From 1c56bfb7b711d1aa28b5d3980efb6e097e890472 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sat, 4 Feb 2023 22:29:18 +0800
Subject: [PATCH 01/16] add new function

---
 pandas/core/arrays/categorical.py              |  6 +++---
 pandas/core/dtypes/api.py                      |  2 ++
 pandas/core/dtypes/common.py                   | 14 +++++++-------
 pandas/core/indexes/base.py                    |  8 ++++----
 pandas/plotting/_matplotlib/core.py            |  4 ++--
 pandas/tests/indexes/multi/test_equivalence.py |  4 ++--
 pandas/tests/indexes/test_base.py              |  4 ++--
 7 files changed, 22 insertions(+), 20 deletions(-)

diff --git a/pandas/core/arrays/categorical.py b/pandas/core/arrays/categorical.py
index f816b30b825b7..fb953e601735e 100644
--- a/pandas/core/arrays/categorical.py
+++ b/pandas/core/arrays/categorical.py
@@ -47,7 +47,7 @@
 from pandas.core.dtypes.common import (
     ensure_int64,
     ensure_platform_int,
-    is_any_numeric_dtype,
+    is_any_real_numeric_dtype,
     is_bool_dtype,
     is_categorical_dtype,
     is_datetime64_dtype,
@@ -596,7 +596,7 @@ def _from_inferred_categories(
 
         if known_categories:
             # Convert to a specialized type with `dtype` if specified.
-            if is_any_numeric_dtype(dtype.categories):
+            if is_any_real_numeric_dtype(dtype.categories):
                 cats = to_numeric(inferred_categories, errors="coerce")
             elif is_datetime64_dtype(dtype.categories):
                 cats = to_datetime(inferred_categories, errors="coerce")
@@ -1752,7 +1752,7 @@ def _values_for_rank(self):
             if mask.any():
                 values = values.astype("float64")
                 values[mask] = np.nan
-        elif is_any_numeric_dtype(self.categories):
+        elif is_any_real_numeric_dtype(self.categories):
             values = np.array(self)
         else:
             #  reorder the categories (so rank can use the float codes)
diff --git a/pandas/core/dtypes/api.py b/pandas/core/dtypes/api.py
index 00300c5c74e51..78201537ef021 100644
--- a/pandas/core/dtypes/api.py
+++ b/pandas/core/dtypes/api.py
@@ -26,6 +26,7 @@
     is_named_tuple,
     is_number,
     is_numeric_dtype,
+    is_any_real_numeric_dtype,
     is_object_dtype,
     is_period_dtype,
     is_re,
@@ -68,6 +69,7 @@
     "is_named_tuple",
     "is_number",
     "is_numeric_dtype",
+    "is_any_real_numeric_dtype",
     "is_object_dtype",
     "is_period_dtype",
     "is_re",
diff --git a/pandas/core/dtypes/common.py b/pandas/core/dtypes/common.py
index fb9817de2b69b..463a6d533ee6c 100644
--- a/pandas/core/dtypes/common.py
+++ b/pandas/core/dtypes/common.py
@@ -1219,7 +1219,7 @@ def is_numeric_dtype(arr_or_dtype) -> bool:
     )
 
 
-def is_any_numeric_dtype(arr_or_dtype) -> bool:
+def is_any_real_numeric_dtype(arr_or_dtype) -> bool:
     """
     Check whether the provided array or dtype is of a real number dtype
 
@@ -1235,15 +1235,15 @@ def is_any_numeric_dtype(arr_or_dtype) -> bool:
 
     Examples
     -------
-    >>> is_any_numeric_dtype(str)
+    >>> is_any_real_numeric_dtype(str)
     False
-    >>> is_any_numeric_dtype(int)
+    >>> is_any_real_numeric_dtype(int)
     True
-    >>> is_any_numeric_dtype(float)
+    >>> is_any_real_numeric_dtype(float)
     True
-    >>> is_any_numeric_dtype(complex(1,2))
+    >>> is_any_real_numeric_dtype(complex(1,2))
     False
-    >>> is_any_numeric_dtype(bool)
+    >>> is_any_real_numeric_dtype(bool)
     False
     """
     return (
@@ -1808,7 +1808,7 @@ def is_all_strings(value: ArrayLike) -> bool:
     "is_nested_list_like",
     "is_number",
     "is_numeric_dtype",
-    "is_any_numeric_dtype",
+    "is_any_real_numeric_dtype",
     "is_numeric_v_string_like",
     "is_object_dtype",
     "is_period_dtype",
diff --git a/pandas/core/indexes/base.py b/pandas/core/indexes/base.py
index 0caa8005f1ebc..ed2e3a7499728 100644
--- a/pandas/core/indexes/base.py
+++ b/pandas/core/indexes/base.py
@@ -88,7 +88,7 @@
     ensure_int64,
     ensure_object,
     ensure_platform_int,
-    is_any_numeric_dtype,
+    is_any_real_numeric_dtype,
     is_bool_dtype,
     is_categorical_dtype,
     is_dtype_equal,
@@ -2429,7 +2429,7 @@ def is_numeric(self) -> bool:
         """
         warnings.warn(
             f"{type(self).__name__}.is_numeric is deprecated. "
-            "Use pandas.api.types.is_numeric_dtype instead",
+            "Use pandas.api.types.is_any_real_numeric_dtype instead",
             FutureWarning,
             stacklevel=find_stack_level(),
         )
@@ -6029,8 +6029,8 @@ def _should_compare(self, other: Index) -> bool:
         Check if `self == other` can ever have non-False entries.
         """
 
