From 0402cf98e997d1fa5f9da1c60bcbe1f0ddcf72e4 Mon Sep 17 00:00:00 2001 From: mzwiessele Date: Sun, 4 Oct 2015 18:22:21 +0100 Subject: [PATCH] [testing] harder then expected to test image files against each other.... --- GPy/testing/plotting_tests.py | 60 +- .../plotting_tests/baseline/gp_class_.pdf | Bin 10606 -> 2111 bytes .../plotting_tests/baseline/gp_class_.svg | 71 + .../plotting_tests/baseline/gp_class_link.pdf | Bin 10606 -> 6648 bytes .../plotting_tests/baseline/gp_class_link.svg | 432 + .../plotting_tests/baseline/gp_class_raw.pdf | Bin 13036 -> 1817 bytes .../plotting_tests/baseline/gp_class_raw.svg | 60 + .../baseline/gp_class_raw_link.pdf | Bin 13228 -> 192918 bytes .../baseline/gp_class_raw_link.svg | 27967 ++++++++++++++++ .../plotting_tests/baseline/gp_conf.pdf | Bin 11929 -> 6648 bytes .../plotting_tests/baseline/gp_conf.svg | 432 + .../plotting_tests/baseline/gp_data.pdf | Bin 7296 -> 2111 bytes .../plotting_tests/baseline/gp_data.svg | 71 + .../plotting_tests/baseline/gp_density.pdf | Bin 198260 -> 192918 bytes .../plotting_tests/baseline/gp_density.svg | 27967 ++++++++++++++++ .../plotting_tests/baseline/gp_error.pdf | Bin 8735 -> 3667 bytes .../plotting_tests/baseline/gp_error.svg | 235 + .../plotting_tests/baseline/gp_mean.pdf | Bin 6928 -> 1817 bytes .../plotting_tests/baseline/gp_mean.svg | 60 + .../baseline/sparse_gp_class_.pdf | Bin 10914 -> 2111 bytes .../baseline/sparse_gp_class_.svg | 71 + .../baseline/sparse_gp_class_link.pdf | Bin 10914 -> 6648 bytes .../baseline/sparse_gp_class_link.svg | 432 + .../baseline/sparse_gp_class_raw.pdf | Bin 12799 -> 1817 bytes .../baseline/sparse_gp_class_raw.svg | 60 + .../baseline/sparse_gp_class_raw_link.pdf | Bin 13632 -> 192918 bytes .../baseline/sparse_gp_class_raw_link.svg | 27967 ++++++++++++++++ .../baseline/sparse_gp_conf.pdf | Bin 12096 -> 6648 bytes .../baseline/sparse_gp_conf.svg | 432 + .../baseline/sparse_gp_data.pdf | Bin 7319 -> 2111 bytes .../baseline/sparse_gp_data.svg | 71 + .../baseline/sparse_gp_density.pdf | Bin 205482 -> 192918 bytes .../baseline/sparse_gp_density.svg | 27967 ++++++++++++++++ .../baseline/sparse_gp_error.pdf | Bin 8796 -> 3667 bytes .../baseline/sparse_gp_error.svg | 235 + .../baseline/sparse_gp_inducing.pdf | Bin 7178 -> 5550 bytes .../baseline/sparse_gp_inducing.svg | 552 + .../baseline/sparse_gp_mean.pdf | Bin 7158 -> 1817 bytes .../baseline/sparse_gp_mean.svg | 60 + 39 files changed, 115188 insertions(+), 14 deletions(-) create mode 100644 GPy/testing/plotting_tests/baseline/gp_class_.svg create mode 100644 GPy/testing/plotting_tests/baseline/gp_class_link.svg create mode 100644 GPy/testing/plotting_tests/baseline/gp_class_raw.svg create mode 100644 GPy/testing/plotting_tests/baseline/gp_class_raw_link.svg create mode 100644 GPy/testing/plotting_tests/baseline/gp_conf.svg create mode 100644 GPy/testing/plotting_tests/baseline/gp_data.svg create mode 100644 GPy/testing/plotting_tests/baseline/gp_density.svg