def validate_all_outputs(input_directory,
output_directory,
cost_dir,
params=[]):
input_files = utils.get_files_with_extension(input_directory, '.in')
output_files = utils.get_files_with_extension(output_directory, '.out')
if os.path.isfile(cost_dir):
print('ERROR: ' + cost_dir + 'already exist!')
return
check_file = open(cost_dir, 'w')
all_results = []
for input_file in tqdm.tqdm(input_files):
output_file = utils.input_to_output(input_file, output_directory)
print(input_file, output_file)
if output_file not in output_files:
print(f'No corresponding .out file for {input_file}')
results = (None, None,
f'No corresponding .out file for {input_file}')
else:
input_error, cost, results = validate_output(input_file,
output_file,
params=params)
name = input_file.split('/')[-1]
check_file.write(name + ':' + str(cost) + '\n')
all_results.append((input_file, results))
check_file.close()
return all_results
def validate_all_outputs(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, '.in')
output_files = utils.get_files_with_extension(output_directory, '.out')
all_results = []
for input_file in input_files:
output_file = utils.input_to_output(input_file, output_directory)
print(input_file, output_file)
if output_file not in output_files:
print(f'No corresponding .out file for {input_file}')
results = (None, None,
f'No corresponding .out file for {input_file}')
else:
if False: # delete invalid outputs
try:
results = validate_output(input_file,
output_file,
params=params)
all_results.append((input_file, results))
except:
os.remove(output_file)
os.remove(output_file + ".optimal")
else:
results = validate_output(input_file,
output_file,
params=params)
all_results.append((input_file, results))
return all_results
def validate_all_outputs(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, '.in')
output_files = utils.get_files_with_extension(output_directory, '.out')
for file in output_files:
print(file)
output_directory += '/'
all_results = []
string = ''
for input_file in input_files:
basename, filename = os.path.split(input_file)
if '200' in filename:
continue
output_file = utils.input_to_output(input_file, output_directory)
print(input_file, output_file)
if output_file not in output_files:
print(f'No corresponding .out file for {input_file}')
results = (None, None,
f'No corresponding .out file for {input_file}')
else:
results = validate_output(input_file, output_file, params=params)
string += filename + " " + results[2] + "\n"
all_results.append((input_file, results))
utils.write_to_file('validations.out', string)
return all_results
def validate_all_outputs(input_directory, output_directories):
input_files = utils.get_files_with_extension(input_directory, '.in')
output_files_list = [utils.get_files_with_extension(output_directory, '.out') for output_directory in output_directories]
results = []
bestOutputs = []
for i in range(len(input_files)):
input_file = input_files[i]
result, bestOutput = _outputCost(input_file, output_directories)
results.append(result)
bestOutputs.append(bestOutput)
masterOutput = "master/" + input_file.split("/")[-1].split(".")[0] + ".out"
print(output_files_list[bestOutput][i])
copyfile(output_files_list[bestOutput][i], masterOutput)
final_score = "Superscored " + str(len(output_directories)) + " directories with a score of: " + str(100 / len(results) * sum(results))
print(final_score)
a = open(str(datetime.now()).split(".")[0].replace(":","-")+".log", "w")
for r in results:
a.write(str(r) + "\n")
a.write("\n")
for b in bestOutputs:
a.write(str(b) + "\n")
a.write("\n")
for inp in inputs:
a.write(str(inp) + "\n")
a.write(final_score)
a.close()
return results
def validate_all_outputs(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, '.in')
output_files = utils.get_files_with_extension(output_directory, '.out')
i = 0
all_results = []
all_baseline = []
all_baseline = pickle.load(open("baselineCosts.p", "rb"))
if not MULTICORE:
inputs = Manager().list()
for input_file in input_files:
_outputCost(input_file, output_files, output_directory,
all_baseline, i, all_results, inputs)
i += 1
final_score = "Graded " + str(
len(all_results)) + " results with a score of: " + str(
100 / len(all_results) * sum(all_results))
print(final_score)
a = open(
str(datetime.now()).split(".")[0].replace(":", "-") + ".log", "w")
for r in all_results:
a.write(str(r) + "\n")
a.write("\n")
for inp in inputs:
a.write(str(inp) + "\n")
a.write(final_score)
a.close()
return all_results
else:
print("MULTICORE IN PROCESS. DO NOT CONTROL-C.")
