From 2b02b98d4e8915cb449dd177e08af420e20644f8 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Mon, 25 Sep 2023 17:26:31 +0200 Subject: [PATCH 01/33] Fix bug #99, related to negative u_0 --- source/MulensModel/modelparameters.py | 2 +- source/MulensModel/tests/test_ModelParameters.py | 13 +++++++++++++ 2 files changed, 14 insertions(+), 1 deletion(-) diff --git a/source/MulensModel/modelparameters.py b/source/MulensModel/modelparameters.py index 651e8da6..8c2f3553 100644 --- a/source/MulensModel/modelparameters.py +++ b/source/MulensModel/modelparameters.py @@ -975,7 +975,7 @@ def t_E(self): return self.t_star / self.rho elif ('t_eff' in self.parameters.keys() and 'u_0' in self.parameters.keys()): - return self.t_eff / self.u_0 + return self.t_eff / abs(self.u_0) else: raise KeyError("You're trying to access t_E that was not set") diff --git a/source/MulensModel/tests/test_ModelParameters.py b/source/MulensModel/tests/test_ModelParameters.py index 739dcdc5..8d9e9733 100644 --- a/source/MulensModel/tests/test_ModelParameters.py +++ b/source/MulensModel/tests/test_ModelParameters.py @@ -135,6 +135,19 @@ def test_repr_t_0_kep(): assert (out_1 + out_2) == str(params) +def test_positive_t_E(): + """ + Check if t_E is positive when t_eff is given, even if u_0 is negative. + """ + t_0 = 10205.1 + u_0 = -0.50 + t_eff = 12.5 + params = mm.ModelParameters({'t_0': t_0, 'u_0': u_0, 't_eff': t_eff}) + + assert params.t_E >= 0. + assert params.t_E == params.t_eff / abs(params.u_0) + + def test_rho_t_e_t_star(): """check if conversions between rho, t_E, and t_star work ok""" t_0 = 2450000. From 4f4205f55a783aa3a5e93a403e0870b614024ea1 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Fri, 29 Sep 2023 20:06:22 +0200 Subject: [PATCH 02/33] Updated version number to 2.18.1 --- source/MulensModel/version.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/source/MulensModel/version.py b/source/MulensModel/version.py index 6ebac24f..68a0e512 100644 --- a/source/MulensModel/version.py +++ b/source/MulensModel/version.py @@ -1 +1 @@ -__version__ = "2.18.0" +__version__ = "2.18.1" From 90c18c50507a76aa10fed20c63340e7615809472 Mon Sep 17 00:00:00 2001 From: radek_poleski Date: Thu, 5 Oct 2023 22:15:09 +0200 Subject: [PATCH 03/33] meaningful error message for problems with binary lens method --- source/MulensModel/magnificationcurve.py | 3 +++ source/MulensModel/version.py | 2 +- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/source/MulensModel/magnificationcurve.py b/source/MulensModel/magnificationcurve.py index 4b39748c..23742b86 100644 --- a/source/MulensModel/magnificationcurve.py +++ b/source/MulensModel/magnificationcurve.py @@ -419,6 +419,9 @@ def _get_binary_lens_magnification(self, binary_lens_class, magnification = [] for index in range(len(self.times)): + if methods[index] is None: + raise ValueError("method for calculating binary lens " + "magnification is not specified properly") x = self.trajectory.x[index] y = self.trajectory.y[index] method = methods[index].lower() diff --git a/source/MulensModel/version.py b/source/MulensModel/version.py index 68a0e512..855930a2 100644 --- a/source/MulensModel/version.py +++ b/source/MulensModel/version.py @@ -1 +1 @@ -__version__ = "2.18.1" +__version__ = "2.18.2" From dd54d4e2632e65bc7ab1c31bfe82be4a671b8137 Mon Sep 17 00:00:00 2001 From: jenniferyee Date: Thu, 5 Oct 2023 16:17:53 -0400 Subject: [PATCH 04/33] use_case_41: Desired functionality for the good/bad MulensData arrays. --- examples/use_cases/use_case_41_bad_data.py | 25 ++++++++++++++++++++++ 1 file changed, 25 insertions(+) create mode 100644 examples/use_cases/use_case_41_bad_data.py diff --git a/examples/use_cases/use_case_41_bad_data.py b/examples/use_cases/use_case_41_bad_data.py new file mode 100644 index 00000000..3c9300c1 --- /dev/null +++ b/examples/use_cases/use_case_41_bad_data.py @@ -0,0 +1,25 @@ +""" +Use case for changing the bad data array. +""" +import matplotlib.pyplot as plt +import numpy as np + +import MulensModel as mm + + +raise raise NotImplementedError( + "We don't know how to enable this functionality.") + +data = mm.MulensData(file_name="my_data.dat") +data.plot(show_bad=True) + +data.bad[12] = True +data.plot(show_bad=True) + +data.bad[np.where(data.mag < 13.)] = True +data.plot(show_bad=True) + +data.good[data.mag < 12.] = True +data.plot(show_bad=True) + +plt.show() \ No newline at end of file From e3a45e73fd525ac7452e52c9e4c07863dca8d541 Mon Sep 17 00:00:00 2001 From: radek_poleski Date: Thu, 5 Oct 2023 22:37:05 +0200 Subject: [PATCH 05/33] better warning for missing FS magnification method --- source/MulensModel/magnificationcurve.py | 37 ++++++++++++------------ source/MulensModel/version.py | 2 +- 2 files changed, 20 insertions(+), 19 deletions(-) diff --git a/source/MulensModel/magnificationcurve.py b/source/MulensModel/magnificationcurve.py index 23742b86..3d4532ca 100644 --- a/source/MulensModel/magnificationcurve.py +++ b/source/MulensModel/magnificationcurve.py @@ -1,14 +1,9 @@ import math import warnings - +from os.path import join import numpy as np -from MulensModel.binarylens import BinaryLens -from MulensModel.binarylenswithshear import BinaryLensWithShear -from MulensModel.modelparameters import ModelParameters -from MulensModel.pointlens import PointLens, get_pspl_magnification -from MulensModel.pointlenswithshear import PointLensWithShear -from MulensModel.trajectory import Trajectory +import MulensModel as mm class MagnificationCurve(object): @@ -54,7 +49,7 @@ def __init__(self, times, parameters, parallax=None, self.times = np.atleast_1d(times) # Check for ModelParameters and set. - if isinstance(parameters, ModelParameters): + if isinstance(parameters, mm.ModelParameters): self.parameters = parameters else: raise TypeError( @@ -62,7 +57,7 @@ def __init__(self, times, parameters, parallax=None, 'ModelParameters object') # Calculate the source trajectory (i.e. u(t)) - self.trajectory = Trajectory( + self.trajectory = mm.Trajectory( self.times, parameters=parameters, parallax=parallax, coords=coords, satellite_skycoord=satellite_skycoord) @@ -177,7 +172,13 @@ def _check_for_finite_source_method(self): methods = self._methods_names + [self._default_method] set_ = set(['point_source', 'point_source_point_lens', None]) if len(set(methods)-set_) == 0: - warnings.warn('no finite-source method is set', UserWarning) + path = join( + mm.MODULE_PATH, "documents", "magnification_methods.pdf") + msg = ("No finite-source method is set.\n" + "For possible magnification methods see\n" + path + "or\n" + "https://github.com/rpoleski/MulensModel/blob/master/" + "documents/magnification_methods.pdf") + warnings.warn(msg, UserWarning) return def get_point_lens_magnification(self): @@ -256,12 +257,12 @@ def get_point_lens_magnification(self): " lenses") if self.parameters.is_external_mass_sheet: - point_lens = PointLensWithShear(self.parameters) + point_lens = mm.PointLensWithShear(self.parameters) magnification = point_lens.get_point_source_magnification( self.trajectory) else: - point_lens = PointLens(self.parameters) - magnification = get_pspl_magnification(self.trajectory) + point_lens = mm.PointLens(self.parameters) + magnification = mm.get_pspl_magnification(self.trajectory) methods = self._methods_for_epochs() if len(set(methods)-set([None, 'point_source'])) == 0: @@ -389,10 +390,10 @@ def get_binary_lens_magnification(self): " lenses") if not self.parameters.is_external_mass_sheet: - binary_lens_class = BinaryLens + binary_lens_class = mm.BinaryLens kwargs = dict() else: - binary_lens_class = BinaryLensWithShear + binary_lens_class = mm.BinaryLensWithShear K = self.parameters.parameters.get('convergence_K', 0) G = self.parameters.parameters.get('shear_G', complex(0, 0)) kwargs = {'convergence_K': K, 'shear_G': G} @@ -460,20 +461,20 @@ def _get_binary_lens_magnification(self, binary_lens_class, m = binary_lens.hexadecapole_magnification( x, y, rho=self.parameters.rho, gamma=self._gamma) elif method == 'vbbl': - if isinstance(binary_lens, BinaryLensWithShear): + if isinstance(binary_lens, mm.BinaryLensWithShear): raise ValueError("Finite source VBBL is not available " "for BinaryLensWithShear") m = binary_lens.vbbl_magnification( x, y, rho=self.parameters.rho, gamma=self._gamma, **kwargs) elif method == 'adaptive_contouring': - if isinstance(binary_lens, BinaryLensWithShear): + if isinstance(binary_lens, mm.BinaryLensWithShear): raise ValueError("Adaptive contouring is not available " "for BinaryLensWithShear") m = binary_lens.adaptive_contouring_magnification( x, y, rho=self.parameters.rho, gamma=self._gamma, **kwargs) elif method == 'point_source_point_lens': u = math.sqrt(x**2 + y**2) - m = get_pspl_magnification(u) + m = mm.get_pspl_magnification(u) else: msg = 'Unknown method specified for binary lens: {:}' raise ValueError(msg.format(method)) diff --git a/source/MulensModel/version.py b/source/MulensModel/version.py index 855930a2..819c3f30 100644 --- a/source/MulensModel/version.py +++ b/source/MulensModel/version.py @@ -1 +1 @@ -__version__ = "2.18.2" +__version__ = "2.18.3" From f466009df9a130f9c4926eb5e4297bc19ea8498a Mon Sep 17 00:00:00 2001 From: radek_poleski Date: Thu, 5 Oct 2023 22:41:39 +0200 Subject: [PATCH 06/33] correcting error message ones more --- source/MulensModel/magnificationcurve.py | 3 ++- source/MulensModel/version.py | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/source/MulensModel/magnificationcurve.py b/source/MulensModel/magnificationcurve.py index 3d4532ca..fffcfc30 100644 --- a/source/MulensModel/magnificationcurve.py +++ b/source/MulensModel/magnificationcurve.py @@ -174,7 +174,8 @@ def _check_for_finite_source_method(self): if len(set(methods)-set_) == 0: path = join( mm.MODULE_PATH, "documents", "magnification_methods.pdf") - msg = ("No finite-source method is set.\n" + msg = ("A finite source parameter (rho or t_star) is set and no " + "finite-source method is set.\n" "For possible magnification methods see\n" + path + "or\n" "https://github.com/rpoleski/MulensModel/blob/master/" "documents/magnification_methods.pdf") diff --git a/source/MulensModel/version.py b/source/MulensModel/version.py index 819c3f30..b2dc8ad7 100644 --- a/source/MulensModel/version.py +++ b/source/MulensModel/version.py @@ -1 +1 @@ -__version__ = "2.18.3" +__version__ = "2.18.4" From 2d8fdc17ccba27e47f8e28eef97f5c21bde1e322 Mon Sep 17 00:00:00 2001 From: radek_poleski Date: Thu, 5 Oct 2023 22:45:08 +0200 Subject: [PATCH 07/33] raise raise -> raise in UC41 --- examples/use_cases/use_case_41_bad_data.