From 66831390e1ae86c1d8034da56053c08370a21109 Mon Sep 17 00:00:00 2001 From: Alexander Froch Date: Mon, 12 May 2025 17:24:30 +0200 Subject: [PATCH 1/2] Adding base functionality to safe out pickle files --- puma/histogram.py | 39 +++++++++++--- puma/line_plot_2d.py | 31 +++++++++-- puma/plot_base.py | 14 +++++ puma/roc.py | 46 +++++++++++++--- puma/tests/expected_plots/test_var_vs_var.png | Bin 173213 -> 184325 bytes .../expected_plots/test_vtx_efficiency.png | Bin 138912 -> 138967 bytes puma/var_vs_var.py | 50 +++++++++++++++--- pyproject.toml | 2 +- 8 files changed, 157 insertions(+), 25 deletions(-) diff --git a/puma/histogram.py b/puma/histogram.py index 2a4d87e69..b5b3d754c 100644 --- a/puma/histogram.py +++ b/puma/histogram.py @@ -2,6 +2,8 @@ from __future__ import annotations +import pickle + import matplotlib as mpl import numpy as np import pandas as pd @@ -314,9 +316,15 @@ def __init__( raise ValueError("Not more than one ratio panel supported.") self.initialise_figure() + # Check if a pickle file is given for the plot + if self.bin_array_path and self.bin_array_path.is_file(): + # Load the pickle file + with open(self.bin_array_path, "rb") as f: + self.plot_objects = pickle.load(f) + def add( self, - histogram: Histogram, + histogram: Histogram | None = None, key: str | None = None, reference: bool = False, ): @@ -324,23 +332,35 @@ def add( Parameters ---------- - histogram : Histogram class - Histogram curve - key : str, optional - Unique identifier for histogram, by default None + histogram : Histogram class, optional + Histogram curve. Need to be provided if no bin array file was given when the + plot was initialised. By default None + key : str + Unique identifier for histogram. Should be set when saving/loading the bin arrays. + Otherwise, the order is not changeable later. By default None reference : bool, optional If this histogram is used as reference for ratio calculation, by default False Raises ------ + ValueError + If no Histogram is provided and no bin array file was used in the creation + of the plot instance 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.") + + if self.bin_array_path and self.bin_array_path.is_file(): + histogram = self.plot_objects[key] + + elif histogram is None: + raise ValueError("No Histogram provided for addition!") + + elif key in self.plot_objects: + raise KeyError(f"Duplicated key! {key} already used as unique identifier.") # Add key to histogram object histogram.key = key @@ -617,6 +637,11 @@ def plot(self, **kwargs): ) ) + # If a pickle filepath is given and the file doesn't exist, create it and dump the data + if self.bin_array_path and not self.bin_array_path.is_file(): + with open(self.bin_array_path, "wb") as f: + pickle.dump(self.plot_objects, f) + if self.discrete_vals is not None: self.bins = bins diff --git a/puma/line_plot_2d.py b/puma/line_plot_2d.py index f5d36adcf..5222a1d81 100644 --- a/puma/line_plot_2d.py +++ b/puma/line_plot_2d.py @@ -2,6 +2,8 @@ from __future__ import annotations +import pickle + import matplotlib as mpl import numpy as np import pandas as pd @@ -123,9 +125,15 @@ def __init__( self.initialise_figure() + # Check if a pickle file is given for the plot + if self.bin_array_path and self.bin_array_path.is_file(): + # Load the pickle file + with open(self.bin_array_path, "rb") as f: + self.plot_objects = pickle.load(f) + def add( self, - curve: object, + curve: Line2D | None = None, key: str | None = None, is_marker: bool = False, ): @@ -133,8 +141,9 @@ def add( Parameters ---------- - curve : puma.line_plot_2D.Line2D - Line2D object + curve : puma.line_plot_2D.Line2D, , optional + Line2D object. Need to be provided if no bin array file was given when the + plot was initialised. By default None key : str, optional Unique identifier for the curve, by default None is_marker : bool, optional @@ -142,6 +151,9 @@ def add( Raises ------ + ValueError + If no Line2D is provided and no bin array file was used in the creation + of the plot instance KeyError If unique identifier key is used