def predict():
sentence_data = get_text(request.data)
line = sentence_data.decode(encoding='utf-8')
line = line.strip()
# while(True):
# line = input('请输入一句话：')
formatError = check(line)
predict_examples = processor.get_test_examples(line)
features = convert_examples_to_features(predict_examples, label_list,
FLAGS.max_seq_length, tokenizer)
result = model.predict(features)
for prediction in result:
clss = np.argmax(prediction, axis=-1)[0]
# print(882, clss)
if clss in [2, 4, 7] and '，' in line:
formatError.append({
'pos': line.index('，') + 1,
'info': category[clss]
})
if clss in [1, 3] and '、' in line:
formatError.append({
'pos': line.index('、') + 1,
'info': category[clss]
})
if clss in [5, 6] and '。' in line:
formatError.append({
'pos': line.index('。') + 1,
'info': category[clss]
})
return str(formatError)
def main():
#数据库参数
conn = pyodbc.connect("DRIVER={SQL Server};SERVER=xxx.xxx.xxx.xxx;DATABASE=xxx;UID=sa;PWD=xxx;charset=utf8")
#获取游标
cur = conn.cursor()
#连接数据库
Check = check(conn,cur)
#清洗数据
Check.cleandata(cur)
#查找chucuoUserID与出错金额
Check.checkID(cur)
#查找出错人员姓名
Check.checkName(cur)
conn.close()
def login(self):
try:
chrome_login = webdriver.Chrome(
executable_path='/Add_Data/chromedriver.exe')
#此处需要更改
chrome_login.implicitly_wait(10)
chrome_login.get(self.url)
chrome_login.find_element_by_xpath(
'/html/body/div[2]/div/div[2]/div/div[2]/div/div/div/div/div[1]/input[@class="form-control input-lg input-flat"]'
).send_keys(phone_num)
#密码
chrome_login.find_element_by_xpath(
'/html/body/div[2]/div/div[2]/div/div[2]/div/div/div/div/div[2]/input[@class="form-control input-lg input-flat"]'
).send_keys(phone_passwd)
#点击登录'/html/body/div[2]/div/div[2]/div/div[2]/div/div/div/div/div[4]/a'
chrome_login.find_element_by_xpath(
'/html/body/div[2]/div/div[2]/div/div[2]/div/div/div/div/div[4]/a[@class="btn btn-primary btn-block btn-lg"]'
).click()
#获取页面
init_page = chrome_login.page_source
## 返回账号密码错误时,重新执行登陆操作
chrome_login.close()
self.login()
## 返回账号异常时，停止一段时间然后
time.sleep(120)
## 验证码问题
## 点击 chrome_login.click()
### 此处要采用循环， 直到页面加载正常
check_address = check(init_page)
if check_address.type == 1:
result_check = check_address.slide_check()
#引用解决滑动验证的函数
if check_address.type == 2:
result_check = check_address.click_check()
#引用解决点击验证的函数
## 1. 返回正常页面
## 2. 验证内容
except WebDriverException as e:
print(e)
info_fail = 'fail'
return info_fail
finally:
try:
chrome_login.close()
except Exception:
info_none = 'weizhi'
return info_none
except SyntaxError, syntax_error:
dsl_syntax_error = DSLSyntaxError()
dsl_syntax_error.args = syntax_error.args
dsl_syntax_error.lineno = syntax_error.lineno
dsl_syntax_error.msg = syntax_error.msg
dsl_syntax_error.filename = syntax_error.filename
dsl_syntax_error.message = syntax_error.message
dsl_syntax_error.text = syntax_error.text
dsl_syntax_error.offset = syntax_error.offset
dsl_syntax_error.print_file_and_line = syntax_error.print_file_and_line
dsl_syntax_error.understood_expression = cleaned_expression_string
raise dsl_syntax_error
else:
if check(expression)():
check_analysis_out = []
def analysis_out(*things):
check_analysis_out.append("".join(map(str, things)))
check_analysis(expression)(analysis_out)
raise DSLTypeError(
"\n".join(check_analysis_out)
)
else:
Build(expression)()
return expression
from Units import (
units,
analysis
)
def parse(expression_string):
import re
tokens = []
out = tokens.append
def out_all(*pieces):
tokens.extend(pieces)
def write_table_name(scanner, table_name):
out(table_name)
def allowed_identifier(scanner, token):
out(token)
def operator(scanner, token):
if token == "^":
out("**")
else:
out(token)
def write_number(scanner, number):
out(number)
def number_with_units(scanner, token):
number, units = token.split(None, 1)
out_all("Number(", number, ",'", units, "')")
def whitespace(scanner, token):
out(token)
def parenthesis(scanner, token):
out(token)
def comma(scanner, token):
out(token)
allowed_names = {}
for name in (
"Sum Average StandardDeviation Minimum Maximum Count "
"Months FromDate ToDate Number".split()
):
allowed_names[name] = globals()[name]
for month_name in Months.options.keys():