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/use_cases/use_case_41_bad_data.py b/examples/use_cases/use_case_41_bad_data.py index 3c9300c1..1c9b262a 100644 --- a/examples/use_cases/use_case_41_bad_data.py +++ b/examples/use_cases/use_case_41_bad_data.py @@ -7,7 +7,7 @@ import MulensModel as mm -raise raise NotImplementedError( +raise NotImplementedError( "We don't know how to enable this functionality.") data = mm.MulensData(file_name="my_data.dat") @@ -22,4 +22,4 @@ data.good[data.mag < 12.] = True data.plot(show_bad=True) -plt.show() \ No newline at end of file +plt.show() From 5bea3a98ce3d1edc24a28519dc63882c0ba64a62 Mon Sep 17 00:00:00 2001 From: radek_poleski Date: Thu, 5 Oct 2023 22:53:23 +0200 Subject: [PATCH 08/33] moving and correcting checks for finite source methods --- source/MulensModel/magnificationcurve.py | 10 +++++++--- source/MulensModel/version.py | 2 +- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/source/MulensModel/magnificationcurve.py b/source/MulensModel/magnificationcurve.py index fffcfc30..8804b7b0 100644 --- a/source/MulensModel/magnificationcurve.py +++ b/source/MulensModel/magnificationcurve.py @@ -151,9 +151,6 @@ def get_magnification(self): Vector of magnifications. """ - if self.parameters.rho is not None: - self._check_for_finite_source_method() - if self.parameters.n_lenses == 1: magnification = self.get_point_lens_magnification() elif self.parameters.n_lenses == 2: @@ -161,6 +158,7 @@ def get_magnification(self): else: raise NotImplementedError( "magnification for more than 2 lenses not handled yet") + self._magnification = magnification return self._magnification @@ -251,6 +249,9 @@ def get_point_lens_magnification(self): Vector of magnifications. """ + if self.parameters.is_finite_source(): + self._check_for_finite_source_method() + if self.parameters.n_lenses != 1: raise ValueError( "You're trying to calculate single lens magnification, but " @@ -384,6 +385,9 @@ def get_binary_lens_magnification(self): Vector of magnifications. """ + if self.parameters.is_finite_source(): + self._check_for_finite_source_method() + if self.parameters.n_lenses != 2: raise ValueError( "You're trying to calculate binary lens magnification, but " diff --git a/source/MulensModel/version.py b/source/MulensModel/version.py index b2dc8ad7..5c8d0158 100644 --- a/source/MulensModel/version.py +++ b/source/MulensModel/version.py @@ -1 +1 @@ -__version__ = "2.18.4" +__version__ = "2.18.5" From 51032cf5897e97297511262246fd68e853da399a Mon Sep 17 00:00:00 2001 From: jenniferyee Date: Fri, 6 Oct 2023 09:09:49 -0400 Subject: [PATCH 09/33] UC40: get_lc -> get_scaled_lc for clarity --- examples/use_cases/use_case_40_get_lc.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/examples/use_cases/use_case_40_get_lc.py b/examples/use_cases/use_case_40_get_lc.py index 919927b7..d1fbe345 100644 --- a/examples/use_cases/use_case_40_get_lc.py +++ b/examples/use_cases/use_case_40_get_lc.py @@ -1,5 +1,5 @@ """ -Use case showing API for Event.get_lc() and Event.plot_lc() +Use case showing API for Event.get_scaled_lc() and Event.plot_lc() """ import matplotlib.pyplot as plt import os @@ -8,8 +8,8 @@ raise NotImplementedError( - "Event.get_lc(), Event.plot_lc() and satellite_skycoord keyword in " - "Model.get_lc()/plot_lc() are not implemented yet") + "Event.get_scaled_lc(), Event.plot_lc() and satellite_skycoord keyword in " + "Model.get_scaled_lc()/plot_lc() are not implemented yet") # Import data dir_ = os.path.join(mm.DATA_PATH, "photometry_files", "OB140939") @@ -26,29 +26,29 @@ 'pi_E_N': -0.248, 'pi_E_E': 0.234}) my_event = mm.Event([data_1, data_2], my_model, coords="17:50:00 -29:00:05") -# All get_lc() and plot_lc() calls return data scaled to the first dataset, +# All get_scaled_lc() and plot_lc() calls return data scaled to the first dataset, # unless 'dataset' keyword is used. # Print model light curve: print("Magnitudes:") -print(my_event.get_lc()) +print(my_event.get_scaled_lc()) print("Fluxes from 2456820 to 2456850:") -print(my_event.get_lc(t_range=[2456820., 2456850.], n_epochs=20, +print(my_event.get_scaled_lc(t_range=[2456820., 2456850.], n_epochs=20, phot_fmt="flux")) # The two code lines below require discussion: # what is default value of phot_fmt? -# RP: I think it should "scaled" to be consistent with my_event.get_lc(), +# RP: I think it should "scaled" to be consistent with my_event.get_scaled_lc(), # but on the other hand phot_fmt="flux" could mean fluxes in the scale of # that dataset, or the reference dataset and I see logic behind both of them. # Maybe we should add "scaled_flux" and "scaled_mag" (also include both of them # in FitData.get_residuals() to be consistent; ohh... we should also deprecate # "scaled" in that case). -# Event.get_lc(dataset=1, phot_fmt="scaled") --> returns model magnitudes for +# Event.get_scaled_lc(dataset=1, phot_fmt="scaled") --> returns model magnitudes for # dataset 1 scaled to ref_data. -# Event.get_lc(dataset=data1, phot_fmt="mag") --> returns model magnitudes for +# Event.get_scaled_lc(dataset=data1, phot_fmt="mag") --> returns model magnitudes for # dataset 1 scaled to that # dataset's fs, fb. # The above also take into account bandpass and satellite_skycoord. From 828190b9d7a2cbd82378b20814a6447ec8007323 Mon Sep 17 00:00:00 2001 From: radek_poleski Date: Sat, 7 Oct 2023 04:18:16 +0200 Subject: [PATCH 10/33] updating dev. board --- developers_board.md | 18 ++---------------- 1 file changed, 2 insertions(+), 16 deletions(-) diff --git a/developers_board.md b/developers_board.md index e230b5e8..6dd5f804 100644 --- a/developers_board.md +++ b/developers_board.md @@ -1,5 +1,4 @@ # Next big tasks - think about the order: -1. xallarap 2. full Keplerian motion of the lens (because 2-parameter approximation is unphysical and is already implemented) 3. triple sources 4. triple lenses @@ -8,17 +7,12 @@ 7. terrestial parallax # Next smaller tasks: -1. gradient for parallax model issue 2. ModelParameters - note that t_0_1 etc. are for "binary source" models -2. update VBBL 3. make directory with reference plots from examples 4. remove unused branches 5. UC40 - finish it and implement Event.get\_lc and plot\_lc -6. example 16 7. UC38 - finish it -8. chi2 gradient for rho or t_star - first move code from FitData to Trajectory and PointLens (which means new minor version) 9. faster FFP calculations -10. print Model/ModelParameters: add t\_0\_par somewhere - maybe only when it is != t\_0 11. "import MulensModel as mm" everywhere: use_cases/->30,31,34 examples/run_time_tests/check_system.py examples/checks.py TUTORIALS 12. satellite positions read from a file similar to data challenge files 13. check open issues on github @@ -42,7 +36,7 @@ Changes for planned v3 are here: [documents/MM\_v3.md](documents/MM_v3.md) * more on setup.py: [link](https://github.com/kennethreitz/setup.py) * compile with "pedantic" flags for compilers * Documentation - * magnification\_methods.pdf - add full references there and link this file in the code + * magnification\_methods.pdf - add full references there * Sagan workshop hands-on activity in MM * examples as ipython notebooks * Add \_\_repr\_\_ functions to Lens and Source @@ -61,8 +55,6 @@ Changes for planned v3 are here: [documents/MM\_v3.md](documents/MM_v3.md) * Fit.fit\_fluxes docstring to be updated * which\_parameters() - note that it doesnt work for binary source parameters, but the parameters work properly; just BSPL and rho\_2 etc. are optional * parallax models - * binary source - there should be one Fit less in Event.get\_chi2xxx functions - if there are 2 sources, then calculate magnification and use F\_S = F\_S\_1+F\_S\_2 and get it from self.model.fit; most probably adding some function to Fit would help - * test binary-lens binary-source * different t\_E for each source (correct Model.set\_times) * test binary source with exactly one rho\_X defined * add t\_eff\_1, t\_eff\_2 @@ -83,7 +75,6 @@ Changes for planned v3 are here: [documents/MM\_v3.md](documents/MM_v3.md) * get gamma/u LD coeffs from Claret papers etc. * [Lee+09](https://ui.adsabs.harvard.edu/abs/2009ApJ...695..200L/abstract) - gradient calculations for uniform source, also faster calculations - profile * FSPL for large sources using [Agol 2003](https://ui.adsabs.harvard.edu/abs/2003ApJ...594..449A/abstract) - * Xallarap (see below for references) * Quadratic limb darkening * Multi-lens ray shooting: * mapmaking version which adds new rays as needed (but remember that it runs for fixed (s,q) only!) @@ -132,7 +123,6 @@ Changes for planned v3 are here: [documents/MM\_v3.md](documents/MM_v3.md) * Event should sync information on which of the 3 types of parallax are used, so that if it is specified for event, then there will be exception if one dataset is missing earth\_coords etc. In general there should be some way to make sure which parallax types are used in which calculation of magnification. * Class Event should have not only set\_datasets() methods but also add\_datasets(), i.e. a similar method that appends datasets to self.\_datasets. * reduce calls to Fit.fit\_fluxes() - * add finite source in chi2\_gradient() * chi2\_gradient() should cope NaN values in a way similar to get\_chi2() * **check all functions that should pass** fit\_blending parameter - Event.plot\_model, what else??? Already done: Event.get\_ref\_fluxes() * chi2 with maximum value provided - if the chi2 for point-source gives chi2 larger than specified limit, then finite source calculations are not undertaken (this should significantly speed-up MultiNest) @@ -214,7 +204,7 @@ Changes for planned v3 are here: [documents/MM\_v3.md](documents/MM_v3.md) * when plotting data, make sure that max/min limits on Y axis include errorbars, if the errorbars are shown * export/save given data file in scale of other dataset and model * this line may be wrong for some values of char: kwargs['fmt'] = kwargs['fmt'].replace(char, "") - * for plt.scatter() the color can be set as 'facecolor', 'facecolors', or 'edgecolors' and this should be dealt with in _set_plot_properties() + * for plt.scatter() the color can be set as 'facecolor', 'facecolors', or 'edgecolors' and this should be dealt with in \_set\_plot\_properties() * for plotting X for bad data use large size and/or thinner line * separate colors (or even kwargs) for X-es as an option (to get contrasting colors see https://itsphbytes.wordpress.com/2016/08/29/complementary-colors-python-code/) * PointLens class: @@ -230,7 +220,6 @@ Changes for planned v3 are here: [documents/MM\_v3.md](documents/MM_v3.md) * _warning when too many annual parallax calculations are conducted_ * _\_get\_delta\_satellite() should be using self.times_ * annual parallax caching - if moved to MulensData, then would be faster because hashing of coords and time vector takes time - * maybe Trajectory should be able to plot itself, and Model.plot\_trajectory() should call it - it would be easier for binary sources etc. * colorscale time or magnification (see Fig 2 in [Ranc+19](https://arxiv.org/abs/1810.00014)) * plot in units of theta\_star (or even days) instead of theta\_E * UniformCausticSampling class: @@ -263,7 +252,6 @@ Changes for planned v3 are here: [documents/MM\_v3.md](documents/MM_v3.md) * _Hamiltonian MCMC [link 1](http://arogozhnikov.github.io/2016/12/19/markov_chain_monte_carlo.html) and [link 2](https://theclevermachine.wordpress.com/2012/11/18/mcmc-hamiltonian-monte-carlo-a-k-a-hybrid-monte-carlo/) and [link 3](https://colindcarroll.com/2019/04/11/hamiltonian-monte-carlo-from-scratch/)_ * example with [parallel EMCEE](https://emcee.readthedocs.io/en/stable/tutorials/parallel/) * _plot many models from posterior_ - * **chi2 per dataset** * **scipy.curve\_fit() and print parameter uncertainties** * **corner plots; they require [corner](https://github.com/dfm/corner.py), [pyhdust](https://github.com/danmoser/pyhdust), or [pyGTC](https://pypi.org/project/pyGTC/)** * _F\_s for MOA data for MB08310 differs from Janczak paper - is it caused by FSPL vs. FSBL models?