modules/generated/sntd.curveDict.plot_fit.examples new file mode 100644 index 0000000..c5c8ae0 --- /dev/null +++ b/docs/source/modules/generated/sntd.curveDict.plot_fit.examples @@ -0,0 +1,22 @@ + + +Examples using ``sntd.curveDict.plot_fit`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. raw:: html + +
+ +.. only:: html + + .. figure:: /examples/images/thumb/sphx_glr_plot_fitting_thumb.png + + :ref:`sphx_glr_examples_plot_fitting.py` + +.. raw:: html + +
+ +.. only:: not html + + * :ref:`sphx_glr_examples_plot_fitting.py` diff --git a/docs/source/modules/generated/sntd.curveDict.plot_object.examples b/docs/source/modules/generated/sntd.curveDict.plot_object.examples new file mode 100644 index 0000000..df762d5 --- /dev/null +++ b/docs/source/modules/generated/sntd.curveDict.plot_object.examples @@ -0,0 +1,22 @@ + + +Examples using ``sntd.curveDict.plot_object`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. raw:: html + +
+ +.. only:: html + + .. figure:: /examples/images/thumb/sphx_glr_plot_fitting_thumb.png + + :ref:`sphx_glr_examples_plot_fitting.py` + +.. raw:: html + +
+ +.. only:: not html + + * :ref:`sphx_glr_examples_plot_fitting.py` diff --git a/docs/source/modules/generated/sntd.fit_data.examples b/docs/source/modules/generated/sntd.fit_data.examples index 916d83f..4e2a266 100644 --- a/docs/source/modules/generated/sntd.fit_data.examples +++ b/docs/source/modules/generated/sntd.fit_data.examples @@ -5,13 +5,13 @@ Examples using ``sntd.fit_data`` .. raw:: html -
+
.. only:: html - .. figure:: /examples/images/thumb/sphx_glr_fitting_thumb.png + .. figure:: /examples/images/thumb/sphx_glr_plot_fitting_thumb.png - :ref:`sphx_glr_examples_fitting.py` + :ref:`sphx_glr_examples_plot_fitting.py` .. raw:: html @@ -19,4 +19,4 @@ Examples using ``sntd.fit_data`` .. only:: not html - * :ref:`sphx_glr_examples_fitting.py` + * :ref:`sphx_glr_examples_plot_fitting.py` diff --git a/docs/source/modules/generated/sntd.load_example_data.examples b/docs/source/modules/generated/sntd.load_example_data.examples new file mode 100644 index 0000000..c906155 --- /dev/null +++ b/docs/source/modules/generated/sntd.load_example_data.examples @@ -0,0 +1,22 @@ + + +Examples using ``sntd.load_example_data`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. raw:: html + +
+ +.. only:: html + + .. figure:: /examples/images/thumb/sphx_glr_plot_fitting_thumb.png + + :ref:`sphx_glr_examples_plot_fitting.py` + +.. raw:: html + +
+ +.. only:: not html + + * :ref:`sphx_glr_examples_plot_fitting.py` diff --git a/docs/source/modules/generated/sntd.microcaustic_field_to_curve.examples b/docs/source/modules/generated/sntd.microcaustic_field_to_curve.examples index 1cf43c1..5a4f4cd 100644 --- a/docs/source/modules/generated/sntd.microcaustic_field_to_curve.examples +++ b/docs/source/modules/generated/sntd.microcaustic_field_to_curve.examples @@ -9,9 +9,9 @@ Examples using ``sntd.microcaustic_field_to_curve`` .. only:: html - .. figure:: /examples/images/thumb/sphx_glr_micro_thumb.png + .. figure:: /examples/images/thumb/sphx_glr_plot_micro_thumb.png - :ref:`sphx_glr_examples_micro.py` + :ref:`sphx_glr_examples_plot_micro.py` .. raw:: html @@ -19,4 +19,4 @@ Examples using ``sntd.microcaustic_field_to_curve`` .. only:: not html - * :ref:`sphx_glr_examples_micro.py` + * :ref:`sphx_glr_examples_plot_micro.py` diff --git a/docs/source/modules/generated/sntd.microcaustic_field_to_curve.examples.new b/docs/source/modules/generated/sntd.microcaustic_field_to_curve.examples.new new file mode 100644 index 0000000..5a4f4cd --- /dev/null +++ b/docs/source/modules/generated/sntd.microcaustic_field_to_curve.examples.new @@ -0,0 +1,22 @@ + + +Examples using ``sntd.microcaustic_field_to_curve`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. raw:: html + +
