def OUTPUT_CALCULATE():
global output
if method == 'sigmoid':
for i in range(10):
output[i] = round(Method.sigmoid(layer[i]), precision)
elif method == 'softmax':
output = Method.softmax(layer)
def add_call(self, calling_method_node, called_method_node):
calling_method = Method.Method(calling_method_node.spelling,
calling_method_node.type.spelling,
calling_method_node.access_specifier)
called_method = Method.Method(called_method_node.spelling,
called_method_node.type.spelling,
called_method_node.access_specifier)
self.__callgraph.call_node(calling_method, called_method)
def main(name):
with open(name, "r") as f:
parser = XMLParser()
for line in f:
parser.feed(line)
xml = XMLTree(parser.close(), False)
M.run(xml.get("files"), xml.get("structure"), xml.get("pages"))
def fromUML(self,json): for uml_attribut in json["attributs"]: if len(uml_attribut)>0: attribut = Attribut() attribut.fromUML(uml_attribut) self.attributs.append(attribut) for uml_method in json["methods"]: method = Method() method.fromUML(uml_method) self.methods.append(method)
def extractFileData(self, path):
curClass = Class.Class()
for line in fileinput.input([path]):
if line.startswith('.class '):
if self.pkgpath not in line:
continue
curClass.setPackage(self.extractPackage(line))
curClass.setName(self.extractClassName(line))
elif line.startswith('.super '):
if (self.pkgpath in line):
curClass.setParent(self.extractClassName(line))
matches = re.findall("Landroid/app/(.*?)Activity", line)
curClass.isController = (len(matches) > 0)
elif (line.startswith('.field')):
fieldName = line[line.rfind(" ") + 1:line.rfind(":")]
curClass.addField(fieldName)
if (' public ' in line or ' protected ' in line):
curClass.addPublicField(fieldName)
elif (line.startswith('.method ')):
if ('<init>' in line):
curMethod = Method.Method('constructor')
else:
match = re.findall(".method (.*?)\(", line)[0].split(" ")
l = len(re.findall(".method (.*?)\(", line)[0].split(" "))
if l == 3:
curMethod = Method.Method(str(match[2]))
elif l == 2:
curMethod = Method.Method(str(match[1]))
elif l == 1:
curMethod = Method.Method(str(match[0]))
curMethod = Method.Method("Generic")
curClass.addMethod(curMethod)
elif (";->" in line):
if (self.usesField(curClass, line)): #for LCOM
fieldName = line[line.rfind(";->") + 3:line.rfind(":")]
curMethod.addFieldUsed(fieldName)
if fieldName in curClass.getPublicFields():
self.apd = self.apd + 1
else: #for CBO
if not curClass.isController and self.refsNonJavaClass(
line):
objName = line[line.index("L"):line.index(";->")]
if not objName == curClass.getName(
) and not self.inSameTree(curClass, objName):
curClass.addCoupledObject(objName)
self.classes.append(curClass)
def __init__(self):
self.sqlite_conn = db.connect("resource/ast.db",
check_same_thread=False)
self.cursor = self.sqlite_conn.cursor()
self.initialDatabase()
sql = "select name, className, content from methodinfo "
self.methods = []
self.methodNames = []
for methodinfo in self.executequery(sql):
self.methods.append(Method(methodinfo))
self.methodNames.append(methodinfo[0])
sql = 'select callMethodName, calledMethodName from methodInvocationinfo'
self.invocations = []
for invocation in self.executequery(sql):
self.invocations.append(MethodInovation(invocation))
sql = 'select ID,origiMethods, methods from goldSets '
self.goldSet = []
for item in self.executequery(sql):
self.goldSet.append(GoldSet(item))
#用于计算距离
self.dic_distance = {}
sql = 'select callmethodname, calledmethodname, length from simdistance'
for distance in self.executequery(sql):
if ((distance[0], distance[1]) in self.dic_distance.keys() ==
False):
self.dic_distance[distance[0],
distance[1]] = np.power(0.7, distance[2])
def parse_method(diagram, method, order_num, colorstring, master_component):
print("parse method: " + method.attrib["label"])
if "order_number" in method.attrib:
