From e2a0d935c9b0fb648d0a10012ceff4e176d542ae Mon Sep 17 00:00:00 2001 From: Christopher Holmes Date: Mon, 9 Sep 2024 14:59:41 -0400 Subject: [PATCH 1/2] =?UTF-8?q?Add=20St=C3=BCve,=20Emagram=20plots?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Stüve and Emagram plots are enabled as child classes of SkewT parent class. The child classes inherit plotting capabilities from SkewT (e.g. data, wind barbs, dry and saturated adiabats, and mixing ratio lines). --- src/metpy/plots/skewt.py | 104 +++++++++++++++++++++++++++++++++++++-- 1 file changed, 101 insertions(+), 3 deletions(-) diff --git a/src/metpy/plots/skewt.py b/src/metpy/plots/skewt.py index a349067b9d3..ce42c9c685b 100644 --- a/src/metpy/plots/skewt.py +++ b/src/metpy/plots/skewt.py @@ -1,10 +1,10 @@ # Copyright (c) 2014,2015,2016,2017,2019 MetPy Developers. # Distributed under the terms of the BSD 3-Clause License. # SPDX-License-Identifier: BSD-3-Clause -"""Make Skew-T Log-P based plots. +"""Make thermodynamic diagrams. -Contain tools for making Skew-T Log-P plots, including the base plotting class, -`SkewT`, as well as a class for making a `Hodograph`. +Contain tools for making thermodynamic diagrams, including the base plotting class, +`SkewT`, derived `Stuve` and `Emagram` classes, and a class for making a `Hodograph`. """ from contextlib import ExitStack @@ -744,6 +744,104 @@ def shade_cin(self, pressure, t, t_parcel, dewpoint=None, **kwargs): **kwargs) +@exporter.export +class Stuve(SkewT): + r"""Make Stüve plots of data. + + Stüve plots are are a thermodynamic diagram with temperature on the x-axis and + pressure scaled by p^(R/cp)=p^0.286 on the y-axis. This class is derived from the + SkewT class and has the same capabilities for plotting data, wind barbs, + dry and saturated adiabats, and mixing ratio lines. + + Attributes + ---------- + ax : `matplotlib.axes.Axes` + The underlying Axes instance, which can be used for calling additional + plot functions (e.g. `axvline`) + + """ + + def __init__(self, fig=None, subplot=None, rect=None, aspect='auto'): + r"""Create Stüve plots. + + Parameters + ---------- + fig : matplotlib.figure.Figure, optional + Source figure to use for plotting. If none is given, a new + :class:`matplotlib.figure.Figure` instance will be created. + subplot : tuple[int, int, int] or `matplotlib.gridspec.SubplotSpec` instance, optional + Controls the size/position of the created subplot. This allows creating + the skewT as part of a collection of subplots. If subplot is a tuple, it + should conform to the specification used for + :meth:`matplotlib.figure.Figure.add_subplot`. The + :class:`matplotlib.gridspec.SubplotSpec` + can be created by using :class:`matplotlib.gridspec.GridSpec`. + rect : tuple[float, float, float, float], optional + Rectangle (left, bottom, width, height) in which to place the axes. This + allows the user to place the axes at an arbitrary point on the figure. + aspect : float, int, or Literal['auto'], optional + Aspect ratio (i.e. ratio of y-scale to x-scale) to maintain in the plot. + Defaults to ``'auto'`` which tells matplotlib to handle + the aspect ratio automatically. + + """ + super().