commit
b2480ef356
@ -0,0 +1 @@
|
||||
* text=auto
|
||||
@ -0,0 +1,33 @@
|
||||
name: Benchmark
|
||||
on:
|
||||
push:
|
||||
paths-ignore:
|
||||
- '**.csv'
|
||||
- '**.md'
|
||||
- '.git*'
|
||||
- 'test/**'
|
||||
jobs:
|
||||
benchmark:
|
||||
runs-on: [self-hosted, benchmark]
|
||||
timeout-minutes: 10080
|
||||
steps:
|
||||
- uses: actions/checkout@v1
|
||||
- name: Benchmark
|
||||
run: |
|
||||
julia --project=@. -e 'using Pkg; Pkg.instantiate()'
|
||||
make build/sysimage.so
|
||||
make -C benchmark clean
|
||||
make -C benchmark -kj4
|
||||
make -C benchmark tables
|
||||
make -C benchmark clean-mps clean-sol
|
||||
- name: Upload logs
|
||||
uses: actions/upload-artifact@v2
|
||||
with:
|
||||
name: logs
|
||||
path: benchmark/results/*
|
||||
- name: Upload tables & charts
|
||||
uses: actions/upload-artifact@v2
|
||||
with:
|
||||
name: tables
|
||||
path: benchmark/tables/*
|
||||
|
||||
@ -0,0 +1,9 @@
|
||||
name: Tests
|
||||
on: push
|
||||
jobs:
|
||||
test:
|
||||
runs-on: self-hosted
|
||||
steps:
|
||||
- uses: actions/checkout@v1
|
||||
- name: Run unit tests
|
||||
run: julia --project=@. -e 'using Pkg; Pkg.test("UnitCommitment")'
|
||||
@ -0,0 +1,16 @@
|
||||
*.bak
|
||||
*.gz
|
||||
*.lastrun
|
||||
*.so
|
||||
*.mps
|
||||
.ipy*
|
||||
benchmark/results
|
||||
benchmark/runs
|
||||
benchmark/tables
|
||||
build
|
||||
instances/**/*.json
|
||||
instances/_source
|
||||
local
|
||||
docs
|
||||
notebooks
|
||||
TODO.md
|
||||
@ -0,0 +1,5 @@
|
||||
# UnitCommitment.jl
|
||||
|
||||
### Version 0.1.0 (November 6, 2020)
|
||||
|
||||
* Initial public release
|
||||
@ -0,0 +1,25 @@
|
||||
Copyright © 2020, UChicago Argonne, LLC
|
||||
|
||||
All Rights Reserved
|
||||
|
||||
Software Name: UnitCommitment.jl
|
||||
|
||||
By: Argonne National Laboratory
|
||||
|
||||
OPEN SOURCE LICENSE
|
||||
-------------------
|
||||
|
||||
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.
|
||||
|
||||
********************************************************************************
|
||||
|
||||
DISCLAIMER
|
||||
----------
|
||||
|
||||
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.
|
||||
|
||||
********************************************************************************
|
||||
@ -0,0 +1,31 @@
|
||||
# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
|
||||
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
|
||||
# Released under the modified BSD license. See COPYING.md for more details.
|
||||
|
||||
JULIA := julia --color=yes --project=@.
|
||||
MKDOCS := ~/.local/bin/mkdocs
|
||||
SRC_FILES := $(wildcard src/*.jl) $(wildcard test/*.jl)
|
||||
VERSION := 0.1
|
||||
|
||||
build/sysimage.so: src/sysimage.jl Project.toml Manifest.toml
|
||||
mkdir -p build
|
||||
$(JULIA) src/sysimage.jl
|
||||
|
||||
clean:
|
||||
rm -rf build/*
|
||||
|
||||
docs:
|
||||
$(MKDOCS) build -d ../docs/$(VERSION)/
|
||||
rm ../docs/$(VERSION)/*.ipynb
|
||||
|
||||
docs-push:
|
||||
rsync -avP docs/ isoron@axavier.org:/www/axavier.org/projects/UnitCommitment.jl/
|
||||
|
||||
install-deps-docs:
|
||||
pip install --user mkdocs mkdocs-cinder python-markdown-math
|
||||
|
||||
test: build/sysimage.so
|
||||
@echo Running tests...