current_method_order_num = int(method.attrib["order_number"])
else:
current_method_order_num = order_num
if "id" in method.attrib:
current_method_id = method.attrib["id"]
else:
current_method_id = "noid"
new_method = me.Method(label=method.attrib["label"],
order_number=current_method_order_num,
method_id=current_method_id)
master_component.add_method(new_method)
diagram.add_method(new_method)
def add_method(self, method_node, is_pure_virtual, is_static):
method = Method.Method(method_node.spelling, method_node.type.spelling,
method_node.access_specifier)
self.__callgraph.add_node(method, is_pure_virtual)
if is_static:
self.__static_methods += 1
if method_node.access_specifier == AccessSpecifier.PUBLIC:
self.__inc_public_methods__()
else:
self.__inc_nonpublic_methods__()
if method.get_purpose == Method.GETTER:
self.__f3_getters += 1
elif method.get_purpose == Method.SETTER:
self.__f3_setters += 1
def ReverseDoc(html, location):
"""
Creates the class or interface file for the given class
:param html: html of class file
:param location: URL of top level documentation. Used so fields can look for constants
:return: Written class object that can be printed to a file
"""
my_class = WrittenClass()
soup = BeautifulSoup(html)
my_class.package = find_package(soup)
my_class.head_text = ClassName.find_class_name(soup)
my_class.fields = Fields.find_fields(soup, location)
my_class.methods = Method.find_methods(soup)
my_class.constructor = Constructor.find_constructor(soup, my_class.fields)
return my_class
def ReverseDoc(html, location):
"""
method ReverseDoc
takes a pages html and prints out the class that's described on the page
Arguments:
html - the pages html
"""
my_class = WrittenClass()
soup = BeautifulSoup(html)
my_class.package = find_package(soup)
my_class.head_text = ClassName.find_class_name(soup)
my_class.fields = Fields.find_fields(soup, location)
my_class.methods = Method.find_methods(soup)
my_class.constructor = Constructor.find_constructor(soup)
return my_class
def split_method(self, text: str) -> Method:
m = Method()
m.text = text
m.mType = text.split('(')[0].strip(' ')
rough_tokens = re.split(r"\(|\)", text)
for i, token in enumerate(rough_tokens):
if (i-4) % 3 == 0:
token = token.lstrip().rstrip()
m.tokens.extend(token.split(' '))
else:
m.tokens.append(token)
for i, token in enumerate(m.tokens):
if i == 0:
m.mType = token.strip()
elif i == 1:
m.returnType = token
elif (i-2) % 3 == 0:
m.paramHeaders.append(token.strip())
elif (i-2) % 3 == 1:
m.paramTypes.append(token)
elif (i-2) % 3 == 2:
m.params.append(token.strip())
m.paramsCount = len(m.params)
m.hookMethod += m.mType + ' '
m.hookMethod += '({})'.format(m.returnType)
m.hookMethod += 'hook_'
for i in range(m.paramsCount):
m.hookMethod += m.paramHeaders[i]
m.hookMethod += '({})'.format(m.paramTypes[i])
m.hookMethod += m.params[i]
m.oriCall += m.paramHeaders[i]
m.oriCall += m.params[i]
if i == m.paramsCount-1:
m.oriCall += '];'
m.hookMethod += ' {'
else:
m.oriCall += ' '
m.hookMethod += ' '
m.body += m.hookMethod + '\n '
if m.returnType != 'void':
m.body += 'return '
m.body += m.oriCall + '\n}'
return m
def zclass_candidate_view_actions(self):
r = {}
zclass = self._zclass_
# Step one, look at all of the methods.
# We can cheat (hee hee) and and look in the _zclass_
# dict for wrapped objects.
for id in Method.findMethodIds(zclass):
r[id] = 1
# OK, now lets check out the inherited views:
findActions(zclass, r)
# OK, now add our property sheets.
for id in self.propertysheets.common.objectIds():
r['propertysheets/%s/manage' % id] = 1
r = r.keys()
r.sort()
return r
def zclass_candidate_view_actions(self):
r = {}
zclass = self._zclass_
# Step one, look at all of the methods.
# We can cheat (hee hee) and and look in the _zclass_
# dict for wrapped objects.
for id in Method.findMethodIds(zclass):
r[id] = 1
# OK, now lets check out the inherited views:
findActions(zclass, r)
