2025-01-10 11:35:44 +01:00
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// Copyright 2010-2025 Google LLC
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2025-01-06 13:20:57 +01:00
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#include "examples/cpp/fap_parser.h"
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#include <algorithm>
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#include <string>
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#include <vector>
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#include "absl/strings/match.h"
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#include "absl/strings/numbers.h"
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#include "absl/strings/str_split.h"
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#include "ortools/base/helpers.h"
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#include "ortools/base/map_util.h"
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namespace operations_research {
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namespace {
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int strtoint32(const std::string& word) {
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int result;
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CHECK(absl::SimpleAtoi(word, &result));
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return result;
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}
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} // namespace
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void ParseFileByLines(const std::string& filename,
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std::vector<std::string>* lines) {
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CHECK(lines != nullptr);
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std::string result;
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CHECK_OK(file::GetContents(filename, &result, file::Defaults()));
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*lines = absl::StrSplit(result, '\n', absl::SkipEmpty());
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}
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// VariableParser Implementation
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VariableParser::VariableParser(const std::string& data_directory)
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: filename_(data_directory + "/var.txt") {}
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VariableParser::~VariableParser() = default;
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void VariableParser::Parse() {
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std::vector<std::string> lines;
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ParseFileByLines(filename_, &lines);
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for (const std::string& line : lines) {
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std::vector<std::string> tokens =
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absl::StrSplit(line, ' ', absl::SkipEmpty());
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if (tokens.empty()) {
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continue;
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}
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CHECK_GE(tokens.size(), 2);
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FapVariable variable;
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variable.domain_index = strtoint32(tokens[1]);
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if (tokens.size() > 3) {
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variable.initial_position = strtoint32(tokens[2]);
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variable.mobility_index = strtoint32(tokens[3]);
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}
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gtl::InsertOrUpdate(&variables_, strtoint32(tokens[0]), variable);
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}
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}
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// DomainParser Implementation
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DomainParser::DomainParser(const std::string& data_directory)
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: filename_(data_directory + "/dom.txt") {}
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DomainParser::~DomainParser() = default;
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void DomainParser::Parse() {
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std::vector<std::string> lines;
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ParseFileByLines(filename_, &lines);
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for (const std::string& line : lines) {
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std::vector<std::string> tokens =
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absl::StrSplit(line, ' ', absl::SkipEmpty());
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if (tokens.empty()) {
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continue;
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}
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CHECK_GE(tokens.size(), 2);
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const int key = strtoint32(tokens[0]);
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std::vector<int> domain;
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domain.clear();
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for (int i = 2; i < tokens.size(); ++i) {
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domain.push_back(strtoint32(tokens[i]));
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}
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if (!domain.empty()) {
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gtl::InsertOrUpdate(&domains_, key, domain);
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}
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}
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}
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// ConstraintParser Implementation
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ConstraintParser::ConstraintParser(const std::string& data_directory)
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: filename_(data_directory + "/ctr.txt") {}
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ConstraintParser::~ConstraintParser() = default;
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void ConstraintParser::Parse() {
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std::vector<std::string> lines;
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ParseFileByLines(filename_, &lines);
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for (const std::string& line : lines) {
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std::vector<std::string> tokens =
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absl::StrSplit(line, ' ', absl::SkipEmpty());
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if (tokens.empty()) {
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continue;
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}
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CHECK_GE(tokens.size(), 5);
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FapConstraint constraint;
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constraint.variable1 = strtoint32(tokens[0]);
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constraint.variable2 = strtoint32(tokens[1]);
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constraint.type = tokens[2];
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constraint.operation = tokens[3];
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constraint.value = strtoint32(tokens[4]);
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if (tokens.size() > 5) {
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constraint.weight_index = strtoint32(tokens[5]);
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}
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constraints_.push_back(constraint);
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}
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}
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// ParametersParser Implementation
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const int ParametersParser::kConstraintCoefficientNo;
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const int ParametersParser::kVariableCoefficientNo;
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const int ParametersParser::kCoefficientNo;
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ParametersParser::ParametersParser(const std::string& data_directory)
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: filename_(data_directory + "/cst.txt"),
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objective_(""),
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constraint_weights_(kConstraintCoefficientNo, 0),
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variable_weights_(kVariableCoefficientNo, 0) {}
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ParametersParser::~ParametersParser() = default;
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void ParametersParser::Parse() {
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bool objective = true;
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bool largest_token = false;
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bool value_token = false;
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bool number_token = false;
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bool values_token = false;
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bool coefficient = false;
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std::vector<int> coefficients;