+ +.. only:: html + + .. figure:: /examples/images/thumb/sphx_glr_plot_micro_thumb.png + + :ref:`sphx_glr_examples_plot_micro.py` + +.. raw:: html + +
+ +.. only:: not html + + * :ref:`sphx_glr_examples_plot_micro.py` diff --git a/docs/source/modules/generated/sntd.realizeMicro.examples b/docs/source/modules/generated/sntd.realizeMicro.examples index cf9509e..e0597f8 100644 --- a/docs/source/modules/generated/sntd.realizeMicro.examples +++ b/docs/source/modules/generated/sntd.realizeMicro.examples @@ -9,9 +9,9 @@ Examples using ``sntd.realizeMicro`` .. only:: html - .. figure:: /examples/images/thumb/sphx_glr_micro_thumb.png + .. figure:: /examples/images/thumb/sphx_glr_plot_micro_thumb.png - :ref:`sphx_glr_examples_micro.py` + :ref:`sphx_glr_examples_plot_micro.py` .. raw:: html @@ -19,4 +19,4 @@ Examples using ``sntd.realizeMicro`` .. only:: not html - * :ref:`sphx_glr_examples_micro.py` + * :ref:`sphx_glr_examples_plot_micro.py` diff --git a/docs/source/modules/generated/sntd.realizeMicro.examples.new b/docs/source/modules/generated/sntd.realizeMicro.examples.new new file mode 100644 index 0000000..e0597f8 --- /dev/null +++ b/docs/source/modules/generated/sntd.realizeMicro.examples.new @@ -0,0 +1,22 @@ + + +Examples using ``sntd.realizeMicro`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. raw:: html + +
+ +.. only:: html + + .. figure:: /examples/images/thumb/sphx_glr_plot_micro_thumb.png + + :ref:`sphx_glr_examples_plot_micro.py` + +.. raw:: html + +
+ +.. only:: not html + + * :ref:`sphx_glr_examples_plot_micro.py` diff --git a/docs/source/modules/generated/sntd.table_factory.examples b/docs/source/modules/generated/sntd.table_factory.examples new file mode 100644 index 0000000..21c0c08 --- /dev/null +++ b/docs/source/modules/generated/sntd.table_factory.examples @@ -0,0 +1,22 @@ + + +Examples using ``sntd.table_factory`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. raw:: html + +
+ +.. only:: html + + .. figure:: /examples/images/thumb/sphx_glr_plot_fitting_thumb.png + + :ref:`sphx_glr_examples_plot_fitting.py` + +.. raw:: html + +
+ +.. only:: not html + + * :ref:`sphx_glr_examples_plot_fitting.py` diff --git a/docs/source/requirements2.txt b/docs/source/requirements2.txt index 8df2197..ee74262 100644 --- a/docs/source/requirements2.txt +++ b/docs/source/requirements2.txt @@ -7,3 +7,4 @@ pyParz sklearn pytest-astropy corner +sphinx_gallery diff --git a/sntd/data/examples/example_image_1.dat b/sntd/data/examples/example_image_1.dat index eb202e8..c14f657 100644 --- a/sntd/data/examples/example_image_1.dat +++ b/sntd/data/examples/example_image_1.dat @@ -1,61 +1,57 @@ time band flux fluxerr zp zpsys image -0.0 F125W 64.59429430606906 1.1912586343458456 26.8 AB image_1 -2.0224719101123596 F125W 62.408324396966 1.2338257903650307 26.8 AB image_1 -4.044943820224719 F125W 68.10359798573809 1.1946527862438963 26.8 AB image_1 -6.067415730337078 F125W 71.76160753594853 1.1698974534578133 26.8 AB image_1 -8.089887640449438 F125W 73.43467553050705 1.1772291007512925 26.8 AB image_1 -10.112359550561798 F125W 74.34296720689296 1.21909558314292 26.8 AB image_1 -12.134831460674157 F125W 71.73347707161632 1.2265085348135114 26.8 AB image_1 -14.157303370786517 F125W 72.93187923529568 1.2461503883019418 26.8 AB image_1 -16.179775280898877 F125W 70.64111678688164 1.1734608101560553 26.8 AB image_1 -18.202247191011235 F125W 69.31085357488871 1.2119129779104036 26.8 AB image_1 -20.224719101123597 F125W 69.19946295562467 1.1817026204612016 26.8 AB image_1 -22.247191011235955 F125W 69.93808104034824 1.2111747400079051 26.8 AB image_1 -24.269662921348313 F125W 66.26550252533917 1.220904524918885 26.8 AB image_1 -26.292134831460675 F125W 63.72712910647464 1.2157787818162946 26.8 AB image_1 -28.314606741573034 F125W 61.91537076748071 1.1419042418364185 26.8 AB image_1 -30.337078651685395 F125W 56.037622577973345 1.1373028731811263 26.8 AB image_1 -32.359550561797754 F125W 53.586211994412736 1.1927983225873229 26.8 AB image_1 -34.38202247191011 F125W 50.2966060918181 1.189003291656486 26.8 AB image_1 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np.array(args['models']).flatten(): - - source=sncosmo.get_source(mod) - tempMod = sncosmo.Model(source=source,effects=effects,effect_names=effect_names,effect_frames=effect_frames) + if isinstance(mod,str): + source=sncosmo.get_source(mod) + tempMod = sncosmo.Model(source=source,effects=effects,effect_names=effect_names,effect_frames=effect_frames) + else: + tempMod=copy(mod) tempMod.set(**args['constants']) if args['set_from_simMeta'] is not None: tempMod.set(**{k:args['curves'].images[args['refImage']].simMeta[args['set_from_simMeta'][k]] for k in args['set_from_simMeta'].keys()}) @@ -860,7 +862,7 @@ def _fitColor(all_args): for b in args['bands']: temp_bands=np.append(temp_bands,np.where(args['curves'].images[im].table['band']==b)[0]) inds=temp_bands.astype(int) - res,fit=sncosmo.fit_lc(args['curves'].images[im].table[inds],tempMod,args['params']+['t0'], + res,fit=sncosmo.fit_lc(args['curves'].images[im].table[inds],tempMod,args['params']+['t0','x0'], bounds={b:args['bounds'][b]+(args['bounds'][b]-np.median(args['bounds'][b]))*2 for b in [x for x in args['bounds'].keys() if x!='t0']}, minsnr=args.get('minsnr',0)) temp_delays[im]=fit.get('t0') @@ -1205,59 +1207,64 @@ def _fitseries(all_args): - source=sncosmo.get_source(mod) - tempMod = sncosmo.Model(source=source,effects=effects,effect_names=effect_names,effect_frames=effect_frames) + if isinstance(mod,str): + source=sncosmo.get_source(mod) + tempMod = sncosmo.Model(source=source,effects=effects,effect_names=effect_names,effect_frames=effect_frames) + else: + tempMod=copy(mod) tempMod.set(**args['constants']) if args['set_from_simMeta'] is not None: tempMod.set(**{k:args['curves'].images[args['refImage']].simMeta[args['set_from_simMeta'][k]] for k in args['set_from_simMeta'].keys()}) all_vparam_names=np.array([x for x in all_vparam_names if x!=tempMod.param_names[2]]) - if not args['curves'].series.table: - if args['fit_prior'] is not None: - par_ref=args['fit_prior'].parallel.fitOrder[0] + if args['fit_prior'] is not None: + par_ref=args['fit_prior'].parallel.fitOrder[0] - temp_delays={k:args['fit_prior'].parallel.time_delays[k]-args['fit_prior'].parallel.time_delays[par_ref]\ - for k in args['fit_prior'].parallel.fitOrder} - temp_mags={k:args['fit_prior'].parallel.magnifications[k]/args['fit_prior'].parallel.magnifications[par_ref] \ - for k in args['fit_prior'].parallel.fitOrder} - args['curves'].combine_curves(time_delays=temp_delays, - magnifications=temp_mags) - args['curves'].series.meta['reft0']=args['fit_prior'].images[par_ref].fits.model.get('t0') - args['curves'].series.meta['refamp']=\ - args['fit_prior'].images[par_ref].fits.model.get(tempMod.param_names[2]) + temp_delays={k:args['fit_prior'].parallel.time_delays[k]-args['fit_prior'].parallel.time_delays[par_ref]\ + for k in args['fit_prior'].parallel.fitOrder} + temp_mags={k:args['fit_prior'].parallel.magnifications[k]/args['fit_prior'].parallel.magnifications[par_ref] \ + for k in args['fit_prior'].parallel.fitOrder} + args['curves'].combine_curves(time_delays=temp_delays, + magnifications=temp_mags) + args['curves'].series.meta['reft0']=args['fit_prior'].images[par_ref].fits.model.get('t0') + args['curves'].series.meta['refamp']=\ + args['fit_prior'].images[par_ref].fits.model.get(tempMod.param_names[2]) - else: - par_ref=args['refImage'] - if args['trial_fit']: - best_bands=band_SNR[args['refImage']][:min(len(band_SNR[args['refImage']]),2)] - temp_delays={} - temp_mags={} - for im in args['curves'].images.keys(): - temp_bands=[] - for b in best_bands: - temp_bands=np.append(temp_bands,np.where(args['curves'].images[im].table['band']==b)[0]) - inds=temp_bands.astype(int) - res,fit=sncosmo.fit_lc(args['curves'].images[im].table[inds],tempMod,args['params']+['t0'], - bounds={b:args['bounds'][b]+(args['bounds'][b]-np.median(args['bounds'][b]))*2 if b=='t0' else args['bounds'][b] for b in args['bounds']}, - minsnr=args.get('minsnr',0)) - temp_delays[im]=fit.get('t0') - temp_mags[im]=fit.parameters[2] - args['curves'].series.meta['reft0']=temp_delays[args['refImage']] - args['curves'].series.meta['refamp']=temp_mags[args['refImage']] - - temp_delays={im:temp_delays[im]-temp_delays[args['refImage']] for im in temp_delays.keys()} - temp_mags={im:temp_mags[im]/temp_mags[args['refImage']] for im in temp_mags} - - for b in args['bounds']: - if b in list(res.errors.keys()): - args['bounds'][b]=(np.array(args['bounds'][b])-np.median(args['bounds'][b]))/2+fit.get(b) - args['curves'].combine_curves(referenceImage=args['refImage'],static=False,time_delays=temp_delays,magnifications=temp_mags) - else: - args['curves'].combine_curves(referenceImage=args['refImage'],static=False,model=tempMod) - guess_amplitude=False else: par_ref=args['refImage'] - guess_amplitude=True + if args['trial_fit']: + + best_bands=band_SNR[args['refImage']][:min(len(band_SNR[args['refImage']]),2)] + temp_delays={} + temp_mags={} + + for im in args['curves'].images.keys(): + temp_bands=[] + for b in best_bands: + temp_bands=np.append(temp_bands,np.where(args['curves'].images[im].table['band']==b)[0]) + inds=temp_bands.astype(int) + + res,fit=sncosmo.fit_lc(deepcopy(args['curves'].images[im].table[inds]),tempMod,args['params']+['t0','x0'], + bounds={b:args['bounds'][b]+(args['bounds'][b]-np.median(args['bounds'][b]))*2 if b=='t0' else args['bounds'][b] for b in args['bounds']}, + minsnr=args.get('minsnr',0)) + temp_delays[im]=fit.get('t0') + + temp_mags[im]=fit.parameters[2] + args['curves'].series.meta['reft0']=temp_delays[args['refImage']] + args['curves'].series.meta['refamp']=temp_mags[args['refImage']] + + temp_delays={im:temp_delays[im]-temp_delays[args['refImage']] for im in temp_delays.keys()} + temp_mags={im:temp_mags[im]/temp_mags[args['refImage']] for im in temp_mags} + + for b in args['bounds']: + if b in list(res.errors.keys()): + args['bounds'][b]=(np.array(args['bounds'][b])-np.median(args['bounds'][b]))/2+fit.get(b) + + args['curves'].combine_curves(referenceImage=args['refImage'],static=False,time_delays=temp_delays,magnifications=temp_mags) + else: + args['curves'].combine_curves(referenceImage=args['refImage'],static=False,model=tempMod) + + if args['cut_time'] is not None: args['curves'].series.table=args['curves'].series.table[args['curves'].series.table['time']>= \ @@ -1270,7 +1277,7 @@ def _fitseries(all_args): params,res,model=nest_series_lc(args['curves'].series.table,tempMod,nimage,bounds=args['bounds'], vparam_names=all_vparam_names,ref=par_ref, - guess_amplitude_bound=guess_amplitude, + guess_amplitude_bound=False, minsnr=args.get('minsnr',5.),priors=args.get('priors',None),ppfs=args.get('ppfs',None), method=args.get('nest_method','single'),maxcall=args.get('maxcall',None), modelcov=args.get('modelcov',None),rstate=args.get('rstate',None), @@ -1627,8 +1634,12 @@ def _fitparallel(all_args): for mod in np.array(args['models']).flatten(): - source=sncosmo.get_source(mod) - tempMod = sncosmo.Model(source=source,effects=effects,effect_names=effect_names,effect_frames=effect_frames) + if isinstance(mod,str): + source=sncosmo.get_source(mod) + tempMod = sncosmo.Model(source=source,effects=effects,effect_names=effect_names,effect_frames=effect_frames) + else: + tempMod=copy(mod) + tempMod.set(**args['constants']) if args['set_from_simMeta'] is not None: tempMod.set(**{k:args['curves'].images[args['refImage']].simMeta[args['set_from_simMeta'][k]] for k in args['set_from_simMeta'].keys()})

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