From d8087e44c1f11940575faf37526668222b6d1e84 Mon Sep 17 00:00:00 2001 From: Dmitrii Kobylianskii Date: Sat, 8 Apr 2023 20:24:57 +0300 Subject: [PATCH 1/7] Add VarVsVar object --- puma/__init__.py | 1 + puma/var_vs_var.py | 348 +++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 349 insertions(+) create mode 100644 puma/var_vs_var.py diff --git a/puma/__init__.py b/puma/__init__.py index 034632d3..f37493bf 100644 --- a/puma/__init__.py +++ b/puma/__init__.py @@ -11,3 +11,4 @@ from puma.plot_base import PlotBase, PlotLineObject, PlotObject from puma.roc import Roc, RocPlot from puma.var_vs_eff import VarVsEff, VarVsEffPlot +from puma.var_vs_var import VarVsVar, VarVsVarPlot diff --git a/puma/var_vs_var.py b/puma/var_vs_var.py new file mode 100644 index 00000000..3bc9e987 --- /dev/null +++ b/puma/var_vs_var.py @@ -0,0 +1,348 @@ +"""Variable vs another variable plot""" +import matplotlib as mpl +import numpy as np + +# TODO: fix the import below +from puma.plot_base import PlotBase, PlotLineObject +from puma.utils import get_good_colours, logger +from puma.utils.histogram import hist_ratio + + +class VarVsVar(PlotLineObject): # pylint: disable=too-many-instance-attributes + """ + var_vs_eff class storing info about curve and allows to calculate ratio w.r.t other + efficiency plots. + """ + + def __init__( # pylint: disable=too-many-arguments + self, + x_var_mean: np.ndarray, + y_var_mean: np.ndarray, + y_var_std: np.ndarray, + x_var_widths: np.ndarray = None, + key: str = None, + **kwargs, + ) -> None: + """Initialise properties of roc curve object. + + Parameters + ---------- + x_var_mean : np.ndarray + Values for x-axis variable + y_var_mean : np.ndarray + Mean value for y-axis variable + y_var_std : np.ndarray + Std value for y-axis variable + x_var_widths : np.ndarray, optional + Std value for x-axis variable + key : str, optional + Identifier for the curve e.g. tagger, by default None + **kwargs : kwargs + Keyword arguments passed to `PlotLineObject` + + Raises + ------ + ValueError + If provided options are not compatible with each other + """ + + super().__init__(**kwargs) + if len(x_var_mean) != len(y_var_mean): + raise ValueError( + f"Length of `x_var_mean` ({len(x_var_mean)}) and `y_var_mean` " + f"({len(y_var_mean)}) have to be identical." + ) + if len(x_var_mean) != len(y_var_std): + raise ValueError( + f"Length of `x_var_mean` ({len(x_var_mean)}) and `y_var_std` " + f"({len(y_var_std)}) have to be identical." + ) + + self.x_var_mean = np.array(x_var_mean) + self.x_var_widths = None if x_var_widths is None else np.array(x_var_widths) + self.y_var_mean = np.array(y_var_mean) + self.y_var_std = np.array(y_var_std) + self.key = key + + def __eq__(self, other): + if isinstance(other, self.__class__): + return ( + np.all(self.x_var_mean == other.x_var_mean) + and np.all(self.y_var_mean == other.y_var_mean) + and np.all(self.y_var_std == other.y_var_std) + and self.key == other.key + ) + return False + + def divide(self, other, inverse: bool = False): + """Calculate ratio between two class objects. + + Parameters + ---------- + other : var_vs_var class + Second var_vs_var object to calculate ratio with + inverse : bool + If False the ratio is calculated `this / other`, + if True the inverse is calculated + + Returns + ------- + np.ndarray + Ratio + np.ndarray + Ratio error + + Raises + ------ + ValueError + If binning is not identical between 2 objects + """ + if not np.array_equal(self.x_var_mean, other.x_var_mean): + raise ValueError("The x variables of the two given objects do not match.") + # TODO: python 3.10 switch to cases syntax + nom, nom_err = self.y_var_mean, self.y_var_std + denom, denom_err = other.y_var_mean, other.y_var_std + + ratio, ratio_err = hist_ratio( + denom if inverse else nom, + nom if inverse else denom, + denom_err if inverse else nom_err, + nom_err if inverse else denom_err, + step=False, + ) + return (ratio, ratio_err) + + +class VarVsVarPlot(PlotBase): # pylint: disable=too-many-instance-attributes + """var_vs_eff plot class""" + + def __init__(self, grid: bool = False, **kwargs) -> None: + """var_vs_eff plot properties + + Parameters + ---------- + grid : bool, optional + Set the grid for the plots. + **kwargs : kwargs + Keyword arguments from `puma.PlotObject` + + Raises + ------ + ValueError + If incompatible mode given or more than 1 ratio panel requested + """ + super().__init__(grid=grid, **kwargs) + + self.plot_objects = {} + self.add_order = [] + self.ratios_objects = {} + self.reference_object = None + self.x_var_min = np.inf + self.x_var_max = -np.inf + self.inverse_cut = False + if self.n_ratio_panels > 1: + raise ValueError("Not more than one ratio panel supported.") + self.initialise_figure() + + def add(self, curve: object, key: str = None, reference: bool = False): + """Adding var_vs_eff object to figure. + + Parameters + ---------- + curve : var_vs_eff class + Var_vs_eff curve + key : str, optional + Unique identifier for var_vs_eff, by default None + reference : bool, optional + If var_vs_eff is used as reference for ratio calculation, by default False + + Raises + ------ + KeyError + If unique identifier key is used twice + """ + if key is None: + key = len(self.plot_objects) + 1 + if key in self.plot_objects: + raise KeyError(f"Duplicated key {key} already used for unique identifier.") + + self.plot_objects[key] = curve + self.add_order.append(key) + # set linestyle + if curve.linestyle is None: + curve.linestyle = "-" + # set colours + if curve.colour is None: + curve.colour = get_good_colours()[len(self.plot_objects) - 1] + # set alpha + if curve.alpha is None: + curve.alpha = 0.8 + # set linewidth + if curve.linewidth is None: + curve.linewidth = 1.6 + + # set min and max bin edges + self.x_var_min = min(self.x_var_min, np.sort(curve.x_var_mean)[0]) + self.x_var_max = max(self.x_var_max, np.sort(curve.x_var_mean)[-1]) + + if reference: + logger.debug("Setting roc %s as reference.", key) + self.set_reference(key) + + def set_reference(self, key: str): + """Setting the reference roc curves used in the ratios + + Parameters + ---------- + key : str + Unique identifier of roc object + """ + if self.reference_object is None: + self.reference_object = key + else: + logger.warning( + ( + "You specified a second curve %s as reference for ratio. " + "Using it as new reference instead of %s." + ), + key, + self.reference_object, + ) + self.reference_object = key + + def plot(self, **kwargs): + """Plotting curves + + Parameters + ---------- + **kwargs: kwargs + Keyword arguments passed to plt.axis.errorbar + + Returns + ------- + Line2D + matplotlib Line2D object + """ + logger.debug("Plotting curves") + plt_handles = [] + for key in self.add_order: + elem = self.plot_objects[key] + error_bar = self.axis_top.errorbar( + elem.x_var_mean, + elem.y_var_mean, + xerr=elem.x_var_widths / 2, + yerr=elem.y_var_std, + color=elem.colour, + fmt="none", + label=elem.label, + alpha=elem.alpha, + linewidth=elem.linewidth, + **kwargs, + ) + # # set linestyle for errorbar + error_bar[-1][0].set_linestyle(elem.linestyle) + + # Draw markers + self.axis_top.scatter( + x=elem.x_var_mean, + y=elem.y_var_mean, + marker=elem.marker, + color=elem.colour, + ) + + plt_handles.append( + mpl.lines.Line2D( + [], + [], + color=elem.colour, + label=elem.label, + linestyle=elem.linestyle, + marker=elem.marker, + ) + ) + return