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filter.h
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// Copyright 2023 Ant Group Co., Ltd.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#pragma once
#include "engine/framework/operator.h"
namespace scql::engine::op {
/// @brief Filter using a filter tensor to choose the specific rows of data
/// tensors.(tensors including filter tensor have the same number of rows,
/// unlike the FilterByIndex Operator)
/// e.g: when Filter tensor = {1, 0, 1, 0, 0}, In tensor = {0, 1, 2, 3, 4},
/// after filtering the Out tensor = {0, 2}
class Filter : public Operator {
public:
static const std::string kOpType;
static constexpr char kInFilter[] = "Filter";
static constexpr char kInData[] = "In";
static constexpr char kOut[] = "Out";
const std::string& Type() const override;
protected:
void Validate(ExecContext* ctx) override;
void Execute(ExecContext* ctx) override;
private:
static void FilterPrivate(ExecContext* ctx, const pb::Tensor& filter_pb,
const RepeatedPbTensor& data_pbs,
const RepeatedPbTensor& output_pbs);
static void FilterSecret(ExecContext* ctx, const pb::Tensor& filter_pb,
const RepeatedPbTensor& data_pbs,
const RepeatedPbTensor& output_pbs);
static TensorPtr GetPrivateOrPublicTensor(ExecContext* ctx,
const pb::Tensor& input_pb);
};
} // namespace scql::engine::op