def word_vector(self, strx, stry):
NVframe = DataFrame(self.data_oversam,columns=[strx, stry])
NVframe[u'case']= NVframe[strx]+'_'+NVframe[stry]
casecounts = NVframe[u'case'].value_counts()
NVframe = NVframe.reset_index()
del NVframe[u'index']
Count_ob = Count()
count = Count_ob.casecount(NVframe, casecounts)
NVframe[u'count']= count
NVframe = NVframe[NVframe[u'case'].notnull()]
NVframe = NVframe.drop_duplicates()
NVframe=NVframe.set_index([strx, stry])
del NVframe[u'case']
NVframe = NVframe.unstack()
NVframe = NVframe.fillna(0)
NVframe.columns = NVframe.columns.get_level_values(1)
NVframe = NVframe.div(NVframe.sum(1),axis=0)
#NVframeが共起頻度行列
#標準化処理
SVD_ob = SVD()
Uframe,Vframe,Sframe = SVD_ob.SVD_run(NVframe)
Sframe.plot()
plt.plot( Sframe, 'o')
#print Sframe
#print Vframe
m = Uframe.mean(0)
s = Uframe.std(0)
nd = Uframe
nd = Uframe.sub(m,axis=1).div(s,axis=1)
SN = SVD_ob.sf(Sframe)
return nd, SN
def test_add(self):
try:
j = Count(2, 4)
add = j.add()
assert (add == 6), 'Integer addition result error!'
except AssertionError, msg:
print msg
def __init__(self, param=None):
self.HOME_PATH = param
self.mct = MCTS(5, MCTconfig())
self.gr = GR()
self.gcnt = Count()
self.epsilon = 0.3 # epsilon greedy
self.mem = BrainMemory(50, self.HOME_PATH)
def countXY(feature_num):
lisan=1000 #离散区间
dotnum=500 #打点人数
limitPersent=0.99;
count=Count()
file=FileDeal();
file.load('./line_road.txt');
list = file.getRow()
allrow=file.getCol(list,feature_num+1,',');
# ret,mapnum = count.changenum(allrow,lisan)
# ret=count.lisan(ret,0,100000);
res=count.countList(allrow)
# res=count.sortedDictValues(res);
xlist,ylist,xdot,ydot,dotstr=count.dictChange(res,dotnum)
msg=count.getcacluate(xlist,ylist);
# xlist,ylist,xdot,ydot,dotstr=count.returnXY(res,dotnum)
# print xlist,ylist;
# num,index,msgold=count.countpersen(xlist,ylist,limitPersent,mapnum)#百分比mapnum
plot=Plot();
# msg=msgold
# msg.insert(0,'limit'+str(limitPersent)+'--'+str(index)+'--'+str(num))
# msg=plot.arrToString(msgold)
plot.setXY(xlist,ylist)
name='feature_'+str(feature_num)
plot.setTitle(name)
plot.setdot(xdot,ydot,dotstr);
# plot.printRight(msg)
"""
def test_add(self):
try:
j = Count(2, 4)
add = j.add()
assert (add == 6), 'Integer addition result error!'
except AssertionError as msg:
print(msg)
else:
print('test pass!')
def test_add(self):
try:
j = Count(2, 3)
add = j.add()
assert (add == 6), 'ERROR'
except AssertionError as msg:
print(msg)
else:
print('Pass!')