all_results = Manager().list()
inputs = Manager().list()
tasks = []
i = 0
for input_file in input_files:
tasks.append((input_file, output_files, output_directory,
all_baseline, i, all_results, inputs))
i += 1
pool = Pool(num_thread - 1)
results = [pool.apply_async(_outputCost, t) for t in tasks]
pool.close()
pool.join()
final_score = "Graded " + str(
len(all_results)) + " results with a score of: " + str(
100 / len(all_results) * sum(all_results))
print(final_score)
a = open(
str(datetime.now()).split(".")[0].replace(":", "-") + ".log", "w")
for r in all_results:
a.write(str(r) + "\n")
a.write("\n")
for inp in inputs:
a.write(str(inp) + "\n")
a.write(final_score)
a.close()
return all_results
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
output_files = set(utils.get_files_with_extension(output_directory, 'out'))
print(output_files)
for input_file in input_files:
out_file_path = "outputs/" + input_file[7:-3] + ".out"
if (out_file_path not in output_files):
solve_from_file(input_file[7:], output_directory, params=params)
output_files.add(out_file_path)
print(input_file[:-3] + ".out")
def validate_all_outputs(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, '.in')
output_files = utils.get_files_with_extension(output_directory, '.out')
all_results = []
for input_file in input_files:
output_file = utils.input_to_output(input_file, output_directory)
if output_file not in output_files:
print(f'No corresponding .out file for {input_file}')
results = (None, None, f'No corresponding .out file for {input_file}')
else:
results = validate_output(input_file, output_file, params=params)
all_results.append((input_file, results))
return all_results
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
counter = 0
for input_file in input_files:
counter += 1
print(counter, "out of 90")
solve_from_file(input_file, output_directory, params=params)
def remaining(filename):
conn = sqlite3.connect(filename)
c = conn.cursor()
input_folder = input("Which folder to check against? ")
inputs = [
file.split("/")[-1]
for file in utils.get_files_with_extension(input_folder, 'in')
]
results = [
file[0]
for file in c.execute("SELECT input_file FROM models").fetchall()
]
remaining = []
for i in inputs:
if i not in results:
remaining.append(i)
print(i)
conn.commit()
conn.close()
print(f"There are {len(remaining)} files remaining.")
splitter('remaining', remaining)
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
#for i in range(260, 270):
#input_file = "inputs//" + str(i) + ".in"
#solve_from_file(input_file, output_directory, params=params)
for input_file in input_files:
solve_from_file(input_file, output_directory, params=params)
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
file = open("costs.csv", "w")
for input_file in input_files:
solve_from_file(input_file, output_directory, file, params=params)
file.close()
def solve_all(input_directory, output_directory, params=[]):
if params[0] == 'naive':
print("Using naive method")
print("Clearing logs")
utils.clear_file('logs/naive.log')
elif params[0] == 'greedy':
print('Using greedy method')
print("Clearning logs")
utils.clear_file('logs/greedy.log')
elif params[0] == 'three_opt':
print('Using three_opt method')
print("Clearning logs")
utils.clear_file('logs/three_opt.log')
elif params[0] == 'ant_colony':
print("Using ant colony optimization")
print("Clearing logs")
utils.clear_file("logs/ant_colony.log")
elif params[0] == 'greedy_clustering_three_opt':
print("Using greedy clustering three opt")
print("Clearing logs")
utils.clear_file("logs/greedy_clustering_three_opt.log")
elif params[0] == 'mst':
print("Using mst method")
print("Clearing logs")
utils.clear_file("logs/mst.log")
input_files = utils.get_files_with_extension(input_directory, 'in')
for input_file in input_files:
solve_from_file(input_file, output_directory, params=params)
print()
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
count = 1
for input_file in input_files:
print("Solving file " + str(count) + " out of " + str(len(input_files)))
solve_from_file(input_file, output_directory, params=params)
count+=1
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
for input_file in input_files:
try:
solve_from_file(input_file, output_directory, params=params)
except:
with open('./err.txt', 'a') as f:
f.write(input_file + '\n')
def solve_all(input_directory, output_directory, params=[]):
if params[0] != "ILP" and params[0] != "ANT" and params[0] != "TSP":
print(
'Invalid algorithm. Please use one of the following algorithms: ILP, ANT, TSP.'