_ @@ -277,8 +265,6 @@ Changes for planned v3 are here: [documents/MM\_v3.md](documents/MM_v3.md) * note in PSPL tutorial about plotting data in MulensData * add example that after calling Event.get\_chi2() use Event.fit to get e.g. magnifications so that the magnification is not calculated twice * **satellite data fitted and plotted - what is missing now?** - * use ast.literal\_eval() for .cfg files to read dict or list, e.g., for MulensData options. - * _high-level fitting example where we dont care how complicated it is, we just want to make it simple and useful for the user_ * some cfg files use "../data/..." - change it to MM.DATA\_PATH somehow * in emcee we should check if all the starting points are in prior * check if MM correctly interacts with scipy.optimize.leastsq and maybe add an example From 747db3e88260f4c689da474d79f74ce978568ab5 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Mon, 23 Oct 2023 15:21:37 +0200 Subject: [PATCH 11/33] Added option to recalculate magnification in second Y axis (example 16) --- examples/example_16/ob03235_2_full.yaml | 4 +++- examples/example_16/ulens_model_fit.py | 14 +++++++++++--- 2 files changed, 14 insertions(+), 4 deletions(-) diff --git a/examples/example_16/ob03235_2_full.yaml b/examples/example_16/ob03235_2_full.yaml index 283140f0..dbcec38d 100644 --- a/examples/example_16/ob03235_2_full.yaml +++ b/examples/example_16/ob03235_2_full.yaml @@ -86,7 +86,9 @@ plots: magnifications: [2, 3, 4, 5, 6, 7, 8, 9] # If you don't know what will be the range of magnifications on your plot, then make # a test run with some very small and very large values and a warning will tell you - # what is exact range on the plot. + # what is exact range on the plot. Another option is to set the following option to + # True, so that the magnification range is calculated automatically: + recalculate magnification ticks: True labels: [a, b, c, d, e, f, g, h] # If you remove the line above, then magnification values will be printed. label: What is shown on this axis? diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index 5ea66317..c52156ab 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -710,7 +710,8 @@ def _check_plots_parameters_best_model_Y_scale(self): This function assumes that the second Y scale will be plotted. """ settings = self._plots['best model']['second Y scale'] - allowed = set(['color', 'label', 'labels', 'magnifications']) + allowed = set(['color', 'label', 'labels', 'magnifications', + 'recalculate magnification ticks']) unknown = set(settings.keys()) - allowed if len(unknown) > 0: raise ValueError( @@ -3102,8 +3103,15 @@ def _mark_second_Y_axis_in_best_plot(self): "the second scale is not plotted") args = [min(magnifications), max(magnifications), A_min[0], A_max[0]] - warnings.warn(msg.format(*args)) - return + if settings.get("recalculate magnification ticks") is True: + magnifications = np.linspace(A_min[0], A_max[0], 8) + magnifications = np.unique(magnifications.round(2)) + flux = total_source_flux * magnifications.tolist() + blend_flux + labels = [str(x) for x in magnifications] + print(" - New magnifications:", magnifications) + else: + warnings.warn(msg.format(*args)) + return ticks = mm.Utils.get_mag_from_flux(flux) From 137f2835c4fe4edb4eab75893fd813876f8669ae Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Tue, 24 Oct 2023 17:33:15 +0200 Subject: [PATCH 12/33] Improved ticks from matplotlib --- examples/example_16/ulens_model_fit.py | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index c52156ab..865010e5 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -3094,6 +3094,7 @@ def _mark_second_Y_axis_in_best_plot(self): warnings.warn(msg.format(np.sum(np.logical_not(mask)))) A_min = (flux_min - blend_flux) / total_source_flux A_max = (flux_max - blend_flux) / total_source_flux + ax2 = plt.gca().twinx() if (np.min(magnifications) < A_min or np.max(magnifications) > A_max or np.any(flux < 0.)): @@ -3103,19 +3104,19 @@ def _mark_second_Y_axis_in_best_plot(self): "the second scale is not plotted") args = [min(magnifications), max(magnifications), A_min[0], A_max[0]] - if settings.get("recalculate magnification ticks") is True: - magnifications = np.linspace(A_min[0], A_max[0], 8) - magnifications = np.unique(magnifications.round(2)) - flux = total_source_flux * magnifications.tolist() + blend_flux - labels = [str(x) for x in magnifications] - print(" - New magnifications:", magnifications) - else: + if settings.get("recalculate magnification ticks") is not True: warnings.warn(msg.format(*args)) + ax2.get_yaxis().set_visible(False) return + else: + ax2.set_ylim(A_min, A_max) + ticks = ax2.yaxis.get_ticklocs()[1:-1] + flux = total_source_flux * ticks.tolist() + blend_flux + max_n = max([len(str(x))-str(x).find('.')-1 for x in ticks]) + labels = [f"%0.{max_n}f" % x for x in ticks] ticks = mm.Utils.get_mag_from_flux(flux) - ax2 = plt.gca().twinx() ax2.set_ylabel(label).set_color(color) ax2.spines['right'].set_color(color) ax2.set_ylim(ylim[0], ylim[1]) From 32d30865039e5b726bdc59b33c2944649183155f Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Tue, 24 Oct 2023 23:21:36 +0200 Subject: [PATCH 13/33] Added print of script version (example16) --- examples/example_16/ulens_model_fit.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index 865010e5..91123313 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -334,6 +334,7 @@ def _check_MM_version(self): """ Check if MulensModel is new enough """ + print('\nMulensModel version:', mm.__version__, end='\n\n') if int(mm.__version__.split('.')[0]) < 2: raise RuntimeError( "ulens_model_fit.py requires MulensModel in version " @@ -1118,7 +1119,7 @@ def _parse_fitting_parameters_EMCEE(self): warnings.warn(msg) else: raise ValueError("The path provided for posterior (" + - name + ") exsists and is a directory") + name + ") exists and is a directory") self._posterior_file_name = name[:-4] self._posterior_file_fluxes = None From f286b074738a3900ffb8e94d78d138ce4c15a0ee Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Wed, 25 Oct 2023 19:04:19 +0200 Subject: [PATCH 14/33] Added fixed parameters to results file, part of issue #93 --- examples/example_16/ulens_model_fit.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index 91123313..4d55b0a6 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -2325,6 +2325,11 @@ def _parse_results_EMCEE(self): print(out, **self._yaml_kwargs) self._extract_posterior_samples_EMCEE() + if self._yaml_results: + print("Fixed parameters:", **self._yaml_kwargs) + for (key, value) in self._fixed_parameters.items(): + print(" {:} : {:}".format(key, value), **self._yaml_kwargs) + print("Fitted parameters:") self._print_results(self._samples_flat) if self._yaml_results: From 494cc8522763e63a953d75228f0fa3d9cf887df0 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Wed, 25 Oct 2023 19:26:13 +0200 Subject: [PATCH 15/33] Added script version to results file, part of issue #93 --- examples/example_16/ulens_model_fit.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index 4d55b0a6..2e0997cd 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -334,7 +334,8 @@ def _check_MM_version(self): """ Check if MulensModel is new enough """ - print('\nMulensModel version:', mm.__version__, end='\n\n') + code_versions = f"{mm.__version__} and {__version__}" + print('\nMulensModel and script versions:', code_versions, end='\n\n') if int(mm.__version__.split('.')[0]) < 2: raise RuntimeError( "ulens_model_fit.py requires MulensModel in version " @@ -2311,6 +2312,11 @@ def _parse_results_EMCEE(self): This version works with EMCEE version 2.X and 3.0. """ + lst = [mm.__version__, __version__] + code_version = f"MulensModel and example versions: {lst}" + if self._yaml_results: + print(code_version, **self._yaml_kwargs) + accept_rate = np.mean(self._sampler.acceptance_fraction) out = "Mean acceptance fraction: {0:.3f}".format(accept_rate) print(out) From ebe3c71eadd4e4304d6e2b5c37d1f6cccfed9074 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Wed, 25 Oct 2023 20:11:03 +0200 Subject: [PATCH 16/33] Raise warnings if plots overwrite existing files, part of issue #93 --- examples/example_16/ulens_model_fit.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index 2e0997cd..62fb991f 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -334,8 +334,8 @@ def _check_MM_version(self): """ Check if MulensModel is new enough """ - code_versions = f"{mm.__version__} and {__version__}" - print('\nMulensModel and script versions:', code_versions, end='\n\n') + code_version = "{:} and {:}".format(mm.__version__, __version__) + print('\nMulensModel and script versions:', code_version, end='\n\n') if int(mm.__version__.split('.')[0]) < 2: raise RuntimeError( "ulens_model_fit.py requires MulensModel in version " @@ -2312,9 +2312,9 @@ def _parse_results_EMCEE(self): This version works with EMCEE version 2.X and 3.0. """ - lst = [mm.__version__, __version__] - code_version = f"MulensModel and example versions: {lst}" if self._yaml_results: + lst = [mm.