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demo_interface.py
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374 lines (349 loc) · 16.4 KB
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# Copyright 2024 D-Wave
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import annotations
from enum import EnumType
import dash_mantine_components as dmc
from dash import dcc, html
from demo_configs import (
CLASSICAL_TAB_LABEL,
DESCRIPTION,
DWAVE_TAB_LABEL,
MAIN_HEADER,
SCENARIOS,
SOLVER_TIME,
THUMBNAIL,
)
from src.demo_enums import HybridSolverType, SolverType
THEME_COLOR = "#2d4376"
def dropdown(label: str, id: str, options: list) -> html.Div:
"""Dropdown element for option selection.
Args:
label: The title that goes above the dropdown.
id: A unique selector for this element.
options: A list of dictionaries of labels and values.
"""
return html.Div(
className="dropdown-wrapper",
children=[
html.Label(label, htmlFor=id),
dmc.Select(
id=id,
data=options,
value=options[0]["value"],
allowDeselect=False,
),
],
)
def generate_graph(visible: bool, type: str, index: int) -> html.Div:
"""Generates graph either hidden or visible."""
return html.Div(
id={
"type": f"gantt-chart-{'visible' if visible else 'hidden'}-wrapper",
"index": index,
},
className="graph" if visible else "display-none",
children=[
dcc.Graph(
id={"type": f"gantt-chart-{type}", "index": index},
responsive=True,
config={"displayModeBar": False},
),
],
)
def generate_solution_tab(title: str, tab: str, index: int) -> dmc.TabsPanel:
"""Generates solution tab containing, solution graphs, sort functionality, and
problem details dropdown.
Returns:
dmc.TabsPanel: A Tab containing the solution graph and problem details.
"""
return dmc.TabsPanel(
value=f"{tab}-tab",
tabIndex=11 + index,
children=[
html.Div(
className="solution-card",
children=[
html.Div(
className="gantt-chart-card",
children=[
html.Div(
className="gantt-heading",
children=[
html.Div(
[
html.H2(
[title, html.Span(id=f"{tab}-gantt-title-span")],
className="gantt-title",
),
html.H4(
["Makespan: ", html.Span(id=f"{tab}-makespan")],
className="makespan",
),
]
),
html.Button(
id={"type": "gantt-heading-button", "index": index},
className="button button-small",
children="Sort by start time",
n_clicks=0,
),
],
),
html.Div(
className="graph-wrapper",
children=[
generate_graph(True, "jobsort", index),
generate_graph(False, "startsort", index),
],
),
],
),
],
),
],
)
def generate_options(options: list | EnumType, str_val: bool = False) -> list[dict]:
"""Generates options for dropdowns, checklists, radios, etc."""
if isinstance(options, EnumType):
return [
{"label": option.label, "value": f"{option.value}" if str_val else option.value}
for option in options
]
return [{"label": option, "value": f"{option}" if str_val else option} for option in options]
def generate_settings_form() -> html.Div:
"""This function generates settings for selecting the scenario, model, and solver.
Returns:
html.Div: A Div containing the settings for selecting the scenario, model, and solver.
"""
scenario_options = generate_options(SCENARIOS, True)
return html.Div(
className="settings",
children=[
dropdown(
"Scenario (jobs x operations)",
"scenario-select",
scenario_options,
),
dmc.CheckboxGroup(
id="solver-select",
label="Solvers",
value=[f"{SolverType.HYBRID.value}", f"{SolverType.HIGHS.value}"],
children=dmc.Group(
[
dmc.Checkbox(
label=SolverType.HYBRID.label,
value=f"{SolverType.HYBRID.value}",
color=THEME_COLOR,
),
dmc.RadioGroup(
children=dmc.Group(
[
dmc.Radio(s.label, value=f"{s.value}", color=THEME_COLOR)
for s in HybridSolverType
]
),
id="hybrid-select",
value=f"{HybridSolverType.STRIDE.value}",
size="sm",
deselectable=False,
style={"display": "none"},
),
dmc.Checkbox(
label=SolverType.HIGHS.label,
value=f"{SolverType.HIGHS.value}",
color=THEME_COLOR,
),
],
),
),
html.Label("Solver Time Limit (seconds)", htmlFor="solver-time-limit"),
dmc.NumberInput(
id="solver-time-limit",
type="number",
**SOLVER_TIME,
),
],
)
def generate_run_buttons() -> html.Div:
"""Run and cancel buttons to run the optimization."""
return html.Div(
id="button-group",
children=[
html.Button("Run Optimization", id="run-button", className="button"),
html.Button(
"Cancel Optimization",
id="cancel-button",
className="button",
style={"display": "none"},
),
],
)
def create_interface():
"""Set the application HTML."""
return html.Div(
id="app-container",
children=[
html.A( # Skip link for accessibility
"Skip to main content",
href="#main-content",
id="skip-to-main",
className="skip-link",
tabIndex=1,
),
dcc.Store("running-dwave"),
dcc.Store("running-classical"),
html.Main(
className="columns-main",
id="main-content",
children=[
# Left column
html.Div(
id={"type": "to-collapse-class", "index": 0},
className="left-column",
children=[
html.Div(
className="left-column-layer-1", # Fixed width Div to collapse
children=[
html.Div(
className="left-column-layer-2", # Padding and content wrapper
children=[
html.Div(
[
html.H1(MAIN_HEADER),
html.P(DESCRIPTION),
],
className="title-section",
),
html.Div(
[
html.Div(
html.Div(
[
generate_settings_form(),
generate_run_buttons(),
],
className="settings-and-buttons",
),
className="settings-and-buttons-wrapper",
),
# Left column collapse button
html.Div(
html.Button(
id={
"type": "collapse-trigger",
"index": 0,
},
className="left-column-collapse",
title="Collapse sidebar",
children=[
html.Div(className="collapse-arrow")
],
**{"aria-expanded": "true"},
),
),
],
className="form-section",
),
],
)
],
),
],
),
# Right column
html.Div(
className="right-column",
children=[
dmc.Tabs(
id="tabs",
value="input-tab",
color="white",
children=[
html.Header(
className="banner",
children=[
html.Nav(
[
dmc.TabsList(
[
dmc.TabsTab("Input", value="input-tab"),
dmc.TabsTab(
DWAVE_TAB_LABEL,
value="dwave-tab",
id="dwave-tab",
disabled=True,
),
dmc.TabsTab(
CLASSICAL_TAB_LABEL,
value="highs-tab",
id="highs-tab",
disabled=True,
),
]
),
]
),
html.Img(src=THUMBNAIL, alt="D-Wave logo"),
],
),
dmc.TabsPanel(
value="input-tab",
tabIndex="12",
children=[
html.Div(
className="gantt-chart-card",
children=[
html.Div(
className="gantt-heading",
children=[
html.H2(
"Unscheduled Jobs and Operations",
className="gantt-title",
),
html.Button(
id={
"type": "gantt-heading-button",
"index": 0,
},
className="button button-small",
children="Show Conflicts",
n_clicks=0,
),
],
),
dcc.Loading(
id="loading-icon-input",
parent_className="graph-wrapper",
type="circle",
delay_show=300,
color=THEME_COLOR,
children=[
generate_graph(True, "unscheduled", 0),
generate_graph(False, "conflicts", 0),
],
),
],
),
],
),
generate_solution_tab("Quantum Hybrid Solver", "dwave", 1),
generate_solution_tab("Classical Solver (HiGHS)", "highs", 2),
],
)
],
),
],
),
],
)