def test_check_removing_placed_factory():
c1 = BaseComponent("c1")
task1 = BaseTask("task1")
c1.append_targeted_task(task1)
c2 = BaseComponent("c2")
task2 = BaseTask("task2")
c2.append_targeted_task(task2)
product = BaseProduct([c1, c2])
f1 = BaseFactory("f1")
f2 = BaseFactory("f2")
c1.placed_factory = f1
c2.placed_factory = f2
f1.set_placed_component(c1)
f2.set_placed_component(c2)
# case1
task1.state = BaseTaskState.WORKING
task2.state = BaseTaskState.FINISHED
product.check_removing_placed_factory()
assert c1.placed_factory.name == "f1"
assert c2.placed_factory is None
# case2
task1.state = BaseTaskState.FINISHED
task2.state = BaseTaskState.FINISHED
c1.append_child_component(c2)
c2.placed_factory = BaseFactory("f2")
product.check_removing_placed_factory()
assert c1.placed_factory is None
assert c2.placed_factory is None
def test_perform():
"""test_perform."""
task = BaseTask("task")
task.state = BaseTaskState.WORKING
w1 = BaseWorker("w1")
w2 = BaseWorker("w2")
w1.workamount_skill_mean_map = {"task": 1.0}
task.allocated_worker_list = [w1, w2]
w1.assigned_task_list = [task]
w2.assigned_task_list = [task]
c = BaseComponent("a")
c.append_targeted_task(task)
auto_task = BaseTask("auto", auto_task=True)
auto_task.state = BaseTaskState.WORKING
w = BaseWorkflow([task, auto_task])
w.perform(10)
assert task.remaining_work_amount == task.default_work_amount - 1.0
assert auto_task.remaining_work_amount == auto_task.default_work_amount - 1.0
assert task.target_component == c
# autotask testing
w.initialize()
task.state = BaseTaskState.WORKING
auto_task.state = BaseTaskState.WORKING
w.perform(10, only_auto_task=True)
assert task.remaining_work_amount == task.default_work_amount
assert auto_task.remaining_work_amount == auto_task.default_work_amount - 1.0
def test_create_gantt_plotly():
c1 = BaseComponent("c1")
task11 = BaseTask("task11")
task12 = BaseTask("task12")
c1.extend_targeted_task_list([task11, task12])
c2 = BaseComponent("c2")
task2 = BaseTask("task2")
c2.append_targeted_task(task2)
product = BaseProduct([c1, c2])
# Set test case
task11.start_time_list = [0, 2]
task11.ready_time_list = [0, 2]
task11.finish_time_list = [3, 5]
task12.start_time_list = [1]
task12.ready_time_list = [2]
task12.finish_time_list = [5]
task2.start_time_list = [1]
task2.ready_time_list = [2]
task2.finish_time_list = [5]
init_datetime = datetime.datetime(2020, 4, 1, 8, 0, 0)
timedelta = datetime.timedelta(days=1)
product.create_gantt_plotly(init_datetime,
timedelta,
save_fig_path="test.png")
if os.path.exists("test.png"):
os.remove("test.png")
def test_create_data_for_gantt_plotly():
c1 = BaseComponent("c1")
task11 = BaseTask("task11")
task12 = BaseTask("task12")
c1.extend_targeted_task_list([task11, task12])
c2 = BaseComponent("c2")
task2 = BaseTask("task2")
c2.append_targeted_task(task2)
product = BaseProduct([c1, c2])
# Set test case
task11.start_time_list = [0, 2]
task11.ready_time_list = [0, 2]
task11.finish_time_list = [3, 5]
task12.start_time_list = [1]
task12.ready_time_list = [2]
task12.finish_time_list = [5]
task2.start_time_list = [1]
task2.ready_time_list = [2]
task2.finish_time_list = [5]
init_datetime = datetime.datetime(2020, 4, 1, 8, 0, 0)
timedelta = datetime.timedelta(days=1)
df = product.create_data_for_gantt_plotly(init_datetime, timedelta)
assert df[0]["Start"] == (init_datetime +
0 * timedelta).strftime("%Y-%m-%d %H:%M:%S")
assert df[0]["Finish"] == (
init_datetime + (5 + 1.0) * timedelta).strftime("%Y-%m-%d %H:%M:%S")
assert df[0]["Type"] == "Component"
assert df[1]["Start"] == (init_datetime +
1 * timedelta).strftime("%Y-%m-%d %H:%M:%S")
assert df[1]["Finish"] == (
init_datetime + (5 + 1.0) * timedelta).strftime("%Y-%m-%d %H:%M:%S")
assert df[1]["Type"] == "Component"
def test_check_removing_placed_workplace():
"""test_check_removing_placed_workplace."""
