[9b26b7]: / deepvariant / pileup_image_native.h

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/*
* Copyright 2017 Google LLC.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright notice,
* this list of conditions and the following disclaimer.
*
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in the
* documentation and/or other materials provided with the distribution.
*
* 3. Neither the name of the copyright holder nor the names of its
* contributors may be used to endorse or promote products derived from this
* software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
* ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
* LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
* CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
* SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
* INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
* CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
* ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*/
#ifndef LEARNING_GENOMICS_DEEPVARIANT_PILEUP_IMAGE_NATIVE_H_
#define LEARNING_GENOMICS_DEEPVARIANT_PILEUP_IMAGE_NATIVE_H_
#include <memory>
#include <string>
#include <vector>
#include "deepvariant/protos/deepvariant.pb.h"
#include "third_party/nucleus/protos/reads.pb.h"
#include "third_party/nucleus/util/proto_ptr.h"
namespace learning {
namespace genomics {
namespace deepvariant {
using std::string;
constexpr int NUM_CHANNELS = 6;
constexpr int NUM_SEQ_TYPE = PileupImageOptions::SequencingType_ARRAYSIZE;
template <class T>
std::vector<T> ToVector(const google::protobuf::RepeatedPtrField<T> container) {
return std::vector<T>(std::make_move_iterator(container.begin()),
std::make_move_iterator(container.end()));
}
struct ImageRow {
std::vector<unsigned char> base;
std::vector<unsigned char> base_quality;
std::vector<unsigned char> mapping_quality;
std::vector<unsigned char> on_positive_strand;
std::vector<unsigned char> supports_alt;
std::vector<unsigned char> matches_ref;
std::vector<unsigned char> sequencing_type;
std::vector<unsigned char> allele_frequency;
std::vector<unsigned char> hp_value;
int num_channels;
bool use_allele_frequency;
bool add_hp_channel;
std::vector<string> channels;
std::vector<std::vector<unsigned char>> channel_data;
int Width() const;
explicit ImageRow(int width, int num_channels, bool use_allele_frequency,
bool add_hp_channel, const std::vector<string>& channels);
};
class PileupImageEncoderNative {
public:
// Essential API methods.
explicit PileupImageEncoderNative(const PileupImageOptions& options);
// Return all the channels in this image, as a list of enums.
std::vector<DeepVariantChannelEnum> AllChannelsEnum(
const std::string& alt_aligned_representation);
// Encode one read into a row of pixels for our image.
std::unique_ptr<ImageRow> EncodeRead(
const learning::genomics::deepvariant::DeepVariantCall& dv_call,
const string& ref_bases, const nucleus::genomics::v1::Read& read,
int image_start_pos, const std::vector<std::string>& alt_alleles);
// Simple wrapper around EncodeRead that allows us to efficiently pass large
// protobufs in from Python. Simply unwraps the ConstProtoPtr objects and
// calls EncodeRead().
std::unique_ptr<ImageRow> EncodeReadPython(
const nucleus::ConstProtoPtr<
const learning::genomics::deepvariant::DeepVariantCall>&
wrapped_dv_call,
const string& ref_bases,
const nucleus::ConstProtoPtr<const ::nucleus::genomics::v1::Read>&
wrapped_read,
int image_start_pos, const std::vector<std::string>& alt_alleles) {
return EncodeRead(*(wrapped_dv_call.p_), ref_bases, *(wrapped_read.p_),
image_start_pos, alt_alleles);
}
// Encode the reference bases into a single row of pixels.
std::unique_ptr<ImageRow> EncodeReference(const string& ref_bases);
public:
// Get the pixel color (int) for a base.
int BaseColor(char base) const;
// Overload of the above provided for CLIF.
int BaseColor(const string& base) const;
// Get the strand pixel color (int) for a positive strand observation.
int StrandColor(bool on_positive_strand) const;
// Get the pixel color (int) for a read that supports an alt allele.
int SupportsAltColor(int read_supports_alt) const;
// Get the pixel color (int) for a read with an allele frequency.
int AlleleFrequencyColor(float allele_frequency) const;
// Get the pixel color (int) for a read that matches ref.
int MatchesRefColor(bool base_matches_ref) const;
// Get the pixel color (int) for a base read quality.
int BaseQualityColor(int base_qual) const;
// Get the pixel color (int) for a base mapping quality.
int MappingQualityColor(int mapping_qual) const;
private:
const PileupImageOptions options_;
};
} // namespace deepvariant
} // namespace genomics
} // namespace learning
#endif // LEARNING_GENOMICS_DEEPVARIANT_PILEUP_IMAGE_NATIVE_H_