create mode 100644 GPy/testing/plotting_tests/baseline/gp_error.svg create mode 100644 GPy/testing/plotting_tests/baseline/gp_mean.svg create mode 100644 GPy/testing/plotting_tests/baseline/sparse_gp_class_.svg create mode 100644 GPy/testing/plotting_tests/baseline/sparse_gp_class_link.svg create mode 100644 GPy/testing/plotting_tests/baseline/sparse_gp_class_raw.svg create mode 100644 GPy/testing/plotting_tests/baseline/sparse_gp_class_raw_link.svg create mode 100644 GPy/testing/plotting_tests/baseline/sparse_gp_conf.svg create mode 100644 GPy/testing/plotting_tests/baseline/sparse_gp_data.svg create mode 100644 GPy/testing/plotting_tests/baseline/sparse_gp_density.svg create mode 100644 GPy/testing/plotting_tests/baseline/sparse_gp_error.svg create mode 100644 GPy/testing/plotting_tests/baseline/sparse_gp_inducing.svg create mode 100644 GPy/testing/plotting_tests/baseline/sparse_gp_mean.svg diff --git a/GPy/testing/plotting_tests.py b/GPy/testing/plotting_tests.py index 563df084..872c84b1 100644 --- a/GPy/testing/plotting_tests.py +++ b/GPy/testing/plotting_tests.py @@ -30,15 +30,16 @@ import numpy as np import GPy, os, sys from nose import SkipTest +import unittest try: - from matplotlib import cbook + from matplotlib import cbook, pyplot as plt import matplotlib matplotlib.rcParams['text.usetex'] = False except: raise SkipTest("Matplotlib not installed, not testing plots") -extensions = ['pdf'] +extensions = ['svg', 'pdf'] def _image_directories(func): """ @@ -62,13 +63,44 @@ def _image_directories(func): return baseline_dir, result_dir -import matplotlib.testing.decorators -matplotlib.testing.decorators._image_directories = _image_directories -from matplotlib.testing.decorators import image_comparison -import matplotlib.pyplot as plt -@image_comparison(baseline_images=['gp_{}'.format(sub) for sub in ["data", "mean", 'conf', 'density', 'error']], extensions=extensions) -def testPlot(): +def sequenceEqual(a, b): + assert len(a) == len(b), "Sequences not same length" + for i, [x, y], in enumerate(zip(a, b)): + assert x == y, "element not matching {}".format(i) + +def notFound(path): + raise IOError('File {} not in baseline') + +class test_image_comparison(object): + def __init__(self, baseline_images=[], extensions=['pdf','svg','ong']): + self.baseline_images = baseline_images + self.extensions = extensions + self.f = None + + def __call__(self, func): + self.baseline_dir, self.result_dir = _image_directories(func) + def test_wrap(): + func() + for num, base in zip(plt.get_fignums(), self.baseline_images): + for ext in self.extensions: + fig = plt.figure(num) + fig.axes[0].set_axis_off() + fig.set_frameon(False) + fig.savefig(os.path.join(self.result_dir, "{}.{}".format(base, ext)), frameon=False) + print os.path.join(self.result_dir, "{}.{}".format(base, ext)) + with open(os.path.join(self.result_dir, "{}.{}".format(base, ext)), 'r') as f: + try: + with open(os.path.join(self.baseline_dir, "{}.