plt_handles + + def plot_ratios(self): + """Plotting ratio curves. + + Raises + ------ + ValueError + If no reference curve is defined + """ + if self.reference_object is None: + raise ValueError("Please specify a reference curve.") + for key in self.add_order: + elem = self.plot_objects[key] + (ratio, ratio_err) = elem.divide(self.plot_objects[self.reference_object]) + error_bar = self.ratio_axes[0].errorbar( + elem.x_var_mean, + ratio, + xerr=elem.x_var_widths / 2, + yerr=ratio_err, + color=elem.colour, + fmt="none", + alpha=elem.alpha, + linewidth=elem.linewidth, + ) + # set linestyle for errorbar + error_bar[-1][0].set_linestyle(elem.linestyle) + + self.ratio_axes[0].scatter( + x=elem.x_var_mean, y=ratio, marker=elem.marker, color=elem.colour + ) + + def draw_hline(self, y_val: float): + """Draw hline in top plot panel. + + Parameters + ---------- + y_val : float + y value of the horizontal line + """ + self.axis_top.hlines( + y=y_val, + xmin=self.x_var_min, + xmax=self.x_var_max, + colors="black", + linestyle="dotted", + alpha=0.5, + ) + + def draw( + self, + labelpad: int = None, + ): + """Draw figure. + + Parameters + ---------- + labelpad : int, optional + Spacing in points from the axes bounding box including + ticks and tick labels, by default "ratio" + """ + self.set_xlim( + self.x_var_min if self.xmin is None else self.xmin, + self.x_var_max if self.xmax is None else self.xmax, + ) + plt_handles = self.plot() + if self.n_ratio_panels == 1: + self.plot_ratios() + self.set_title() + self.set_log() + self.set_y_lim() + self.set_xlabel() + self.set_tick_params() + self.set_ylabel(self.axis_top) + + if self.n_ratio_panels > 0: + self.set_ylabel( + self.ratio_axes[0], + self.ylabel_ratio[0], + align_right=False, + labelpad=labelpad, + ) + self.make_legend(plt_handles, ax_mpl=self.axis_top) + self.plotting_done = True + if self.apply_atlas_style is True: + self.atlasify(use_tag=self.use_atlas_tag) From b2c72d4a69b723b092270435820f3b4af7cf5c4a Mon Sep 17 00:00:00 2001 From: Dmitrii Kobylianskii Date: Mon, 10 Apr 2023 21:20:50 +0300 Subject: [PATCH 2/7] Add fill and marker customization --- puma/line_plot_2d.py | 4 +- puma/utils/__init__.py | 21 +++++++++ puma/var_vs_var.py | 99 ++++++++++++++++++++++++++++++++++-------- 3 files changed, 103 insertions(+), 21 deletions(-) diff --git a/puma/line_plot_2d.py b/puma/line_plot_2d.py index 490dae8d..f39c11ce 100644 --- a/puma/line_plot_2d.py +++ b/puma/line_plot_2d.py @@ -4,7 +4,7 @@ import pandas as pd from puma.plot_base import PlotBase, PlotLineObject -from puma.utils import get_good_colours, logger +from puma.utils import get_good_colours, get_good_markers, logger class Line2D(PlotLineObject): # pylint: disable=too-few-public-methods @@ -183,7 +183,7 @@ def add( curve.colour = self.plot_objects[len(self.plot_objects)].colour # Set markerstyle if curve.marker is None: - curve.marker = "x" + curve.marker = get_good_markers()[len(self.plot_objects)] # Set markersize if curve.markersize is None: curve.markersize = 15 diff --git a/puma/utils/__init__.py b/puma/utils/__init__.py index 69857533..7c67fd8b 100644 --- a/puma/utils/__init__.py +++ b/puma/utils/__init__.py @@ -139,6 +139,27 @@ def get_good_colours(colour_scheme=None): return Dark2_8.mpl_colors +def get_good_markers(): + """List of markers adequate for plotting + + Returns + ------- + list + list with markers + """ + # TODO needs improvements + + return [ + "o", # Circle + "x", # x + "v", # Triangle down + "^", # Triangle up + "D", # Diamond + "p", # Pentagon + "s", # Square + ] + + def get_good_linestyles(names=None): """Returns a list of good linestyles diff --git a/puma/var_vs_var.py b/puma/var_vs_var.py index 3bc9e987..f4290d3f 100644 --- a/puma/var_vs_var.py +++ b/puma/var_vs_var.py @@ -1,10 +1,11 @@ """Variable vs another variable plot""" import matplotlib as mpl import numpy as np +from matplotlib.patches import Rectangle # TODO: fix the import below from puma.plot_base import PlotBase, PlotLineObject -from puma.utils import get_good_colours, logger +from puma.utils import get_good_colours, get_good_markers, logger from puma.utils.histogram import hist_ratio @@ -21,6 +22,7 @@ def __init__( # pylint: disable=too-many-arguments y_var_std: np.ndarray, x_var_widths: np.ndarray = None, key: str = None, + fill: bool = False, **kwargs, ) -> None: """Initialise properties of roc curve object. @@ -37,6 +39,8 @@ def __init__( # pylint: disable=too-many-arguments Std value for x-axis variable key : str, optional Identifier for the curve e.g. tagger, by default None + fill : bool, optional + Defines do we need to fill box around point, by default False **kwargs : kwargs Keyword arguments passed to `PlotLineObject` @@ -63,6 +67,7 @@ def __init__( # pylint: disable=too-many-arguments self.y_var_mean = np.array(y_var_mean) self.y_var_std = np.array(y_var_std) self.key = key + self.fill = fill def __eq__(self, other): if isinstance(other, self.__class__): @@ -144,7 +149,9 @@ def __init__(self, grid: bool = False, **kwargs) -> None: raise ValueError("Not more than one ratio panel supported.") self.initialise_figure() - def add(self, curve: object, key: str = None, reference: bool = False): + def add( + self, curve: object, key: str = None, reference: bool = False + ): # pylint: disable=too-many-branches """Adding var_vs_eff object to figure. Parameters @@ -181,9 +188,24 @@ def add(self, curve: object, key: str = None, reference: bool = False): if curve.linewidth is None: curve.linewidth = 1.6 - # set min and max bin edges - self.x_var_min = min(self.x_var_min, np.sort(curve.x_var_mean)[0]) - self.x_var_max = max(self.x_var_max, np.sort(curve.x_var_mean)[-1]) + if curve.is_marker is True: + if curve.marker is None: + curve.marker = get_good_markers()[len(self.plot_objects)] + # Set markersize + if curve.markersize is None: + curve.markersize = 15 + if curve.markeredgewidth is None: + curve.markeredgewidth = 2 + + # set min and max edges + if curve.x_var_widths is not None: + left_edge = curve.x_var_mean - curve.x_var_widths / 2 + right_edge = curve.x_var_mean + curve.x_var_widths / 2 + else: + left_edge = curve.x_var_mean + right_edge = curve.x_var_mean + self.x_var_min = min(self.x_var_min, np.sort(left_edge)[0]) + self.x_var_max = max(self.x_var_max, np.sort(right_edge)[-1]) if reference: logger.debug("Setting roc %s as reference.", key) @@ -230,7 +252,7 @@ def plot(self, **kwargs): error_bar = self.axis_top.errorbar( elem.x_var_mean, elem.y_var_mean, - xerr=elem.x_var_widths / 2, + xerr=elem.x_var_widths / 2 if elem.x_var_widths is not None else None, yerr=elem.y_var_std, color=elem.colour, fmt="none", @@ -241,15 +263,35 @@ def plot(self, **kwargs): ) # # set linestyle for errorbar error_bar[-1][0].set_linestyle(elem.linestyle) - # Draw markers - self.axis_top.scatter( - x=elem.x_var_mean, - y=elem.y_var_mean, - marker=elem.marker, - color=elem.colour, - ) - + if elem.is_marker is True: + self.axis_top.scatter( + x=elem.x_var_mean, + y=elem.y_var_mean, + marker=elem.marker, + color=elem.colour, + ) + if elem.x_var_widths is not None and elem.fill: + for x_pos, y_pos, width, height in zip( + elem.x_var_mean, + elem.y_var_mean, + elem.x_var_widths, + 2 * elem.y_var_std, + ): + self.axis_top.add_patch( + Rectangle( + xy=( + x_pos - width / 2, + y_pos - height / 