__version__, __version__] + code_version = "MulensModel and script versions: {:}".format(lst) print(code_version, **self._yaml_kwargs) accept_rate = np.mean(self._sampler.acceptance_fraction) @@ -2836,6 +2836,9 @@ def _save_figure(self, file_name, figure=None, dpi=None): kwargs = dict() if dpi is not None: kwargs = {'dpi': dpi} + if path.isfile(file_name): + msg = "Exisiting file " + file_name + " will be overwritten" + warnings.warn(msg) caller.savefig(file_name, **kwargs) plt.close() From 5747f7f4a158c669041017b60d6c8bf8f2586628 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Thu, 26 Oct 2023 18:17:50 +0200 Subject: [PATCH 17/33] Added delta/shift_t_0 to results file, finished issue #93 --- examples/example_16/ulens_model_fit.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index 62fb991f..ffcb4348 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -2356,6 +2356,10 @@ def _parse_results_EMCEE(self): if self._yaml_results: self._print_yaml_best_model() + if self._shift_t_0 and self._yaml_results: + print("Plots shift_t_0 : {:}".format(self._shift_t_0_value), + **self._yaml_kwargs) + def _extract_posterior_samples_EMCEE(self): """ set self._samples_flat and self._samples for EMCEE @@ -2500,6 +2504,7 @@ def _shift_t_0_in_samples(self): index = self._fit_parameters.index(name) values = self._samples_flat[:, index] mean = np.mean(values) + self._shift_t_0_value = int(mean) try: self._samples_flat[:, index] -= int(mean) if 'trace' in self._plots: From a1d7d0b9b6574ad1de7f5371d7b6d8f9f96cf204 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Fri, 27 Oct 2023 17:27:08 +0200 Subject: [PATCH 18/33] Final improvements to magnifications range, finished issue #93 --- examples/example_16/ob03235_2_full.yaml | 5 +- examples/example_16/ulens_model_fit.py | 75 ++++++++++++++++--------- 2 files changed, 49 insertions(+), 31 deletions(-) diff --git a/examples/example_16/ob03235_2_full.yaml b/examples/example_16/ob03235_2_full.yaml index dbcec38d..1a39d403 100644 --- a/examples/example_16/ob03235_2_full.yaml +++ b/examples/example_16/ob03235_2_full.yaml @@ -86,9 +86,8 @@ plots: magnifications: [2, 3, 4, 5, 6, 7, 8, 9] # If you don't know what will be the range of magnifications on your plot, then make # a test run with some very small and very large values and a warning will tell you - # what is exact range on the plot. Another option is to set the following option to - # True, so that the magnification range is calculated automatically: - recalculate magnification ticks: True + # what is exact range. Another option is to set it to "optimal", where this range + # will be obtained automatically, but labels cannot be given in this case. labels: [a, b, c, d, e, f, g, h] # If you remove the line above, then magnification values will be printed. label: What is shown on this axis? diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index ffcb4348..bd164b40 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -334,8 +334,8 @@ def _check_MM_version(self): """ Check if MulensModel is new enough """ - code_version = "{:} and {:}".format(mm.__version__, __version__) - print('\nMulensModel and script versions:', code_version, end='\n\n') + # code_version = "{:} and {:}".format(mm.__version__, __version__) + # print('\nMulensModel and script versions:', code_version, end='\n\n') if int(mm.__version__.split('.')[0]) < 2: raise RuntimeError( "ulens_model_fit.py requires MulensModel in version " @@ -712,25 +712,34 @@ def _check_plots_parameters_best_model_Y_scale(self): This function assumes that the second Y scale will be plotted. """ settings = self._plots['best model']['second Y scale'] - allowed = set(['color', 'label', 'labels', 'magnifications', - 'recalculate magnification ticks']) + allowed = set(['color', 'label', 'labels', 'magnifications']) unknown = set(settings.keys()) - allowed if len(unknown) > 0: raise ValueError( 'Unknown settings for "second Y scale" in ' '"best model": {:}'.format(unknown)) if not isinstance(settings['magnifications'], list): - raise TypeError( - '"best model" -> "second Y scale" -> "magnifications" has to ' - 'be a list, not ' + str(type(settings['magnifications']))) - for value in settings['magnifications']: - if not isinstance(value, (int, float)): + if settings['magnifications'] != 'optimal': raise TypeError( - 'Wrong value in magnifications: ' + str(value)) + '"best model" -> "second Y scale" -> "magnifications" has ' + 'to be a list or "optimal", not ' + + str(type(settings['magnifications']))) + else: + for value in settings['magnifications']: + if not isinstance(value, (int, float)): + raise TypeError( + 'Wrong value in magnifications: ' + str(value)) if 'labels' not in settings: - settings['labels'] = [ - str(x) for x in settings['magnifications']] + if settings['magnifications'] != 'optimal': + settings['labels'] = [ + str(x) for x in settings['magnifications']] + else: + settings['labels'] = [] else: + if settings['magnifications'] == 'optimal': + raise ValueError( + 'In "best model" -> "second Y scale", labels can not be ' + 'provided if "magnifications" is defined as "optimal"') if not isinstance(settings['labels'], list): raise TypeError( '"best model" -> "second Y scale" -> "labels" has to be ' @@ -2355,7 +2364,7 @@ def _parse_results_EMCEE(self): self._print_best_model() if self._yaml_results: self._print_yaml_best_model() - + if self._shift_t_0 and self._yaml_results: print("Plots shift_t_0 : {:}".format(self._shift_t_0_value), **self._yaml_kwargs) @@ -3095,14 +3104,34 @@ def _mark_second_Y_axis_in_best_plot(self): labels = settings['labels'] ylim = plt.ylim() + ax2 = plt.gca().twinx() flux_min = mm.Utils.get_flux_from_mag(ylim[0]) flux_max = mm.Utils.get_flux_from_mag(ylim[1]) - (source_flux, blend_flux) = self._event.get_ref_fluxes() if self._model.n_sources == 1: total_source_flux = source_flux else: total_source_flux = sum(source_flux) + A_min = (flux_min - blend_flux) / total_source_flux + A_max = (flux_max - blend_flux) / total_source_flux + + if magnifications == "optimal": + ax2.set_ylim(A_min, A_max) + ticks = ax2.yaxis.get_ticklocs()[1:-1] + magnifications = ticks.tolist() + is_integer = [mag.is_integer for mag in magnifications] + if all(is_integer): + labels = [f"%d" % int(x) for x in ticks] + else: + max_n = max([len(str(x))-str(x).find('.')-1 for x in ticks]) + labels = [f"%0.{max_n}f" % x for x in ticks] + if max_n > 3: + msg = ("The computed magnifications for the second Y scale" + " cover a range too small to be shown: {:}") + warnings.warn(msg.format(magnifications)) + ax2.get_yaxis().set_visible(False) + return + flux = total_source_flux * magnifications + blend_flux if np.any(flux < 0.): mask = (flux > 0.) @@ -3112,10 +3141,7 @@ def _mark_second_Y_axis_in_best_plot(self): "because they correspond to negative flux which cannot " "be translated to magnitudes.") warnings.warn(msg.format(np.sum(np.logical_not(mask)))) - A_min = (flux_min - blend_flux) / total_source_flux - A_max = (flux_max - blend_flux) / total_source_flux - ax2 = plt.gca().twinx() - + if (np.min(magnifications) < A_min or np.max(magnifications) > A_max or np.any(flux < 0.)): msg = ("Provided magnifications for the second (i.e., right-hand " @@ -3124,16 +3150,9 @@ def _mark_second_Y_axis_in_best_plot(self): "the second scale is not plotted") args = [min(magnifications), max(magnifications), A_min[0], A_max[0]] - if settings.get("recalculate magnification ticks") is not True: - warnings.warn(msg.format(*args)) - ax2.get_yaxis().set_visible(False) - return - else: - ax2.set_ylim(A_min, A_max) - ticks = ax2.yaxis.get_ticklocs()[1:-1] - flux = total_source_flux * ticks.tolist() + blend_flux - max_n = max([len(str(x))-str(x).find('.')-1 for x in ticks]) - labels = [f"%0.{max_n}f" % x for x in ticks] + warnings.warn(msg.format(*args)) + ax2.get_yaxis().set_visible(False) + return ticks = mm.Utils.get_mag_from_flux(flux) From 82713ada2cb96f5e8b39de7676fcd1bff6194fa1 Mon Sep 17 00:00:00 2001 From: jenniferyee Date: Thu, 9 Nov 2023 10:53:28 -0500 Subject: [PATCH 19/33] Fixed some minor formatting things. --- examples/example_05_MB08310.py | 13 ++++++++++--- source/MulensModel/utils.py | 1 + 2 files changed, 11 insertions(+), 3 deletions(-) diff --git a/examples/example_05_MB08310.py b/examples/example_05_MB08310.py index 6201e1b4..055a170c 100644 --- a/examples/example_05_MB08310.py +++ b/examples/example_05_MB08310.py @@ -63,17 +63,21 @@ datasets_custom = [] color_list = ['black', 'red', 'yellow', 'green', 'cyan', 'blue', 'purple'] for (color, file_) in zip(color_list, sorted(files)): + label = os.path.basename(file_).split('_', maxsplit=2)[0] + if label == 'CTIO': + label += ' ' + os.path.basename(file_).split('_', maxsplit=2)[1] + data = mm.MulensData( file_name=file_, comments=["\\", "|"], plot_properties={ 'color': color, - 'label': os.path.basename(file_).split('_', maxsplit=2)[0]}) + 'label': label}) + datasets_custom.append(data) event_custom = mm.Event(datasets=datasets_custom, model=plens_model) +#event_custom.data_ref = 6 -plt.figure() -ax31 = plt.subplot(gs[0]) t_start = t_0 - 3. t_stop = t_0 + 1. n_star = 2. @@ -82,6 +86,9 @@ times = np.arange(t_start, t_star_start, 0.01) times = np.concatenate((times, np.arange(t_star_start, t_star_stop, 0.0001))) times = np.concatenate((times, np.arange(t_star_stop, t_stop, 0.01))) + +plt.figure() +ax31 = plt.subplot(gs[0]) event_custom.plot_model( times=times, color='black', subtract_2450000=True) event_custom.plot_data(marker='s', markersize=3, subtract_2450000=True) diff --git a/source/MulensModel/utils.py b/source/MulensModel/utils.py index a9ccf795..4a93ff64 100644 --- a/source/MulensModel/utils.py +++ b/source/MulensModel/utils.py @@ -149,6 +149,7 @@ def get_mag_and_err_from_flux(flux, err_flux, zeropoint=None): UserWarning) mag = zeropoint - 2.5 * np.log10(flux) err_mag = (err_flux / flux) * 2.5 / np.log(10.) + return (mag, err_mag) get_mag_and_err_from_flux = staticmethod(get_mag_and_err_from_flux) From ff87fe1c375504b35323fbd52816f3df66a6c27d Mon Sep 17 00:00:00 2001 From: jenniferyee Date: Thu, 9 Nov 2023 10:56:40 -0500 Subject: [PATCH 20/33] Added expected figures for examples 01, 02, 03. --- .../example_01/Ex01_Figure_1.png | Bin 0 -> 25783 bytes .../example_01/Ex01_Figure_2.png | Bin 0 -> 40325 bytes .../example_01/Ex01_Figure_3.png | Bin 0 -> 25503 bytes .../example_01/Ex01_Figure_4.png | Bin 0 -> 21627 bytes .../example_01/Ex01_Figure_5.png | Bin 0 -> 16473 bytes .../example_02/Ex02_Figure_1.png | Bin 0 -> 40179 bytes .../example_02/Ex02_Figure_2.png | Bin 0 -> 24296 bytes .../example_03/Ex03_Figure_1.png | Bin 0 -> 23240 bytes .../example_03/Ex03_Figure_2.png | Bin 0 -> 26925 bytes 9 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 data/expected_example_figures/example_01/Ex01_Figure_1.png create mode 100644 data/expected_example_figures/example_01/Ex01_Figure_2.png create mode 100644 data/expected_example_figures/example_01/Ex01_Figure_3.png create mode 100644 data/expected_example_figures/example_01/Ex01_Figure_4.png create mode 100644 data/expected_example_figures/example_01/Ex01_Figure_5.png create mode 100644 data/expected_example_figures/example_02/Ex02_Figure_1.png create mode 100644 data/expected_example_figures/example_02/Ex02_Figure_2.png create mode 100644 data/expected_example_figures/example_03/Ex03_Figure_1.png create mode 100644 data/expected_example_figures/example_03/Ex03_Figure_2.png diff --git a/data/expected_example_figures/example_01/Ex01_Figure_1.png 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z3$m_lI3NpVMH?