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build --cxxopt='-std=c++14' --compilation_mode=opt |
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data/* linguist-vendored |
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bazel-* | ||
.vscode | ||
checker/checker | ||
checker/logs/* | ||
log* | ||
checker/* | ||
OLD | ||
instances/* | ||
output/* |
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def Settings( **kwargs ): | ||
return { | ||
'flags': [ | ||
'-x', 'c++', | ||
'-Wall', '-Wextra', '-Werror', | ||
'-I', '.', | ||
'-I', './bazel-packingsolver/external/json/single_include', | ||
'-I', './bazel-packingsolver/external/googletest/googletest-release-1.8.0/googletest/include/', | ||
'-I', './bazel-packingsolver/external/', | ||
], | ||
} | ||
|
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MIT License | ||
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Copyright (c) 2020 Florian Fontan | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
|
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# PackingSolver | ||
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A state-of-the-art tree search based solver for (geometrical) Packing Problems. | ||
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Only rectangle two- and three staged guillotine variants have been implemented yet. | ||
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![Example](example.png?raw=true "Example") | ||
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* Code author: Florian Fontan | ||
* Algorithm design: [Luc Libralesso](https://github.com/librallu), Florian Fontan | ||
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For commercial support, custom developments or industrial collaboration, please do not hesitate to contact me (Florian Fontan). | ||
For academic collaboration, please do not hesitate to contact Luc Libralesso. | ||
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## Usage | ||
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Note: PackingSolver favours efficiency and flexibility over ease of use. Therefore, some knowledge about tree search algorithms and packing problems is required in order to use it. | ||
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Compile: | ||
```shell | ||
bazel build -- //... | ||
``` | ||
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Execute: | ||
```shell | ||
./bazel-bin/packingsolver/main -v \ | ||
--problem-type rectangleguillotine \ | ||
--objective knapsack \ | ||
--items data/rectangle/alvarez2002/ATP30_items.csv \ | ||
--bins data/rectangle/alvarez2002/ATP30_bins.csv \ | ||
--certificate ATP30_solution.csv \ | ||
--output ATP30_output.json \ | ||
--time-limit 2 \ | ||
-q "RG -p 3NHO -s 2" -a "MBA* -f 1.5 -c 4" \ | ||
-q "RG -p 3NHO -s 3" -a "MBA* -f 1.5 -c 4" | ||
``` | ||
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Problem types: `rectangleguillotine` (`RG`) | ||
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The problem type defines the the certificate format. | ||
Each problem type has a list of available objectives and a list of available branching schemes. | ||
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Each branching scheme has a list a compatible algorithms. | ||
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Each pair `-q`/`-a` respectively defines the branching scheme and the algorithm for a thread. | ||
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Options `--bin-infinite-copies`, `--bin-infinite-width`, `--bin-infinite-height` and `--unweighted` are available to modify the instance properties. | ||
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### Problem type rectangleguillotine (RG) | ||
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* Available objectives: `default`, `bin-packing` (`BPP`), `knapsack` (`KP`), `strip-packing` (`SPP`), `bin-packing-with-leftovers` (`BPPL`) | ||
* Available branching schemes: `rectangle-guillotine` (`RG`) | ||
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### Branching scheme rectangle-guillotine (RG) | ||
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options: | ||
* `--cut-type-1`: `three-staged-guillotine`, `two-staged-guillotine` | ||
* `--cut-type-2`: `roadef2018`, `non-exact`, `exact`, `homogenous` | ||
* `--first-stage-orientation`: `vertical`, `horizontal`, `any` | ||
* `--min1cut`, `--max1cut`, `--min2cut`, `--max2cut`: positive integer | ||
* `--min-waste`: positive integer | ||
* `--no-item-rotation` | ||
* `--cut-through-defects` | ||