|
||||
cd test; $(JULIA) --sysimage ../build/sysimage.so runtests.jl | tee ../build/test.log
|
||||
|
||||
.PHONY: docs docs-push build test
|
||||
@ -0,0 +1,366 @@
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|
||||
deps = ["CompilerSupportLibraries_jll", "Libdl", "Pkg"]
|
||||
git-tree-sha1 = "d51c416559217d974a1113522d5919235ae67a87"
|
||||
uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
|
||||
version = "0.5.3+3"
|
||||
|
||||
[[OrderedCollections]]
|
||||
git-tree-sha1 = "293b70ac1780f9584c89268a6e2a560d938a7065"
|
||||
uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
|
||||
version = "1.3.0"
|
||||
|
||||
[[Osi_jll]]
|
||||
deps = ["CoinUtils_jll", "CompilerSupportLibraries_jll", "Libdl", "OpenBLAS32_jll", "Pkg"]
|
||||
git-tree-sha1 = "bd436a97280df40938e66ae8d18e57aceb072856"
|
||||
uuid = "7da25872-d9ce-5375-a4d3-7a845f58efdd"
|
||||
version = "0.108.5+3"
|
||||
|
||||
[[PackageCompiler]]
|
||||
deps = ["Libdl", "Pkg", "UUIDs"]
|
||||
git-tree-sha1 = "98aa9c653e1dc3473bb5050caf8501293db9eee1"
|
||||
uuid = "9b87118b-4619-50d2-8e1e-99f35a4d4d9d"
|
||||
version = "1.2.1"
|
||||
|
||||
[[Parsers]]
|
||||
deps = ["Dates", "Test"]
|
||||
git-tree-sha1 = "10134f2ee0b1978ae7752c41306e131a684e1f06"
|
||||
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
|
||||
version = "1.0.7"
|
||||
|
||||
[[Pkg]]
|
||||
deps = ["Dates", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "UUIDs"]
|
||||
uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
|
||||
|
||||
[[Printf]]
|
||||
deps = ["Unicode"]
|
||||
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
|
||||
|
||||
[[REPL]]
|
||||
deps = ["InteractiveUtils", "Markdown", "Sockets"]
|
||||
uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
|
||||
|
||||
[[Random]]
|
||||
deps = ["Serialization"]
|
||||
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
|
||||
|
||||
[[Requires]]
|
||||
deps = ["UUIDs"]
|
||||
git-tree-sha1 = "d37400976e98018ee840e0ca4f9d20baa231dc6b"
|
||||
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
|
||||
version = "1.0.1"
|
||||
|
||||
[[SHA]]
|
||||
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
|
||||
|
||||
[[Serialization]]
|
||||
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
|
||||
|
||||
[[Sockets]]
|
||||
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
|
||||
|
||||
[[SparseArrays]]
|
||||
deps = ["LinearAlgebra", "Random"]
|
||||
uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
|
||||
|
||||
[[SpecialFunctions]]
|
||||
deps = ["OpenSpecFun_jll"]
|
||||
git-tree-sha1 = "d8d8b8a9f4119829410ecd706da4cc8594a1e020"
|
||||
uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
|
||||
version = "0.10.3"
|
||||
|
||||
[[StaticArrays]]
|
||||
deps = ["LinearAlgebra", "Random", "Statistics"]
|
||||
git-tree-sha1 = "016d1e1a00fabc556473b07161da3d39726ded35"
|
||||
uuid = "90137ffa-7385-5640-81b9-e52037218182"
|
||||
version = "0.12.4"
|
||||
|
||||
[[Statistics]]
|
||||
deps = ["LinearAlgebra", "SparseArrays"]
|
||||
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
|
||||
|
||||
[[Test]]
|
||||
deps = ["Distributed", "InteractiveUtils", "Logging", "Random"]
|
||||
uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
|
||||
|
||||
[[TimerOutputs]]
|
||||
deps = ["Printf"]
|
||||
git-tree-sha1 = "f458ca23ff80e46a630922c555d838303e4b9603"
|
||||
uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
|
||||
version = "0.5.6"
|
||||
|
||||
[[TranscodingStreams]]
|
||||
deps = ["Random", "Test"]
|
||||
git-tree-sha1 = "7c53c35547de1c5b9d46a4797cf6d8253807108c"
|
||||
uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
|
||||
version = "0.9.5"
|
||||
|
||||
[[UUIDs]]
|
||||
deps = ["Random", "SHA"]
|
||||
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
|
||||
|
||||
[[Unicode]]
|
||||
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
|
||||
|
||||
[[ZipFile]]
|
||||
deps = ["Libdl", "Printf", "Zlib_jll"]
|
||||
git-tree-sha1 = "254975fef2fc526583bb9b7c9420fe66ffe09f2f"
|
||||
uuid = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea"
|
||||
version = "0.9.2"
|
||||
|
||||
[[Zlib_jll]]
|
||||
deps = ["Libdl", "Pkg"]
|
||||
git-tree-sha1 = "622d8b6dc0c7e8029f17127703de9819134d1b71"
|
||||
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
|
||||
version = "1.2.11+14"
