Merge remote-tracking branch 'upstream/master' into sparse-frame-acce…

…ssor

asv_bench/benchmarks/indexing.py

@@ -2,7 +2,7 @@
 
 import numpy as np
 import pandas.util.testing as tm
-from pandas import (Series, DataFrame, Panel, MultiIndex,
+from pandas import (Series, DataFrame, MultiIndex,
                     Int64Index, UInt64Index, Float64Index,
                     IntervalIndex, CategoricalIndex,
                     IndexSlice, concat, date_range)
@@ -277,18 +277,6 @@ def time_get_indexer_list(self, index):
         self.data.get_indexer(self.cat_list)
 
 
-class PanelIndexing(object):
-
-    def setup(self):
-        with warnings.catch_warnings(record=True):
-            self.p = Panel(np.random.randn(100, 100, 100))
-            self.inds = range(0, 100, 10)
-
-    def time_subset(self):
-        with warnings.catch_warnings(record=True):
-            self.p.ix[(self.inds, self.inds, self.inds)]
-
-
 class MethodLookup(object):
 
     def setup_cache(self):

asv_bench/benchmarks/join_merge.py

@@ -1,9 +1,8 @@
-import warnings
 import string
 
 import numpy as np
 import pandas.util.testing as tm
-from pandas import (DataFrame, Series, Panel, MultiIndex,
+from pandas import (DataFrame, Series, MultiIndex,
                     date_range, concat, merge, merge_asof)
 
 try:
@@ -66,31 +65,6 @@ def time_concat_mixed_ndims(self, axis):
         concat(self.mixed_ndims, axis=axis)
 
 
-class ConcatPanels(object):
-
-    params = ([0, 1, 2], [True, False])
-    param_names = ['axis', 'ignore_index']
-
-    def setup(self, axis, ignore_index):
-        with warnings.catch_warnings(record=True):
-            panel_c = Panel(np.zeros((10000, 200, 2),
-                                     dtype=np.float32,
-                                     order='C'))
-            self.panels_c = [panel_c] * 20
-            panel_f = Panel(np.zeros((10000, 200, 2),
-                            dtype=np.float32,
-                            order='F'))
-            self.panels_f = [panel_f] * 20
-
-    def time_c_ordered(self, axis, ignore_index):
-        with warnings.catch_warnings(record=True):
-            concat(self.panels_c, axis=axis, ignore_index=ignore_index)
-
-    def time_f_ordered(self, axis, ignore_index):
-        with warnings.catch_warnings(record=True):
-            concat(self.panels_f, axis=axis, ignore_index=ignore_index)
-
-
 class ConcatDataFrames(object):
 
     params = ([0, 1], [True, False])

doc/source/user_guide/text.rst

@@ -46,8 +46,8 @@ Since ``df.columns`` is an Index object, we can use the ``.str`` accessor
    df.columns.str.lower()
 
 These string methods can then be used to clean up the columns as needed.
-Here we are removing leading and trailing white spaces, lower casing all names,
-and replacing any remaining white spaces with underscores:
+Here we are removing leading and trailing whitespaces, lower casing all names,
+and replacing any remaining whitespaces with underscores:
 
 .. ipython:: python
 
@@ -65,7 +65,7 @@ and replacing any remaining white spaces with underscores:
     ``Series``.
 
     Please note that a ``Series`` of type ``category`` with string ``.categories`` has
-    some limitations in comparison of ``Series`` of type string (e.g. you can't add strings to
+    some limitations in comparison to ``Series`` of type string (e.g. you can't add strings to
     each other: ``s + " " + s`` won't work if ``s`` is a ``Series`` of type ``category``). Also,
     ``.str`` methods which operate on elements of type ``list`` are not available on such a
     ``Series``.

doc/source/whatsnew/v0.25.0.rst

@@ -27,6 +27,7 @@ Other Enhancements
 - :meth:`DatetimeIndex.union` now supports the ``sort`` argument. The behaviour of the sort parameter matches that of :meth:`Index.union` (:issue:`24994`)
 - :meth:`DataFrame.rename` now supports the ``errors`` argument to raise errors when attempting to rename nonexistent keys (:issue:`13473`)
 - Added :ref:`api.frame.sparse` for working with a ``DataFrame`` whose values are sparse (:issue:`25681`)
+- :class:`RangeIndex` has gained :attr:`~RangeIndex.start`, :attr:`~RangeIndex.stop`, and :attr:`~RangeIndex.step` attributes (:issue:`25710`)
 
 .. _whatsnew_0250.api_breaking:
 