c1 = BaseComponent("c1")
task1 = BaseTask("task1")
c1.append_targeted_task(task1)
c2 = BaseComponent("c2")
task2 = BaseTask("task2")
c2.append_targeted_task(task2)
product = BaseProduct([c1, c2])
f1 = BaseWorkplace("f1")
f2 = BaseWorkplace("f2")
c1.placed_workplace = f1
c2.placed_workplace = f2
f1.set_placed_component(c1)
f2.set_placed_component(c2)
# case1
task1.state = BaseTaskState.WORKING
task2.state = BaseTaskState.FINISHED
product.check_removing_placed_workplace()
assert c1.placed_workplace.name == "f1"
assert c2.placed_workplace is None
# case2
task1.state = BaseTaskState.FINISHED
task2.state = BaseTaskState.FINISHED
c1.append_child_component(c2)
c1.placed_workplace = f1
c2.placed_workplace = f1
f1.placed_component_list = [c1, c2]
product.check_removing_placed_workplace()
assert c1.placed_workplace is None
assert c2.placed_workplace is None
def test_perform():
auto = BaseTask("a", auto_task=True, state=BaseTaskState.WORKING)
auto.perform(0, seed=1234)
assert auto.remaining_work_amount == auto.default_work_amount - 1
task = BaseTask("task")
task.state = BaseTaskState.READY
w1 = BaseWorker("w1")
w2 = BaseWorker("w2")
w1.workamount_skill_mean_map = {"task": 1.0}
task.allocated_worker_list = [w1, w2]
w1.assigned_task_list = [task]
w2.assigned_task_list = [task]
c = BaseComponent("a")
c.append_targeted_task(task)
task.perform(10)
assert task.remaining_work_amount == task.default_work_amount
assert task.target_component == c
# assert c.error == 0.0
task.state = BaseTaskState.WORKING
task.perform(10)
assert task.remaining_work_amount == task.default_work_amount - 1.0
assert task.target_component == c
# assert c.error == 0.0
# Next test case
w1.workamount_skill_sd_map = {"task": 0.2}
# w1.quality_skill_mean_map = {"task": 0.9}
# w1.quality_skill_sd_map = {"task": 0.02}
task.perform(11, seed=1234)
assert task.remaining_work_amount == 7.905712967253502
def test_append_targeted_task():
c = BaseComponent("c")
assert c.parent_component_list == []
task = BaseTask("task1")
assert task.target_component is None
c.append_targeted_task(task)
assert c.targeted_task_list == [task]
assert task.target_component == c
def test_perform():
task = BaseTask("task")
task.state = BaseTaskState.WORKING
w1 = BaseResource("w1")
w2 = BaseResource("w2")
w1.workamount_skill_mean_map = {"task": 1.0}
task.allocated_worker_list = [w1, w2]
w1.assigned_task_list = [task]
w2.assigned_task_list = [task]
c = BaseComponent("a")
c.append_targeted_task(task)
w = BaseWorkflow([task])
w.perform(10)
assert task.remaining_work_amount == task.default_work_amount - 1.0
assert task.target_component == c
def test_create_simple_gantt():
c1 = BaseComponent("c1")
task11 = BaseTask("task11")
task12 = BaseTask("task12")
c1.extend_targeted_task_list([task11, task12])
c2 = BaseComponent("c2")
task2 = BaseTask("task2")
c2.append_targeted_task(task2)
product = BaseProduct([c1, c2])
# Set test case
task11.start_time_list = [1, 5]
task11.ready_time_list = [0, 4]
task11.finish_time_list = [2, 6]
task12.start_time_list = [2]
task12.ready_time_list = [1]
task12.finish_time_list = [5]
task2.start_time_list = [2]
task2.ready_time_list = [1]
task2.finish_time_list = [5]
product.create_simple_gantt(save_fig_path="test.png")
if os.path.exists("test.png"):
os.remove("test.png")
def dummy_project2(scope="function"):
# BaseComponents in BaseProduct
c3 = BaseComponent("c3")
c1 = BaseComponent("c1")
c2 = BaseComponent("c2")
c3.extend_child_component_list([c1, c2])
# BaseTasks in BaseWorkflow
task1_1 = BaseTask("task1_1", need_facility=True)
task1_2 = BaseTask("task1_2")
task2_1 = BaseTask("task2_1")
task3 = BaseTask("task3", due_time=30)
