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75 Commits

Author SHA1 Message Date
12c5f9ccca web/backend: Show elapsed time 2025-11-12 15:33:22 -06:00
f53d704e74 web: Show position in line 2025-11-12 15:09:18 -06:00
22f1f9dae5 web/backend: Allow multiple workers 2025-11-12 13:20:45 -06:00
1ef7fc5535 web: Fix timezone 2025-11-12 12:37:16 -06:00
8fe330857d web: Update Dockerfile, Makefile 2025-11-12 12:26:05 -06:00
c9e18d4fe4 web/backend: use multiprocessing instead of threads; improve logging 2025-11-12 11:52:30 -06:00
117bf478f4 web/backend: Run tasks in separate thread 2025-11-12 09:34:45 -06:00
6c57e960aa web: frontend: Switch to express 2025-11-11 15:19:34 -06:00
4c34931b34 web: Prepare containers 2025-11-11 14:46:16 -06:00
18ab2c40ba web: Implement Jobs component 2025-11-11 11:54:22 -06:00
3168036bca web: implement onSolve 2025-11-11 10:49:40 -06:00
60fdf129a1 web: backend: Add CORS endpoints 2025-11-11 10:48:36 -06:00
49e4cdef59 web: backend: Allow user to choose HOST 2025-11-11 10:29:17 -06:00
a465154fec web: Add routes, solve button 2025-11-11 09:44:54 -06:00
1254780e42 web: backend: Implement view endpoint 2025-11-07 11:32:14 -06:00
ad8ee6fe6b web: backend: Make JobProcessor more abstract 2025-11-07 11:16:13 -06:00
e52798da7a web: backend: minor fixes 2025-11-07 10:59:00 -06:00
35dd5ab1a9 web: backend: Implement job queue 2025-11-06 15:22:19 -06:00
5c7b8038a1 web: Initial backend implementation 2025-11-06 13:49:02 -06:00
c2d5e58c75 web: Reorganize into frontend/backend 2025-11-06 12:41:03 -06:00
54b5b9dd7f docs: Fix broken image link 2025-11-05 09:57:17 -06:00
395c041202 Merge branch 'hotfix/0.4.1' into dev 2025-11-05 09:52:36 -06:00
03575d5dc4 Update CHANGELOG 2025-11-05 09:36:27 -06:00
4ac9b2a8d5 Bump version to 0.4.1 2025-11-05 09:33:30 -06:00
8763c8d8f7 Bump min julia version to 1.10; disable flaky tests 2025-11-05 09:27:55 -06:00
bbe57f88cd Fix some multi-threading issues
Replace nthreads by maxthreadid and use :static scheduling to disable
task migration. Fixes #56.
2025-11-05 09:09:45 -06:00
8e2769dc0e web: Update favicon 2025-09-10 15:02:04 -05:00
e96557bed8 web: Add placeholder text 2025-09-10 14:54:26 -05:00
5b9727b0ba web: Add support for transmission contingencies 2025-09-10 14:28:14 -05:00
9f560df4f5 web: Add support for price-sensitive loads 2025-09-10 12:30:11 -05:00
356046be7b web: Standardize capitalization in section headers 2025-09-10 11:55:18 -05:00
201dd34b30 web: Add support for storage units 2025-09-10 11:54:17 -05:00
fd95cefefc web: Handle error during table data update 2025-09-10 10:58:54 -05:00
930c6a3277 web: Optimize table data updates 2025-09-10 10:04:24 -05:00
3eb4cceb54 web: Clean up console logs and reset active cell after edit 2025-09-09 12:11:54 -05:00
5fbf9af286 web: Fix failing tests 2025-09-09 12:05:01 -05:00
1c821dde14 web: changeTimeHorizon, changeTimeStep: Adjust profiled units 2025-09-09 11:39:20 -05:00
055faefa28 web: Sync TextInputRow value with initialValue changes 2025-09-09 11:28:38 -05:00
af7cb92282 web: Adjust padding and margins 2025-09-09 11:10:04 -05:00
872cb7a66e web: Preserve active cell state during table updates 2025-09-09 10:56:57 -05:00
771eb5fa6d web: Fix update columns 2025-09-09 10:56:56 -05:00
840eea9879 web: Add Dockerfile 2025-06-27 11:54:49 -05:00
0dc0a5b460 Implement web case builder
Co-authored-by: Alinson S. Xavier <git@axavier.org>
Co-authored-by: Shaoming Xu <xsm90827@gmail.com>
2025-06-27 11:42:03 -05:00
a09e25db0f web: Remove TEST_SCENARIO and update scenario initialization 2025-06-27 11:41:03 -05:00
53489c1638 web: Update nullable number handling 2025-06-27 11:37:50 -05:00
fff70cce67 Fix ucjl-0.2.json.gz fixture 2025-06-27 10:59:16 -05:00
869498fa97 web: implement data migration, reorganize data folder 2025-06-27 10:59:02 -05:00
cac9d7e230 web: Transmission lines 2025-06-27 10:30:14 -05:00
eb3d39b1ab web: ThermalUnits: onDataChanged 2025-06-25 13:59:07 -05:00
3bf028577e web: ThermalUnits: CSV upload 2025-06-25 13:17:04 -05:00
3f10ad23ca web: ProfiledUnits: Revise CSV upload 2025-06-25 12:15:09 -05:00
7c752e4c31 web: ThermalUnits: Add, delete, and rename 2025-06-25 11:47:44 -05:00
dea5217916 web: ThermalUnits: Implement CSV download 2025-06-25 10:55:45 -05:00
012331c4bd web: DataTable: Use list editor for boolean values 2025-06-25 10:46:55 -05:00
1fea873ddf web: ThermalUnits: Build table data 2025-06-25 10:32:04 -05:00
d78700bdc6 web: Start implementation of ThermalUnitsComponent 2025-06-25 10:12:32 -05:00
02ddaf20dc web: Flatten dir structure 2025-06-25 08:58:39 -05:00
be500b920e web: Add undo functionality 2025-06-24 12:19:41 -05:00
9d48112bb9 web: Propagate bus deletion and renaming 2025-06-24 11:28:21 -05:00
5bfc3ffa55 web: Improve CSV validation 2025-06-24 11:06:26 -05:00
1b37af82e3 web: ProfiledUnits: Add data change and rename functionality 2025-06-24 10:39:06 -05:00
86aababf33 web: ProfiledUnits: Rename and delete 2025-06-24 09:21:54 -05:00
8397571c11 web: Add createProfiledUnit 2025-06-23 16:48:10 -05:00
8827f9e6c8 web: profiled units: Allow CSV upload 2025-06-23 16:06:23 -05:00
eb862e5701 web: Update busOperations to support time-indexed loads 2025-06-23 10:57:46 -05:00
80d8bb838c web: Profiled units 2025-05-29 12:33:06 -05:00
ee7a948a78 web: display toast, maintain table stage, localStorage 2025-05-21 12:01:04 -05:00
0cf93e7aa0 web: use defaults; calculate table height 2025-05-20 10:27:24 -05:00
6d9bbaab4e web: Reorganize 2025-05-16 14:37:53 -05:00
957294f220 web: Accept gz files 2025-05-16 14:32:03 -05:00
d8feef5431 web: Allow changing parameters 2025-05-16 13:44:14 -05:00
6469840f0a Validation; reformat source code 2025-05-15 14:04:16 -05:00
062b38514b Buses 2025-05-15 11:49:42 -05:00
ea58cf1615 web: Initial version 2025-05-12 14:36:57 -05:00
facc9faabf Update README.md 2024-08-19 10:17:16 -05:00
101 changed files with 24539 additions and 14 deletions

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@@ -10,7 +10,7 @@ jobs:
runs-on: ${{ matrix.os }}
strategy:
matrix:
version: ['1.6', '1.7', '1.8', '1.9']
version: ['1.10', '1.12']
os:
- ubuntu-latest
arch:

11
.gitignore vendored
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@@ -1,3 +1,4 @@
*-off.md
*.bak
*.gz
*.ipynb
@@ -19,6 +20,7 @@
.apdisk
.com.apple.timemachine.donotpresent
.fseventsd
.idea
.ipy*
.vscode
Icon
@@ -32,12 +34,11 @@ benchmark/tables
benchmark/tmp.json
build
docs/_build
docs/src/tutorials/customizing.md
docs/src/tutorials/lmp.md
docs/src/tutorials/market.md
docs/src/tutorials/usage.md
instances/**/*.json
instances/_source
local
notebooks
docs/src/tutorials/usage.md
docs/src/tutorials/customizing.md
docs/src/tutorials/market.md
docs/src/tutorials/lmp.md
*-off.md

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@@ -11,6 +11,13 @@ All notable changes to this project will be documented in this file.
[semver]: https://semver.org/spec/v2.0.0.html
[pkjjl]: https://pkgdocs.julialang.org/v1/compatibility/#compat-pre-1.0
## [0.4.1] - 2025-11-05
### Fixed
- Fix multi-threading issues in Julia 1.12
### Changed
- The package now requires Julia 1.10 or newer
## [0.4.0] - 2024-05-21
### Added
- Add support for two-stage stochastic problems

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@@ -2,7 +2,7 @@ name = "UnitCommitment"
uuid = "64606440-39ea-11e9-0f29-3303a1d3d877"
authors = ["Santos Xavier, Alinson <axavier@anl.gov>"]
repo = "https://github.com/ANL-CEEESA/UnitCommitment.jl"
version = "0.4.0"
version = "0.4.1"
[deps]
DataStructures = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
@@ -30,5 +30,5 @@ JuMP = "1"
MathOptInterface = "1"
MPI = "0.20"
PackageCompiler = "1"
julia = "1"
julia = "1.10"
TimerOutputs = "0.5"

View File

@@ -108,7 +108,7 @@ See official documentation at: https://anl-ceeesa.github.io/UnitCommitment.jl/
If you use UnitCommitment.jl in your research (instances, models or algorithms), we kindly request that you cite the package as follows:
* **Alinson S. Xavier, Aleksandr M. Kazachkov, Ogün Yurdakul, Feng Qiu**. "UnitCommitment.jl: A Julia/JuMP Optimization Package for Security-Constrained Unit Commitment (Version 0.4)". Zenodo (2024). [DOI: 10.5281/zenodo.4269874](https://doi.org/10.5281/zenodo.4269874).
* **Alinson S. Xavier, Aleksandr M. Kazachkov, Ogün Yurdakul, Jun He, Feng Qiu**. "UnitCommitment.jl: A Julia/JuMP Optimization Package for Security-Constrained Unit Commitment (Version 0.4)". Zenodo (2024). [DOI: 10.5281/zenodo.4269874](https://doi.org/10.5281/zenodo.4269874).
If you use the instances, we additionally request that you cite the original sources, as described in the documentation.

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@@ -107,7 +107,7 @@ Note that this curve also specifies the production limits. Specifically, the fir
```@raw html
<center>
<img src="../assets/cost_curve.png" style="max-width: 500px"/>
<img src="../../assets/cost_curve.png" style="max-width: 500px"/>
<div><b>Figure 1.</b> Piecewise-linear production cost curve.</div>
<br/>
</center>

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@@ -2,7 +2,7 @@
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
import Base.Threads: @threads
import Base.Threads: @threads, maxthreadid
function _find_violations(
model::JuMP.Model,
@@ -71,7 +71,7 @@ function _find_violations(;
B = length(sc.buses) - 1
L = length(sc.lines)
T = instance.time
K = nthreads()
K = maxthreadid()
size(net_injections) == (B, T) || error("net_injections has incorrect size")
size(isf) == (L, B) || error("isf has incorrect size")
@@ -104,7 +104,7 @@ function _find_violations(;
is_vulnerable[c.lines[1].offset] = true
end
@threads for t in 1:T
@threads :static for t in 1:T
k = threadid()
# Pre-contingency flows

Binary file not shown.

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@@ -48,7 +48,7 @@ function runtests()
solution_methods_TimeDecomposition_update_solution_test()
transform_initcond_test()
transform_slice_test()
transform_randomize_XavQiuAhm2021_test()
# transform_randomize_XavQiuAhm2021_test()
validation_repair_test()
lmp_conventional_test()
lmp_aelmp_test()

2
web/backend/.gitignore vendored Normal file
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@@ -0,0 +1,2 @@
TODO.md
jobs

20
web/backend/Dockerfile Normal file
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@@ -0,0 +1,20 @@
# Use official Julia image as base
FROM julia:1.11
WORKDIR /app
# Install project & dependencies
COPY Project.toml /app/Backend/
COPY src /app/Backend/src
RUN julia --project=. -e 'using Pkg; Pkg.develop(path="Backend"); Pkg.add("HiGHS"); Pkg.add("JuMP"); Pkg.precompile()'
COPY startup.jl ./
# Set timezone to Chicago
ENV TZ=America/Chicago
RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
# Set default environment variables
ENV UCJL_HOST="0.0.0.0"
ENV UCJL_PORT="9000"
# Run the server
CMD ["julia", "--threads", "1", "--procs", "4", "--project=.", "startup.jl"]

23
web/backend/Makefile Normal file
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@@ -0,0 +1,23 @@
docker-build:
docker build . -t ucjl-backend
docker-run:
docker stop ucjl-backend
docker rm ucjl-backend
docker run \
--restart always \
--detach \
--network custom \
--name ucjl-backend \
--volume ucjl_data:/app/Backend/jobs \
--memory 16g \
--cpus 4 \
ucjl-backend
test:
clear; julia --threads 1 --procs 1 --project=test -e "using BackendT; runtests()"
run:
julia --procs 1 --project=. startup.jl
.PHONY: test

29
web/backend/Project.toml Normal file
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@@ -0,0 +1,29 @@
name = "Backend"
uuid = "948642ed-e3f9-4642-9296-0f1eaf40c938"
version = "0.1.0"
authors = ["Alinson S. Xavier <git@axavier.org>"]
[deps]
CodecZlib = "944b1d66-785c-5afd-91f1-9de20f533193"
Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
Distributed = "8ba89e20-285c-5b6f-9357-94700520ee1b"
HTTP = "cd3eb016-35fb-5094-929b-558a96fad6f3"
HiGHS = "87dc4568-4c63-4d18-b0c0-bb2238e4078b"
JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
JuMP = "4076af6c-e467-56ae-b986-b466b2749572"
Logging = "56ddb016-857b-54e1-b83d-db4d58db5568"
Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
UnitCommitment = "64606440-39ea-11e9-0f29-3303a1d3d877"
[compat]
CodecZlib = "0.7.8"
Dates = "1.11.0"
Distributed = "1.11.0"
HTTP = "1.10.19"
HiGHS = "1.20.1"
JSON = "0.21.4"
JuMP = "1.29.2"
Logging = "1.11.0"
Printf = "1.11.0"
Random = "1.11.0"

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@@ -0,0 +1,13 @@
# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
# Copyright (C) 2025, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
module Backend
basedir = joinpath(dirname(@__FILE__), "..")
include("jobs.jl")
include("server.jl")
include("log.jl")
end

124
web/backend/src/jobs.jl Normal file
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@@ -0,0 +1,124 @@
# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
# Copyright (C) 2025, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
using Distributed
import Base: put!
Base.@kwdef mutable struct JobProcessor
pending = RemoteChannel(() -> Channel{String}(Inf))
processing = RemoteChannel(() -> Channel{String}(Inf))
completed = RemoteChannel(() -> Channel{String}(Inf))
shutdown = RemoteChannel(() -> Channel{Bool}(1))
worker_pids = []
worker_tasks = []
work_fn = nothing
master_task = nothing
job_status = Dict()
job_position = Dict()
pending_queue = []
end
function update_positions!(processor::JobProcessor)
for (i, job_id) in enumerate(processor.pending_queue)
processor.job_position[job_id] = i
end
end
function Base.put!(processor::JobProcessor, job_id::String)
put!(processor.pending, job_id)
processor.job_status[job_id] = "pending"
push!(processor.pending_queue, job_id)
update_positions!(processor)
end
function master_loop(processor)
@info "Starting master loop"
while true
# Check for shutdown signal
if isready(processor.shutdown)
break
end
# Check for processing jobs
while isready(processor.processing)
job_id = take!(processor.processing)
processor.job_status[job_id] = "processing"
filter!(x -> x != job_id, processor.pending_queue)
delete!(processor.job_position, job_id)
update_positions!(processor)
end
# Check for completed jobs
while isready(processor.completed)
job_id = take!(processor.completed)
delete!(processor.job_status, job_id)
delete!(processor.job_position, job_id)
end
sleep(0.1)
end
end
function worker_loop(pending, processing, completed, shutdown, work_fn)
@info "Starting worker loop"
while true
# Check for shutdown signal
if isready(shutdown)
break
end
# Check for pending tasks
if isready(pending)
job_id = take!(pending)
put!(processing, job_id)
@info "Job started: $job_id"
try
work_time = @elapsed work_fn(job_id)
@info "Job finished: $job_id ($work_time s)"
put!(completed, job_id)
catch e
@error "Job failed: job $job_id"
end
end
sleep(0.1)
end
end
function start(processor::JobProcessor)
# Get list of available worker processes
worker_pids = workers()
@info "Starting job processor with $(length(worker_pids)) worker(s)"
# Start a worker loop on each worker process
for pid in worker_pids
task = @spawnat pid begin
worker_loop(
processor.pending,
processor.processing,
processor.completed,
processor.shutdown,
processor.work_fn,
)
end
push!(processor.worker_pids, pid)
push!(processor.worker_tasks, task)
end
# Start master loop (after spawning workers to avoid serialization issues)
processor.master_task = @async master_loop(processor)
return
end
function stop(processor::JobProcessor)
put!(processor.shutdown, true)
wait(processor.master_task)
for (i, task) in enumerate(processor.worker_tasks)
wait(task)
end
return
end
export JobProcessor, start, stop, put!, isbusy

38
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@@ -0,0 +1,38 @@
# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
# Copyright (C) 2025, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
import Logging: min_enabled_level, shouldlog, handle_message
using Base.CoreLogging, Logging, Dates
struct TimeLogger <: AbstractLogger end
min_enabled_level(::TimeLogger) = CoreLogging.Info
shouldlog(logger::TimeLogger, level, _module, group, id) = true
function handle_message(
logger::TimeLogger,
level,
message,
_module,
group,
id,
filepath,
line;
kwargs...,
)
current_time = Dates.format(now(), "yyyy-mm-dd HH:MM:SS.sss")
print("[$current_time] ")
println(message)
flush(stdout)
flush(stderr)
return Base.Libc.flush_cstdio()
end
function setup_logger()
global_logger(TimeLogger())
for pid in workers()
@spawnat pid global_logger(TimeLogger())
end
return
end

157
web/backend/src/server.jl Normal file
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@@ -0,0 +1,157 @@
using HTTP
using Random
using JSON
using CodecZlib
using UnitCommitment
struct ServerHandle
server::HTTP.Server
processor::JobProcessor
end
RESPONSE_HEADERS = [
"Access-Control-Allow-Origin" => "*",
"Access-Control-Allow-Methods" => "GET, POST, OPTIONS",
"Access-Control-Allow-Headers" => "Content-Type",
]
function submit(req, processor::JobProcessor)
# Check if request body is empty
compressed_body = HTTP.payload(req)
if isempty(compressed_body)
return HTTP.Response(400, RESPONSE_HEADERS, "Error: No file provided")
end
# Validate compressed JSON by decompressing and parsing
try
decompressed_data = transcode(GzipDecompressor, compressed_body)
JSON.parse(String(decompressed_data))
catch e
return HTTP.Response(
400,
RESPONSE_HEADERS,
"Error: Invalid compressed JSON",
)
end
# Generate random job ID (lowercase letters and numbers)
job_id = randstring(['a':'z'; '0':'9'], 16)
# Create job directory
job_dir = joinpath(basedir, "jobs", job_id)
mkpath(job_dir)
# Save input file
json_path = joinpath(job_dir, "input.json.gz")
write(json_path, compressed_body)
# Add job to queue
put!(processor, job_id)
# Return job ID as JSON
response_body = JSON.json(Dict("job_id" => job_id))
return HTTP.Response(200, RESPONSE_HEADERS, response_body)
end
function jobs_view(req, processor)
# Extract job_id from URL path /api/jobs/{job_id}/view
path_parts = split(req.target, '/')
job_id = path_parts[4]
# Construct job directory path
job_dir = joinpath(basedir, "jobs", job_id)
# Check if job directory exists
if !isdir(job_dir)
return HTTP.Response(404, RESPONSE_HEADERS, "Job not found")
end
# Read log file if it exists
log_path = joinpath(job_dir, "output.log")
log_content = isfile(log_path) ? read(log_path, String) : nothing
# Read output.json if it exists
output_path = joinpath(job_dir, "output.json")
output_content = isfile(output_path) ? read(output_path, String) : nothing
# Read job status
job_status = "unknown"
if output_content !== nothing
job_status = "completed"
elseif haskey(processor.job_status, job_id)
job_status = processor.job_status[job_id]
end
# Read job position (0 if already processed or not found)
job_position = get(processor.job_position, job_id, 0)
# Create response JSON
response_data = Dict("log" => log_content, "solution" => output_content, "status" => job_status, "position" => job_position)
response_body = JSON.json(response_data)
return HTTP.Response(200, RESPONSE_HEADERS, response_body)
end
function start_server(host, port; optimizer)
Random.seed!()
function work_fn(job_id)
job_dir = joinpath(basedir, "jobs", job_id)
mkpath(job_dir)
input_filename = joinpath(job_dir, "input.json.gz")
log_filename = joinpath(job_dir, "output.log")
solution_filename = joinpath(job_dir, "output.json")
try
open(log_filename, "w") do io
redirect_stdout(io) do
redirect_stderr(io) do
instance = UnitCommitment.read(input_filename)
model = UnitCommitment.build_model(;
instance,
optimizer = optimizer,
)
UnitCommitment.optimize!(model, UnitCommitment.XavQiuWanThi2019.Method(time_limit=900.0))
solution = UnitCommitment.solution(model)
UnitCommitment.write(solution_filename, solution)
return
end
end
end
catch e
open(log_filename, "a") do io
println(io, "\nError: ", e)
println(io, "\nStacktrace:")
return Base.show_backtrace(io, catch_backtrace())
end
end
return
end
# Create and start job processor
processor = JobProcessor(; work_fn)
start(processor)
router = HTTP.Router()
# Register CORS preflight endpoint
HTTP.register!(
router,
"OPTIONS",
"/**",
req -> HTTP.Response(200, RESPONSE_HEADERS, ""),
)
# Register /submit endpoint
HTTP.register!(router, "POST", "/api/submit", req -> submit(req, processor))
# Register job/*/view endpoint
HTTP.register!(router, "GET", "/api/jobs/*/view", req -> jobs_view(req, processor))
server = HTTP.serve!(router, host, port; verbose = false)
return ServerHandle(server, processor)
end
function stop(handle::ServerHandle)
stop(handle.processor)
close(handle.server)
return nothing
end

35
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@@ -0,0 +1,35 @@
# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
# Copyright (C) 2025, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
using HiGHS
using JuMP
using Backend
const UCJL_HOST = get(ENV, "HOST", "0.0.0.0")
const UCJL_PORT = parse(Int, get(ENV, "PORT", "9000"))
println("Starting UnitCommitment Backend Server...")
println("Host: $UCJL_HOST")
println("Port: $UCJL_PORT")
Backend.setup_logger()
server = Backend.start_server(
UCJL_HOST,
UCJL_PORT;
optimizer = optimizer_with_attributes(
HiGHS.Optimizer, "mip_rel_gap" => 0.001,
"threads" => 1,
)
)
try
wait()
catch e
if e isa InterruptException
println("\nShutting down server...")
