blob: e49fec918bf6e9c7db89b25fa74fd5e1bfab2f70 [file] [log] [blame]
From 74a767d42921001fc4569ecee3b8726383c42ad4 Mon Sep 17 00:00:00 2001
From: Bertrand MICHEL <bd2michel@gmail.com>
Date: Tue, 23 Feb 2021 10:57:28 +0100
Subject: [PATCH] Dtype kind vs char (#2864)
* [dtype]: add type() method to access type attribute of PyArray_Descr (eq. to dtype.char in Python)
* [dtype] change type() name method to char_() to be compliant with Python numpy interface
* [dtype] fix by pre-commit
* [dtype] Change comments and solutions format for test
* Clarify documentation and move note about dtype.char vs PyArray_Descr::type to a plain, non-doxygen comment
* Fix and extend tests
* Fix the supposedly fixed tests
* Fix the fixed tests again
Co-authored-by: Bertrand MICHEL <bertrand.michel@onera.fr>
Co-authored-by: Yannick Jadoul <yannick.jadoul@belgacom.net>
---
include/pybind11/numpy.h | 12 +++++++++++-
tests/test_numpy_dtypes.cpp | 20 ++++++++++++++++++++
tests/test_numpy_dtypes.py | 3 +++
3 files changed, 34 insertions(+), 1 deletion(-)
diff --git a/include/pybind11/numpy.h b/include/pybind11/numpy.h
index 019f5688e7..d1ddc4a9db 100644
--- a/include/pybind11/numpy.h
+++ b/include/pybind11/numpy.h
@@ -507,11 +507,21 @@ class dtype : public object {
return detail::array_descriptor_proxy(m_ptr)->names != nullptr;
}
- /// Single-character type code.
+ /// Single-character code for dtype's kind.
+ /// For example, floating point types are 'f' and integral types are 'i'.
char kind() const {
return detail::array_descriptor_proxy(m_ptr)->kind;
}
+ /// Single-character for dtype's type.
+ /// For example, ``float`` is 'f', ``double`` 'd', ``int`` 'i', and ``long`` 'd'.
+ char char_() const {
+ // Note: The signature, `dtype::char_` follows the naming of NumPy's
+ // public Python API (i.e., ``dtype.char``), rather than its internal
+ // C API (``PyArray_Descr::type``).
+ return detail::array_descriptor_proxy(m_ptr)->type;
+ }
+
private:
static object _dtype_from_pep3118() {
static PyObject *obj = module_::import("numpy.core._internal")
diff --git a/tests/test_numpy_dtypes.cpp b/tests/test_numpy_dtypes.cpp
index b2e5e60756..9dece73ec3 100644
--- a/tests/test_numpy_dtypes.cpp
+++ b/tests/test_numpy_dtypes.cpp
@@ -358,6 +358,14 @@ TEST_SUBMODULE(numpy_dtypes, m) {
});
// test_dtype
+ std::vector<const char *> dtype_names{
+ "byte", "short", "intc", "int_", "longlong",
+ "ubyte", "ushort", "uintc", "uint", "ulonglong",
+ "half", "single", "double", "longdouble",
+ "csingle", "cdouble", "clongdouble",
+ "bool_", "datetime64", "timedelta64", "object_"
+ };
+
m.def("print_dtypes", []() {
py::list l;
for (const py::handle &d : {
@@ -376,6 +384,18 @@ TEST_SUBMODULE(numpy_dtypes, m) {
return l;
});
m.def("test_dtype_ctors", &test_dtype_ctors);
+ m.def("test_dtype_kind", [dtype_names]() {
+ py::list list;
+ for (auto& dt_name : dtype_names)
+ list.append(py::dtype(dt_name).kind());
+ return list;
+ });
+ m.def("test_dtype_char_", [dtype_names]() {
+ py::list list;
+ for (auto& dt_name : dtype_names)
+ list.append(py::dtype(dt_name).char_());
+ return list;
+ });
m.def("test_dtype_methods", []() {
py::list list;
auto dt1 = py::dtype::of<int32_t>();
diff --git a/tests/test_numpy_dtypes.py b/tests/test_numpy_dtypes.py
index f56b776a40..0a5881e49d 100644
--- a/tests/test_numpy_dtypes.py
+++ b/tests/test_numpy_dtypes.py
@@ -169,6 +169,9 @@ def test_dtype(simple_dtype):
np.zeros(1, m.trailing_padding_dtype())
)
+ assert m.test_dtype_kind() == list("iiiiiuuuuuffffcccbMmO")
+ assert m.test_dtype_char_() == list("bhilqBHILQefdgFDG?MmO")
+
def test_recarray(simple_dtype, packed_dtype):
elements = [(False, 0, 0.0, -0.0), (True, 1, 1.5, -2.5), (False, 2, 3.0, -5.0)]