~tvliV9~eFA_+C zk7GM=<`^$e=0eEGL$Y9Zf@R~-$puc1*Y}AhDEX{}b@1^~5U=<5a8baS%n~vb|9gtr zsgRZ;n16K1aWp7!fzTsR4TvTHKXiiq`Ty?4XO*jaTU$62jzaj0*|tYlBS+2R{67F@ ChxWk$ literal 0 HcmV?d00001 From 99cfb2457d9009ba0d2dcaa82179f44314fac789 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Thu, 9 Nov 2023 17:57:05 +0100 Subject: [PATCH 21/33] New functions and other improvements to issue #93 --- examples/example_16/ob03235_2_full.yaml | 1 + examples/example_16/ulens_model_fit.py | 99 ++++++++++++++----------- 2 files changed, 58 insertions(+), 42 deletions(-) diff --git a/examples/example_16/ob03235_2_full.yaml b/examples/example_16/ob03235_2_full.yaml index 1a39d403..92828296 100644 --- a/examples/example_16/ob03235_2_full.yaml +++ b/examples/example_16/ob03235_2_full.yaml @@ -84,6 +84,7 @@ plots: second Y scale: # This adds second Y axis on the right-hand side. Only first line below is required. magnifications: [2, 3, 4, 5, 6, 7, 8, 9] + # magnifications: optimal # If you don't know what will be the range of magnifications on your plot, then make # a test run with some very small and very large values and a warning will tell you # what is exact range. Another option is to set it to "optimal", where this range diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index bd164b40..f2ae588f 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -1125,7 +1125,7 @@ def _parse_fitting_parameters_EMCEE(self): 'got: ' + name) if path.exists(name): if path.isfile(name): - msg = "Exisiting file " + name + " will be overwritten" + msg = "Existing file " + name + " will be overwritten" warnings.warn(msg) else: raise ValueError("The path provided for posterior (" + @@ -1296,7 +1296,7 @@ def _check_output_files_MultiNest(self): existing.append(file_name) if len(existing) > 0: - message = "\n\n Exisiting files will be overwritten " + message = "\n\n Existing files will be overwritten " message += "(unless you kill this process)!!!\n" warnings.warn(message + str(existing) + "\n") @@ -2340,7 +2340,7 @@ def _parse_results_EMCEE(self): print(out, **self._yaml_kwargs) self._extract_posterior_samples_EMCEE() - if self._yaml_results: + if self._yaml_results and isinstance(self._fixed_parameters, dict): print("Fixed parameters:", **self._yaml_kwargs) for (key, value) in self._fixed_parameters.items(): print(" {:} : {:}".format(key, value), **self._yaml_kwargs) @@ -2366,7 +2366,7 @@ def _parse_results_EMCEE(self): self._print_yaml_best_model() if self._shift_t_0 and self._yaml_results: - print("Plots shift_t_0 : {:}".format(self._shift_t_0_value), + print("Plots shift_t_0 : {:}".format(self._shift_t_0_val), **self._yaml_kwargs) def _extract_posterior_samples_EMCEE(self): @@ -2512,21 +2512,20 @@ def _shift_t_0_in_samples(self): if name in self._fit_parameters: index = self._fit_parameters.index(name) values = self._samples_flat[:, index] - mean = np.mean(values) - self._shift_t_0_value = int(mean) + self._shift_t_0_val = int(np.mean(values)) try: - self._samples_flat[:, index] -= int(mean) + self._samples_flat[:, index] -= self._shift_t_0_val if 'trace' in self._plots: - self._samples[:, :, index] -= int(mean) + self._samples[:, :, index] -= self._shift_t_0_val except TypeError: fmt = ("Warning: extremely wide range of posterior {:}: " "from {:} to {:}") warnings.warn( fmt.format(name, np.min(values), np.max(values))) - self._samples_flat[:, index] = values - int(mean) + self._samples_flat[:, index] = values - self._shift_t_0_val if 'trace' in self._plots: self._samples[:, :, index] = ( - self._samples[:, :, index] - int(mean)) + self._samples[:, :, index] - self._shift_t_0_val) def _get_fluxes_to_print_EMCEE(self): """ @@ -2851,7 +2850,7 @@ def _save_figure(self, file_name, figure=None, dpi=None): if dpi is not None: kwargs = {'dpi': dpi} if path.isfile(file_name): - msg = "Exisiting file " + file_name + " will be overwritten" + msg = "Existing file " + file_name + " will be overwritten" warnings.warn(msg) caller.savefig(file_name, **kwargs) plt.close() @@ -3101,10 +3100,30 @@ def _mark_second_Y_axis_in_best_plot(self): magnifications = settings['magnifications'] color = settings.get("color", "red") label = settings.get("label", "magnification") - labels = settings['labels'] - + labels = settings.get("labels") + ylim = plt.ylim() ax2 = plt.gca().twinx() + (A_min, A_max, sb_fluxes) = self._second_Y_axis_get_fluxes(ylim) + if magnifications == "optimal": + (magnifications, labels, out1) = self._second_Y_axis_optimal( + ax2, A_min, A_max) + flux = sb_fluxes[0] * magnifications + sb_fluxes[1] + out2 = self._second_Y_axis_warnings(flux, labels, magnifications, + A_min, A_max) + if out1 or out2: + ax2.get_yaxis().set_visible(False) + return + + ticks = mm.Utils.get_mag_from_flux(flux) + ax2.set_ylabel(label).set_color(color) + ax2.spines['right'].set_color(color) + ax2.set_ylim(ylim[0], ylim[1]) + ax2.tick_params(axis='y', colors=color) + plt.yticks(ticks, labels, color=color) + + def _second_Y_axis_get_fluxes(self, ylim): + flux_min = mm.Utils.get_flux_from_mag(ylim[0]) flux_max = mm.Utils.get_flux_from_mag(ylim[1]) (source_flux, blend_flux) = self._event.get_ref_fluxes() @@ -3115,24 +3134,28 @@ def _mark_second_Y_axis_in_best_plot(self): A_min = (flux_min - blend_flux) / total_source_flux A_max = (flux_max - blend_flux) / total_source_flux - if magnifications == "optimal": - ax2.set_ylim(A_min, A_max) - ticks = ax2.yaxis.get_ticklocs()[1:-1] - magnifications = ticks.tolist() - is_integer = [mag.is_integer for mag in magnifications] - if all(is_integer): - labels = [f"%d" % int(x) for x in ticks] - else: - max_n = max([len(str(x))-str(x).find('.')-1 for x in ticks]) - labels = [f"%0.{max_n}f" % x for x in ticks] - if max_n > 3: - msg = ("The computed magnifications for the second Y scale" - " cover a range too small to be shown: {:}") - warnings.warn(msg.format(magnifications)) - ax2.get_yaxis().set_visible(False) - return + return A_min, A_max, (total_source_flux, blend_flux) + + def _second_Y_axis_optimal(self, ax2, A_min, A_max): + + ax2.set_ylim(A_min, A_max) + magnifications = ax2.yaxis.get_ticklocs()[1:-1].round(7).tolist() + is_integer = [mag.is_integer() for mag in magnifications] + if all(is_integer): + labels = [f"%d" % int(x) for x in magnifications] + else: + fnum = [len(str(x))-str(x).find('.')-1 for x in magnifications] + labels = [f"%0.{max(fnum)}f" % x for x in magnifications] + if fnum > 3: + msg = ("The computed magnifications for the second Y scale" + " cover a range too small to be shown: {:}") + warnings.warn(msg.format(magnifications)) + return magnifications, labels, True + + return magnifications, labels, False + + def _second_Y_axis_warnings(self, flux, labels, A_values, A_min, A_max): - flux = total_source_flux * magnifications + blend_flux if np.any(flux < 0.): mask = (flux > 0.) flux = flux[mask] @@ -3142,25 +3165,17 @@ def _mark_second_Y_axis_in_best_plot(self): "be translated to magnitudes.") warnings.warn(msg.format(np.sum(np.logical_not(mask)))) - if (np.min(magnifications) < A_min or np.max(magnifications) > A_max or + if (np.min(A_values) < A_min or np.max(A_values) > A_max or np.any(flux < 0.)): msg = ("Provided magnifications for the second (i.e., right-hand " "side) Y-axis scale are from {:} to {:},\nbut the range " "of plotted magnifications is from {:} to {:}, hence, " "the second scale is not plotted") - args = [min(magnifications), max(magnifications), - A_min[0], A_max[0]] + args = [min(A_values), max(A_values), A_min[0], A_max[0]] warnings.warn(msg.format(*args)) - ax2.get_yaxis().set_visible(False) - return + return True - ticks = mm.Utils.get_mag_from_flux(flux) - - ax2.set_ylabel(label).set_color(color) - ax2.spines['right'].set_color(color) - ax2.set_ylim(ylim[0], ylim[1]) - ax2.tick_params(axis='y', colors=color) - plt.yticks(ticks, labels, color=color) + return False def _make_trajectory_plot(self): """ From 6ad88e544a295f57120f4d8d843b2d59b9bacf75 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Fri, 10 Nov 2023 15:40:09 +0100 Subject: [PATCH 22/33] Last-minute changes after testing --- examples/example_16/ob03235_2_full.yaml | 3 +-- examples/example_16/ulens_model_fit.py | 31 ++++++++++++++----------- 2 files changed, 19 insertions(+), 15 deletions(-) diff --git a/examples/example_16/ob03235_2_full.yaml b/examples/example_16/ob03235_2_full.yaml index 92828296..b15d9bd9 100644 --- a/examples/example_16/ob03235_2_full.yaml +++ b/examples/example_16/ob03235_2_full.yaml @@ -87,8 +87,7 @@ plots: # magnifications: optimal # If you don't know what will be the range of magnifications on your plot, then make # a test run with some very small and very large values and a warning will tell you - # what is exact range. Another option is to set it to "optimal", where this range - # will be obtained automatically, but labels cannot be given in this case. + # what is exact range. If "optimal" is provided, labels can not be given. labels: [a, b, c, d, e, f, g, h] # If you remove the line above, then magnification values will be printed. label: What is shown on this axis? diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index f2ae588f..3acd534e 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -3105,6 +3105,7 @@ def _mark_second_Y_axis_in_best_plot(self): ylim = plt.ylim() ax2 = plt.gca().twinx() (A_min, A_max, sb_fluxes) = self._second_Y_axis_get_fluxes(ylim) + out1, out2 = False, False if magnifications == "optimal": (magnifications, labels, out1) = self._second_Y_axis_optimal( ax2, A_min, A_max) @@ -3139,20 +3140,24 @@ def _second_Y_axis_get_fluxes(self, ylim): def _second_Y_axis_optimal(self, ax2, A_min, A_max): ax2.set_ylim(A_min, A_max) - magnifications = ax2.yaxis.get_ticklocs()[1:-1].round(7).tolist() - is_integer = [mag.is_integer() for mag in magnifications] + A_values = ax2.yaxis.get_ticklocs().round(7) + A_values = A_values[(A_values >= 1.) & (A_values < A_max)] + is_integer = [mag.is_integer() for mag in A_values] if all(is_integer): - labels = [f"%d" % int(x) for x in magnifications] - else: - fnum = [len(str(x))-str(x).find('.')