if not isinstance(month_name, int):
allowed_names[month_name] = month_name
scanner_spec = (
(r"#.*?\n", whitespace),
(r'"('+"|".join(SampleTable._SampleTable__names.keys())+')"', write_table_name),
(r"(%s)(?=\W)" % "|".join(allowed_names.keys()), allowed_identifier),
(r"\+|\-|\/|\*|\=|\^", operator),
(r"\(|\)", parenthesis),
(r",", comma),
(r"\s+", whitespace),
(
r"-?[0-9]+(?:\.[0-9]+)?\s+(?:(?:delta|Δ)\s+)?(?: *(?:%(units)s)(?:\^[0-9])?)* *(?:\/(?: *(?:%(units)s)(?:\^[0-9])?)*)?" % dict(
units = "|".join(units_in_out.keys())
),
number_with_units
),
(r"-?[0-9]*(\.[0-9]+)?", write_number),
)
scanner = re.Scanner(scanner_spec)
#print scanner_spec
#print expression_string
_, remainder = scanner.scan(expression_string)
if remainder:
raise SyntaxError(
"Syntax error near: '"+("".join(remainder))+"'"
)
else:
cleaned_expression_string = "("+("".join(tokens))+")"
#print cleaned_expression_string
expression = eval(
cleaned_expression_string,
allowed_names
)
if check(expression):
check_analysis_out = []
def analysis_out(*things):
check_analysis_out.append("".join(map(str, things)))
check_analysis(expression, analysis_out)
raise TypeError(
"\n".join(check_analysis_out)
)
else:
Build(expression)
return expression
def go():
import face_recognition
import cv2
import time
import numpy as np
from logfile import timee
from Check import check
from outtime import timeout
import datetime
x = str(datetime.datetime.now())
date = (x.split(" ", )[0])
video_capture = cv2.VideoCapture(0)
employee_face = ["obama.jpg", "harsh.jpg"]
obama_image = face_recognition.load_image_file(employee_face[0])
obama_face_encoding = face_recognition.face_encodings(obama_image)[0]
harsh_image = face_recognition.load_image_file(employee_face[1])
harsh_face_encoding = face_recognition.face_encodings(harsh_image)[0]
known_face_encodings = [obama_face_encoding, harsh_face_encoding]
known_face_names = ["Barack Obama", "harsh"]
face = []
face_locations = []
face_encodings = []
face_names = []
process_this_frame = True
while True:
ret, frame = video_capture.read()
small_frame = cv2.resize(frame, (0, 0), fx=0.25, fy=0.25)
rgb_small_frame = small_frame[:, :, ::-1]
if process_this_frame:
# Find all the faces and face encodings in the current frame of video
face_locations = face_recognition.face_locations(rgb_small_frame)
face_encodings = face_recognition.face_encodings(
rgb_small_frame, face_locations)
face_names = []
for face_encoding in face_encodings:
# See if the face is a match for the known face(s)
matches = face_recognition.compare_faces(
known_face_encodings, face_encoding)
name = "Unknown"
# # If a match was found in known_face_encodings, just use the first one.
# if True in matches:
# first_match_index = matches.index(True)
# name = known_face_names[first_match_index]
# Or instead, use the known face with the smallest distance to the new face
face_distances = face_recognition.face_distance(
known_face_encodings, face_encoding)
best_match_index = np.argmin(face_distances)
if matches[best_match_index]:
name = known_face_names[best_match_index]
face_names.append(name)
process_this_frame = not process_this_frame
# Display the results
for (top, right, bottom, left), name in zip(face_locations,
face_names):
# Scale back up face locations since the frame we detected in was scaled to 1/4 size
top *= 4
right *= 4
bottom *= 4
left *= 4
# Draw a box around the face
cv2.rectangle(frame, (left, top), (right, bottom), (0, 0, 255), 2)
# Draw a label with a name below the face
cv2.rectangle(frame, (left, bottom - 35), (right, bottom),
(0, 0, 255), cv2.FILLED)
font = cv2.FONT_HERSHEY_DUPLEX
cv2.putText(frame, name, (left + 6, bottom - 6), font, 1.0,
(255, 255, 255), 1)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
# dict1 = {"harsh":"12421","raj":"84511","santosh":"45132"}
# for key,values in dict1:
# if(key in name == [""])
if (name != "Unknown"):
# timee(name)
# face.append(name)
# cv2.imshow('Video', frame)
# cv2.waitKey(4000)
# if name in face:
# timeout(name)
# face.clear()
# else:
#check(name,date)
# video_capture.release()
# time.sleep(7)
# video_capture = cv2.VideoCapture(0)
if (check(name, date) == True):