-        if (is_bool_dtype(other) and is_any_numeric_dtype(self)) or (
-            is_bool_dtype(self) and is_any_numeric_dtype(other)
+        if (is_bool_dtype(other) and is_any_real_numeric_dtype(self)) or (
+            is_bool_dtype(self) and is_any_real_numeric_dtype(other)
         ):
             # GH#16877 Treat boolean labels passed to a numeric index as not
             #  found. Without this fix False and True would be treated as 0 and 1
diff --git a/pandas/plotting/_matplotlib/core.py b/pandas/plotting/_matplotlib/core.py
index 49b92e0984713..fd737cdcb967f 100644
--- a/pandas/plotting/_matplotlib/core.py
+++ b/pandas/plotting/_matplotlib/core.py
@@ -27,7 +27,7 @@
 from pandas.util._exceptions import find_stack_level
 
 from pandas.core.dtypes.common import (
-    is_any_numeric_dtype,
+    is_any_real_numeric_dtype,
     is_categorical_dtype,
     is_extension_array_dtype,
     is_float,
@@ -841,7 +841,7 @@ def _get_xticks(self, convert_period: bool = False):
             if convert_period and isinstance(index, ABCPeriodIndex):
                 self.data = self.data.reindex(index=index.sort_values())
                 x = self.data.index.to_timestamp()._mpl_repr()
-            elif is_any_numeric_dtype(index):
+            elif is_any_real_numeric_dtype(index):
                 # Matplotlib supports numeric values or datetime objects as
                 # xaxis values. Taking LBYL approach here, by the time
                 # matplotlib raises exception when using non numeric/datetime
diff --git a/pandas/tests/indexes/multi/test_equivalence.py b/pandas/tests/indexes/multi/test_equivalence.py
index 3861d74cee092..9babbd5b8d56d 100644
--- a/pandas/tests/indexes/multi/test_equivalence.py
+++ b/pandas/tests/indexes/multi/test_equivalence.py
@@ -1,7 +1,7 @@
 import numpy as np
 import pytest
 
-from pandas.core.dtypes.common import is_any_numeric_dtype
+from pandas.core.dtypes.common import is_any_real_numeric_dtype
 
 import pandas as pd
 from pandas import (
@@ -255,7 +255,7 @@ def test_is_all_dates(idx):
 
 def test_is_numeric(idx):
     # MultiIndex is never numeric
-    assert not is_any_numeric_dtype(idx)
+    assert not is_any_real_numeric_dtype(idx)
 
 
 def test_multiindex_compare():
diff --git a/pandas/tests/indexes/test_base.py b/pandas/tests/indexes/test_base.py
index 27f501e1d7a19..783cf76403059 100644
--- a/pandas/tests/indexes/test_base.py
+++ b/pandas/tests/indexes/test_base.py
@@ -19,7 +19,7 @@
 from pandas.util._test_decorators import async_mark
 
 from pandas.core.dtypes.common import (
-    is_any_numeric_dtype,
+    is_any_real_numeric_dtype,
     is_numeric_dtype,
     is_object_dtype,
 )
@@ -659,7 +659,7 @@ def test_append_empty_preserve_name(self, name, expected):
         indirect=["index"],
     )
     def test_is_numeric(self, index, expected):
-        assert is_any_numeric_dtype(index) is expected
+        assert is_any_real_numeric_dtype(index) is expected
 
     @pytest.mark.parametrize(
         "index, expected",

From 8fc2bab22907ab30848710b35e8601edec959942 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sat, 4 Feb 2023 23:34:30 +0800
Subject: [PATCH 02/16] update doc