{}".format(base, ext)), 'r') as b: + yield sequenceEqual, f.read(), b.read() + except: + yield notFound, os.path.join(self.baseline_dir, "{}.{}".format(base, ext)) + #plt.close(num) + + return test_wrap + +@test_image_comparison(baseline_images=['gp_{}'.format(sub) for sub in ["data", "mean", 'conf', 'density', 'error']], extensions=extensions) +def Plot(self=None): np.random.seed(11111) X = np.random.uniform(0, 1, (40, 1)) f = .2 * np.sin(1.3*X) + 1.3*np.cos(2*X) @@ -81,8 +113,8 @@ def testPlot(): m.plot_density() m.plot_errorbars_trainset() -@image_comparison(baseline_images=['sparse_gp_{}'.format(sub) for sub in ["data", "mean", 'conf', 'density', 'error', 'inducing']], extensions=extensions) -def testPlotSparse(): +@test_image_comparison(baseline_images=['sparse_gp_{}'.format(sub) for sub in ["data", "mean", 'conf', 'density', 'error', 'inducing']], extensions=extensions) +def PlotSparse(self=None): np.random.seed(11111) X = np.random.uniform(0, 1, (40, 1)) f = .2 * np.sin(1.3*X) + 1.3*np.cos(2*X) @@ -96,8 +128,8 @@ def testPlotSparse(): m.plot_errorbars_trainset() m.plot_inducing() -@image_comparison(baseline_images=['gp_class_{}'.format(sub) for sub in ["", "raw", 'link', 'raw_link']], extensions=extensions) -def testPlotClassification(): +@test_image_comparison(baseline_images=['gp_class_{}'.format(sub) for sub in ["", "raw", 'link', 'raw_link']], extensions=extensions) +def PlotClassification(self=None): np.random.seed(11111) X = np.random.uniform(0, 1, (40, 1)) f = .2 * np.sin(1.3*X) + 1.3*np.cos(2*X) @@ -109,8 +141,8 @@ def testPlotClassification(): m.plot(plot_raw=False, apply_link=True) m.plot(plot_raw=True, apply_link=True) -@image_comparison(baseline_images=['sparse_gp_class_{}'.format(sub) for sub in ["", "raw", 'link', 'raw_link']], extensions=extensions) -def testPlotSparseClassification(): +@test_image_comparison(baseline_images=['sparse_gp_class_{}'.format(sub) for sub in ["", "raw", 'link', 'raw_link']], extensions=extensions) +def PlotSparseClassification(self=None): np.random.seed(11111) X = np.random.uniform(0, 1, (40, 1)) f = .2 * np.sin(1.3*X) + 1.3*np.cos(2*X) diff --git a/GPy/testing/plotting_tests/baseline/gp_class_.pdf b/GPy/testing/plotting_tests/baseline/gp_class_.pdf index 1c8fa42c2ccef8e12188fe2de31025fe57628cb5..e3474fcd7219e02596c03aeaaa5433391f1d94b5 100644 GIT binary patch delta 1104 zcmaDCv|nI@2_w6ag@uBVq1j|>#?t!SP|Lm$LxHouMfN#}Z`HSCPf+4(5D*etp!o2Y zO?d-{m-5-3{in*V-qv~k`|;n8W%v4@1}gpuQnn59s;#THoqzuP;UzhXg>H7X`W9`S zZ6VgVKTOK*`S{X-Al)(*hK5H-w)#`+_^dF+Lp&hZYmnqr$uk{nCS0SoV92=mk>|xy+xbk z_#_U0estkRfa?q8z`JX+_X=g%&dE1FfA9g<%CkpK2{P}zD6p-7)uin8Ol2K&1zk_Y zV-0cabK0DbFFR-ZdW(Ok)b5HeQ{rdkNVp_!HJk6ZG{#hwOJgC2sNv*Uy~`VfwcH|P zvUr?y^_nMb-(0VpImeh`UQ$4Mm)Qzmi>l*y74mf>a<{zy_Nd4s_VKe5dsulZ%OldFF-_Sh=FV8fWy@zxZjyCn8doES zfS@yD^z;b}L=8jlizuuSsMlYue4P1sx$?D2k!`O--?DP9xOz6A#pjr)^_BcXtE&S0 z+#7@+&x*gqaz4`hP~B;R8~dbo_8q9TWtp(tTFho+78}1@|NYIv{+D=LC7u}GTW-6q 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