PERF: RangeIndex.is_monotonic_inc/dec

Author: sinhrks <[email protected]> Closes #13749 from sinhrks/perf_range and squashes the following commits: 8e25563 [sinhrks] PERF: RangeIndex.is_monotonic_inc/dec
pandas-dev · Jul 25, 2016 · 3fdcea6 · 3fdcea6
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diff --git a/doc/source/whatsnew/v0.19.0.txt b/doc/source/whatsnew/v0.19.0.txt
@@ -659,6 +659,7 @@ Performance Improvements
 - Improved performance of ``DataFrameGroupBy.transform`` (:issue:`12737`)
 - Improved performance of ``Index`` and ``Series`` ``.duplicated`` (:issue:`10235`)
 - Improved performance of ``Index.difference`` (:issue:`12044`)
+- Improved performance of ``RangeIndex.is_monotonic_increasing`` and ``is_monotonic_decreasing`` (:issue:`13749`)
 - Improved performance of datetime string parsing in ``DatetimeIndex`` (:issue:`13692`)
 - Improved performance of hashing ``Period`` (:issue:`12817`)
 - Improved performance of ``factorize`` of datetime with timezone (:issue:`13750`)

diff --git a/pandas/indexes/range.py b/pandas/indexes/range.py
@@ -221,6 +221,14 @@ def is_unique(self):
         """ return if the index has unique values """
         return True
 
+    @cache_readonly
+    def is_monotonic_increasing(self):
+        return self._step > 0 or len(self) <= 1
+
+    @cache_readonly
+    def is_monotonic_decreasing(self):
+        return self._step < 0 or len(self) <= 1
+
     @property
     def has_duplicates(self):
         return False

diff --git a/pandas/tests/indexes/test_range.py b/pandas/tests/indexes/test_range.py
@@ -315,6 +315,16 @@ def test_is_monotonic(self):
         self.assertTrue(index.is_monotonic_increasing)
         self.assertTrue(index.is_monotonic_decreasing)
 
+        index = RangeIndex(2, 1)
+        self.assertTrue(index.is_monotonic)
+        self.assertTrue(index.is_monotonic_increasing)
+        self.assertTrue(index.is_monotonic_decreasing)
+
+        index = RangeIndex(1, 1)
+        self.assertTrue(index.is_monotonic)
+        self.assertTrue(index.is_monotonic_increasing)
+        self.assertTrue(index.is_monotonic_decreasing)
+
     def test_equals(self):
         equiv_pairs = [(RangeIndex(0, 9, 2), RangeIndex(0, 10, 2)),
                        (RangeIndex(0), RangeIndex(1, -1, 3)),