Add Least Squares slope function

Added a math module in utilities that contains a slope function
able to compute the slope of the best Least Squares curve fit
given a series of [x,y] values.

Implemented a test harness for this math module in the tests/utilities
section.

Change-Id: If4d63af092d0904b2269c5ee0991e18ab84533c0
JIRA: STORPERF-54
JIRA: STORPERF-55
JIRA: STORPERF-51
Signed-off-by: Tim Rault <tim.rault@cengn.ca>

1 files changed, 66 insertions, 0 deletions

diff --git a/storperf/tests/utilities/math.py b/storperf/tests/utilities/math.py
new file mode 100644
index 0000000..c78538d
--- /dev/null
+++ b/storperf/tests/utilities/math.py
@@ -0,0 +1,66 @@
+##############################################################################
+# Copyright (c) 2016 CENGN and others.
+#
+# All rights reserved. This program and the accompanying materials
+# are made available under the terms of the Apache License, Version 2.0
+# which accompanies this distribution, and is available at
+# http://www.apache.org/licenses/LICENSE-2.0
+##############################################################################
+import unittest
+from storperf.utilities.math import math
+
+class MathTest(unittest.TestCase):
+
+    def setUp(self):
+        unittest.TestCase.setUp(self)
+        pass
+
+    def test_slope_empty_series(self):
+        expected = 0
+        actual = math.slope([])
+        self.assertEqual(expected, actual)
+
+    def test_slope_integer_series(self):
+        expected = 1.4
+        actual = math.slope([[1,6], [2,5], [3,7], [4,10]])
+        self.assertEqual(expected, actual)
+
+    def test_slope_decimal_series(self):
+        expected = 1.4
+        actual = math.slope([[1.0,6.0], [2.0,5.0], [3.0,7.0], [4.0,10.0]])
+        self.assertEqual(expected, actual)
+
+    def test_slope_decimal_integer_mix(self):
+        expected = 1.4
+        actual = math.slope([[1.0,6], [2,5.0], [3,7], [4.0,10]])
+        self.assertEqual(expected, actual)
+
+    def test_slope_negative_y_series(self):
+        expected = 2
+        actual = math.slope([[1.0,-2], [2,2], [3,2]])
+        self.assertEqual(expected, actual)
+
+    def test_slope_negative_x_series(self):
+        expected = 1.4
+        actual = math.slope([[-24,6.0], [-23,5], [-22,7.0], [-21,10]])
+        self.assertEqual(expected, actual)
+
+    def test_slope_out_of_order_series(self):
+        expected = 1.4
+        actual = math.slope([[2,5.0], [4,10], [3.0,7], [1,6]])
+        self.assertEqual(expected, actual)
+
+    def test_slope_0_in_y(self):
+        expected = -0.5
+        actual = math.slope([[15.5,1], [16.5,0], [17.5,0]])
+        self.assertEqual(expected, actual)
+
+    def test_slope_0_in_x(self):
+        expected = 1.4
+        actual = math.slope([[0,6.0], [1,5], [2,7], [3,10]])
+        self.assertEqual(expected, actual)
+
+    def test_slope_0_in_x_and_y(self):
+        expected = 1.5
+        actual = math.slope([[0.0,0], [1,1], [2,3]])
+        self.assertEqual(expected, actual)