diff --git a/cmake/python.cmake b/cmake/python.cmake
index f0d50d3526..9d96583f36 100644
--- a/cmake/python.cmake
+++ b/cmake/python.cmake
@@ -4,8 +4,10 @@
 
 #
 # Version 3.12 has shiny new FindPython2 and FindPython3 scripts
+# Version 3.14 introduces direct support for NumPy.
+# When we require newer cmake versions, ditch the older support.
 #
-if (NOT (CMAKE_VERSION VERSION_LESS "3.12.0"))
+if (NOT (CMAKE_VERSION VERSION_LESS "3.14.0"))
     find_package(Python3 COMPONENTS Interpreter Development NumPy)
     if (NOT Python3_FOUND)
         find_package(Python2 2.7 REQUIRED EXACT
@@ -13,18 +15,40 @@ if (NOT (CMAKE_VERSION VERSION_LESS "3.12.0"))
 
         # Since we've required 2.7, these should all be valid
         set(PYTHON_LIBRARY ${Python2_LIBRARIES}
-	    CACHE FILEPATH "Python library")
+            CACHE FILEPATH "Python library")
         set(PYTHON_INCLUDE_DIR ${Python2_INCLUDE_DIRS}
             CACHE PATH "Location of Python include files")
         set(PYTHON_NUMPY_INCLUDE_DIR ${Python2_NumPy_INCLUDE_DIRS}
             CACHE PATH "Location of NumPy include files.")
     else()
         set(PYTHON_LIBRARY ${Python3_LIBRARIES}
-	    CACHE FILEPATH "Python library")
+            CACHE FILEPATH "Python library")
         set(PYTHON_INCLUDE_DIR ${Python3_INCLUDE_DIRS}
-	    CACHE PATH "Location of Python include files.")
+            CACHE PATH "Location of Python include files.")
         set(PYTHON_NUMPY_INCLUDE_DIR ${Python3_NumPy_INCLUDE_DIRS}
-	    CACHE PATH "Location of NumPy include files.")
+            CACHE PATH "Location of NumPy include files.")
+    endif()
+    set(PDAL_HAVE_PYTHON 1)
+elseif (NOT (CMAKE_VERSION VERSION_LESS "3.12.0"))
+    find_package(Python3 COMPONENTS Interpreter Development)
+    if (NOT Python3_FOUND)
+        find_package(Python2 2.7 REQUIRED EXACT
+            COMPONENTS Interpreter Development)
+
+        # Since we've required 2.7, these should all be valid
+        set(PYTHON_LIBRARY ${Python2_LIBRARIES}
+            CACHE FILEPATH "Python library")
+        set(PYTHON_INCLUDE_DIR ${Python2_INCLUDE_DIRS}
+            CACHE PATH "Location of Python include files")
+        set(PYTHON_EXECUTABLE ${Python2_EXECUTABLE})
+        find_package(NumPy 1.5 REQUIRED)
+    else()
+        set(PYTHON_LIBRARY ${Python3_LIBRARIES}
+	        CACHE FILEPATH "Python library")
+        set(PYTHON_INCLUDE_DIR ${Python3_INCLUDE_DIRS}
+	        CACHE PATH "Location of Python include files.")
+         set(PYTHON_EXECUTABLE ${Python3_EXECUTABLE})
+         find_package(NumPy 1.5 REQUIRED)
     endif()
     set(PDAL_HAVE_PYTHON 1)
 else()