-1 for x in magnifications] - labels = [f"%0.{max(fnum)}f" % x for x in magnifications] - if fnum > 3: - msg = ("The computed magnifications for the second Y scale" - " cover a range too small to be shown: {:}") - warnings.warn(msg.format(magnifications)) - return magnifications, labels, True - - return magnifications, labels, False + labels = [f"%d" % int(x) for x in A_values] + return A_values.tolist(), labels, False + + fnum = np.array([str(x)[::-1].find(".") for x in A_values]) + labels = np.array([f"%0.{max(fnum)}f" % x for x in A_values]) + if max(fnum) > 3 and len(fnum[fnum <= 3]) < 3: + msg = ("The computed magnifications for the second Y scale cover" + " a range too small to be shown: {:}") + warnings.warn(msg.format(A_values)) + return A_values.tolist(), labels.tolist(), True + if max(fnum) > 3: + labels = np.array([f"%0.3f" % x for x in A_values]) + + return A_values[fnum <= 3].tolist(), labels[fnum <= 3].tolist(), False def _second_Y_axis_warnings(self, flux, labels, A_values, A_min, A_max): From 8f058252471dddb2a5f5884725c54d7b42000ed7 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Fri, 10 Nov 2023 17:12:33 +0100 Subject: [PATCH 23/33] Added optimal as standard option for magnifications and applied flake8 --- examples/example_16/ob03235_2_full.yaml | 16 ++++++++-------- examples/example_16/ulens_model_fit.py | 22 +++++++++++----------- 2 files changed, 19 insertions(+), 19 deletions(-) diff --git a/examples/example_16/ob03235_2_full.yaml b/examples/example_16/ob03235_2_full.yaml index b15d9bd9..b660b92e 100644 --- a/examples/example_16/ob03235_2_full.yaml +++ b/examples/example_16/ob03235_2_full.yaml @@ -82,14 +82,14 @@ plots: # makes legend in 2 columns loc: lower center second Y scale: - # This adds second Y axis on the right-hand side. Only first line below is required. - magnifications: [2, 3, 4, 5, 6, 7, 8, 9] - # magnifications: optimal - # If you don't know what will be the range of magnifications on your plot, then make - # a test run with some very small and very large values and a warning will tell you - # what is exact range. If "optimal" is provided, labels can not be given. - labels: [a, b, c, d, e, f, g, h] - # If you remove the line above, then magnification values will be printed. + # This adds second Y axis to the right side. Only magnifications key is required. + magnifications: optimal + # magnifications: [2, 3, 4, 5, 6, 7, 8, 9] + # If you want to provide magnification values but don't know what will be the range + # of magnifications on your plot, then make a test with very small and large numbers + # and a warning will tell you the exact range. + # labels: [a, b, c, d, e, f, g, h] + # The list of labels above can not be given if magnifications = "optimal" label: What is shown on this axis? color: magenta trajectory: diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index 3acd534e..4ca2bbf9 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -11,8 +11,8 @@ import numpy as np from scipy.interpolate import interp1d from matplotlib import pyplot as plt -from matplotlib import gridspec, rc, rcParams, rcParamsDefault -from matplotlib.backends.backend_pdf import PdfPages +from matplotlib import gridspec, rcParams, rcParamsDefault +# from matplotlib.backends.backend_pdf import PdfPages import_failed = set() try: @@ -2364,7 +2364,7 @@ def _parse_results_EMCEE(self): self._print_best_model() if self._yaml_results: self._print_yaml_best_model() - + if self._shift_t_0 and self._yaml_results: print("Plots shift_t_0 : {:}".format(self._shift_t_0_val), **self._yaml_kwargs) @@ -3101,7 +3101,7 @@ def _mark_second_Y_axis_in_best_plot(self): color = settings.get("color", "red") label = settings.get("label", "magnification") labels = settings.get("labels") - + ylim = plt.ylim() ax2 = plt.gca().twinx() (A_min, A_max, sb_fluxes) = self._second_Y_axis_get_fluxes(ylim) @@ -3115,7 +3115,7 @@ def _mark_second_Y_axis_in_best_plot(self): if out1 or out2: ax2.get_yaxis().set_visible(False) return - + ticks = mm.Utils.get_mag_from_flux(flux) ax2.set_ylabel(label).set_color(color) ax2.spines['right'].set_color(color) @@ -3134,7 +3134,7 @@ def _second_Y_axis_get_fluxes(self, ylim): total_source_flux = sum(source_flux) A_min = (flux_min - blend_flux) / total_source_flux A_max = (flux_max - blend_flux) / total_source_flux - + return A_min, A_max, (total_source_flux, blend_flux) def _second_Y_axis_optimal(self, ax2, A_min, A_max): @@ -3144,23 +3144,23 @@ def _second_Y_axis_optimal(self, ax2, A_min, A_max): A_values = A_values[(A_values >= 1.) & (A_values < A_max)] is_integer = [mag.is_integer() for mag in A_values] if all(is_integer): - labels = [f"%d" % int(x) for x in A_values] + labels = ["%d" % int(x) for x in A_values] return A_values.tolist(), labels, False fnum = np.array([str(x)[::-1].find(".") for x in A_values]) labels = np.array([f"%0.{max(fnum)}f" % x for x in A_values]) if max(fnum) > 3 and len(fnum[fnum <= 3]) < 3: msg = ("The computed magnifications for the second Y scale cover" - " a range too small to be shown: {:}") + " a range too small to be shown: {:}") warnings.warn(msg.format(A_values)) return A_values.tolist(), labels.tolist(), True if max(fnum) > 3: - labels = np.array([f"%0.3f" % x for x in A_values]) + labels = np.array(["%0.3f" % x for x in A_values]) return A_values[fnum <= 3].tolist(), labels[fnum <= 3].tolist(), False def _second_Y_axis_warnings(self, flux, labels, A_values, A_min, A_max): - + if np.any(flux < 0.): mask = (flux > 0.) flux = flux[mask] @@ -3169,7 +3169,7 @@ def _second_Y_axis_warnings(self, flux, labels, A_values, A_min, A_max): "because they correspond to negative flux which cannot " "be translated to magnitudes.") warnings.warn(msg.format(np.sum(np.logical_not(mask)))) - + if (np.min(A_values) < A_min or np.max(A_values) > A_max or np.any(flux < 0.)): msg = ("Provided magnifications for the second (i.e., right-hand " From 9704c802659d419a660869bea3c57bdff635728d Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Thu, 16 Nov 2023 15:49:43 +0100 Subject: [PATCH 24/33] Add docstring for new functions and minor changes --- examples/example_16/ulens_model_fit.py | 33 ++++++++++++++++---------- 1 file changed, 20 insertions(+), 13 deletions(-) diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index 4ca2bbf9..0fe6ebf2 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -38,7 +38,7 @@ except Exception: raise ImportError('\nYou have to install MulensModel first!\n') -__version__ = '0.33.0' +__version__ = '0.34.0' class UlensModelFit(object): @@ -3124,10 +3124,13 @@ def _mark_second_Y_axis_in_best_plot(self): plt.yticks(ticks, labels, color=color) def _second_Y_axis_get_fluxes(self, ylim): - + """ + Get fluxes and limiting magnification values for the second Y axis + """ flux_min = mm.Utils.get_flux_from_mag(ylim[0]) flux_max = mm.Utils.get_flux_from_mag(ylim[1]) (source_flux, blend_flux) = self._event.get_ref_fluxes() + if self._model.n_sources == 1: total_source_flux = source_flux else: @@ -3135,34 +3138,38 @@ def _second_Y_axis_get_fluxes(self, ylim): A_min = (flux_min - blend_flux) / total_source_flux A_max = (flux_max - blend_flux) / total_source_flux - return A_min, A_max, (total_source_flux, blend_flux) + return (A_min, A_max, (total_source_flux, blend_flux)) def _second_Y_axis_optimal(self, ax2, A_min, A_max): - + """ + Get optimal values of magnifications and labels + """ ax2.set_ylim(A_min, A_max) A_values = ax2.yaxis.get_ticklocs().round(7) A_values = A_values[(A_values >= 1.) & (A_values < A_max)] is_integer = [mag.is_integer() for mag in A_values] if all(is_integer): - labels = ["%d" % int(x) for x in A_values] - return A_values.tolist(), labels, False + labels = [f"{int(x):d}" for x in A_values] + return (A_values.tolist(), labels, False) fnum = np.array([str(x)[::-1].find(".") for x in A_values]) labels = np.array([f"%0.{max(fnum)}f" % x for x in A_values]) - if max(fnum) > 3 and len(fnum[fnum <= 3]) < 3: + if max(fnum) >= 4 and len(fnum[fnum < 4]) < 3: msg = ("The computed magnifications for the second Y scale cover" " a range too small to be shown: {:}") warnings.warn(msg.format(A_values)) - return A_values.tolist(), labels.tolist(), True - if max(fnum) > 3: - labels = np.array(["%0.3f" % x for x in A_values]) + return (A_values.tolist(), labels.tolist(), True) + if max(fnum) >= 4: + labels = np.array([f"{x:0.3f}" for x in A_values]) - return A_values[fnum <= 3].tolist(), labels[fnum <= 3].tolist(), False + return (A_values[fnum < 4].tolist(), labels[fnum < 4].tolist(), False) def _second_Y_axis_warnings(self, flux, labels, A_values, A_min, A_max): - + """ + Issue warnings for negative flux or bad range of magnificaitons + """ if np.any(flux < 0.): - mask = (flux > 0.) + mask = flux > 0. flux = flux[mask] labels = [l for (l, m) in zip(labels, mask) if m] msg = ("\n\n{:} label/s on the second Y scale will not be shown " From 6ac184c26538ba67a015fe5e24647f06c3d2b5d7 Mon Sep 17 00:00:00 2001 From: "Raphael A. P. Oliveira" Date: Thu, 16 Nov 2023 16:22:38 +0100 Subject: [PATCH 25/33] Small updates to solve failing checks in previous commit --- examples/example_16/ulens_model_fit.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index 0fe6ebf2..c409787d 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -3138,7 +3138,7 @@ def _second_Y_axis_get_fluxes(self, ylim): A_min = (flux_min - blend_flux) / total_source_flux A_max = (flux_max - blend_flux) / total_source_flux - return (A_min, A_max, (total_source_flux, blend_flux)) + return (A_min, A_max, [total_source_flux, blend_flux]) def _second_Y_axis_optimal(self, ax2, A_min, A_max): """ @@ -3169,7 +3169,7 @@ def _second_Y_axis_warnings(self, flux, labels, A_values, A_min, A_max): Issue warnings for negative flux or bad range of magnificaitons """ if np.any(flux < 0.): - mask = flux > 0. + mask = (flux > 0.) flux = flux[mask] labels = [l for (l, m) in zip(labels, mask) if m] msg = ("\n\n{:} label/s on the second Y scale will not be shown " From a03cce4ccfc226c1db1bf210b5834fb45716fc37 Mon Sep 17 00:00:00 2001 From: radek_poleski Date: Tue, 21 Nov 2023 18:08:05 +0100 Subject: [PATCH 26/33] ex16 correction by Raphael - better second Y scale --- examples/example_16/ulens_model_fit.py | 17 +++++++---------- 1 file changed, 7 insertions(+), 10 deletions(-) diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index c409787d..f45fb353 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -38,7 +38,7 @@ except Exception: raise ImportError('\nYou have to install MulensModel first!