/* by korenkonder GitHub/GitLab: korenkonder */ #include "interpolation.hpp" void interpolate_chs_reverse_value(const float_t* arr, const size_t length, float_t& t1, float_t& t2, const size_t f1, const size_t f2, const size_t f) { const vec2 t = ((float_t)(int64_t)(f - f1) + vec2(0.0f, 1.0f)) / (float_t)(int64_t)(f2 - f1); const vec2 t_2 = t * t; const vec2 t_3 = t_2 * t; const vec2 t_23 = 3.0f * t_2; const vec2 t_32 = 2.0f * t_3; const vec2 h00 = t_32 - t_23 + 1.0f; const vec2 h01 = t_23 - t_32; const vec2 h10 = t_3 - 2.0f * t_2 + t; const vec2 h11 = t_3 - t_2; const vec2 t1_t2 = *(vec2*)&arr[f] - h00 * arr[f1] - h01 * arr[f2]; const float_t t_div = (t_2.x - t.x) * (t_2.y - t.y); const vec2 t1_t2a = t1_t2 / t_div; t1 = -h11.y * t1_t2a.x + h11.x * t1_t2a.y; t2 = h10.y * t1_t2a.x - h10.x * t1_t2a.y; } void interpolate_chs_reverse_value(const float_t* arr, const size_t length, float_t& t1a, float_t& t2a, float_t& t1b, float_t& t2b, float_t& t1c, float_t& t2c, const size_t f1, const size_t f2, const size_t f) { const vec4 t = ((float_t)(int64_t)(f - f1) + vec4(0.0f, 1.0f, 2.0f, 3.0f)) / (float_t)(int64_t)(f2 - f1); const vec4 t_2 = t * t; const vec4 t_3 = t_2 * t; const vec4 t_23 = 3.0f * t_2; const vec4 t_32 = 2.0f * t_3; const vec4 h00 = t_32 - t_23 + 1.0f; const vec4 h01 = t_23 - t_32; const vec4 h10 = t_3 - 2.0f * t_2 + t; const vec4 h11 = t_3 - t_2; const vec4 t1_t2 = *(vec4*)&arr[f] - h00 * arr[f1] - h01 * arr[f2]; const vec3 t_div = (*(vec3*)&t_2.x - *(vec3*)&t.x) * (*(vec3*)&t_2.y - *(vec3*)&t.y); const vec3 t1_t2a = *(vec3*)&t1_t2.x / t_div; const vec3 t1_t2b = *(vec3*)&t1_t2.y / t_div; const vec3 t1 = -*(vec3*)&h11.y * t1_t2a + *(vec3*)&h11.x * t1_t2b; const vec3 t2 = *(vec3*)&h10.y * t1_t2a - *(vec3*)&h10.x * t1_t2b; t1a = t1.x; t2a = t2.x; t1b = t1.y; t2b = t2.y; t1c = t1.z; t2c = t2.z; } void interpolate_chs_reverse_value(const double_t* arr, const size_t length, double_t& t1, double_t& t2, const size_t f1, const size_t f2, const size_t f) { const vec2d t = ((double_t)(int64_t)(f - f1) + vec2d(0.0, 1.0)) / (double_t)(int64_t)(f2 - f1); const vec2d t_2 = t * t; const vec2d t_3 = t_2 * t; const vec2d t_23 = 3.0 * t_2; const vec2d t_32 = 2.0 * t_3; const vec2d h00 = t_32 - t_23 + 1.0; const vec2d h01 = t_23 - t_32; const vec2d h10 = t_3 - 2.0 * t_2 + t; const vec2d h11 = t_3 - t_2; const vec2d t1_t2 = *(vec2d*)&arr[f] - h00 * arr[f1] - h01 * arr[f2]; const double_t t_div = (t_2.x - t.x) * (t_2.y - t.y); const vec2d t1_t2a = t1_t2 / t_div; t1 = -h11.y * t1_t2a.x + h11.x * t1_t2a.y; t2 = h10.y * t1_t2a.x - h10.x * t1_t2a.y; } void interpolate_chs_reverse(const float_t* arr, const size_t length, float_t& t1, float_t& t2, const size_t f1, const size_t f2) { t1 = 0.0f; t2 = 0.0f; if (f2 - f1 - 2 < 1) return; double_t tt1 = 0.0; double_t tt2 = 0.0; size_t i = f1 + 1; for (; i < f2 - 1 && i + 3 <= f2 - 1; i += 3) { float_t t1a = 0.0f; float_t t2a = 0.0f; float_t t1b = 0.0f; float_t t2b = 0.0f; float_t t1c = 0.0f; float_t t2c = 0.0f; interpolate_chs_reverse_value(arr, length, t1a, t2a, t1b, t2b, t1c, t2c, f1, f2, i); tt1 += t1a; tt1 += t2a; tt1 += t1b; tt1 += t2b; tt1 += t1c; tt1 += t2c; } for (; i < f2 - 1; i++) { float_t t1 = 0.0f; float_t t2 = 0.0f; interpolate_chs_reverse_value(arr, length, t1, t2, f1, f2, i); tt1 += t1; tt2 += t2; } t1 = (float_t)(tt1 / (double_t)(f2 - f1 - 2)); t2 = (float_t)(tt2 / (double_t)(f2 - f1 - 2)); } void interpolate_chs_reverse(const double_t* arr, const size_t length, double_t& t1, double_t& t2, const size_t f1, const size_t f2) { t1 = 0.0; t2 = 0.0; if (f2 - f1 - 2 < 1) return; double_t _t1 = 0.0; double_t _t2 = 0.0; double_t tt1 = 0.0; double_t tt2 = 0.0; for (size_t i = f1 + 1; i < f2 - 