# OK, now add our property sheets.
for id in self.propertysheets.common.objectIds():
r["propertysheets/%s/manage" % id] = 1
r = r.keys()
r.sort()
return r
def test_search_in_python_org(self): # 登录
driver = self.drviet
driver.save_screenshot('xuyun.png')
driver.get('http://10.0.0.9/login')
time.sleep(1)
driver.find_element_by_xpath('//*[@id="username"]').send_keys('Xadmin')
driver.find_element_by_xpath('//*[@id="username"]').send_keys(Keys.TAB)
time.sleep(1)
driver.find_element_by_xpath('//*[@id="password"]').send_keys('123456')
driver.find_element_by_xpath('//*[@id="password"]').send_keys(Keys.TAB)
time.sleep(1)
driver.find_element_by_xpath('//*[@id="loginBtn"]').click()
time.sleep(1)
driver.find_element_by_xpath(
'//*[@id="content"]/div/div[2]/div[1]/div[1]/a').click() # 添加设备
time.sleep(1)
driver.find_element_by_xpath(
'//*[@id="addDevice"]/div[1]/div').click() # 点击设备类型选框
time.sleep(1)
# 百度了半个小时发现要把display=none设置为display=block设置为可见
js = 'document.querySelectorAll("select")[0].style.display="block";'
driver.execute_script(js)
sel = driver.find_element_by_tag_name('select')
# 选择value = 1也就是ap选项
Select(sel).select_by_value('1')
time.sleep(1)
# 选择设备型号
driver.find_element_by_xpath(
'//*[@id="model_auto_chosen"]/a/span').click()
time.sleep(1)
# 导入js方法把display设置为可见
js = 'document.querySelectorAll("select")[0].style.display="block";'
driver.execute_script(js)
model_xpath = '//*[@id="model_auto_chosen"]/div/ul/li[' + str(
random.randint(1, 9)) + ']'
time.sleep(2)
# 点击选择设备型号
driver.find_element_by_xpath(model_xpath).click()
time.sleep(2)
# 点击设备mac填写选项
driver.find_element_by_xpath('//*[@id="mac"]').click()
# 定义一个随机生成mac函数
def randomMAC():
mac = [
0x52, 0x54, 0x00,
random.randint(0x00, 0x7f),
random.randint(0x00, 0xff),
random.randint(0x00, 0xff)
]
return ':'.join(map(lambda x: "%02x" % x, mac))
print(randomMAC())
# 填写设备mac
driver.find_element_by_xpath('//*[@id="mac"]').send_keys(randomMAC())
time.sleep(1)
# 点击序列号填写框
driver.find_element_by_xpath('//*[@id="serialNum"]').click()
time.sleep(1)
# 生成20长度的数字+字母组合随机字符串
def generate_random_str(randomlength=20):
string.digits = '0123456789'
string.ascii_letters = 'DFGC'
str_list = [
random.choice(string.digits + string.ascii_letters)
for i in range(randomlength)
]
random_str = ''.join(str_list)
return random_str
# 输入随机字符串
driver.find_element_by_xpath('//*[@id="serialNum"]').send_keys(
generate_random_str())
time.sleep(2)
# 点击位置信息输入框
driver.find_element_by_xpath('//*[@id="positionDescription"]').click()
def generate_random_str(randomlength=20):
string.digits = '窗前明月光，疑是地上霜。举头望明月，低头思故乡'
string.ascii_letters = 'qwertyuiopasdfghjklzxcvbnmQWERTYUIOPASDFGHJKLZXCVBNM!@#$%^&*()_+?><.//*\|'
str_list = [
random.choice(string.digits + string.ascii_letters)
for i in range(randomlength)
]
random_str = ''.join(str_list)
return random_str
driver.find_element_by_xpath(
'//*[@id="positionDescription"]').send_keys(generate_random_str())
time.sleep(2)
# 点击提交添加设备信息
driver.find_element_by_xpath(
'//*[@id="addDevice"]/div[7]/div/input').send_keys(Keys.ENTER)
time.sleep(2)
# 查询并勾选全部设备
driver.find_element_by_xpath(
'//*[@id="content"]/div/div[2]/form/div[16]/button[3]').click()
time.sleep(1)
# 点击修改位置
driver.find_element_by_xpath(
'//*[@id="content"]/div/div[2]/div[1]/div[1]/button[3]').click()
time.sleep(1)
# 生成随机字符串
def generate_random_str(randomlength=20):
string.digits = '西风烈，长空雁叫霜晨月，霜晨月，马蹄声碎，喇叭声咽。雄关漫道真如铁，而今迈步从头越，从头越，苍山如海，残阳如血'
string.ascii_letters = 'qwertyuiopasdfghjklzxcvbnmQWERTYUIOPASDFGHJKLZXCVBNM!@#$%^&*()_+?><.//*\|'
str_list = [
random.choice(string.digits + string.ascii_letters)
for i in range(randomlength)
]
random_str = ''.join(str_list)
return random_str
# 输入随机位置信息字符串
driver.find_element_by_xpath('//*[@id="position"]').send_keys(
generate_random_str())
time.sleep(2)
# 点击提交
driver.find_element_by_xpath(
'//*[@id="updatePosition"]/div/div/div[3]/input').click()
time.sleep(2)
# 接受函数方法（确定)
driver.switch_to.alert.accept()
time.sleep(2)
# 查询并勾选全部设备
driver.find_element_by_xpath(
'//*[@id="content"]/div/div[2]/form/div[16]/button[3]').click()
time.sleep(1)
# 点击修改描述
driver.find_element_by_xpath(