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std::vector<std::string> lines;
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ParseFileByLines(filename_, &lines);
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for (const std::string& line : lines) {
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if (objective) {
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largest_token = largest_token || absl::StrContains(line, "largest");
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value_token = value_token || absl::StrContains(line, "value");
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number_token = number_token || absl::StrContains(line, "number");
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values_token = values_token || absl::StrContains(line, "values");
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coefficient = coefficient || absl::StrContains(line, "coefficient");
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}
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if (coefficient) {
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CHECK_EQ(kCoefficientNo,
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kConstraintCoefficientNo + kVariableCoefficientNo);
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objective = false;
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if (absl::StrContains(line, "=")) {
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std::vector<std::string> tokens =
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absl::StrSplit(line, ' ', absl::SkipEmpty());
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CHECK_GE(tokens.size(), 3);
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coefficients.push_back(strtoint32(tokens[2]));
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}
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}
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}
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if (coefficient) {
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CHECK_EQ(kCoefficientNo, coefficients.size());
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for (int i = 0; i < kCoefficientNo; i++) {
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if (i < kConstraintCoefficientNo) {
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constraint_weights_[i] = coefficients[i];
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} else {
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variable_weights_[i - kConstraintCoefficientNo] = coefficients[i];
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}
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}
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}
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if (largest_token && value_token) {
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objective_ = "Minimize the largest assigned value.";
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} else if (number_token && values_token) {
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objective_ = "Minimize the number of assigned values.";
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} else {
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// Should not reach this point.
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LOG(WARNING) << "Cannot read the objective of the instance.";
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}
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}
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// TODO(user): Make FindComponents linear instead of quadratic.
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void FindComponents(const std::vector<FapConstraint>& constraints,
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const absl::btree_map<int, FapVariable>& variables,
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const int maximum_variable_id,
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absl::flat_hash_map<int, FapComponent>* components) {
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std::vector<int> in_component(maximum_variable_id + 1, -1);
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int constraint_index = 0;
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for (const FapConstraint& constraint : constraints) {
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const int variable_id1 = constraint.variable1;
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const int variable_id2 = constraint.variable2;
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const FapVariable& variable1 = gtl::FindOrDie(variables, variable_id1);
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const FapVariable& variable2 = gtl::FindOrDie(variables, variable_id2);
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CHECK_LT(variable_id1, in_component.size());
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CHECK_LT(variable_id2, in_component.size());
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if (in_component[variable_id1] < 0 && in_component[variable_id2] < 0) {
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// None of the variables belong to an existing component.
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// Create a new one.
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FapComponent component;
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const int component_index = constraint_index;
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gtl::InsertOrUpdate(&(component.variables), variable_id1, variable1);
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gtl::InsertOrUpdate(&(component.variables), variable_id2, variable2);
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in_component[variable_id1] = component_index;
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in_component[variable_id2] = component_index;
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component.constraints.push_back(constraint);
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gtl::InsertOrUpdate(components, component_index, component);
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} else if (in_component[variable_id1] >= 0 &&
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in_component[variable_id2] < 0) {
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// If variable1 belongs to an existing component, variable2 should
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// also be included in the same component.
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const int component_index = in_component[variable_id1];
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CHECK(components->contains(component_index));
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gtl::InsertOrUpdate(&((*components)[component_index].variables),
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variable_id2, variable2);
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in_component[variable_id2] = component_index;
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(*components)[component_index].constraints.push_back(constraint);
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} else if (in_component[variable_id1] < 0 &&
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in_component[variable_id2] >= 0) {
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// If variable2 belongs to an existing component, variable1 should
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// also be included in the same component.
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const int component_index = in_component[variable_id2];
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CHECK(components->contains(component_index));
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gtl::InsertOrUpdate(&((*components)[component_index].variables),
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variable_id1, variable1);
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in_component[variable_id1] = component_index;
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(*components)[component_index].constraints.push_back(constraint);
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} else {
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// The current constraint connects two different components.
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const int component_index1 = in_component[variable_id1];
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const int component_index2 = in_component[variable_id2];
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const int min_component_index =
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std::min(component_index1, component_index2);
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const int max_component_index =
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std::max(component_index1, component_index2);
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CHECK(components->contains(min_component_index));
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CHECK(components->contains(max_component_index));
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if (min_component_index != max_component_index) {
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// Update the component_index of maximum indexed component's variables.
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for (const auto& variable :
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(*components)[max_component_index].variables) {
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int variable_id = variable.first;
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in_component[variable_id] = min_component_index;
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}
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// Insert all the variables of the maximum indexed component to the
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// variables of the minimum indexed component.