__init__(fig=fig, rotation=0, subplot=subplot, rect=rect, aspect=aspect) + + # Forward (f) and inverse (g) functions for Stuve pressure coordinate scaling + def f(p): + return p**0.286 + + def g(p): + return p**(1 / 0.286) + + # Set the yaxis as Stuve + self.ax.set_yscale('function', functions=(f, g)) + + +@exporter.export +class Emagram(SkewT): + r"""Make Emagram plots of data. + + Emagram plots are T log-P thermodynamic diagrams. They differ from SkewT + in that the T axis is not skewed. This class is derived from the SkewT class and + has the same capabilities for plotting data, wind barbs, dry and saturated + adiabats, and mixing ratio lines. + + Attributes + ---------- + ax : `matplotlib.axes.Axes` + The underlying Axes instance, which can be used for calling additional + plot functions (e.g. `axvline`) + + """ + + def __init__(self, fig=None, subplot=None, rect=None, aspect='auto'): + r"""Create Emagram plots. + + Parameters + ---------- + fig : matplotlib.figure.Figure, optional + Source figure to use for plotting. If none is given, a new + :class:`matplotlib.figure.Figure` instance will be created. + subplot : tuple[int, int, int] or `matplotlib.gridspec.SubplotSpec` instance, optional + Controls the size/position of the created subplot. This allows creating + the skewT as part of a collection of subplots. If subplot is a tuple, it + should conform to the specification used for + :meth:`matplotlib.figure.Figure.add_subplot`. The + :class:`matplotlib.gridspec.SubplotSpec` + can be created by using :class:`matplotlib.gridspec.GridSpec`. + rect : tuple[float, float, float, float], optional + Rectangle (left, bottom, width, height) in which to place the axes. This + allows the user to place the axes at an arbitrary point on the figure. + aspect : float, int, or Literal['auto'], optional + Aspect ratio (i.e. ratio of y-scale to x-scale) to maintain in the plot. + Defaults to ``'auto'`` which tells matplotlib to handle + the aspect ratio automatically. + + """ + super().__init__(fig=fig, rotation=0, subplot=subplot, rect=rect, aspect=aspect) + + @exporter.export class Hodograph: r"""Make a hodograph of wind data. From 24d925f7348a66e58b451c20dbf6d306ce3526b6 Mon Sep 17 00:00:00 2001 From: Christopher Holmes Date: Mon, 9 Sep 2024 21:43:47 -0400 Subject: [PATCH 2/2] Add pytest for Stuve and Emagram New test files tests/plots/test_emagram.py tests/plots/test_stuve.py replicate the SkewT tests done in tests/plots/test_skewt.py Whitespace changes for linter. Signed-off-by: Christopher Holmes --- tests/plots/baseline/test_emagram_api.png | Bin 0 -> 90809 bytes .../baseline/test_emagram_arbitrary_rect.png | Bin 0 -> 7342 bytes .../test_emagram_default_aspect_empty.png | Bin 0 -> 166226 bytes .../plots/baseline/test_emagram_gridspec.png | Bin 0 -> 7179 bytes .../test_emagram_mixing_line_args.png | Bin 0 -> 166226 bytes .../baseline/test_emagram_shade_area.png | Bin 0 -> 31447 bytes .../baseline/test_emagram_shade_cape_cin.png | Bin 0 -> 31193 bytes tests/plots/baseline/test_emagram_subplot.png | Bin 0 -> 7141 bytes .../baseline/test_emagram_tight_bbox.png | Bin 0 -> 17716 bytes .../test_emagram_wide_aspect_ratio.png | Bin 0 -> 14071 bytes tests/plots/baseline/test_stuve_api.png | Bin 0 -> 99734 bytes .../baseline/test_stuve_arbitrary_rect.png | Bin 0 -> 6567 bytes .../test_stuve_default_aspect_empty.png | Bin 0 -> 172024 bytes tests/plots/baseline/test_stuve_gridspec.png | Bin 0 -> 6454 bytes .../baseline/test_stuve_mixing_line_args.png | Bin 0 -> 172024 bytes .../plots/baseline/test_stuve_shade_area.png | Bin 0 -> 32824 bytes .../baseline/test_stuve_shade_cape_cin.png | Bin 0 -> 32576 bytes tests/plots/baseline/test_stuve_subplot.png | Bin 0 -> 6429 bytes .../plots/baseline/test_stuve_tight_bbox.png | Bin 0 -> 13167 bytes .../baseline/test_stuve_wide_aspect_ratio.png | Bin 0 -> 14753 bytes tests/plots/test_skewt.py | 312 +++++++++++++++++- 21 files changed, 311 insertions(+), 1 deletion(-) create mode 100644 tests/plots/baseline/test_emagram_api.png create mode 100644 tests/plots/baseline/test_emagram_arbitrary_rect.png create mode 100644 tests/plots/baseline/test_emagram_default_aspect_empty.png create mode 100644 tests/plots/baseline/test_emagram_gridspec.png create mode 100644 tests/plots/baseline/test_emagram_mixing_line_args.png create mode 100644 tests/plots/baseline/test_emagram_shade_area.png create mode 100644 tests/plots/baseline/test_emagram_shade_cape_cin.png create mode 100644 tests/plots/baseline/test_emagram_subplot.png create mode 100644 tests/plots/baseline/test_emagram_tight_bbox.png create mode 100644 tests/plots/baseline/test_emagram_wide_aspect_ratio.png create mode 100644 tests/plots/baseline/test_stuve_api.png create mode 100644 tests/plots/baseline/test_stuve_arbitrary_rect.png create mode 100644 tests/plots/baseline/test_stuve_default_aspect_empty.png create mode 100644 tests/plots/baseline/test_stuve_gridspec.png create mode 100644 tests/plots/baseline/test_stuve_mixing_line_args.png create mode 100644 tests/plots/baseline/test_stuve_shade_area.png create mode 100644 tests/plots/baseline/test_stuve_shade_cape_cin.png create mode 100644 tests/plots/baseline/test_stuve_subplot.png create mode 100644 tests/plots/baseline/test_stuve_tight_bbox.png create mode 100644 tests/plots/baseline/test_stuve_wide_aspect_ratio.png diff --git a/tests/plots/baseline/test_emagram_api.png b/tests/plots/baseline/test_emagram_api.png new file mode 100644 index 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zfgxvx4WDcG^S;9%mm?z2YsmcbRHOv}QxITrcef!Z1@@rsMS)pFVGIo!V+8?;VGUvI zD0^7YM`-vmZXc|4iUHZlxE11dak)9YlQGSG!P3##E>89YQYOtz|ln!O$x-2!D6fPAMWQP^W9a)`-`Yym!Zcn3eQhfHUX4~J$vyzK?C5bJU1;8R4K)dIMCUjq+VJE0QKftrfUXq}Mz<(H_CWZR7D@*Y_cxNLtM}L60Pr|?gsqRju98!M^+72r~FMTfAl^%Nia}|pP zjJ`fAj!^b&TBFnYOW=e>#tpc~+oiQQ=%UniuM_B!BEIFf7i0(#gib#%aQCY!@pXnL z`~7G|wo#xHDQc8%0Ipg9e>_}mAWeGGr-PVgb7_!&UK{S<(2geM@F^HWOBF%|J^|MJ k*FU1s0REK?_n2Yt;gW_8c?1`{bBR*Cr6yY-W90w80F9(u+W-In literal 0 HcmV?d00001 diff --git a/tests/plots/test_skewt.py b/tests/plots/test_skewt.py index 2a66389a3f7..4f4b801a846 100644 --- a/tests/plots/test_skewt.py +++ b/tests/plots/test_skewt.py @@ -10,7 +10,7 @@ import numpy as np import pytest -from metpy.plots import Hodograph, SkewT +from metpy.plots import Emagram, Hodograph, SkewT, Stuve from metpy.testing import autoclose_figure, version_check from metpy.units import units @@ -576,3 +576,313 @@ def test_hodograph_range_with_units(): with autoclose_figure(figsize=(6, 6)) as fig: ax = fig.add_subplot(1, 1, 1) Hodograph(ax, component_range=60. * units.knots) + + +@pytest.mark.mpl_image_compare(remove_text=True, style='default', tolerance=0.069) +def test_stuve_api(): + """Test