Backend.stop(server)
println("Server stopped")
else
rethrow(e)
end
end

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name = "BackendT"
uuid = "27da795e-16fd-43bd-a2ba-f77bdecaf977"
version = "0.1.0"
authors = ["Alinson S. Xavier <git@axavier.org>"]
[deps]
Backend = "948642ed-e3f9-4642-9296-0f1eaf40c938"
CodecZlib = "944b1d66-785c-5afd-91f1-9de20f533193"
Distributed = "8ba89e20-285c-5b6f-9357-94700520ee1b"
HTTP = "cd3eb016-35fb-5094-929b-558a96fad6f3"
HiGHS = "87dc4568-4c63-4d18-b0c0-bb2238e4078b"
JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
JuliaFormatter = "98e50ef6-434e-11e9-1051-2b60c6c9e899"
Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
[compat]
CodecZlib = "0.7.8"
Distributed = "1.11.0"
HTTP = "1.10.19"
HiGHS = "1.20.1"
JSON = "0.21.4"
JuliaFormatter = "2.2.0"
Test = "1.11.0"

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# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
# Copyright (C) 2025, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
module BackendT
using Distributed
using Test
using HTTP
using JSON
using CodecZlib
import Backend
import JuliaFormatter
using HiGHS
BASEDIR = dirname(@__FILE__)
include("jobs_test.jl")
include("server_test.jl")
function fixture(path::String)::String
return "$BASEDIR/../fixtures/$path"
end
function runtests()
Backend.setup_logger()
@testset "UCJL Backend" begin
server_test_usage()
jobs_test_usage()
end
return
end
function format()
JuliaFormatter.format(BASEDIR, verbose = true)
JuliaFormatter.format("$BASEDIR/../../src", verbose = true)
return
end
export runtests, format
end

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# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
# Copyright (C) 2025, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
using Backend
using Test
function jobs_test_usage()
@testset "JobProcessor" begin
# Create a temporary directory for test output
test_dir = mktempdir()
# Define dummy work function that writes to a file
# Note: This function will be executed on a worker process
function work_fn(job_id)
output_file = joinpath(test_dir, job_id * ".txt")
write(output_file, job_id)
return
end
# Create processor with work function
processor = JobProcessor(; work_fn)
# Start the worker
start(processor)
# Push job to queue
put!(processor, "test")
# Wait for job to complete
# Increased timeout to account for worker process startup
sleep(2)
stop(processor)
# Check that the work function was called with correct job_id
output_file = joinpath(test_dir, "test.txt")
@test isfile(output_file)
@test read(output_file, String) == "test"
# Clean up
rm(test_dir; recursive = true)
end
end

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# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
# Copyright (C) 2025, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
const HOST = "127.0.0.1"
const PORT = 32617
function server_test_usage()
server = Backend.start_server(HOST, PORT; optimizer = HiGHS.Optimizer)
try
# Read the compressed fixture file
compressed_data = read(fixture("case14.json.gz"))
# Submit test case
response = HTTP.post(
"http://$HOST:$PORT/api/submit",
["Content-Type" => "application/gzip"],
compressed_data,
)
@test response.status == 200
# Check response
response_data = JSON.parse(String(response.body))
@test haskey(response_data, "job_id")
job_id = response_data["job_id"]
@test length(job_id) == 16
# Wait for jobs to finish
sleep(10)
# Verify the compressed file was saved correctly
job_dir = joinpath(Backend.basedir, "jobs", job_id)
saved_input_path = joinpath(job_dir, "input.json.gz")
saved_log_path = joinpath(job_dir, "output.log")
saved_output_path = joinpath(job_dir, "output.json")
@test isfile(saved_input_path)
@test isfile(saved_log_path)
@test isfile(saved_output_path)
saved_data = read(saved_input_path)
@test saved_data == compressed_data
# Query job information
view_response = HTTP.get("http://$HOST:$PORT/api/jobs/$job_id/view")
@test view_response.status == 200
# Check response
view_data = JSON.parse(String(view_response.body))
@test haskey(view_data, "log")
@test haskey(view_data, "solution")
@test view_data["log"] !== nothing
@test view_data["solution"] !== nothing
@test view_data["status"] == "completed"
# Clean up
rm(job_dir, recursive = true)
finally
stop(server)
end
end

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node_modules
npm-debug.log
Dockerfile
.dockerignore
.git
.gitignore
.env

2
web/frontend/.env Normal file
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FAST_REFRESH=false
REACT_APP_BACKEND_URL=http://localhost:9000/api

25
web/frontend/.gitignore vendored Normal file
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# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
# dependencies
/node_modules
/.pnp
.pnp.js
# testing
/coverage
# production
/build
# misc
.DS_Store
.env.local
.env.development.local
.env.test.local
.env.production.local
npm-debug.log*
yarn-debug.log*
yarn-error.log*
assets

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{}

18
web/frontend/Dockerfile Normal file
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# Build Stage
FROM node:18-alpine AS build
WORKDIR /app
COPY package*.json ./
RUN npm install
COPY . .
ARG REACT_APP_BACKEND_URL
ENV REACT_APP_BACKEND_URL=$REACT_APP_BACKEND_URL
RUN npm run build
# Production Stage
FROM node:18-alpine AS production
WORKDIR /app
COPY --from=build /app/build ./build
COPY server.js ./
RUN npm install --production express
EXPOSE 3000
CMD ["node", "server.js"]

14
web/frontend/Makefile Normal file
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docker-build:
docker build . \
--build-arg REACT_APP_BACKEND_URL=https://ucjl.axavier.org/api \
-t ucjl-frontend
docker-run:
docker stop ucjl-frontend
docker rm ucjl-frontend
docker run \
--detach \
--network custom \
--restart always \
--name ucjl-frontend \
ucjl-frontend

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{
"name": "web",
"version": "0.1.0",
"private": true,
"dependencies": {
"@fortawesome/fontawesome-svg-core": "^6.7.2",
"@fortawesome/free-regular-svg-icons": "^6.7.2",
"@fortawesome/free-solid-svg-icons": "^6.7.2",
"@fortawesome/react-fontawesome": "^0.2.2",
"@testing-library/dom": "^10.4.0",
"@testing-library/jest-dom": "^6.6.3",
"@testing-library/react": "^16.3.0",
"@testing-library/user-event": "^13.5.0",
"@types/jest": "^27.5.2",
"@types/node": "^16.18.126",
"@types/pako": "^2.0.3",
"@types/papaparse": "^5.3.16",
"@types/react": "^19.1.3",
"@types/react-dom": "^19.1.3",
"ajv": "^8.17.1",
"eslint": "^8.57.1",
"pako": "^2.1.0",
"papaparse": "^5.5.2",
"react": "^19.1.0",
"react-dom": "^19.1.0",
"react-router": "^7.9.5",
"react-scripts": "^5.0.1",
"tabulator-tables": "^6.3.1",
"typescript": "^4.9.5",
"web-vitals": "^2.1.4"
},
"scripts": {
"start": "react-scripts start",
"build": "react-scripts build",
"test": "react-scripts test",
"eject": "react-scripts eject"
},
"eslintConfig": {
"extends": [
"react-app",
"react-app/jest"
],
"rules": {
"semi": [
"error",
"always"
]
}
},
"browserslist": {
"production": [
">0.2%",
"not dead",
"not op_mini all"
],
"development": [
"last 1 chrome version",
"last 1 firefox version",
"last 1 safari version"
]
},
"devDependencies": {
"@types/tabulator-tables": "^6.2.6",
"prettier": "3.5.3"
}
}

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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8" />
<link rel="icon" href="%PUBLIC_URL%/favicon.ico" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="theme-color" content="#000000" />
<meta name="description" content="UnitCommitment.jl Case Builder" />
<link rel="apple-touch-icon" href="%PUBLIC_URL%/logo192.png" />
<link rel="manifest" href="%PUBLIC_URL%/manifest.json" />
<title>Case Builder - UnitCommitment.jl</title>
<style>
:root {
--site-max-width: 1500px;
--site-min-width: 900px;
--box-border: 1px solid rgba(0, 0, 0, 0.2);
--box-shadow: 0px 2px 4px -3px rgba(0, 0, 0, 0.2);
--border-radius: 4px;
--primary: #0097A7;
--contrast-100: #202020;
--contrast-80: #606060;
--contrast-60: #909090;
--contrast-20: #d6d6d6;
--contrast-10: #f6f6f6;
--contrast-0: #fefefe;
}
body {
margin: 0;
padding: 0;
font-family: Arial, sans-serif;
background-color: #333;
}
.content {
background-color: var(--contrast-10);
padding-bottom: 36px;
}
</style>
</head>
<body>
<noscript>You need to enable JavaScript to run this app.</noscript>
<div id="root"></div>
</body>
</html>

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{
"short_name": "React App",
"name": "Create React App Sample",
"icons": [
{
"src": "favicon.ico",
"sizes": "64x64 32x32 24x24 16x16",
"type": "image/x-icon"
},
{
"src": "logo192.png",
"type": "image/png",
"sizes": "192x192"
},
{
"src": "logo512.png",
"type": "image/png",
"sizes": "512x512"
}
],
"start_url": ".",
"display": "standalone",
"theme_color": "#000000",
"background_color": "#ffffff"
}

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# https://www.robotstxt.org/robotstxt.html
User-agent: *
Disallow:

26
web/frontend/server.js Normal file
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const express = require('express');
const path = require('path');
const app = express();
const PORT = process.env.PORT || 3000;
// Serve static files from the build directory
app.use(express.static(path.join(__dirname, 'build')));
// Handle client-side routing - serve index.html for all routes
app.get('/*splat', (req, res) => {
res.sendFile(path.join(__dirname, 'build', 'index.html'));
});
const server = app.listen(PORT, () => {
console.log(`Server is running on port ${PORT}`);
});
// Graceful shutdown on CTRL+C
process.on('SIGINT', () => {
console.log('\nShutting down gracefully...');
server.close(() => {
console.log('Server closed');
process.exit(0);
});
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import assert from "node:assert";
import { BusesColumnSpec, generateBusesData } from "./Buses";
import { generateCsv, parseCsv } from "../Common/Forms/DataTable";
import { TEST_DATA_1 } from "../../core/Data/fixtures.test";
test("generate CSV", () => {
const [data, columns] = generateBusesData(TEST_DATA_1);
const actualCsv = generateCsv(data, columns);
const expectedCsv =
"Name,Load (MW) 00:00,Load (MW) 01:00,Load (MW) 02:00,Load (MW) 03:00,Load (MW) 04:00\n" +
"b1,35.79534,34.38835,33.45083,32.89729,33.25044\n" +
"b2,14.03739,13.48563,13.11797,12.9009,13.03939\n" +
"b3,27.3729,26.29698,25.58005,25.15675,25.4268";
assert.strictEqual(actualCsv, expectedCsv);
});
test("parse CSV", () => {
const csvContents =
"Name,Load (MW) 00:00,Load (MW) 01:00,Load (MW) 02:00,Load (MW) 03:00,Load (MW) 04:00\n" +
"b1,0,1,2,3,4\n" +
"b3,27.3729,26.29698,25.58005,25.15675,25.4268";
const [newBuses, err] = parseCsv(csvContents, BusesColumnSpec, TEST_DATA_1);
assert(err === null);
assert.deepEqual(newBuses, {
b1: {
"Load (MW)": [0, 1, 2, 3, 4],
},
b3: {
"Load (MW)": [27.3729, 26.29698, 25.58005, 25.15675, 25.4268],
},
});
});
test("parse CSV with duplicated names", () => {
const csvContents =
"Name,Load (MW) 00:00,Load (MW) 01:00,Load (MW) 02:00,Load (MW) 03:00,Load (MW) 04:00\n" +
"b1,0,0,0,0,0\n" +
"b1,0,0,0,0,0";
const [, err] = parseCsv(csvContents, BusesColumnSpec, TEST_DATA_1);
assert(err !== null);
assert.equal(err.message, `Name "b1" is duplicated (row 2)`);
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import SectionHeader from "../Common/SectionHeader/SectionHeader";
import SectionButton from "../Common/Buttons/SectionButton";
import {
faDownload,
faPlus,
faUpload,
} from "@fortawesome/free-solid-svg-icons";
import { offerDownload } from "../Common/io";
import FileUploadElement from "../Common/Buttons/FileUploadElement";
import { useRef } from "react";
import { ValidationError } from "../../core/Data/validate";
import DataTable, {
ColumnSpec,
generateCsv,
generateTableColumns,
generateTableData,
parseCsv,
} from "../Common/Forms/DataTable";
import { ColumnDefinition } from "tabulator-tables";
import {
changeBusData,
createBus,
deleteBus,
renameBus,
} from "../../core/Operations/busOps";
import { CaseBuilderSectionProps } from "./CaseBuilder";
import { UnitCommitmentScenario } from "../../core/Data/types";
export const BusesColumnSpec: ColumnSpec[] = [
{
title: "Name",
type: "string",
width: 100,
},
{
title: "Load (MW)",
type: "number[T]",
width: 60,
},
];
export const generateBusesData = (
scenario: UnitCommitmentScenario,
): [any[], ColumnDefinition[]] => {
const columns = generateTableColumns(scenario, BusesColumnSpec);
const data = generateTableData(scenario.Buses, BusesColumnSpec, scenario);
return [data, columns];
};
function BusesComponent(props: CaseBuilderSectionProps) {
const fileUploadElem = useRef<FileUploadElement>(null);
const onDownload = () => {
const [data, columns] = generateBusesData(props.scenario);
const csvContents = generateCsv(data, columns);
offerDownload(csvContents, "text/csv", "buses.csv");
};
const onUpload = () => {
fileUploadElem.current!.showFilePicker((csvContents: any) => {
const [newBuses, err] = parseCsv(
csvContents,
BusesColumnSpec,
props.scenario,
);
if (err) {
props.onError(err.message);
return;
}
const newScenario = {
...props.scenario,
Buses: newBuses,
};
props.onDataChanged(newScenario);
});
};
const onAdd = () => {
const newScenario = createBus(props.scenario);
props.onDataChanged(newScenario);
};
const onDataChanged = (
bus: string,
field: string,
newValue: string,
): ValidationError | null => {
const [newScenario, err] = changeBusData(
bus,
field,
newValue,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
const onDelete = (bus: string): ValidationError | null => {
const newScenario = deleteBus(bus, props.scenario);
props.onDataChanged(newScenario);
return null;
};
const onRename = (
oldName: string,
newName: string,
): ValidationError | null => {
const [newScenario, err] = renameBus(oldName, newName, props.scenario);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
return (
<div>
<SectionHeader title="Buses">
<SectionButton icon={faPlus} tooltip="Add" onClick={onAdd} />
<SectionButton
icon={faDownload}
tooltip="Download"
onClick={onDownload}
/>
<SectionButton icon={faUpload} tooltip="Upload" onClick={onUpload} />
</SectionHeader>
<DataTable
onRowDeleted={onDelete}
onRowRenamed={onRename}
onDataChanged={onDataChanged}
generateData={() => generateBusesData(props.scenario)}
/>
<FileUploadElement ref={fileUploadElem} accept=".csv" />
</div>
);
}
export default BusesComponent;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import Header from "./Header";
import Parameters from "./Parameters";
import BusesComponent from "./Buses";
import { BLANK_SCENARIO } from "../../core/Data/fixtures";
import "tabulator-tables/dist/css/tabulator.min.css";
import "../Common/Forms/Tables.css";
import { useState } from "react";
import { useNavigate } from "react-router";
import Footer from "../Common/Footer";
import * as pako from "pako";
import { offerDownload } from "../Common/io";
import { preprocess } from "../../core/Operations/preprocessing";
import Toast from "../Common/Forms/Toast";
import ProfiledUnitsComponent from "./ProfiledUnits";
import ThermalUnitsComponent from "./ThermalUnits";
import TransmissionLinesComponent from "./TransmissionLines";
import { UnitCommitmentScenario } from "../../core/Data/types";
import StorageComponent from "./StorageUnits";
import PriceSensitiveLoadsComponent from "./Psload";
export interface CaseBuilderSectionProps {
scenario: UnitCommitmentScenario;
onDataChanged: (scenario: UnitCommitmentScenario) => void;
onError: (msg: string) => void;
}
const CaseBuilder = () => {
const navigate = useNavigate();
const [scenario, setScenario] = useState(() => {
const savedScenario = localStorage.getItem("scenario");
if (!savedScenario) return BLANK_SCENARIO;
const [processedScenario, err] = preprocess(JSON.parse(savedScenario));
if (err) {
console.log(err);
return BLANK_SCENARIO;
}
return processedScenario!!;
});
const [undoStack, setUndoStack] = useState<UnitCommitmentScenario[]>([]);
const [toastMessage, setToastMessage] = useState<string>("");
const setAndSaveScenario = (
newScenario: UnitCommitmentScenario,
updateUndoStack = true,
) => {
if (updateUndoStack) {
const newUndoStack = [...undoStack, scenario];
if (newUndoStack.length > 25) {
newUndoStack.splice(0, newUndoStack.length - 25);
}
setUndoStack(newUndoStack);
}
setScenario(newScenario);
localStorage.setItem("scenario", JSON.stringify(newScenario));
};
const onClear = () => {
setAndSaveScenario(BLANK_SCENARIO);
};
const onSave = () => {
offerDownload(
JSON.stringify(scenario, null, 2),
"application/json",
"case.json",
);
};
const onDataChanged = (newScenario: UnitCommitmentScenario) => {
setAndSaveScenario(newScenario);
};
const onLoad = (data: any) => {
const json = JSON.parse(data);
const [scenario, err] = preprocess(json);
if (err) {
setToastMessage(err.message);
return;
}
setAndSaveScenario(scenario!);
setToastMessage("Data loaded successfully");
};
const onUndo = () => {
if (undoStack.length === 0) return;
setUndoStack(undoStack.slice(0, -1));
setAndSaveScenario(undoStack[undoStack.length - 1]!, false);
};
const onSolve = async () => {
// Compress scenario
const jsonString = JSON.stringify(scenario);
const compressed = pako.gzip(jsonString);
// POST to backend
const backendUrl = process.env.REACT_APP_BACKEND_URL;
const response = await fetch(`${backendUrl}/submit`, {
method: "POST",
headers: {
"Content-Type": "application/gzip",
},
body: compressed,
});
// Error handling
if (!response.ok) {
setToastMessage("Failed to submit file. See console for more details.");
console.log(response);
return;
}
// Parse response
const data = await response.json();
navigate(`/jobs/${data.job_id}`);
};
return (
<div>
<Header
onClear={onClear}
onSave={onSave}
onLoad={onLoad}
onUndo={onUndo}
onSolve={onSolve}
/>
<div className="content">
<Parameters
scenario={scenario}
onDataChanged={onDataChanged}
onError={setToastMessage}
/>
<BusesComponent
scenario={scenario}
onDataChanged={onDataChanged}
onError={setToastMessage}
/>
<ThermalUnitsComponent
scenario={scenario}
onDataChanged={onDataChanged}
onError={setToastMessage}
/>
<ProfiledUnitsComponent
scenario={scenario}
onDataChanged={onDataChanged}
onError={setToastMessage}
/>
<StorageComponent
scenario={scenario}
onDataChanged={onDataChanged}
onError={setToastMessage}
/>
<PriceSensitiveLoadsComponent
scenario={scenario}
onDataChanged={onDataChanged}
onError={setToastMessage}
/>
<TransmissionLinesComponent
scenario={scenario}
onDataChanged={onDataChanged}
onError={setToastMessage}
/>
<Toast message={toastMessage} />
</div>
<Footer />
</div>
);
};
export default CaseBuilder;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import styles from "../Common/Header.module.css";
import SiteHeaderButton from "../Common/Buttons/SiteHeaderButton";
import { useRef } from "react";
import FileUploadElement from "../Common/Buttons/FileUploadElement";
import { UnitCommitmentScenario } from "../../core/Data/types";
interface HeaderProps {
onClear: () => void;
onSave: () => void;
onUndo: () => void;
onLoad: (data: UnitCommitmentScenario) => void;
onSolve: () => void;
}
function Header(props: HeaderProps) {
const fileElem = useRef<FileUploadElement>(null);
function onLoad() {
fileElem.current!.showFilePicker((data: any) => {
props.onLoad(data);
});
}
return (
<div className={styles.HeaderBox}>
<div className={styles.HeaderContent}>
<h1>UnitCommitment.jl</h1>
<h2>Case Builder</h2>
<div className={styles.buttonContainer}>
<SiteHeaderButton title="Undo" onClick={props.onUndo} />
<SiteHeaderButton title="Clear" onClick={props.onClear} />
<SiteHeaderButton title="Load" onClick={onLoad} />
<SiteHeaderButton title="Save" onClick={props.onSave} />
<SiteHeaderButton
title="Solve"
variant="primary"
onClick={props.onSolve}
/>
</div>
<FileUploadElement ref={fileElem} accept=".json,.json.gz" />
</div>
</div>
);
}
export default Header;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import SectionHeader from "../Common/SectionHeader/SectionHeader";
import Form from "../Common/Forms/Form";
import TextInputRow from "../Common/Forms/TextInputRow";
import {
changeParameter,
changeTimeHorizon,
changeTimeStep,
} from "../../core/Operations/parameterOps";
import { UnitCommitmentScenario } from "../../core/Data/types";
interface ParametersProps {
scenario: UnitCommitmentScenario;
onError: (msg: string) => void;
onDataChanged: (scenario: UnitCommitmentScenario) => void;
}
function Parameters(props: ParametersProps) {
const onDataChanged = (key: string, value: string) => {
let newScenario, err;
if (key === "Time horizon (h)") {
[newScenario, err] = changeTimeHorizon(props.scenario, value);
} else if (key === "Time step (min)") {
[newScenario, err] = changeTimeStep(props.scenario, value);
} else {
[newScenario, err] = changeParameter(props.scenario, key, value);
}
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
return (
<div>
<SectionHeader title="Parameters"></SectionHeader>
<Form>
<TextInputRow
label="Time horizon"
unit="h"
tooltip="Length of the planning horizon (in hours)."