'//*[@id="content"]/div/div[2]/div[1]/div[1]/button[4]').click()
time.sleep(1)
# 生成随机字符串
def generate_random_str(randomlength=20):
string.digits = '北国风光，千里冰封，万里雪飘,望长城内外，惟馀莽莽；大河上下，顿失滔滔。山舞银蛇，原驰蜡象，欲与天公试比高。须晴日，看红妆素裹，分外妖娆'
string.ascii_letters = 'qwertyuiopasdfghjklzxcvbnmQWERTYUIOPASDFGHJKLZXCVBNM!@#$%^&*()_+?><.//*\|'
str_list = [
random.choice(string.digits + string.ascii_letters)
for i in range(randomlength)
]
random_str = ''.join(str_list)
return random_str
# 输入描述信息随机字符串
driver.find_element_by_xpath('//*[@id="description"]').send_keys(
generate_random_str())
time.sleep(2)
driver.find_element_by_xpath(
'//*[@id="updateDescription"]/div/div/div[3]/input').click()
# 接受函数方法(确定)
alert = driver.switch_to_alert()
alert.accept()
time.sleep(2)
# 打开终端管理
driver.find_element_by_xpath(
'//*[@id="treeMenu"]/li[2]/a/span').click()
time.sleep(2)
# 点击项目开局
driver.find_element_by_xpath(
'//*[@id="treeMenu"]/li[3]/a/span').click()
time.sleep(2)
# 刷新当前页面
driver.refresh()
# 点击项目名称
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[1]/div/input').click()
time.sleep(2)
# 生成随机字符串
def generate_random_str(randomlength=20):
string.digits = '独立寒秋，湘江北去，橘子洲头。看万山红遍，层林尽染；漫江碧透，百舸争流。鹰击长空，鱼翔浅底，万类霜天'
string.ascii_letters = 'qwertyuiopasdfghjklzxcvbnmQWERTYUIOPASDFGHJKLZXCVBNM!@#$%^&*()_+?><.//*\|'
str_list = [
random.choice(string.digits + string.ascii_letters)
for i in range(randomlength)
]
random_str = ''.join(str_list)
return random_str
time.sleep(2)
# 输入随机字符串
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[1]/div/input').send_keys(
generate_random_str())
time.sleep(2)
#点击项目地址下拉框
driver.find_element_by_id('province').click()
# pro = Select(driver.find_element_by_id('province'))
# pro.select_by_value('北京市')
# pro = driver.find_element_by_tag_name('select')
# ret = Select(pro).options
# time.sleep(2)
# ret = Select(pro).options
# srant = random.Random().choice(ret[0:])
# Select(pro).deselect_by_value(srant)
model_xpath = '//*[@id="province"]/option[8]'
# 点击选择设备型号
driver.find_element_by_xpath(model_xpath).click()
time.sleep(2)
# 点击详细地址输入框
driver.find_element_by_xpath('//*[@id="street"]').click()
def generate_random_str(randomlength=20):
string.digits = '风雨送春归，飞雪迎春到。已是悬崖百丈冰，犹有花枝俏。俏也不争春，只把春来报。待到山花烂漫时，她在丛中'
string.ascii_letters = 'qwertyuiopasdfghjklzxcvbnmQWERTYUIOPASDFGHJKLZXCVBNM!@#$%^&*()_+?><.//*\|'
str_list = [
random.choice(string.digits + string.ascii_letters)
for i in range(randomlength)
]
random_str = ''.join(str_list)
return random_str
# 输入详细地址随机字符串
driver.find_element_by_xpath('//*[@id="street"]').send_keys(
generate_random_str())
time.sleep(2)
# 点击行业选框
driver.find_element_by_xpath('//*[@id="trade_chosen"]/a/span').click()
js = 'document.querySelectorAll("select")[0].style.display="block";'
driver.execute_script(js)
driver.find_element_by_xpath(
'//*[@id="trade_chosen"]/div/ul/li[3]').click()
time.sleep(2)
# 点击输入项目标识
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[6]/div/input').click()
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[6]/div/input').send_keys(
generate_random_str())
time.sleep(2)
# 点击输入项目描述
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[7]/div/textarea').click()
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[7]/div/textarea'
).send_keys(generate_random_str())
time.sleep(2)
# 点击输入客户密码
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[9]/div/input').click()
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[9]/div/input').send_keys(
Method.generate_random_int())
time.sleep(2)
# 点击输入客户名称
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[10]/div/input').click()
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[10]/div/input').send_keys(
Method.generate_random_numbers())
time.sleep(2)
# 点击输入联系人
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[11]/div/input').click()
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[11]/div/input').send_keys(
generate_random_str())
time.sleep(2)
# 点击输入客户电话
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[12]/div/input').click()
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[12]/div/input').send_keys(
generate_random_str())
time.sleep(2)
