From 2798cf1714897ce30836c9754dff173e05ddc977 Mon Sep 17 00:00:00 2001
From: Nathan Goldbaum <nathan.goldbaum@gmail.com>
Date: Tue, 4 Apr 2023 10:34:29 -0600
Subject: [PATCH] CLN: refactor block storage selection to use
 dtype_class._is_numeric

---
 pandas/core/internals/blocks.py | 36 ++++++++++++++++++++++++---------
 1 file changed, 27 insertions(+), 9 deletions(-)

diff --git a/pandas/core/internals/blocks.py b/pandas/core/internals/blocks.py
index a52d0ccc7c631..ebe9140ab461d 100644
--- a/pandas/core/internals/blocks.py
+++ b/pandas/core/internals/blocks.py
@@ -119,8 +119,10 @@
     from pandas.core.api import Index
     from pandas.core.arrays._mixins import NDArrayBackedExtensionArray
 
-# comparison is faster than is_object_dtype
+# define aliases to numpy dtypes and classes for faster comparisons
 _dtype_obj = np.dtype("object")
+_datetime_dtype_class = type(np.dtype("M"))
+_timedelta_dtype_class = type(np.dtype("m"))
 
 
 def maybe_split(meth: F) -> F:
@@ -2353,15 +2355,31 @@ def get_block_type(dtype: DtypeObj) -> type[Block]:
         # Note: need to be sure PandasArray is unwrapped before we get here
         return ExtensionBlock
 
-    # We use kind checks because it is much more performant
-    #  than is_foo_dtype
-    kind = dtype.kind
-    if kind in "Mm":
-        return DatetimeLikeBlock
-    elif kind in "fciub":
+    dtype_class = type(dtype)
+
+    # The _is_numeric attribute was added in Numpy 1.25. For older numpy
+    # versions check dtype.kind. Using `_is_numeric` lets pandas choose the
+    # correct block type for dtypes that live outside Numpy. In the future when
+    # Pandas drops support for Numpy <1.25, the try/except can be deleted.
+    try:
+        is_numeric = dtype_class._is_numeric
+        is_datetime = dtype_class in (_datetime_dtype_class, _timedelta_dtype_class)
+    except AttributeError:
+        # We use kind checks because it is much more performant
+        #  than is_foo_dtype
+        kind = dtype.kind
+        if kind in "Mm":
+            return DatetimeLikeBlock
+        elif kind in "fciub":
+            return NumericBlock
+        return ObjectBlock
+
+    if is_numeric:
         return NumericBlock
-
-    return ObjectBlock
+    elif is_datetime:
+        return DatetimeLikeBlock
+    else:
+        return ObjectBlock
 
 
 def new_block_2d(