)
return
input_files = utils.get_files_with_extension(input_directory, 'in')
for input_file in input_files:
solve_from_file(input_file, output_directory, params=params)
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
file = open("order.csv", "w")
for input_file in input_files:
input_file = input_file[7:]
input_file = input_file[:-3]
file.write(input_file + "\n")
# solve_from_file(input_file, output_directory, file, params=params)
file.close()
def validate_all_outputs(input_directory, output_directory, check_dir, params=[]):
input_files = utils.get_files_with_extension(input_directory, '.in')
output_files = utils.get_files_with_extension(output_directory, '.out')
# if os.path.isfile(check_dir):
# print('ERROR: ' + check_dir + ' already exist!')
# return
check_file = open(check_dir, 'w')
for input_file in tqdm.tqdm(input_files):
output_file = utils.input_to_output(input_file, output_directory)
# print(input_file, output_file)
if output_file not in output_files:
print(f'No corresponding .out file for {input_file}')
else:
cost = validate_output(input_file, output_file, params=params)
name = input_file.split('/')[-1]
check_file.write(name.replace('in', 'out') + ':' + str(cost) + '\n')
check_file.close()
def compare_all(input_directory, comp1dir, comp2dir, output_directory, params=[]): input_files = utils.get_files_with_extension(input_directory, 'in') comp1_files = utils.get_files_with_extension(comp1dir, 'out') comp2_files = utils.get_files_with_extension(comp2dir, 'out') inputdirleng = len(input_directory) il =list(input_files) ill = [i[inputdirleng + 1:-3] for i in il] comp1dirleng = len(comp1dir) c1 =list(comp1_files) c1l =[i[comp1dirleng + 1:-4] for i in c1] comp2dirleng = len(comp2dir) c2 =list(comp2_files) c2l =[i[comp2dirleng + 1:-4] for i in c2] for i in c1l: if i in ill and i in c2l: compare_by_file(input_directory+"/"+i+'.in',comp1dir+"/"+i+'.out' ,comp2dir+"/"+i+'.out', output_directory,params=params)
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
for input_file in input_files:
"""
basename, filename = os.path.split(input_file)
if '200' in filename:
continue
group, type = filename.split("_")
if int(group) >= 10:
continue
"""
solve_from_file(input_file, output_directory, params=params)
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
# with open("./new_input" ,'r') as f:
# name = []
# while True:
# line = f.readline()
# if not line:
# break
# name.append(line[:line.rfind(".in")] + ".in")
# # print(name)
# input_files=input_files[250:]
for input_file in input_files:
# if input_file not in name:
# continue
solve_from_file(input_file, output_directory, params=params)
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
if not MULTICORE:
for input_file in input_files:
solve_from_file(input_file, output_directory, params=params)
else:
print("MULTICORE IN PROCESS. DO NOT CONTROL-C.")
