def setUpClass(self):
totalTime, bookScores, libStat = read_ip('a_example.txt')
self.lib0 = Library(libStat.iloc[0], [0, 1, 2, 3, 4])
self.lib1 = Library(libStat.iloc[1], [5])
self.libQueue = LibQueue(self.lib0)
self.libQueue.insert(self.lib1)
self.organisation = Organisation(bookScores, totalTime, self.libQueue)
def iterOptimise(fileName):
# Initialise stuff
totalTime, books, libStats = read_ip(fileName)
libQueue = LibQueue()
saveTime = totalTime
# Create paramX variable
libStats.insert(1, 'paramX',
(libStats['noOfBooks'] / libStats['shipRate']) /
(totalTime - libStats['signUpTime']))
print(libStats)
count = 1
# Loop till libStats dataFrame is empty
while True:
# Update number of books remaining, net score from those books, and paramX: (netNoOfBooks/shipRate)/(netTotalTime-1)
libStats['totalScore'] = np.sum(np.multiply(
np.array(books)[:, 1], np.array(libStats.loc[:, 'b0':])),
axis=1)
libStats['noOfBooks'] = np.sum(np.array(libStats.loc[:, 'b0':]),
axis=1)
libStats['paramX'] = (libStats['noOfBooks'] / libStats['shipRate']) / (
totalTime - libStats['signUpTime'])
# Sort libStats
libStats.sort_values(by=['totalScore', 'signUpTime', 'paramX'],
ascending=[False, True, True],
kind='mergesort',
inplace=True,
ignore_index=True)
# Insert top library into queue
libQueue.insert(
Library(
libStats.iloc[0],
np.where(
np.array(
libStats.iloc[0].iloc[list(libStats.iloc[0].index).
index('b0'):]))[0].tolist()))
# Update remaining time
totalTime -= libQueue.tail.signUpTime
# Remove all books present in the inserted lib
libStats.loc[:, 'b0':] = np.multiply(
np.where(np.array(libStats.loc[0, 'b0':]), False, True),
np.array(libStats.loc[:, 'b0':]))
# Delete the lib from libStats
libStats.drop(0, inplace=True)
# libStats.iloc[0, :] = 0
# Delete all libs whose sign-up time is more than the remaining time
libStats = libStats[libStats.signUpTime < totalTime]
# libStats[libStats.signUpTime>=totalTime]=0
print(f'Loaded {count} libraries to queue')
count += 1
if not len(libStats):
break
return saveTime, books, libQueue
def setUpClass(self):
self.totalTime, self.bookScores, self.libStats = read_ip('a_example.txt')
def setUpClass(self):
*_, libStat = read_ip('a_example.txt')
self.lib0 = Library(libStat.iloc[0], [0,1,2,3,4])
self.lib1 = Library(libStat.iloc[1], [5])
self.lib0.next = self.lib1
self.lib1.previous = self.lib0
def setUpClass(self):
*_, libStat = read_ip('a_example.txt')
self.lib0 = Library(libStat.iloc[0], [0,1,2,3,4])
self.lib1 = Library(libStat.iloc[1], [5])
self.libQueue = LibQueue(self.lib0)
self.libQueue.insert(self.lib1)