2, + ), + width=width, + height=height, + linewidth=0, + color=elem.colour, + alpha=0.3, + zorder=1, + ) + ) plt_handles.append( mpl.lines.Line2D( [], @@ -278,7 +320,7 @@ def plot_ratios(self): error_bar = self.ratio_axes[0].errorbar( elem.x_var_mean, ratio, - xerr=elem.x_var_widths / 2, + xerr=elem.x_var_widths / 2 if elem.x_var_widths is not None else None, yerr=ratio_err, color=elem.colour, fmt="none", @@ -287,10 +329,29 @@ def plot_ratios(self): ) # set linestyle for errorbar error_bar[-1][0].set_linestyle(elem.linestyle) - - self.ratio_axes[0].scatter( - x=elem.x_var_mean, y=ratio, marker=elem.marker, color=elem.colour - ) + # draw markers + if elem.is_marker is True: + self.ratio_axes[0].scatter( + x=elem.x_var_mean, y=ratio, marker=elem.marker, color=elem.colour + ) + if elem.x_var_widths is not None and elem.fill: + for x_pos, y_pos, width, height in zip( + elem.x_var_mean, ratio, elem.x_var_widths, 2 * ratio_err + ): + self.ratio_axes[0].add_patch( + Rectangle( + xy=( + x_pos - width / 2, + y_pos - height / 2, + ), + width=width, + height=height, + linewidth=0, + color=elem.colour, + alpha=0.3, + zorder=1, + ) + ) def draw_hline(self, y_val: float): """Draw hline in top plot panel. 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zy@#mkcu(TU4f)%6%6E?T_?=e__c(vA<{&dDCWlRJ)u(G?By)Pa<#AxfCJDW_zM2Vl zSGH&m?Y0W`YxP9UMLT@Ef0gL}QcC_svhnL0(&y8I;sN)1@8jcKzF2Ef$k*F`_#ec@ Bp>Y5J literal 0 HcmV?d00001 diff --git a/puma/tests/test_var_vs_var.py b/puma/tests/test_var_vs_var.py new file mode 100644 index 00000000..8445b495 --- /dev/null +++ b/puma/tests/test_var_vs_var.py @@ -0,0 +1,161 @@ +#!/usr/bin/env python + + +""" +Unit test script for the functions in var_vs_var.py +""" + +import os +import tempfile +import unittest + +import numpy as np +from matplotlib.testing.compare import compare_images + +from puma import VarVsVar, VarVsVarPlot +from puma.utils.logging import logger, set_log_level + +set_log_level(logger, "DEBUG") + + +class VarVsVarTestCase(unittest.TestCase): + """Test class for the puma.var_vs_var functions.""" + + def setUp(self): + self.x_var = np.linspace(100, 250, 20) + self.y_var_mean = np.exp(-np.linspace(6, 10, 20)) * 10e3 + self.y_var_std = np.sin(self.y_var_mean) + + def test_var_vs_var_init_wrong_mean_shape(self): + """Test var_vs_var init.""" + with self.assertRaises(ValueError): + VarVsVar(np.ones(4), np.ones(5), np.ones(5)) + + def test_var_vs_var_init_wrong_y_mean_std_shape(self): + """Test var_vs_var init.""" + with self.assertRaises(ValueError): + VarVsVar(np.ones(4), np.ones(4), np.ones(5)) + + def test_var_vs_var_init_wrong_x_mean_widths_shape(self): + """Test var_vs_var init.""" + with self.assertRaises(ValueError): + VarVsVar(np.ones(4), np.ones(4), np.ones(4), x_var_widths=np.ones(5)) + + def test_var_vs_var_init(self): + """Test var_vs_var init.""" + VarVsVar( + np.ones(6), + np.ones(6), + np.ones(6), + x_var_widths=np.ones(6), + key="test", + fill=True, + plot_y_std=False, + ) + + def test_var_vs_var_eq(self): + """Test var_vs_var eq.""" + var_plot = VarVsVar( + np.ones(6), + np.ones(6), + np.ones(6), + x_var_widths=np.ones(6), + key="test", + fill=True, + plot_y_std=False, + ) + self.assertEqual(var_plot, var_plot) + + def test_var_vs_var_divide_same(self): + """Test var_vs_var divide.""" + var_plot = VarVsVar( + x_var=self.x_var, + y_var_mean=self.y_var_mean, + y_var_std=self.y_var_std, + ) + np.testing.assert_array_almost_equal(var_plot.divide(var_plot)[0], np.ones(20)) + + def test_var_vs_var_divide_different_shapes(self): + """Test var_vs_eff divide.""" + var_plot = VarVsVar( + x_var=self.x_var, + y_var_mean=self.y_var_mean, + y_var_std=self.y_var_std, + ) + var_plot_comp = VarVsVar( + x_var=np.repeat(self.x_var, 2), + y_var_mean=np.repeat(self.y_var_mean, 