|
||||
@ -0,0 +1,30 @@
|
||||
# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
|
||||
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
|
||||
# Released under the modified BSD license. See COPYING.md for more details.
|
||||
|
||||
name = "UnitCommitment"
|
||||
uuid = "64606440-39ea-11e9-0f29-3303a1d3d877"
|
||||
authors = ["Santos Xavier, Alinson <axavier@anl.gov>"]
|
||||
repo = "https://github.com/ANL-CEEESA/UnitCommitment.jl"
|
||||
version = "0.1.0"
|
||||
|
||||
[deps]
|
||||
Cbc = "9961bab8-2fa3-5c5a-9d89-47fab24efd76"
|
||||
DataStructures = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
|
||||
Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
|
||||
GLPK = "60bf3e95-4087-53dc-ae20-288a0d20c6a6"
|
||||
GZip = "92fee26a-97fe-5a0c-ad85-20a5f3185b63"
|
||||
JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
|
||||
JuMP = "4076af6c-e467-56ae-b986-b466b2749572"
|
||||
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
|
||||
Logging = "56ddb016-857b-54e1-b83d-db4d58db5568"
|
||||
MathOptInterface = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
|
||||
PackageCompiler = "9b87118b-4619-50d2-8e1e-99f35a4d4d9d"
|
||||
Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
|
||||
Requires = "ae029012-a4dd-5104-9daa-d747884805df"
|
||||
SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
|
||||
Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
|
||||
TimerOutputs = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
|
||||
|
||||
[compat]
|
||||
JuMP = "0.21"
|
||||
@ -0,0 +1,26 @@
|
||||
<a href="https://github.com/iSoron/UnitCommitment.jl/actions?query=workflow%3ATest+branch%3Adev"><img src="https://github.com/iSoron/UnitCommitment.jl/workflows/Tests/badge.svg"></img></a>
|
||||
<a href="https://github.com/iSoron/UnitCommitment.jl/actions?query=workflow%3ABenchmark+branch%3Adev"><img src="https://github.com/iSoron/UnitCommitment.jl/workflows/Benchmark/badge.svg"></img></a>
|
||||
|
||||
# UnitCommitment.jl
|
||||
|
||||
**UnitCommitment.jl** is an optimization package for the Security-Constrained Unit Commitment Problem (SCUC), a fundamental optimization problem in power systems which is used, for example, to clear the day-ahead electricity markets. The problem asks for the most cost-effective power generation schedule under a number of physical, operational and economic constraints.
|
||||
|
||||
### Package Components
|
||||
|
||||
* **Data Format:** The package proposes an extensible and fully-documented JSON-based data specification format for SCUC, developed in collaboration with Independent System Operators (ISOs), which describes the most important aspects of the problem.
|
||||
* **Benchmark Instances:** The package provides a diverse collection of large-scale benchmark instances collected from the literature and extended to make them more challenging and realistic, based on publicly available data.
|
||||
* **Model Implementation**: The package provides a Julia/JuMP implementation of state-of-the-art formulations and solution methods for SCUC. Our goal is to keep this implementation up-to-date, as new methods are proposed in the literature.
|
||||
* **Benchmark Tools:** The package provides automated benchmark scripts to accurately evaluate the performance impact of proposed code changes.
|
||||
|
||||
### Documentation
|
||||
|
||||
* [Installation Guide](https://axavier.org/projects/UnitCommitment.jl/install/)
|
||||
* [Data Format Specification](https://axavier.org/projects/UnitCommitment.jl/format/)
|
||||
|
||||
### Authors
|
||||
* **Alinson Santos Xavier,** Argonne National Laboratory
|
||||
* **Feng Qiu,** Argonne National Laboratory
|
||||
|
||||
### Collaborators
|
||||
* **Yonghong Chen,** Midcontinent Independent System Operator
|
||||
* **Feng Pan,** Pacific Northwest National Laboratory
|
||||
@ -0,0 +1,124 @@
|
||||
# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
|
||||
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
|
||||
# Released under the modified BSD license. See COPYING.md for more details.
|
||||
|
||||