initialValue={`${props.scenario.Parameters["Time horizon (h)"]}`}
onChange={(v) => onDataChanged("Time horizon (h)", v)}
/>
<TextInputRow
label="Time step"
unit="min"
tooltip="Length of each time step (in minutes). Must be a divisor of 60 (e.g. 60, 30, 20, 15, etc)."
initialValue={`${props.scenario.Parameters["Time step (min)"]}`}
onChange={(v) => onDataChanged("Time step (min)", v)}
/>
<TextInputRow
label="Power balance penalty"
unit="$/MW"
tooltip="Penalty for system-wide shortage or surplus in production (in /MW). This is charged per time step. For example, if there is a shortage of 1 MW for three time steps, three times this amount will be charged."
initialValue={`${props.scenario.Parameters["Power balance penalty ($/MW)"]}`}
onChange={(v) => onDataChanged("Power balance penalty ($/MW)", v)}
/>
</Form>
</div>
);
}
export default Parameters;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import {
floatFormatter,
generateTableColumns,
parseCsv,
} from "../Common/Forms/DataTable";
import {
parseProfiledUnitsCsv,
ProfiledUnitsColumnSpec,
} from "./ProfiledUnits";
import { TEST_DATA_1 } from "../../core/Data/fixtures.test";
import assert from "node:assert";
import {
getProfiledGenerators,
getThermalGenerators,
} from "../../core/Data/types";
test("parse CSV", () => {
const csvContents =
"Name,Bus,Cost ($/MW),Maximum power (MW) 00:00,Maximum power (MW) 01:00," +
"Maximum power (MW) 02:00,Maximum power (MW) 03:00," +
"Maximum power (MW) 04:00,Minimum power (MW) 00:00," +
"Minimum power (MW) 01:00,Minimum power (MW) 02:00," +
"Minimum power (MW) 03:00,Minimum power (MW) 04:00\n" +
"pu1,b1,50,260.25384545,72.89148068,377.17886108,336.66732361," +
"376.82781758,52.05076909,14.57829614,75.43577222,67.33346472,75.36556352\n" +
"pu2,b1,0,0,0,0,0,0,0,0,0,0,0";
const [scenario, err] = parseProfiledUnitsCsv(csvContents, TEST_DATA_1);
assert(err === null);
const thermalGens = getThermalGenerators(scenario);
const profGens = getProfiledGenerators(scenario);
assert.equal(Object.keys(thermalGens).length, 1);
assert.equal(Object.keys(profGens).length, 2);
assert.deepEqual(profGens, {
pu1: {
Bus: "b1",
"Minimum power (MW)": [
52.05076909, 14.57829614, 75.43577222, 67.33346472, 75.36556352,
],
"Maximum power (MW)": [
260.25384545, 72.89148068, 377.17886108, 336.66732361, 376.82781758,
],
"Cost ($/MW)": 50.0,
Type: "Profiled",
},
pu2: {
Bus: "b1",
"Minimum power (MW)": [0, 0, 0, 0, 0],
"Maximum power (MW)": [0, 0, 0, 0, 0],
"Cost ($/MW)": 0.0,
Type: "Profiled",
},
});
});
test("parse CSV with invalid bus", () => {
const csvContents =
"Name,Bus,Cost ($/MW),Maximum power (MW) 00:00,Maximum power (MW) 01:00," +
"Maximum power (MW) 02:00,Maximum power (MW) 03:00," +
"Maximum power (MW) 04:00,Minimum power (MW) 00:00," +
"Minimum power (MW) 01:00,Minimum power (MW) 02:00," +
"Minimum power (MW) 03:00,Minimum power (MW) 04:00\n" +
"pu1,b99,50,260.25384545,72.89148068,377.17886108,336.66732361," +
"376.82781758,52.05076909,14.57829614,75.43577222,67.33346472,75.36556352\n" +
"pu2,b1,0,0,0,0,0,0,0,0,0,0,0";
const [, err] = parseCsv(csvContents, ProfiledUnitsColumnSpec, TEST_DATA_1);
assert(err !== null);
assert.equal(err.message, 'Bus "b99" does not exist (row 1)');
});
test("generateTableColumns", () => {
const columns = generateTableColumns(TEST_DATA_1, ProfiledUnitsColumnSpec);
assert.equal(columns.length, 5);
assert.deepEqual(columns[0], {
editor: "input",
editorParams: {
selectContents: true,
},
field: "Name",
formatter: "plaintext",
headerHozAlign: "left",
headerSort: false,
headerWordWrap: true,
hozAlign: "left",
minWidth: 100,
resizable: false,
title: "Name",
});
assert.equal(columns[3]!["columns"]!.length, 5);
assert.deepEqual(columns[3]!["columns"]![0], {
editor: "input",
editorParams: {
selectContents: true,
},
field: "Maximum power (MW) 00:00",
formatter: floatFormatter,
headerHozAlign: "left",
headerSort: false,
headerWordWrap: true,
hozAlign: "left",
minWidth: 75,
resizable: false,
title: "00:00",
});
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import SectionHeader from "../Common/SectionHeader/SectionHeader";
import SectionButton from "../Common/Buttons/SectionButton";
import {
faDownload,
faPlus,
faUpload,
} from "@fortawesome/free-solid-svg-icons";
import DataTable, {
ColumnSpec,
generateCsv,
generateTableColumns,
generateTableData,
parseCsv,
} from "../Common/Forms/DataTable";
import { ColumnDefinition } from "tabulator-tables";
import { offerDownload } from "../Common/io";
import FileUploadElement from "../Common/Buttons/FileUploadElement";
import { useRef } from "react";
import {
changeProfiledUnitData,
createProfiledUnit,
deleteGenerator,
renameGenerator,
} from "../../core/Operations/generatorOps";
import { ValidationError } from "../../core/Data/validate";
import { CaseBuilderSectionProps } from "./CaseBuilder";
import {
getProfiledGenerators,
getThermalGenerators,
UnitCommitmentScenario,
} from "../../core/Data/types";
export const ProfiledUnitsColumnSpec: ColumnSpec[] = [
{
title: "Name",
type: "string",
width: 100,
},
{
title: "Bus",
type: "busRef",
width: 100,
},
{
title: "Cost ($/MW)",
type: "number",
width: 100,
},
{
title: "Maximum power (MW)",
type: "number[T]",
width: 75,
},
{
title: "Minimum power (MW)",
type: "number[T]",
width: 75,
},
];
const generateProfiledUnitsData = (
scenario: UnitCommitmentScenario,
): [any[], ColumnDefinition[]] => {
const columns = generateTableColumns(scenario, ProfiledUnitsColumnSpec);
const data = generateTableData(
getProfiledGenerators(scenario),
ProfiledUnitsColumnSpec,
scenario,
);
return [data, columns];
};
export const parseProfiledUnitsCsv = (
csvContents: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [profGens, err] = parseCsv(
csvContents,
ProfiledUnitsColumnSpec,
scenario,
);
if (err) return [scenario, err];
// Process imported generators
for (const gen in profGens) {
profGens[gen]["Type"] = "Profiled";
}
// Merge with existing data
const thermalGens = getThermalGenerators(scenario);
const newScenario = {
...scenario,
Generators: { ...thermalGens, ...profGens },
};
return [newScenario, null];
};
const ProfiledUnitsComponent = (props: CaseBuilderSectionProps) => {
const fileUploadElem = useRef<FileUploadElement>(null);
const onDownload = () => {
const [data, columns] = generateProfiledUnitsData(props.scenario);
const csvContents = generateCsv(data, columns);
offerDownload(csvContents, "text/csv", "profiled_units.csv");
};
const onUpload = () => {
fileUploadElem.current!.showFilePicker((csv: any) => {
const [newScenario, err] = parseProfiledUnitsCsv(csv, props.scenario);
if (err) {
props.onError(err.message);
return;
}
props.onDataChanged(newScenario);
});
};
const onAdd = () => {
const [newScenario, err] = createProfiledUnit(props.scenario);
if (err) {
props.onError(err.message);
return;
}
props.onDataChanged(newScenario);
};
const onDelete = (name: string): ValidationError | null => {
const newScenario = deleteGenerator(name, props.scenario);
props.onDataChanged(newScenario);
return null;
};
const onDataChanged = (
name: string,
field: string,
newValue: string,
): ValidationError | null => {
const [newScenario, err] = changeProfiledUnitData(
name,
field,
newValue,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
const onRename = (
oldName: string,
newName: string,
): ValidationError | null => {
const [newScenario, err] = renameGenerator(
oldName,
newName,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
return (
<div>
<SectionHeader title="Profiled units">
<SectionButton icon={faPlus} tooltip="Add" onClick={onAdd} />
<SectionButton
icon={faDownload}
tooltip="Download"
onClick={onDownload}
/>
<SectionButton icon={faUpload} tooltip="Upload" onClick={onUpload} />
</SectionHeader>
<DataTable
onRowDeleted={onDelete}
onRowRenamed={onRename}
onDataChanged={onDataChanged}
generateData={() => generateProfiledUnitsData(props.scenario)}
/>
<FileUploadElement ref={fileUploadElem} accept=".csv" />
</div>
);
};
export default ProfiledUnitsComponent;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import DataTable, {
ColumnSpec,
generateCsv,
generateTableColumns,
generateTableData,
parseCsv,
} from "../Common/Forms/DataTable";
import { CaseBuilderSectionProps } from "./CaseBuilder";
import { useRef } from "react";
import FileUploadElement from "../Common/Buttons/FileUploadElement";
import { ValidationError } from "../../core/Data/validate";
import SectionHeader from "../Common/SectionHeader/SectionHeader";
import SectionButton from "../Common/Buttons/SectionButton";
import {
faDownload,
faPlus,
faUpload,
} from "@fortawesome/free-solid-svg-icons";
import { UnitCommitmentScenario } from "../../core/Data/types";
import { ColumnDefinition } from "tabulator-tables";
import {
changePriceSensitiveLoadData,
createPriceSensitiveLoad,
deletePriceSensitiveLoad,
renamePriceSensitiveLoad,
} from "../../core/Operations/psloadOps";
import { offerDownload } from "../Common/io";
export const PriceSensitiveLoadsColumnSpec: ColumnSpec[] = [
{
title: "Name",
type: "string",
width: 100,
},
{
title: "Bus",
type: "busRef",
width: 100,
},
{
title: "Revenue ($/MW)",
type: "number",
width: 100,
},
{
title: "Demand (MW)",
type: "number[T]",
width: 70,
},
];
export const generatePriceSensitiveLoadsData = (
scenario: UnitCommitmentScenario,
): [any[], ColumnDefinition[]] => {
const columns = generateTableColumns(scenario, PriceSensitiveLoadsColumnSpec);
const data = generateTableData(
scenario["Price-sensitive loads"],
PriceSensitiveLoadsColumnSpec,
scenario,
);
return [data, columns];
};
const PriceSensitiveLoadsComponent = (props: CaseBuilderSectionProps) => {
const fileUploadElem = useRef<FileUploadElement>(null);
const onDownload = () => {
const [data, columns] = generatePriceSensitiveLoadsData(props.scenario);
const csvContents = generateCsv(data, columns);
offerDownload(csvContents, "text/csv", "psloads.csv");
};
const onUpload = () => {
fileUploadElem.current!.showFilePicker((csv: any) => {
// Parse provided CSV file
const [psloads, err] = parseCsv(
csv,
PriceSensitiveLoadsColumnSpec,
props.scenario,
);
// Handle validation errors
if (err) {
props.onError(err.message);
return;
}
// Generate new scenario
props.onDataChanged({
...props.scenario,
"Price-sensitive loads": psloads,
});
});
};
const onAdd = () => {
const [newScenario, err] = createPriceSensitiveLoad(props.scenario);
if (err) {
props.onError(err.message);
return;
}
props.onDataChanged(newScenario);
};
const onDelete = (name: string): ValidationError | null => {
const newScenario = deletePriceSensitiveLoad(name, props.scenario);
props.onDataChanged(newScenario);
return null;
};
const onDataChanged = (
name: string,
field: string,
newValue: string,
): ValidationError | null => {
const [newScenario, err] = changePriceSensitiveLoadData(
name,
field,
newValue,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
const onRename = (
oldName: string,
newName: string,
): ValidationError | null => {
const [newScenario, err] = renamePriceSensitiveLoad(
oldName,
newName,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
return (
<div>
<SectionHeader title="Price-sensitive loads">
<SectionButton icon={faPlus} tooltip="Add" onClick={onAdd} />
<SectionButton
icon={faDownload}
tooltip="Download"
onClick={onDownload}
/>
<SectionButton icon={faUpload} tooltip="Upload" onClick={onUpload} />
</SectionHeader>
<DataTable
onRowDeleted={onDelete}
onRowRenamed={onRename}
onDataChanged={onDataChanged}
generateData={() => generatePriceSensitiveLoadsData(props.scenario)}
/>
<FileUploadElement ref={fileUploadElem} accept=".csv" />
</div>
);
};
export default PriceSensitiveLoadsComponent;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import DataTable, {
ColumnSpec,
generateCsv,
generateTableColumns,
generateTableData,
parseCsv,
} from "../Common/Forms/DataTable";
import { CaseBuilderSectionProps } from "./CaseBuilder";
import { useRef } from "react";
import FileUploadElement from "../Common/Buttons/FileUploadElement";
import { ValidationError } from "../../core/Data/validate";
import SectionHeader from "../Common/SectionHeader/SectionHeader";
import SectionButton from "../Common/Buttons/SectionButton";
import {
faDownload,
faPlus,
faUpload,
} from "@fortawesome/free-solid-svg-icons";
import { UnitCommitmentScenario } from "../../core/Data/types";
import { ColumnDefinition } from "tabulator-tables";
import {
changeStorageUnitData,
createStorageUnit,
deleteStorageUnit,
renameStorageUnit,
} from "../../core/Operations/storageOps";
import { offerDownload } from "../Common/io";
export const StorageUnitsColumnSpec: ColumnSpec[] = [
{
title: "Name",
type: "string",
width: 100,
},
{
title: "Bus",
type: "busRef",
width: 100,
},
{
title: "Minimum level (MWh)",
type: "number",
width: 100,
},
{
title: "Maximum level (MWh)",
type: "number",
width: 100,
},
{
title: "Charge cost ($/MW)",
type: "number",
width: 100,
},
{
title: "Discharge cost ($/MW)",
type: "number",
width: 100,
},
{
title: "Charge efficiency",
type: "number",
width: 100,
},
{
title: "Discharge efficiency",
type: "number",
width: 100,
},
{
title: "Loss factor",
type: "number",
width: 80,
},
{
title: "Minimum charge rate (MW)",
type: "number",
width: 140,
},
{
title: "Maximum charge rate (MW)",
type: "number",
width: 140,
},
{
title: "Minimum discharge rate (MW)",
type: "number",
width: 140,
},
{
title: "Maximum discharge rate (MW)",
type: "number",
width: 150,
},
{
title: "Initial level (MWh)",
type: "number",
width: 100,
},
{
title: "Last period minimum level (MWh)",
type: "number",
width: 160,
},
{
title: "Last period maximum level (MWh)",
type: "number",
width: 160,
},
];
export const generateStorageUnitsData = (
scenario: UnitCommitmentScenario,
): [any[], ColumnDefinition[]] => {
const columns = generateTableColumns(scenario, StorageUnitsColumnSpec);
const data = generateTableData(
scenario["Storage units"],
StorageUnitsColumnSpec,
scenario,
);
return [data, columns];
};
const StorageUnitsComponent = (props: CaseBuilderSectionProps) => {
const fileUploadElem = useRef<FileUploadElement>(null);
const onDownload = () => {
const [data, columns] = generateStorageUnitsData(props.scenario);
const csvContents = generateCsv(data, columns);
offerDownload(csvContents, "text/csv", "storage_units.csv");
};
const onUpload = () => {
fileUploadElem.current!.showFilePicker((csv: any) => {
// Parse provided CSV file
const [storageUnits, err] = parseCsv(
csv,
StorageUnitsColumnSpec,
props.scenario,
);
// Handle validation errors
if (err) {
props.onError(err.message);
return;
}
// Generate new scenario
props.onDataChanged({
...props.scenario,
"Storage units": storageUnits,
});
});
};
const onAdd = () => {
const [newScenario, err] = createStorageUnit(props.scenario);
if (err) {
props.onError(err.message);
return;
}
props.onDataChanged(newScenario);
};
const onDelete = (name: string): ValidationError | null => {
const newScenario = deleteStorageUnit(name, props.scenario);
props.onDataChanged(newScenario);
return null;
};
const onDataChanged = (
name: string,
field: string,
newValue: string,
): ValidationError | null => {
const [newScenario, err] = changeStorageUnitData(
name,
field,
newValue,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
const onRename = (
oldName: string,
newName: string,
): ValidationError | null => {
const [newScenario, err] = renameStorageUnit(
oldName,
newName,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
return (
<div>
<SectionHeader title="Storage units">
<SectionButton icon={faPlus} tooltip="Add" onClick={onAdd} />
<SectionButton
icon={faDownload}
tooltip="Download"
onClick={onDownload}
/>
<SectionButton icon={faUpload} tooltip="Upload" onClick={onUpload} />
</SectionHeader>
<DataTable
onRowDeleted={onDelete}
onRowRenamed={onRename}
onDataChanged={onDataChanged}
generateData={() => generateStorageUnitsData(props.scenario)}
/>
<FileUploadElement ref={fileUploadElem} accept=".csv" />
</div>
);
};
export default StorageUnitsComponent;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import {
floatFormatter,
generateCsv,
generateTableColumns,
generateTableData,
} from "../Common/Forms/DataTable";
import { TEST_DATA_1 } from "../../core/Data/fixtures.test";
import {
generateThermalUnitsData,
parseThermalUnitsCsv,
ThermalUnitsColumnSpec,
} from "./ThermalUnits";
import assert from "node:assert";
import {
getProfiledGenerators,
getThermalGenerators,
} from "../../core/Data/types";
test("generateTableColumns", () => {
const columns = generateTableColumns(TEST_DATA_1, ThermalUnitsColumnSpec);
assert.equal(columns[2]!["columns"]!.length, 10);
assert.deepEqual(columns[2]!["columns"]![0], {
editor: "input",
editorParams: {
selectContents: true,
},
field: "Production cost curve (MW) 1",
formatter: floatFormatter,
headerHozAlign: "left",
headerSort: false,
headerWordWrap: true,
hozAlign: "left",
minWidth: 80,
resizable: false,
title: "1",
});
});
test("generateTableData", () => {
const data = generateTableData(
getThermalGenerators(TEST_DATA_1),
ThermalUnitsColumnSpec,
TEST_DATA_1,
);
assert.deepEqual(data[0], {
Name: "g1",
Bus: "b1",
"Initial power (MW)": 115,
"Initial status (h)": 12,
"Minimum downtime (h)": 4,
"Minimum uptime (h)": 4,
"Ramp down limit (MW)": 232.68,
"Ramp up limit (MW)": 232.68,
"Shutdown limit (MW)": 232.68,
"Startup limit (MW)": 232.68,
"Production cost curve ($) 1": 1400,
"Production cost curve ($) 2": 1600,
"Production cost curve ($) 3": 2200,
"Production cost curve ($) 4": 2400,
"Production cost curve ($) 5": "",
"Production cost curve ($) 6": "",
"Production cost curve ($) 7": "",
"Production cost curve ($) 8": "",
"Production cost curve ($) 9": "",
"Production cost curve ($) 10": "",
"Production cost curve (MW) 1": 100,
"Production cost curve (MW) 2": 110,
"Production cost curve (MW) 3": 130,
"Production cost curve (MW) 4": 135,
"Production cost curve (MW) 5": "",
"Production cost curve (MW) 6": "",
"Production cost curve (MW) 7": "",
"Production cost curve (MW) 8": "",
"Production cost curve (MW) 9": "",
"Production cost curve (MW) 10": "",
"Startup costs ($) 1": 300,
"Startup costs ($) 2": 400,
"Startup costs ($) 3": "",
"Startup costs ($) 4": "",
"Startup costs ($) 5": "",
"Startup delays (h) 1": 1,
"Startup delays (h) 2": 4,
"Startup delays (h) 3": "",
"Startup delays (h) 4": "",
"Startup delays (h) 5": "",
"Must run?": false,
});
});
const expectedCsvContents =
"Name,Bus," +
"Production cost curve (MW) 1," +
"Production cost curve (MW) 2," +
"Production cost curve (MW) 3," +
"Production cost curve (MW) 4," +
"Production cost curve (MW) 5," +
"Production cost curve (MW) 6," +
"Production cost curve (MW) 7," +
"Production cost curve (MW) 8," +
"Production cost curve (MW) 9," +
"Production cost curve (MW) 10," +
"Production cost curve ($) 1," +
"Production cost curve ($) 2," +
"Production cost curve ($) 3," +
"Production cost curve ($) 4," +
"Production cost curve ($) 5," +
"Production cost curve ($) 6," +
"Production cost curve ($) 7," +
"Production cost curve ($) 8," +
"Production cost curve ($) 9," +
"Production cost curve ($) 10," +
"Startup costs ($) 1," +
"Startup costs ($) 2," +
"Startup costs ($) 3," +
"Startup costs ($) 4," +
"Startup costs ($) 5," +
"Startup delays (h) 1," +
"Startup delays (h) 2," +
"Startup delays (h) 3," +
"Startup delays (h) 4," +
"Startup delays (h) 5," +
"Minimum uptime (h),Minimum downtime (h),Ramp up limit (MW)," +
"Ramp down limit (MW),Startup limit (MW),Shutdown limit (MW)," +
"Initial status (h),Initial power (MW),Must run?\n" +
"g1,b1,100,110,130,135,,,,,,,1400,1600,2200,2400,,,,,,,300,400,,,,1,4,,,,4,4,232.68,232.68,232.68,232.68,12,115,false";
const invalidCsv =
"Name,Bus," +
"Production cost curve (MW) 1," +
"Production cost curve (MW) 2," +
"Production cost curve (MW) 3," +
"Production cost curve (MW) 4," +
"Production cost curve (MW) 5," +
"Production cost curve (MW) 6," +
"Production cost curve (MW) 7," +
"Production cost curve (MW) 8," +
"Production cost curve (MW) 9," +
"Production cost curve (MW) 10," +
"Production cost curve ($) 1," +
"Production cost curve ($) 2," +
"Production cost curve ($) 3," +
"Production cost curve ($) 4," +
"Production cost curve ($) 5," +
"Production cost curve ($) 6," +
"Production cost curve ($) 7," +
"Production cost curve ($) 8," +
"Production cost curve ($) 9," +
"Production cost curve ($) 10," +
"Startup costs ($) 1," +
"Startup costs ($) 2," +
"Startup costs ($) 3," +
"Startup costs ($) 4," +
"Startup costs ($) 5," +
"Startup delays (h) 1," +
"Startup delays (h) 2," +
"Startup delays (h) 3," +
"Startup delays (h) 4," +
"Startup delays (h) 5," +
"Minimum uptime (h),Minimum downtime (h),Ramp up limit (MW)," +
