def schedulerLargeValuesPerf(plant, orderList, testNum):
machines = plant.machines[:]
orders = orderList.orders[:]
pprint(
"PERF Starting benchmark test " + str(testNum) + " with large values",
BLUE)
orderList.orders = orders[:6]
plant.machines = machines[:]
largeValuesTimes = [0]
for i in range(1, 10):
pprint("PERF Large Value = " + str(i * 4), BLUE)
for o in orderList.orders:
o.deadline *= 4
for r in o.recipe.recipe:
r[1] *= 4
scheduler = Scheduler(plant, orderList)
t = time()
scheduler.start()
t = time() - t
largeValuesTimes.append(t)
pprint("PERF Time = " + str(t), GREEN)
try:
from thirdparty.CairoPlot import dot_line_plot
except:
pprint("PERF Will not output to graph.", RED)
return
dot_line_plot(
path.join("benchmarks", "largevalues-" + str(testNum)) + ".ps",
largeValuesTimes, 800, 800, (255, 255, 255), 5, True, True, True, None,
None, None, None)
def simulatorOrdersPerf(plant, orderList, testNum):
machines = plant.machines[:]
orders = orderList.orders[:]
pprint(
"PERF Starting simulator benchmark test " + str(testNum) +
" on orders", BLUE)
orderList.orders = []
plant.machines = machines[:]
times = [0]
for i in range(1, len(orders) + 1):
pprint("PERF Number of orders = " + str(i), BLUE)
orderList.orders = orders[:i]
optimizer = Optimizer(plant, orderList, Simulator(plant),
Evaluator(plant))
schedule = optimizer.initialIndividual()
t = time()
simulator = Simulator(plant)
simulator.simulate(schedule)
t = time() - t
times.append(t)
pprint("PERF Time = " + str(t), GREEN)
try:
from thirdparty.CairoPlot import dot_line_plot
except:
pprint("PERF Will not output to graph.", RED)
return
dot_line_plot(
path.join("benchmarks", "simulator-orders-" + str(testNum)) + FORMAT,
times, 800, 800, (255, 255, 255), 5, True, True, True, None, None,
None, None)
def schedulerOrdersPerf(plant, orderList, testNum):
machines = plant.machines[:]
orders = orderList.orders[:]
pprint("PERF Starting benchmark test " + str(testNum) + " on orders", BLUE)
orderList.orders = []
plant.machines = machines[:]
ordertimes = [0]
for i in range(1, len(orders) + 1):
pprint("PERF Number of orders = " + str(i), BLUE)
orderList.orders = orders[:i]
scheduler = Scheduler(plant, orderList)
t = time()
scheduler.start()
t = time() - t
ordertimes.append(t)
pprint("PERF Time = " + str(t), GREEN)
try:
from thirdparty.CairoPlot import dot_line_plot
except:
pprint("PERF Will not output to graph.", RED)
return
dot_line_plot(
path.join("benchmarks", "orders-" + str(testNum)) + ".ps", ordertimes,
800, 800, (255, 255, 255), 5, True, True, True, None, None, None, None)
def optimizerMachinesPerf(plant, orderList, testNum):
machines = plant.machines[:]
orders = orderList.orders[:]
pprint(
"PERF Starting optimizer benchmark test " + str(testNum) +
" on machines", BLUE)
orderList.orders = orders[:]
recipes = []
for o in orderList.orders:
recipes.append(o.recipe.recipe[:])
o.recipe.recipe = []
plant.machines = []
times = [0]
for i in range(1, len(machines) + 1):
pprint("PERF Number of machines = " + str(i), BLUE)
plant.machines = machines[:i]
for j, o in enumerate(orderList.orders):
o.recipe.recipe = recipes[j][:i]
optimizer = Optimizer(plant, orderList, Simulator(plant),
Evaluator(plant))
optimizer.populationSize = 10
optimizer.iterations = 10
optimizer.indivMutationRate = 0.5
optimizer.selectionRate = 0.5
optimizer.mutationRange = 10
t = time()
optimizer.run()
t = time() - t
t -= optimizer.simulatorTime
times.append(t)
pprint("PERF Time = " + str(t), GREEN)
try:
from thirdparty.CairoPlot import dot_line_plot
except:
pprint("PERF Will not output to graph.", RED)
return
dot_line_plot(
path.join("benchmarks", "optimizer-machines-" + str(testNum)) + FORMAT,
times, 800, 800, (255, 255, 255), 5, True, True, True, None, None,
None, None)
def plotCairoPlot(self):
try:
from thirdparty.CairoPlot import dot_line_plot
except:
pprint("PERF Will not output to graph. Install CairoPlot.", RED)
return
dot_line_plot(
path.join(
"benchmarks", self.prefix + "-" + self.testName + "-" +
str(self.testNumber)) + ".png", self.cairoPlotTimes, 800, 800,
(255, 255, 255), 5, True, True, True, None, None, None, None)
dot_line_plot(
path.join(
"benchmarks", self.prefix + "-" + self.testName + "-" +