the Stuve API.""" + with matplotlib.rc_context({'axes.autolimit_mode': 'data'}): + fig = plt.figure(figsize=(9, 9)) + stuve = Stuve(fig, aspect='auto') + + # Plot the data using normal plotting functions, in this case using + # log scaling in Y, as dictated by the typical meteorological plot + p = np.linspace(1000, 100, 10) + t = np.linspace(20, -20, 10) + u = np.linspace(-10, 10, 10) + stuve.plot(p, t, 'r') + stuve.plot_barbs(p, u, u) + + stuve.ax.set_xlim(-20, 30) + stuve.ax.set_ylim(1000, 100) + + # Add the relevant special lines + stuve.plot_dry_adiabats() + stuve.plot_moist_adiabats() + stuve.plot_mixing_lines() + + # Call again to hit removal statements + stuve.plot_dry_adiabats() + stuve.plot_moist_adiabats() + stuve.plot_mixing_lines() + + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0., remove_text=True, style='default') +def test_stuve_default_aspect_empty(): + """Test Stuve with default aspect and no plots, only special lines.""" + fig = plt.figure(figsize=(12, 9)) + stuve = Stuve(fig) + stuve.plot_dry_adiabats() + stuve.plot_moist_adiabats() + stuve.plot_mixing_lines() + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0., remove_text=True, style='default') +def test_stuve_mixing_line_args(): + """Test plot_mixing_lines accepting kwargs for mixing ratio and pressure levels.""" + fig = plt.figure(figsize=(12, 9)) + stuve = Stuve(fig) + mlines = np.array([0.0004, 0.001, 0.002, 0.004, 0.007, 0.01, 0.016, 0.024, 0.032]) + press = units.Quantity(np.linspace(600, max(stuve.ax.get_ylim())), 'mbar') + stuve.plot_dry_adiabats() + stuve.plot_moist_adiabats() + stuve.plot_mixing_lines(mixing_ratio=mlines, pressure=press) + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0., remove_text=False, style='default', + savefig_kwargs={'bbox_inches': 'tight'}) +def test_stuve_tight_bbox(): + """Test Stuve when saved with `savefig(..., bbox_inches='tight')`.""" + fig = plt.figure(figsize=(12, 9)) + Stuve(fig) + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0.811, remove_text=True, style='default') +def test_stuve_subplot(): + """Test using Stuve on a sub-plot.""" + fig = plt.figure(figsize=(9, 9)) + Stuve(fig, subplot=(2, 2, 1), aspect='auto') + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0, remove_text=True, style='default') +def test_stuve_gridspec(): + """Test using Stuve on a GridSpec sub-plot.""" + fig = plt.figure(figsize=(9, 9)) + gs = GridSpec(1, 2) + Stuve(fig, subplot=gs[0, 1], aspect='auto') + return fig + + +def test_stuve_with_grid_enabled(): + """Test using Stuve when gridlines are already enabled (#271).""" + with plt.rc_context(rc={'axes.grid': True}): + # Also tests when we don't pass in Figure + s = Stuve(aspect='auto') + plt.close(s.ax.figure) + + +@pytest.mark.mpl_image_compare(tolerance=0., remove_text=True, style='default') +def test_stuve_arbitrary_rect(): + """Test placing the Stuve in an arbitrary rectangle.""" + fig = plt.figure(figsize=(9, 9)) + Stuve(fig, rect=(0.15, 0.35, 0.8, 0.3), aspect='auto') + return fig + + +@pytest.mark.mpl_image_compare(tolerance=.033, remove_text=True, style='default') +def test_stuve_shade_cape_cin(test_profile): + """Test shading CAPE and CIN on a Stuve plot.""" + p, t, td, tp = test_profile + + with matplotlib.rc_context({'axes.autolimit_mode': 'data'}): + fig = plt.figure(figsize=(9, 9)) + stuve = Stuve(fig, aspect='auto') + stuve.plot(p, t, 'r') + stuve.plot(p, tp, 'k') + stuve.shade_cape(p, t, tp) + stuve.shade_cin(p, t, tp, td) + stuve.ax.set_xlim(-50, 50) + stuve.ax.set_ylim(1000, 100) + + # This works around the fact that newer pint versions default to degrees_Celsius + stuve.ax.set_xlabel('degC') + + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0.033, remove_text=True, style='default') +def test_stuve_shade_area(test_profile): + """Test shading areas on a Stuve plot.""" + p, t, _, tp = test_profile + + with matplotlib.rc_context({'axes.autolimit_mode': 'data'}): + fig = plt.figure(figsize=(9, 9)) + stuve = Stuve(fig, aspect='auto') + stuve.plot(p, t, 'r') + stuve.plot(p, tp, 'k') + stuve.shade_area(p, t, tp) + stuve.ax.set_xlim(-50, 50) + stuve.ax.set_ylim(1000, 100) + + # This works around the fact that newer pint versions default to degrees_Celsius + stuve.ax.set_xlabel('degC') + + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0.039, remove_text=True, style='default') +def test_stuve_wide_aspect_ratio(test_profile): + """Test plotting a stuveT with a wide aspect ratio.""" + p, t, _, tp = test_profile + + fig = plt.figure(figsize=(12.5, 3)) + stuve = Stuve(fig, aspect='auto') + stuve.plot(p, t, 'r') + stuve.plot(p, tp, 'k') + stuve.ax.set_xlim(-30, 50) + stuve.ax.set_ylim(1050, 700) + + # This works around the fact that newer pint versions default to degrees_Celsius + stuve.ax.set_xlabel('degC') + return fig + + +@pytest.mark.mpl_image_compare(remove_text=True, style='default', tolerance=0.069) +def test_emagram_api(): + """Test the Emagram API.""" + with matplotlib.rc_context({'axes.autolimit_mode': 'data'}): + fig = plt.figure(figsize=(9, 9)) + emagram = Emagram(fig, aspect='auto') + + # Plot the data using normal plotting functions, in this case using + # log scaling in Y, as dictated by the typical meteorological plot + p = np.linspace(1000, 100, 10) + t = np.linspace(20, -20, 10) + u = np.linspace(-10, 10, 10) + emagram.plot(p, t, 'r') + emagram.plot_barbs(p, u, u) + + emagram.ax.set_xlim(-20, 30) + emagram.ax.set_ylim(1000, 100) + + # Add the relevant special lines + emagram.plot_dry_adiabats() + emagram.plot_moist_adiabats() + emagram.plot_mixing_lines() + + # Call again to hit removal statements + emagram.plot_dry_adiabats() + emagram.plot_moist_adiabats() + emagram.plot_mixing_lines() + + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0.001, remove_text=True, style='default') +def test_emagram_default_aspect_empty(): + """Test Emagram with default aspect and no plots, only special lines.""" + fig = plt.figure(figsize=(12, 9)) + emagram = Emagram(fig) + emagram.plot_dry_adiabats() + emagram.plot_moist_adiabats() + emagram.plot_mixing_lines() + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0.001, remove_text=True, style='default') +def test_emagram_mixing_line_args(): + """Test plot_mixing_lines accepting kwargs for mixing ratio and pressure levels.""" + fig = plt.figure(figsize=(12, 9)) + emagram = Emagram(fig) + mlines = np.array([0.0004, 0.001, 0.002, 0.004, 0.007, 0.01, 0.016, 0.024, 0.032]) + press = units.Quantity(np.linspace(600, max(emagram.ax.get_ylim())), 