---
 doc/source/reference/arrays.rst | 1 +
 doc/source/whatsnew/v2.0.0.rst  | 3 ++-
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/doc/source/reference/arrays.rst b/doc/source/reference/arrays.rst
index aeaca7caea25d..bc3d465649433 100644
--- a/doc/source/reference/arrays.rst
+++ b/doc/source/reference/arrays.rst
@@ -666,6 +666,7 @@ Data type introspection
     api.types.is_integer_dtype
     api.types.is_interval_dtype
     api.types.is_numeric_dtype
+    api.types.is_any_real_numeric_dtype
     api.types.is_object_dtype
     api.types.is_period_dtype
     api.types.is_signed_integer_dtype
diff --git a/doc/source/whatsnew/v2.0.0.rst b/doc/source/whatsnew/v2.0.0.rst
index 802e2e6a488d0..d4abd015b8918 100644
--- a/doc/source/whatsnew/v2.0.0.rst
+++ b/doc/source/whatsnew/v2.0.0.rst
@@ -761,6 +761,7 @@ Other API changes
 - The levels of the index of the :class:`Series` returned from ``Series.sparse.from_coo`` now always have dtype ``int32``. Previously they had dtype ``int64`` (:issue:`50926`)
 - :func:`to_datetime` with ``unit`` of either "Y" or "M" will now raise if a sequence contains a non-round ``float`` value, matching the ``Timestamp`` behavior (:issue:`50301`)
 - The methods :meth:`Series.round`, :meth:`DataFrame.__invert__`, :meth:`Series.__invert__`, :meth:`DataFrame.swapaxes`, :meth:`DataFrame.first`, :meth:`DataFrame.last`, :meth:`Series.first`, :meth:`Series.last` and :meth:`DataFrame.align` will now always return new objects (:issue:`51032`)
+- Added :func:`pandas.api.types.is_any_real_numeric_dtype` to instead of :meth:`Index.is_numeric`(:issue:`51152`)
 
 .. ---------------------------------------------------------------------------
 .. _whatsnew_200.deprecations:
@@ -775,7 +776,7 @@ Deprecations
 - :meth:`Index.is_integer` has been deprecated. Use :func:`pandas.api.types.is_integer_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_floating` has been deprecated. Use :func:`pandas.api.types.is_float_dtype` instead (:issue:`50042`)
 - :meth:`Index.holds_integer` has been deprecated. Use :func:`pandas.api.types.infer_dtype` instead (:issue:`50243`)
-- :meth:`Index.is_numeric` has been deprecated. Use :func:`pandas.api.types.is_numeric_dtype` instead (:issue:`50042`)
+- :meth:`Index.is_numeric` has been deprecated. Use :func:`pandas.api.types.is_any_real_numeric_dtype` instead (:issue:`51152`)
 - :meth:`Index.is_categorical` has been deprecated. Use :func:`pandas.api.types.is_categorical_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_object` has been deprecated. Use :func:`pandas.api.types.is_object_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_interval` has been deprecated. Use :func:`pandas.api.types.is_intterval_dtype` instead (:issue:`50042`)

From a7dc1771dc1ed13e3ccbdadb95b76aeee6e71301 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sat, 4 Feb 2023 23:34:51 +0800
Subject: [PATCH 03/16] write test

---
 ci/code_checks.sh                  |  1 +
 pandas/tests/dtypes/test_common.py | 14 ++++++++++++++
 2 files changed, 15 insertions(+)

diff --git a/ci/code_checks.sh b/ci/code_checks.sh
index cb66a1f350e8f..4c0d4c42af578 100755
--- a/ci/code_checks.sh
+++ b/ci/code_checks.sh
@@ -608,6 +608,7 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
         pandas.api.types.is_list_like \
         pandas.api.types.is_named_tuple \
         pandas.api.types.is_numeric_dtype \
+        pandas.api.types.is_any_real_numeric_dtype \
         pandas.api.types.is_object_dtype \
         pandas.api.types.is_period_dtype \
         pandas.api.types.is_re \
diff --git a/pandas/tests/dtypes/test_common.py b/pandas/tests/dtypes/test_common.py
index ce900ff649eec..d73007243e1d2 100644
--- a/pandas/tests/dtypes/test_common.py
+++ b/pandas/tests/dtypes/test_common.py
@@ -575,6 +575,20 @@ def _is_numeric(self) -> bool:
     assert com.is_numeric_dtype(MyNumericDType())
 
 
+def test_is_any_real_numeric_dtype():
+    assert not com.is_any_real_numeric_dtype(str)
+    assert not com.is_any_real_numeric_dtype(bool)
+    assert not com.is_any_real_numeric_dtype(complex)
+    assert not com.is_any_real_numeric_dtype(object)
+    assert not com.is_any_real_numeric_dtype(np.datetime64)
+    assert not com.is_any_real_numeric_dtype(np.array(["a","b",complex(1,2)]))
+    assert not com.is_any_real_numeric_dtype(pd.DataFrame([complex(1,2),True]))
+
+    assert com.is_any_real_numeric_dtype(int)
+    assert com.is_any_real_numeric_dtype(float)
+    assert com.is_any_real_numeric_dtype(pd.Series([1,2.5]))
+
+
 def test_is_float_dtype():
     assert not com.is_float_dtype(str)
     assert not com.is_float_dtype(int)