\n') -__version__ = '0.34.0' +__version__ = '0.34.1' class UlensModelFit(object): @@ -3131,10 +3131,7 @@ def _second_Y_axis_get_fluxes(self, ylim): flux_max = mm.Utils.get_flux_from_mag(ylim[1]) (source_flux, blend_flux) = self._event.get_ref_fluxes() - if self._model.n_sources == 1: - total_source_flux = source_flux - else: - total_source_flux = sum(source_flux) + total_source_flux = sum(source_flux) A_min = (flux_min - blend_flux) / total_source_flux A_max = (flux_max - blend_flux) / total_source_flux @@ -3146,11 +3143,11 @@ def _second_Y_axis_optimal(self, ax2, A_min, A_max): """ ax2.set_ylim(A_min, A_max) A_values = ax2.yaxis.get_ticklocs().round(7) - A_values = A_values[(A_values >= 1.) & (A_values < A_max)] + A_values = A_values[(A_values >= max(1, A_min)) & (A_values < A_max)] is_integer = [mag.is_integer() for mag in A_values] if all(is_integer): labels = [f"{int(x):d}" for x in A_values] - return (A_values.tolist(), labels, False) + return (A_values, labels, False) fnum = np.array([str(x)[::-1].find(".") for x in A_values]) labels = np.array([f"%0.{max(fnum)}f" % x for x in A_values]) @@ -3158,11 +3155,11 @@ def _second_Y_axis_optimal(self, ax2, A_min, A_max): msg = ("The computed magnifications for the second Y scale cover" " a range too small to be shown: {:}") warnings.warn(msg.format(A_values)) - return (A_values.tolist(), labels.tolist(), True) + return (A_values, labels.tolist(), True) if max(fnum) >= 4: labels = np.array([f"{x:0.3f}" for x in A_values]) - return (A_values[fnum < 4].tolist(), labels[fnum < 4].tolist(), False) + return (A_values[fnum < 4], labels[fnum < 4].tolist(), False) def _second_Y_axis_warnings(self, flux, labels, A_values, A_min, A_max): """ @@ -3183,7 +3180,7 @@ def _second_Y_axis_warnings(self, flux, labels, A_values, A_min, A_max): "side) Y-axis scale are from {:} to {:},\nbut the range " "of plotted magnifications is from {:} to {:}, hence, " "the second scale is not plotted") - args = [min(A_values), max(A_values), A_min[0], A_max[0]] + args = [np.min(A_values), np.max(A_values), A_min[0], A_max[0]] warnings.warn(msg.format(*args)) return True From 7bc1c080bf8e538edcc38a340aa491ad5c7433b0 Mon Sep 17 00:00:00 2001 From: radek_poleski Date: Thu, 23 Nov 2023 10:45:46 +0100 Subject: [PATCH 27/33] ex16: correction in _second_Y_axis_warnings() from Raphael --- examples/example_16/ulens_model_fit.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/example_16/ulens_model_fit.py b/examples/example_16/ulens_model_fit.py index f45fb353..614f29c2 100644 --- a/examples/example_16/ulens_model_fit.py +++ b/examples/example_16/ulens_model_fit.py @@ -38,7 +38,7 @@ except Exception: raise ImportError('\nYou have to install MulensModel first!\n') -__version__ = '0.34.1' +__version__ = '0.34.2' class UlensModelFit(object): @@ -3180,7 +3180,7 @@ def _second_Y_axis_warnings(self, flux, labels, A_values, A_min, A_max): "side) Y-axis scale are from {:} to {:},\nbut the range " "of plotted magnifications is from {:} to {:}, hence, " "the second scale is not plotted") - args = [np.min(A_values), np.max(A_values), A_min[0], A_max[0]] + args = [np.min(A_values), np.max(A_values), A_min, A_max] warnings.warn(msg.format(*args)) return True From fcada18c48e315906a44b3989a97f39395251847 Mon Sep 17 00:00:00 2001 From: jenniferyee Date: Thu, 30 Nov 2023 09:34:22 -0500 Subject: [PATCH 28/33] Fixed issue plotting negative errorbars and added figures for ex05. --- .../example_05/Ex05_Figure_1.png | Bin 0 -> 56290 bytes .../example_05/Ex05_Figure_1_zoom.png | Bin 0 -> 61937 bytes .../example_05/Ex05_Figure_2.png | Bin 0 -> 18248 bytes .../example_05/Ex05_Figure_3.png | Bin 0 -> 33661 bytes .../example_05/Ex05_Figure_3_zoom.png | Bin 0 -> 42341 bytes .../example_05/Ex05_Figure_4.png | Bin 0 -> 18342 bytes .../example_05/Ex05_Figure_5.png | Bin 0 -> 41293 bytes .../example_05/Ex05_Figure_6.png | Bin 0 -> 17428 bytes examples/example_05_MB08310.py | 1 - source/MulensModel/utils.py | 18 +++++++++++++++--- 10 files changed, 15 insertions(+), 4 deletions(-) create mode 100644 data/expected_example_figures/example_05/Ex05_Figure_1.png create mode 100644 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mm.Event(datasets=datasets_custom, model=plens_model) -#event_custom.data_ref = 6 t_start = t_0 - 3. t_stop = t_0 + 1. diff --git a/source/MulensModel/utils.py b/source/MulensModel/utils.py index 4a93ff64..7e78f887 100644 --- a/source/MulensModel/utils.py +++ b/source/MulensModel/utils.py @@ -366,16 +366,28 @@ def get_y_value_y_err(phot_fmt, flux, flux_err): Values in the requested format uncertainties: *np.ndarray* - Uncertainties in the requested format + Uncertainties in the requested format. Any negative + uncertainties are set to zero. + """ if phot_fmt == 'mag': - return Utils.get_mag_and_err_from_flux(flux, flux_err) + (y_value, y_err) = Utils.get_mag_and_err_from_flux(flux, flux_err) elif phot_fmt == 'flux': - return (flux, flux_err) + (y_value, y_err) = (flux, flux_err) else: raise ValueError( 'Unrecognized photometry format: {:}, '.format(phot_fmt) + 'allowed values are "mag" and "flux"') + + index = (y_err < 0) + if np.sum(index) > 0: + if not isinstance(y_err, np.ndarray): + y_err = np.array(y_err) + + y_err[index] = 0 + + return (y_value, y_err) + get_y_value_y_err = staticmethod(get_y_value_y_err) def find_subtract(subtract_2450000=False, subtract_2460000=False): From fb9174216215575847c78c0b9e2b60a4be8218e4 Mon Sep 17 00:00:00 2001 From: jenniferyee Date: Thu, 30 Nov 2023 10:01:19 -0500 Subject: [PATCH 29/33] Added output for Ex 04, 06, 09. Renamed directory: figures --> output (so including text output) --- .../example_01/Ex01_Figure_1.png | Bin .../example_01/Ex01_Figure_2.png | Bin .../example_01/Ex01_Figure_3.png | Bin .../example_01/Ex01_Figure_4.png | Bin .../example_01/Ex01_Figure_5.png | Bin .../example_02/Ex02_Figure_1.png | Bin .../example_02/Ex02_Figure_2.png | Bin .../example_03/Ex03_Figure_1.png | Bin .../example_03/Ex03_Figure_2.png | Bin .../expected_example_output/example_04/rE.tab | 10 +++++++++ .../example_04/rEtilde.tab | 10 +++++++++ .../expected_example_output/example_04/tE.tab | 10 +++++++++ .../example_04/thetaE.tab | 10 +++++++++ .../example_05/Ex05_Figure_1.png | Bin .../example_05/Ex05_Figure_1_zoom.png | Bin .../example_05/Ex05_Figure_2.png | Bin .../example_05/Ex05_Figure_3.png | Bin .../example_05/Ex05_Figure_3_zoom.png | Bin .../example_05/Ex05_Figure_4.png | Bin .../example_05/Ex05_Figure_5.png | Bin .../example_05/Ex05_Figure_6.png | Bin .../example_06/Ex06_Figure_1.png | Bin 0 -> 42545 bytes .../example_06/Ex06_output.txt | 10 +++++++++ .../example_09/Ex09_Figure_1.png | Bin 0 -> 38081 bytes .../example_09/Ex09_Figure_2.png | Bin 0 -> 24296 bytes .../example_09/Ex09_output.txt | 19 ++++++++++++++++++ 26 files changed, 69 insertions(+) rename data/{expected_example_figures => expected_example_output}/example_01/Ex01_Figure_1.png (100%) rename data/{expected_example_figures => expected_example_output}/example_01/Ex01_Figure_2.png (100%) rename data/{expected_example_figures => expected_example_output}/example_01/Ex01_Figure_3.png (100%) rename data/{expected_example_figures => expected_example_output}/example_01/Ex01_Figure_4.png (100%) rename data/{expected_example_figures => expected_example_output}/example_01/Ex01_Figure_5.png (100%) rename data/{expected_example_figures => expected_example_output}/example_02/Ex02_Figure_1.png (100%) rename data/{expected_example_figures => expected_example_output}/example_02/Ex02_Figure_2.png (100%) rename data/{expected_example_figures => expected_example_output}/example_03/Ex03_Figure_1.png (100%) rename data/{expected_example_figures => expected_example_output}/example_03/Ex03_Figure_2.png (100%) create mode 100644 data/expected_example_output/example_04/rE.tab create mode 100644 data/expected_example_output/example_04/rEtilde.tab create mode 100644 data/expected_example_output/example_04/tE.tab create mode 100644 data/expected_example_output/example_04/thetaE.tab rename data/{expected_example_figures => expected_example_output}/example_05/Ex05_Figure_1.png (100%) rename data/{expected_example_figures => expected_example_output}/example_05/Ex05_Figure_1_zoom.png (100%) rename data/{expected_example_figures => expected_example_output}/example_05/Ex05_Figure_2.png (100%) rename data/{expected_example_figures => expected_example_output}/example_05/Ex05_Figure_3.png (100%) rename data/{expected_example_figures => expected_example_output}/example_05/Ex05_Figure_3_zoom.png (100%) rename data/{expected_example_figures => expected_example_output}/example_05/Ex05_Figure_4.png (100%) rename data/{expected_example_figures => expected_example_output}/example_05/Ex05_Figure_5.png (100%) rename data/{expected_example_figures => expected_example_output}/example_05/Ex05_Figure_6.png (100%) create mode 100644 data/expected_example_output/example_06/Ex06_Figure_1.png create mode 100644 data/expected_example_output/example_06/Ex06_output.txt create mode 100644 data/expected_example_output/example_09/Ex09_Figure_1.png create mode 100644 data/expected_example_output/example_09/Ex09_Figure_2.png create mode 100644 data/expected_example_output/example_09/Ex09_output.txt diff --git a/data/expected_example_figures/example_01/Ex01_Figure_1.png b/data/expected_example_output/example_01/Ex01_Figure_1.png similarity index 100% rename from data/expected_example_figures/example_01/Ex01_Figure_1.png rename to data/expected_example_output/example_01/Ex01_Figure_1.png diff --git a/data/expected_example_figures/example_01/Ex01_Figure_2.png b/data/expected_example_output/example_01/Ex01_Figure_2.png similarity index 100% rename from data/expected_example_figures/example_01/Ex01_Figure_2.png rename to data/expected_example_output/example_01/Ex01_Figure_2.png diff --git a/data/expected_example_figures/example_01/Ex01_Figure_3.png b/data/expected_example_output/example_01/Ex01_Figure_3.png similarity index 100% rename from data/expected_example_figures/example_01/Ex01_Figure_3.png rename to data/expected_example_output/example_01/Ex01_Figure_3.png diff --git a/data/expected_example_figures/example_01/Ex01_Figure_4.png b/data/expected_example_output/example_01/Ex01_Figure_4.png similarity index 100% rename from data/expected_example_figures/example_01/Ex01_Figure_4.png rename to data/expected_example_output/example_01/Ex01_Figure_4.png diff --git a/data/expected_example_figures/example_01/Ex01_Figure_5.png b/data/expected_example_output/example_01/Ex01_Figure_5.png similarity index 100% rename from data/expected_example_figures/example_01/Ex01_Figure_5.png rename to data/expected_example_output/example_01/Ex01_Figure_5.png diff --git a/data/expected_example_figures/example_02/Ex02_Figure_1.png