# 点击输入客户邮箱
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[13]/div/input').click()
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[13]/div/input').send_keys(
'*****@*****.**')
# 选择客户地址
# pro = Select(driver.find_element_by_id('province'))
# pro.select_by_value('北京市')
# pro = driver.find_element_by_tag_name('select')
# ret = Select(pro).options
# time.sleep(2)
# ret = Select(pro).options
# srant = random.Random().choice(ret[0:])
# Select(pro).deselect_by_value(srant)
# 选择客户地址
time.sleep(2)
pro = Select(driver.find_element_by_class_name('form-control'))
ret = Select(pro).options
srant = random.Random().choice(ret[0:])
Select(pro).deselect_by_value(srant)
driver.find_element_by_xpath(
'//*[@id="addUpdateProject"]/div[1]/div[15]/div/input').click()
driver.switch_to_alert()
time.sleep(2)
driver.find_element_by_xpath('//*[@id="treeMenu"]/li[4]/a').click()
time.sleep(3)
driver.find_element_by_xpath(
'//*[@id="treeMenu"]/li[5]/a/span').click()
time.sleep(3)
driver.find_element_by_xpath(
'//*[@id="treeMenu"]/li[6]/a/span').click()
time.sleep(3)
driver.find_element_by_xpath(
'//*[@id="treeMenu"]/li[7]/a/span').click()
time.sleep(3)
driver.find_element_by_xpath(
'//*[@id="treeMenu"]/li[8]/a/span').click()
time.sleep(3)
driver.find_element_by_xpath(
'//*[@id="treeMenu"]/li[9]/a/span').click()
time.sleep(3)
from Method import *
from Write import *
import os
# inputs can be .pkl file (pyton chach file) or .csv ( if .csv .pkl file will be created)
os.chdir("e:\projects\standfire\data")
a = Method(x=40,y=40,file_name='PLOT1.csv',TreePlaceMethod='sr')
write('green',a,'PLOT1')
def define_method(self, method_node):
method = Method.Method(method_node.spelling, method_node.type.spelling,
method_node.access_specifier)
self.__callgraph.define(method)
def fromUML(self, json):
for uml_method in json["methods"]:
method = Method()
method.fromUML(uml_method)
self.methods.append(method)
def nextWindow(self):
self.window = QMainWindow()
self.ui = Method()
self.ui.method()
self.close()
methodFlow = "prflow"
paramTag = "param"
paramType = "prtype"
paramName = "prname"
tree = ET.ElementTree(file='protocol.xml')
root = tree.getroot()
# 读取所有类
cVector = []
for elem in root:
if elem.tag == classTag:
tClass = N.ClassNode(elem.attrib[className])
for methods in elem:
if methods.tag == methodTag:
tMethods = M.Method(methods.attrib[methodName],
methods.attrib[methodFlow])
for params in methods:
if params.tag == paramTag:
tParam = Parameter.Parameter(params.attrib[paramName],
params.attrib[paramType])
tMethods.appendPara(tParam)
tClass.addMethod(tMethods)
cVector.append(tClass)
print(cVector)
for t in cVector:
t.display()
for t in cVector:
dec = decode.Decode(t)
dec.decode()
y = 80
tree_function = ['green'] #['green','red','mpb_truth']
humidity = .43 # humidity of the air (mass H20/volume air+H20)
wind = 2 #[2,3,4] # wind speed from the "x" wall (m/s)
init_temp = 25 #[20,30] # initial temp of the simulation, this will be the air temp as well as initial veg temp (degrees C)
sf_moisture = 0.1 # surface fuel moisture (weight H20/weight dry)
sf_ht = .5 # [.5,.6] # surface fuel (m)
sf_load = [.7] # surface fuel (kg/m^2)
mesh = 1 # number of meshes in simulation (see note 2 in Write.py) (int)
sim_time = 50 # time of simulation (s)
dt_part = .1 # dump simulation data every dt_part seconds (used in "&DUMP DT_PART" line)(s)
dt_slice = .5 # dump slice every dt_slice seconds (used in "&DUMP DT_SLCF" line) (s)
resolution = 0.5 # cell size (m)
weather = [humidity, wind, init_temp]
surface_fuels = [sf_moisture, sf_ht, sf_load]
simulation = [mesh, resolution, sim_time, dt_part, dt_slice]
tslice = [('y', 't', 10), ('y', 't', 20), ('x', 't', 20)]
#file_name2 = [[x,y],'E:\Projects\STANDFIRE\Data\PLOT1.csv']
print "Calling Method"
a = Method(x=x,
y=y,
file_name='E:\Projects\STANDFIRE\Data\PLOT300105950421_M2.csv',
TreePlaceMethod='sr')
print "Calling Writer"
write('E:\Projects\STANDFIRE\Data\Sims', a, tree_function, weather,
surface_fuels, simulation, tslice)
def OUTPUT2_CALCULATE( ): global output2 output2 = Method.softmax( layer2 )
def OUTPUT1_CALCULATE(): global output1 for i in range(800): output1[ i ] = round( Method.sigmoid( layer1[ i ] ), precision )