task3.extend_input_task_list([task1_2, task2_1])
task1_2.append_input_task(task1_1)
task0 = BaseTask("auto", auto_task=True, due_time=20)
c1.extend_targeted_task_list([task1_1, task1_2])
c2.append_targeted_task(task2_1)
c3.append_targeted_task(task3)
# Facilities in factory
f1 = BaseFacility("f1")
f1.workamount_skill_mean_map = {
task1_1.name: 1.0,
}
# factory.facility_list.append(f1)
# Factory in BaseOrganization
factory = BaseFactory("factory", facility_list=[f1])
factory.extend_targeted_task_list([task1_1, task1_2, task2_1, task3])
# BaseTeams in BaseOrganization
team = BaseTeam("team")
team.extend_targeted_task_list([task1_1, task1_2, task2_1, task3])
# BaseResources in each BaseTeam
w1 = BaseWorker("w1", team_id=team.ID, cost_per_time=10.0)
w1.workamount_skill_mean_map = {
task1_1.name: 1.0,
task1_2.name: 1.0,
task2_1.name: 0.0,
task3.name: 1.0,
}
w1.facility_skill_map = {f1.name: 1.0}
team.worker_list.append(w1)
w2 = BaseWorker("w2", team_id=team.ID, cost_per_time=6.0)
w2.solo_working = True
w2.workamount_skill_mean_map = {
task1_1.name: 1.0,
task1_2.name: 0.0,
task2_1.name: 1.0,
task3.name: 1.0,
}
w2.facility_skill_map = {f1.name: 1.0}
team.worker_list.append(w2)
# BaseProject including BaseProduct, BaseWorkflow and Organization
project = BaseProject(
init_datetime=datetime.datetime(2020, 4, 1, 8, 0, 0),
unit_timedelta=datetime.timedelta(days=1),
product=BaseProduct([c3, c1, c2]),
workflow=BaseWorkflow([task1_1, task1_2, task2_1, task3, task0]),
organization=BaseOrganization(team_list=[team],
factory_list=[factory]),
time=10,
cost_list=[10],
)
project.initialize()
# project.product = BaseProduct([c3, c1, c2])
# project.workflow = BaseWorkflow([task1_1, task1_2, task2_1, task3])
# project.organization = BaseOrganization(team_list=[team], factory_list=[factory])
return project
def dummy_place_check():
c3 = BaseComponent("c3", space_size=1.0)
c1 = BaseComponent("c1", space_size=1.0)
c2 = BaseComponent("c2", space_size=1.0)
task1 = BaseTask("t1", need_facility=True)
task2 = BaseTask("t2", need_facility=True)
task3 = BaseTask("t3", need_facility=True)
c1.append_targeted_task(task1)
c2.append_targeted_task(task2)
c3.append_targeted_task(task3)
# Facilities in factory
f1 = BaseFacility("f1")
f1.solo_working = True
f1.workamount_skill_mean_map = {
task1.name: 1.0,
task2.name: 1.0,
task3.name: 1.0,
}
f2 = BaseFacility("f2")
f2.solo_working = True
f2.workamount_skill_mean_map = {
task1.name: 1.0,
task2.name: 1.0,
task3.name: 1.0,
}
# Factory in BaseOrganization
factory = BaseFactory("factory", facility_list=[f1, f2])
factory.extend_targeted_task_list([task1, task2, task3])
# BaseTeams in BaseOrganization
team = BaseTeam("team")
team.extend_targeted_task_list([task1, task2, task3])
# BaseResources in each BaseTeam
w1 = BaseWorker("w1", team_id=team.ID, cost_per_time=10.0)
w1.workamount_skill_mean_map = {
task1.name: 1.0,
task2.name: 1.0,
task3.name: 1.0,
}
w1.facility_skill_map = {f1.name: 1.0}
team.worker_list.append(w1)
w2 = BaseWorker("w2", team_id=team.ID, cost_per_time=6.0)
w2.workamount_skill_mean_map = {
task1.name: 1.0,
task2.name: 1.0,
task3.name: 1.0,
}
w2.facility_skill_map = {f2.name: 1.0}
team.worker_list.append(w2)
# BaseProject including BaseProduct, BaseWorkflow and Organization
project = BaseProject(
init_datetime=datetime.datetime(2020, 4, 1, 8, 0, 0),
unit_timedelta=datetime.timedelta(days=1),
product=BaseProduct([c1, c2, c3]),
workflow=BaseWorkflow([task1, task2, task3]),
organization=BaseOrganization(team_list=[team],
factory_list=[factory]),
)
return project
def dummy_conveyor_project_with_child_component():
"""dummy_conveyor_project_with_child_component."""