From 9e731bdbfa9ebe0a27f34a96dcdca59bf9922b49 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sat, 4 Feb 2023 23:42:45 +0800
Subject: [PATCH 04/16] write test

---
 pandas/core/dtypes/common.py       | 10 ++++++++--
 pandas/tests/dtypes/test_common.py |  2 +-
 2 files changed, 9 insertions(+), 3 deletions(-)

diff --git a/pandas/core/dtypes/common.py b/pandas/core/dtypes/common.py
index 463a6d533ee6c..1b32e5f07af64 100644
--- a/pandas/core/dtypes/common.py
+++ b/pandas/core/dtypes/common.py
@@ -1235,12 +1235,18 @@ def is_any_real_numeric_dtype(arr_or_dtype) -> bool:
 
     Examples
     -------
-    >>> is_any_real_numeric_dtype(str)
-    False
     >>> is_any_real_numeric_dtype(int)
     True
     >>> is_any_real_numeric_dtype(float)
     True
+    >>> is_any_real_numeric_dtype(np.array([1,2.5]))
+    True
+    >>> is_any_real_numeric_dtype(np.array(["a","b",complex(1,2)]))
+    False
+    >>> is_any_real_numeric_dtype(object)
+    False
+    >>> is_any_real_numeric_dtype(str)
+    False
     >>> is_any_real_numeric_dtype(complex(1,2))
     False
     >>> is_any_real_numeric_dtype(bool)
diff --git a/pandas/tests/dtypes/test_common.py b/pandas/tests/dtypes/test_common.py
index d73007243e1d2..3521e80dd42da 100644
--- a/pandas/tests/dtypes/test_common.py
+++ b/pandas/tests/dtypes/test_common.py
@@ -586,7 +586,7 @@ def test_is_any_real_numeric_dtype():
 
     assert com.is_any_real_numeric_dtype(int)
     assert com.is_any_real_numeric_dtype(float)
-    assert com.is_any_real_numeric_dtype(pd.Series([1,2.5]))
+    assert com.is_any_real_numeric_dtype(np.array([1,2.5]))
 
 
 def test_is_float_dtype():

From 1dba6c65f80ce4aef85e3a7e89193c2669b974ae Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sat, 4 Feb 2023 23:52:24 +0800
Subject: [PATCH 05/16] pre-commit fix

---
 pandas/core/dtypes/api.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/dtypes/api.py b/pandas/core/dtypes/api.py
index 78201537ef021..cd424ea0d48f8 100644
--- a/pandas/core/dtypes/api.py
+++ b/pandas/core/dtypes/api.py
@@ -1,4 +1,5 @@
 from pandas.core.dtypes.common import (
+    is_any_real_numeric_dtype,
     is_array_like,
     is_bool,
     is_bool_dtype,
@@ -26,7 +27,6 @@
     is_named_tuple,
     is_number,
     is_numeric_dtype,
-    is_any_real_numeric_dtype,
     is_object_dtype,
     is_period_dtype,
     is_re,

From ea39ebf072cd53a9eec6aa9fd9cb75bf5ead431e Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sat, 4 Feb 2023 23:57:08 +0800
Subject: [PATCH 06/16] pre-commit fix

---
 pandas/tests/dtypes/test_common.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pandas/tests/dtypes/test_common.py b/pandas/tests/dtypes/test_common.py
index 3521e80dd42da..56062a55a4bde 100644
--- a/pandas/tests/dtypes/test_common.py
+++ b/pandas/tests/dtypes/test_common.py
@@ -581,12 +581,12 @@ def test_is_any_real_numeric_dtype():
     assert not com.is_any_real_numeric_dtype(complex)
     assert not com.is_any_real_numeric_dtype(object)
     assert not com.is_any_real_numeric_dtype(np.datetime64)
-    assert not com.is_any_real_numeric_dtype(np.array(["a","b",complex(1,2)]))
-    assert not com.is_any_real_numeric_dtype(pd.DataFrame([complex(1,2),True]))
+    assert not com.is_any_real_numeric_dtype(np.array(["a", "b", complex(1, 2)]))
+    assert not com.is_any_real_numeric_dtype(pd.DataFrame([complex(1, 2), True]))
 
     assert com.is_any_real_numeric_dtype(int)
     assert com.is_any_real_numeric_dtype(float)
-    assert com.is_any_real_numeric_dtype(np.array([1,2.5]))
+    assert com.is_any_real_numeric_dtype(np.array([1, 2.5]))
 
 
 def test_is_float_dtype():

From df705574e94ed0571a1ba2377d3e252792c41277 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sun, 5 Feb 2023 00:49:40 +0800
Subject: [PATCH 07/16] fix error

