def main():
# Logging: https://fangpenlin.com/posts/2012/08/26/good-logging-practice-in-python/
# or maybe http://www.patricksoftwareblog.com/python-logging-tutorial/
logger = logging.getLogger(__name__)
logging.basicConfig(level=logging.INFO)
logging.info('Start reading database')
# read database here
records = {'john': 55, 'tom': 66}
logger.debug('Records: %s', records)
logger.info('Updating records ...')
# update records here
logger.info('Finish updating records')
# setupLogging()
# Make spacecrafts
Cygnus1 = Cygnus()
spacecraftsDict["Cygnus1"] = Cygnus1
VerneATV1 = VerneATV()
spacecraftsDict["VerneATV1"] = VerneATV1
Progress1 = Progress()
spacecraftsDict["Progress1"] = Progress1
Kounotori1 = Kounotori()
spacecraftsDict["Kounotori1"] = Kounotori1
print(spacecraftsDict)
with open('Cargolist1.json') as cargolistFile1:
cargolist1 = json.load(cargolistFile1)
### SORT CARGOLIST ###
# Unpack
cargolist1 = sortmeth.unpack(cargolist1)
# Weight
# cargolist1 = sortmeth.sortWeight(cargolist1)
# Density
cargolist1 = sortmeth.sortDensity(cargolist1)
# Random
# cargolist1 = sortmeth.sortRandom(cargolist1)
# cargoOnlyWeightLeftAircraft(cargolist1)
cargoMostDensityLeftAircraft(cargolist1)
# cargoRandom(cargolist1)
#inf.infoCargoGround(cargolist1)
# Display Spacecrafts
for Spacecraft in spacecraftsList:
Spacecraft.displaySpacecraft()
def main():
# Make spacecrafts
# heel makkelijk aan te passen hoe veel je van elk soort wil maken
Cygnuslist = [Cygnus() for i in range(1)]
spacecraftsList.extend(Cygnuslist)
VerneATVlist = [VerneATV() for i in range(1)]
spacecraftsList.extend(VerneATVlist)
Progresslist = [Progress() for i in range(1)]
spacecraftsList.extend(Progresslist)
Kounotorilist = [Kounotori() for i in range(1)]
spacecraftsList.extend(Kounotorilist)
with open('Cargolist1.json') as cargolistFile1:
cargolist1 = json.load(cargolistFile1)
### SORT CARGOLIST ###
# Unpack
cargolist1 = sortmeth.unpack(cargolist1)
# Weight
# cargolist1 = sortmeth.sortWeight(cargolist1)
# Density
cargolist1 = sortmeth.sortDensity(cargolist1)
# Random
# cargolist1 = sortmeth.sortRandom(cargolist1)
# cargoOnlyWeightLeftAircraft(cargolist1)
cargoMostDensityLeftAircraft(cargolist1)
# cargoRandom(cargolist1)
# Display Spacecrafts
for Spacecraft in spacecraftsList:
Spacecraft.displaySpacecraft()
inf.infoCargoGround(cargolist1)
hillClimber(cargolist1, spacecraftsList)
# Display Spacecrafts
for Spacecraft in spacecraftsList:
Spacecraft.displaySpacecraft()
# ter vergelijking na hillclimber
inf.infoCargoGround(cargolist1)
def main():
setupLogging()
# Make spacecrafts
Cygnus1 = Cygnus()
spacecraftsList.append(Cygnus1)
VerneATV1 = VerneATV()
spacecraftsList.append(VerneATV1)
Progress1 = Progress()
spacecraftsList.append(Progress1)
Kounotori1 = Kounotori()
spacecraftsList.append(Kounotori1)
with open('Cargolist1.json') as cargolistFile1:
cargolist1 = json.load(cargolistFile1)
### SORT CARGOLIST ###
# Unpack
cargolist1 = sortmeth.unpack(cargolist1)
# Weight
# cargolist1 = sortmeth.sortWeight(cargolist1)
# Density
cargolist1 = sortmeth.sortDensity(cargolist1)
# Random
# cargolist1 = sortmeth.sortRandom(cargolist1)
# cargoOnlyWeightLeftAircraft(cargolist1)
cargoMostDensityLeftAircraft(cargolist1)
# cargoRandom(cargolist1)
#inf.infoCargoGround(cargolist1)
# Display Spacecrafts
for Spacecraft in spacecraftsList:
Spacecraft.displaySpacecraft()
hillClimber(cargolist1, spacecraftsList)
def main():
# load cargolist
with open('cargolist1.json') as cargolist1:
cargolist1 = json.load(cargolist1)
for j in range(3):