2), + y_var_std=np.repeat(self.y_var_std, 2), + ) + with self.assertRaises(ValueError): + var_plot.divide(var_plot_comp) + + +class VarVsVarOutputTestCase( + unittest.TestCase +): # pylint:disable=too-many-instance-attributes + """Test class for the puma.var_vs_var_plot output""" + + def setUp(self): + # Set up temp directory for comparison plots + self.tmp_dir = tempfile.TemporaryDirectory() # pylint:disable=R1732 + self.actual_plots_dir = f"{self.tmp_dir.name}/" + self.expected_plots_dir = os.path.join( + os.path.dirname(__file__), "expected_plots" + ) + np.random.seed(42) + n_random = 21 + + # background (same for both taggers) + self.x_var = np.linspace(0, 250, num=n_random) + self.y_var_mean = np.exp(-self.x_var / 200) * 10 + self.y_var_std = np.sin(self.y_var_mean) + + self.y_var_mean_2 = np.exp(-self.x_var / 100) * 10 + self.y_var_std_2 = np.sin(self.y_var_mean) + + def test_output_plot(self): + """Test output plot.""" + # define the curves + test = VarVsVar( + x_var=self.x_var, + y_var_mean=self.y_var_mean, + y_var_std=self.y_var_std, + label=r"$10e^{-x/200}$", + fill=False, + is_marker=True, + ) + test_2 = VarVsVar( + x_var=self.x_var, + y_var_mean=self.y_var_mean_2, + y_var_std=self.y_var_std_2, + label=r"$10e^{-x/100}$", + fill=False, + is_marker=True, + ) + test_plot = VarVsVarPlot( + ylabel=r"$\overline{N}_{trk}$", + xlabel=r"$p_{T}$ [GeV]", + grid=True, + logy=False, + atlas_second_tag="Unit test plot based on exponential decay.", + n_ratio_panels=1, + figsize=(9, 6), + ) + test_plot.add(test, reference=True) + test_plot.add(test_2, reference=False) + + test_plot.draw() + + plotname = "test_avg_ntracks.png" + test_plot.savefig(f"{self.actual_plots_dir}/{plotname}") + # Uncomment line below to update expected image + # test_plot.savefig(f"{self.expected_plots_dir}/{plotname}") + self.assertEqual( + None, + compare_images( + f"{self.actual_plots_dir}/{plotname}", + f"{self.expected_plots_dir}/{plotname}", + tol=1, + ), + ) diff --git a/puma/var_vs_var.py b/puma/var_vs_var.py index f4290d3f..8f99b807 100644 --- a/puma/var_vs_var.py +++ b/puma/var_vs_var.py @@ -11,36 +11,39 @@ class VarVsVar(PlotLineObject): # pylint: disable=too-many-instance-attributes """ - var_vs_eff class storing info about curve and allows to calculate ratio w.r.t other + VarVsVar class storing info about curve and allows to calculate ratio w.r.t other efficiency plots. """ def __init__( # pylint: disable=too-many-arguments self, - x_var_mean: np.ndarray, + x_var: np.ndarray, y_var_mean: np.ndarray, y_var_std: np.ndarray, x_var_widths: np.ndarray = None, key: str = None, - fill: bool = False, + fill: bool = True, + plot_y_std: bool = True, **kwargs, ) -> None: - """Initialise properties of roc curve object. + """Initialise properties of VarVsVar curve object. Parameters ---------- - x_var_mean : np.ndarray - Values for x-axis variable + x_var : np.ndarray + Values for x-axis variable, bin midpoints y_var_mean : np.ndarray Mean value for y-axis variable y_var_std : np.ndarray Std value for y-axis variable x_var_widths : np.ndarray, optional - Std value for x-axis variable + Widths for x-axis variable, e.g. bin widths for binned data key : str, optional Identifier for the curve e.g. tagger, by default None fill : bool, optional - Defines do we need to fill box around point, by default False + Defines do we need to fill box around point, by default True + plot_y_std : bool, optional + Defines do we need to plot y_var_std, by default True **kwargs : kwargs Keyword arguments passed to `PlotLineObject` @@ -51,28 +54,34 @@ def __init__( # pylint: disable=too-many-arguments """ super().