timeout(name)
cv2.imshow('Video', frame)
cv2.waitKey(4000)
exit()
break
video_capture.release()
cv2.destroyAllWindows()
# start from here
# to recognise the face for timeout
# import sqlite3
# conn = sqlite3.connect('logfile.db')
# cursor = conn.execute("SELECT DATE,NAME from names")
# for row in cursor:
# if(row[0] == date and row[1] == name):
# timeout(name)
video_capture.release()
cv2.destroyAllWindows()
from Check import check
random_que = [
"Rock | Paper | Scissor ? \n", "Rock | Paper | Scissor ? \n",
"Rock | Paper | Scissor ? \n"
]
random_check = [
check(random_que[0], 'scissor'),
check(random_que[1], 'rock'),
check(random_que[2], 'paper')
]
def run_game(random_check):
score = 0
for check in random_check:
answer = input(check.prompt)
if answer == check.choose:
score += 1
print('Matched!\n')
else:
print('Not Matched!\n')
winorlose = int(len(random_check)) / 2
if winorlose < int(score):
print("Congrates! You Won. (Your score is " + str(score) +
" out of " + str(len(random_check)) + ')')
else:
print("Bad Luck! You lost. (Your score is " + str(score) +
" out of " + str(len(random_check)) + ')')
except SyntaxError, syntax_error:
dsl_syntax_error = DSLSyntaxError()
dsl_syntax_error.args = syntax_error.args
dsl_syntax_error.lineno = syntax_error.lineno
dsl_syntax_error.msg = syntax_error.msg
dsl_syntax_error.filename = syntax_error.filename
dsl_syntax_error.message = syntax_error.message
dsl_syntax_error.text = syntax_error.text
dsl_syntax_error.offset = syntax_error.offset
dsl_syntax_error.print_file_and_line = syntax_error.print_file_and_line
dsl_syntax_error.understood_expression = cleaned_expression_string
raise dsl_syntax_error
else:
if check(expression):
check_analysis_out = []
def analysis_out(*things):
check_analysis_out.append("".join(map(str, things)))
check_analysis(expression, analysis_out)
raise DSLTypeError("\n".join(check_analysis_out))
else:
Build(expression)
return expression
from Units import (Units, units, analysis, WhateverUnitsAreNeeded,
MeaninglessUnitsException, DimensionError)
from Check import check, check_analysis
def parse(expression_string):
import re
tokens = []
out = tokens.append
def out_all(*pieces):
tokens.extend(pieces)
def write_table_name(scanner, table_name):
out(table_name)
def allowed_identifier(scanner, token):
out(token)
def operator(scanner, token):
if token == "^":
out("**")
else:
out(token)
def write_number(scanner, number):
out(number)
def number_with_units(scanner, token):
number, units = token.split(None, 1)
out_all("Number(", number, ",'", units, "')")
def whitespace(scanner, token):
out(token)
def parenthesis(scanner, token):
out(token)
def comma(scanner, token):
out(token)
allowed_names = {}
for name in ("Sum Average StandardDeviation Minimum Maximum Count "
"Months FromDate ToDate Number".split()):
allowed_names[name] = globals()[name]
for month_name in Months.options.keys():
if not isinstance(month_name, int):
allowed_names[month_name] = month_name
scanner_spec = (
(r"#.*?\n", whitespace),
(r'"(' + "|".join(SampleTable._SampleTable__names.keys()) + ')"',
write_table_name),
(r"(%s)(?=\W)" % "|".join(allowed_names.keys()), allowed_identifier),
(r"\+|\-|\/|\*|\=|\^", operator),
(r"\(|\)", parenthesis),
(r",", comma),
(r"\s+", whitespace),
(r"-?[0-9]+(?:\.[0-9]+)?\s+(?:(?:delta|Δ)\s+)?(?: *(?:%(units)s)(?:\^[0-9])?)* *(?:\/(?: *(?:%(units)s)(?:\^[0-9])?)*)?"
% dict(units="|".join(units_in_out.keys())), number_with_units),
(r"-?[0-9]*(\.[0-9]+)?", write_number),
)
scanner = re.Scanner(scanner_spec)
#print scanner_spec
#print expression_string
_, remainder = scanner.scan(expression_string)
if remainder:
raise SyntaxError("Syntax error near: '" + ("".join(remainder)) + "'")
else:
cleaned_expression_string = "(" + ("".join(tokens)) + ")"
#print cleaned_expression_string
expression = eval(cleaned_expression_string, allowed_names)
if check(expression):
check_analysis_out = []
def analysis_out(*things):
check_analysis_out.append("".join(map(str, things)))
check_analysis(expression, analysis_out)
raise TypeError("\n".join(check_analysis_out))
else:
Build(expression)
return expression