twice """ @@ -149,6 +161,13 @@ def add( if key is None: key = len(self.plot_objects) + 1 + # Check if the Line2D objects are loaded from file + if self.bin_array_path and self.bin_array_path.is_file(): + curve = self.plot_objects[key] + + elif curve is None: + raise ValueError("No Line2D provided for addition!") + # Check that key is not double used if key in self.plot_objects: raise KeyError(f"Duplicated key {key} already used for unique identifier.") @@ -241,6 +260,12 @@ def plot(self, **kwargs): ) self.plotting_done = True + + # If a pickle filepath is given and the file doesn't exist, create it and dump the data + if self.bin_array_path and not self.bin_array_path.is_file(): + with open(self.bin_array_path, "wb") as f: + pickle.dump(self.plot_objects, f) + return plt_handles def draw(self): diff --git a/puma/plot_base.py b/puma/plot_base.py index edff35519..03efcd8ed 100644 --- a/puma/plot_base.py +++ b/puma/plot_base.py @@ -4,6 +4,7 @@ import tkinter as tk from dataclasses import dataclass +from pathlib import Path import atlasify from IPython import get_ipython @@ -147,6 +148,10 @@ class PlotObject: plotting_done : bool Bool that indicates if plotting is done. Only then `atlasify()` can be called, by default False + bin_array_path : str + File in which the bin edges, values etc. are stored. If given, it is checked + that the file exists and then these values are taken for plotting instead of + recalculating everything. By default None """ title: str = "" @@ -196,6 +201,8 @@ class PlotObject: plotting_done: bool = False + bin_array_path: str = None + def __post_init__(self): """Check for allowed values. @@ -239,6 +246,13 @@ def __post_init__(self): "You specified an ATLAS tag, but `apply_atlas_style` is set to false. " "Tag will therefore not be shown on plot." ) + if self.bin_array_path is not None: + # Check that the given value will be a Path object + if isinstance(self.bin_array_path, str): + self.bin_array_path = Path(self.bin_array_path) + + elif not isinstance(self.bin_array_path, Path): + raise ValueError("Given bin_array_path is neither a string nor a Path object") def __check_figsize(self): """Check `figsize`. diff --git a/puma/roc.py b/puma/roc.py index a902e542d..a29cc1a95 100644 --- a/puma/roc.py +++ b/puma/roc.py @@ -2,6 +2,8 @@ from __future__ import annotations +import pickle + import matplotlib as mpl import matplotlib.pyplot as plt import numpy as np @@ -207,6 +209,7 @@ def __init__(self, grid: bool = True, **kwargs) -> None: super().__init__(grid=grid, **kwargs) self.test = "" self.rocs = {} + self.add_order = [] self.roc_ratios = {} self.rej_axes = {} self.rej_class_ls = {} @@ -220,9 +223,15 @@ def __init__(self, grid: bool = True, **kwargs) -> None: self.legend_flavs = None self.rej_leg_loc = "ratio" if kwargs["n_ratio_panels"] > 0 else "lower left" + # Check if a pickle file is given for the plot + if self.bin_array_path and self.bin_array_path.is_file(): + # Load the pickle file + with open(self.bin_array_path, "rb") as f: + self.rocs = pickle.load(f) + def add_roc( self, - roc_curve: object, + roc_curve: Roc | None, key: str | None = None, reference: bool = False, ): @@ -231,7 +240,8 @@ def add_roc( Parameters ---------- roc_curve : puma.Roc - ROC curve + ROC curve. Needs to be set if no bin array file is given when the + plot instance is created. By default None key : str, optional Unique identifier for roc_curve, by default None reference : bool, optional @@ -239,15 +249,28 @@ def add_roc( Raises ------ + ValueError + If no ROC is provided and no bin array file was used in the creation + of the plot instance KeyError If unique identifier key is used twice """ if key is None: key = len(self.rocs) + 1 - if key in self.rocs: - raise KeyError(f"Duplicated key {key} already used for roc unique identifier.") - self.rocs[key] = roc_curve + if self.bin_array_path and self.bin_array_path.is_file(): + roc_curve = self.rocs[key] + + elif roc_curve is None: + raise ValueError("No ROC curve provided for addition!") + + elif key in self.rocs: + raise