c1_1 = BaseComponent("c1_1")
c1_2 = BaseComponent("c1_2")
c2_1 = BaseComponent("c2_1")
c2_2 = BaseComponent("c2_2")
c3_1 = BaseComponent("c3_1")
c3_2 = BaseComponent("c3_2")
c1_2.append_child_component(c1_1)
c2_2.append_child_component(c2_1)
c3_2.append_child_component(c3_1)
taskA1 = BaseTask("A1", need_facility=True, default_work_amount=6)
taskA2 = BaseTask("A2", need_facility=True, default_work_amount=2)
taskA3 = BaseTask("A3", need_facility=True, default_work_amount=2)
taskB1 = BaseTask("B1", need_facility=True, default_work_amount=2)
taskB2 = BaseTask("B2", need_facility=True, default_work_amount=7)
taskB3 = BaseTask("B3", need_facility=True, default_work_amount=2)
c1_1.append_targeted_task(taskA1)
c1_2.append_targeted_task(taskB1)
c2_1.append_targeted_task(taskA2)
c2_2.append_targeted_task(taskB2)
c3_1.append_targeted_task(taskA3)
c3_2.append_targeted_task(taskB3)
taskB1.append_input_task(taskA1)
taskB2.append_input_task(taskA2)
taskB3.append_input_task(taskA3)
f1 = BaseFacility("f1")
f1.workamount_skill_mean_map = {
taskA1.name: 1.0,
taskA2.name: 1.0,
taskA3.name: 1.0,
}
f2 = BaseFacility("f2")
f2.workamount_skill_mean_map = {
taskA1.name: 1.0,
taskA2.name: 1.0,
taskA3.name: 1.0,
}
f3 = BaseFacility("f3")
f3.workamount_skill_mean_map = {
taskB1.name: 1.0,
taskB2.name: 1.0,
taskB3.name: 1.0,
}
f4 = BaseFacility("f4")
f4.workamount_skill_mean_map = {
taskB1.name: 1.0,
taskB2.name: 1.0,
taskB3.name: 1.0,
}
# Workplace in BaseOrganization
wp1 = BaseWorkplace("workplace1", facility_list=[f1], max_space_size=1.0)
wp1.extend_targeted_task_list([taskA1, taskA2, taskA3])
wp2 = BaseWorkplace("workplace2", facility_list=[f2], max_space_size=2.0)
wp2.extend_targeted_task_list([taskA1, taskA2, taskA3])
wp3 = BaseWorkplace("workplace3", facility_list=[f3], max_space_size=4.0)
wp3.extend_targeted_task_list([taskB1, taskB2, taskB3])
wp4 = BaseWorkplace("workplace4", facility_list=[f4], max_space_size=4.0)
wp4.extend_targeted_task_list([taskB1, taskB2, taskB3])
wp3.append_input_workplace(wp1)
wp4.append_input_workplace(wp2)
# BaseTeams in BaseOrganization
team = BaseTeam("team")
team_list = [team]
team.extend_targeted_task_list(
[taskA1, taskA2, taskA3, taskB1, taskB2, taskB3])
# BaseWorkers in each BaseTeam
w1 = BaseWorker("w1", team_id=team.ID)
w1.workamount_skill_mean_map = {
taskA1.name: 1.0,
taskA2.name: 1.0,
taskA3.name: 1.0,
}
w1.facility_skill_map = {f1.name: 1.0}
team.add_worker(w1)
w2 = BaseWorker("w2", team_id=team.ID)
w2.workamount_skill_mean_map = {
taskA1.name: 1.0,
taskA2.name: 1.0,
taskA3.name: 1.0,
}
w2.facility_skill_map = {f2.name: 1.0}
team.add_worker(w2)
w3 = BaseWorker("w3", team_id=team.ID)
w3.workamount_skill_mean_map = {
taskB1.name: 1.0,
taskB2.name: 1.0,
taskB3.name: 1.0,
}
w3.facility_skill_map = {f3.name: 1.0}
team.add_worker(w3)
w4 = BaseWorker("w4", team_id=team.ID)
w4.workamount_skill_mean_map = {
taskB1.name: 1.0,
taskB2.name: 1.0,
taskB3.name: 1.0,
}
w4.facility_skill_map = {f4.name: 1.0}
team.add_worker(w4)
workplace_list = [wp1, wp2, wp3, wp4]
# BaseProject including BaseProduct, BaseWorkflow and Organization
project = BaseProject(