def __init__(self):
self.methods = Method.ZClassMethodsSheet('methods')
self.common = Property.ZInstanceSheetsSheet('common')
class Classification(QMainWindow):
def __init__(self):
super(Classification, self).__init__()
self.setGeometry(450, 250, 500, 350)
self.setWindowTitle('Classification')
self.classification()
self.stylesheet = '''
QMainWindow{
background-color: #F8CCD9;
}
QLabel {
font: bold 14px;
font-style: arial;
}
QPushButton {
background-color: #EC769A;
border-style: outset;
border-width: 2px;
border-radius: 22px;
border-color: black;
font: bold 12px;
padding: 6px;
}
QPushButton:hover {
background-color: #F199B3;
border-style: inset;
font: bold 13px;
}
QPushButton:pressed {
background-color: #E75480;
border-style: inset;
font: bold 12px;
}
QPushButton:disabled {
background-color: #F3AAC0;
border-color: grey;
border-style: inset;
}
QLineEdit {
background-color: white;
border-radius: 10px;
border: 2px solid black;
color: white;
}
QProgressBar {
border: 2px solid grey;
border-radius: 5px;
text-align: center;
}
QProgressBar::chunk {
background-color: #FFC0CB;
margin: 0.5px;
width: 10px;
}
'''
self.setStyleSheet(self.stylesheet)
def classification(self):
#LABEL
label = QLabel('Project Name:', self)
label.move(40, 20)
label2 = QLabel('File Path:', self)
label2.move(70, 60)
label3 = QLabel('CHOOSE CLASSIFICATION', self)
label3.resize(200, 25)
label3.move(180, 110)
#TEXT INPUT BOX
text = QLineEdit(self)
text.resize(335, 25)
text.move(150, 25)
text.setDisabled(True)
text2 = QLineEdit(self)
text2.resize(335, 25)
text2.move(150, 65)
text2.setDisabled(True)
#BUTTON
btn1 = QPushButton('CLASSIFICATION 1', self)
# btn.clicked.connect(QCoreApplication.instance().quit)
btn1.resize(150, 45)
btn1.move(90, 150)
btn2 = QPushButton('CLASSIFICATION 2', self)
# btn.clicked.connect(QCoreApplication.instance().quit)
btn2.resize(150, 45)
btn2.move(90, 210)
btn3 = QPushButton('CLASSIFICATION 3', self)
# btn.clicked.connect(QCoreApplication.instance().quit)
btn3.resize(150, 45)
btn3.move(290, 150)
btn4 = QPushButton('CLASSIFICATION 4', self)
# btn.clicked.connect(QCoreApplication.instance().quit)
btn4.resize(150, 45)
btn4.move(290, 210)
btn5 = QPushButton('PROCEED', self)
btn5.clicked.connect(self.nextWindow)
self.centralWidget()
btn5.resize(150, 45)
btn5.move(190, 280)
self.show()
def nextWindow(self):
self.window = QMainWindow()
self.ui = Method()
self.ui.method()
self.close()
input_dir = input('--input_dir:')
output_dir = input('--output_dir:')
datas = loaddata.Dataset(input_dir)
datas.creat_outdir(output_dir)
SIZE = 5
for i in range(datas.getlen()):
print(datas.getname(i))
img = datas.getitem(i)
r = Detect.search(img)
img1 = img.copy()
img2 = img.copy()
for row in range(5, img.shape[0] - 5):
for col in range(5, img.shape[1] - 5):
if r[row][col] == 255:
img1[row][col] = Method.canny1(img, r, row, col)
img1[row][col] = Method.equalize(img, img1[row][col], row,
col)
else:
img1[row][col] = img[row][col]
for row in range(5, img.shape[0] - 5):
for col in range(5, img.shape[1] - 5):
if r[row][col] == 255:
#img2[row][col] = Method.canny(img1, r, row, col)
img2[row][col] = Method.c_mean(img1, row, col, SIZE)
img2[row][col] = Method.equalize(img1, img2[row][col], row,
col)
else:
img2[row][col] = img1[row][col]
# for row in range(3,img.shape[0]-3):
def hMethod(self):
m = Method(self.start, self.goal)
if self.n == 0:
return m.BFS()
else:
return m.aStar(self.n)
def fromUML(self,json): for uml_method in json["methods"]: method = Method() method.fromUML(uml_method) self.methods.append(method)
def WEIGHT1_REVISE( ): global weight1 for i in range(800): for j in range(756): weight1[ j, i ] += round( Input[ j ] * HiddenError[ i ] * Method.sigmoid_reverse( layer1[ i ] ) * 0.00001 * Learning_Rate_1, precision )
import Method, json
api = Method.Method()
def longpolling():
"""
Essa funcionalidade permitirá que você faça checagem de novas ações e colete os dados,
caso houver, ela retornará o que encontrar, caso não tenha nada, ela retornará algo pré-definido
isso fará com que o loop não seja interrompido.