"Ramp down limit (MW),Startup limit (MW),Shutdown limit (MW)," +
"Initial status (h),Initial power (MW),Must run?\n" +
"g1,b1,100,110,130,x,,,,,,,1400,1600,2200,2400,,,,,,,300,400,,,,1,4,,,,4,4,232.68,232.68,232.68,232.68,12,115,false";
test("generateCSV", () => {
const [data, columns] = generateThermalUnitsData(TEST_DATA_1);
const actualCsvContents = generateCsv(data, columns);
assert.equal(actualCsvContents, expectedCsvContents);
});
test("parseCSV", () => {
const [scenario, err] = parseThermalUnitsCsv(
expectedCsvContents,
TEST_DATA_1,
);
assert(!err);
const thermalGens = getThermalGenerators(scenario);
const profGens = getProfiledGenerators(scenario);
assert.equal(Object.keys(thermalGens).length, 1);
assert.equal(Object.keys(profGens).length, 2);
assert.deepEqual(thermalGens["g1"], {
Bus: "b1",
Type: "Thermal",
"Production cost curve (MW)": [100.0, 110.0, 130.0, 135.0],
"Production cost curve ($)": [1400.0, 1600.0, 2200.0, 2400.0],
"Startup costs ($)": [300.0, 400.0],
"Startup delays (h)": [1, 4],
"Ramp up limit (MW)": 232.68,
"Ramp down limit (MW)": 232.68,
"Startup limit (MW)": 232.68,
"Shutdown limit (MW)": 232.68,
"Minimum downtime (h)": 4,
"Minimum uptime (h)": 4,
"Initial status (h)": 12,
"Initial power (MW)": 115,
"Must run?": false,
});
});
test("parseCSV with invalid number[T]", () => {
const [, err] = parseThermalUnitsCsv(invalidCsv, TEST_DATA_1);
assert(err);
assert.equal(err.message, '"x" is not a valid number (row 1)');
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import DataTable, {
ColumnSpec,
generateCsv,
generateTableColumns,
generateTableData,
parseCsv,
} from "../Common/Forms/DataTable";
import { CaseBuilderSectionProps } from "./CaseBuilder";
import { useRef } from "react";
import FileUploadElement from "../Common/Buttons/FileUploadElement";
import { ValidationError } from "../../core/Data/validate";
import SectionHeader from "../Common/SectionHeader/SectionHeader";
import SectionButton from "../Common/Buttons/SectionButton";
import {
faDownload,
faPlus,
faUpload,
} from "@fortawesome/free-solid-svg-icons";
import { ColumnDefinition } from "tabulator-tables";
import { offerDownload } from "../Common/io";
import {
changeThermalUnitData,
createThermalUnit,
deleteGenerator,
renameGenerator,
} from "../../core/Operations/generatorOps";
import {
getProfiledGenerators,
getThermalGenerators,
UnitCommitmentScenario,
} from "../../core/Data/types";
export const ThermalUnitsColumnSpec: ColumnSpec[] = [
{
title: "Name",
type: "string",
width: 100,
},
{
title: "Bus",
type: "busRef",
width: 100,
},
{
title: "Production cost curve (MW)",
type: "number[N]",
length: 10,
width: 80,
},
{
title: "Production cost curve ($)",
type: "number[N]",
length: 10,
width: 80,
},
{
title: "Startup costs ($)",
type: "number[N]",
length: 5,
width: 75,
},
{
title: "Startup delays (h)",
type: "number[N]",
length: 5,
width: 60,
},
{
title: "Minimum uptime (h)",
type: "number",
width: 80,
},
{
title: "Minimum downtime (h)",
type: "number",
width: 100,
},
{
title: "Ramp up limit (MW)",
type: "number?",
width: 100,
},
{
title: "Ramp down limit (MW)",
type: "number?",
width: 100,
},
{
title: "Startup limit (MW)",
type: "number?",
width: 80,
},
{
title: "Shutdown limit (MW)",
type: "number?",
width: 100,
},
{
title: "Initial status (h)",
type: "number",
width: 80,
},
{
title: "Initial power (MW)",
type: "number",
width: 100,
},
{
title: "Must run?",
type: "boolean",
width: 80,
},
];
export const generateThermalUnitsData = (
scenario: UnitCommitmentScenario,
): [any[], ColumnDefinition[]] => {
const columns = generateTableColumns(scenario, ThermalUnitsColumnSpec);
const data = generateTableData(
getThermalGenerators(scenario),
ThermalUnitsColumnSpec,
scenario,
);
return [data, columns];
};
export const parseThermalUnitsCsv = (
csvContents: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [thermalGens, err] = parseCsv(
csvContents,
ThermalUnitsColumnSpec,
scenario,
);
if (err) return [scenario, err];
// Process imported generators
for (const gen in thermalGens) {
thermalGens[gen]["Type"] = "Thermal";
}
// Merge with existing data
const profGens = getProfiledGenerators(scenario);
const newScenario = {
...scenario,
Generators: { ...thermalGens, ...profGens },
};
return [newScenario, null];
};
const ThermalUnitsComponent = (props: CaseBuilderSectionProps) => {
const fileUploadElem = useRef<FileUploadElement>(null);
const onDownload = () => {
const [data, columns] = generateThermalUnitsData(props.scenario);
const csvContents = generateCsv(data, columns);
offerDownload(csvContents, "text/csv", "thermal_units.csv");
};
const onUpload = () => {
fileUploadElem.current!.showFilePicker((csv: any) => {
const [newScenario, err] = parseThermalUnitsCsv(csv, props.scenario);
if (err) {
props.onError(err.message);
return;
}
props.onDataChanged(newScenario);
});
};
const onAdd = () => {
const [newScenario, err] = createThermalUnit(props.scenario);
if (err) {
props.onError(err.message);
return;
}
props.onDataChanged(newScenario);
};
const onDelete = (name: string): ValidationError | null => {
const newScenario = deleteGenerator(name, props.scenario);
props.onDataChanged(newScenario);
return null;
};
const onDataChanged = (
name: string,
field: string,
newValue: string,
): ValidationError | null => {
const [newScenario, err] = changeThermalUnitData(
name,
field,
newValue,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
const onRename = (
oldName: string,
newName: string,
): ValidationError | null => {
const [newScenario, err] = renameGenerator(
oldName,
newName,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
return (
<div>
<SectionHeader title="Thermal units">
<SectionButton icon={faPlus} tooltip="Add" onClick={onAdd} />
<SectionButton
icon={faDownload}
tooltip="Download"
onClick={onDownload}
/>
<SectionButton icon={faUpload} tooltip="Upload" onClick={onUpload} />
</SectionHeader>
<DataTable
onRowDeleted={onDelete}
onRowRenamed={onRename}
onDataChanged={onDataChanged}
generateData={() => generateThermalUnitsData(props.scenario)}
/>
<FileUploadElement ref={fileUploadElem} accept=".csv" />
</div>
);
};
export default ThermalUnitsComponent;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import SectionHeader from "../Common/SectionHeader/SectionHeader";
import SectionButton from "../Common/Buttons/SectionButton";
import {
faDownload,
faPlus,
faUpload,
} from "@fortawesome/free-solid-svg-icons";
import DataTable, {
ColumnSpec,
generateCsv,
generateTableColumns,
generateTableData,
parseCsv,
} from "../Common/Forms/DataTable";
import { ColumnDefinition } from "tabulator-tables";
import FileUploadElement from "../Common/Buttons/FileUploadElement";
import { useRef } from "react";
import { ValidationError } from "../../core/Data/validate";
import { CaseBuilderSectionProps } from "./CaseBuilder";
import {
changeTransmissionLineData,
createTransmissionLine,
deleteTransmissionLine,
rebuildContingencies,
renameTransmissionLine,
} from "../../core/Operations/transmissionOps";
import { offerDownload } from "../Common/io";
import { UnitCommitmentScenario } from "../../core/Data/types";
export const TransmissionLinesColumnSpec: ColumnSpec[] = [
{
title: "Name",
type: "string",
width: 100,
},
{
title: "Source bus",
type: "busRef",
width: 100,
},
{
title: "Target bus",
type: "busRef",
width: 100,
},
{
title: "Susceptance (S)",
type: "number",
width: 60,
},
{
title: "Normal flow limit (MW)",
type: "number?",
width: 60,
},
{
title: "Emergency flow limit (MW)",
type: "number?",
width: 60,
},
{
title: "Flow limit penalty ($/MW)",
type: "number",
width: 60,
},
{
title: "Contingency?",
type: "lineContingency",
width: 50,
},
];
const generateTransmissionLinesData = (
scenario: UnitCommitmentScenario,
): [any[], ColumnDefinition[]] => {
const columns = generateTableColumns(scenario, TransmissionLinesColumnSpec);
const data = generateTableData(
scenario["Transmission lines"],
TransmissionLinesColumnSpec,
scenario,
);
return [data, columns];
};
const TransmissionLinesComponent = (props: CaseBuilderSectionProps) => {
const fileUploadElem = useRef<FileUploadElement>(null);
const onDownload = () => {
const [data, columns] = generateTransmissionLinesData(props.scenario);
const csvContents = generateCsv(data, columns);
offerDownload(csvContents, "text/csv", "transmission.csv");
};
const onUpload = () => {
fileUploadElem.current!.showFilePicker((csv: any) => {
// Parse the CSV data
const [newLines, err] = parseCsv(
csv,
TransmissionLinesColumnSpec,
props.scenario,
);
if (err) {
props.onError(err.message);
return;
}
// Remove contingency field from line and rebuild the contingencies section
const lineContingencies = new Set<String>();
Object.entries(newLines).forEach(([lineName, line]: [string, any]) => {
if (line["Contingency?"]) lineContingencies.add(lineName);
delete line["Contingency?"];
});
const contingencies = rebuildContingencies(lineContingencies);
const newScenario = {
...props.scenario,
"Transmission lines": newLines,
Contingencies: contingencies,
};
props.onDataChanged(newScenario);
});
};
const onAdd = () => {
const [newScenario, err] = createTransmissionLine(props.scenario);
if (err) {
props.onError(err.message);
return;
}
props.onDataChanged(newScenario);
};
const onDelete = (name: string): ValidationError | null => {
const newScenario = deleteTransmissionLine(name, props.scenario);
props.onDataChanged(newScenario);
return null;
};
const onDataChanged = (
name: string,
field: string,
newValue: string,
): ValidationError | null => {
const [newScenario, err] = changeTransmissionLineData(
name,
field,
newValue,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
const onRename = (
oldName: string,
newName: string,
): ValidationError | null => {
const [newScenario, err] = renameTransmissionLine(
oldName,
newName,
props.scenario,
);
if (err) {
props.onError(err.message);
return err;
}
props.onDataChanged(newScenario);
return null;
};
return (
<div>
<SectionHeader title="Transmission lines">
<SectionButton icon={faPlus} tooltip="Add" onClick={onAdd} />
<SectionButton
icon={faDownload}
tooltip="Download"
onClick={onDownload}
/>
<SectionButton icon={faUpload} tooltip="Upload" onClick={onUpload} />
</SectionHeader>
<DataTable
onRowDeleted={onDelete}
onRowRenamed={onRename}
onDataChanged={onDataChanged}
generateData={() => generateTransmissionLinesData(props.scenario)}
/>
<FileUploadElement ref={fileUploadElem} accept=".csv" />
</div>
);
};
export default TransmissionLinesComponent;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import pako from "pako";
import React, { Component } from "react";
class FileUploadElement extends Component<any> {
private inputRef = React.createRef<HTMLInputElement>();
private callback: (data: any) => void = () => {};
showFilePicker = (callback: (data: any) => void) => {
this.callback = callback;
this.inputRef.current?.click();
};
onFileSelected = (event: React.ChangeEvent<HTMLInputElement>) => {
const file = event.target.files![0]!;
let isCompressed = file.name.endsWith(".gz");
if (file) {
const reader = new FileReader();
reader.onload = async (e) => {
let content = e.target?.result;
if (isCompressed) {
const compressed = new Uint8Array(content as ArrayBuffer);
const decompressed = pako.inflate(compressed);
content = new TextDecoder().decode(decompressed);
}
this.callback(content as string);
this.callback = () => {};
};
if (isCompressed) {
reader.readAsArrayBuffer(file);
} else {
reader.readAsText(file);
}
}
event.target.value = "";
};
override render() {
return (
<input
ref={this.inputRef}
type="file"
accept={this.props.accept}
style={{ display: "none" }}
onChange={this.onFileSelected}
/>
);
}
}
export default FileUploadElement;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
.tooltip {
visibility: hidden;
background-color: var(--contrast-80);
color: var(--contrast-10);
opacity: 0;
width: 250px;
margin-top: 36px;
margin-left: -250px;
position: absolute;
z-index: 100;
font-size: 14px;
border-radius: var(--border-radius);
box-shadow: var(--box-shadow);
line-height: 20px;
transition: opacity 0.5s;
font-weight: normal;
text-align: left;
padding: 6px 12px;
}
.icon {
color: var(--contrast-60);
font-size: 16px;
padding: 8px 8px 8px 0;
}
.HelpButton {
border: 0;
background-color: transparent;
cursor: pointer;
}
.HelpButton:hover .tooltip {
visibility: visible;
opacity: 100%;
transition: opacity 0.5s;
}

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import styles from "./HelpButton.module.css";
import { FontAwesomeIcon } from "@fortawesome/react-fontawesome";
import { faCircleQuestion } from "@fortawesome/free-regular-svg-icons";
function HelpButton({ text }: { text: String }) {
return (
<button className={styles.HelpButton}>
<span className={styles.tooltip}>{text}</span>
<span className={styles.icon}>
<FontAwesomeIcon icon={faCircleQuestion} />
</span>
</button>
);
}
export default HelpButton;

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@@ -0,0 +1,26 @@
/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
.SectionButton {
height: 48px;
width: 48px;
font-size: 16px;
border: 0;
background-color: transparent;
margin: 8px 0 8px 0px;
cursor: pointer;
color: var(--contrast-60);
}
.SectionButton:hover {
color: var(--contrast-100);
background-color: var(--contrast-20);
border-radius: var(--border-radius);
}
.SectionButton:active {
background-color: var(--contrast-60);
}

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { IconDefinition } from "@fortawesome/fontawesome-svg-core";
import { FontAwesomeIcon } from "@fortawesome/react-fontawesome";
import styles from "./SectionButton.module.css";
interface SectionButtonProps {
icon: IconDefinition;
tooltip: string;
onClick?: () => void;
}
function SectionButton(props: SectionButtonProps) {
return (
<button
className={styles.SectionButton}
title={props.tooltip}
onClick={props.onClick}
>
<FontAwesomeIcon icon={props.icon} />
</button>
);
}
export default SectionButton;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
.SiteHeaderButton {
padding: 6px 24px;
margin: 0 0 0 8px;
line-height: 24px;
border: var(--box-border);
box-shadow: var(--box-shadow);
border-radius: var(--border-radius);
cursor: pointer;
text-transform: uppercase;
font-weight: bold;
font-size: 12px;
}
.light {
color: var(--contrast-80);
background: linear-gradient(var(--contrast-0) 25%, var(--contrast-10) 100%);
}
.light:hover {
background: rgb(245, 245, 245);
}
.light:active {
background: rgba(220, 220, 220);
}
.primary {
color: white;
background: linear-gradient(var(--primary) 25%, color-mix(in hsl, #000, var(--primary) 90%) 100%);
}
.primary:hover {
background: color-mix(in hsl, #fff, var(--primary) 90%);
}
.primary:active {
background: color-mix(in hsl, #000, var(--primary) 90%);
}

View File

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import styles from "./SiteHeaderButton.module.css";
function SiteHeaderButton({
title,
onClick,
variant = "light",
}: {
title: string;
onClick?: () => void;
variant?: "light" | "primary";
}) {
const variantClass = variant === "primary" ? styles.primary : styles.light;
return (
<button
className={`${styles.SiteHeaderButton} ${variantClass}`}
onClick={onClick}
>
{title}
</button>
);
}
export default SiteHeaderButton;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
.Footer {
background-color: #333;
text-align: center;
color: #aaa;
font-size: 14px;
padding: 16px;
line-height: 24px;
}

View File

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import styles from "./Footer.module.css";
function Footer() {
return (
<div className={styles.Footer}>
UnitCommitment.jl: Optimization Package for Security-Constrained Unit
Commitment <br />
Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
</div>
);
}
export default Footer;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { useEffect, useRef, useState } from "react";
import {
CellComponent,
ColumnDefinition,
TabulatorFull as Tabulator,
} from "tabulator-tables";
import { ValidationError } from "../../../core/Data/validate";
import Papa from "papaparse";
import {
parseBool,
parseNullableNumber,
parseNumber,
} from "../../../core/Operations/commonOps";
import { UnitCommitmentScenario } from "../../../core/Data/types";
import { getContingencyTransmissionLines } from "../../../core/Operations/transmissionOps";
export interface ColumnSpec {
title: string;
type:
| "string"
| "number"
| "number?"
| "number[N]"
| "number[T]"
| "busRef"
| "boolean"
| "lineContingency";
length?: number;
width: number;
}
export const generateTableColumns = (
scenario: UnitCommitmentScenario,
colSpecs: ColumnSpec[],
) => {
const timeSlots = generateTimeslots(scenario);
const columns: ColumnDefinition[] = [];
colSpecs.forEach((spec) => {
const subColumns: ColumnDefinition[] = [];
switch (spec.type) {
case "string":
case "busRef":
columns.push({
...columnsCommonAttrs,
title: spec.title,
field: spec.title,
minWidth: spec.width,
});
break;
case "boolean":
case "lineContingency":
columns.push({
...columnsCommonAttrs,
title: spec.title,
field: spec.title,
minWidth: spec.width,
editor: "list",
editorParams: {
values: [true, false],
},
});
break;
case "number":
case "number?":
columns.push({
...columnsCommonAttrs,
title: spec.title,
field: spec.title,
minWidth: spec.width,
formatter: floatFormatter,
});
break;
case "number[T]":
timeSlots.forEach((t) => {
subColumns.push({
...columnsCommonAttrs,
title: `${t}`,
field: `${spec.title} ${t}`,
minWidth: spec.width,
formatter: floatFormatter,
});
});
columns.push({
title: spec.title,
columns: subColumns,
});
break;
case "number[N]":
for (let i = 1; i <= spec.length!; i++) {
subColumns.push({
...columnsCommonAttrs,
title: `${i}`,
field: `${spec.title} ${i}`,
minWidth: spec.width,
formatter: floatFormatter,
});
}
columns.push({
title: spec.title,
columns: subColumns,
});
break;
default:
throw Error(`Unknown type: ${spec.type}`);
}
});
return columns;
};
export const generateTableData = (
container: any,
colSpecs: ColumnSpec[],
scenario: UnitCommitmentScenario,
): any[] => {
const data: any[] = [];
const timeslots = generateTimeslots(scenario);
let contingencyLines = null;
for (const [entryName, entryData] of Object.entries(container) as [
string,
any,
]) {
const entry: any = {};
for (const spec of colSpecs) {
if (spec.title === "Name") {
entry["Name"] = entryName;
continue;
}
switch (spec.type) {
case "string":
case "number":
case "number?":
case "boolean":
case "busRef":
entry[spec.title] = entryData[spec.title];
break;
case "lineContingency":
if (contingencyLines === null) {
contingencyLines = getContingencyTransmissionLines(scenario);
}
entry[spec.title] = contingencyLines.has(entryName);
break;
case "number[T]":
for (let i = 0; i < timeslots.length; i++) {
entry[`${spec.title} ${timeslots[i]}`] = entryData[spec.title][i];
}
break;
case "number[N]":
for (let i = 0; i < spec.length!; i++) {
let v = entryData[spec.title][i];
if (v === undefined || v === null) v = "";
entry[`${spec.title} ${i + 1}`] = v;
}
break;
default:
throw Error(`Unknown type: ${spec.type}`);
}
}
data.push(entry);
}
return data;
};
export const generateCsv = (data: any[], columns: ColumnDefinition[]) => {
const header: string[] = [];
const body: string[][] = data.map(() => []);
columns.forEach((column) => {
if (column.columns) {
column.columns.forEach((subcolumn) => {
header.push(subcolumn.field!);
for (let i = 0; i < data.length; i++) {
body[i]!.push(data[i]![subcolumn["field"]!]);
}
});
} else {
header.push(column.field!);
for (let i = 0; i < data.length; i++) {
body[i]!.push(data[i]![column["field"]!]);
}
}
});
const csvHeader = header.join(",");
const csvBody = body.map((row) => row.join(",")).join("\n");
return `${csvHeader}\n${csvBody}`;
};
export const parseCsv = (
csvContents: string,
colSpecs: ColumnSpec[],
scenario: UnitCommitmentScenario,
): [any, ValidationError | null] => {
// Parse contents
const csv = Papa.parse(csvContents, {
header: true,
skipEmptyLines: true,
transformHeader: (header) => header.trim(),
transform: (value) => value.trim(),
});
// Check for parsing errors
if (csv.errors.length > 0) {
console.error(csv.errors);
return [null, { message: "Could not parse CSV file" }];
}
// Check CSV headers
const columns = generateTableColumns(scenario, colSpecs);
const expectedHeader: string[] = [];
columns.forEach((column) => {
if (column.columns) {
column.columns.forEach((subcolumn) => {
expectedHeader.push(subcolumn.field!);
});
} else {
expectedHeader.push(column.field!);
}
});
const actualHeader = csv.meta.fields!;
for (let i = 0; i < expectedHeader.length; i++) {
if (expectedHeader[i] !== actualHeader[i]) {
return [
null,
{
message: `Invalid CSV: Header mismatch at column ${i + 1}.