def test_a_add2(self):
#测试步骤
count = Count()
result = count.add(1.1, 2.13)
#实际结果
actual_result = float(result)
#预期结果
expect_reuslt = 3.23
#断言
self.assertEqual(expect_reuslt, actual_result)
def test_b_add1(self):
#测试步骤
count = Count()
result = count.add(1, 2)
#实际结果
actual_result = result
#预期结果
expect_result = 3
#断言
self.assertEqual(expect_result, actual_result)
def test_sub1(self):
#测试步骤
count = Count()
result = count.sub(3,1)
#实际结果
actual_result = result
#预期结果
expect_result = 2
#断言
self.assertEqual(actual_result,expect_result)
def test_sub2(self):
#测试步骤
count = Count()
result = count.sub(3.1,2.1)
#实际结果
actual_reuslt = result
#预期结果
expect_result = 1
#断言
self.assertEqual(actual_reuslt,expect_result)
def test_add2(self):
#测试步骤
count = Count()
result = count.add(1.1, 3)
#实际结果
actual_result = float(result)
#预期结果
expect_result = 4.1
#断言
self.assertEqual(actual_result, expect_result)
def __init__(self):
self.gcnt = Count()
self.status = 1 # 1 init, -1 thinking, 0 need action
self.turn = 1 # white move
global globalsig
self.oldsig = globalsig
self.ui = ChessBoard()
self.HOME_PATH = copy.deepcopy(self.ui.HOME_PATH)
self.brain = Brain(copy.deepcopy(self.HOME_PATH))
self.checkStatus()
self.ui.mainloop()
def generate_words(self):
c = Count(len(self.word))
if self.mode == UPTO_LENGTH:
for i in range(1, self.length + 1):
c.feed_zeroes(i)
l = c.get_digits()
for j in range(len(self.word)**i):
self.words.append([self.word[k] for k in l])
l = c.increment_by(1)
else:
c.feed_zeroes(self.length)
l = c.get_digits()
for i in range(len(self.word)**self.length):
self.words.append([self.word[k] for k in l])
l = c.increment_by(1)
return self.words
def test1(self):
count = Count(2, 3)
self.add = count.add()
self.assertEqual(self.add, 5)
def test_add1(self):
count = Count(1.2, 2.3)
add = count.add()
self.assertEqual(add, 3.5)
def test_sub(self):
self.Count = Count(6, 4)
self.assertEqual(self.Count.sub(), 2)
def setUp(self):
self.j = Count(2, 3)
def test_subtraction2(self):
self.j = Count(4.2, 2.2)
self.sub = self.j.subtraction()
self.assertEqual(self.sub, 2)
def test_add(self):
self.Count = Count(2,4)
self.assertEqual(self.Count.add(),6)
def testsub2(self):
'''测试30-50=-20 可以在html文件中显示'''
j = Count(30, 50)
self.assertEqual(j.sub(), -20)
def test_add3(self):
self.j = Count("hello"," world")
self.add = self.j.add()
self.assertEqual(self.add,"hello world")
def test_sub1(self):
k = Count(5.0, 3.0)
sub = k.sub()
self.assertEqual(sub, 2.0)
def testsub1(self):
'''测试2-3=-1 可以在html文件中显示'''
j = Count(2, 3)
self.assertEqual(j.sub(), -1)
def test_sub2(self):
k = Count(5, 3)
sub = k.sub()
self.assertEqual(sub, 2)
def main():
# get the size of the terminal (number of rows and columns)
row, col = shutil.get_terminal_size()
# the exception list of counting keys in the log
exception_list = config['exception_elements']
# format [style, fg_color, bg_color]
color = [
config['chart']['bar']['text_style'],
config['chart']['bar']['fg_color'], config['chart']['bar']['bg_color']
]
# argument parser
parser = argparse.ArgumentParser(
description='The Apache access.log file parser')
parser.add_argument('-f',
'--file',
metavar='[PATH_to_FILE]',
required=True,
help='[Required] Path to the Apache log file')
parser.add_argument(
'-l',
'--line',
metavar='[No_of_LINES]',
type=int,
help=
'[Optional] Set the number of the lines to be parsed from the begining of the file.'
)
parser.add_argument(
'-e',
'--element',
metavar='[ELEMENT_NAME]',
required=True,
help=
'[Required] Report based on the selected element. Separate multiple elements with comma (",") and no space.'