SHELL := /bin/bash
|
||||
JULIA := julia --project=. --sysimage ../build/sysimage.so
|
||||
TIMESTAMP := $(shell date "+%Y-%m-%d %H:%M")
|
||||
SRC_FILES := $(wildcard ../src/*.jl)
|
||||
|
||||
INSTANCES_PGLIB := \
|
||||
pglib-uc/ca/2014-09-01_reserves_0 \
|
||||
pglib-uc/ca/2014-09-01_reserves_1 \
|
||||
pglib-uc/ca/2014-09-01_reserves_3 \
|
||||
pglib-uc/ca/2014-09-01_reserves_5 \
|
||||
pglib-uc/ca/2014-12-01_reserves_0 \
|
||||
pglib-uc/ca/2014-12-01_reserves_1 \
|
||||
pglib-uc/ca/2014-12-01_reserves_3 \
|
||||
pglib-uc/ca/2014-12-01_reserves_5 \
|
||||
pglib-uc/ca/2015-03-01_reserves_0 \
|
||||
pglib-uc/ca/2015-03-01_reserves_1 \
|
||||
pglib-uc/ca/2015-03-01_reserves_3 \
|
||||
pglib-uc/ca/2015-03-01_reserves_5 \
|
||||
pglib-uc/ca/2015-06-01_reserves_0 \
|
||||
pglib-uc/ca/2015-06-01_reserves_1 \
|
||||
pglib-uc/ca/2015-06-01_reserves_3 \
|
||||
pglib-uc/ca/2015-06-01_reserves_5 \
|
||||
pglib-uc/ca/Scenario400_reserves_0 \
|
||||
pglib-uc/ca/Scenario400_reserves_1 \
|
||||
pglib-uc/ca/Scenario400_reserves_3 \
|
||||
pglib-uc/ca/Scenario400_reserves_5 \
|
||||
pglib-uc/ferc/2015-01-01_hw \
|
||||
pglib-uc/ferc/2015-01-01_lw \
|
||||
pglib-uc/ferc/2015-02-01_hw \
|
||||
pglib-uc/ferc/2015-02-01_lw \
|
||||
pglib-uc/ferc/2015-03-01_hw \
|
||||
pglib-uc/ferc/2015-03-01_lw \
|
||||
pglib-uc/ferc/2015-04-01_hw \
|
||||
pglib-uc/ferc/2015-04-01_lw \
|
||||
pglib-uc/ferc/2015-05-01_hw \
|
||||
pglib-uc/ferc/2015-05-01_lw \
|
||||
pglib-uc/ferc/2015-06-01_hw \
|
||||
pglib-uc/ferc/2015-06-01_lw \
|
||||
pglib-uc/ferc/2015-07-01_hw \
|
||||
pglib-uc/ferc/2015-07-01_lw \
|
||||
pglib-uc/ferc/2015-08-01_hw \
|
||||
pglib-uc/ferc/2015-08-01_lw \
|
||||
pglib-uc/ferc/2015-09-01_hw \
|
||||
pglib-uc/ferc/2015-09-01_lw \
|
||||
pglib-uc/ferc/2015-10-01_hw \
|
||||
pglib-uc/ferc/2015-10-01_lw \
|
||||
pglib-uc/ferc/2015-11-02_hw \
|
||||
pglib-uc/ferc/2015-11-02_lw \
|
||||
pglib-uc/ferc/2015-12-01_hw \
|
||||
pglib-uc/ferc/2015-12-01_lw \
|
||||
pglib-uc/rts_gmlc/2020-01-27 \
|
||||
pglib-uc/rts_gmlc/2020-02-09 \
|
||||
pglib-uc/rts_gmlc/2020-03-05 \
|
||||
pglib-uc/rts_gmlc/2020-04-03 \
|
||||
pglib-uc/rts_gmlc/2020-05-05 \
|
||||
pglib-uc/rts_gmlc/2020-06-09 \
|
||||
pglib-uc/rts_gmlc/2020-07-06 \
|
||||
pglib-uc/rts_gmlc/2020-08-12 \
|
||||
pglib-uc/rts_gmlc/2020-09-20 \
|
||||
pglib-uc/rts_gmlc/2020-10-27 \
|
||||
pglib-uc/rts_gmlc/2020-11-25 \
|
||||
pglib-uc/rts_gmlc/2020-12-23
|
||||
|
||||
INSTANCES_MATPOWER := \
|
||||
matpower/case118/2017-02-01 \
|
||||
matpower/case118/2017-08-01 \
|
||||
matpower/case300/2017-02-01 \
|
||||
matpower/case300/2017-08-01 \
|
||||
matpower/case1354pegase/2017-02-01 \
|
||||
matpower/case1354pegase/2017-08-01 \
|
||||
matpower/case1888rte/2017-02-01 \
|
||||
matpower/case1888rte/2017-08-01 \
|
||||
matpower/case1951rte/2017-02-01 \
|
||||
matpower/case1951rte/2017-08-01 \
|
||||
matpower/case2848rte/2017-02-01 \
|
||||
matpower/case2848rte/2017-08-01 \
|
||||
matpower/case2868rte/2017-02-01 \
|
||||
matpower/case2868rte/2017-08-01 \
|
||||
matpower/case3375wp/2017-02-01 \
|
||||
matpower/case3375wp/2017-08-01 \
|
||||
matpower/case6468rte/2017-02-01 \
|
||||
matpower/case6468rte/2017-08-01 \
|
||||
matpower/case6515rte/2017-02-01 \
|
||||
matpower/case6515rte/2017-08-01
|
||||
|
||||
SAMPLES := 1 2 3
|
||||
SOLUTIONS_MATPOWER := $(foreach s,$(SAMPLES),$(addprefix results/,$(addsuffix .$(s).sol.json,$(INSTANCES_MATPOWER))))
|
||||
SOLUTIONS_PGLIB := $(foreach s,$(SAMPLES),$(addprefix results/,$(addsuffix .$(s).sol.json,$(INSTANCES_PGLIB))))
|
||||
|
||||
.PHONY: tables save small large clean-mps matpower pglib
|
||||
|
||||
all: matpower pglib
|
||||
|
||||
matpower: $(SOLUTIONS_MATPOWER)
|
||||
|
||||
pglib: $(SOLUTIONS_PGLIB)
|
||||
|
||||
clean:
|
||||
@rm -rf tables/benchmark* tables/compare* results
|
||||
|
||||
clean-mps:
|
||||
@rm -fv results/*/*/*.mps.gz
|
||||
|
||||
clean-sol:
|
||||
@rm -rf results/*/*/*.sol.*
|
||||
|
||||
save:
|
||||
mkdir -p "runs/$(TIMESTAMP)"
|
||||
rsync -avP results tables "runs/$(TIMESTAMP)/"
|
||||
|
||||
results/%.sol.json: run.jl