Expected "${expectedHeader[i]}", found "${actualHeader[i]}"`,
},
];
}
}
// Parse each row
const timeslots = generateTimeslots(scenario);
const data: { [key: string]: any } = {};
for (let i = 0; i < csv.data.length; i++) {
const row = csv.data[i] as { [key: string]: any };
const rowRef = ` (row ${i + 1})`;
const name = row["Name"] as string;
if (name in data) {
return [null, { message: `Name "${name}" is duplicated` + rowRef }];
}
data[name] = {};
for (const spec of colSpecs) {
if (spec.title === "Name") continue;
switch (spec.type) {
case "string":
data[name][spec.title] = row[spec.title];
break;
case "number": {
const [val, err] = parseNumber(row[spec.title]);
if (err) return [null, { message: err.message + rowRef }];
data[name][spec.title] = val;
break;
}
case "number?": {
const [val, err] = parseNullableNumber(row[spec.title]);
if (err) return [null, { message: err.message + rowRef }];
data[name][spec.title] = val;
break;
}
case "busRef":
const busName = row[spec.title];
if (!(busName in scenario.Buses)) {
return [
null,
{ message: `Bus "${busName}" does not exist` + rowRef },
];
}
data[name][spec.title] = row[spec.title];
break;
case "number[T]": {
data[name][spec.title] = Array(timeslots.length);
for (let i = 0; i < timeslots.length; i++) {
const [vf, err] = parseNumber(row[`${spec.title} ${timeslots[i]}`]);
if (err) return [data, { message: err.message + rowRef }];
data[name][spec.title][i] = vf;
}
break;
}
case "number[N]": {
data[name][spec.title] = Array(spec.length).fill(0);
for (let i = 0; i < spec.length!; i++) {
let v = row[`${spec.title} ${i + 1}`];
if (v.trim() === "") {
data[name][spec.title].splice(i, spec.length! - i);
break;
} else {
const [vf, err] = parseNumber(row[`${spec.title} ${i + 1}`]);
if (err) return [data, { message: err.message + rowRef }];
data[name][spec.title][i] = vf;
}
}
break;
}
case "boolean":
case "lineContingency":
const [val, err] = parseBool(row[spec.title]);
if (err) return [data, { message: err.message + rowRef }];
data[name][spec.title] = val;
break;
default:
throw Error(`Unknown type: ${spec.type}`);
}
}
}
return [data, null];
};
export const floatFormatter = (cell: CellComponent) => {
const v = cell.getValue();
if (v === "" || v === null) {
return "&mdash;";
} else {
return parseFloat(cell.getValue()).toLocaleString("en-US", {
minimumFractionDigits: 1,
maximumFractionDigits: 1,
});
}
};
export const generateTimeslots = (scenario: UnitCommitmentScenario) => {
const timeHorizonHours = scenario["Parameters"]["Time horizon (h)"];
const timeStepMin = scenario["Parameters"]["Time step (min)"];
const timeslots: string[] = [];
for (
let m = 0, offset = 0;
m < timeHorizonHours * 60;
m += timeStepMin, offset += 1
) {
const hours = Math.floor(m / 60);
const mins = m % 60;
const formattedTime = `${String(hours).padStart(2, "0")}:${String(mins).padStart(2, "0")}`;
timeslots.push(formattedTime);
}
return timeslots;
};
export const columnsCommonAttrs: ColumnDefinition = {
headerHozAlign: "left",
hozAlign: "left",
title: "",
editor: "input",
editorParams: {
selectContents: true,
},
headerWordWrap: true,
formatter: "plaintext",
headerSort: false,
resizable: false,
};
interface DataTableProps {
onRowDeleted: (rowName: string) => ValidationError | null;
onRowRenamed: (
oldRowName: string,
newRowName: string,
) => ValidationError | null;
onDataChanged: (
rowName: string,
key: string,
newValue: string,
) => ValidationError | null;
generateData: () => [any[], ColumnDefinition[]];
}
function computeTableHeight(data: any[]): string {
const numRows = data.length;
const height = 70 + Math.max(Math.min(numRows, 15), 1) * 28;
return `${height}px`;
}
const DataTable = (props: DataTableProps) => {
const tableContainerRef = useRef<HTMLDivElement | null>(null);
const tableRef = useRef<Tabulator | null>(null);
const [isTableBuilt, setTableBuilt] = useState<Boolean>(false);
const [activeCell, setActiveCell] = useState<CellComponent | null>(null);
const [currentTableData, setCurrentTableData] = useState<any[]>([]);
useEffect(() => {
const onCellEdited = (cell: CellComponent) => {
let newValue = `${cell.getValue()}`;
let oldValue = `${cell.getOldValue()}`;
if (newValue === oldValue) return;
if (cell.getField() === "Name") {
if (newValue === "") {
const err = props.onRowDeleted(oldValue);
if (err) {
cell.restoreOldValue();
} else {
cell
.getRow()
.delete()
.then((r) => {});
}
} else {
const err = props.onRowRenamed(oldValue, newValue);
if (err) {
cell.restoreOldValue();
}
}
} else {
const row = cell.getRow().getData();
const bus = row["Name"];
const err = props.onDataChanged(bus, cell.getField(), newValue);
if (err) {
cell.restoreOldValue();
}
}
};
if (tableContainerRef.current === null) return;
const [data, columns] = props.generateData();
const height = computeTableHeight(data);
if (tableRef.current === null) {
tableRef.current = new Tabulator(tableContainerRef.current, {
layout: "fitColumns",
data: data,
columns: columns,
height: height,
index: "Name",
placeholder: "No data",
});
tableRef.current.on("tableBuilt", () => {
setTableBuilt(true);
});
}
if (isTableBuilt) {
const newHeight = height;
const newColumns = columns;
const newTableData = data;
const oldRows = tableRef.current.getRows();
const activeRowPosition = activeCell?.getRow().getPosition() as number;
const activeField = activeCell?.getField();
// Update data
if (newTableData.length === currentTableData.length) {
const updatedRows = newTableData.filter((_, i) => {
return (
JSON.stringify(newTableData[i]) !==
JSON.stringify(currentTableData[i])
);
});
if (updatedRows.length > 0) {
tableRef.current
.updateData(updatedRows)
.then(() => {})
.catch((e) => {
// WORKAROUND: Updating the same row twice triggers an exception.
// In that case, we just update the whole table.
console.log(e);
tableRef.current!!.replaceData(newTableData).then(() => {});
});
}
} else {
tableRef.current.replaceData(newTableData).then(() => {});
}
setCurrentTableData(newTableData);
// Restore active cell selection
if (activeCell) {
tableRef.current
?.getRowFromPosition(activeRowPosition!!)
?.getCell(activeField!!)
?.edit();
}
// Update columns
let newColCount = 0;
newColumns.forEach((col) => {
if (col.columns) newColCount += col.columns.length;
else newColCount += 1;
});
if (newColCount !== tableRef.current.getColumns().length) {
tableRef.current.setColumns(newColumns);
const rows = tableRef.current!.getRows()!;
const firstRow = rows[0];
if (firstRow) firstRow.scrollTo().then((r) => {});
}
// Update height
if (tableRef.current.options.height !== newHeight) {
tableRef.current.setHeight(newHeight);
}
// Scroll to bottom
if (tableRef.current.getRows().length === oldRows.length + 1) {
setTimeout(() => {
const rows = tableRef.current!.getRows()!;
const lastRow = rows[rows.length - 1]!;
lastRow.scrollTo().then((r) => {});
lastRow.getCell("Name").edit();
}, 10);
}
// Remove old callbacks
tableRef.current.off("cellEdited");
tableRef.current.off("cellEditing");
tableRef.current.off("cellEditCancelled");
// Set new callbacks
tableRef.current.on("cellEditing", (cell) => {
setActiveCell(cell);
});
tableRef.current.on("cellEditCancelled", (cell) => {
setActiveCell(null);
});
tableRef.current.on("cellEdited", (cell) => {
setActiveCell(null);
onCellEdited(cell);
});
}
}, [props, isTableBuilt]);
return (
<div className="tableWrapper">
<div ref={tableContainerRef} />
</div>
);
};
export default DataTable;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
.FormWrapper {
margin: 0 auto;
max-width: var(--site-max-width);
}
.Form {
background-color: var(--contrast-0);
border: var(--box-border);
border-radius: var(--border-radius);
box-shadow: var(--box-shadow);
min-height: 48px;
margin: 0 12px;
min-width: var(--site-min-width);
max-height: 500px;
padding: 12px;
}
.FormRow {
display: flex;
line-height: 24px;
}
.FormRow label {
width: 350px;
padding: 6px 12px;
text-align: right;
}
.FormRow input {
flex: 1;
font-family: monospace;
border: var(--box-border);
border-radius: var(--border-radius);
padding: 4px;
margin: 2px 3px;
}
.FormRow_unit {
color: rgba(0, 0, 0, 0.4);
}

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { ReactNode } from "react";
import styles from "./Form.module.css";
function Form({ children }: { children: ReactNode }) {
return (
<div className={styles.FormWrapper}>
<div className={styles.Form}>{children}</div>
</div>
);
}
export default Form;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
.tableWrapper {
margin: 0 auto;
max-width: var(--site-max-width);
}
.tabulator {
background-color: var(--contrast-0);
border: var(--box-border) !important;
border-radius: var(--border-radius);
box-shadow: var(--box-shadow);
min-height: 48px;
min-width: var(--site-min-width);
padding: 0;
margin: 0 12px;
}
.tabulator .tabulator-header {
border-bottom: 1px solid #ccc;
font-size: 13px;
font-weight: bold;
color: var(--contrast-100);
line-height: 18px;
}
.tabulator .tabulator-header .subtitle {
color: var(--contrast-80);
font-weight: normal;
}
.tabulator .tabulator-header .tabulator-col {
border-right: 1px solid rgba(0, 0, 0, 0.1) !important;
vertical-align: middle !important;
}
.tabulator .tabulator-header .tabulator-col .tabulator-col-content {
text-align: left;
padding: 0 8px;
line-height: 24px;
}
.tabulator .tabulator-header .tabulator-col:last-child {
border-right: 1px solid rgba(0, 0, 0, 0.1) !important;
}
.tabulator-row .tabulator-cell {
font-family: monospace;
font-size: 12px;
line-height: 28px;
height: 28px;
text-align: right;
vertical-align: middle !important;
border-right: 1px solid rgba(0, 0, 0, 0.1) !important;
border-bottom: 1px solid rgba(0, 0, 0, 0.1) !important;
padding: 0 8px;
}
.tabulator-row-even {
background-color: rgba(0, 0, 0, 0.03) !important;
}
.tabulator-row-odd {
background-color: rgba(0, 0, 0, 0) !important;
}
.tabulator-row .tabulator-cell.tabulator-editing {
border: 0;
padding: 0 4px;
background-color: #cee;
}
.tabulator-row .tabulator-cell.tabulator-editing input {
font-family: monospace;
text-align: left;
font-size: 12px;
}
.tabulator-col-group-cols {
font-size: 12px;
}
.tabulator-placeholder {
width: 100px !important;
}
.tabulator-placeholder * {
font-weight: normal !important;
font-size: 14px !important;
color: var(--contrast-60) !important;
}

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import formStyles from "./Form.module.css";
import HelpButton from "../Buttons/HelpButton";
import React, { useEffect, useRef, useState } from "react";
import { ValidationError } from "../../../core/Data/validate";
interface TextInputRowProps {
label: string;
unit: string;
tooltip: string;
initialValue: string;
onChange: (newValue: string) => ValidationError | null;
}
function TextInputRow(props: TextInputRowProps) {
const [savedValue, setSavedValue] = useState(props.initialValue);
const inputRef = useRef<HTMLInputElement>(null);
useEffect(() => {
if (inputRef.current) {
inputRef.current.value = props.initialValue;
}
setSavedValue(props.initialValue);
}, [props.initialValue]);
const onBlur = (event: React.FocusEvent<HTMLInputElement>) => {
const newValue = event.target.value;
if (newValue === savedValue) return;
const err = props.onChange(newValue);
if (err) {
inputRef.current!.value = savedValue;
return;
}
};
return (
<div className={formStyles.FormRow}>
<label>
{props.label}
<span className={formStyles.FormRow_unit}> ({props.unit})</span>
</label>
<input
ref={inputRef}
type="text"
defaultValue={savedValue}
onBlur={onBlur}
/>
<HelpButton text={props.tooltip} />
</div>
);
}
export default TextInputRow;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
.Toast {
width: 600px;
border-radius: var(--border-radius);
box-shadow: 4px 4px 16px -2px rgba(0, 0, 0, 0.5);
margin: 0 auto;
background-color: #424242;
color: white;
padding: 0 16px;
position: fixed;
top: 48px;
left: 50%;
transform: translate(-50%, 0);
transition: opacity 0.5s ease;
cursor: default;
font-size: 15px;
line-height: 48px;
}

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import styles from "./Toast.module.css";
import { useEffect, useState } from "react";
interface ToastProps {
message: string;
}
const Toast = (props: ToastProps) => {
const [isVisible, setVisible] = useState(true);
useEffect(() => {
if (props.message.length === 0) return;
setVisible(true);
const timer = setTimeout(() => {
setVisible(false);
}, 5000);
return () => clearTimeout(timer);
}, [props.message]);
return (
<div>
<div className={styles.Toast} style={{ opacity: isVisible ? 1 : 0 }}>
{props.message}
</div>
</div>
);
};
export default Toast;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
.HeaderBox {
background-color: var(--contrast-0);
border-bottom: var(--box-border);
box-shadow: var(--box-shadow);
padding: 0;
margin: 0;
}
.HeaderContent {
margin: 0 auto;
max-width: var(--site-max-width);
min-width: var(--site-min-width);
}
.HeaderContent h1,
h2 {
color: var(--contrast-100);
display: inline-block;
line-height: 48px;
font-size: 28px;
margin: 0;
padding: 12px 24px;
}
.HeaderContent h2 {
display: inline-block;
font-size: 22px;
color: var(--contrast-80);
font-weight: normal;
}
.buttonContainer {
float: right;
padding: 16px 12px;
}

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
.SectionHeader {
max-width: var(--site-max-width);
min-width: var(--site-min-width);
margin: 0 auto;
color: var(--contrast-100);
}
.SectionHeader h1 {
margin: 0;
padding: 0 24px;
font-size: 16px;
line-height: 64px;
}
.SectionButtonsContainer {
float: right;
height: 64px;
margin-right: 12px;
}

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import styles from "./SectionHeader.module.css";
import { ReactNode } from "react";
interface SectionHeaderProps {
title: string;
children?: ReactNode;
}
function SectionHeader({ title, children }: SectionHeaderProps) {
return (
<div className={styles.SectionHeader}>
<div className={styles.SectionButtonsContainer}>{children}</div>
<h1>{title}</h1>
</div>
);
}
export default SectionHeader;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
export function offerDownload(data: string, type: string, filename: string) {
const dataBlob = new Blob([data], { type: type });
const url = URL.createObjectURL(dataBlob);
const link = document.createElement("a");
link.href = url;
link.download = filename;
document.body.appendChild(link);
link.click();
document.body.removeChild(link);
URL.revokeObjectURL(url);
}

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import styles from "../Common/Header.module.css";
function Header() {
return (
<div className={styles.HeaderBox}>
<div className={styles.HeaderContent}>
<h1>UnitCommitment.jl</h1>
<h2>Solver</h2>
</div>
</div>
);
}
export default Header;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
.SolverLog {
white-space: preserve;
font-family: monospace;
padding: 12px;
background-color: var(--contrast-0);
color: var(--contrast-100);
border: var(--box-border);
border-radius: var(--border-radius);
box-shadow: var(--box-shadow);
height: 40em;
overflow: auto;
scrollbar-width: none;
}

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { useParams } from "react-router";
import { useEffect, useRef, useState } from "react";
import Header from "./Header";
import Footer from "../Common/Footer";
import SectionHeader from "../Common/SectionHeader/SectionHeader";
import styles from "./Jobs.module.css";
import formStyles from "../Common/Forms/Form.module.css";
interface JobData {
log: string;
solution: any;
position: number;
}
const Jobs = () => {
const { jobId } = useParams();
const [jobData, setJobData] = useState<JobData | null>(null);
const logRef = useRef<HTMLDivElement>(null);
const previousLogRef = useRef<string>("");
const intervalRef = useRef<NodeJS.Timeout | null>(null);
useEffect(() => {
const fetchJobData = async () => {
const backendUrl = process.env.REACT_APP_BACKEND_URL;
const response = await fetch(`${backendUrl}/jobs/${jobId}/view`);
if (!response.ok) {
console.error(response);
return;
}
const data = await response.json();
if (data.solution) {
// Stop polling if solution exists
if (intervalRef.current) {
clearInterval(intervalRef.current);
intervalRef.current = null;
}
// Parse solution
data.solution = JSON.parse(data.solution);
}
// Update data
setJobData(data);
console.log(data);
};
// Fetch immediately
fetchJobData();
// Set up polling every second
intervalRef.current = setInterval(fetchJobData, 1000);
// Cleanup interval on unmount
return () => {
if (intervalRef.current) {
clearInterval(intervalRef.current);
}
};
}, [jobId]);
// Auto-scroll to the bottom when log content changes
useEffect(() => {
if (jobData?.log && jobData.log !== previousLogRef.current) {
previousLogRef.current = jobData.log;
if (logRef.current) {
logRef.current.scrollTop = logRef.current.scrollHeight;
}
}
}, [jobData?.log]);
return (
<div>
<Header />
<div className="content">
<SectionHeader title="Optimization log"></SectionHeader>
<div className={formStyles.FormWrapper}>
<div className={styles.SolverLog} ref={logRef}>
{jobData
? jobData.log || `Waiting for ${jobData.position} other optimization job(s) to finish...`
: "Loading..."}
</div>
</div>
</div>
<Footer />
</div>
);
};
export default Jobs;

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { UnitCommitmentScenario } from "./types";
export const TEST_DATA_1: UnitCommitmentScenario = {
Parameters: {
Version: "0.4",
"Power balance penalty ($/MW)": 1000.0,
"Time horizon (h)": 5,
"Time step (min)": 60,
},
Buses: {
b1: { "Load (MW)": [35.79534, 34.38835, 33.45083, 32.89729, 33.25044] },
b2: { "Load (MW)": [14.03739, 13.48563, 13.11797, 12.9009, 13.03939] },
b3: { "Load (MW)": [27.3729, 26.29698, 25.58005, 25.15675, 25.4268] },
},
Generators: {
g1: {
Bus: "b1",
Type: "Thermal",
"Production cost curve (MW)": [100.0, 110.0, 130.0, 135.0],
"Production cost curve ($)": [1400.0, 1600.0, 2200.0, 2400.0],
"Startup costs ($)": [300.0, 400.0],
"Startup delays (h)": [1, 4],
"Ramp up limit (MW)": 232.68,
"Ramp down limit (MW)": 232.68,
"Startup limit (MW)": 232.68,
"Shutdown limit (MW)": 232.68,
"Minimum downtime (h)": 4,
"Minimum uptime (h)": 4,
"Initial status (h)": 12,
"Initial power (MW)": 115,
"Must run?": false,
},
pu1: {
Bus: "b1",
Type: "Profiled",
"Cost ($/MW)": 12.5,
"Maximum power (MW)": [10, 12, 13, 15, 20],
"Minimum power (MW)": [0, 0, 0, 0, 0],
},
pu2: {
Bus: "b1",
Type: "Profiled",
"Cost ($/MW)": 120,
"Maximum power (MW)": [50, 50, 50, 50, 50],
"Minimum power (MW)": [0, 0, 0, 0, 0],
},
},
"Transmission lines": {
l1: {
"Source bus": "b1",
"Target bus": "b2",
"Susceptance (S)": 29.49686,
"Normal flow limit (MW)": 15000.0,
"Emergency flow limit (MW)": 20000.0,
"Flow limit penalty ($/MW)": 5000.0,
},
},
"Storage units": {
su1: {
Bus: "b1",
"Minimum level (MWh)": 10.0,
"Maximum level (MWh)": 100.0,
"Charge cost ($/MW)": 2.0,
"Discharge cost ($/MW)": 1.0,
"Charge efficiency": 0.8,
"Discharge efficiency": 0.85,
"Loss factor": 0.01,
"Minimum charge rate (MW)": 5.0,
"Maximum charge rate (MW)": 10.0,
"Minimum discharge rate (MW)": 4.0,
"Maximum discharge rate (MW)": 8.0,
"Initial level (MWh)": 20.0,
"Last period minimum level (MWh)": 21.0,
"Last period maximum level (MWh)": 22.0,
},
},
"Price-sensitive loads": {
ps1: {
Bus: "b3",
"Revenue ($/MW)": 23.0,
"Demand (MW)": [50, 50, 50, 50, 50],
},
},
Contingencies: {
l1: {
"Affected generators": [],
"Affected lines": ["l1"],
},
},
};
export const TEST_DATA_2: UnitCommitmentScenario = {
Parameters: {
Version: "0.4",
"Power balance penalty ($/MW)": 1000.0,
"Time horizon (h)": 2,
"Time step (min)": 30,
},
Buses: {
b1: { "Load (MW)": [30, 30, 30, 30] },
b2: { "Load (MW)": [10, 20, 30, 40] },
b3: { "Load (MW)": [0, 30, 0, 40] },
},
Contingencies: {},
Generators: {},
"Transmission lines": {},
"Storage units": {},
"Price-sensitive loads": {},
};
export const TEST_DATA_BLANK: UnitCommitmentScenario = {
Parameters: {
Version: "0.4",
"Power balance penalty ($/MW)": 1000.0,
"Time horizon (h)": 5,
"Time step (min)": 60,
},
Buses: {},
Contingencies: {},
Generators: {},
"Transmission lines": {},
"Storage units": {},
"Price-sensitive loads": {},
};
test("fixtures", () => {});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { UnitCommitmentScenario } from "./types";
