comparison tests/test_map_and_average.py @ 18:ed109218dd4b branch-tests

rename result scripts and more tests

+# -*- coding: utf-8 -*-
+"""
+Created on Fri Sep  1 19:11:52 2017
+
+@author: mariapanteli
+"""
+
+import pytest
+
+import numpy as np
+
+import scripts.map_and_average as map_and_average
+
+
+def test_remove_inds():
+    labels = np.array(['a', 'a', 'b', 'unknown'])
+    features = np.array([[0, 1], [0,2], [0, 3], [0, 4]])
+    audiolabels = np.array(['a', 'b', 'c', 'd'])
+    features, labels, audiolabels = map_and_average.remove_inds(features, labels, audiolabels)
+    assert len(features) == 3 and len(labels) == 3 and len(audiolabels) == 3
+
+
+def test_remove_inds():
+    labels = np.array(['a', 'a', 'b', 'unknown'])
+    features = np.array([[0, 1], [0,2], [0, 3], [0, 4]])
+    audiolabels = np.array(['a', 'b', 'c', 'd'])
+    features, labels, audiolabels = map_and_average.remove_inds(features, labels, audiolabels)
+    features_true = np.array([[0, 1], [0,2], [0, 3]])
+    assert np.array_equal(features, features_true)
+
+
+def test_averageframes():
+    classlabels = np.array(['a', 'a', 'b', 'b', 'b'])
+    features = np.array([[0, 1], [0,2], [0, 1], [1, 1], [2, 1]])
+    audiolabels = np.array(['a', 'a', 'b', 'b', 'b'])
+    feat, audio, labels = map_and_average.averageframes(features, audiolabels, classlabels)
+    feat_true = np.array([[0, 0.5], [1, 1]])