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Pass facility assignment. Add vrp assignment.

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This commit is contained in:
Felix Martin
2020-01-06 16:45:48 -05:00
parent 18a7f784c3
commit 13104943ca
73 changed files with 9898 additions and 6 deletions
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35
facility/facility.py
View File

@@ -261,7 +261,7 @@ class Solution(object):
self.cost += delta
if not_connected:
logging.info("Not all customers connected. Restore.")
logging.debug("Not all customers connected. Restore.")
elif self.cost < original_cost:
delta = original_cost - self.cost
logging.info(f"Close {facility} resulted in improvement {delta}.")
@@ -276,7 +276,29 @@ class Solution(object):
assert(abs(original_cost - self.cost) < EPSILON)
def open_facility(self, facility):
pass
raise Exception("Has bugs!")
logging.debug(f"Open {facility}.")
original_cost = self.cost
self.cost += facility.set_open()
delta, not_connected = self.reconnect_greedy(self.cs)
self.cost += delta
if not_connected:
logging.debug("Not all customers connected. Restore.")
elif self.cost < original_cost:
delta = original_cost - self.cost
logging.info(f"Open {facility} resulted in improvement {delta}.")
return
else:
logging.debug(f"No improvement. Restore.")
self.cost += facility.remove_all_and_close()
delta, not_connected = self.reconnect_greedy(self.cs)
self.cost += delta
assert(not not_connected)
assert(abs(original_cost - self.cost) < EPSILON)
def local_search(self):
fs = [f for f in self.fs if f.is_open]
@@ -285,9 +307,10 @@ class Solution(object):
for f in fs:
self.close_facility(f)
#fs = [f for f in self.fs if not f.is_open]
#fs.sort(key=lambda f: f.setup_cost)
#for
# fs = [f for f in self.fs if not f.is_open]
# fs.sort(key=lambda f: f.setup_cost)
# for f in fs:
# self.open_facility(f)
def solve_it(input_data):
@@ -304,7 +327,7 @@ def solve_it(input_data):
def main():
file_location = "data/fl_100_7"
file_location = "data/fl_100_1"
with open(file_location, 'r') as input_data_file:
input_data = input_data_file.read()
print(solve_it(input_data))

8
vrp/_coursera Normal file
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@@ -0,0 +1,8 @@
kHSr0lxGEeaSAQoIpI0kiQ
Vehicle Routing
Q7wCC, ./data/vrp_16_3_1, solver.py, Vehicle Routing Problem 1
5c314, ./data/vrp_26_8_1, solver.py, Vehicle Routing Problem 2
nUAU4, ./data/vrp_51_5_1, solver.py, Vehicle Routing Problem 3
QQs4z, ./data/vrp_101_10_1, solver.py, Vehicle Routing Problem 4
EV1zA, ./data/vrp_200_16_1, solver.py, Vehicle Routing Problem 5
5U5So, ./data/vrp_421_41_1, solver.py, Vehicle Routing Problem 6

102
vrp/data/vrp_101_10_1 Normal file
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102
vrp/data/vrp_101_11_1 Normal file
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88
vrp/solver.py Executable file
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#!/usr/bin/python
# -*- coding: utf-8 -*-
import math
from collections import namedtuple
Customer = namedtuple("Customer", ['index', 'demand', 'x', 'y'])
def length(customer1, customer2):
return math.sqrt((customer1.x - customer2.x)**2 + (customer1.y - customer2.y)**2)
def solve_it(input_data):
# Modify this code to run your optimization algorithm
# parse the input
lines = input_data.split('\n')
parts = lines[0].split()
customer_count = int(parts[0])
vehicle_count = int(parts[1])
vehicle_capacity = int(parts[2])
customers = []
for i in range(1, customer_count+1):
line = lines[i]
parts = line.split()
customers.append(Customer(i-1, int(parts[0]), float(parts[1]), float(parts[2])))
#the depot is always the first customer in the input
depot = customers[0]
# build a trivial solution
# assign customers to vehicles starting by the largest customer demands
vehicle_tours = []