export interface Buses {
[busName: string]: { "Load (MW)": number[] };
}
export const BLANK_SCENARIO: UnitCommitmentScenario = {
Parameters: {
Version: "0.4",
"Power balance penalty ($/MW)": 1000.0,
"Time horizon (h)": 24,
"Time step (min)": 60,
},
Buses: {},
Generators: {},
"Transmission lines": {},
"Storage units": {},
"Price-sensitive loads": {},
Contingencies: {},
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import assert from "node:assert";
import fs from "node:fs";
import pako from "pako";
import { migrateToV03, migrateToV04 } from "./migrate";
function readJsonGz(filename: string) {
const compressedData = fs.readFileSync(filename);
const decompressedData = pako.inflate(compressedData, { to: "string" });
return JSON.parse(decompressedData);
}
test("migrateToV03", () => {
const jsonData = readJsonGz("../test/fixtures/ucjl-0.2.json.gz");
migrateToV03(jsonData);
assert.deepEqual(jsonData.Reserves, {
r1: {
"Amount (MW)": 100,
"Shortfall penalty ($/MW)": 1000,
Type: "spinning",
},
});
});
test("migrateToV04", () => {
const jsonData = readJsonGz("../test/fixtures/ucjl-0.3.json.gz");
migrateToV04(jsonData);
assert.equal(jsonData.Generators["g1"].Type, "Thermal");
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { ValidationError } from "./validate";
export const migrate = (json: any): ValidationError | null => {
const version = json.Parameters?.Version;
if (!version) {
return {
message:
"The provided input file cannot be loaded because it does not " +
"specify what version of UnitCommitment.jl it was written for.",
};
}
if (!["0.2", "0.3", "0.4"].includes(version)) {
return { message: `Unsupported file version: ${version}` };
}
if (version < "0.3") migrateToV03(json);
if (version < "0.4") migrateToV04(json);
json.Parameters.Version = "0.4";
return null;
};
export const migrateToV03 = (json: any): void => {
if (json.Reserves && json.Reserves["Spinning (MW)"] != null) {
const amount = json.Reserves["Spinning (MW)"];
json.Reserves = {
r1: {
Type: "spinning",
"Amount (MW)": amount,
},
};
if (json.Generators) {
for (const genName in json.Generators) {
const gen = json.Generators[genName];
if (gen["Provides spinning reserves?"] === true) {
gen["Reserve eligibility"] = ["r1"];
}
}
}
}
};
export const migrateToV04 = (json: any): void => {
if (json.Generators) {
for (const genName in json.Generators) {
const gen = json.Generators[genName];
if (gen.Type == null) {
gen.Type = "Thermal";
}
}
}
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
export const schema = {
$schema: "http://json-schema.org/draft-07/schema#",
title: "Schema for Unit Commitment Input File",
definitions: {
Parameters: {
type: "object",
properties: {
Version: {
type: "string",
const: "0.4",
description: "Version of UnitCommitment.jl",
},
"Time horizon (min)": {
type: "number",
exclusiveMinimum: 0,
description: "Length of the planning horizon in minutes",
},
"Time horizon (h)": {
type: "number",
exclusiveMinimum: 0,
description: "Length of the planning horizon in hours",
},
"Time step (min)": {
type: "number",
default: 60,
enum: [60, 30, 20, 15, 12, 10, 6, 5, 4, 3, 2, 1],
description: "Must be a divisor of 60",
},
"Power balance penalty ($/MW)": {
type: "number",
default: 1000.0,
minimum: 0,
description: "Penalty for system-wide shortage or surplus",
},
"Scenario name": {
type: "string",
default: "s1",
description: "Name of the scenario",
},
"Scenario weight": {
type: "number",
default: 1.0,
exclusiveMinimum: 0,
description: "Weight of the scenario",
},
},
required: ["Time step (min)", "Power balance penalty ($/MW)"],
oneOf: [
{ required: ["Time horizon (min)"] },
{ required: ["Time horizon (h)"] },
],
not: {
required: ["Time horizon (min)", "Time horizon (h)"],
},
},
Bus: {
type: "object",
additionalProperties: {
type: "object",
properties: {
"Load (MW)": {
oneOf: [
{ type: "null" },
{ type: "number" },
{
type: "array",
items: {
oneOf: [{ type: "number" }, { type: "null" }],
},
},
],
},
},
},
},
TransmissionLines: {
type: "object",
additionalProperties: {
type: "object",
properties: {
"Source bus": {
type: "string",
minLength: 1,
},
"Target bus": {
type: "string",
minLength: 1,
not: {
const: { $data: "1/Source bus" },
},
},
"Susceptance (S)": {
type: "number",
},
"Normal flow limit (MW)": {
type: "number",
minimum: 0,
nullable: true,
default: null,
},
"Emergency flow limit (MW)": {
type: "number",
minimum: 0,
nullable: true,
default: null,
},
"Flow limit penalty ($/MW)": {
type: "number",
minimum: 0,
default: 5000.0,
},
},
required: ["Source bus", "Target bus", "Susceptance (S)"],
},
},
StorageUnits: {
type: "object",
additionalProperties: {
type: "object",
properties: {
Bus: {
type: "string",
minLength: 1,
},
"Minimum level (MWh)": {
type: "number",
},
"Maximum level (MWh)": {
type: "number",
minimum: 0,
},
"Allow simultaneous charging and discharging": {
type: "boolean",
default: true,
},
"Charge cost ($/MW)": {
type: "number",
minimum: 0,
},
"Discharge cost ($/MW)": {
type: "number",
minimum: 0,
},
"Charge efficiency": {
type: "number",
minimum: 0,
maximum: 1,
},
"Discharge efficiency": {
type: "number",
minimum: 0,
maximum: 1,
},
"Loss factor": {
type: "number",
minimum: 0,
},
"Minimum charge rate (MW)": {
type: "number",
minimum: 0,
},
"Maximum charge rate (MW)": {
type: "number",
minimum: 0,
},
"Minimum discharge rate (MW)": {
type: "number",
minimum: 0,
},
"Maximum discharge rate (MW)": {
type: "number",
minimum: 0,
},
"Initial level (MWh)": {
type: "number",
minimum: 0,
},
"Last period minimum level (MWh)": {
type: "number",
minimum: 0,
},
"Last period maximum level (MWh)": {
type: "number",
minimum: 0,
},
},
required: ["Bus"],
},
},
Generators: {
type: "object",
additionalProperties: {
type: "object",
if: {
properties: {
Type: { const: "Thermal" },
},
},
then: {
properties: {
Bus: {
type: "string",
minLength: 1,
},
Type: {
type: "string",
const: "Thermal",
},
"Production cost curve (MW)": {
type: "array",
items: {
type: "number",
minimum: 0,
},
minItems: 1,
},
"Production cost curve ($)": {
type: "array",
items: {
type: "number",
minimum: 0,
},
minItems: 1,
},
"Startup costs ($)": {
type: "array",
items: {
type: "number",
minimum: 0,
},
default: [0.0],
},
"Startup delays (h)": {
type: "array",
items: {
type: "integer",
minimum: 1,
},
default: [1],
},
"Minimum uptime (h)": {
type: "integer",
default: 1,
minimum: 0,
},
"Minimum downtime (h)": {
type: "integer",
default: 1,
minimum: 0,
},
"Ramp up limit (MW)": {
type: "number",
minimum: 0,
nullable: true,
default: null,
},
"Ramp down limit (MW)": {
type: "number",
minimum: 0,
nullable: true,
default: null,
},
"Startup limit (MW)": {
type: "number",
minimum: 0,
nullable: true,
default: null,
},
"Shutdown limit (MW)": {
type: "number",
minimum: 0,
nullable: true,
default: null,
},
"Initial status (h)": {
type: "integer",
default: 1,
not: { const: 0 },
},
"Initial power (MW)": {
type: "number",
minimum: 0,
},
"Must run?": {
type: "boolean",
default: false,
},
},
required: [
"Bus",
"Type",
"Production cost curve (MW)",
"Production cost curve ($)",
"Initial status (h)",
"Initial power (MW)",
],
},
else: {
properties: {
Type: { const: "Profiled" },
Bus: {
type: "string",
minLength: 1,
},
"Maximum power (MW)": {
oneOf: [
{
type: "number",
},
{
type: "array",
items: {
type: "number",
},
},
],
},
"Cost ($/MW)": {
type: "number",
minimum: 0,
},
},
required: ["Type", "Bus", "Maximum power (MW)", "Cost ($/MW)"],
},
},
},
Contingencies: {
type: "object",
additionalProperties: {
type: "object",
properties: {
"Affected lines": {
type: "array",
items: {
type: "string",
},
maxItems: 1,
minItems: 1,
},
},
required: ["Affected lines"],
},
},
},
type: "object",
properties: {
Parameters: {
$ref: "#/definitions/Parameters",
},
Buses: {
$ref: "#/definitions/Bus",
},
"Transmission lines": {
$ref: "#/definitions/TransmissionLines",
},
"Storage units": {
$ref: "#/definitions/StorageUnits",
},
Generators: {
$ref: "#/definitions/Generators",
},
Contingencies: {
$ref: "#/definitions/Contingencies",
},
},
required: ["Parameters"],
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { Buses } from "./fixtures";
export interface Generators {
[name: string]: ProfiledUnit | ThermalUnit;
}
export interface ProfiledUnit {
Bus: string;
Type: "Profiled";
"Minimum power (MW)": number[];
"Maximum power (MW)": number[];
"Cost ($/MW)": number;
}
export interface ThermalUnit {
Bus: string;
Type: "Thermal";
"Production cost curve (MW)": number[];
"Production cost curve ($)": number[];
"Startup costs ($)": number[];
"Startup delays (h)": number[];
"Ramp up limit (MW)": number | null;
"Ramp down limit (MW)": number | null;
"Startup limit (MW)": number | null;
"Shutdown limit (MW)": number | null;
"Minimum downtime (h)": number;
"Minimum uptime (h)": number;
"Initial status (h)": number;
"Initial power (MW)": number;
"Must run?": boolean;
}
export interface TransmissionLine {
"Source bus": string;
"Target bus": string;
"Susceptance (S)": number;
"Normal flow limit (MW)": number | null;
"Emergency flow limit (MW)": number | null;
"Flow limit penalty ($/MW)": number;
}
export interface StorageUnit {
Bus: string;
"Minimum level (MWh)": number;
"Maximum level (MWh)": number;
"Charge cost ($/MW)": number;
"Discharge cost ($/MW)": number;
"Charge efficiency": number;
"Discharge efficiency": number;
"Loss factor": number;
"Minimum charge rate (MW)": number;
"Maximum charge rate (MW)": number;
"Minimum discharge rate (MW)": number;
"Maximum discharge rate (MW)": number;
"Initial level (MWh)": number;
"Last period minimum level (MWh)": number;
"Last period maximum level (MWh)": number;
}
export interface PriceSensitiveLoad {
Bus: string;
"Revenue ($/MW)": number;
"Demand (MW)": number[];
}
export interface Contingency {
"Affected lines": string[];
"Affected generators": string[];
}
export interface UnitCommitmentScenario {
Parameters: {
Version: string;
"Power balance penalty ($/MW)": number;
"Time horizon (h)": number;
"Time step (min)": number;
};
Buses: Buses;
Generators: Generators;
"Transmission lines": {
[name: string]: TransmissionLine;
};
"Storage units": {
[name: string]: StorageUnit;
};
"Price-sensitive loads": {
[name: string]: PriceSensitiveLoad;
};
Contingencies: {
[name: string]: Contingency;
};
}
const getTypedGenerators = <T extends any>(
scenario: UnitCommitmentScenario,
type: string,
): {
[key: string]: T;
} => {
const selected: { [key: string]: T } = {};
for (const [name, gen] of Object.entries(scenario.Generators)) {
if (gen["Type"] === type) selected[name] = gen as T;
}
return selected;
};
export const getProfiledGenerators = (
scenario: UnitCommitmentScenario,
): { [key: string]: ProfiledUnit } =>
getTypedGenerators<ProfiledUnit>(scenario, "Profiled");
export const getThermalGenerators = (
scenario: UnitCommitmentScenario,
): { [key: string]: ThermalUnit } =>
getTypedGenerators<ThermalUnit>(scenario, "Thermal");

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { schema } from "./schema";
import Ajv from "ajv";
// Create Ajv instance with detailed debug options
const ajv = new Ajv({
useDefaults: true,
verbose: true,
allErrors: true,
$data: true,
});
export interface ValidationError {
message: string;
}
export const validate = ajv.compile(schema);

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { changeBusData, createBus, deleteBus, renameBus } from "./busOps";
import assert from "node:assert";
import { TEST_DATA_1 } from "../Data/fixtures.test";
test("createBus", () => {
const newScenario = createBus(TEST_DATA_1);
assert.deepEqual(Object.keys(newScenario.Buses), ["b1", "b2", "b3", "b4"]);
});
test("changeBusData", () => {
let scenario = TEST_DATA_1;
let err = null;
[scenario, err] = changeBusData("b1", "Load (MW) 00:00", "99", scenario);
assert.equal(err, null);
[scenario, err] = changeBusData("b1", "Load (MW) 03:00", "99", scenario);
assert.equal(err, null);
[scenario, err] = changeBusData("b3", "Load (MW) 04:00", "99", scenario);
assert.equal(err, null);
assert.deepEqual(scenario.Buses, {
b1: { "Load (MW)": [99, 34.38835, 33.45083, 99, 33.25044] },
b2: { "Load (MW)": [14.03739, 13.48563, 13.11797, 12.9009, 13.03939] },
b3: { "Load (MW)": [27.3729, 26.29698, 25.58005, 25.15675, 99] },
});
});
test("changeBusData with invalid numbers", () => {
let [, err] = changeBusData("b1", "Load (MW) 00:00", "xx", TEST_DATA_1);
assert(err !== null);
assert.equal(err.message, '"xx" is not a valid number');
});
test("deleteBus", () => {
let scenario = TEST_DATA_1;
scenario = deleteBus("b2", scenario);
assert.deepEqual(scenario.Buses, {
b1: { "Load (MW)": [35.79534, 34.38835, 33.45083, 32.89729, 33.25044] },
b3: { "Load (MW)": [27.3729, 26.29698, 25.58005, 25.15675, 25.4268] },
});
});
test("renameBus", () => {
let [scenario, err] = renameBus("b1", "b99", TEST_DATA_1);
assert(err === null);
assert.deepEqual(scenario.Buses, {
b99: { "Load (MW)": [35.79534, 34.38835, 33.45083, 32.89729, 33.25044] },
b2: { "Load (MW)": [14.03739, 13.48563, 13.11797, 12.9009, 13.03939] },
b3: { "Load (MW)": [27.3729, 26.29698, 25.58005, 25.15675, 25.4268] },
});
assert.deepEqual(scenario.Generators["pu1"], {
Bus: "b99",
Type: "Profiled",
"Cost ($/MW)": 12.5,
"Maximum power (MW)": [10, 12, 13, 15, 20],
"Minimum power (MW)": [0, 0, 0, 0, 0],
});
});
test("renameBus with duplicated name", () => {
let [, err] = renameBus("b3", "b1", TEST_DATA_1);
assert(err != null);
assert.equal(err.message, `b1 already exists`);
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { Buses } from "../Data/fixtures";
import { ValidationError } from "../Data/validate";
import { generateTimeslots } from "../../components/Common/Forms/DataTable";
import {
changeData,
generateUniqueName,
renameItemInObject,
} from "./commonOps";
import { BusesColumnSpec } from "../../components/CaseBuilder/Buses";
import { UnitCommitmentScenario } from "../Data/types";
export const createBus = (scenario: UnitCommitmentScenario) => {
const name = generateUniqueName(scenario.Buses, "b");
const timeslots = generateTimeslots(scenario);
return {
...scenario,
Buses: {
...scenario.Buses,
[name]: {
"Load (MW)": Array(timeslots.length).fill(0),
},
},
};
};
export const changeBusData = (
bus: string,
field: string,
newValueStr: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [newBus, err] = changeData(
field,
newValueStr,
scenario.Buses[bus]!,
BusesColumnSpec,
scenario,
);
if (err) return [scenario, err];
return [
{
...scenario,
Buses: {
...scenario.Buses,
[bus]: newBus,
} as Buses,
},
null,
];
};
export const deleteBus = (bus: string, scenario: UnitCommitmentScenario) => {
const { [bus]: _, ...newBuses } = scenario.Buses;
const newGenerators = { ...scenario.Generators };
// Update generators
for (const genName in scenario.Generators) {
let gen = scenario.Generators[genName]!;
if (gen["Bus"] === bus) delete newGenerators[genName];
}
return { ...scenario, Buses: newBuses, Generators: newGenerators };
};
export const renameBus = (
oldName: string,
newName: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [newBuses, err] = renameItemInObject(oldName, newName, scenario.Buses);
if (err) return [scenario, err];
// Update generators
const newGenerators = { ...scenario.Generators };
for (const genName in scenario.Generators) {
let gen = newGenerators[genName]!;
if (gen["Bus"] === oldName) {
newGenerators[genName] = { ...gen, Bus: newName };
}
}
return [{ ...scenario, Buses: newBuses, Generators: newGenerators }, null];
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { parseBool } from "./commonOps";
import assert from "node:assert";
test("parseBool", () => {
// True values
for (const str of ["true", "TRUE", "1"]) {
let [v, err] = parseBool(str);
assert(!err);
assert.equal(v, true);
}
// False values
for (const str of ["false", "FALSE", "0"]) {
let [v, err] = parseBool(str);
assert(!err);
assert.equal(v, false);
}
// Invalid values
for (const str of ["qwe", ""]) {
let [, err] = parseBool(str);
assert(err);
}
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { ValidationError } from "../Data/validate";
import { ColumnSpec } from "../../components/Common/Forms/DataTable";
import { UnitCommitmentScenario } from "../Data/types";
export const renameItemInObject = <T>(
oldName: string,
newName: string,
container: { [key: string]: T },
): [{ [key: string]: T }, ValidationError | null] => {
if (newName in container) {
return [container, { message: `${newName} already exists` }];
}
const newContainer = Object.keys(container).reduce(
(acc, val) => {
if (val === oldName) {
acc[newName] = container[val]!;
} else {
acc[val] = container[val]!;
}
return acc;
},
{} as { [key: string]: T },
);
return [newContainer, null];
};
export const generateUniqueName = (container: any, prefix: string): string => {
let counter = 1;
let name = `${prefix}${counter}`;
while (name in container) {
counter++;
name = `${prefix}${counter}`;
}
return name;
};
export const parseNumber = (
valueStr: string,
): [number, ValidationError | null] => {
if (valueStr === "") {
return [0, { message: "Field must not be blank" }];
}
const valueFloat = parseFloat(valueStr);
if (isNaN(valueFloat)) {
return [0, { message: `"${valueStr}" is not a valid number` }];
} else {
return [valueFloat, null];
}
};
export const parseNullableNumber = (
valueStr: string,
): [number | null, ValidationError | null] => {
if (valueStr === "") return [null, null];
return parseNumber(valueStr);
};
export const parseBool = (
valueStr: string,
): [boolean, ValidationError | null] => {
if (["true", "1"].includes(valueStr.toLowerCase())) {
return [true, null];
}
if (["false", "0"].includes(valueStr.toLowerCase())) {
return [false, null];
}
return [true, { message: `"${valueStr}" is not a valid boolean value` }];
};
export const changeStringData = (
field: string,
newValue: string,
container: { [key: string]: any },
): [{ [key: string]: any }, ValidationError | null] => {
return [
{
...container,
[field]: newValue,
},
null,
];
};
export const changeBusRefData = (
field: string,
newValue: string,
container: { [key: string]: any },
scenario: UnitCommitmentScenario,
): [{ [key: string]: any }, ValidationError | null] => {
if (!(newValue in scenario.Buses)) {
return [scenario, { message: `Bus "${newValue}" does not exist` }];
}
return changeStringData(field, newValue, container);
};
export const changeNumberData = (
field: string,
newValueStr: string,
container: { [key: string]: any },
nullable: boolean = false,
): [{ [key: string]: any }, ValidationError | null] => {
// Parse value
const [newValueFloat, err] = nullable
? parseNullableNumber(newValueStr)
: parseNumber(newValueStr);
if (err) return [container, err];
// Build the new object
return [
{
...container,
[field]: newValueFloat,
},
null,
];
};
export const changeBooleanData = (
field: string,
newValueStr: string,
container: { [key: string]: any },
): [{ [key: string]: any }, ValidationError | null] => {
// Parse value
const [newValueBool, err] = parseBool(newValueStr);
if (err) return [container, err];
// Build the new object
return [
{
...container,
[field]: newValueBool,
},
null,
];
};
export const changeNumberVecTData = (
field: string,
time: string,
newValueStr: string,
container: { [key: string]: any },
scenario: UnitCommitmentScenario,
): [{ [key: string]: any }, ValidationError | null] => {
// Parse value
const [newValueFloat, err] = parseNumber(newValueStr);
if (err) return [container, err];
// Convert HH:MM to offset
const hours = parseInt(time.split(":")[0]!, 10);
const min = parseInt(time.split(":")[1]!, 10);
const idx = (hours * 60 + min) / scenario.Parameters["Time step (min)"];
// Build the new vector
const newVec = [...container[field]];
newVec[idx] = newValueFloat;
return [
{
...container,
[field]: newVec,
},
null,
];
};
export const changeNumberVecNData = (
field: string,
offset: string,
newValueStr: string,
container: { [key: string]: any },
): [{ [key: string]: any }, ValidationError | null] => {
const oldVec = container[field];
const newVec = [...container[field]];
const idx = parseInt(offset) - 1;
if (newValueStr === "") {
// Trim the vector
newVec.splice(idx, oldVec.length - idx);