'mbar') + emagram.plot_dry_adiabats() + emagram.plot_moist_adiabats() + emagram.plot_mixing_lines(mixing_ratio=mlines, pressure=press) + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0., remove_text=False, style='default', + savefig_kwargs={'bbox_inches': 'tight'}) +def test_emagram_tight_bbox(): + """Test Emagram when saved with `savefig(..., bbox_inches='tight')`.""" + fig = plt.figure(figsize=(12, 9)) + Emagram(fig) + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0.811, remove_text=True, style='default') +def test_emagram_subplot(): + """Test using Emagram on a sub-plot.""" + fig = plt.figure(figsize=(9, 9)) + Emagram(fig, subplot=(2, 2, 1), aspect='auto') + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0, remove_text=True, style='default') +def test_emagram_gridspec(): + """Test using Emagram on a GridSpec sub-plot.""" + fig = plt.figure(figsize=(9, 9)) + gs = GridSpec(1, 2) + Emagram(fig, subplot=gs[0, 1], aspect='auto') + return fig + + +def test_emagram_with_grid_enabled(): + """Test using Emagram when gridlines are already enabled (#271).""" + with plt.rc_context(rc={'axes.grid': True}): + # Also tests when we don't pass in Figure + s = Emagram(aspect='auto') + plt.close(s.ax.figure) + + +@pytest.mark.mpl_image_compare(tolerance=0., remove_text=True, style='default') +def test_emagram_arbitrary_rect(): + """Test placing the Emagram in an arbitrary rectangle.""" + fig = plt.figure(figsize=(9, 9)) + Emagram(fig, rect=(0.15, 0.35, 0.8, 0.3), aspect='auto') + return fig + + +@pytest.mark.mpl_image_compare(tolerance=.033, remove_text=True, style='default') +def test_emagram_shade_cape_cin(test_profile): + """Test shading CAPE and CIN on an Emagram plot.""" + p, t, td, tp = test_profile + + with matplotlib.rc_context({'axes.autolimit_mode': 'data'}): + fig = plt.figure(figsize=(9, 9)) + emagram = Emagram(fig, aspect='auto') + emagram.plot(p, t, 'r') + emagram.plot(p, tp, 'k') + emagram.shade_cape(p, t, tp) + emagram.shade_cin(p, t, tp, td) + emagram.ax.set_xlim(-50, 50) + emagram.ax.set_ylim(1000, 100) + + # This works around the fact that newer pint versions default to degrees_Celsius + emagram.ax.set_xlabel('degC') + + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0.033, remove_text=True, style='default') +def test_emagram_shade_area(test_profile): + """Test shading areas on an Emagram plot.""" + p, t, _, tp = test_profile + + with matplotlib.rc_context({'axes.autolimit_mode': 'data'}): + fig = plt.figure(figsize=(9, 9)) + emagram = Emagram(fig, aspect='auto') + emagram.plot(p, t, 'r') + emagram.plot(p, tp, 'k') + emagram.shade_area(p, t, tp) + emagram.ax.set_xlim(-50, 50) + emagram.ax.set_ylim(1000, 100) + + # This works around the fact that newer pint versions default to degrees_Celsius + emagram.ax.set_xlabel('degC') + + return fig + + +@pytest.mark.mpl_image_compare(tolerance=0.039, remove_text=True, style='default') +def test_emagram_wide_aspect_ratio(test_profile): + """Test plotting an Emagram with a wide aspect ratio.""" + p, t, _, tp = test_profile + + fig = plt.figure(figsize=(12.5, 3)) + emagram = Emagram(fig, aspect='auto') + emagram.plot(p, t, 'r') + emagram.plot(p, tp, 'k') + emagram.ax.set_xlim(-30, 50) + emagram.ax.set_ylim(1050, 700) + + # This works around the fact that newer pint versions default to degrees_Celsius + emagram.ax.set_xlabel('degC') + return fig