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b/third_party/nucleus/util/math.cc |
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/* |
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* Copyright 2018 Google LLC. |
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* |
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* Redistribution and use in source and binary forms, with or without |
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* modification, are permitted provided that the following conditions |
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* are met: |
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* |
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* 1. Redistributions of source code must retain the above copyright notice, |
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* this list of conditions and the following disclaimer. |
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* |
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* 2. Redistributions in binary form must reproduce the above copyright |
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* notice, this list of conditions and the following disclaimer in the |
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* documentation and/or other materials provided with the distribution. |
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* |
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* 3. Neither the name of the copyright holder nor the names of its |
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* contributors may be used to endorse or promote products derived from this |
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* software without specific prior written permission. |
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* |
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" |
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* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE |
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* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE |
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* ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE |
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* LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR |
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* CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF |
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* SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS |
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* INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN |
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* CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) |
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* ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE |
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* POSSIBILITY OF SUCH DAMAGE. |
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* |
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*/ |
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#include <algorithm> |
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#include <cmath> |
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#include "absl/log/check.h" |
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#include "third_party/nucleus/util/math.h" |
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namespace nucleus { |
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double PhredToPError(const int phred) { |
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CHECK_GE(phred, 0); |
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return std::pow(10.0, -static_cast<double>(phred) / 10.0); |
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} |
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double PhredToLog10PError(const int phred) { |
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CHECK_GE(phred, 0); |
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return -static_cast<double>(phred) / 10; |
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} |
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double PErrorToPhred(const double perror) { |
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CHECK_GT(perror, 0); |
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CHECK_LE(perror, 1); |
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return Log10PErrorToPhred(PErrorToLog10PError(perror)); |
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} |
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int PErrorToRoundedPhred(const double perror) { |
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CHECK_GT(perror, 0); |
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CHECK_LE(perror, 1); |
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return Log10PErrorToRoundedPhred(PErrorToLog10PError(perror)); |
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} |
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double PErrorToLog10PError(const double perror) { |
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CHECK_GT(perror, 0); |
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CHECK_LE(perror, 1); |
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return std::log10(perror); |
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} |
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double Log10PErrorToPhred(const double log10_perror) { |
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CHECK_LE(log10_perror, 0); |
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return -10 * log10_perror; |
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} |
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int Log10PErrorToRoundedPhred(const double log10_perror) { |
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return std::abs(std::round(Log10PErrorToPhred(log10_perror))); |
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} |
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double Log10PTrueToPhred(const double log10_ptrue, |
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const double value_if_not_finite) { |
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const double ptrue = Log10ToReal(log10_ptrue); |
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const double perror = std::log10(1 - ptrue); |
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return std::isfinite(perror) ? -10 * perror : value_if_not_finite; |
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} |
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double Log10ToReal(const double log10_probability) { |
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CHECK_LE(log10_probability, 0.0); |
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return std::pow(10, log10_probability); |
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} |
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std::vector<double> ZeroShiftLikelihoods( |
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const std::vector<double>& likelihoods) { |
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std::vector<double> normalized(likelihoods.size()); |
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double max = *std::max_element(likelihoods.cbegin(), likelihoods.cend()); |
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std::transform(likelihoods.cbegin(), likelihoods.cend(), |
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normalized.begin(), |
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[max](double x) { return x - max; }); |
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return normalized; |
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} |
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} // namespace nucleus |