remaining_customers = set(customers)
remaining_customers.remove(depot)
for v in range(0, vehicle_count):
# print "Start Vehicle: ",v
vehicle_tours.append([])
capacity_remaining = vehicle_capacity
while sum([capacity_remaining >= customer.demand for customer in remaining_customers]) > 0:
used = set()
order = sorted(remaining_customers, key=lambda customer: -customer.demand)
for customer in order:
if capacity_remaining >= customer.demand:
capacity_remaining -= customer.demand
vehicle_tours[v].append(customer)
# print ' add', ci, capacity_remaining
used.add(customer)
remaining_customers -= used
# checks that the number of customers served is correct
assert sum([len(v) for v in vehicle_tours]) == len(customers) - 1
# calculate the cost of the solution; for each vehicle the length of the route
obj = 0
for v in range(0, vehicle_count):
vehicle_tour = vehicle_tours[v]
if len(vehicle_tour) > 0:
obj += length(depot,vehicle_tour[0])
for i in range(0, len(vehicle_tour)-1):
obj += length(vehicle_tour[i],vehicle_tour[i+1])
obj += length(vehicle_tour[-1],depot)
# prepare the solution in the specified output format
outputData = '%.2f' % obj + ' ' + str(0) + '\n'
for v in range(0, vehicle_count):
outputData += str(depot.index) + ' ' + ' '.join([str(customer.index) for customer in vehicle_tours[v]]) + ' ' + str(depot.index) + '\n'
return outputData
import sys
if __name__ == '__main__':
import sys
if len(sys.argv) > 1:
file_location = sys.argv[1].strip()
with open(file_location, 'r') as input_data_file:
input_data = input_data_file.read()
print(solve_it(input_data))
else:
print('This test requires an input file. Please select one from the data directory. (i.e. python solver.py ./data/vrp_5_4_1)')

456
vrp/submit.py Executable file
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#!/usr/bin/python
# -*- coding: utf-8 -*-
from __future__ import print_function
import json
import time
import os
from collections import namedtuple
# Python 2/3 compatibility
# Python 2:
try:
from urlparse import urlparse
from urllib import urlencode
from urllib2 import urlopen, Request, HTTPError
except:
pass
# Python 3:
try:
from urllib.parse import urlparse, urlencode
from urllib.request import urlopen, Request
from urllib.error import HTTPError
except:
pass
import sys
# Python 2:
if sys.version_info < (3, 0):
def input(str):
return raw_input(str)
# Python 3, backward compatibility with unicode test
if sys.version_info >= (3, 0):
unicode = type(str)
version = '1.0.0'
submitt_url = \
'https://www.coursera.org/api/onDemandProgrammingScriptSubmissions.v1'
Metadata = namedtuple("Metadata", ['assignment_key', 'name', 'part_data'])
Part = namedtuple("Part", ['id', 'input_file', 'solver_file', 'name'])
def load_metadata(metadata_file_name='_coursera'):
'''
Parses an assignment metadata file
Args:
metadata_file_name (str): location of the metadata file
Returns:
metadata as a named tuple structure
'''
if not os.path.exists(metadata_file_name):
print('metadata file "%s" not found' % metadata_file_name)
quit()
try:
with open(metadata_file_name, 'r') as metadata_file:
url = metadata_file.readline().strip()
name = metadata_file.readline().strip()
part_data = []
for line in metadata_file.readlines():
if ',' in line:
line_parts = line.split(',')
line_parts = [x.strip() for x in line_parts]
assert(len(line_parts) == 4)
part_data.append(Part(*line_parts))
if len(url) <= 0:
print('Empty url in _coursera file: %s' % metadata_file_name)
quit()
if len(name) <= 0:
print('Empty assignment name in _coursera file: %s' % metadata_file_name)
quit()
except Exception as e:
print('problem parsing assignment metadata file')
print('exception message:')
print(e)
quit()
return Metadata(url, name, part_data)
def part_prompt(problems):
'''
Prompts the user for which parts of the assignment they would like to
submit.
