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application.py
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application.py
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import os
import mysql.connector
from flask import Flask, redirect, render_template, request
import time
import string
import random
import requests
import collections
import pandas
import pandas as pd
import nltk
from nltk.util import ngrams
import string
from collections import Counter
application = Flask(__name__,template_folder='templates',static_folder='static')
# server = 'database-1.c258gk6wjppu.us-east-2.rds.amazonaws.com'
# database = 'adb'
# username = 'admin'
# password = 'Awsrds123'
port=3000
# driver = '{ODBC Driver 17 for SQL Server}'
# myHostname = "ahaan.redis.cache.windows.net"
# myPassword = "89LwGGRPONsY+JJwv6C0W7wCQHVhB55F7O31rIRrVZw="
#
#
# #
# r = redis.Redis(host='ahaan.redis.cache.windows.net',
# port=6379, db=0, password='89LwGGRPONsY+JJwv6C0W7wCQHVhB55F7O31rIRrVZw=')
# def disdata():
# dbconn = mysql.connector.connect(host="database-1.c258gk6wjppu.us-east-2.rds.amazonaws.com", user="admin",
# password="Awsrds123")
# cursor = dbconn.cursor()
# start = time.time()
# cursor.execute("SELECT TOP 10000 * FROM [quake]")
# row = cursor.fetchall()
# end = time.time()
# executiontime = end - start
# return render_template('searchearth.html', ci=row, t=executiontime)
# def randrange(rangfro=None, rangto=None, num=None):
# dbconn = mysql.connector.connect(host="database-1.c258gk6wjppu.us-east-2.rds.amazonaws.com", user="admin",
# password="Awsrds123")
# cursor = dbconn.cursor()
# start = time.time()
# timeq = []
# mag1_li = []
# mag2_li = []
# time_li = []
# final = []
# for i in range(0, int(num)):
# mag1 = round(random.uniform(rangfro, rangto), 1)
# mag2 = round(random.uniform(rangfro, rangto), 1)
# if mag1 > mag2:
# success = "SELECT count(*) from [quake] where depth>'" + str(mag2) + "' and depth <" + str(mag1)
# else:
# success = "SELECT count(*) from [quake] where depth>'" + str(mag1) + "' and depth <" + str(mag2)
# print(mag1)
# print(mag2)
# hash = hashlib.sha224(success.encode('utf-8')).hexdigest()
# key = "redis_cache:" + hash
# if (r.get(key)):
# print("redis cached")
# else:
# print(key)
# print(r)
# # Do MySQL query
# print("Execution failed")
# cursor.execute(success)
# data = cursor.fetchall()
# rows = []
# for j in data:
# print(j)
# row_count = j
# rows.append(str(j))
# new_row = rows
# # Put data into cache for 1 hour
# r.set(key, pickle.dumps(list(rows)))
# r.expire(key, 36);
# # if (i < 1):
# first_time = time.time()
# first_execute = first_time - start
# timeq.append(first_execute)
# check123 = "The Depth 1 " + str(mag1) + " The Depth 2 " + str(mag2) + " The time is " + str(
# first_execute) + "The count is " + str(row_count)
# final.append(check123)
# print(first_execute)
# # print(new_row)
# # print ("Hello")
# cursor.execute(success)
# print("Step4")
# # print(rows)
# end = time.time()
# exectime = end - start
# return render_template('count.html', t=final, u=mag2_li, s=timeq, ci=rows, en=exectime)
# def randrange_time(rangfro=None, rangto=None, num=None):
# dbconn = mysql.connector.connect(host="database-1.c258gk6wjppu.us-east-2.rds.amazonaws.com", user="admin",
# password="Awsrds123")
# cursor = dbconn.cursor()
# start = time.time()
# timeq = []
# mag1_li = []
# mag2_li = []
# time_li = []
# final = []
# for i in range(0, int(num)):
# mag1 = round(random.uniform(rangfro, rangto), 1)
# mag2 = round(random.uniform(rangfro, rangto), 1)
# if mag1 > mag2:
# success = "SELECT * from adb.quake " # where depth>'" + str(mag2) + "' and depth <'" + str(mag1)
# else:
# success = "SELECT * from adb.quake"# where depth>'" + str(mag1) + "' and depth <'" + str(mag2)
# # Do MySQL query
# print("Execution failed")
# cursor.execute(success)
# data = cursor.fetchall()
# print(data)
# rows = []
# row_count = 0
# for j in data:
# print(j)
# row_count = j
# rows.append(str(j))
# new_row = rows
# first_time = time.time()
# first_execute = first_time - start
# timeq.append(first_execute)
# check123 = "The Depth 1 " + str(mag1) + " The