@@ -124,7 +125,7 @@ Bug Fixes
 ~~~~~~~~~
 - Bug in :func:`to_datetime` which would raise an (incorrect) ``ValueError`` when called with a date far into the future and the ``format`` argument specified instead of raising ``OutOfBoundsDatetime`` (:issue:`23830`)
 - Bug in an error message in :meth:`DataFrame.plot`. Improved the error message if non-numerics are passed to :meth:`DataFrame.plot` (:issue:`25481`)
--
+- Bug in error messages in :meth:`DataFrame.corr` and :meth:`Series.corr`. Added the possibility of using a callable. (:issue:`25729`)
 
 Categorical
 ^^^^^^^^^^^
@@ -225,6 +226,7 @@ I/O
 Plotting
 ^^^^^^^^
 
+- Fixed bug where :class:`api.extensions.ExtensionArray` could not be used in matplotlib plotting (:issue:`25587`)
 -
 -
 -

pandas/core/frame.py

@@ -7089,8 +7089,8 @@ def corr(self, method='pearson', min_periods=1):
                     correl[j, i] = c
         else:
             raise ValueError("method must be either 'pearson', "
-                             "'spearman', or 'kendall', '{method}' "
-                             "was supplied".format(method=method))
+                             "'spearman', 'kendall', or a callable, "
+                             "'{method}' was supplied".format(method=method))
 
         return self._constructor(correl, index=idx, columns=cols)
 

pandas/core/indexes/range.py

@@ -48,7 +48,9 @@ class RangeIndex(Int64Index):
 
     Attributes
     ----------
-    None
+    start
+    stop
+    step
 
     Methods
     -------
@@ -209,6 +211,29 @@ def _format_data(self, name=None):
         return None
 
     # --------------------------------------------------------------------
+    @property
+    def start(self):
+        """
+        The value of the `start` parameter (or ``0`` if this was not supplied)
+        """
+        # GH 25710
+        return self._start
+
+    @property
+    def stop(self):
+        """
+        The value of the `stop` parameter
+        """
+        # GH 25710
+        return self._stop
+
+    @property
+    def step(self):
+        """
+        The value of the `step` parameter (or ``1`` if this was not supplied)
+        """
+        # GH 25710
+        return self._step
 
     @cache_readonly
     def nbytes(self):

pandas/core/series.py

@@ -2159,8 +2159,8 @@ def corr(self, other, method='pearson', min_periods=None):
                                   min_periods=min_periods)
 
         raise ValueError("method must be either 'pearson', "
-                         "'spearman', or 'kendall', '{method}' "
-                         "was supplied".format(method=method))
+                         "'spearman', 'kendall', or a callable, "
+                         "'{method}' was supplied".format(method=method))
 
     def cov(self, other, min_periods=None):
         """

pandas/plotting/_core.py

@@ -365,6 +365,12 @@ def _compute_plot_data(self):
         if is_empty:
             raise TypeError('no numeric data to plot')
 
+        # GH25587: cast ExtensionArray of pandas (IntegerArray, etc.) to
+        # np.ndarray before plot.
+        numeric_data = numeric_data.copy()
+        for col in numeric_data:
+            numeric_data[col] = np.asarray(numeric_data[col])
+
         self.data = numeric_data
 
     def _make_plot(self):
@@ -468,12 +474,20 @@ def _adorn_subplots(self):
                 self.axes[0].set_title(self.title)
 
     def _apply_axis_properties(self, axis, rot=None, fontsize=None):
-        labels = axis.get_majorticklabels() + axis.get_minorticklabels()
-        for label in labels:
-            if rot is not None:
-                label.set_rotation(rot)
-            if fontsize is not None:
-                label.set_fontsize(fontsize)
+        """ Tick creation within matplotlib is reasonably expensive and is
+            internally deferred until accessed as Ticks are created/destroyed
+            multiple times per draw. It's therefore beneficial for us to avoid
+            accessing unless we will act on the Tick.
+        """
+
+        if rot is not None or fontsize is not None:
+            # rot=0 is a valid setting, hence the explicit None check
+            labels = axis.get_majorticklabels() + axis.get_minorticklabels()
+            for label in labels:
+                if rot is not None:
+                    label.set_rotation(rot)
+                if fontsize is not None:
+                    label.set_fontsize(fontsize)
 
     @property
     def legend_title(self):
@@ -1794,7 +1808,6 @@ def _plot(data, x=None, y=None, subplots=False,
                         )
                     label_name = label_kw or data.columns
                     data.columns = label_name
-
         plot_obj = klass(data, subplots=subplots, ax=ax, kind=kind, **kwds)
 
     plot_obj.generate()

pandas/tests/frame/test_analytics.py

@@ -332,8 +332,8 @@ def test_corr_cov_independent_index_column(self):
     def test_corr_invalid_method(self):
         # GH 22298
         df = pd.DataFrame(np.random.normal(size=(10, 2)))
-        msg = ("method must be either 'pearson', 'spearman', "
-               "or 'kendall'")
+        msg = ("method must be either 'pearson', "
+               "'spearman', 'kendall', or a callable, ")
         with pytest.raises(ValueError, match=msg):
             df.corr(method="____")