__init__(**kwargs) - if len(x_var_mean) != len(y_var_mean): + if len(x_var) != len(y_var_mean): raise ValueError( - f"Length of `x_var_mean` ({len(x_var_mean)}) and `y_var_mean` " + f"Length of `x_var` ({len(x_var)}) and `y_var_mean` " f"({len(y_var_mean)}) have to be identical." ) - if len(x_var_mean) != len(y_var_std): + if len(x_var) != len(y_var_std): raise ValueError( - f"Length of `x_var_mean` ({len(x_var_mean)}) and `y_var_std` " + f"Length of `x_var` ({len(x_var)}) and `y_var_std` " f"({len(y_var_std)}) have to be identical." ) - - self.x_var_mean = np.array(x_var_mean) + if x_var_widths is not None and len(x_var) != len(x_var_widths): + raise ValueError( + f"Length of `x_var` ({len(x_var)}) and `x_var_widths` " + f"({len(x_var_widths)}) have to be identical." + ) + self.x_var = np.array(x_var) self.x_var_widths = None if x_var_widths is None else np.array(x_var_widths) self.y_var_mean = np.array(y_var_mean) self.y_var_std = np.array(y_var_std) + self.key = key self.fill = fill + self.plot_y_std = plot_y_std def __eq__(self, other): if isinstance(other, self.__class__): return ( - np.all(self.x_var_mean == other.x_var_mean) + np.all(self.x_var == other.x_var) and np.all(self.y_var_mean == other.y_var_mean) and np.all(self.y_var_std == other.y_var_std) and self.key == other.key @@ -102,7 +111,7 @@ def divide(self, other, inverse: bool = False): ValueError If binning is not identical between 2 objects """ - if not np.array_equal(self.x_var_mean, other.x_var_mean): + if not np.array_equal(self.x_var, other.x_var): raise ValueError("The x variables of the two given objects do not match.") # TODO: python 3.10 switch to cases syntax nom, nom_err = self.y_var_mean, self.y_var_std @@ -150,18 +159,18 @@ def __init__(self, grid: bool = False, **kwargs) -> None: self.initialise_figure() def add( - self, curve: object, key: str = None, reference: bool = False + self, curve: VarVsVar, key: str = None, reference: bool = False ): # pylint: disable=too-many-branches - """Adding var_vs_eff object to figure. + """Adding VarVsVar object to figure. Parameters ---------- - curve : var_vs_eff class - Var_vs_eff curve + curve : VarVsVar class + VarVsVar curve key : str, optional - Unique identifier for var_vs_eff, by default None + Unique identifier for VarVsVar curve, by default None reference : bool, optional - If var_vs_eff is used as reference for ratio calculation, by default False + If VarVsVar is used as reference for ratio calculation, by default False Raises ------ @@ -199,11 +208,11 @@ def add( # set min and max edges if curve.x_var_widths is not None: - left_edge = curve.x_var_mean - curve.x_var_widths / 2 - right_edge = curve.x_var_mean + curve.x_var_widths / 2 + left_edge = curve.x_var - curve.x_var_widths / 2 + right_edge = curve.x_var + curve.x_var_widths / 2 else: - left_edge = curve.x_var_mean - right_edge = curve.x_var_mean + left_edge = curve.x_var + right_edge = curve.x_var self.x_var_min = min(self.x_var_min, np.sort(left_edge)[0]) self.x_var_max = max(self.x_var_max, np.sort(right_edge)[-1]) @@ -250,10 +259,10 @@ def plot(self, **kwargs): for key in self.add_order: elem = self.plot_objects[key] error_bar = self.axis_top.errorbar( - elem.x_var_mean, + elem.x_var, elem.y_var_mean, xerr=elem.x_var_widths / 2 if elem.x_var_widths is not None else None, - yerr=elem.y_var_std, + yerr=(elem.y_var_std if elem.plot_y_std else np.zeros_like(elem.x_var)), color=elem.colour, fmt="none", label=elem.label, @@ -266,14 +275,14 @@ def plot(self, **kwargs): # Draw markers if elem.is_marker is True: self.axis_top.scatter( - x=elem.x_var_mean, + x=elem.x_var, y=elem.y_var_mean, marker=elem.marker, color=elem.colour, ) if elem.x_var_widths is not None and elem.fill: for x_pos, y_pos, width, height