Depth 2 " + str(mag2) + " The time is " + str(
# first_execute) + "The count is " + str(row_count)
# final.append(check123)
# print(first_execute)
# # print(new_row)
# # print ("Hello")
# cursor.execute(success)
# print("Step4")
# #print(rows)
# end = time.time()
# exectime = end - start
# return render_template('count123.html', t=final, u=mag2_li, s=timeq, ci=rows, en=exectime)
# def randrange_out(rangfro=None, rangto=None, num=None):
# dbconn = mysql.connector.connect(host="database-1.c258gk6wjppu.us-east-2.rds.amazonaws.com", user="admin",
# password="Awsrds123")
# cursor = dbconn.cursor()
# start = time.time()
# timeq = []
# mag1_li = []
# mag2_li = []
# time_li = []
# final = []
# for i in range(0, int(num)):
# mag1 = round(random.uniform(rangfro, rangto), 1)
# mag2 = round(random.uniform(rangfro, rangto), 1)
# if mag1 > mag2:
# success = "SELECT count(*) from [quake] where depth>'" + str(mag2) + "' and depth <" + str(mag1)
# else:
# success = "SELECT count(*) from [quake] where depth>'" + str(mag1) + "' and depth <" + str(mag2)
# print(mag1)
# print(mag2)
# hash = hashlib.sha224(success.encode('utf-8')).hexdigest()
# key = "redis_cache:" + hash
# if (r.get(key)):
# print("redis cached")
# else:
# print(key)
# print(r)
# # Do MySQL query
# print("Execution failed")
# cursor.execute(success)
# data = cursor.fetchall()
# rows = []
# row_count = 0
# for j in data:
# print(j)
# row_count = j
# rows.append(str(j))
# new_row = rows
# # Put data into cache for 1 hour
# r.set(key, pickle.dumps(list(rows)))
# r.expire(key, 36);
# # if (i < 1):
# first_time = time.time()
# first_execute = first_time - start
# timeq.append(first_execute)
# check123 = "The Depth 1 " + str(mag1) + " The Depth 2 " + str(mag2) + " The time is " + str(
# first_execute) + "The count is " + str(row_count)
# final.append(check123)
# print(first_execute)
# # print(new_row)
# # print ("Hello")
# cursor.execute(success)
# print("Step4")
# # print(rows)
# end = time.time()
# exectime = end - start
# return render_template('count1.html', t=final, u=mag2_li, s=timeq, ci=rows, en=exectime)
# def randrange1(rangfro=None, rangto=None, lat1=None):
# dbconn = mysql.connector.connect(host="database-1.c258gk6wjppu.us-east-2.rds.amazonaws.com", user="admin",
# password="Awsrds123")
# cursor = dbconn.cursor()
# success = "SELECT latitude,longitude,time,depth from [quake] where depth>'" + str(rangfro) + "' and depth <'" + str(rangto) + "' and latitude>" + str(lat1)
# print("Execution failed")
# cursor.execute(success)
# data = cursor.fetchall()
# print("Step4")
# print(data)
# return render_template('searchearth.html', ci=data)
# def splitdatabar(year=None, split=None):
# dbconn = mysql.connector.connect(host="database-1.c258gk6wjppu.us-east-2.rds.amazonaws.com", user="admin",
# password="Awsrds123")
# cursor = dbconn.cursor()
# pop1 = 0
# pop2 = 0
# ye = str(year)
# pop = int(20000000 / int(split - 1))
# print(pop)
# rows = []
# rows = list([['population', 'no of states']])
# arr = []
# while (pop1 <= 20000000):
# pop2 = pop1 + pop
# sql = "select '" + str(100000) + "',count(*) from year where \"" + str(year) + "\" between '" + str(
# pop1) + "' and '" + str(pop2) + "'"
# print(pop1)
# print(pop2)
# cursor.execute(sql)
# data = cursor.fetchall()
# for j in data:
# rows.append(list(j))
# print((rows))
# pop1 = pop2
# arr.append(rows)
# return render_template('resultsbar.html', data=rows, ci=arr)
# def splitdatapie(split=None, year=None):
# dbconn = mysql.connector.connect(host="database-1.c258gk6wjppu.us-east-2.rds.amazonaws.com", user="admin",
# password="Awsrds123")
# cursor = dbconn.cursor()
# pop1 = 0
# pop2 = 0
# ye = str(year)
# pop = int(20000000 / int(split - 1))
# print(pop)
# rows = []
# rows = list([['population', 'no of states']])
# arr = []
# while (pop1 <= 20000000):
# pop2 = pop1 + pop
# sql = "select '" + str(100000) + "',count(*) from year where \"" + str(year) + "\" between '" + str(
# pop1) + "' and '" + str(pop2) + "'"
# print(pop1)
# print(pop2)
# cursor.execute(sql)
# data = cursor.fetchall()
# for j in data:
# rows.append(list(j))
# print((rows))
# pop1 = pop2
# arr.append(rows)
# return render_template('resultspie.html', data=rows, ci=arr)
# def splitdatasc(magone=None, magtwo=None, state=None):
# dbconn = mysql.connector.connect(host="database-1.c258gk6wjppu.us-east-2.rds.amazonaws.com", user="admin",
# password="Awsrds123")
# cursor = dbconn.cursor()
# ip1 = 0
# ip2 = 0
# ye = str(state)
# pop = float(30000000 / float(state))
# print(pop)
# rows = []
# rows = list([['population', 'Number of States']])
# arr = []
# while (ip1 < 30000000):
# ip2 = ip1 + pop
# sql = "select 1 ,count(*) from year where \"2015\"between " + str(ip1) + " and " + str(ip2)
# print(ip1)
# print(ip2)
# cursor.execute(sql)
# data = cursor.fetchall()
# for j in data:
# rows.append(list(j))
# ip1 = ip2 + pop
# arr.append(rows)
# print("Step4")
# print(arr)
# return render_template('resultssc.html', data=rows, ci=arr)
# # @application.route("/") #If given time
# # def home():
# # # counter = 0
# # # incrementer(counter)
# # return render_template('time.html')
#---------------------------------------------------------------------------------------------------------------
#Quiz6
def names():
file = open("Alamo.txt", encoding="utf8")
a= file.read()
# Stopwords
stopwords = set(line.strip() for line in open('stopwords1.txt'))
stopwords = stopwords.union(set(['un','una','unas','unos','uno','sobre','todo','también','tras','otro','algún','alguno','alguna','algunos','algunas','ser','es','soy','eres','somos','sois','estoy','esta','estamos','estais','estan','como','en','para','atras','porque','por qué','estado','estaba','ante','antes','siendo','ambos','pero','por','poder','puede','puedo','podemos','podeis','pueden','fui','fue','fuimos','fueron','hacer','hago','hace','hacemos','haceis','hacen','cada','fin','incluso','primero','desde','conseguir','consigo','consigue','consigues','conseguimos','consiguen','ir','voy','va','vamos','vais','van','vaya','gueno','ha','tener','tengo','tiene','tenemos','teneis','tienen','el','la','lo','las','los','su','aqui','mio','tuyo','ellos','ellas','nos','nosotros','vosotros','vosotras','si','dentro','solo','solamente','saber','sabes','sabe','sabemos','sabeis','saben','ultimo','largo','bastante','haces','muchos','aquellos','aquellas','sus','entonces','tiempo','verdad','verdadero','verdadera','cierto','ciertos','cierta','ciertas','intentar','intento','intenta','intentas','intentamos','intentais','intentan','dos','bajo','arriba','encima','usar','uso','usas','usa','usamos','usais','usan','emplear','empleo','empleas','emplean','ampleamos','empleais','valor','muy','era','eras','eramos','eran','modo','bien','cual','cuando','donde','mientras','quien','con','entre','sin','trabajo','trabajar','trabajas','trabaja','trabajamos','trabajais','trabajan','podria','podrias','podriamos','podrian','podriais','yo','aquel']))
list=len(stopwords)
# Instantiate a dictionary, and for every word in the file,
# Add to the dictionary if it doesn't exist. If it does, increase the count.
wordcount = {}
# To eliminate duplicates, remember to split by punctuation, and use case demiliters.
for word in a.lower().split():
word = word.replace(".","")
word = word.replace(",","")
word = word.replace(":","")
word = word.replace("\"","")
word = word.replace("!","")
word = word.replace("“","")
word = word.replace("‘","")
word = word.replace("*","")
if word in stopwords:
if word not in wordcount:
wordcount[word] = 1
else:
wordcount[word] += 1
# # Print most common word
# n_print = int(input("How many most common words to print: "))
# print("\nOK. The {} most common words are as follows\n".format(n_print))
word_counter = collections.Counter(wordcount)
list5= [] #word
list6=[] #count
for word, count in word_counter.most_common(list):
list5.append(word)
list6.append(count)
# print(len(list6))
return render_template('names.html', data=list5, wrd=list6, leng = len(list6) )
def mulfiles():
file = open("A Christmas Carol by Charles Dickens.txt", encoding="utf8")
a= file.read()
# Stopwords
stopwords = set(line.strip() for line in open('stopwords.txt'))
stopwords = stopwords.union(set(['mr','mrs','one','two','said','I','the','is','in','it']))
