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# Copyright (c) 2008-2015 MetPy Developers. |
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# Distributed under the terms of the BSD 3-Clause License. |
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# SPDX-License-Identifier: BSD-3-Clause |
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"""Tests for the `station_plot` module.""" |
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import matplotlib |
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import matplotlib.pyplot as plt |
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import numpy as np |
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import pytest |
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from metpy.plots import nws_layout, simple_layout, StationPlot, StationPlotLayout |
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from metpy.plots.wx_symbols import high_clouds, sky_cover |
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# Fixtures to make sure we have the right backend and consistent round |
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from metpy.testing import patch_round, set_agg_backend # noqa: F401 |
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from metpy.units import units |
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MPL_VERSION = matplotlib.__version__[:3] |
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View Code Duplication |
@pytest.mark.mpl_image_compare(tolerance={'1.5': 0.04625, '1.4': 4.1}.get(MPL_VERSION, 0.0033), |
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savefig_kwargs={'dpi': 300}, remove_text=True) |
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def test_stationplot_api(): |
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"""Test the StationPlot API.""" |
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fig = plt.figure(figsize=(9, 9)) |
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# testing data |
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x = np.array([1, 5]) |
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y = np.array([2, 4]) |
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# Make the plot |
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sp = StationPlot(fig.add_subplot(1, 1, 1), x, y, fontsize=16) |
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sp.plot_barb([20, 0], [0, -50]) |
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sp.plot_text('E', ['KOKC', 'ICT'], color='blue') |
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sp.plot_parameter('NW', [10.5, 15], color='red') |
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sp.plot_symbol('S', [5, 7], high_clouds, color='green') |
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sp.ax.set_xlim(0, 6) |
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sp.ax.set_ylim(0, 6) |
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return fig |
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View Code Duplication |
@pytest.mark.mpl_image_compare(tolerance={'1.5': 0.05974, '1.4': 3.7}.get(MPL_VERSION, 0.0033), |
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savefig_kwargs={'dpi': 300}, remove_text=True) |
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def test_station_plot_replace(): |
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"""Test that locations are properly replaced.""" |
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fig = plt.figure(figsize=(3, 3)) |
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# testing data |
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x = np.array([1]) |
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y = np.array([1]) |
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# Make the plot |
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sp = StationPlot(fig.add_subplot(1, 1, 1), x, y, fontsize=16) |
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sp.plot_barb([20], [0]) |
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sp.plot_barb([5], [0]) |
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sp.plot_parameter('NW', [10.5], color='red') |
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sp.plot_parameter('NW', [20], color='blue') |
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sp.ax.set_xlim(-3, 3) |
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sp.ax.set_ylim(-3, 3) |
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return fig |
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@pytest.mark.mpl_image_compare(tolerance={'1.5': 0.036, '1.4': 2.02}.get(MPL_VERSION, 0.00321), |
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savefig_kwargs={'dpi': 300}, remove_text=True) |
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def test_stationlayout_api(): |
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"""Test the StationPlot API.""" |
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fig = plt.figure(figsize=(9, 9)) |
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# testing data |
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x = np.array([1, 5]) |
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y = np.array([2, 4]) |
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data = dict() |
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data['temp'] = np.array([32., 212.]) * units.degF |
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data['u'] = np.array([2, 0]) * units.knots |
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data['v'] = np.array([0, 5]) * units.knots |
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data['stid'] = ['KDEN', 'KSHV'] |
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data['cover'] = [3, 8] |
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# Set up the layout |
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layout = StationPlotLayout() |
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layout.add_barb('u', 'v', units='knots') |
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layout.add_value('NW', 'temp', fmt='0.1f', units=units.degC, color='darkred') |
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layout.add_symbol('C', 'cover', sky_cover, color='magenta') |
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layout.add_text((0, 2), 'stid', color='darkgrey') |
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layout.add_value('NE', 'dewpt', color='green') # This should be ignored |
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# Make the plot |
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sp = StationPlot(fig.add_subplot(1, 1, 1), x, y, fontsize=12) |
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layout.plot(sp, data) |
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sp.ax.set_xlim(0, 6) |
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sp.ax.set_ylim(0, 6) |
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return fig |
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def test_station_layout_odd_data(): |
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"""Test more corner cases with data passed in.""" |
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fig = plt.figure(figsize=(9, 9)) |
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# Set up test layout |
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layout = StationPlotLayout() |
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layout.add_barb('u', 'v') |
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layout.add_value('W', 'temperature', units='degF') |
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# Now only use data without wind and no units |
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data = dict(temperature=[25.]) |
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# Make the plot |
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sp = StationPlot(fig.add_subplot(1, 1, 1), [1], [2], fontsize=12) |
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layout.plot(sp, data) |
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assert True |
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def test_station_layout_replace(): |
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"""Test that layout locations are replaced.""" |