)
parser.add_argument(
'-c',
'--chart',
metavar='[YES|NO]',
default='yes',
help='[Optional] Draw charts or just show the statistics.')
parser.add_argument(
'-ne',
'--number_element',
metavar='[No_of_ELEMENTS]',
type=int,
default=10,
help='[Optional] Show the number of top elements. Default: 10')
parser.add_argument(
'-nm',
'--number_month',
metavar='[No_of_MONTH]',
type=int,
default=3,
help=
'[Optional] Show the number of top months. Any minus number means not categorization by month. Default: 3'
)
parser.add_argument(
'-se',
'--sort_element',
metavar='[ASC|DES]',
default='des',
help='[Optional] Sort data ascendingly or desendingly. Default: des')
parser.add_argument(
'-sm',
'--sort_month',
metavar='[ASC|DES]',
default='asc',
help=
'[Optional] Sort monthly-based data (just months) ascendingly or desendingly. Default: asc'
)
# # initiate variables
args = parser.parse_args()
print('\n{0}\n'.format(args))
if not args.file:
print("Please set the file path; the app won't work without it.")
# set the maximum line of the file
if args.line:
max_line = args.line
elif int(config['lines_to_parse']) > 0:
max_line = int(config['lines_to_parse'])
else:
# max_line = sum(1 for line in open(args.file))
max_line = -1
# parse the log file
log = data_parser(args, max_line, exception_list)
# set a variable for the Count and DrawChart classes
count = Count(log, exception_list)
chart = DrawChart(color, config['chart']['bar']['tick'], args.chart, row,
col)
# iterate over elements defined by the user
for element in args.element.split(','):
# draw charts for the top defined number of months
# or ignore categorizing by months
if args.number_month > 0:
# count log items
counted_data = count.by_month()
# sort counted data based on months
sorted_data = count.sort(counted_data, args.sort_month, 'key',
args.number_month)
# if it is going to give data related to visitors (total and unique)
if element in ['visitor']:
# # draw the chart
chart.bar_visitor(counted_data, element)
else:
sorted_data_element = {}
# sort inner data based on selected element
for month in sorted_data.keys():
sorted_data_element[month] = count.sort(
counted_data[month][element], args.sort_element,
'value', args.number_element)
# draw the chart
print(
'\n\n\033[0;30;43m Statistics of "{0}" (Unique: {1} ({2}%) | All: {3}) \033[0;0;0m'
.format(
element, len(counted_data[month][element].keys()),
round(
len(counted_data[month][element].keys()) * 100 /
sum(counted_data[month][element].values()), 2),
sum(counted_data[month][element].values())))
chart.bar_by_month(sorted_data_element, element)
else:
# shows the error if there is inconsistency
if (args.number_month <= 0) and (element == 'hits'):
print(
'Number of hits will be shown only in the monthly format. So, the value of "-mn" or "--number_month" should be higher than 0.'
)
continue
# count log items
counted_data = count.total()
# sort inner data based on selected element
sorted_data = count.sort(counted_data[element], args.sort_element,
'value', args.number_element)
# draw the chart
print(
'\n\n\033[0;30;43m Statistics of "{0}" (Unique: {1} ({2}%) | All: {3}) \033[0;0;0m'
.format(
element, len(counted_data[element].keys()),
round(
len(counted_data[element].keys()) * 100 /
sum(counted_data[element].values()), 2),
sum(counted_data[element].values())))
chart.bar(sorted_data, element)
# print some lines to make some space
print('\n\n\n')
def testAdd2(self):
a2 = Count(1, 9)
self.assertEqual(a2.add(), 10)
def test_add2(self):
count = Count("hello", " world")
add = count.add()
self.assertEqual(add, "hello world")
def test_subtraction(self):
self.j = Count(2, 3)
self.sub = self.j.subtraction()
self.assertEqual(self.sub, -1)
def test_add(self):
self.j = Count(2,3)
self.add = self.j.add()
self.assertEqual(self.add,5)
def test_add2(self):
self.j = Count(2.3,4.2)
self.add = self.j.add()
self.assertEqual(self.add,6.5)