# Instantiate a dictionary, and for every word in the file,
# Add to the dictionary if it doesn't exist. If it does, increase the count.
wordcount = {}
# To eliminate duplicates, remember to split by punctuation, and use case demiliters.
for word in a.lower().split():
word = word.replace(".","")
word = word.replace(",","")
word = word.replace(":","")
word = word.replace("\"","")
word = word.replace("!","")
word = word.replace("“","")
word = word.replace("‘","")
word = word.replace("*","")
if word not in stopwords:
if word not in wordcount:
wordcount[word] = 1
else:
wordcount[word] += 1
# # Print most common word
# n_print = int(input("How many most common words to print: "))
# print("\nOK. The {} most common words are as follows\n".format(n_print))'
dict1 = {}
dict1 = collections.Counter(wordcount)
print("Count for th whole file")
print(dict1)
#------------------------
#2nd file
file = open("The ghosts of their ancestors by Weymer Jay Mills.txt", encoding="utf8")
a= file.read()
# Stopwords
stopwords = set(line.strip() for line in open('stopwords.txt'))
stopwords = stopwords.union(set(['mr','mrs','one','two','said','I','the','is','in','it']))
# Instantiate a dictionary, and for every word in the file,
# Add to the dictionary if it doesn't exist. If it does, increase the count.
wordcount = {}
# To eliminate duplicates, remember to split by punctuation, and use case demiliters.
for word in a.lower().split():
word = word.replace(".","")
word = word.replace(",","")
word = word.replace(":","")
word = word.replace("\"","")
word = word.replace("!","")
word = word.replace("“","")
word = word.replace("‘","")
word = word.replace("*","")
if word not in stopwords:
if word not in wordcount:
wordcount[word] = 1
else:
wordcount[word] += 1
# # Print most common word
# n_print = int(input("How many most common words to print: "))
# print("\nOK. The {} most common words are as follows\n".format(n_print))
word_counter = collections.Counter(wordcount)
dict2 = {}
dict2= dict(word_counter.most_common(int(20)))
print(dict2)
newlist = []
newlist2 = []
for key,val in dict2.items():
print("Inside for loop")
print(key)
if key in dict1.keys():
print (key, dict1[key])
newlist.append(key)
newlist2.append(dict1[key])
return render_template('names.html', data=newlist, wrd=newlist2, leng = len(newlist))
def getlist(): #Image fn takes ASCII as ip
x = np.genfromtxt("asc2.txt", dtype=None)
new = ''.join(chr(i) for i in x)
text1 = str(new)
with open('output.txt', 'w') as f_output:
f_output.write(text1)
file = open('output.txt', encoding="utf8")
a= file.read()
stopwords = set(line.strip() for line in open('stopwords.txt'))
stopwords = stopwords.union(set(['the','to','your','cloud','app']))
wordcount = {}
for word in a.lower().split():
word = word.replace(".","")
word = word.replace(",","")
word = word.replace(":","")
word = word.replace("\"","")
word = word.replace("!","")
word = word.replace("'","")
word = word.replace("‘","")
word = word.replace("*","")
if word in stopwords:
if word not in wordcount:
wordcount[word] = 1
else:
wordcount[word] += 1
n_print = int(2) #put length of list
#n_print = int(input("How many most common words to print: ")) #give number here instead of input to hardcode
print("\nOK. The {} most common words are as follows\n".format(n_print))
word_counter = collections.Counter(wordcount)
pics = []
for word, count in word_counter.most_common(n_print):
print(word, ": ", count)
pics.append(str(word) + '.jpg')
file.close()
return pics
def ques7(word=None):
file = open('alamo.txt', encoding="utf-8")
text= file.read()
target = word
words = text.split()
for i,w in enumerate(words):
if w == target:
# next word
print("the word after is:")
print (words[i+1])
# previous word
print("the word brfore it is:")
if i>0:
print (words[i-1])
return render_template('ques10.html', data=words)#[i+1],data2=words[i-1])
def ques9():
search_keywords=['1']
file = open('alamo.txt', encoding="utf-8")
text= file.read()
# text = in_file.read()
sentences = text.split(".")