# Make spacecrafts
# heel makkelijk aan te passen hoe veel je van elk soort wil maken
Cygnuslist = [
Spacecraft("Cygnus" + str(i), 18.9, 2000, 0, "USA")
for i in range(1)
]
spacecraftsFleet.extend(Cygnuslist)
VerneATVlist = [
Spacecraft("VerneATV" + str(i), 13.1, 2300, 0, "Europe")
for i in range(1)
]
spacecraftsFleet.extend(VerneATVlist)
Progresslist = [
Spacecraft("Progress" + str(i), 7.6, 2400, 0, "Russia")
for i in range(1)
]
spacecraftsFleet.extend(Progresslist)
Kounotorilist = [
Spacecraft("Kounotori" + str(i), 14, 5200, 0, "Japan")
for i in range(1)
]
spacecraftsFleet.extend(Kounotorilist)
# edit cargolist
cargolist1 = sortmeth.unpack(cargolist1)
# hillClimber(cargolist, cargolistordering, spacecraftordering, spacecraftsFleet)
hillClimber(cargolist1, 'density', 'density', "m3")
import json
from pyeasyga import pyeasyga
import sortingmethods as sortmeth
weightcap, volumecap = 5200, 14
# setup data
with open('cargolist1.json') as cargolist:
data = json.load(cargolist)
data = sortmeth.unpack(data)
data = sortmeth.sortDensity(data)
data = data
ga = pyeasyga.GeneticAlgorithm(data) # initialise the GA with data
ga.population_size = 200 # increase population size to 200 (default value is 50)
# define a fitness function
def fitness(individual, data):
weight, volume, price = 0, 0, 0
for (selected, item) in zip(individual, data):
if selected:
weight += item["kgs"]
volume += item["m3"]
price += item["m3"]
if weight > weightcap or volume > volumecap:
price = 0
return price
def main():
# Open resultloggerfile
with open('GreedyDensity-Hillclimber.csv', 'ab') as csvFile:
writer = csv.writer(csvFile, delimiter=',')
writer.writerow([
'Algorithm(s)', 'Round', 'Iteration', 'Swaps', 'KgsOnGround',
'M3OnGround'
])
for j in range(1):
# load cargolist
with open('cargolist1.json', 'r') as cargolist1:
cargolist1 = json.load(cargolist1)
# Make spacecrafts
# heel makkelijk aan te passen hoe veel je van elk soort wil maken
Cygnuslist = [
Spacecraft("Cygnus" + str(i), 18.9, 2000, 0, "USA")
for i in range(1)
]
spacecraftsFleet.extend(Cygnuslist)
VerneATVlist = [
Spacecraft("VerneATV" + str(i), 13.1, 2300, 0, "Europe")
for i in range(1)
]
spacecraftsFleet.extend(VerneATVlist)
Progresslist = [
Spacecraft("Progress" + str(i), 7.6, 2400, 0, "Russia")
for i in range(1)
]
spacecraftsFleet.extend(Progresslist)
Kounotorilist = [
Spacecraft("Kounotori" + str(i), 14, 5200, 0, "Japan")
for i in range(1)
]
spacecraftsFleet.extend(Kounotorilist)
# edit cargolist
cargolist2 = sortmeth.unpack(cargolist1)
# # Metadata to use for logging (metadata is a dict with the total m3, kgs, number of cargo on ground)
# # DIT GAAN WE LATER NOG VERANDEREN, IS NU TIJDELIJK OM LOGGER TE TESTEN
metadata1 = (cargo for cargo in cargolist1
if cargo["id"] == "MetaDataOnGround").next()
metadata2 = (cargo for cargo in cargolist2
if cargo["id"] == "MetaDataOnGround").next()
# # Write to output a new round of testing a combination of algorithms
# writer.writerow(['GreedyDensity-Hillclimber',j, None, None, metadata['kgs'], metadata['m3']])
# hillClimber(cargolist, cargolistordering, spacecraftordering, spacecraftsFleet)
hillClimber(cargolist2, 'density', 'density', "m3", csvFile,
writer, j)
# hillClimber(cargolist1, 'random', 'random', "m3")
# anneal(cargolist1, 'density', 'density', "m3")
# anneal(cargolist1, 'random', 'random', "m3")
# # Display Spacecrafts
# for Spacecraft in spacecraftsFleet:
# Spacecraft.displaySpacecraft()
# ter vergelijking na hillclimber
#inf.infoCargoGround(cargolist1)
# Close CSV File
csvFile.close()