---
 pandas/tests/api/test_types.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pandas/tests/api/test_types.py b/pandas/tests/api/test_types.py
index 8c729fd19cbc7..0f89549f2ab03 100644
--- a/pandas/tests/api/test_types.py
+++ b/pandas/tests/api/test_types.py
@@ -8,6 +8,7 @@
 class TestTypes(Base):
 
     allowed = [
+        "is_any_real_numeric_dtype",
         "is_bool",
         "is_bool_dtype",
         "is_categorical_dtype",

From f260a831d412bc164dfc61725a3000aa3155fdc9 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sun, 5 Feb 2023 01:51:34 +0800
Subject: [PATCH 08/16] fix

---
 pandas/core/dtypes/common.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pandas/core/dtypes/common.py b/pandas/core/dtypes/common.py
index 1b32e5f07af64..f86481cf23e22 100644
--- a/pandas/core/dtypes/common.py
+++ b/pandas/core/dtypes/common.py
@@ -1221,7 +1221,7 @@ def is_numeric_dtype(arr_or_dtype) -> bool:
 
 def is_any_real_numeric_dtype(arr_or_dtype) -> bool:
     """
-    Check whether the provided array or dtype is of a real number dtype
+    Check whether the provided array or dtype is of a real number dtype.
 
     Parameters
     ----------
@@ -1231,7 +1231,7 @@ def is_any_real_numeric_dtype(arr_or_dtype) -> bool:
     Returns
     -------
     boolean
-        Whether or not the array or dtype is of a real number dtype
+        Whether or not the array or dtype is of a real number dtype.
 
     Examples
     -------

From 6f3da1b240699f1fad458cc5edc489907d35f9c7 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sun, 5 Feb 2023 09:41:52 +0800
Subject: [PATCH 09/16] fix error

---
 doc/source/whatsnew/v2.0.0.rst | 4 ++--
 pandas/core/dtypes/common.py   | 8 +++-----
 2 files changed, 5 insertions(+), 7 deletions(-)

diff --git a/doc/source/whatsnew/v2.0.0.rst b/doc/source/whatsnew/v2.0.0.rst
index d4abd015b8918..62fb5db836ce7 100644
--- a/doc/source/whatsnew/v2.0.0.rst
+++ b/doc/source/whatsnew/v2.0.0.rst
@@ -761,7 +761,7 @@ Other API changes
 - The levels of the index of the :class:`Series` returned from ``Series.sparse.from_coo`` now always have dtype ``int32``. Previously they had dtype ``int64`` (:issue:`50926`)
 - :func:`to_datetime` with ``unit`` of either "Y" or "M" will now raise if a sequence contains a non-round ``float`` value, matching the ``Timestamp`` behavior (:issue:`50301`)
 - The methods :meth:`Series.round`, :meth:`DataFrame.__invert__`, :meth:`Series.__invert__`, :meth:`DataFrame.swapaxes`, :meth:`DataFrame.first`, :meth:`DataFrame.last`, :meth:`Series.first`, :meth:`Series.last` and :meth:`DataFrame.align` will now always return new objects (:issue:`51032`)
-- Added :func:`pandas.api.types.is_any_real_numeric_dtype` to instead of :meth:`Index.is_numeric`(:issue:`51152`)
+- Added ``pandas.api.types.is_any_real_numeric_dtype`` to instead of :meth:`Index.is_numeric`(:issue:`51152`)
 
 .. ---------------------------------------------------------------------------
 .. _whatsnew_200.deprecations:
@@ -776,7 +776,7 @@ Deprecations
 - :meth:`Index.is_integer` has been deprecated. Use :func:`pandas.api.types.is_integer_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_floating` has been deprecated. Use :func:`pandas.api.types.is_float_dtype` instead (:issue:`50042`)
 - :meth:`Index.holds_integer` has been deprecated. Use :func:`pandas.api.types.infer_dtype` instead (:issue:`50243`)
-- :meth:`Index.is_numeric` has been deprecated. Use :func:`pandas.api.types.is_any_real_numeric_dtype` instead (:issue:`51152`)
+- :meth:`Index.is_numeric` has been deprecated. Use ``pandas.api.types.is_any_real_numeric_dtype`` instead (:issue:`51152`)
 - :meth:`Index.is_categorical` has been deprecated. Use :func:`pandas.api.types.is_categorical_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_object` has been deprecated. Use :func:`pandas.api.types.is_object_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_interval` has been deprecated. Use :func:`pandas.api.types.is_intterval_dtype` instead (:issue:`50042`)
diff --git a/pandas/core/dtypes/common.py b/pandas/core/dtypes/common.py
index f86481cf23e22..54e6957e47b0a 100644
--- a/pandas/core/dtypes/common.py
+++ b/pandas/core/dtypes/common.py
@@ -1221,7 +1221,7 @@ def is_numeric_dtype(arr_or_dtype) -> bool:
 
 def is_any_real_numeric_dtype(arr_or_dtype) -> bool:
     """
-    Check whether the provided array or dtype is of a real number dtype.
+    Check whether the provided array or dtype is of real number dtype.
 
