* This file is part of the MindStudio project.
* Copyright (c) 2025 Huawei Technologies Co.,Ltd.
*
* MindStudio is licensed under Mulan PSL v2.
* You can use this software according to the terms and conditions of the Mulan PSL v2.
* You may obtain a copy of Mulan PSL v2 at:
*
* http://license.coscl.org.cn/MulanPSL2
*
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND,
* EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT,
* MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE.
* See the Mulan PSL v2 for more details.
* ------------------------------------------------------------------------- */
#include <map>
#include <cstdint>
#include <cmath>
#include <limits>
namespace Mskpp {
double LinearInterpolate(const std::map<uint32_t, double>& curves, uint32_t x)
{
if (curves.empty()) {
return 0.0;
}
if (x <= curves.begin()->first) {
return curves.begin()->second;
} else if (x >= curves.rbegin()->first) {
return curves.rbegin()->second;
}
auto right = curves.upper_bound(x);
auto left = std::prev(right, 1);
if (std::fabs(right->first - left->first) <= std::numeric_limits<double>::epsilon()) {
return 0.0;
}
return ((x - left->first) * right->second + (right->first - x) * left->second) /
(right->first - left->first);
}
}