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((*components)[min_component_index])
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.variables.insert(
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((*components)[max_component_index]).variables.begin(),
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((*components)[max_component_index]).variables.end());
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// Insert all the constraints of the maximum indexed component to the
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// constraints of the minimum indexed component.
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((*components)[min_component_index])
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.constraints.insert(
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((*components)[min_component_index]).constraints.end(),
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((*components)[max_component_index]).constraints.begin(),
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((*components)[max_component_index]).constraints.end());
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(*components)[min_component_index].constraints.push_back(constraint);
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// Delete the maximum indexed component from the components set.
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components->erase(max_component_index);
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} else {
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// Both variables belong to the same component, just add the constraint.
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(*components)[min_component_index].constraints.push_back(constraint);
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}
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}
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constraint_index++;
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}
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}
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int EvaluateConstraintImpact(const absl::btree_map<int, FapVariable>& variables,
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const int max_weight_cost,
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const FapConstraint constraint) {
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const FapVariable& variable1 =
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gtl::FindOrDie(variables, constraint.variable1);
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const FapVariable& variable2 =
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gtl::FindOrDie(variables, constraint.variable2);
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const int degree1 = variable1.degree;
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const int degree2 = variable2.degree;
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const int max_degree = std::max(degree1, degree2);
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const int min_degree = std::min(degree1, degree2);
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const int operator_impact =
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constraint.operation == "=" ? max_degree : min_degree;
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const int kHardnessBias = 10;
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int hardness_impact = 0;
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if (constraint.hard) {
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hardness_impact = max_weight_cost > 0 ? kHardnessBias * max_weight_cost : 0;
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} else {
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hardness_impact = constraint.weight_cost;
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}
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return max_degree + min_degree + operator_impact + hardness_impact;
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}
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void ParseInstance(const std::string& data_directory, bool find_components,
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absl::btree_map<int, FapVariable>* variables,
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std::vector<FapConstraint>* constraints,
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std::string* objective, std::vector<int>* frequencies,
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absl::flat_hash_map<int, FapComponent>* components) {
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CHECK(variables != nullptr);
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CHECK(constraints != nullptr);
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CHECK(objective != nullptr);
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CHECK(frequencies != nullptr);
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// Parse the data files.
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VariableParser var(data_directory);
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var.Parse();
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*variables = var.variables();
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const int maximum_variable_id = variables->rbegin()->first;
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ConstraintParser ctr(data_directory);
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ctr.Parse();
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*constraints = ctr.constraints();
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DomainParser dom(data_directory);
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dom.Parse();
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ParametersParser cst(data_directory);
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cst.Parse();
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const int maximum_weight_cost = *std::max_element(
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(cst.constraint_weights()).begin(), (cst.constraint_weights()).end());
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// Make the variables of the instance.
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for (auto& it : *variables) {
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it.second.domain = gtl::FindOrDie(dom.domains(), it.second.domain_index);
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it.second.domain_size = it.second.domain.size();
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if ((it.second.mobility_index == -1) || (it.second.mobility_index == 0)) {
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it.second.mobility_cost = -1;
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if (it.second.initial_position != -1) {
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it.second.hard = true;
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}
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} else {
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it.second.mobility_cost =
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(cst.variable_weights())[it.second.mobility_index - 1];
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}
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}
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// Make the constraints of the instance.
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for (FapConstraint& ct : *constraints) {
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if ((ct.weight_index == -1) || (ct.weight_index == 0)) {
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ct.weight_cost = -1;
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ct.hard = true;
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} else {
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ct.weight_cost = (cst.constraint_weights())[ct.weight_index - 1];
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ct.hard = false;
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}
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++((*variables)[ct.variable1]).degree;
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++((*variables)[ct.variable2]).degree;
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}
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// Make the available frequencies of the instance.
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*frequencies = gtl::FindOrDie(dom.domains(), 0);
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// Make the objective of the instance.
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*objective = cst.objective();
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if (find_components) {
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CHECK(components != nullptr);
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FindComponents(*constraints, *variables, maximum_variable_id, components);
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// Evaluate each components's constraints impacts.
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for (auto& component : *components) {
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for (auto& constraint : component.second.constraints) {
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constraint.impact = EvaluateConstraintImpact(
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*variables, maximum_weight_cost, constraint);
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}
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}
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} else {
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for (FapConstraint& constraint : *constraints) {
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constraint.impact =
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EvaluateConstraintImpact(*variables, maximum_weight_cost, constraint);
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}
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}
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}
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} // namespace operations_research
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