|
||||
@echo "run $*"
|
||||
@mkdir -p $(dir results/$*)
|
||||
@$(JULIA) run.jl $* 2>&1 | cat > results/$*.log
|
||||
@echo "run $* [done]"
|
||||
|
||||
tables:
|
||||
@mkdir -p tables
|
||||
@python scripts/table.py
|
||||
#@python scripts/compare.py tables/reference.csv tables/benchmark.csv
|
||||
@ -0,0 +1,417 @@
|
||||
# This file is machine-generated - editing it directly is not advised
|
||||
|
||||
[[Base64]]
|
||||
uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
|
||||
|
||||
[[BenchmarkTools]]
|
||||
deps = ["JSON", "Logging", "Printf", "Statistics", "UUIDs"]
|
||||
git-tree-sha1 = "9e62e66db34540a0c919d72172cc2f642ac71260"
|
||||
uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
|
||||
version = "0.5.0"
|
||||
|
||||
[[BinaryProvider]]
|
||||
deps = ["Libdl", "Logging", "SHA"]
|
||||
git-tree-sha1 = "ecdec412a9abc8db54c0efc5548c64dfce072058"
|
||||
uuid = "b99e7846-7c00-51b0-8f62-c81ae34c0232"
|
||||
version = "0.5.10"
|
||||
|
||||
[[Bzip2_jll]]
|
||||
deps = ["Libdl", "Pkg"]
|
||||
git-tree-sha1 = "3663bfffede2ef41358b6fc2e1d8a6d50b3c3904"
|
||||
uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
|
||||
version = "1.0.6+2"
|
||||
|
||||
[[CEnum]]
|
||||
git-tree-sha1 = "1b77a77c3b28e0b3f413f7567c9bb8dd9bdccd14"
|
||||
uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
|
||||
version = "0.3.0"
|
||||
|
||||
[[Calculus]]
|
||||
deps = ["LinearAlgebra"]
|
||||
git-tree-sha1 = "f641eb0a4f00c343bbc32346e1217b86f3ce9dad"
|
||||
uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9"
|
||||
version = "0.5.1"
|
||||
|
||||
[[Cbc]]
|
||||
deps = ["BinaryProvider", "CEnum", "Cbc_jll", "Libdl", "MathOptInterface", "SparseArrays"]
|
||||
git-tree-sha1 = "72e4299de0995a60a6230079adc7e47580870815"
|
||||
uuid = "9961bab8-2fa3-5c5a-9d89-47fab24efd76"
|
||||
version = "0.7.0"
|
||||
|
||||
[[Cbc_jll]]
|
||||
deps = ["Cgl_jll", "Clp_jll", "CoinUtils_jll", "CompilerSupportLibraries_jll", "Libdl", "OpenBLAS32_jll", "Osi_jll", "Pkg"]
|
||||
git-tree-sha1 = "16b8ffa56b3ded6b201aa2f50623f260448aa205"
|
||||
uuid = "38041ee0-ae04-5750-a4d2-bb4d0d83d27d"
|
||||
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[[SHA]]
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uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
|
||||
version = "0.9.5"
|
||||
|
||||
[[UUIDs]]
|
||||
deps = ["Random", "SHA"]
|
||||
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
|
||||
|
||||
[[Unicode]]
|
||||
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
|
||||
|
||||
[[UnitCommitment]]
|
||||
deps = ["Cbc", "DataStructures", "Documenter", "GLPK", "GZip", "JSON", "JuMP", "LinearAlgebra", "Logging", "MathOptFormat", "MathOptInterface", "PackageCompiler", "Printf", "Requires", "Revise", "SparseArrays", "Test", "TimerOutputs"]
|
||||
path = ".."
|
||||
uuid = "64606440-39ea-11e9-0f29-3303a1d3d877"
|
||||
version = "2.1.0"
|
||||
|
||||
[[ZipFile]]
|
||||
deps = ["Libdl", "Printf", "Zlib_jll"]
|
||||
git-tree-sha1 = "254975fef2fc526583bb9b7c9420fe66ffe09f2f"
|
||||
uuid = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea"
|
||||
version = "0.9.2"
|
||||
|
||||
[[Zlib_jll]]
|
||||
deps = ["Libdl", "Pkg"]
|
||||
git-tree-sha1 = "622d8b6dc0c7e8029f17127703de9819134d1b71"
|
||||
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
|
||||
version = "1.2.11+14"
|
||||
@ -0,0 +1,5 @@
|
||||
[deps]
|
||||
Gurobi = "2e9cd046-0924-5485-92f1-d5272153d98b"
|
||||
JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
|
||||
JuMP = "4076af6c-e467-56ae-b986-b466b2749572"
|
||||
UnitCommitment = "64606440-39ea-11e9-0f29-3303a1d3d877"
|
||||
@ -0,0 +1,61 @@
|
||||
# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
|
||||
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
|
||||
# Released under the modified BSD license. See COPYING.md for more details.
|
||||
|
||||
using UnitCommitment
|
||||
using JuMP
|
||||
using Gurobi
|
||||
using JSON
|
||||
using Logging
|
||||
using Printf
|
||||
using LinearAlgebra
|
||||
|
||||
function main()
|
||||
basename, suffix = split(ARGS[1], ".")