* `--symmetry`, `-s`: 1, 2, 3 or 4 | ||
* `--no-symmetry-2` | ||
* `-p`: predefined configurations. Examples: | ||
* `3RVR`: `--cut-type-1 three-staged-guillotine --cut-type-2 roadef2018 --first-stage-orientation vertical` | ||
* `2NHO`: `--cut-type-1 two-staged-guillotine --cut-type-2 non-exact --first-stage-orientation horizontal --no-item-rotation` | ||
* `3EAR`: `--cut-type-1 three-staged-guillotine --cut-type-2 exact --first-stage-orientation any` | ||
* `roadef2018` | ||
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Compatible algorithms: `A*`, `DFS`, `MBA*`, `DPA*` | ||
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## Benchmarks | ||
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The performances of PackingSolver have been compared to all published results from the scientific literature on corresponding Packing Problems. | ||
Detailed results are available in `results.ods`. | ||
`output.7z` contains all output files and solutions. | ||
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Do not hesitate to contact us if you are aware of any variant or article that we missed. | ||
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All experiments can be reproduced using the following scripts: | ||
```shell | ||
./packingsolver/scripts/bench "roadef2018_A" "roadef2018_B" "roadef2018_X" # ~50h | ||
./packingsolver/scripts/bench "3NEGH-BPP-O" "3NEGH-BPP-R" "3GH-BPP-O" "3HGV-BPP-O" # ~30h | ||
./packingsolver/scripts/bench "2NEGH-BPP-O" "2NEGH-BPP-R" "2GH-BPP-O" # ~30h | ||
./packingsolver/scripts/bench "3NEG-KP-O" "3NEG-KP-R" "3NEGV-KP-O" "3HG-KP-O" # ~10h | ||
./packingsolver/scripts/bench "2NEG-KP-O" "2NEGH-KP-O" "2NEGV-KP-O" "2NEGH-KP-R" "2G-KP-O" "2GH-KP-O" "2GV-KP-O" # 1h | ||
./packingsolver/scripts/bench "3NEGH-SPP-O" "3NEGH-SPP-R" # ~10h | ||
./packingsolver/scripts/bench "2NEGH-SPP-O" # ~2h | ||
``` | ||
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load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive") | ||
load("@bazel_tools//tools/build_defs/repo:git.bzl", "git_repository", "new_git_repository") | ||
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http_archive( | ||
name = "googletest", | ||
build_file_content = """ | ||
cc_library( | ||
name = "gtest", | ||
srcs = ["googletest-release-1.8.0/googletest/src/gtest-all.cc", "googletest-release-1.8.0/googlemock/src/gmock-all.cc",], | ||
hdrs = glob(["**/*.h", "googletest-release-1.8.0/googletest/src/*.cc", "googletest-release-1.8.0/googlemock/src/*.cc",]), | ||
includes = ["googletest-release-1.8.0/googlemock", "googletest-release-1.8.0/googletest", "googletest-release-1.8.0/googletest/include", "googletest-release-1.8.0/googlemock/include",], | ||
linkopts = ["-pthread"], | ||
visibility = ["//visibility:public"], | ||
) | ||
cc_library( | ||
name = "gtest_main", | ||
srcs = ["googletest-release-1.8.0/googlemock/src/gmock_main.cc"], | ||
linkopts = ["-pthread"], | ||
visibility = ["//visibility:public"], | ||
deps = [":gtest"], | ||
) | ||
""", | ||
url = "https://github.com/google/googletest/archive/release-1.8.0.zip", | ||
sha256 = "f3ed3b58511efd272eb074a3a6d6fb79d7c2e6a0e374323d1e6bcbcc1ef141bf", | ||
) | ||
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http_archive( | ||
name = "json", | ||
build_file_content = """ | ||
cc_library( | ||
name = "json", | ||
hdrs = ["single_include/nlohmann/json.hpp"], | ||
visibility = ["//visibility:public"], | ||
strip_include_prefix = "single_include/" | ||
) | ||
""", | ||
urls = ["https://github.com/nlohmann/json/releases/download/v3.7.3/include.zip"], | ||
sha256 = "87b5884741427220d3a33df1363ae0e8b898099fbc59f1c451113f6732891014", | ||
) | ||
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git_repository( | ||
name = "benchtools", | ||
remote = "https://github.com/fontanf/benchtools.git", | ||
commit = "fe56ed683d32f70cd248d77cd4107e57eee05758", | ||
shallow_since = "1576623294 +0100", | ||
) | ||
|
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local_repository( | ||
name = "benchtools_", | ||
path = "/home/florian/Dev/benchtools/", | ||
) | ||
|
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filegroup( | ||
name = "rectangle", | ||
srcs = glob(["**/*.csv"]), | ||
visibility = ["//visibility:public"], | ||
) | ||
|
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ID,WIDTH,HEIGHT | ||
0,927,152 |
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ID,WIDTH,HEIGHT,COPIES | ||
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12,158,18,7 | ||
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