Add dtype_of<T>() function, update the tests

example/example20.cpp

@@ -15,14 +15,14 @@
 
 
 namespace py = pybind11;
 namespace py = pybind11;
 
 
-struct Struct {
+struct SimpleStruct {
     bool x;
     bool x;
     uint32_t y;
     uint32_t y;
     float z;
     float z;
 };
 };
 
 
-std::ostream& operator<<(std::ostream& os, const Struct& v) {
-    return os << v.x << "," << v.y << "," << v.z;
+std::ostream& operator<<(std::ostream& os, const SimpleStruct& v) {
+    return os << "s:" << v.x << "," << v.y << "," << v.z;
 }
 }
 
 
 struct PackedStruct {
 struct PackedStruct {
@@ -32,16 +32,16 @@ struct PackedStruct {
 } __attribute__((packed));
 } __attribute__((packed));
 
 
 std::ostream& operator<<(std::ostream& os, const PackedStruct& v) {
 std::ostream& operator<<(std::ostream& os, const PackedStruct& v) {
-    return os << v.x << "," << v.y << "," << v.z;
+    return os << "p:" << v.x << "," << v.y << "," << v.z;
 }
 }
 
 
 struct NestedStruct {
 struct NestedStruct {
-    Struct a;
+    SimpleStruct a;
     PackedStruct b;
     PackedStruct b;
 } __attribute__((packed));
 } __attribute__((packed));
 
 
 std::ostream& operator<<(std::ostream& os, const NestedStruct& v) {
 std::ostream& operator<<(std::ostream& os, const NestedStruct& v) {
-    return os << v.a << "|" << v.b;
+    return os << "n:a=" << v.a << ";b=" << v.b;
 }
 }
 
 
 template <typename T>
 template <typename T>
@@ -80,21 +80,31 @@ void print_recarray(py::array_t<S> arr) {
 }
 }
 
 
 void print_format_descriptors() {
 void print_format_descriptors() {
-    std::cout << py::format_descriptor<Struct>::value() << std::endl;
+    std::cout << py::format_descriptor<SimpleStruct>::value() << std::endl;
     std::cout << py::format_descriptor<PackedStruct>::value() << std::endl;
     std::cout << py::format_descriptor<PackedStruct>::value() << std::endl;
     std::cout << py::format_descriptor<NestedStruct>::value() << std::endl;
     std::cout << py::format_descriptor<NestedStruct>::value() << std::endl;
 }
 }
 
 
+void print_dtypes() {
+    auto to_str = [](py::object obj) {
+        return (std::string) (py::str) ((py::object) obj.attr("__str__"))();
+    };
+    std::cout << to_str(py::dtype_of<SimpleStruct>()) << std::endl;
+    std::cout << to_str(py::dtype_of<PackedStruct>()) << std::endl;
+    std::cout << to_str(py::dtype_of<NestedStruct>()) << std::endl;
+}
+
 void init_ex20(py::module &m) {
 void init_ex20(py::module &m) {
-    PYBIND11_DTYPE(Struct, x, y, z);
+    PYBIND11_DTYPE(SimpleStruct, x, y, z);
     PYBIND11_DTYPE(PackedStruct, x, y, z);
     PYBIND11_DTYPE(PackedStruct, x, y, z);
     PYBIND11_DTYPE(NestedStruct, a, b);
     PYBIND11_DTYPE(NestedStruct, a, b);
 
 
-    m.def("create_rec_simple", &create_recarray<Struct>);
+    m.def("create_rec_simple", &create_recarray<SimpleStruct>);
     m.def("create_rec_packed", &create_recarray<PackedStruct>);
     m.def("create_rec_packed", &create_recarray<PackedStruct>);
     m.def("create_rec_nested", &create_nested);
     m.def("create_rec_nested", &create_nested);
     m.def("print_format_descriptors", &print_format_descriptors);
     m.def("print_format_descriptors", &print_format_descriptors);
-    m.def("print_rec_simple", &print_recarray<Struct>);
+    m.def("print_rec_simple", &print_recarray<SimpleStruct>);
     m.def("print_rec_packed", &print_recarray<PackedStruct>);
     m.def("print_rec_packed", &print_recarray<PackedStruct>);
     m.def("print_rec_nested", &print_recarray<NestedStruct>);
     m.def("print_rec_nested", &print_recarray<NestedStruct>);
+    m.def("print_dtypes", &print_dtypes);
 }
 }

example/example20.py

@@ -4,7 +4,7 @@ from __future__ import print_function
 import numpy as np
 import numpy as np
 from example import (
 from example import (
     create_rec_simple, create_rec_packed, create_rec_nested, print_format_descriptors,
     create_rec_simple, create_rec_packed, create_rec_nested, print_format_descriptors,
-    print_rec_simple, print_rec_packed, print_rec_nested
+    print_rec_simple, print_rec_packed, print_rec_nested, print_dtypes
 )
 )
 
 
 
 
@@ -12,6 +12,7 @@ def check_eq(arr, data, dtype):
     np.testing.assert_equal(arr, np.array(data, dtype=dtype))
     np.testing.assert_equal(arr, np.array(data, dtype=dtype))
 
 
 print_format_descriptors()
 print_format_descriptors()
+print_dtypes()
 
 
 simple_dtype = np.dtype({'names': ['x', 'y', 'z'],
 simple_dtype = np.dtype({'names': ['x', 'y', 'z'],
                          'formats': ['?', 'u4', 'f4'],
                          'formats': ['?', 'u4', 'f4'],

example/example20.ref

 T{?:x:xxxI:y:f:z:}
 T{?:x:xxxI:y:f:z:}
 T{?:x:=I:y:f:z:}
 T{?:x:=I:y:f:z:}
 T{T{?:x:xxxI:y:f:z:}:a:T{?:x:=I:y:f:z:}:b:}
 T{T{?:x:xxxI:y:f:z:}:a:T{?:x:=I:y:f:z:}:b:}
-0,0,0
-1,1,1.5
-0,2,3
-0,0,0
-1,1,1.5
-0,2,3
-0,0,0|1,1,1.5
-1,1,1.5|0,2,3
-0,2,3|1,3,4.5
+{'names':['x','y','z'], 'formats':['?','<u4','<f4'], 'offsets':[0,4,8], 'itemsize':12}
+[('x', '?'), ('y', '<u4'), ('z', '<f4')]
+[('a', {'names':['x','y','z'], 'formats':['?','<u4','<f4'], 'offsets':[0,4,8], 'itemsize':12}), ('b', [('x', '?'), ('y', '<u4'), ('z', '<f4')])]
+s:0,0,0
+s:1,1,1.5
+s:0,2,3
+p:0,0,0
+p:1,1,1.5
+p:0,2,3
+n:a=s:0,0,0;b=p:1,1,1.5
+n:a=s:1,1,1.5;b=p:0,2,3
+n:a=s:0,2,3;b=p:1,3,4.5
\ No newline at end of file

include/pybind11/numpy.h

@@ -169,6 +169,11 @@ template <typename T> struct format_descriptor
     }
     }
 };
 };
 
 
+template <typename T>
+object dtype_of() {
+    return detail::npy_format_descriptor<T>::descr();
+}
+
 NAMESPACE_BEGIN(detail)
 NAMESPACE_BEGIN(detail)
 
 
 template <typename T> struct npy_format_descriptor<T, typename std::enable_if<std::is_integral<T>::value>::type> {
 template <typename T> struct npy_format_descriptor<T, typename std::enable_if<std::is_integral<T>::value>::type> {