add fast path in _coerce_to_data_and_mask

Author: auderson

pandas/core/arrays/numeric.py

@@ -174,6 +174,8 @@ def _coerce_to_data_and_mask(
             raise TypeError(f"{values.dtype} cannot be converted to {name}")
 
     elif values.dtype.kind == "b" and checker(dtype):
+        # fastpath
+        mask = np.zeros(len(values), dtype=np.bool_)
         if not copy:
             values = np.asarray(values, dtype=default_dtype)
         else:
@@ -190,6 +192,10 @@ def _coerce_to_data_and_mask(
         if values.dtype.kind in "iu":
             # fastpath
             mask = np.zeros(len(values), dtype=np.bool_)
+        elif values.dtype.kind == "f":
+            # np.isnan is faster than is_numeric_na() for floats
+            # github issue: #60066
+            mask = np.isnan(values)
         else:
             mask = libmissing.is_numeric_na(values)
     else: