data: Add vector_bin_packing

This commit is contained in:
Corentin Le Molgat
2021-04-01 12:10:10 +02:00
parent 7af83803f3
commit ee149e1679
3 changed files with 318 additions and 0 deletions

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// Copyright 2010-2018 Google LLC
// 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.
// Vector Bin Packing Problem.
//
// The problem description is as follows:
//
// Given:
// - a fixed number of resources,
// - a set of equivalent multidimentional bins with max capacity on each
// resource.
// - a set of items, with fixed usage for all resources, and a number of
// copies for each item.
//
// The goal is either:
// - optimization: minimizing the number of bins needed to fit all items, or
// - feasibility: checking if all items can be packed using at most a given
// number of bins.
//
// In both cases we must ensure that for each bin and each resource, the sum of
// sizes of each assigned item is less than the capacity of the resource of the
// bin.
//
// An optional integer imposes an upper bound on how many copies of the same
// item are allowed in a single bin, regardless of resource utilization.
syntax = "proto3";
option java_package = "com.google.ortools.data.vbp";
option java_multiple_files = true;
option csharp_namespace = "Google.OrTools.Data.Vbp";
package operations_research.data.vbp;
message Item {
// Optional name. This is only used for display/debugging purposes.
string name = 1;
// Resource usages for this item. All usages must be non-negative.
// Should be the same size as resource_capacity in the
// VectorBinPackingProblem.
repeated int64 resource_usage = 2;
// Number of identical copies of this item.
int32 num_copies = 3;
// An optional upper bound on how many copies of the same item are allowed in
// a single bin, regardless of resource utilization. A value of 0 is
// interpreted as no limit.
int32 max_number_of_copies_per_bin = 4;
}
message VectorBinPackingProblem {
// Optional name.
string name = 1;
// Max capacity of each resource.
// All bins have the same resource capacities.
repeated int64 resource_capacity = 2;
// Resources names. This can either be left empty or
// must be of the same size as resource_capacity.
repeated string resource_name = 3;
// The list of items which are to be assigned to bins.
repeated Item item = 4;
// The maximum number of bins available. A value of 0 is interpreted as no
// limit. Nonzero values are used to encode feasibility problems.
int32 max_bins = 5;
}
// Describe one filled bin in the solution.
message VectorBinPackingOneBinInSolution {
// Which items are in this bin. They are supposed to be unique.
repeated int32 item_indices = 1;
// How many of each items are in this bins.
repeated int32 item_copies = 2;
}
// Solve status
enum VectorBinPackingSolveStatus {
// Default state.
VECTOR_BIN_PACKING_SOLVE_STATUS_UNSPECIFIED = 0;
// The optimal solution was found and proven.
OPTIMAL = 1;
// A feasible solution has been found.
FEASIBLE = 2;
// The problem is infeasible.
INFEASIBLE = 3;
}
message VectorBinPackingSolution {
// Optional info from the solver.
string solver_info = 1;
// Filled bins.
repeated VectorBinPackingOneBinInSolution bins = 2;
// Solve status.
VectorBinPackingSolveStatus status = 3;
// Objective value.
double objective_value = 4;
// Solve time in seconds.
double solve_time_in_seconds = 5;
// Time to create the Arc-Flow graph.
double arc_flow_time_in_seconds = 6;
// TODO(user): Do we add copies of bins?
}

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// Copyright 2010-2018 Google LLC
// 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.
#include "ortools/data/vector_bin_packing_parser.h"
#include <cstdint>
#include "absl/strings/numbers.h"
#include "absl/strings/str_split.h"
#include "ortools/base/filelineiter.h"
#include "ortools/data/vector_bin_packing.pb.h"
namespace operations_research {
namespace data {
namespace vbp {
bool VbpParser::ParseFile(const std::string& data_filename) {
vbp_.Clear();
load_status_ = DIMENSION_SECTION;
for (const std::string& line : FileLines(data_filename)) {
if (load_status_ == ERROR_FOUND) break;
ProcessLine(line);
}
// Checks status.
if (load_status_ == ERROR_FOUND) {
LOG(INFO) << vbp_.DebugString();
return false;
}
return vbp_.item_size() == num_declared_items_;
}
void VbpParser::ReportError(const std::string& line) {
LOG(ERROR) << "Error: status = " << load_status_ << ", line = " << line;
load_status_ = ERROR_FOUND;
}
void VbpParser::ProcessLine(const std::string& line) {
const std::vector<std::string> words =
absl::StrSplit(line, absl::ByAnyChar(" :\t\r"), absl::SkipEmpty());
if (words.empty()) return;
switch (load_status_) {
case NOT_STARTED: {
LOG(FATAL) << "Should not be here";
}
case DIMENSION_SECTION: {
if (words.size() != 1) {
ReportError(line);
return;
}
num_resources_ = strtoint32(words[0]);
load_status_ = BIN_SECTION;
break;
}
case BIN_SECTION: {
if (words.size() != num_resources_) {
ReportError(line);
return;
}
for (const std::string& dim_str : words) {
vbp_.add_resource_capacity(strtoint64(dim_str));
}
load_status_ = NUMBER_OF_ITEMS_SECTION;
break;
}
case NUMBER_OF_ITEMS_SECTION: {
if (words.size() != 1) {
ReportError(line);
return;
}
num_declared_items_ = strtoint32(words[0]);
load_status_ = ITEM_SECTION;
break;
}
case ITEM_SECTION: {
if (words.size() != num_resources_ + 1) {
ReportError(line);
return;
}
Item* const item = vbp_.add_item();
for (int i = 0; i < num_resources_; ++i) {
item->add_resource_usage(strtoint64(words[i]));
}
item->set_num_copies(strtoint32(words[num_resources_]));
item->set_max_number_of_copies_per_bin(item->num_copies());
break;
}
case ERROR_FOUND: {
break;
}
}
}
int VbpParser::strtoint32(const std::string& word) {
int result;
CHECK(absl::SimpleAtoi(word, &result));
return result;
}
int64_t VbpParser::strtoint64(const std::string& word) {
int64_t result;
CHECK(absl::SimpleAtoi(word, &result));
return result;
}
} // namespace vbp
} // namespace data
} // namespace operations_research

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// Copyright 2010-2018 Google LLC
// 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.
// Parses vector packing data files, and creates a VectorBinPackingProblem
//
// The supported file formats are:
// - vector packing solver: (.vbp files)
// http://www.dcc.fc.up.pt/~fdabrandao/Vector_Packing_Solver
#ifndef OR_TOOLS_DATA_VECTOR_BIN_PACKING_PARSER_H_
#define OR_TOOLS_DATA_VECTOR_BIN_PACKING_PARSER_H_
#include <cstdint>
#include <string>
#include <vector>
#include "ortools/base/integral_types.h"
#include "ortools/data/vector_bin_packing.pb.h"
namespace operations_research {
namespace data {
namespace vbp {
class VbpParser {
public:
// Return true iff there were no error, in which case problem() can be
// called to retrieve the parsed problem.
bool ParseFile(const std::string& data_filename);
// We keep the fully qualified name for SWIG.
::operations_research::data::vbp::VectorBinPackingProblem problem() const {
return vbp_;
}
private:
enum LoadStatus {
NOT_STARTED,
DIMENSION_SECTION,
BIN_SECTION,
NUMBER_OF_ITEMS_SECTION,
ITEM_SECTION,
ERROR_FOUND
};
void ProcessLine(const std::string& line);
void ReportError(const std::string& line);
int strtoint32(const std::string& word);
int64_t strtoint64(const std::string& word);
LoadStatus load_status_ = NOT_STARTED;
int num_declared_items_ = -1;
int num_resources_ = -1;
VectorBinPackingProblem vbp_;
};
} // namespace vbp
} // namespace data
} // namespace operations_research
#endif // OR_TOOLS_DATA_VECTOR_BIN_PACKING_PARSER_H_