From 8f9c29514aa41562ca8e4b5783805814be60370a Mon Sep 17 00:00:00 2001 From: Rebecca Bilbro Date: Thu, 11 Jun 2020 14:09:35 -0400 Subject: [PATCH 1/2] Fix some deprecation warnings (including sklearn.metrics) (#1072) * fix deprecation warnings, closes #1001 * bump the windows tols for Cooks distance image comparisons * update baseline images now that we're using the optimized stem plot --- .../test_influence/test_cooks_distance.png | Bin 8946 -> 8409 bytes .../test_cooks_distance_quickmethod.png | Bin 12383 -> 12327 bytes .../test_influence/test_numpy_integration.png | Bin 15528 -> 11934 bytes .../test_pandas_integration.png | Bin 15528 -> 11934 bytes tests/test_classifier/test_threshold.py | 2 +- tests/test_cluster/test_elbow.py | 2 +- tests/test_regressor/test_alphas.py | 2 +- .../classifier/class_prediction_error.py | 2 +- yellowbrick/classifier/rocauc.py | 3 +-- yellowbrick/regressor/influence.py | 3 ++- 10 files changed, 7 insertions(+), 7 deletions(-) diff --git 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numpy.testing.utils import assert_array_equal +from numpy.testing import assert_array_equal from sklearn.base import ClassifierMixin from sklearn.svm import LinearSVC, NuSVC diff --git a/tests/test_cluster/test_elbow.py b/tests/test_cluster/test_elbow.py index 7885ccb5e..9e4247fcd 100644 --- a/tests/test_cluster/test_elbow.py +++ b/tests/test_cluster/test_elbow.py @@ -23,7 +23,7 @@ import matplotlib.pyplot as plt from scipy.sparse import csc_matrix, csr_matrix -from numpy.testing.utils import assert_array_almost_equal +from numpy.testing import assert_array_almost_equal from sklearn.datasets import make_blobs from sklearn.cluster import KMeans, MiniBatchKMeans diff --git a/tests/test_regressor/test_alphas.py b/tests/test_regressor/test_alphas.py index 54bdddf38..09d8ca110 100644 --- a/tests/test_regressor/test_alphas.py +++ b/tests/test_regressor/test_alphas.py @@ -22,7 +22,7 @@ import numpy as np from tests.base import VisualTestCase -from numpy.testing.utils import assert_array_equal +from numpy.testing import assert_array_equal from yellowbrick.datasets import load_energy from yellowbrick.exceptions import YellowbrickTypeError diff --git a/yellowbrick/classifier/class_prediction_error.py b/yellowbrick/classifier/class_prediction_error.py index e31120c9a..fd9b6b339 100644 --- a/yellowbrick/classifier/class_prediction_error.py +++ b/yellowbrick/classifier/class_prediction_error.py @@ -21,7 +21,7 @@ import numpy as np from sklearn.utils.multiclass import unique_labels -from sklearn.metrics.classification import _check_targets +from sklearn.metrics._classification import _check_targets from yellowbrick.draw import bar_stack from yellowbrick.classifier.base import ClassificationScoreVisualizer diff --git a/yellowbrick/classifier/rocauc.py b/yellowbrick/classifier/rocauc.py index 0ff4bf635..c0af4e31a 100644 --- a/yellowbrick/classifier/rocauc.py +++ b/yellowbrick/classifier/rocauc.py @@ -21,7 +21,6 @@ import numpy as np -from scipy import interp from sklearn.metrics import auc, roc_curve from sklearn.preprocessing import label_binarize from sklearn.utils.multiclass import type_of_target @@ -497,7 +496,7 @@ def _score_macro_average(self, n_classes): # Compute the averages per class for i in range(n_classes): - avg_tpr += interp(all_fpr, self.fpr[i], self.tpr[i]) + avg_tpr += np.interp(all_fpr, self.fpr[i], self.tpr[i]) # Finalize the average avg_tpr /= n_classes diff --git a/yellowbrick/regressor/influence.py b/yellowbrick/regressor/influence.py index ee5017ea7..b3b5ff6e9 100644 --- a/yellowbrick/regressor/influence.py +++ b/yellowbrick/regressor/influence.py @@ -180,7 +180,8 @@ def draw(self): """ # Draw a stem plot with the influence for each instance _, _, baseline = self.ax.stem( - self.distance_, linefmt=self.linefmt, markerfmt=self.markerfmt + self.distance_, linefmt=self.linefmt, markerfmt=self.markerfmt, + use_line_collection=True ) # No padding on either side of the instance index From 55bec563930481652ee6474e24e8fd38c2c8c37b Mon Sep 17 00:00:00 2001 From: Rebecca Bilbro Date: Thu, 11 Jun 2020 23:53:55 -0400 Subject: [PATCH 2/2] bump pandas coverage to >=1 in test requirements (#1075) Co-authored-by: pdamodaran --- tests/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/requirements.txt b/tests/requirements.txt index e2f07d542..a945d1685 100644 --- a/tests/requirements.txt +++ b/tests/requirements.txt @@ -15,6 +15,6 @@ coverage>=4.5.2 # Optional Testing Dependencies nltk>=3.2 # spacy>=2.0.18 -pandas>=0.20,<1 +pandas>=1.0.4 umap-learn==0.3.9 # reminder to bump periodically!