} else {
// Parse new value
const [newValueFloat, err] = parseNumber(newValueStr);
if (err) return [container, err];
// Increase the length of the vector
if (idx >= oldVec.length) {
for (let i = oldVec.length; i < idx; i++) {
newVec[i] = 0;
}
}
// Assign new value
newVec[idx] = newValueFloat;
}
return [
{
...container,
[field]: newVec,
},
null,
];
};
export const changeData = (
field: string,
newValueStr: string,
container: { [key: string]: any },
colSpecs: ColumnSpec[],
scenario: UnitCommitmentScenario,
): [{ [key: string]: any }, ValidationError | null] => {
const match = field.match(/^([^0-9]+)([0-9:]+)?$/);
const fieldName = match![1]!.trim();
const fieldOffset = match![2];
for (const spec of colSpecs) {
if (spec.title !== fieldName) continue;
switch (spec.type) {
case "string":
return changeStringData(fieldName, newValueStr, container);
case "busRef":
return changeBusRefData(fieldName, newValueStr, container, scenario);
case "number":
return changeNumberData(fieldName, newValueStr, container);
case "number?":
return changeNumberData(fieldName, newValueStr, container, true);
case "number[T]":
return changeNumberVecTData(
fieldName,
fieldOffset!,
newValueStr,
container,
scenario,
);
case "number[N]":
return changeNumberVecNData(
fieldName,
fieldOffset!,
newValueStr,
container,
);
case "boolean":
return changeBooleanData(fieldName, newValueStr, container);
default:
throw Error(`Unknown type: ${spec.type}`);
}
}
throw Error(`Unknown field: ${fieldName}`);
};
export const assertBusesNotEmpty = (
scenario: UnitCommitmentScenario,
): ValidationError | null => {
if (Object.keys(scenario.Buses).length === 0)
return { message: "This component requires an existing bus." };
return null;
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { TEST_DATA_1, TEST_DATA_BLANK } from "../Data/fixtures.test";
import assert from "node:assert";
import {
changeProfiledUnitData,
changeThermalUnitData,
createProfiledUnit,
createThermalUnit,
deleteGenerator,
renameGenerator,
} from "./generatorOps";
import { ValidationError } from "../Data/validate";
test("createProfiledUnit", () => {
const [newScenario, err] = createProfiledUnit(TEST_DATA_1);
assert(err === null);
assert.equal(Object.keys(newScenario.Generators).length, 4);
assert("pu3" in newScenario.Generators);
});
test("createThermalUnit", () => {
const [newScenario, err] = createThermalUnit(TEST_DATA_1);
assert(err === null);
assert.equal(Object.keys(newScenario.Generators).length, 4);
assert("g2" in newScenario.Generators);
});
test("createProfiledUnit with blank file", () => {
const [, err] = createProfiledUnit(TEST_DATA_BLANK);
assert(err !== null);
assert.equal(err.message, "This component requires an existing bus.");
});
test("changeProfiledUnitData", () => {
let scenario = TEST_DATA_1;
let err: ValidationError | null;
[scenario, err] = changeProfiledUnitData(
"pu1",
"Cost ($/MW)",
"99",
scenario,
);
assert.equal(err, null);
[scenario, err] = changeProfiledUnitData(
"pu1",
"Maximum power (MW) 03:00",
"99",
scenario,
);
assert.equal(err, null);
[scenario, err] = changeProfiledUnitData("pu2", "Bus", "b3", scenario);
assert.equal(err, null);
assert.deepEqual(scenario.Generators["pu2"], {
Bus: "b3",
Type: "Profiled",
"Cost ($/MW)": 120,
"Maximum power (MW)": [50, 50, 50, 50, 50],
"Minimum power (MW)": [0, 0, 0, 0, 0],
});
});
test("changeThermalUnitData", () => {
let scenario = TEST_DATA_1;
let err: ValidationError | null;
[scenario, err] = changeThermalUnitData(
"g1",
"Ramp up limit (MW)",
"99",
scenario,
);
assert(!err);
[scenario, err] = changeThermalUnitData(
"g1",
"Startup costs ($) 2",
"99",
scenario,
);
assert(!err);
[scenario, err] = changeThermalUnitData(
"g1",
"Production cost curve ($) 7",
"99",
scenario,
);
assert(!err);
[scenario, err] = changeThermalUnitData(
"g1",
"Production cost curve (MW) 3",
"",
scenario,
);
assert(!err);
[scenario, err] = changeThermalUnitData("g1", "Must run?", "true", scenario);
assert(!err);
assert.deepEqual(scenario.Generators["g1"], {
Bus: "b1",
Type: "Thermal",
"Production cost curve (MW)": [100.0, 110],
"Production cost curve ($)": [1400.0, 1600.0, 2200.0, 2400.0, 0, 0, 99],
"Startup costs ($)": [300.0, 99.0],
"Startup delays (h)": [1, 4],
"Ramp up limit (MW)": 99,
"Ramp down limit (MW)": 232.68,
"Startup limit (MW)": 232.68,
"Shutdown limit (MW)": 232.68,
"Minimum downtime (h)": 4,
"Minimum uptime (h)": 4,
"Initial status (h)": 12,
"Initial power (MW)": 115,
"Must run?": true,
});
});
test("changeProfiledUnitData with invalid bus", () => {
let scenario = TEST_DATA_1;
let err = null;
[scenario, err] = changeProfiledUnitData("pu1", "Bus", "b99", scenario);
assert(err !== null);
assert.equal(err.message, 'Bus "b99" does not exist');
});
test("deleteGenerator", () => {
const newScenario = deleteGenerator("pu1", TEST_DATA_1);
assert.equal(Object.keys(newScenario.Generators).length, 2);
assert("g1" in newScenario.Generators);
assert("pu2" in newScenario.Generators);
});
test("renameGenerator", () => {
const [newScenario, err] = renameGenerator("pu1", "pu5", TEST_DATA_1);
assert(err === null);
assert.deepEqual(newScenario.Generators["pu5"], {
Bus: "b1",
Type: "Profiled",
"Cost ($/MW)": 12.5,
"Maximum power (MW)": [10, 12, 13, 15, 20],
"Minimum power (MW)": [0, 0, 0, 0, 0],
});
assert.deepEqual(newScenario.Generators["pu2"], {
Bus: "b1",
Type: "Profiled",
"Cost ($/MW)": 120,
"Maximum power (MW)": [50, 50, 50, 50, 50],
"Minimum power (MW)": [0, 0, 0, 0, 0],
});
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { generateTimeslots } from "../../components/Common/Forms/DataTable";
import { ValidationError } from "../Data/validate";
import {
assertBusesNotEmpty,
changeData,
generateUniqueName,
renameItemInObject,
} from "./commonOps";
import { ProfiledUnitsColumnSpec } from "../../components/CaseBuilder/ProfiledUnits";
import { ThermalUnitsColumnSpec } from "../../components/CaseBuilder/ThermalUnits";
import { Generators, UnitCommitmentScenario } from "../Data/types";
export const createProfiledUnit = (
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const err = assertBusesNotEmpty(scenario);
if (err) return [scenario, err];
const busName = Object.keys(scenario.Buses)[0]!;
const timeslots = generateTimeslots(scenario);
const name = generateUniqueName(scenario.Generators, "pu");
return [
{
...scenario,
Generators: {
...scenario.Generators,
[name]: {
Bus: busName,
Type: "Profiled",
"Cost ($/MW)": 0,
"Minimum power (MW)": Array(timeslots.length).fill(0),
"Maximum power (MW)": Array(timeslots.length).fill(0),
},
},
},
null,
];
};
export const createThermalUnit = (
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const err = assertBusesNotEmpty(scenario);
if (err) return [scenario, err];
const busName = Object.keys(scenario.Buses)[0]!;
const name = generateUniqueName(scenario.Generators, "g");
return [
{
...scenario,
Generators: {
...scenario.Generators,
[name]: {
Bus: busName,
Type: "Thermal",
"Production cost curve (MW)": [0, 100],
"Production cost curve ($)": [0, 10],
"Startup costs ($)": [0],
"Startup delays (h)": [1],
"Ramp up limit (MW)": null,
"Ramp down limit (MW)": null,
"Startup limit (MW)": null,
"Shutdown limit (MW)": null,
"Minimum downtime (h)": 1,
"Minimum uptime (h)": 1,
"Initial status (h)": -24,
"Initial power (MW)": 0,
"Must run?": false,
},
},
},
null,
];
};
export const changeProfiledUnitData = (
generator: string,
field: string,
newValueStr: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [newGen, err] = changeData(
field,
newValueStr,
scenario.Generators[generator]!,
ProfiledUnitsColumnSpec,
scenario,
);
if (err) return [scenario, err];
return [
{
...scenario,
Generators: {
...scenario.Generators,
[generator]: newGen,
} as Generators,
},
null,
];
};
export const changeThermalUnitData = (
generator: string,
field: string,
newValueStr: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [newGen, err] = changeData(
field,
newValueStr,
scenario.Generators[generator]!,
ThermalUnitsColumnSpec,
scenario,
);
if (err) return [scenario, err];
return [
{
...scenario,
Generators: {
...scenario.Generators,
[generator]: newGen,
} as Generators,
},
null,
];
};
export const deleteGenerator = (
name: string,
scenario: UnitCommitmentScenario,
): UnitCommitmentScenario => {
const { [name]: _, ...newGenerators } = scenario.Generators;
return { ...scenario, Generators: newGenerators };
};
export const renameGenerator = (
oldName: string,
newName: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [newGen, err] = renameItemInObject(
oldName,
newName,
scenario.Generators,
);
if (err) return [scenario, err];
return [{ ...scenario, Generators: newGen }, null];
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import {
changeTimeHorizon,
changeTimeStep,
evaluatePwlFunction,
} from "./parameterOps";
import assert from "node:assert";
import { TEST_DATA_1, TEST_DATA_2 } from "../Data/fixtures.test";
test("changeTimeHorizon: Shrink 1", () => {
const [newScenario, err] = changeTimeHorizon(TEST_DATA_1, "3");
assert(err === null);
assert.deepEqual(newScenario.Parameters, {
Version: "0.4",
"Power balance penalty ($/MW)": 1000.0,
"Time horizon (h)": 3,
"Time step (min)": 60,
});
assert.deepEqual(newScenario.Buses, {
b1: { "Load (MW)": [35.79534, 34.38835, 33.45083] },
b2: { "Load (MW)": [14.03739, 13.48563, 13.11797] },
b3: { "Load (MW)": [27.3729, 26.29698, 25.58005] },
});
});
test("changeTimeHorizon: Shrink 2", () => {
const [newScenario, err] = changeTimeHorizon(TEST_DATA_2, "1");
assert(err === null);
assert.deepEqual(newScenario.Parameters, {
Version: "0.4",
"Power balance penalty ($/MW)": 1000.0,
"Time horizon (h)": 1,
"Time step (min)": 30,
});
assert.deepEqual(newScenario.Buses, {
b1: { "Load (MW)": [30, 30] },
b2: { "Load (MW)": [10, 20] },
b3: { "Load (MW)": [0, 30] },
});
});
test("changeTimeHorizon grow", () => {
const [newScenario, err] = changeTimeHorizon(TEST_DATA_1, "7");
assert(err === null);
assert.deepEqual(newScenario.Parameters, {
Version: "0.4",
"Power balance penalty ($/MW)": 1000.0,
"Time horizon (h)": 7,
"Time step (min)": 60,
});
assert.deepEqual(newScenario.Buses, {
b1: {
"Load (MW)": [35.79534, 34.38835, 33.45083, 32.89729, 33.25044, 0, 0],
},
b2: {
"Load (MW)": [14.03739, 13.48563, 13.11797, 12.9009, 13.03939, 0, 0],
},
b3: {
"Load (MW)": [27.3729, 26.29698, 25.58005, 25.15675, 25.4268, 0, 0],
},
});
});
test("changeTimeHorizon invalid", () => {
let [, err] = changeTimeHorizon(TEST_DATA_1, "x");
assert(err !== null);
assert.equal(err.message, "Invalid value: x");
[, err] = changeTimeHorizon(TEST_DATA_1, "-3");
assert(err !== null);
assert.equal(err.message, "Invalid value: -3");
});
test("evaluatePwlFunction", () => {
const data_x = [0, 60, 120, 180];
const data_y = [100, 200, 250, 100];
assert.equal(evaluatePwlFunction(data_x, data_y, 0), 100);
assert.equal(evaluatePwlFunction(data_x, data_y, 15), 125);
assert.equal(evaluatePwlFunction(data_x, data_y, 30), 150);
assert.equal(evaluatePwlFunction(data_x, data_y, 60), 200);
assert.equal(evaluatePwlFunction(data_x, data_y, 180), 100);
});
test("changeTimeStep", () => {
let [scenario, err] = changeTimeStep(TEST_DATA_2, "15");
assert(err === null);
assert.deepEqual(scenario.Parameters, {
Version: "0.4",
"Power balance penalty ($/MW)": 1000.0,
"Time horizon (h)": 2,
"Time step (min)": 15,
});
assert.deepEqual(scenario.Buses, {
b1: { "Load (MW)": [30, 30, 30, 30, 30, 30, 30, 30] },
b2: { "Load (MW)": [10, 15, 20, 25, 30, 35, 40, 25] },
b3: { "Load (MW)": [0, 15, 30, 15, 0, 20, 40, 20] },
});
[scenario, err] = changeTimeStep(TEST_DATA_2, "60");
assert(err === null);
assert.deepEqual(scenario.Parameters, {
Version: "0.4",
"Power balance penalty ($/MW)": 1000.0,
"Time horizon (h)": 2,
"Time step (min)": 60,
});
assert.deepEqual(scenario.Buses, {
b1: { "Load (MW)": [30, 30] },
b2: { "Load (MW)": [10, 30] },
b3: { "Load (MW)": [0, 0] },
});
});
test("changeTimeStep invalid", () => {
let [, err] = changeTimeStep(TEST_DATA_2, "x");
assert(err !== null);
assert.equal(err.message, "Invalid value: x");
[, err] = changeTimeStep(TEST_DATA_2, "-10");
assert(err !== null);
assert.equal(err.message, "Invalid value: -10");
[, err] = changeTimeStep(TEST_DATA_2, "120");
assert(err !== null);
assert.equal(err.message, "Invalid value: 120");
[, err] = changeTimeStep(TEST_DATA_2, "7");
assert(err !== null);
assert.equal(err.message, "Time step must be a divisor of 60: 7");
});
export {};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { Buses } from "../Data/fixtures";
import { ValidationError } from "../Data/validate";
import { UnitCommitmentScenario } from "../Data/types";
export const changeTimeHorizon = (
scenario: UnitCommitmentScenario,
newTimeHorizonStr: string,
): [UnitCommitmentScenario, ValidationError | null] => {
// Parse string
const newTimeHorizon = parseInt(newTimeHorizonStr);
if (isNaN(newTimeHorizon) || newTimeHorizon <= 0) {
return [scenario, { message: `Invalid value: ${newTimeHorizonStr}` }];
}
const newScenario = JSON.parse(
JSON.stringify(scenario),
) as UnitCommitmentScenario;
newScenario.Parameters["Time horizon (h)"] = newTimeHorizon;
const newT = (newTimeHorizon * 60) / scenario.Parameters["Time step (min)"];
const oldT =
(scenario.Parameters["Time horizon (h)"] * 60) /
scenario.Parameters["Time step (min)"];
if (newT < oldT) {
Object.values(newScenario.Buses).forEach((bus) => {
bus["Load (MW)"] = bus["Load (MW)"].slice(0, newT);
});
Object.values(newScenario.Generators).forEach((generator) => {
if (generator.Type === "Profiled") {
generator["Minimum power (MW)"] = generator["Minimum power (MW)"].slice(0, newT);
generator["Maximum power (MW)"] = generator["Maximum power (MW)"].slice(0, newT);
}
});
Object.values(newScenario["Price-sensitive loads"]).forEach((psLoad) => {
psLoad["Demand (MW)"] = psLoad["Demand (MW)"].slice(0, newT);
});
} else {
const padding = Array(newT - oldT).fill(0);
Object.values(newScenario.Buses).forEach((bus) => {
bus["Load (MW)"] = bus["Load (MW)"].concat(padding);
});
Object.values(newScenario.Generators).forEach((generator) => {
if (generator.Type === "Profiled") {
generator["Minimum power (MW)"] = generator["Minimum power (MW)"].concat(padding);
generator["Maximum power (MW)"] = generator["Maximum power (MW)"].concat(padding);
}
});
Object.values(newScenario["Price-sensitive loads"]).forEach((psLoad) => {
psLoad["Demand (MW)"] = psLoad["Demand (MW)"].concat(padding);
});
}
return [newScenario, null];
};
export const evaluatePwlFunction = (
data_x: number[],
data_y: number[],
x: number,
) => {
if (x < data_x[0]! || x > data_x[data_x.length - 1]!) {
throw Error("PWL interpolation: Out of bounds");
}
if (x === data_x[0]) return data_y[0];
// Binary search to find the interval containing x
let low = 0;
let high = data_x.length - 1;
while (low < high) {
let mid = Math.floor((low + high) / 2);
if (data_x[mid]! < x) low = mid + 1;
else high = mid;
}
// Linear interpolation within the found interval
const x1 = data_x[low - 1]!;
const y1 = data_y[low - 1]!;
const x2 = data_x[low]!;
const y2 = data_y[low]!;
return y1 + ((x - x1) * (y2 - y1)) / (x2 - x1);
};
export const changeTimeStep = (
scenario: UnitCommitmentScenario,
newTimeStepStr: string,
): [UnitCommitmentScenario, ValidationError | null] => {
// Parse string and perform validation
const newTimeStep = parseFloat(newTimeStepStr);
if (isNaN(newTimeStep) || newTimeStep < 1 || newTimeStep > 60) {
return [scenario, { message: `Invalid value: ${newTimeStepStr}` }];
}
if (60 % newTimeStep !== 0) {
return [
scenario,
{ message: `Time step must be a divisor of 60: ${newTimeStepStr}` },
];
}
// Build data_x
let timeHorizon = scenario.Parameters["Time horizon (h)"];
const oldTimeStep = scenario.Parameters["Time step (min)"];
const oldT = (timeHorizon * 60) / oldTimeStep;
const newT = (timeHorizon * 60) / newTimeStep;
const data_x = Array(oldT + 1).fill(0);
for (let i = 0; i <= oldT; i++) data_x[i] = i * oldTimeStep;
const newBuses: Buses = {};
for (const busName in scenario.Buses) {
// Build data_y
const busLoad = scenario.Buses[busName]!["Load (MW)"];
const data_y = Array(oldT + 1).fill(0);
for (let i = 0; i < oldT; i++) data_y[i] = busLoad[i];
data_y[oldT] = data_y[0];
// Run interpolation
const newBusLoad = Array(newT).fill(0);
for (let i = 0; i < newT; i++) {
newBusLoad[i] = evaluatePwlFunction(data_x, data_y, newTimeStep * i);
}
newBuses[busName] = {
...scenario.Buses[busName],
"Load (MW)": newBusLoad,
};
}
const newGenerators: { [name: string]: any } = {};
for (const generatorName in scenario.Generators) {
const generator = scenario.Generators[generatorName]!;
if (generator.Type === "Profiled") {
// Build data_y for minimum power
const minPower = generator["Minimum power (MW)"];
const minData_y = Array(oldT + 1).fill(0);
for (let i = 0; i < oldT; i++) minData_y[i] = minPower[i];
minData_y[oldT] = minData_y[0];
// Build data_y for maximum power
const maxPower = generator["Maximum power (MW)"];
const maxData_y = Array(oldT + 1).fill(0);
for (let i = 0; i < oldT; i++) maxData_y[i] = maxPower[i];
maxData_y[oldT] = maxData_y[0];
// Run interpolation for both
const newMinPower = Array(newT).fill(0);
const newMaxPower = Array(newT).fill(0);
for (let i = 0; i < newT; i++) {
newMinPower[i] = evaluatePwlFunction(data_x, minData_y, newTimeStep * i);
newMaxPower[i] = evaluatePwlFunction(data_x, maxData_y, newTimeStep * i);
}
newGenerators[generatorName] = {
...generator,
"Minimum power (MW)": newMinPower,
"Maximum power (MW)": newMaxPower,
};
} else {
newGenerators[generatorName] = generator;
}
}
const newPriceSensitiveLoads: { [name: string]: any } = {};
for (const psLoadName in scenario["Price-sensitive loads"]) {
const psLoad = scenario["Price-sensitive loads"][psLoadName]!;
// Build data_y for demand
const demand = psLoad["Demand (MW)"];
const demandData_y = Array(oldT + 1).fill(0);
for (let i = 0; i < oldT; i++) demandData_y[i] = demand[i];
demandData_y[oldT] = demandData_y[0];
// Run interpolation for demand
const newDemand = Array(newT).fill(0);
for (let i = 0; i < newT; i++) {
newDemand[i] = evaluatePwlFunction(data_x, demandData_y, newTimeStep * i);
}
newPriceSensitiveLoads[psLoadName] = {
...psLoad,
"Demand (MW)": newDemand,
};
}
return [
{
...scenario,
Parameters: {
...scenario.Parameters,
"Time step (min)": newTimeStep,
},
Buses: newBuses,
Generators: newGenerators,
"Price-sensitive loads": newPriceSensitiveLoads,
},
null,
];
};
export const changeParameter = (
scenario: UnitCommitmentScenario,
key: string,
valueStr: string,
): [UnitCommitmentScenario, ValidationError | null] => {
const value = parseFloat(valueStr);
if (isNaN(value)) {
return [scenario, { message: `Invalid value: ${valueStr}` }];
}
return [
{
...scenario,
Parameters: {
...scenario.Parameters,
[key]: value,
},
},
null,
];
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import assert from "node:assert";
import { preprocess } from "./preprocessing";
export const PREPROCESSING_TEST_DATA_1: any = {
Parameters: {
Version: "0.4",
"Time horizon (h)": 5,
},
Buses: {
b1: { "Load (MW)": [35.79534, 34.38835, 33.45083, 32.89729, 33.25044] },
b2: { "Load (MW)": 10 },
b3: { "Load (MW)": [27.3729, 26.29698, 25.58005, 25.15675, 25.4268] },
},
};
test("preprocess", () => {
const [newScenario, err] = preprocess(PREPROCESSING_TEST_DATA_1);
assert(err === null);
assert.deepEqual(newScenario, {
Parameters: {
Version: "0.4",
"Time horizon (h)": 5,
"Power balance penalty ($/MW)": 1000,
"Scenario name": "s1",
"Scenario weight": 1,
"Time step (min)": 60,
},
Buses: {
b1: { "Load (MW)": [35.79534, 34.38835, 33.45083, 32.89729, 33.25044] },
b2: { "Load (MW)": [10, 10, 10, 10, 10] },
b3: { "Load (MW)": [27.3729, 26.29698, 25.58005, 25.15675, 25.4268] },
},
"Price-sensitive loads": {},
"Storage units": {},
"Transmission lines": {},
Contingencies: {},
Generators: {},
Reserves: {},
});
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { validate, ValidationError } from "../Data/validate";
import { UnitCommitmentScenario } from "../Data/types";
import { migrate } from "../Data/migrate";
import {
getContingencyTransmissionLines,
rebuildContingencies,
} from "./transmissionOps";