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layout = StationPlotLayout() |
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layout.add_text('E', 'temperature') |
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layout.add_value('E', 'dewpoint') |
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assert 'E' in layout |
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assert layout['E'][0] is StationPlotLayout.PlotTypes.value |
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assert layout['E'][1] == 'dewpoint' |
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def test_station_layout_names(): |
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"""Test getting station layout names.""" |
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layout = StationPlotLayout() |
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layout.add_barb('u', 'v') |
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layout.add_text('E', 'stid') |
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layout.add_value('W', 'temp') |
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layout.add_symbol('C', 'cover', lambda x: x) |
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assert sorted(layout.names()) == ['cover', 'stid', 'temp', 'u', 'v'] |
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@pytest.mark.mpl_image_compare(tolerance={'1.5': 0.05447, '1.4': 3.0}.get(MPL_VERSION, 0.0039), |
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savefig_kwargs={'dpi': 300}, remove_text=True) |
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def test_simple_layout(): |
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"""Test metpy's simple layout for station plots.""" |
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fig = plt.figure(figsize=(9, 9)) |
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# testing data |
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x = np.array([1, 5]) |
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y = np.array([2, 4]) |
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data = dict() |
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data['air_temperature'] = np.array([32., 212.]) * units.degF |
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data['dew_point_temperature'] = np.array([28., 80.]) * units.degF |
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data['air_pressure_at_sea_level'] = np.array([29.92, 28.00]) * units.inHg |
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data['eastward_wind'] = np.array([2, 0]) * units.knots |
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data['northward_wind'] = np.array([0, 5]) * units.knots |
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data['cloud_coverage'] = [3, 8] |
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data['present_weather'] = [65, 75] |
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data['unused'] = [1, 2] |
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# Make the plot |
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sp = StationPlot(fig.add_subplot(1, 1, 1), x, y, fontsize=12) |
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simple_layout.plot(sp, data) |
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sp.ax.set_xlim(0, 6) |
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sp.ax.set_ylim(0, 6) |
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return fig |
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@pytest.mark.mpl_image_compare(tolerance={'1.5': 0.1474, '1.4': 7.02}.get(MPL_VERSION, 0.0113), |
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savefig_kwargs={'dpi': 300}, remove_text=True) |
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def test_nws_layout(): |
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"""Test metpy's NWS layout for station plots.""" |
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fig = plt.figure(figsize=(3, 3)) |
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# testing data |
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x = np.array([1]) |
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y = np.array([2]) |
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data = dict() |
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data['air_temperature'] = np.array([77]) * units.degF |
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data['dew_point_temperature'] = np.array([71]) * units.degF |
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data['air_pressure_at_sea_level'] = np.array([999.8]) * units('mbar') |
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data['eastward_wind'] = np.array([15.]) * units.knots |
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data['northward_wind'] = np.array([15.]) * units.knots |
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data['cloud_coverage'] = [7] |
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data['present_weather'] = [80] |
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data['high_cloud_type'] = [1] |
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data['medium_cloud_type'] = [3] |
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data['low_cloud_type'] = [2] |
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data['visibility_in_air'] = np.array([5.]) * units.mile |
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data['tendency_of_air_pressure'] = np.array([-0.3]) * units('mbar') |
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data['tendency_of_air_pressure_symbol'] = [8] |
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# Make the plot |
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sp = StationPlot(fig.add_subplot(1, 1, 1), x, y, fontsize=12, spacing=16) |
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nws_layout.plot(sp, data) |
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sp.ax.set_xlim(0, 3) |
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sp.ax.set_ylim(0, 3) |
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return fig |
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@pytest.mark.mpl_image_compare(tolerance={'1.4': 6.68}.get(MPL_VERSION, 1.05), |
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remove_text=True) |
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def test_plot_text_fontsize(): |
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"""Test changing fontsize in plot_text.""" |
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fig = plt.figure(figsize=(3, 3)) |
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ax = plt.subplot(1, 1, 1) |
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# testing data |
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x = np.array([1]) |
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y = np.array([2]) |
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# Make the plot |
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sp = StationPlot(ax, x, y, fontsize=36) |
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sp.plot_text('NW', ['72'], fontsize=24) |
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sp.plot_text('SW', ['60'], fontsize=4) |
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sp.ax.set_xlim(0, 3) |
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sp.ax.set_ylim(0, 3) |
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return fig |
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def test_layout_str(): |
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"""Test layout string representation.""" |
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layout = StationPlotLayout() |
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layout.add_barb('u', 'v') |
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layout.add_text('E', 'stid') |
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layout.add_value('W', 'temp') |
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layout.add_symbol('C', 'cover', lambda x: x) |
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assert str(layout) == ('{C: (symbol, cover, ...), E: (text, stid, ...), ' |
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'W: (value, temp, ...), barb: (barb, (\'u\', \'v\'), ...)}') |
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