Args:
problems: a list of assignment problems
Returns:
the selected subset of problems
'''
count = 1
print('Hello! These are the assignment parts that you can submit:')
for i, problem in enumerate(problems):
print(str(count) + ') ' + problem.name)
count += 1
print('0) All')
part_text = input('Please enter which part(s) you want to submit (0-%d): ' % (count-1))
selected_problems = []
selected_models = []
for item in part_text.split(','):
try:
i = int(item)
except:
print('Skipping input "' + item + '". It is not an integer.')
continue
if i >= count or i < 0:
print('Skipping input "' + item + '". It is out of the valid range (0-%d).' % (count-1))
continue
if i == 0:
selected_problems.extend(problems)
continue
if i <= len(problems):
selected_problems.append(problems[i-1])
if len(selected_problems) <= 0:
print('No valid assignment parts identified. Please try again. \n')
return part_prompt(problems)
else:
return selected_problems
def compute(metadata, solver_file_override=None):
'''
Determines which assignment parts the student would like to submit.
Then computes his/her answers to those assignment parts
Args:
metadata: the assignment metadata
solver_file_override: an optional model file to override the metadata
default
Returns:
a dictionary of results in the format Coursera expects
'''
if solver_file_override is not None:
print('Overriding solver file with: '+solver_file_override)
selected_problems = part_prompt(metadata.part_data)
results = {}
#submission needs empty dict for every assignment part
results.update({prob_data.id : {} for prob_data in metadata.part_data})
for problem in selected_problems:
if solver_file_override != None:
solver_file = solver_file_override
else:
solver_file = problem.solver_file
if not os.path.isfile(solver_file):
print('Unable to locate assignment file "%s" in the current working directory.' % solver_file)
continue
# if a relative path is given, add that patth to system path so import will work
if os.path.sep in solver_file:
split = solver_file.rfind(os.path.sep)
path = solver_file[0:split]
file_name = solver_file[split+1:]
sys.path.insert(0, path)
solver_file = file_name
submission = output(problem.input_file, solver_file)
if submission != None:
results[problem.id] = {'output':submission}
print('\n== Computations Complete ...')
return results
def load_input_data(file_location):
with open(file_location, 'r') as input_data_file:
input_data = ''.join(input_data_file.readlines())
return input_data
def output(input_file, solver_file):
'''
Attempts to execute solve_it locally on a given input file.
Args:
input_file: the assignment problem data of interest
solver_file: a python file containing the solve_it function
Returns:
the submission string in a format that the grader expects
'''
try:
pkg = __import__(solver_file[:-3]) # remove '.py' extension
if not hasattr(pkg, 'solve_it'):
print('the solve_it() function was not found in %s' % solver_file)
quit()
except ImportError:
print('import error with python file "%s".' % solver_file)
quit()
solution = ''
start = time.clock()
try:
solution = pkg.solve_it(load_input_data(input_file))
except Exception as e:
print('the solve_it(input_data) method from solver.py raised an exception')
print('try testing it with python ./solver.py before running this submission script')
print('exception message:')
print(str(e))
print('')
return 'Local Exception =('
end = time.clock()
if not (isinstance(solution, str) or isinstance(solution, unicode)):
print('Warning: the solver did not return a string. The given object will be converted with the str() method.')
solution = str(solution)
print('Submitting: ')
print(solution)
return solution.strip() + '\n' + str(end - start)
def login_dialog(assignment_key, results, credentials_file_location = '_credentials'):
'''
Requests Coursera login credentials from the student and submits the
student's solutions for grading
Args:
assignment_key: Coursera's assignment key
results: a dictionary of results in Cousera's format
credentials_file_location: a file location where login credentials can
be found
'''
success = False
tries = 0
while not success:
# stops infinate loop when credentials file is incorrect
if tries <= 0:
login, token = login_prompt(credentials_file_location)
else:
login, token = login_prompt('')
code, responce = submit_solution(assignment_key, login, token, results)
print('\n== Coursera Responce ...')
#print(code)
print(responce)
if code != 401:
success = True
else:
print('\ntry logging in again')
tries += 1
def login_prompt(credentials_file_location):
'''
Attempts to load credentials from a file, if that fails asks the user.
Returns:
the user's login and token
'''
if os.path.isfile(credentials_file_location):
try:
with open(credentials_file_location, 'r') as metadata_file:
login = metadata_file.readline().strip()
token = metadata_file.readline().strip()
metadata_file.close()
except:
login, token = basic_prompt()
else:
login, token = basic_prompt()
return login, token
def basic_prompt():
'''
Prompt the user for login credentials.