b/data/expected_example_output/example_02/Ex02_Figure_1.png similarity index 100% rename from data/expected_example_figures/example_02/Ex02_Figure_1.png rename to data/expected_example_output/example_02/Ex02_Figure_1.png diff --git a/data/expected_example_figures/example_02/Ex02_Figure_2.png b/data/expected_example_output/example_02/Ex02_Figure_2.png similarity index 100% rename from data/expected_example_figures/example_02/Ex02_Figure_2.png rename to data/expected_example_output/example_02/Ex02_Figure_2.png diff --git a/data/expected_example_figures/example_03/Ex03_Figure_1.png b/data/expected_example_output/example_03/Ex03_Figure_1.png similarity index 100% rename from data/expected_example_figures/example_03/Ex03_Figure_1.png rename to data/expected_example_output/example_03/Ex03_Figure_1.png diff --git a/data/expected_example_figures/example_03/Ex03_Figure_2.png b/data/expected_example_output/example_03/Ex03_Figure_2.png similarity index 100% rename from data/expected_example_figures/example_03/Ex03_Figure_2.png rename to data/expected_example_output/example_03/Ex03_Figure_2.png diff --git a/data/expected_example_output/example_04/rE.tab b/data/expected_example_output/example_04/rE.tab new file mode 100644 index 00000000..a3f634ef --- /dev/null +++ b/data/expected_example_output/example_04/rE.tab @@ -0,0 +1,10 @@ +# Physical Einstein ring radius in AU (Lens plane). +# columns = distance in kpc +# rows = mass in solMass + 1.00 2.00 3.00 4.00 5.00 6.00 7.00 + 10.0 8.44 11.05 12.36 12.76 12.36 11.05 8.44 + 1.0 2.67 3.50 3.91 4.04 3.91 3.50 2.67 + 0.3 1.46 1.91 2.14 2.21 2.14 1.91 1.46 + 0.1 0.84 1.11 1.24 1.28 1.24 1.11 0.84 + 0.01 0.27 0.35 0.39 0.40 0.39 0.35 0.27 + 0.001 0.08 0.11 0.12 0.13 0.12 0.11 0.08 diff --git a/data/expected_example_output/example_04/rEtilde.tab b/data/expected_example_output/example_04/rEtilde.tab new file mode 100644 index 00000000..cde5aa92 --- /dev/null +++ b/data/expected_example_output/example_04/rEtilde.tab @@ -0,0 +1,10 @@ +# Projection of Einstein ring radius in AU (Observer plane). +# columns = distance in kpc +# rows = mass in solMass + 1.00 2.00 3.00 4.00 5.00 6.00 7.00 + 10.0 9.65 14.74 19.77 25.52 32.95 44.21 67.53 + 1.0 3.05 4.66 6.25 8.07 10.42 13.98 21.36 + 0.3 1.67 2.55 3.42 4.42 5.71 7.66 11.70 + 0.1 0.96 1.47 1.98 2.55 3.30 4.42 6.75 + 0.01 0.31 0.47 0.63 0.81 1.04 1.40 2.14 + 0.001 0.10 0.15 0.20 0.26 0.33 0.44 0.68 diff --git a/data/expected_example_output/example_04/tE.tab b/data/expected_example_output/example_04/tE.tab new file mode 100644 index 00000000..4777a2fd --- /dev/null +++ b/data/expected_example_output/example_04/tE.tab @@ -0,0 +1,10 @@ +# Einstein timescale in days for mu_rel = 4.0 mas/yr. +# columns = distance in kpc +# rows = mass in solMass + 1.00 2.00 3.00 4.00 5.00 6.00 7.00 + 10.0 770.8 504.6 376.1 291.3 225.7 168.2 110.1 + 1.0 243.8 159.6 118.9 92.1 71.4 53.2 34.8 + 0.3 133.5 87.4 65.1 50.5 39.1 29.1 19.1 + 0.1 77.1 50.5 37.6 29.1 22.6 16.8 11.0 + 0.01 24.4 16.0 11.9 9.2 7.1 5.3 3.5 + 0.001 7.7 5.0 3.8 2.9 2.3 1.7 1.1 diff --git a/data/expected_example_output/example_04/thetaE.tab b/data/expected_example_output/example_04/thetaE.tab new file mode 100644 index 00000000..a8cda58b --- /dev/null +++ b/data/expected_example_output/example_04/thetaE.tab @@ -0,0 +1,10 @@ +# Angular Einstein ring radius in milliarcseconds. +# columns = distance in kpc +# rows = mass in solMass + 1.00 2.00 3.00 4.00 5.00 6.00 7.00 + 10.0 8.44 5.53 4.12 3.19 2.47 1.84 1.21 + 1.0 2.67 1.75 1.30 1.01 0.78 0.58 0.38 + 0.3 1.46 0.96 0.71 0.55 0.43 0.32 0.21 + 0.1 0.84 0.55 0.41 0.32 0.25 0.18 0.12 + 0.01 0.27 0.17 0.13 0.10 0.08 0.06 0.04 + 0.001 0.08 0.06 0.04 0.03 0.02 0.02 0.01 diff --git 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/dev/null +++ b/data/expected_example_output/example_15/Ex15_mb192_final_output.txt @@ -0,0 +1,14 @@ +Fitted parameters: +t_0 2454245.43602 +0.01075 -0.02995 +u_0 0.00411 +0.00043 -0.00037 +t_E 69.37776 +6.54139 -5.51903 +t_star 0.06335 +0.00394 -0.00426 +alpha 68.95273 +191.56197 -2.84802 + +Smallest chi2 model: +2454245.4465964306 0.003800549975368232 72.81587150268032 0.060030280907769976 66.75127434511563 +1155.9446938367141 + t_0 (HJD) u_0 t_E (d) t_star (d) s q alpha (deg) +2454245.44660 0.003801 72.8159 0.060030 0.88100 0.00015000 66.75127 +default magnification method: point_source_point_lens +other magnification methods: [2454244.5, 'VBBL', 2454246.0] diff --git a/data/expected_example_output/example_15/Ex15_ob390_Figure_1.png b/data/expected_example_output/example_15/Ex15_ob390_Figure_1.png new file mode 100644 index 0000000000000000000000000000000000000000..5479659601edc9edb67296bac19a8916e525cbbf GIT binary patch literal 26490 zcmeFZby!u=*EPBi-6vaWb2`%sUe`bA*w6vGe_Sf;s 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-0.01025 +t_E 11.07477 +0.22976 -0.27324 +rho 0.02535 +0.00242 -0.00223 +q 0.0000817 +0.0000211 -0.0000144 +s 1.60690 +0.01973 -0.01514 +alpha 337.85901 +0.25341 -0.25698 + +Smallest chi2 model: +2453582.7300333385 0.3609002048497102 10.977720551257514 0.02585553956290955 8.480735769711146e-05 1.6136137859944493 337.76376235800285 +562.2741771206458 + t_0 (HJD) u_0 t_E (d) rho s q alpha (deg) +2453582.73003 0.360900 10.9777 0.02586 1.61361 0.00008481 337.76376 +default magnification method: point_source_point_lens +other magnification methods: [2453591.0, 'VBBL', 2453594.0] From 430dd036ca5a1ab8eeefa4d64d4a39c109009f37 Mon Sep 17 00:00:00 2001 From: jenniferyee Date: Thu, 30 Nov 2023 10:46:53 -0500 Subject: [PATCH 32/33] Added output for Ex 17, 18, 19. Removed extra plt.show() from Ex19. --- .../example_17/Ex17_Figure_1.png | Bin 0 -> 26119 bytes .../example_17/Ex17_Figure_2.png | Bin 0 -> 65357 bytes .../example_17/Ex17_Figure_3.png | Bin 0 -> 39163 bytes .../example_18/Ex18_1_Figure_1.png | Bin 0 -> 26108 bytes .../example_18/Ex18_1_output.txt | 1 + .../example_18/Ex18_2_Figure_1.png | Bin 0 -> 26750 bytes .../example_18/Ex18_2_output.txt | 1 + .../example_18/example_18_output_1.dat | 100 ++++ .../example_18/example_18_output_2.dat | 500 ++++++++++++++++++ .../example_19/Ex19_Figure_1.png | Bin 0 -> 66176 bytes .../example_19/Ex19_Figure_2.png | Bin 0 -> 35721 bytes .../example_19/Ex19_Figure_3.png | Bin 0 -> 27180 bytes .../example_19/Ex19_output.txt | 1 + .../example_19_binary_source_binary_lens.py | 5 +- 14 files changed, 606 insertions(+), 2 deletions(-) create mode 100644 data/expected_example_output/example_17/Ex17_Figure_1.png create mode 100644 data/expected_example_output/example_17/Ex17_Figure_2.png create mode 100644 data/expected_example_output/example_17/Ex17_Figure_3.png create mode 100644 data/expected_example_output/example_18/Ex18_1_Figure_1.png create mode 100644 data/expected_example_output/example_18/Ex18_1_output.txt create mode 100644 data/expected_example_output/example_18/Ex18_2_Figure_1.png create mode 100644 data/expected_example_output/example_18/Ex18_2_output.txt create mode 100644 data/expected_example_output/example_18/example_18_output_1.dat create mode 100644 data/expected_example_output/example_18/example_18_output_2.dat create mode 100644 data/expected_example_output/example_19/Ex19_Figure_1.png create mode 100644 data/expected_example_output/example_19/Ex19_Figure_2.png create mode 100644 data/expected_example_output/example_19/Ex19_Figure_3.png create mode 100644 data/expected_example_output/example_19/Ex19_output.txt diff --git a/data/expected_example_output/example_17/Ex17_Figure_1.png b/data/expected_example_output/example_17/Ex17_Figure_1.png new file mode 100644 index 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Date: Thu, 30 Nov 2023 10:11:53 -0500 Subject: [PATCH 30/33] Added output for Ex 10, 11, 12. --- .../example_10/Ex10_Figure_1.png | Bin 0 -> 36096 bytes .../example_10/Ex10_output.txt | 24 ++++++++++++++++++ .../example_11/Ex11_output.txt | 24 ++++++++++++++++++ .../example_12/Ex12_Figure_1.png | Bin 0 -> 34072 bytes .../example_12/Ex12_Figure_2.png | Bin 0 -> 13841 bytes .../example_12/Ex12_output.txt | 10 ++++++++ 6 files changed, 58 insertions(+) create mode 100644 data/expected_example_output/example_10/Ex10_Figure_1.png create mode 100644 data/expected_example_output/example_10/Ex10_output.txt create mode 100644 data/expected_example_output/example_11/Ex11_output.txt create mode 100644 data/expected_example_output/example_12/Ex12_Figure_1.png create mode 100644 data/expected_example_output/example_12/Ex12_Figure_2.png create mode 100644 data/expected_example_output/example_12/Ex12_output.txt diff --git a/data/expected_example_output/example_10/Ex10_Figure_1.png 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30 Nov 2023 10:38:18 -0500 Subject: [PATCH 31/33] Added output for Ex 13, 14, 15. --- .../example_13/Ex13_final_output.txt | 16 ++++++++++++++++ .../example_14/Ex14_Figure_1.png | Bin 0 -> 38342 bytes .../example_14/Ex14_Figure_2.png | Bin 0 -> 39738 bytes .../example_15/Ex15_mb192_Figure_1.png | Bin 0 -> 14920 bytes .../example_15/Ex15_mb192_Figure_1_zoom.png | Bin 0 -> 26917 bytes .../example_15/Ex15_mb192_final_output.txt | 14 ++++++++++++++ .../example_15/Ex15_ob390_Figure_1.png | Bin 0 -> 26490 bytes .../example_15/Ex15_ob390_output.txt | 16 ++++++++++++++++ 8 files changed, 46 insertions(+) create mode 100644 data/expected_example_output/example_13/Ex13_final_output.txt create mode 100644 data/expected_example_output/example_14/Ex14_Figure_1.png create mode 100644 data/expected_example_output/example_14/Ex14_Figure_2.png create mode 100644 data/expected_example_output/example_15/Ex15_mb192_Figure_1.png create mode 100644 data/expected_example_output/example_15/Ex15_mb192_Figure_1_zoom.png create mode 100644 data/expected_example_output/example_15/Ex15_mb192_final_output.txt create mode 100644 data/expected_example_output/example_15/Ex15_ob390_Figure_1.png create mode 100644 data/expected_example_output/example_15/Ex15_ob390_output.txt diff --git a/data/expected_example_output/example_13/Ex13_final_output.txt b/data/expected_example_output/example_13/Ex13_final_output.txt new file mode 100644 index 00000000..35ff5582 --- /dev/null +++ b/data/expected_example_output/example_13/Ex13_final_output.txt @@ -0,0 +1,16 @@ +Fitted parameters: +x_caustic_in 0.23742 +0.52941 -0.08743 +x_caustic_out 0.69196 +0.04097 -0.38811 +t_caustic_in 2452835.23844 +0.02525 -0.02907 +t_caustic_out 2452842.07232 +0.00588 -0.00384 +rho 0.00079 +0.00020 -0.00005 + +Smallest chi2 model: +0.14873474431136965 0.735914628389552 2452835.262249646 2452842.079264407 0.0009667058605395652 +1645.8911643006056 + t_0 = 2452848.01467 + u_0 = 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