|
||||
solution_filename = "results/$basename.$suffix.sol.json"
|
||||
model_filename = "results/$basename.$suffix.mps.gz"
|
||||
|
||||
time_limit = 60 * 20
|
||||
|
||||
BLAS.set_num_threads(4)
|
||||
global_logger(TimeLogger(initial_time = time()))
|
||||
|
||||
total_time = @elapsed begin
|
||||
@info "Reading: $basename"
|
||||
time_read = @elapsed begin
|
||||
instance = UnitCommitment.read_benchmark(basename)
|
||||
end
|
||||
@info @sprintf("Read problem in %.2f seconds", time_read)
|
||||
|
||||
time_model = @elapsed begin
|
||||
model = build_model(instance=instance,
|
||||
optimizer=optimizer_with_attributes(Gurobi.Optimizer,
|
||||
"Threads" => 4,
|
||||
"Seed" => rand(1:1000),
|
||||
))
|
||||
end
|
||||
|
||||
@info "Optimizing..."
|
||||
BLAS.set_num_threads(1)
|
||||
UnitCommitment.optimize!(model, time_limit=time_limit, gap_limit=1e-3)
|
||||
|
||||
end
|
||||
@info @sprintf("Total time was %.2f seconds", total_time)
|
||||
|
||||
@info "Writing: $solution_filename"
|
||||
solution = UnitCommitment.get_solution(model)
|
||||
open(solution_filename, "w") do file
|
||||
JSON.print(file, solution, 2)
|
||||
end
|
||||
|
||||
@info "Verifying solution..."
|
||||
UnitCommitment.validate(instance, solution)
|
||||
|
||||
@info "Setting variable names..."
|
||||
UnitCommitment.set_variable_names!(model)
|
||||
|
||||
@info "Exporting model..."
|
||||
JuMP.write_to_file(model.mip, model_filename)
|
||||
end
|
||||
|
||||
main()
|
||||
@ -0,0 +1,64 @@
|
||||
# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
|
||||
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
|
||||
# Released under the modified BSD license. See COPYING.md for more details.
|
||||
|
||||
import pandas as pd
|
||||
import numpy as np
|
||||
import seaborn as sns
|
||||
import matplotlib.pyplot as plt
|
||||
import sys
|
||||
|
||||
easy_cutoff = 120
|
||||
|
||||
b1 = pd.read_csv(sys.argv[1], index_col=0)
|
||||
b2 = pd.read_csv(sys.argv[2], index_col=0)
|
||||
|
||||
c1 = b1.groupby(["Group", "Instance", "Sample"])[["Optimization time (s)", "Primal bound"]].mean()
|
||||
c2 = b2.groupby(["Group", "Instance", "Sample"])[["Optimization time (s)", "Primal bound"]].mean()
|
||||
c1.columns = ["A Time (s)", "A Value"]
|
||||
c2.columns = ["B Time (s)", "B Value"]
|
||||
|
||||
merged = pd.concat([c1, c2], axis=1)
|
||||
merged["Speedup"] = merged["A Time (s)"] / merged["B Time (s)"]
|
||||
merged["Time diff (s)"] = merged["B Time (s)"] - merged["A Time (s)"]
|
||||
merged["Value diff (%)"] = np.round((merged["B Value"] - merged["A Value"]) / merged["A Value"] * 100.0, 5)
|
||||
merged.loc[merged.loc[:, "B Time (s)"] <= 0, "Speedup"] = float("nan")
|
||||
merged.loc[merged.loc[:, "B Time (s)"] <= 0, "Time diff (s)"] = float("nan")
|
||||
merged = merged[(merged["A Time (s)"] >= easy_cutoff) | (merged["B Time (s)"] >= easy_cutoff)]
|
||||
merged.reset_index(inplace=True)
|
||||
merged["Name"] = merged["Group"] + "/" + merged["Instance"]
|
||||
merged = merged.sort_values(by="Speedup", ascending=False)
|
||||
|
||||
|
||||
k = len(merged.groupby("Name"))
|
||||
plt.figure(figsize=(12, 0.50 * k))
|
||||
plt.rcParams['xtick.bottom'] = plt.rcParams['xtick.labelbottom'] = True
|
||||
plt.rcParams['xtick.top'] = plt.rcParams['xtick.labeltop'] = True
|
||||
sns.set_style("whitegrid")
|
||||
sns.set_palette("Set1")
|
||||
sns.barplot(data=merged,
|
||||
x="Speedup",
|
||||
y="Name",
|
||||
color="tab:red",
|
||||
capsize=0.15,
|
||||
errcolor="k",
|
||||
errwidth=1.25)
|
||||
plt.axvline(1.0, linestyle="--", color="k")
|
||||
plt.tight_layout()
|
||||
|
||||
print("Writing tables/compare.png")
|
||||
plt.savefig("tables/compare.png", dpi=150)
|
||||
|
||||
print("Writing tables/compare.csv")
|
||||
merged.loc[:, ["Group",
|
||||
"Instance",
|
||||
"Sample",
|
||||
"A Time (s)",
|
||||
"B Time (s)",
|
||||
"Speedup",
|
||||
"Time diff (s)",
|
||||
"A Value",
|
||||
"B Value",
|
||||
"Value diff (%)",
|
||||
]
|
||||
].to_csv("tables/compare.csv", index_label="Index")