     Parameters
     ----------
@@ -1239,15 +1239,13 @@ def is_any_real_numeric_dtype(arr_or_dtype) -> bool:
     True
     >>> is_any_real_numeric_dtype(float)
     True
-    >>> is_any_real_numeric_dtype(np.array([1,2.5]))
+    >>> is_any_real_numeric_dtype(np.array([1, 2.5]))
     True
-    >>> is_any_real_numeric_dtype(np.array(["a","b",complex(1,2)]))
-    False
     >>> is_any_real_numeric_dtype(object)
     False
     >>> is_any_real_numeric_dtype(str)
     False
-    >>> is_any_real_numeric_dtype(complex(1,2))
+    >>> is_any_real_numeric_dtype(complex(1, 2))
     False
     >>> is_any_real_numeric_dtype(bool)
     False

From a329e4c70a6eb827eca2aa2c3e962e3bcdfe94c4 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sun, 5 Feb 2023 09:55:55 +0800
Subject: [PATCH 10/16] fix not found examples

---
 pandas/core/dtypes/common.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/dtypes/common.py b/pandas/core/dtypes/common.py
index 54e6957e47b0a..c8bc15d683063 100644
--- a/pandas/core/dtypes/common.py
+++ b/pandas/core/dtypes/common.py
@@ -1234,7 +1234,7 @@ def is_any_real_numeric_dtype(arr_or_dtype) -> bool:
         Whether or not the array or dtype is of a real number dtype.
 
     Examples
-    -------
+    --------
     >>> is_any_real_numeric_dtype(int)
     True
     >>> is_any_real_numeric_dtype(float)

From 02bf37246a09af6e6b7a74addde0ac20fd381b8f Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sun, 5 Feb 2023 09:58:13 +0800
Subject: [PATCH 11/16] fix not found examples

---
 pandas/core/dtypes/common.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/dtypes/common.py b/pandas/core/dtypes/common.py
index c8bc15d683063..e45ac38885cdd 100644
--- a/pandas/core/dtypes/common.py
+++ b/pandas/core/dtypes/common.py
@@ -1221,7 +1221,7 @@ def is_numeric_dtype(arr_or_dtype) -> bool:
 
 def is_any_real_numeric_dtype(arr_or_dtype) -> bool:
     """
-    Check whether the provided array or dtype is of real number dtype.
+    Check whether the provided array or dtype is of a real number dtype.
 
     Parameters
     ----------

From 44f91a18de0c4e1d6147be7b29ee9fdca87b6450 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sun, 5 Feb 2023 16:51:42 +0800
Subject: [PATCH 12/16] update whatsnew

---
 doc/source/whatsnew/v2.0.0.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/doc/source/whatsnew/v2.0.0.rst b/doc/source/whatsnew/v2.0.0.rst
index 87a2edca501de..f3bd48719189a 100644
--- a/doc/source/whatsnew/v2.0.0.rst
+++ b/doc/source/whatsnew/v2.0.0.rst
@@ -761,7 +761,7 @@ Other API changes
 - The levels of the index of the :class:`Series` returned from ``Series.sparse.from_coo`` now always have dtype ``int32``. Previously they had dtype ``int64`` (:issue:`50926`)
 - :func:`to_datetime` with ``unit`` of either "Y" or "M" will now raise if a sequence contains a non-round ``float`` value, matching the ``Timestamp`` behavior (:issue:`50301`)
 - The methods :meth:`Series.round`, :meth:`DataFrame.__invert__`, :meth:`Series.__invert__`, :meth:`DataFrame.swapaxes`, :meth:`DataFrame.first`, :meth:`DataFrame.last`, :meth:`Series.first`, :meth:`Series.last` and :meth:`DataFrame.align` will now always return new objects (:issue:`51032`)
-- Added ``pandas.api.types.is_any_real_numeric_dtype`` to instead of :meth:`Index.is_numeric`(:issue:`51152`)
+- Added :func:`pandas.api.types.is_any_real_numeric_dtype` to instead of :meth:`Index.is_numeric`(:issue:`51152`)
 