KeyError(f"Duplicated key! {key} already used as unique identifier.") + + # Add key to VarVsVar object + roc_curve.key = key + logger.debug("Adding ROC %s", key) + # set linestyle if roc_curve.rej_class not in self.rej_class_ls: self.rej_class_ls[roc_curve.rej_class] = ( @@ -286,6 +309,8 @@ def add_roc( if roc_curve.colour is None: roc_curve.colour = self.label_colours[roc_curve.label] + self.rocs[key] = roc_curve + self.add_order.append(key) if reference: logger.debug("Setting roc %s as reference for %s.", key, roc_curve.rej_class) self.set_roc_reference(key, roc_curve.rej_class, roc_curve.ratio_group) @@ -595,7 +620,10 @@ def plot_roc(self, **kwargs) -> mpl.lines.Line2D: matplotlib Line2D object """ plt_handles = [] - for key, elem in self.rocs.items(): + + for key in self.add_order: + elem = self.rocs[key] + plt_handles = plt_handles + self.axis_top.plot( elem.sig_eff[elem.non_zero_mask], elem.bkg_rej[elem.non_zero_mask], @@ -624,4 +652,10 @@ def plot_roc(self, **kwargs) -> mpl.lines.Line2D: edgecolor="none", zorder=2, ) + + # If a pickle filepath is given and the file doesn't exist, create it and dump the data + if self.bin_array_path and not self.bin_array_path.is_file(): + with open(self.bin_array_path, "wb") as f: + pickle.dump(self.rocs, f) + return plt_handles diff 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zMv~SB`lsNMZz}_mgN;X9X?LO92LW8!&=?E5Np)FC2m7A7RV{me|D^om#yQ~1`HuUi zzRA9CM*?$?BYGj5t%=PUvqx<5ii;3PR29l0{7MxDwc*%Bn3evp5tU+S~$*>M#G+C2bntwqZSbeN}!mwctX)@2!d2aWHVfFn^yZH6B`?OMQw6K9JWlg(^q`fhi7$)>#<>NT@-%$8sg~O|IsbX+h)YK zHC%e5Ulxs2QjTh4bIZQOeI{#qI(n{{b+Hw?@wX~BzqU-X@v_XyP2Q1W5YCri;Koob zD_B&aY;5`6`5#S-^Rtx522KDf9ji89cj2D<;EGwlyb1jDG(&%Po6#p`_uewjzRdpb eq$KwY7GaL Date: Mon, 12 May 2025 17:45:08 +0200 Subject: [PATCH 2/2] Adding examples --- examples/plot_basic_histogram.py | 29 ++++++++++++++++++++++++++--- examples/plot_basic_line_plot.py | 21 +++++++++++++++++++-- examples/plot_pt_vs_eff.py | 26 ++++++++++++++++++++++---- examples/plot_rocs.py | 28 ++++++++++++++++++++++++++++ 4 files changed, 95 insertions(+), 9 deletions(-) diff --git a/examples/plot_basic_histogram.py b/examples/plot_basic_histogram.py index 62baca745..85b922d03 100644 --- a/examples/plot_basic_histogram.py +++ b/examples/plot_basic_histogram.py @@ -31,11 +31,34 @@ atlas_second_tag="Example for more general plot", figsize=(6, 5), n_ratio_panels=1, + bin_array_path="plot_histo_example.pkl", ) # Add histograms and plot -plot_histo.add(expectation_hist, reference=True) -plot_histo.add(measurement_hist) -plot_histo.draw() +plot_histo.add(expectation_hist, key="expectation", reference=True) +plot_histo.add(measurement_hist, key="measurement") +plot_histo.draw() plot_histo.savefig("histogram_basic_example.png", transparent=False) + +# Using the stored lines from plot_histo_example.pkl to plot again +plot_hist_from_file = HistogramPlot( + ylabel="Number of events", + xlabel="Invariant mass $m$ [a.u.]", + logy=False, + bins=50, + bins_range=(1.1, 4), + norm=False, + atlas_first_tag="Simulation Internal", + atlas_second_tag="Example of a plot loaded from file", + figsize=(6, 5), + n_ratio_panels=1, + bin_array_path="plot_histo_example.pkl", +) + +# Add histograms and plot +plot_hist_from_file.add(key="expectation", reference=True) +plot_hist_from_file.add(key="measurement") + +plot_hist_from_file.draw() +plot_hist_from_file.savefig("histogram_basic_example_from_pickle.png", transparent=False) diff --git a/examples/plot_basic_line_plot.py b/examples/plot_basic_line_plot.py index 610537f04..13f7c9f5b 100644 --- a/examples/plot_basic_line_plot.py +++ b/examples/plot_basic_line_plot.py @@ -16,10 +16,27 @@ xlabel="Epoch", ylabel="Loss", atlas_second_tag="This is an example of a basic line plot", + bin_array_path="plot_line2d_example.pkl", ) # Add and draw the lines -line_plot.add(Line2D(epochs, training_loss, label="Training loss")) -line_plot.add(Line2D(epochs, validation_loss, label="Validation loss")) +line_plot.add(Line2D(epochs, training_loss, label="Training