|
||||
@ -0,0 +1,184 @@
|
||||
# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
|
||||
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
|
||||
# Released under the modified BSD license. See COPYING.md for more details.
|
||||
|
||||
from pathlib import Path
|
||||
import pandas as pd
|
||||
import re
|
||||
from tabulate import tabulate
|
||||
|
||||
|
||||
def process_all_log_files():
|
||||
pathlist = Path(".").glob('results/*/*/*.log')
|
||||
rows = []
|
||||
for path in pathlist:
|
||||
if ".ipy" in str(path):
|
||||
continue
|
||||
row = process(str(path))
|
||||
rows += [row]
|
||||
df = pd.DataFrame(rows)
|
||||
df = df.sort_values(["Group", "Buses"])
|
||||
df.index = range(len(df))
|
||||
print("Writing tables/benchmark.csv")
|
||||
df.to_csv("tables/benchmark.csv", index_label="Index")
|
||||
|
||||
|
||||
def process(filename):
|
||||
parts = filename.replace(".log", "").split("/")
|
||||
group_name = "/".join(parts[1:-1])
|
||||
instance_name = parts[-1]
|
||||
instance_name, sample_name = instance_name.split(".")
|
||||
nodes = 0.0
|
||||
optimize_time = 0.0
|
||||
simplex_iterations = 0.0
|
||||
primal_bound = None
|
||||
dual_bound = None
|
||||
gap = None
|
||||
root_obj = None
|
||||
root_iterations = 0.0
|
||||
root_time = 0.0
|
||||
n_rows_orig, n_rows_presolved = None, None
|
||||
n_cols_orig, n_cols_presolved = None, None
|
||||
n_nz_orig, n_nz_presolved = None, None
|
||||
n_cont_vars_presolved, n_bin_vars_presolved = None, None
|
||||
read_time, model_time, isf_time, total_time = None, None, None, None
|
||||
cb_calls, cb_time = 0, 0.0
|
||||
transmission_count, transmission_time, transmission_calls = 0, 0.0, 0
|
||||
|
||||
# m = re.search("case([0-9]*)", instance_name)
|
||||
# n_buses = int(m.group(1))
|
||||
n_buses = 0
|
||||
|
||||
with open(filename) as file:
|
||||
for line in file.readlines():
|
||||
m = re.search(r"Explored ([0-9.e+]*) nodes \(([0-9.e+]*) simplex iterations\) in ([0-9.e+]*) seconds", line)
|
||||
if m is not None:
|
||||
nodes += int(m.group(1))
|
||||
simplex_iterations += int(m.group(2))
|
||||
optimize_time += float(m.group(3))
|
||||
|
||||
m = re.search(r"Best objective ([0-9.e+]*), best bound ([0-9.e+]*), gap ([0-9.e+]*)\%", line)
|
||||
if m is not None:
|
||||
primal_bound = float(m.group(1))
|
||||
dual_bound = float(m.group(2))
|
||||
gap = round(float(m.group(3)), 3)
|
||||
|
||||
m = re.search(r"Root relaxation: objective ([0-9.e+]*), ([0-9.e+]*) iterations, ([0-9.e+]*) seconds", line)
|
||||
if m is not None:
|
||||
root_obj = float(m.group(1))
|
||||
root_iterations += int(m.group(2))
|
||||
root_time += float(m.group(3))
|
||||
|
||||
m = re.search(r"Presolved: ([0-9.e+]*) rows, ([0-9.e+]*) columns, ([0-9.e+]*) nonzeros", line)
|
||||
if m is not None:
|
||||
n_rows_presolved = int(m.group(1))
|
||||
n_cols_presolved = int(m.group(2))
|
||||
n_nz_presolved = int(m.group(3))
|
||||
|
||||
m = re.search(r"Optimize a model with ([0-9.e+]*) rows, ([0-9.e+]*) columns and ([0-9.e+]*) nonzeros", line)
|
||||
if m is not None:
|
||||
n_rows_orig = int(m.group(1))
|
||||
n_cols_orig = int(m.group(2))
|
||||
n_nz_orig = int(m.group(3))
|
||||
|
||||
m = re.search(r"Variable types: ([0-9.e+]*) continuous, ([0-9.e+]*) integer \(([0-9.e+]*) binary\)", line)
|
||||
if m is not None:
|
||||
n_cont_vars_presolved = int(m.group(1))
|
||||
n_bin_vars_presolved = int(m.group(3))
|
||||
|
||||