"""
temp = 100
while True:
data = api.sendTG(method="getUpdates",
offset=temp,
timeout=int(temp + 1),
allowed_updates='message')
data = data["response"]
if len(data["result"]) == 0:
resp = json.dumps(
dict(ping='pong')
) #Estou definido algo para retorna, caso não encontre resultados
elif ("result" in data):
temp = int(data['result'][0]['update_id'] + 1) #Aumentando o tempo
resp = data['result'][0]
handler(resp)
def handler(vetor):
"""
Essa função receberá eventos, porém só irá fazer o tratamento dos evento que possuam a chave: "message"; no vetor;
caso seja encontrado essa chave, responderá com a palavra: PONG
def load_data(url):
print(url)
power = pd.read_csv(url, encoding='utf8')
id = power.id.iloc[0]
#以便划分数据
data.time = data.time.str.split(' ').str[0]
power.time = power.time.str.split(' ').str[0]
power.to_csv(url, encoding='utf8', index=False)
time = data.time.drop_duplicates().to_list()
#找出天气缺失天
delete = []
for t in power.time:
if t not in time:
delete.append(t)
print(delete)
#按一天为索引把数据存储在一个字典里，其中一天包含24小时的数据
weatherList = {}
tmpList = [data.iloc[0].values]
j = 0
for i in range(1, len(data)):
if (i == len(data) - 1):
tmpList.append(data.iloc[i].values)
weatherList[j] = tmpList
tmpList = []
if (data.iloc[i].time != data.iloc[i - 1].time):
weatherList[j] = tmpList
tmpList = []
j += 1
tmpList.append(data.iloc[i].values)
else:
tmpList.append(data.iloc[i].values)
Temperature = []
humidity = []
weatherCode = []
for key, values in weatherList.items():
tem = []
hum = []
wea = []
for j in values:
tem.append(j[2])
hum.append(j[3])
wea.append(j[6])
Temperature.append(tem)
humidity.append(hum)
weatherCode.append(wea)
weatherCode = np.asarray(weatherCode)
Temperature = np.asarray(Temperature)
humidity = np.asarray(humidity)
T_MAX = np.hstack(Temperature).max()
T_MIN = np.hstack(Temperature).min()
H_MAX = np.hstack(humidity).max()
H_MIN = np.hstack(humidity).min()
wcount = data['weatherCode'].value_counts().count()
method = Method.Method(T_MAX, T_MIN, H_MAX, H_MIN, wcount)
#归一化处理
uniformTemperatureList = method.temperatureUniform(Temperature)
uniformHumidityList = method.humidityUniform(humidity)
uniformWeatherList = method.weatherUniform(weatherCode)
uniformTemperatureList.reverse()
uniformHumidityList.reverse()
uniformWeatherList.reverse()
#查看数据的从第48个数据开始时错误的，这里可以随意设置
forecastTemperatureList = uniformTemperatureList[10:]
forecastHumidityList = uniformHumidityList[10:]
forecastWeatherList = uniformWeatherList[10:]
time.reverse()
dateListResult = time
dateListResult = dateListResult[10:]
#相似日填充
for i in range(len(dateListResult)):
startDate = datetime.datetime.strptime(time[0], '%Y-%m-%d')
endDate = datetime.datetime.strptime(dateListResult[i], '%Y-%m-%d')
delta = datetime.timedelta(days=1)
j = 0
DistanceList = {}
dic = {}
while startDate > endDate:
if datetime.datetime.strftime(startDate, '%Y-%m-%d') in delete:
startDate = startDate - delta
continue
# print(startDate)
weatherDistance = method.getDistance(uniformWeatherList[j],
forecastWeatherList[i])
humidityDistance = method.getDistance(uniformHumidityList[j],
forecastHumidityList[i])
temperatureDistance = method.getDistance(
uniformTemperatureList[j], forecastTemperatureList[i])
Distance = 0.6 * weatherDistance + 0.2 * humidityDistance + 0.2 * temperatureDistance # 对三种因素采取不同的权重
DistanceList[startDate.strftime(
'%Y-%m-%d')] = Distance # 把每个相似日计算出的欧氏距离放入字典
startDate = startDate - delta
j = j + 1
sortedDistance = sorted(DistanceList.items(),
key=operator.itemgetter(1))
#print(dateListResult[i])
'''
print('欧氏距离为：', DistanceList)
print('相似日期为：',sortedDistance[0][0],sortedDistance[1][0],sortedDistance[2][0],