tasks = []
for input_file in input_files:
tasks.append((input_file, output_directory, params))
pool = Pool(num_thread - 1)
results = [pool.apply_async(solve_from_file, t) for t in tasks]
pool.close()
pool.join()
def solve_some(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
num_so_far = 0
score = 0
for input_file in input_files:
num_so_far += 1
G, car_cycle, dropoff_mapping = solve_from_file_score(
input_file, output_directory)
this_score = student_utils.cost_of_solution(G, car_cycle,
dropoff_mapping)[0]
graph_total = sum(G[u][v]['weight'] for (u, v) in G.edges)
score += graph_total / this_score
if num_so_far == 10:
print("score:")
print(score)
break
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
# control = int(params[0])
for input_file in input_files:
# if control == 2:
# if input_file.endswith('_200.in'):
# continue
# else:
# if not input_file.endswith('_200.in'):
# continue
# else:
# num = int(input_file[-8])
# if num % 2 != control:
# continue
solve_from_file(input_file, output_directory, params=params)
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
print("Started with the inputs: ")
pool = multiprocessing.Pool()
param_list = []
# for input_file in tqdm(input_files):
# if input_file[input_file.index('_'):input_file.index('_') + 3] == '_50':
# param_list.append([input_file, output_directory, params])
for input_file in tqdm(input_files):
if input_file[input_file.index('_'):input_file.index('_') +
4] == '_100':
param_list.append([input_file, output_directory, params])
for input_file in tqdm(input_files):
if input_file[input_file.index('_'):input_file.index('_') +
4] == '_200':
param_list.append([input_file, output_directory, params])
pool.map(solve_from_file_wrapper, param_list)
pool.close()
print("ENDING all the inputs.")
def analyze_all(output_directory, costs_directory, params=[]):
input_files = set(utils.get_files_with_extension('inputs', 'in'))
num_outputs = len(os.listdir(output_directory))
# writing into csv table
# data = np.empty((num_outputs + 1, 5))
header = ['output_dir', 'output_filename', 'travel_cost', 'conquer_cost', 'cost']
costs_file = f'{costs_directory}/{output_directory}.csv'
if not os.path.exists(costs_directory):
os.makedirs(costs_directory)
utils.write_data_to_file(costs_file, header, ',')
for name in os.listdir(output_directory):
if name.endswith("out"):
if 'inputs/' + name.replace('.out', '.in') not in input_files:
continue
num, ext = name.split(".")
t_cost, c_cost, cost = analyze_from_file(f'inputs/{num}.in', f'{output_directory}/{name}', params=params)
if cost == -1:
continue
line_data = [output_directory, name, t_cost, c_cost, cost]
utils.write_to_file(costs_file, '\n', append=True)
utils.write_data_to_file(costs_file, line_data, ',', append=True)
def validate_all_inputs(input_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
for input_file in input_files:
validate_input(input_file, params=params)
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, (params[0] if len(params) > 0 else '') + '.in')
for input_file in input_files:
solve_from_file(input_file, output_directory, params=params)
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
for i, input_file in enumerate(input_files):
print(f"~~ Solving file {i + 1} of {len(input_files)} ~~")
solve_from_file(input_file, output_directory, params=params)
def solve_all(input_directory, output_directory, params=[]):
input_files = utils.get_files_with_extension(input_directory, 'in')
for input_file in input_files:
solve_from_file(input_file, output_directory, params=params)
os.remove(input_file)
# otherwise output the line on file2 and mark it with < sign
elif f2_line != '':
print("<", "Line-%d" % line_no, f2_line)
# Print a blank line
print()
'''
#Read the next line from the file
f1_line = f1.readline()
f2_line = f2.readline()
#Increment line counter
line_no += 1
if not flag:
print("file equal to ", fname2, " is ", fname1)
# Close the files
f1.close()
f2.close()
input_directory = "inputs/"
input_files = utils.get_files_with_extension(input_directory, '.in')
our_file_1 = "50.in"
our_file_2 = "100.in"
for input_file in input_files:
#compare(input_file, our_file_1)
compare(input_file, our_file_2)