m = re.search(r"Read problem in ([0-9.e+]*) seconds", line)
|
||||
if m is not None:
|
||||
read_time = float(m.group(1))
|
||||
|
||||
m = re.search(r"Computed ISF in ([0-9.e+]*) seconds", line)
|
||||
if m is not None:
|
||||
isf_time = float(m.group(1))
|
||||
|
||||
m = re.search(r"Built model in ([0-9.e+]*) seconds", line)
|
||||
if m is not None:
|
||||
model_time = float(m.group(1))
|
||||
|
||||
m = re.search(r"Total time was ([0-9.e+]*) seconds", line)
|
||||
if m is not None:
|
||||
total_time = float(m.group(1))
|
||||
|
||||
m = re.search(r"User-callback calls ([0-9.e+]*), time in user-callback ([0-9.e+]*) sec", line)
|
||||
if m is not None:
|
||||
cb_calls = int(m.group(1))
|
||||
cb_time = float(m.group(2))
|
||||
|
||||
m = re.search(r"Verified transmission limits in ([0-9.e+]*) sec", line)
|
||||
if m is not None:
|
||||
transmission_time += float(m.group(1))
|
||||
transmission_calls += 1
|
||||
|
||||
m = re.search(r".*MW overflow", line)
|
||||
if m is not None:
|
||||
transmission_count += 1
|
||||
|
||||
return {
|
||||
"Group": group_name,
|
||||
"Instance": instance_name,
|
||||
"Sample": sample_name,
|
||||
"Optimization time (s)": optimize_time,
|
||||
"Read instance time (s)": read_time,
|
||||
"Model construction time (s)": model_time,
|
||||
"ISF & LODF computation time (s)": isf_time,
|
||||
"Total time (s)": total_time,
|
||||
"User-callback time": cb_time,
|
||||
"User-callback calls": cb_calls,
|
||||
"Gap (%)": gap,
|
||||
"B&B Nodes": nodes,
|
||||
"Simplex iterations": simplex_iterations,
|
||||
"Primal bound": primal_bound,
|
||||
"Dual bound": dual_bound,
|
||||
"Root relaxation iterations": root_iterations,
|
||||
"Root relaxation time": root_time,
|
||||
"Root relaxation value": root_obj,
|
||||
"Rows": n_rows_orig,
|
||||
"Cols": n_cols_orig,
|
||||
"Nonzeros": n_nz_orig,
|
||||
"Rows (presolved)": n_rows_presolved,
|
||||
"Cols (presolved)": n_cols_presolved,
|
||||
"Nonzeros (presolved)": n_nz_presolved,
|
||||
"Bin vars (presolved)": n_bin_vars_presolved,
|
||||
"Cont vars (presolved)": n_cont_vars_presolved,
|
||||
"Buses": n_buses,
|
||||
"Transmission screening constraints": transmission_count,
|
||||
"Transmission screening time": transmission_time,
|
||||
"Transmission screening calls": transmission_calls,
|
||||
}
|
||||
|
||||
def generate_chart():
|
||||
import pandas as pd
|
||||
import matplotlib.pyplot as plt
|
||||
import seaborn as sns
|
||||
|
||||
tables = []
|
||||
files = ["tables/benchmark.csv"]
|
||||
for f in files:
|
||||
table = pd.read_csv(f, index_col=0)
|
||||
table.loc[:, "Instance"] = table.loc[:,"Group"] + "/" + table.loc[:,"Instance"]
|
||||
table.loc[:, "Filename"] = f
|
||||
tables += [table]
|
||||
benchmark = pd.concat(tables, sort=True)
|
||||
benchmark = benchmark.sort_values(by="Instance")
|
||||
k = len(benchmark.groupby("Instance"))
|
||||
plt.figure(figsize=(12, 0.50 * k))
|
||||
sns.set_style("whitegrid")
|
||||
sns.set_palette("Set1")
|
||||
sns.barplot(y="Instance",
|
||||
x="Total time (s)",
|
||||
color="tab:red",
|
||||
capsize=0.15,
|
||||
errcolor="k",
|
||||
errwidth=1.25,
|
||||
data=benchmark);
|
||||
plt.tight_layout()
|
||||
print("Writing tables/benchmark.png")
|
||||
plt.savefig("tables/benchmark.png", dpi=150);
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
process_all_log_files()
|
||||
generate_chart()
|
||||
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Loading…
Reference in new issue