 .. ---------------------------------------------------------------------------
 .. _whatsnew_200.deprecations:
@@ -776,7 +776,7 @@ Deprecations
 - :meth:`Index.is_integer` has been deprecated. Use :func:`pandas.api.types.is_integer_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_floating` has been deprecated. Use :func:`pandas.api.types.is_float_dtype` instead (:issue:`50042`)
 - :meth:`Index.holds_integer` has been deprecated. Use :func:`pandas.api.types.infer_dtype` instead (:issue:`50243`)
-- :meth:`Index.is_numeric` has been deprecated. Use ``pandas.api.types.is_any_real_numeric_dtype`` instead (:issue:`51152`)
+- :meth:`Index.is_numeric` has been deprecated. Use :func:`pandas.api.types.is_any_real_numeric_dtype` instead (:issue:`51152`)
 - :meth:`Index.is_categorical` has been deprecated. Use :func:`pandas.api.types.is_categorical_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_object` has been deprecated. Use :func:`pandas.api.types.is_object_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_interval` has been deprecated. Use :func:`pandas.api.types.is_intterval_dtype` instead (:issue:`50042`)

From 2a3d209da5cf1c5250cbb0a2fa7199280363eb58 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Sun, 5 Feb 2023 20:08:13 +0800
Subject: [PATCH 13/16] update whatsnew

---
 pandas/core/dtypes/common.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/pandas/core/dtypes/common.py b/pandas/core/dtypes/common.py
index e45ac38885cdd..778a78f4fd2f9 100644
--- a/pandas/core/dtypes/common.py
+++ b/pandas/core/dtypes/common.py
@@ -1239,8 +1239,6 @@ def is_any_real_numeric_dtype(arr_or_dtype) -> bool:
     True
     >>> is_any_real_numeric_dtype(float)
     True
-    >>> is_any_real_numeric_dtype(np.array([1, 2.5]))
-    True
     >>> is_any_real_numeric_dtype(object)
     False
     >>> is_any_real_numeric_dtype(str)

From 7cda34554375c5c91bb2e0a7c65f2880c40cc00a Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Mon, 6 Feb 2023 09:41:49 +0800
Subject: [PATCH 14/16] update whatsnew and api.py

---
 doc/source/whatsnew/v2.0.0.rst | 2 +-
 pandas/core/dtypes/api.py      | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/doc/source/whatsnew/v2.0.0.rst b/doc/source/whatsnew/v2.0.0.rst
index f3bd48719189a..5ab0db96da17c 100644
--- a/doc/source/whatsnew/v2.0.0.rst
+++ b/doc/source/whatsnew/v2.0.0.rst
@@ -761,7 +761,7 @@ Other API changes
 - The levels of the index of the :class:`Series` returned from ``Series.sparse.from_coo`` now always have dtype ``int32``. Previously they had dtype ``int64`` (:issue:`50926`)
 - :func:`to_datetime` with ``unit`` of either "Y" or "M" will now raise if a sequence contains a non-round ``float`` value, matching the ``Timestamp`` behavior (:issue:`50301`)
 - The methods :meth:`Series.round`, :meth:`DataFrame.__invert__`, :meth:`Series.__invert__`, :meth:`DataFrame.swapaxes`, :meth:`DataFrame.first`, :meth:`DataFrame.last`, :meth:`Series.first`, :meth:`Series.last` and :meth:`DataFrame.align` will now always return new objects (:issue:`51032`)
-- Added :func:`pandas.api.types.is_any_real_numeric_dtype` to instead of :meth:`Index.is_numeric`(:issue:`51152`)
+- Added :func:`pandas.api.types.is_any_real_numeric_dtype` to check for real numeric dtypes (:issue:`51152`)
 
 .. ---------------------------------------------------------------------------
 .. _whatsnew_200.deprecations:
diff --git a/pandas/core/dtypes/api.py b/pandas/core/dtypes/api.py
index cd424ea0d48f8..254abe330b8e7 100644
--- a/pandas/core/dtypes/api.py
+++ b/pandas/core/dtypes/api.py
@@ -42,6 +42,7 @@
 )
 
 __all__ = [
+    "is_any_real_numeric_dtype",
     "is_array_like",
     "is_bool",
     "is_bool_dtype",
@@ -69,7 +70,6 @@
     "is_named_tuple",
     "is_number",
     "is_numeric_dtype",
-    "is_any_real_numeric_dtype",
     "is_object_dtype",
     "is_period_dtype",
     "is_re",

From c02aded31b6fe5c7e2ce07ced2c28d2dbae422e3 Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <1047068900@qq.com>
Date: Tue, 7 Feb 2023 10:26:15 +0800
Subject: [PATCH 15/16] alphabetical update and keep old reference