str(self.testNumber)) + ".ps", self.cairoPlotTimes, 800, 800,
(255, 255, 255), 5, True, True, True, None, None, None, None)
def optimizerLargeValuesPerf(plant, orderList, testNum):
machines = plant.machines[:]
orders = orderList.orders[:]
pprint(
"PERF Starting optimizer benchmark test " + str(testNum) +
" with large values", BLUE)
orderList.orders = orders[:6]
plant.machines = machines[:]
times = [0]
val = 2
for i in range(1, 6):
pprint("PERF Large Value = " + str(i * val), BLUE)
for o in orderList.orders:
o.deadline *= val
for r in o.recipe.recipe:
r[1] *= val
optimizer = Optimizer(plant, orderList, Simulator(plant),
Evaluator(plant))
optimizer.populationSize = 5
optimizer.iterations = 5
optimizer.indivMutationRate = 0.5
optimizer.selectionRate = 0.5
optimizer.mutationRange = 500
t = time()
optimizer.run()
t = time() - t
t -= optimizer.simulatorTime
times.append(t)
pprint("PERF Time = " + str(t), GREEN)
try:
from thirdparty.CairoPlot import dot_line_plot
except:
pprint("PERF Will not output to graph.", RED)
return
dot_line_plot(
path.join("benchmarks", "optimizer-largevalues-" + str(testNum)) +
FORMAT, times, 800, 800, (255, 255, 255), 5, True, True, True, None,
None, None, None)
def simulatorLargeValuesPerf(plant, orderList, testNum):
machines = plant.machines[:]
orders = orderList.orders[:]
pprint(
"PERF Starting simulator benchmark test " + str(testNum) +
" with large values", BLUE)
orderList.orders = orders[:]
plant.machines = machines[:]
times = [0]
val = 4
for i in range(1, 7):
pprint("PERF Large Value = " + str(i * val), BLUE)
for o in orderList.orders:
o.deadline *= val
for r in o.recipe.recipe:
r[1] *= val
optimizer = Optimizer(plant, orderList, Simulator(plant),
Evaluator(plant))
schedule = optimizer.initialIndividual()
t = time()
simulator = Simulator(plant)
simulator.simulate(schedule)
t = time() - t
times.append(t)
pprint("PERF Time = " + str(t), GREEN)
try:
from thirdparty.CairoPlot import dot_line_plot
except:
pprint("PERF Will not output to graph.", RED)
return
dot_line_plot(
path.join("benchmarks", "simulator-largevalues-" + str(testNum)) +
FORMAT, times, 800, 800, (255, 255, 255), 5, True, True, True, None,
None, None, None)
def schedulerMachinesPerf(plant, orderList, testNum):
machines = plant.machines[:]
orders = orderList.orders[:]
pprint(
"PERF Starting scheduler benchmark test " + str(testNum) +
" on machines", BLUE)
orderList.orders = orders[:]
recipes = []
for o in orderList.orders:
recipes.append(o.recipe.recipe[:])
o.recipe.recipe = []
plant.machines = []
times = [0]
for i in range(1, len(machines) + 1):
pprint("PERF Number of machines = " + str(i), BLUE)
plant.machines = machines[:i]
for j, o in enumerate(orderList.orders):
o.recipe.recipe = recipes[j][:i]
scheduler = Scheduler(plant, orderList)
t = time()
scheduler.start()
t = time() - t
times.append(t)
pprint("PERF Time = " + str(t), GREEN)
try:
from thirdparty.CairoPlot import dot_line_plot
except:
pprint("PERF Will not output to graph.", RED)
return
dot_line_plot(
path.join("benchmarks", "scheduler-machines-" + str(testNum)) + FORMAT,
times, 800, 800, (255, 255, 255), 5, True, True, True, None, None,
None, None)
def optimizerMutationRangePerf(plant, orderList, testNum):
machines = plant.machines[:]
orders = orderList.orders[:]
pprint(
"PERF Starting optimizer benchmark test " + str(testNum) +
" on mutation range", BLUE)
orderList.orders = orders[:]
plant.machines = machines[:]
times = [0]
for i in range(10, 200, 20):
pprint("PERF Selection rate = " + str(i), BLUE)
optimizer = Optimizer(plant, orderList, Simulator(plant),
Evaluator(plant))
optimizer.populationSize = 5
optimizer.iterations = 5
optimizer.indivMutationRate = 0.5
optimizer.selectionRate = 0.5
optimizer.mutationRange = i
t = time()
optimizer.run()
t = time() - t
t -= optimizer.simulatorTime
times.append(t)
pprint("PERF Time = " + str(t), GREEN)
try:
from thirdparty.CairoPlot import dot_line_plot
except:
pprint("PERF Will not output to graph.", RED)
return
dot_line_plot(
path.join("benchmarks", "optimizer-mutationrange-" + str(testNum)) +
FORMAT, times, 800, 800, (255, 255, 255), 5, True, True, True, None,
None, None, None)