in zip( - elem.x_var_mean, + elem.x_var, elem.y_var_mean, elem.x_var_widths, 2 * elem.y_var_std, @@ -318,10 +327,10 @@ def plot_ratios(self): elem = self.plot_objects[key] (ratio, ratio_err) = elem.divide(self.plot_objects[self.reference_object]) error_bar = self.ratio_axes[0].errorbar( - elem.x_var_mean, + elem.x_var, ratio, xerr=elem.x_var_widths / 2 if elem.x_var_widths is not None else None, - yerr=ratio_err, + yerr=ratio_err if elem.plot_y_std else np.zeros_like(elem.x_var), color=elem.colour, fmt="none", alpha=elem.alpha, @@ -332,11 +341,11 @@ def plot_ratios(self): # draw markers if elem.is_marker is True: self.ratio_axes[0].scatter( - x=elem.x_var_mean, y=ratio, marker=elem.marker, color=elem.colour + x=elem.x_var, y=ratio, marker=elem.marker, color=elem.colour ) if elem.x_var_widths is not None and elem.fill: for x_pos, y_pos, width, height in zip( - elem.x_var_mean, ratio, elem.x_var_widths, 2 * ratio_err + elem.x_var, ratio, elem.x_var_widths, 2 * ratio_err ): self.ratio_axes[0].add_patch( Rectangle( From 05b1fe02a474b10c2c5a28fe607ac55260d95bef Mon Sep 17 00:00:00 2001 From: Dmitrii Kobylianskii Date: Tue, 11 Apr 2023 14:48:58 +0300 Subject: [PATCH 4/7] Small fixes --- puma/var_vs_var.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/puma/var_vs_var.py b/puma/var_vs_var.py index 8f99b807..0af420dc 100644 --- a/puma/var_vs_var.py +++ b/puma/var_vs_var.py @@ -93,8 +93,8 @@ def divide(self, other, inverse: bool = False): Parameters ---------- - other : var_vs_var class - Second var_vs_var object to calculate ratio with + other : VarVsVar class + Second VarVsVar object to calculate ratio with inverse : bool If False the ratio is calculated `this / other`, if True the inverse is calculated @@ -118,10 +118,10 @@ def divide(self, other, inverse: bool = False): denom, denom_err = other.y_var_mean, other.y_var_std ratio, ratio_err = hist_ratio( - denom if inverse else nom, - nom if inverse else denom, - denom_err if inverse else nom_err, - nom_err if inverse else denom_err, + numerator=denom if inverse else nom, + denominator=nom if inverse else denom, + numerator_unc=denom_err if inverse else nom_err, + denominator_unc=nom_err if inverse else denom_err, step=False, ) return (ratio, ratio_err) From d8e9229ec1efc5fc2ed2398f01815f2627f422ed Mon Sep 17 00:00:00 2001 From: Dmitrii Kobylianskii Date: Tue, 11 Apr 2023 14:52:37 +0300 Subject: [PATCH 5/7] Docstring updates --- puma/var_vs_var.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/puma/var_vs_var.py b/puma/var_vs_var.py index 0af420dc..7a4690bb 100644 --- a/puma/var_vs_var.py +++ b/puma/var_vs_var.py @@ -31,7 +31,7 @@ def __init__( # pylint: disable=too-many-arguments Parameters ---------- x_var : np.ndarray - Values for x-axis variable, bin midpoints + Values for x-axis variable, e.g. bin midpoints for binned data y_var_mean : np.ndarray Mean value for y-axis variable y_var_std : np.ndarray @@ -113,7 +113,6 @@ def divide(self, other, inverse: bool = False): """ if not np.array_equal(self.x_var, other.x_var): raise ValueError("The x variables of the two given objects do not match.") - # TODO: python 3.10 switch to cases syntax nom, nom_err = self.y_var_mean, self.y_var_std denom, denom_err = other.y_var_mean, other.y_var_std From 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1 file changed, 2 insertions(+) diff --git a/changelog.md b/changelog.md index 9ae5fc36..6b04e322 100644 --- a/changelog.md +++ b/changelog.md @@ -2,6 +2,8 @@ ### [Latest] +- Add `VarVsVar` plot [!172](https://github.com/umami-hep/puma/pull/172) + ### [v0.2.4] (2023/04/06) - Replace `dijets` category with `QCD` category [!170](https://github.com/umami-hep/puma/pull/170)