---
 ci/code_checks.sh               | 2 +-
 doc/source/reference/arrays.rst | 2 +-
 doc/source/whatsnew/v2.0.0.rst  | 2 +-
 pandas/core/dtypes/common.py    | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/ci/code_checks.sh b/ci/code_checks.sh
index 4c0d4c42af578..86c1eb169cd29 100755
--- a/ci/code_checks.sh
+++ b/ci/code_checks.sh
@@ -590,6 +590,7 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
         pandas.Series.sparse.sp_values \
         pandas.Timestamp.fromtimestamp \
         pandas.api.types.infer_dtype \
+        pandas.api.types.is_any_real_numeric_dtype \
         pandas.api.types.is_bool_dtype \
         pandas.api.types.is_categorical_dtype \
         pandas.api.types.is_complex_dtype \
@@ -608,7 +609,6 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
         pandas.api.types.is_list_like \
         pandas.api.types.is_named_tuple \
         pandas.api.types.is_numeric_dtype \
-        pandas.api.types.is_any_real_numeric_dtype \
         pandas.api.types.is_object_dtype \
         pandas.api.types.is_period_dtype \
         pandas.api.types.is_re \
diff --git a/doc/source/reference/arrays.rst b/doc/source/reference/arrays.rst
index bc3d465649433..457edb46a7ec0 100644
--- a/doc/source/reference/arrays.rst
+++ b/doc/source/reference/arrays.rst
@@ -653,6 +653,7 @@ Data type introspection
 .. autosummary::
    :toctree: api/
 
+    api.types.is_any_real_numeric_dtype
     api.types.is_bool_dtype
     api.types.is_categorical_dtype
     api.types.is_complex_dtype
@@ -666,7 +667,6 @@ Data type introspection
     api.types.is_integer_dtype
     api.types.is_interval_dtype
     api.types.is_numeric_dtype
-    api.types.is_any_real_numeric_dtype
     api.types.is_object_dtype
     api.types.is_period_dtype
     api.types.is_signed_integer_dtype
diff --git a/doc/source/whatsnew/v2.0.0.rst b/doc/source/whatsnew/v2.0.0.rst
index 5ab0db96da17c..99fbc0e6de518 100644
--- a/doc/source/whatsnew/v2.0.0.rst
+++ b/doc/source/whatsnew/v2.0.0.rst
@@ -776,7 +776,7 @@ Deprecations
 - :meth:`Index.is_integer` has been deprecated. Use :func:`pandas.api.types.is_integer_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_floating` has been deprecated. Use :func:`pandas.api.types.is_float_dtype` instead (:issue:`50042`)
 - :meth:`Index.holds_integer` has been deprecated. Use :func:`pandas.api.types.infer_dtype` instead (:issue:`50243`)
-- :meth:`Index.is_numeric` has been deprecated. Use :func:`pandas.api.types.is_any_real_numeric_dtype` instead (:issue:`51152`)
+- :meth:`Index.is_numeric` has been deprecated. Use :func:`pandas.api.types.is_any_real_numeric_dtype` instead (:issue:`50042`,:issue:`51152`)
 - :meth:`Index.is_categorical` has been deprecated. Use :func:`pandas.api.types.is_categorical_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_object` has been deprecated. Use :func:`pandas.api.types.is_object_dtype` instead (:issue:`50042`)
 - :meth:`Index.is_interval` has been deprecated. Use :func:`pandas.api.types.is_intterval_dtype` instead (:issue:`50042`)
diff --git a/pandas/core/dtypes/common.py b/pandas/core/dtypes/common.py
index 778a78f4fd2f9..89126a67b762f 100644
--- a/pandas/core/dtypes/common.py
+++ b/pandas/core/dtypes/common.py
@@ -1781,6 +1781,7 @@ def is_all_strings(value: ArrayLike) -> bool:
     "is_1d_only_ea_obj",
     "is_all_strings",
     "is_any_int_dtype",
+    "is_any_real_numeric_dtype",
     "is_array_like",
     "is_bool",
     "is_bool_dtype",
@@ -1810,7 +1811,6 @@ def is_all_strings(value: ArrayLike) -> bool:
     "is_nested_list_like",
     "is_number",
     "is_numeric_dtype",
-    "is_any_real_numeric_dtype",
     "is_numeric_v_string_like",
     "is_object_dtype",
     "is_period_dtype",

From 4cdc9ebfca2d2351d60c663eac545cddac6a141c Mon Sep 17 00:00:00 2001
From: ABCPAN-rank <76681118+ABCPAN-rank@users.noreply.github.com>
Date: Tue, 7 Feb 2023 10:44:03 +0800
Subject: [PATCH 16/16] conflict error

When i solve conflict , I did wrong.
---
 pandas/core/dtypes/common.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/pandas/core/dtypes/common.py b/pandas/core/dtypes/common.py
index 7ca9111cfca9f..eaa033e3d469a 100644
--- a/pandas/core/dtypes/common.py
+++ b/pandas/core/dtypes/common.py
@@ -1752,7 +1752,6 @@ def is_all_strings(value: ArrayLike) -> bool:
     "is_nested_list_like",
     "is_number",
     "is_numeric_dtype",
-    "is_numeric_v_string_like",
     "is_object_dtype",
     "is_period_dtype",
     "is_re",