1; i++) { interpolate_chs_reverse_value(arr, length, _t1, _t2, f1, f2, i); tt1 += _t1; tt2 += _t2; } t1 = tt1 / (double_t)(f2 - f1 - 2); t2 = tt2 / (double_t)(f2 - f1 - 2); } int32_t interpolate_chs_reverse_sequence(const std::vector& values_src, std::vector& values, const bool fast) { size_t count = values_src.size(); if (!count) return 0; else if (count == 1) { if (values_src[0] != 0.0f) { values.push_back({ 0, values_src[0] }); return 1; } else return 0; } else { const float_t val = values_src.data()[0]; const float_t* arr = &values_src.data()[1]; bool constant = true; size_t i = count - 1; if (constant) { const vec4 p1[8] = { val, val, val, val, val, val, val, val }; for (size_t j = i / 32; j; j--, i -= 32) if (memcmp(p1, arr, sizeof(vec4) * 8)) { constant = false; break; } else arr += 32; } if (constant) { const vec4 p1[4] = { val, val, val, val }; for (size_t j = i / 16; j; j--, i -= 16) if (memcmp(p1, arr, sizeof(vec4) * 4)) { constant = false; break; } else arr += 16; } if (constant) { const vec4 p1[2] = { val, val }; for (size_t j = i / 8; j; j--, i -= 8) if (memcmp(p1, arr, sizeof(vec4) * 2)) { constant = false; break; } else arr += 8; } if (constant) { const vec4 p1 = val; for (size_t j = i / 4; j; j--, i -= 4) if (memcmp(&p1, arr, sizeof(vec4))) { constant = false; break; } else arr += 4; } if (constant) { const float_t p1 = val; for (size_t j = i; j; j--, i--) if (memcmp(&p1, arr, sizeof(float_t))) { constant = false; break; } else arr++; } if (constant) if (values_src[0] != 0.0f) { values.push_back({ 0, values_src[0] }); return 1; } else return 0; } const float_t* arr = values_src.data(); const float_t reverse_bias = 0.0001f; const int32_t reverse_min_count = 4; const float_t* a = arr; size_t left_count = count; int32_t frame = 0; int32_t prev_frame = 0; float_t t2_old = 0.0f; while (left_count > 0) { if (left_count < reverse_min_count) { if (left_count > 1) { values.push_back({ (float_t)frame, a[0], t2_old, 0.0f }); for (size_t j = 1; j < left_count - 1; j++) values.push_back({ (float_t)(int64_t)(frame + j), a[j] }); t2_old = 0.0f; } break; } size_t i = 0; size_t i_prev = 0; float_t t1 = 0.0f; float_t t2 = 0.0f; float_t t1_prev = 0.0f; float_t t2_prev = 0.0f; bool has_prev_succeded = false; bool has_error = false; bool has_prev_error = false; bool constant_prev = false; int32_t c = 0; for (i = reverse_min_count - 1, i_prev = i; i < left_count; i++) { bool constant = true; size_t j = 1; if (constant) { const vec4 p1[8] = { a[0], a[0], a[0], a[0], a[0], a[0], a[0], a[0] }; for (; j <= i && j + 32 <= i; j += 32) if (memcmp(p1, &a[j], sizeof(vec4) * 8)) { constant = false; break; } } if (constant) { const vec4 p1[4] = { a[0], a[0], a[0], a[0] }; for (; j <= i && j + 16 <= i; j += 16) if (memcmp(p1, &a[j], sizeof(vec4) * 4)) { constant = false; break; } } if (constant) { const vec4 p1[2] = { a[0], a[0] }; for (; j <= i && j + 8 <= i; j += 8) if (memcmp(p1, &a[j], sizeof(vec4) * 2)) { constant = false; break; } } if (constant) { const vec4 p1 = a[0]; for (; j <= i && j + 4 <= i; j += 4) if (memcmp(&p1, &a[j], sizeof(vec4))) { constant = false; break; } } if (constant) { const float_t p1 = a[0]; for (; j <= i; j++) if (memcmp(&p1, &a[j], sizeof(float_t))) { constant = false; break; } } t1 = 0.0f; t2 = 0.0f; has_error = false; if (!constant) { if (!fast) { double_t t1_accum = 0.0; double_t t2_accum = 0.0; size_t j = 1; for (; j < i - 1 && j + 3 <= i - 1; j += 3) { float_t t1a = 0.0f; float_t t2a = 0.0f; float_t t1b = 0.0f; float_t t2b = 0.0f; float_t t1c = 0.0f; float_t t2c = 0.0f; interpolate_chs_reverse_value(a, left_count, t1a, t2a, t1b, t2b, t1c, t2c, 0, i, j); t1_accum += t1a; t2_accum += t2a; t1_accum += t1b; t2_accum += t2b; t1_accum += t1c; t2_accum += t2c; } for (; j < i - 1; j++) { float_t t1 = 0.0f; float_t t2 = 0.0f; interpolate_chs_reverse_value(a, left_count, t1, t2, 0, i, j); t1_accum += t1; t2_accum += t2; } t1 = (float_t)(t1_accum / (double_t)(i - 2)); t2 = (float_t)(t2_accum / (double_t)(i - 2)); } else interpolate_chs_reverse_value(a, left_count, t1, t2, 0, i, 1); has_error = false; for (size_t j = 1; j < i; j++) { float_t val = interpolate_chs_value(a[0], a[i], t1, t2, 0.0f, (float_t)i, (float_t)j); if (fabsf(val - a[j]) > reverse_bias) { has_error = true; break; } } if (fabsf(t1) > 0.5f || fabsf(t2) > 0.5f) has_error = true; } if (!has_error) { i_prev = i; t1_prev = t1; t2_prev = t2; constant_prev = constant; has_prev_error = false; has_prev_succeded = true; if (i < left_count) continue; } if (has_prev_succeded) { i = i_prev; t1 = t1_prev; t2 = t2_prev; constant = constant_prev; has_error = false; has_prev_succeded = false; } if (!has_error) { if (constant) { t1 = 0.0f; t2 = 0.0f; } c = (int32_t)i; values.push_back({ (float_t)frame, a[0], t2_old, t1 }); t2_old = t2; has_prev_error = false; break; } has_prev_error = true; } if (has_prev_succeded) { if (has_error) { values.push_back({ (float_t)frame, a[0], t2_old, 0.0f }); for (size_t j = 1; j < c; j++) values.push_back({ (float_t)(int64_t)(frame + j), a[j] }); t2_old = 0.0f; } else { values.push_back({ (float_t)frame, a[0], t2_old, t1_prev }); t2_old = t2_prev; } c = (int32_t)i; } else if (has_prev_error) { values.push_back({ (float_t)frame, a[0], t2_old, 0.0f }); t2_old = 0.0f; c = 1; } prev_frame = frame; frame += c; a += c; left_count -= c; } values.push_back({ (float_t)(int64_t)(count - 1), arr[count - 1], t2_old, 0.0f }); if (values.size() > 2) { kft3* keys = values.data(); size_t length = values.size(); for (size_t i = 0; i < length - 3; i++) if (*(uint32_t*)&keys[i + 0].value == *(uint32_t*)&keys[i + 1].value && *(uint32_t*)&keys[i + 1].value == *(uint32_t*)&keys[i + 2].value && *(uint32_t*)&keys[i + 0].tangent2 == 0 && *(uint32_t*)&keys[i + 1].tangent1 == 0 && *(uint32_t*)&keys[i + 1].tangent2 == 0 && *(uint32_t*)&keys[i + 2].tangent1 == 0) { keys[i + 1].frame = keys[i + 2].frame; keys[i + 1].tangent2 = keys[i + 2].tangent2; values.erase(values.begin() + (i + 2)); keys = values.data(); length = values.size(); if (length < 3) break; } } if (values.size() >= 2) { kft3* keys = values.data(); if (*(uint32_t*)&keys[0].value == *(uint32_t*)&keys[1].value && *(uint32_t*)&keys[0].tangent1 == 0 && *(uint32_t*)&keys[0].tangent2 == 0 && *(uint32_t*)&keys[1].tangent1 == 0) { keys[0].frame = keys[1].frame; keys[0].tangent2 = keys[1].tangent2; values.erase(values.begin() + 1); } } if (values.size() >= 2) { kft3* keys = values.data(); size_t length = values.size(); if (*(uint32_t*)&keys[length - 2].value == *(uint32_t*)&keys[length - 1].value && *(uint32_t*)&keys[length - 2].tangent2 == 0 && *(uint32_t*)&keys[length - 1].tangent1 == 0 && *(uint32_t*)&keys[length - 1].tangent2 == 0) { values.erase(values.begin() + (length - 1)); } } kft3* keys = values.data(); size_t length = values.size(); for (size_t i = 0; i < count; i++) { float_t frame = (float_t)(int64_t)i; kft3* first_key = keys; kft3* key = keys; size_t _length = length; size_t temp; while (_length > 0) if (frame < key[temp = _length / 2].frame) _length = temp; else { key += temp + 1; _length -= temp + 1; } float_t val; if (key == first_key) val = first_key->value; else if (key == &first_key[length]) val = key[-1].value; else val = interpolate_linear_value(key[-1].value, key[0].value, key[-1].frame, key[0].frame, frame); if (fabsf(val - arr[i]) > reverse_bias) return 3; } for (kft3& i : values) { i.tangent1 = 0.0f; i.tangent2 = 0.0f; } return 2; }