Returns:
the user's login and token
'''
login = input('User Name (e-mail address): ')
token = input('Submission Token (from the assignment page): ')
return login, token
def submit_solution(assignment_key, email_address, token, results):
'''
Sends the student's submission to Coursera for grading via the submission
API.
Args:
assignment_key: Coursera's assignment key
email_address: the student's email
token: the student's assignment token
results: a dictionary of results in Cousera's format
Returns:
the https response code and a feedback message
'''
print('\n== Connecting to Coursera ...')
print('Submitting %d of %d parts' %
(sum(['output' in v for k,v in results.items()]), len(results)))
# build json datastructure
parts = {}
submission = {
'assignmentKey': assignment_key,
'submitterEmail': email_address,
'secret': token,
'parts': results
}
# send submission
req = Request(submitt_url)
req.add_header('Cache-Control', 'no-cache')
req.add_header('Content-type', 'application/json')
try:
res = urlopen(req, json.dumps(submission).encode('utf8'))
except HTTPError as e:
responce = json.loads(e.read().decode('utf8'))
if 'details' in responce and responce['details'] != None and \
'learnerMessage' in responce['details']:
return e.code, responce['details']['learnerMessage']
else:
return e.code, 'Unexpected response code, please contact the ' \
'course staff.\nDetails: ' + responce['message']
code = res.code
responce = json.loads(res.read().decode('utf8'))
if code >= 200 and code <= 299:
return code, 'Your submission has been accepted and will be ' \
'graded shortly.'
return code, 'Unexpected response code, please contact the '\
'course staff.\nDetails: ' + responce
def main(args):
'''
1) Reads a metadata file to customize the submission process to
a particular assignment.
2) The compute the student's answers to the assignment parts.
3) Submits the student's answers for grading.
Provides the an option for saving the submissions locally. This is very
helpful when testing the assignment graders.
Args:
args: CLI arguments from an argparse parser
'''
# needed so that output can import from the cwd
sys.path.append(os.getcwd())
if args.metadata is None:
metadata = load_metadata()
else:
print('Overriding metadata file with: '+args.metadata)
metadata = load_metadata(args.metadata)
print('==\n== '+metadata.name+' Solution Submission \n==')
# compute dialog
results = compute(metadata, args.override)
if sum(['output' in v for k,v in results.items()]) <= 0:
return
# store submissions if requested
if args.record_submission == True:
print('Recording submission as files')
for sid, submission in results.items():
if 'output' in submission:
directory = '_'+sid
if not os.path.exists(directory):
os.makedirs(directory)
submission_file_name = directory+'/submission.sub'
print(' writting submission file: '+submission_file_name)
with open(submission_file_name,'w') as submission_file:
submission_file.write(submission['output'])
submission_file.close()
return
# submit dialog
if args.credentials is None:
login_dialog(metadata.assignment_key, results)
else:
print('Overriding credentials file with: '+args.credentials)
login_dialog(metadata.assignment_key, results, args.credentials)
import argparse
def build_parser():
'''
Builds an argument parser for the CLI
Returns:
parser: an argparse parser
'''
parser = argparse.ArgumentParser(
description='''The submission script for Discrete Optimization
assignments on the Coursera Platform.''',
epilog='''Please file bugs on github at:
https://github.com/discreteoptimization/assignment/issues. If you
would like to contribute to this tool's development, check it out at:
https://github.com/discreteoptimization/assignment'''
)
parser.add_argument('-v', '--version', action='version',
version='%(prog)s '+version)
parser.add_argument('-o', '--override',
help='overrides the python source file specified in the \'_coursera\' file')
parser.add_argument('-m', '--metadata',
help='overrides the \'_coursera\' metadata file')
parser.add_argument('-c', '--credentials',
help='overrides the \'_credentials\' credentials file')
parser.add_argument('-rs', '--record_submission',
help='records the submission(s) as files', action='store_true')
return parser
if __name__ == '__main__':
parser = build_parser()
main(parser.parse_args())