init_datetime=datetime.datetime(2021, 8, 20, 8, 0, 0),
unit_timedelta=datetime.timedelta(days=1),
product=BaseProduct([c1_1, c1_2, c2_1, c2_2, c3_1, c3_2]),
workflow=BaseWorkflow([taskA1, taskA2, taskA3, taskB1, taskB2,
taskB3]),
organization=BaseOrganization(team_list, workplace_list),
)
return project
def project_for_checking_space_judge(cope="function"):
"""project_for_checking_space_judge."""
project = BaseProject(
init_datetime=datetime.datetime(2021, 4, 2, 8, 0, 0),
unit_timedelta=datetime.timedelta(minutes=1),
)
# Components in Product
a = BaseComponent("a")
b = BaseComponent("b")
# Register Product including Components in Project
project.product = BaseProduct([a, b])
# Tasks in Workflow
# define work_amount and whether or not to need facility for each task
task_a = BaseTask(
"task_a",
need_facility=True,
worker_priority_rule=ResourcePriorityRuleMode.HSV,
default_work_amount=2,
)
task_b = BaseTask(
"task_b",
need_facility=True,
worker_priority_rule=ResourcePriorityRuleMode.HSV,
default_work_amount=2,
)
# Register Workflow including Tasks in Project
project.workflow = BaseWorkflow([task_a, task_b])
# workplace in workplace model
# define max_space_size which decide how many components can be placed
workplace1 = BaseWorkplace("workplace1", max_space_size=3.0)
workplace2 = BaseWorkplace("workplace2", max_space_size=3.0)
# facility in workplace model
# define workplace_id (each facility is placed which workplace) and cost_per_time
machine1 = BaseFacility("machine1",
workplace_id=workplace1.ID,
cost_per_time=10,
solo_working=True)
machine2 = BaseFacility("machine2",
workplace_id=workplace2.ID,
cost_per_time=10,
solo_working=True)
# define each facility task skill value
machine1.workamount_skill_mean_map = {task_a.name: 1.0, task_b.name: 1.0}
machine2.workamount_skill_mean_map = {task_a.name: 1.0, task_b.name: 1.0}
# define facilities belonging to wach workplace
workplace1.add_facility(machine1)
workplace2.add_facility(machine2)
# Team in team mode
team = BaseTeam("factory_A")
# worker in team model
# define cost_per_time and add each worker to the relevant team
w1 = BaseWorker("w1", cost_per_time=10.0)
team.add_worker(w1)
w2 = BaseWorker("w2", cost_per_time=10.0)
team.add_worker(w2)
# define each worker task skill value
# (Set the skill value of an average worker as 1.0)
w1.workamount_skill_mean_map = {task_a.name: 1.0, task_b.name: 1.0}
w2.workamount_skill_mean_map = {task_a.name: 1.0, task_b.name: 1.0}
# define each worker facility skill value
w1.facility_skill_map = {machine1.name: 1.0}
w2.facility_skill_map = {machine2.name: 1.0}
# Register Organization including Team in Project
team_list = [team]
workplace_list = [workplace1, workplace2]
project.organization = BaseOrganization(team_list, workplace_list)
# Component <-> Task
a.append_targeted_task(task_a)
b.append_targeted_task(task_b)
# Team <-> Task
team.extend_targeted_task_list([task_a, task_b])
# Workplace <-> Task
workplace1.extend_targeted_task_list([task_a, task_b])
workplace2.extend_targeted_task_list([task_a, task_b])
return project