pybind_utils.cpp

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// ----------------------------------------------------------------------------
// -                        CloudViewer: www.cloudViewer.org                  -
// ----------------------------------------------------------------------------
// Copyright (c) 2018-2024 www.cloudViewer.org
// SPDX-License-Identifier: MIT
// ----------------------------------------------------------------------------
 
#include "pybind/pybind_utils.h"
 
#include <string>
 
#include "core/Dtype.h"
#include "core/Tensor.h"
#include "pybind/cloudViewer_pybind.h"
 
namespace cloudViewer {
namespace pybind_utils {
 
core::Dtype ArrayFormatToDtype(const std::string& format, size_t byte_size) {
    // In general, format characters follows the standard:
    // https://docs.python.org/3/library/struct.html#format-characters
    //
    // However, some integer dtypes have aliases. E.g. "l" can be 4 bytes or 8
    // bytes depending on the OS. To be safe, we always check the byte size.
    if (format == py::format_descriptor<float>::format() && byte_size == 4)
        return core::Float32;
    if (format == py::format_descriptor<double>::format() && byte_size == 8)
        return core::Float64;
    if (format == py::format_descriptor<int8_t>::format() && byte_size == 1)
        return core::Int8;
    if (format == py::format_descriptor<int16_t>::format() && byte_size == 2)
        return core::Int16;
    if ((format == py::format_descriptor<int32_t>::format() || format == "i" ||
         format == "l") &&
        byte_size == 4)
        return core::Int32;
    if ((format == py::format_descriptor<int64_t>::format() || format == "q" ||
         format == "l") &&
        byte_size == 8)
        return core::Int64;
    if (format == py::format_descriptor<uint8_t>::format() && byte_size == 1)
        return core::UInt8;
    if (format == py::format_descriptor<uint16_t>::format() && byte_size == 2)
        return core::UInt16;
    if ((format == py::format_descriptor<uint32_t>::format() ||
         format == "L") &&
        byte_size == 4)
        return core::UInt32;
    if ((format == py::format_descriptor<uint64_t>::format() ||
         format == "L") &&
        byte_size == 8)
        return core::UInt64;
    if (format == py::format_descriptor<bool>::format() && byte_size == 1)
        return core::Bool;
    utility::LogError(
            "ArrayFormatToDtype: unsupported python array format {} with "
            "byte_size {}.",
            format, byte_size);
    return core::Undefined;
}
 
std::string DtypeToArrayFormat(const core::Dtype& dtype) {
    if (dtype == core::Float32) return py::format_descriptor<float>::format();
    if (dtype == core::Float64) return py::format_descriptor<double>::format();
    if (dtype == core::Int8) return py::format_descriptor<int8_t>::format();
    if (dtype == core::Int16) return py::format_descriptor<int16_t>::format();
    if (dtype == core::Int32) return py::format_descriptor<int32_t>::format();
    if (dtype == core::Int64) return py::format_descriptor<int64_t>::format();
    if (dtype == core::UInt8) return py::format_descriptor<uint8_t>::format();
    if (dtype == core::UInt16) return py::format_descriptor<uint16_t>::format();
    if (dtype == core::UInt32) return py::format_descriptor<uint32_t>::format();
    if (dtype == core::UInt64) return py::format_descriptor<uint64_t>::format();
    if (dtype == core::Bool) return py::format_descriptor<bool>::format();
    utility::LogError("Unsupported data type.");
    return std::string();
}
 
}  // namespace pybind_utils
}  // namespace cloudViewer