sortedDistance[3][0],sortedDistance[4][0])#,sortedDistance[5][0],
sortedDistance[6][0])
'''
s_p0 = power[power['time'] == sortedDistance[0]
[0]]['dayPower'].values[0]
s_p1 = power[power['time'] == sortedDistance[1]
[0]]['dayPower'].values[0]
s_p2 = power[power['time'] == sortedDistance[2]
[0]]['dayPower'].values[0]
s_p3 = power[power['time'] == sortedDistance[3]
[0]]['dayPower'].values[0]
s_p4 = power[power['time'] == sortedDistance[4]
[0]]['dayPower'].values[0]
dic['time'] = dateListResult[i]
s_p = power[power['time'] == dateListResult[i]]['dayPower'].values[0]
if (s_p == 0 or s_p == -1):
if (s_p4 != 0 and s_p4 != -1):
s_p = s_p4
if (s_p3 != 0 and s_p3 != -1):
s_p = s_p3
if (s_p2 != 0 and s_p2 != -1):
s_p = s_p2
if (s_p1 != 0 and s_p1 != -1):
s_p = s_p1
if (s_p0 != 0 and s_p0 != -1):
s_p = s_p0
index = power[power['time'] ==
dateListResult[i]]['dayPower'].index[0]
power.loc[index, 'dayPower'] = s_p
power.to_csv('./data/FillData/fill_station' + str(id) + '.csv',
index=False,
encoding='utf8')
def initialize_ast():
# define In class:
cin = Class("In", None)
cin.builtin = True # this is a builtin class
cout = Class("Out", None)
cout.builtin = True # this, too, is a builtin class
scanint = Method('scan_int', cin, 'public', 'static', Type('int'))
scanint.update_body(
SkipStmt(None)) # No line number information for the empty body
cin.add_method(scanint)
scanfloat = Method('scan_float', cin, 'public', 'static', Type('float'))
scanfloat.update_body(
SkipStmt(None)) # No line number information for the empty body
cin.add_method(scanfloat)
printint = Method('print', cout, 'public', 'static', Type('void'))
printint.update_body(
SkipStmt(None)) # No line number information for the empty body
printint.add_var('i', 'formal',
Type('int')) # single integer formal parameter
cout.add_method(printint)
printfloat = Method('print', cout, 'public', 'static', Type('void'))
printfloat.update_body(
SkipStmt(None)) # No line number information for the empty body
printfloat.add_var('f', 'formal',
Type('float')) # single float formal parameter
cout.add_method(printfloat)
printboolean = Method('print', cout, 'public', 'static', Type('void'))
printboolean.update_body(
SkipStmt(None)) # No line number information for the empty body
printboolean.add_var('b', 'formal',
Type('boolean')) # single boolean formal parameter
cout.add_method(printboolean)
printstring = Method('print', cout, 'public', 'static', Type('void'))
printstring.update_body(
SkipStmt(None)) # No line number information for the empty body
printstring.add_var('b', 'formal',
Type('string')) # single string formal parameter
cout.add_method(printstring)
addtotable(classtable, "In", cin)
addtotable(classtable, "Out", cout)
import Method
nama=Method.ticket_method("Nama")
nama.intro(31)
print(" ______________________________________ ")
print("| SELAMAT DATANG DI TEKKOM AIRWAYS |")
print("|______________________________________|")
print("| RUTE | Harga |")
print("|1. JAKARTA-PALANGKARAYA | Rp 800.000 |")
print("|2. JAKARTA-SURABAYA | Rp 650.000 |")
print("|3. JAKARTA-SEMARANG | Rp 550.000 |")
print("|______________________________________|")
def book():
pax = int(input("Jumlah Penumpang = "))
print ("Masukan nama Penumpang : ")
for i in range (int(pax)):
i += 1
n = input("Penumpang ke- {} ".format(i))
tot=pax*harga
print("Total Harga Rp ",tot)
print("__________")
email=input("Masukkan Alamat Email Anda: ")
print("----------")
print("Terima Kasih Telah Memilih Terbang Bersama Kami")
print("E-Ticket Anda Akan Dikirimkan Melalui Email ", email)
print("<<<Tetap Patuhi Protokol Kesehatan>>>")
print("----------")
rute= int(input("Masukkan Pilihan Rute : "))
if (rute == 1):