loss"), key="train") +line_plot.add(Line2D(epochs, validation_loss, label="Validation loss"), key="val") + line_plot.draw() line_plot.savefig("line_plot_example.png", transparent=False) + +# Plot from pickle file +line_plot_from_file = Line2DPlot( + xlabel="Epoch", + ylabel="Loss", + atlas_second_tag="This is an example of a basic line plot from the pickle file", + bin_array_path="plot_line2d_example.pkl", +) + +# Add and draw the lines +line_plot_from_file.add(key="train") +line_plot_from_file.add(key="val") + +line_plot_from_file.draw() +line_plot_from_file.savefig("line_plot_example_from_file.png", transparent=False) diff --git a/examples/plot_pt_vs_eff.py b/examples/plot_pt_vs_eff.py index e836fec8e..71f0811e0 100644 --- a/examples/plot_pt_vs_eff.py +++ b/examples/plot_pt_vs_eff.py @@ -92,9 +92,10 @@ logy=False, atlas_second_tag="$\\sqrt{s}=13$ TeV, dummy jets \ndummy sample, $f_{c}=0.018$", n_ratio_panels=1, + bin_array_path="plot_VarVsEff_example.pkl", ) -plot_bkg_rej.add(rnnip_light, reference=True) -plot_bkg_rej.add(dips_light) +plot_bkg_rej.add(rnnip_light, key="rnnip_ujets", reference=True) +plot_bkg_rej.add(dips_light, key="dips_ujets") plot_bkg_rej.draw() plot_bkg_rej.savefig("pt_light_rej.png") @@ -107,8 +108,8 @@ atlas_second_tag="$\\sqrt{s}=13$ TeV, dummy jets, \ndummy sample, $f_{c}=0.018$", n_ratio_panels=1, ) -plot_sig_eff.add(rnnip_light, reference=True) -plot_sig_eff.add(dips_light) +plot_sig_eff.add(rnnip_light, key="rnnip_bjets", reference=True) +plot_sig_eff.add(dips_light, key="dips_bjets") plot_sig_eff.atlas_second_tag += "\nInclusive $\\epsilon_b=70\\%$" @@ -118,3 +119,20 @@ # Drawing a hline indicating inclusive efficiency plot_sig_eff.draw_hline(0.7) plot_sig_eff.savefig("pt_b_eff.png", transparent=False) + + +# Plot again the background rejection, but this time using the pickle file +plot_bkg_rej_from_file = VarVsEffPlot( + mode="bkg_rej", + ylabel="Light-flavour jets rejection", + xlabel=r"$p_{T}$ [GeV]", + logy=False, + atlas_second_tag="Example plot from pickle file", + n_ratio_panels=1, + bin_array_path="plot_VarVsEff_example.pkl", +) +plot_bkg_rej_from_file.add(key="rnnip_ujets", reference=True) +plot_bkg_rej_from_file.add(key="dips_ujets") + +plot_bkg_rej_from_file.draw() +plot_bkg_rej_from_file.savefig("pt_light_rej_from_pickle_file.png") diff --git a/examples/plot_rocs.py b/examples/plot_rocs.py index 840cfc635..cbf676ba8 100644 --- a/examples/plot_rocs.py +++ b/examples/plot_rocs.py @@ -62,6 +62,7 @@ atlas_second_tag="$\\sqrt{s}=13$ TeV, dummy jets \ndummy sample, $f_{c}=0.018$", figsize=(6.5, 6), y_scale=1.4, + bin_array_path="plot_roc_example.pkl", ) plot_roc.add_roc( Roc( @@ -72,6 +73,7 @@ signal_class="bjets", label="RNNIP", ), + key="rnnip_ujets", reference=True, ) plot_roc.add_roc( @@ -83,6 +85,7 @@ signal_class="bjets", label="DIPS r22", ), + key="dips_ujets", ) plot_roc.add_roc( Roc( @@ -93,6 +96,7 @@ signal_class="bjets", label="RNNIP", ), + key="rnnip_cjets", reference=True, ) plot_roc.add_roc( @@ -104,6 +108,7 @@ signal_class="bjets", label="DIPS r22", ), + key="dips_cjets", ) # setting which flavour rejection ratio is drawn in which ratio panel plot_roc.set_ratio_class(1, "ujets") @@ -111,3 +116,26 @@ plot_roc.draw() plot_roc.savefig("roc.png", transparent=False) + +# Using the stored lines from plot_roc_example.pkl to plot again +plot_roc_from_file = RocPlot( + n_ratio_panels=2, + ylabel="Background rejection", + xlabel="$b$-jet efficiency", + atlas_second_tag="Example of a plot loaded from file", + figsize=(6.5, 6), + y_scale=1.4, + bin_array_path="plot_roc_example.pkl", +) + +plot_roc_from_file.add_roc(key="rnnip_ujets", reference=True) +plot_roc_from_file.add_roc(key="dips_ujets") +plot_roc_from_file.add_roc(key="rnnip_cjets", reference=True) +plot_roc_from_file.add_roc(key="dips_cjets") + +# setting which flavour rejection ratio is drawn in which ratio panel +plot_roc_from_file.set_ratio_class(1, "ujets") +plot_roc_from_file.set_ratio_class(2, "cjets") + +plot_roc_from_file.draw() +plot_roc_from_file.savefig("roc_from_pickle.png", transparent=False)