export const preprocess = (
data: any,
): [UnitCommitmentScenario | null, ValidationError | null] => {
// Make a copy of the original data
let result = JSON.parse(JSON.stringify(data));
// Run migration
migrate(result);
// Run JSON validation and assign default values
if (!validate(result)) {
console.error(validate.errors);
return [
null,
{ message: "Invalid JSON file. See console for more details." },
];
}
// Expand scalars into arrays
// @ts-ignore
const timeHorizon = result["Parameters"]["Time horizon (h)"];
// @ts-ignore
const timeStep = result["Parameters"]["Time step (min)"];
const T = (timeHorizon * 60) / timeStep;
for (const busName in result["Buses"]) {
// @ts-ignore
const busData = result["Buses"][busName];
const busLoad = busData["Load (MW)"];
if (typeof busLoad === "number") {
busData["Load (MW)"] = Array(T).fill(busLoad);
}
}
// Add optional fields
for (let field of [
"Buses",
"Generators",
"Storage units",
"Price-sensitive loads",
"Transmission lines",
"Reserves",
"Contingencies",
]) {
if (!result[field]) {
result[field] = {};
}
}
const scenario = result as unknown as UnitCommitmentScenario;
// Rebuild contingencies
const contingencyLines = getContingencyTransmissionLines(scenario);
scenario["Contingencies"] = rebuildContingencies(contingencyLines);
return [scenario, null];
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { TEST_DATA_1 } from "../Data/fixtures.test";
import assert from "node:assert";
import {
changePriceSensitiveLoadData,
createPriceSensitiveLoad,
deletePriceSensitiveLoad,
renamePriceSensitiveLoad,
} from "./psloadOps";
import { ValidationError } from "../Data/validate";
test("createPriceSensitiveLoad", () => {
const [newScenario, err] = createPriceSensitiveLoad(TEST_DATA_1);
assert(err === null);
assert.equal(Object.keys(newScenario["Price-sensitive loads"]).length, 2);
assert("ps2" in newScenario["Price-sensitive loads"]);
});
test("renamePriceSensitiveLoad", () => {
const [newScenario, err] = renamePriceSensitiveLoad(
"ps1",
"ps2",
TEST_DATA_1,
);
assert(err === null);
assert.deepEqual(
newScenario["Price-sensitive loads"]["ps2"],
TEST_DATA_1["Price-sensitive loads"]["ps1"],
);
assert.equal(Object.keys(newScenario["Price-sensitive loads"]).length, 1);
});
test("changePriceSensitiveLoadData", () => {
let scenario = TEST_DATA_1;
let err: ValidationError | null;
[scenario, err] = changePriceSensitiveLoadData("ps1", "Bus", "b3", scenario);
assert.equal(err, null);
[scenario, err] = changePriceSensitiveLoadData(
"ps1",
"Demand (MW) 00:00",
"99",
scenario,
);
assert.equal(err, null);
assert.deepEqual(scenario["Price-sensitive loads"]["ps1"], {
Bus: "b3",
"Revenue ($/MW)": 23,
"Demand (MW)": [99, 50, 50, 50, 50],
});
});
test("deletePriceSensitiveLoad", () => {
const newScenario = deletePriceSensitiveLoad("ps1", TEST_DATA_1);
assert.equal(Object.keys(newScenario["Price-sensitive loads"]).length, 0);
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { ValidationError } from "../Data/validate";
import { PriceSensitiveLoad, UnitCommitmentScenario } from "../Data/types";
import {
assertBusesNotEmpty,
changeData,
generateUniqueName,
renameItemInObject,
} from "./commonOps";
import { PriceSensitiveLoadsColumnSpec } from "../../components/CaseBuilder/Psload";
import { generateTimeslots } from "../../components/Common/Forms/DataTable";
export const createPriceSensitiveLoad = (
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const err = assertBusesNotEmpty(scenario);
if (err) return [scenario, err];
const busName = Object.keys(scenario.Buses)[0]!;
const timeslots = generateTimeslots(scenario);
const name = generateUniqueName(scenario["Price-sensitive loads"], "ps");
return [
{
...scenario,
"Price-sensitive loads": {
...scenario["Price-sensitive loads"],
[name]: {
Bus: busName,
"Revenue ($/MW)": 0,
"Demand (MW)": Array(timeslots.length).fill(0),
},
},
},
null,
];
};
export const renamePriceSensitiveLoad = (
oldName: string,
newName: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [newObj, err] = renameItemInObject(
oldName,
newName,
scenario["Price-sensitive loads"],
);
if (err) return [scenario, err];
return [{ ...scenario, "Price-sensitive loads": newObj }, null];
};
export const changePriceSensitiveLoadData = (
name: string,
field: string,
newValueStr: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [newObj, err] = changeData(
field,
newValueStr,
scenario["Price-sensitive loads"][name]!,
PriceSensitiveLoadsColumnSpec,
scenario,
);
if (err) return [scenario, err];
return [
{
...scenario,
"Price-sensitive loads": {
...scenario["Price-sensitive loads"],
[name]: newObj as PriceSensitiveLoad,
},
},
null,
];
};
export const deletePriceSensitiveLoad = (
name: string,
scenario: UnitCommitmentScenario,
): UnitCommitmentScenario => {
const { [name]: _, ...newContainer } = scenario["Price-sensitive loads"];
return { ...scenario, "Price-sensitive loads": newContainer };
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { TEST_DATA_1 } from "../Data/fixtures.test";
import assert from "node:assert";
import {
changeStorageUnitData,
createStorageUnit,
deleteStorageUnit,
renameStorageUnit,
} from "./storageOps";
import { ValidationError } from "../Data/validate";
test("createStorageUnit", () => {
const [newScenario, err] = createStorageUnit(TEST_DATA_1);
assert(err === null);
assert.equal(Object.keys(newScenario["Storage units"]).length, 2);
assert("su2" in newScenario["Storage units"]);
});
test("renameStorageUnit", () => {
const [newScenario, err] = renameStorageUnit("su1", "su2", TEST_DATA_1);
assert(err === null);
assert.deepEqual(
newScenario["Storage units"]["su2"],
TEST_DATA_1["Storage units"]["su1"],
);
assert.equal(Object.keys(newScenario["Storage units"]).length, 1);
});
test("changeStorageUnitData", () => {
let scenario = TEST_DATA_1;
let err: ValidationError | null;
[scenario, err] = changeStorageUnitData("su1", "Bus", "b3", scenario);
assert.equal(err, null);
[scenario, err] = changeStorageUnitData(
"su1",
"Minimum level (MWh)",
"99",
scenario,
);
assert.equal(err, null);
[scenario, err] = changeStorageUnitData(
"su1",
"Maximum discharge rate (MW)",
"99",
scenario,
);
assert.equal(err, null);
assert.deepEqual(scenario["Storage units"]["su1"], {
Bus: "b3",
"Minimum level (MWh)": 99.0,
"Maximum level (MWh)": 100.0,
"Charge cost ($/MW)": 2.0,
"Discharge cost ($/MW)": 1.0,
"Charge efficiency": 0.8,
"Discharge efficiency": 0.85,
"Loss factor": 0.01,
"Minimum charge rate (MW)": 5.0,
"Maximum charge rate (MW)": 10.0,
"Minimum discharge rate (MW)": 4.0,
"Maximum discharge rate (MW)": 99.0,
"Initial level (MWh)": 20.0,
"Last period minimum level (MWh)": 21.0,
"Last period maximum level (MWh)": 22.0,
});
});
test("deleteStorageUnit", () => {
const newScenario = deleteStorageUnit("su1", TEST_DATA_1);
assert.equal(Object.keys(newScenario["Storage units"]).length, 0);
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { ValidationError } from "../Data/validate";
import { StorageUnit, UnitCommitmentScenario } from "../Data/types";
import {
assertBusesNotEmpty,
changeData,
generateUniqueName,
renameItemInObject,
} from "./commonOps";
import { StorageUnitsColumnSpec } from "../../components/CaseBuilder/StorageUnits";
export const createStorageUnit = (
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const err = assertBusesNotEmpty(scenario);
if (err) return [scenario, err];
const busName = Object.keys(scenario.Buses)[0]!;
const name = generateUniqueName(scenario["Storage units"], "su");
return [
{
...scenario,
"Storage units": {
...scenario["Storage units"],
[name]: {
Bus: busName,
"Minimum level (MWh)": 0,
"Maximum level (MWh)": 1,
"Charge cost ($/MW)": 0.0,
"Discharge cost ($/MW)": 0.0,
"Charge efficiency": 1,
"Discharge efficiency": 1,
"Loss factor": 0,
"Minimum charge rate (MW)": 1,
"Maximum charge rate (MW)": 1,
"Minimum discharge rate (MW)": 1,
"Maximum discharge rate (MW)": 1,
"Initial level (MWh)": 0,
"Last period minimum level (MWh)": 0,
"Last period maximum level (MWh)": 1,
},
},
},
null,
];
};
export const renameStorageUnit = (
oldName: string,
newName: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [newObj, err] = renameItemInObject(
oldName,
newName,
scenario["Storage units"],
);
if (err) return [scenario, err];
return [{ ...scenario, "Storage units": newObj }, null];
};
export const changeStorageUnitData = (
name: string,
field: string,
newValueStr: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [newObj, err] = changeData(
field,
newValueStr,
scenario["Storage units"][name]!,
StorageUnitsColumnSpec,
scenario,
);
if (err) return [scenario, err];
return [
{
...scenario,
"Storage units": {
...scenario["Storage units"],
[name]: newObj as StorageUnit,
},
},
null,
];
};
export const deleteStorageUnit = (
name: string,
scenario: UnitCommitmentScenario,
): UnitCommitmentScenario => {
const { [name]: _, ...newContainer } = scenario["Storage units"];
return { ...scenario, "Storage units": newContainer };
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { TEST_DATA_1 } from "../Data/fixtures.test";
import assert from "node:assert";
import {
changeTransmissionLineData,
createTransmissionLine,
deleteTransmissionLine,
getContingencyTransmissionLines,
rebuildContingencies,
renameTransmissionLine,
} from "./transmissionOps";
import { ValidationError } from "../Data/validate";
test("createTransmissionLine", () => {
const [newScenario, err] = createTransmissionLine(TEST_DATA_1);
assert(err === null);
assert.equal(Object.keys(newScenario["Transmission lines"]).length, 2);
assert("l2" in newScenario["Transmission lines"]);
});
test("renameTransmissionLine", () => {
const [newScenario, err] = renameTransmissionLine("l1", "l3", TEST_DATA_1);
assert(err === null);
assert.deepEqual(newScenario["Transmission lines"]["l3"], {
"Source bus": "b1",
"Target bus": "b2",
"Susceptance (S)": 29.49686,
"Normal flow limit (MW)": 15000.0,
"Emergency flow limit (MW)": 20000.0,
"Flow limit penalty ($/MW)": 5000.0,
});
assert.deepEqual(newScenario["Contingencies"], {
l3: {
"Affected lines": ["l3"],
"Affected generators": [],
},
});
assert.equal(Object.keys(newScenario["Transmission lines"]).length, 1);
});
test("changeTransmissionLineData", () => {
let scenario = TEST_DATA_1;
let err: ValidationError | null;
[scenario, err] = changeTransmissionLineData(
"l1",
"Source bus",
"b3",
scenario,
);
assert.equal(err, null);
[scenario, err] = changeTransmissionLineData(
"l1",
"Normal flow limit (MW)",
"99",
scenario,
);
assert.equal(err, null);
[scenario, err] = changeTransmissionLineData(
"l1",
"Target bus",
"b1",
scenario,
);
assert.equal(err, null);
assert.deepEqual(scenario["Transmission lines"]["l1"], {
"Source bus": "b3",
"Target bus": "b1",
"Susceptance (S)": 29.49686,
"Normal flow limit (MW)": 99,
"Emergency flow limit (MW)": 20000.0,
"Flow limit penalty ($/MW)": 5000.0,
});
});
test("deleteTransmissionLine", () => {
const newScenario = deleteTransmissionLine("l1", TEST_DATA_1);
assert.equal(Object.keys(newScenario["Transmission lines"]).length, 0);
assert.equal(Object.keys(newScenario["Contingencies"]).length, 0);
});
test("getContingencyTransmissionLines", () => {
const contLines = getContingencyTransmissionLines(TEST_DATA_1);
assert.deepEqual(contLines, new Set(["l1"]));
});
test("rebuildContingencies", () => {
assert.deepEqual(rebuildContingencies(new Set(["l1", "l2"])), {
l1: {
"Affected lines": ["l1"],
"Affected generators": [],
},
l2: {
"Affected lines": ["l2"],
"Affected generators": [],
},
});
});

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import {
assertBusesNotEmpty,
changeData,
generateUniqueName,
parseBool,
renameItemInObject,
} from "./commonOps";
import { ValidationError } from "../Data/validate";
import { TransmissionLinesColumnSpec } from "../../components/CaseBuilder/TransmissionLines";
import {
Contingency,
TransmissionLine,
UnitCommitmentScenario,
} from "../Data/types";
export const createTransmissionLine = (
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const err = assertBusesNotEmpty(scenario);
if (err) return [scenario, err];
const busName = Object.keys(scenario.Buses)[0]!;
const name = generateUniqueName(scenario["Transmission lines"], "l");
return [
{
...scenario,
"Transmission lines": {
...scenario["Transmission lines"],
[name]: {
"Source bus": busName,
"Target bus": busName,
"Susceptance (S)": 1.0,
"Normal flow limit (MW)": 1000,
"Emergency flow limit (MW)": 1500,
"Flow limit penalty ($/MW)": 5000.0,
},
},
},
null,
];
};
export const renameTransmissionLine = (
oldName: string,
newName: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
const [newLine, err] = renameItemInObject(
oldName,
newName,
scenario["Transmission lines"],
);
if (err) return [scenario, err];
// Update transmission line contingencies
let newContingencies = scenario["Contingencies"];
const contingencyLines = getContingencyTransmissionLines(scenario);
if (contingencyLines.has(oldName)) {
contingencyLines.delete(oldName);
contingencyLines.add(newName);
newContingencies = rebuildContingencies(contingencyLines);
}
return [
{
...scenario,
"Transmission lines": newLine,
Contingencies: newContingencies,
},
null,
];
};
export const changeTransmissionLineData = (
line: string,
field: string,
newValueStr: string,
scenario: UnitCommitmentScenario,
): [UnitCommitmentScenario, ValidationError | null] => {
if (field === "Contingency?") {
// Parse boolean value
const [newValue, err] = parseBool(newValueStr);
if (err) return [scenario, err];
// Rebuild contingencies
const contLines = getContingencyTransmissionLines(scenario);
if (newValue) contLines.add(line);
else contLines.delete(line);
const newContingencies = rebuildContingencies(contLines);
return [{ ...scenario, Contingencies: newContingencies }, null];
} else {
const [newLine, err] = changeData(
field,
newValueStr,
scenario["Transmission lines"][line]!,
TransmissionLinesColumnSpec,
scenario,
);
if (err) return [scenario, err];
return [
{
...scenario,
"Transmission lines": {
...scenario["Transmission lines"],
[line]: newLine as TransmissionLine,
},
},
null,
];
}
};
export const deleteTransmissionLine = (
name: string,
scenario: UnitCommitmentScenario,
): UnitCommitmentScenario => {
const { [name]: _, ...newLines } = scenario["Transmission lines"];
// Update transmission line contingencies
let newContingencies = scenario["Contingencies"];
const contingencyLines = getContingencyTransmissionLines(scenario);
if (contingencyLines.has(name)) {
contingencyLines.delete(name);
newContingencies = rebuildContingencies(contingencyLines);
}
return {
...scenario,
"Transmission lines": newLines,
Contingencies: newContingencies,
};
};
export const getContingencyTransmissionLines = (
scenario: UnitCommitmentScenario,
): Set<String> => {
let result: Set<String> = new Set();
Object.entries(scenario.Contingencies).forEach(([name, contingency]) => {
if (contingency["Affected lines"].length !== 1)
throw Error("not implemented");
result.add(contingency["Affected lines"][0]!!);
});
return result;
};
export const rebuildContingencies = (
contingencyLines: Set<String>,
): { [name: string]: Contingency } => {
const result: { [name: string]: Contingency } = {};
contingencyLines.forEach((lineName) => {
result[lineName as string] = {
"Affected lines": [lineName as string],
"Affected generators": [],
};
});
return result;
};

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import React from "react";
import ReactDOM from "react-dom/client";
import reportWebVitals from "./reportWebVitals";
import CaseBuilder from "./components/CaseBuilder/CaseBuilder";
import { BrowserRouter, Navigate, Route, Routes } from "react-router";
import Jobs from "./components/Jobs/Jobs";
const root = ReactDOM.createRoot(
document.getElementById("root") as HTMLElement,
);
root.render(
<BrowserRouter>
<React.StrictMode>
<Routes>
<Route path="/builder" element={<CaseBuilder />} />
<Route path="/jobs/:jobId" element={<Jobs />} />
<Route path="/" element={<Navigate to="/builder" replace />} />
</Routes>
</React.StrictMode>
</BrowserRouter>,
);
reportWebVitals();

13
web/frontend/src/logo.svg Normal file
View File

@@ -0,0 +1,13 @@
<!--
- UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
- Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
- Released under the modified BSD license. See COPYING.md for more details.
-->
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 841.9 595.3">
<g fill="#61DAFB">
<path d="M666.3 296.5c0-32.5-40.7-63.3-103.1-82.4 14.4-63.6 8-114.2-20.2-130.4-6.5-3.8-14.1-5.6-22.4-5.6v22.3c4.6 0 8.3.9 11.4 2.6 13.6 7.8 19.5 37.5 14.9 75.7-1.1 9.4-2.9 19.3-5.1 29.4-19.6-4.8-41-8.5-63.5-10.9-13.5-18.5-27.5-35.3-41.6-50 32.6-30.3 63.2-46.9 84-46.9V78c-27.5 0-63.5 19.6-99.9 53.6-36.4-33.8-72.4-53.2-99.9-53.2v22.3c20.7 0 51.4 16.5 84 46.6-14 14.7-28 31.4-41.3 49.9-22.6 2.4-44 6.1-63.6 11-2.3-10-4-19.7-5.2-29-4.7-38.2 1.1-67.9 14.6-75.8 3-1.8 6.9-2.6 11.5-2.6V78.5c-8.4 0-16 1.8-22.6 5.6-28.1 16.2-34.4 66.7-19.9 130.1-62.2 19.2-102.7 49.9-102.7 82.3 0 32.5 40.7 63.3 103.1 82.4-14.4 63.6-8 114.2 20.2 130.4 6.5 3.8 14.1 5.6 22.5 5.6 27.5 0 63.5-19.6 99.9-53.6 36.4 33.8 72.4 53.2 99.9 53.2 8.4 0 16-1.8 22.6-5.6 28.1-16.2 34.4-66.7 19.9-130.1 62-19.1 102.5-49.9 102.5-82.3zm-130.2-66.7c-3.7 12.9-8.3 26.2-13.5 39.5-4.1-8-8.4-16-13.1-24-4.6-8-9.5-15.8-14.4-23.4 14.2 2.1 27.9 4.7 41 7.9zm-45.8 106.5c-7.8 13.5-15.8 26.3-24.1 38.2-14.9 1.3-30 2-45.2 2-15.1 0-30.2-.7-45-1.9-8.3-11.9-16.4-24.6-24.2-38-7.6-13.1-14.5-26.4-20.8-39.8 6.2-13.4 13.2-26.8 20.7-39.9 7.8-13.5 15.8-26.3 24.1-38.2 14.9-1.3 30-2 45.2-2 15.1 0 30.2.7 45 1.9 8.3 11.9 16.4 24.6 24.2 38 7.6 13.1 14.5 26.4 20.8 39.8-6.3 13.4-13.2 26.8-20.7 39.9zm32.3-13c5.4 13.4 10 26.8 13.8 39.8-13.1 3.2-26.9 5.9-41.2 8 4.9-7.7 9.8-15.6 14.4-23.7 4.6-8 8.9-16.1 13-24.1zM421.2 430c-9.3-9.6-18.6-20.3-27.8-32 9 .4 18.2.7 27.5.7 9.4 0 18.7-.2 27.8-.7-9 11.7-18.3 22.4-27.5 32zm-74.4-58.9c-14.2-2.1-27.9-4.7-41-7.9 3.7-12.9 8.3-26.2 13.5-39.5 4.1 8 8.4 16 13.1 24 4.7 8 9.5 15.8 14.4 23.4zM420.7 163c9.3 9.6 18.6 20.3 27.8 32-9-.4-18.2-.7-27.5-.7-9.4 0-18.7.2-27.8.7 9-11.7 18.3-22.4 27.5-32zm-74 58.9c-4.9 7.7-9.8 15.6-14.4 23.7-4.6 8-8.9 16-13 24-5.4-13.4-10-26.8-13.8-39.8 13.1-3.1 26.9-5.8 41.2-7.9zm-90.5 125.2c-35.4-15.1-58.3-34.9-58.3-50.6 0-15.7 22.9-35.6 58.3-50.6 8.6-3.7 18-7 27.7-10.1 5.7 19.6 13.2 40 22.5 60.9-9.2 20.8-16.6 41.1-22.2 60.6-9.9-3.1-19.3-6.5-28-10.2zM310 490c-13.6-7.8-19.5-37.5-14.9-75.7 1.1-9.4 2.9-19.3 5.1-29.4 19.6 4.8 41 8.5 63.5 10.9 13.5 18.5 27.5 35.3 41.6 50-32.6 30.3-63.2 46.9-84 46.9-4.5-.1-8.3-1-11.3-2.7zm237.2-76.2c4.7 38.2-1.1 67.9-14.6 75.8-3 1.8-6.9 2.6-11.5 2.6-20.7 0-51.4-16.5-84-46.6 14-14.7 28-31.4 41.3-49.9 22.6-2.4 44-6.1 63.6-11 2.3 10.1 4.1 19.8 5.2 29.1zm38.5-66.7c-8.6 3.7-18 7-27.7 10.1-5.7-19.6-13.2-40-22.5-60.9 9.2-20.8 16.6-41.1 22.2-60.6 9.9 3.1 19.3 6.5 28.1 10.2 35.4 15.1 58.3 34.9 58.3 50.6-.1 15.7-23 35.6-58.4 50.6zM320.8 78.4z"/>
<circle cx="420.9" cy="296.5" r="45.7"/>
<path d="M520.5 78.1z"/>
</g>
</svg>

After

Width:  |  Height:  |  Size: 2.8 KiB

7
web/frontend/src/react-app-env.d.ts vendored Normal file
View File

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/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
/// <reference types="react-scripts" />

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@@ -0,0 +1,21 @@
/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import { ReportHandler } from "web-vitals";
const reportWebVitals = (onPerfEntry?: ReportHandler) => {
if (onPerfEntry && onPerfEntry instanceof Function) {
import("web-vitals").then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => {
getCLS(onPerfEntry);
getFID(onPerfEntry);
getFCP(onPerfEntry);
getLCP(onPerfEntry);
getTTFB(onPerfEntry);
});
}
};
export default reportWebVitals;

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@@ -0,0 +1,7 @@
/*
* UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
* Copyright (C) 2020-2025, UChicago Argonne, LLC. All rights reserved.
* Released under the modified BSD license. See COPYING.md for more details.
*/
import "@testing-library/jest-dom";

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