for sentence in sentences:
if (all(map(lambda word: str(word) in sentence, search_keywords))):
print (sentence)
sen =sentence
return render_template('ques10.html', data=sen)
def ques10(word=None):
search_keywords=[word]
file = open('Alamo.txt', encoding="utf-8")
text= file.read()
# text = in_file.read()
sentences = text.split(".")
for sentence in sentences:
if (all(map(lambda word: word in sentence, search_keywords))):
print (sentence)
sen =sentence
return render_template('ques10.html', data=sen)
def ngram(nums=None):
file = open('A Christmas Carol by Charles Dickens.txt', encoding="utf-8")
data= file.read()
words = data.split()
table = str.maketrans('', '', string.punctuation)
stripped = [w.translate(table) for w in words]
assembled= " ".join(stripped)
def extract_ngrams(assembled, num):
n_grams = ngrams(nltk.word_tokenize(assembled), num)
return [ ' '.join(grams) for grams in n_grams]
list_data = extract_ngrams(assembled, nums)
counts = Counter(list_data)
print(counts.most_common(5))
listval=[]
listval = counts.most_common(5)
print(listval)
file.close()
return render_template('ngram.html', vals = listval)
#-------------------------------------------------------------------------------------------------------
@application .route('/names', methods=['GET'])
def Name():
#num = int(request.args.get('num'))
return names()
@application .route('/twofiles', methods=['GET'])
def Names():
return mulfiles()
@application .route('/q9', methods=['GET'])
def qu9():
return ques9()
@application.route('/picture', methods=['GET'])
def picture():
word = request.args.get('x')
return ques10(word)
@application.route('/q7', methods=['GET'])
def qw1():
word = request.args.get('x')
return ques7(word)
@application .route('/ngramroute', methods=['GET'])
def ngramroute():
nums = int(request.args.get('n'))
return ngram(nums)
@application.route('/repeated', methods=['GET'])
def repeated():
x = float(request.args.get('x'))
file = open('Alamo.txt', encoding="utf-8")
a= file.read()# Stopwords
stopwords = set(line.strip() for line in open('stopwords.txt'))
stopwords = stopwords.union(set(['the','to','your','cloud','app']))# Instantiate a dictionary, and for every word in the file,
wordcount = {}# To eliminate duplicates, remember to split by punctuation, and use case demiliters.
for word in a.lower().split():
word = word.replace(".","")
word = word.replace(",","")
word = word.replace(":","")
word = word.replace("\"","")
word = word.replace("!","")
word = word.replace("''","")
word = word.replace("‘","")
word = word.replace("*","")
word = word.replace("|","")
word = word.replace("\"","")
word = word.replace("\'","")
if word not in stopwords:
if word not in wordcount:
wordcount[word] = 1
else:
wordcount[word] += 1# Print most common word
num = int(x) #give number here instead of input to hardcode
# print("\nOK. The {} most common words are as follows\n".format(n_print))
word_counter = collections.Counter(wordcount)
pics1=[]
pics2=[]
list5=[]
list6=[]
for word, count in word_counter.most_common():
print(word, ": ", count)# Close the file
list5.append(str(word))
list6.append(str(count))
file.close()
return render_template("resu.html", data=list5[:-num-1:-1] , wrd=list6[:-num-1:-1] , leng = len(list6) )
@application.route('/')
def hello_world():
return render_template('index.html')
@application .route('/displaydata', methods=['POST'])
def display():
return disdata()
@application .route('/multiplerun', methods=['GET']) # Redis cache extract
def randquery():
rangfro = float(request.args.get('rangefrom'))
rangto = float(request.args.get('rangeto'))
num = request.args.get('nom')
return randrange(rangfro, rangto, num)
@application .route('/multiplerun567', methods=['GET']) # time
def randquery_out():
rangfro = float(request.args.get('rangefrom'))
rangto = float(request.args.get('rangeto'))
num = request.args.get('nom')
return randrange_out(rangfro, rangto, num)
@application .route('/multiplerun123', methods=['GET']) # without redis/memcache extract
def randquery123():
rangfro = float(request.args.get('rangefrom'))
rangto = float(request.args.get('rangeto'))
num = request.args.get('nom')
return randrange_time(rangfro, rangto, num)
@application .route('/splitbar', methods=['GET']) # split mag data
def magquery():
split = int(request.args.get('split'))
year = int(request.args.get('year'))
return splitdatabar(year, split)
@application .route('/splitpie', methods=['GET']) # split pie data
def magquerypie():
# pop1 = float(request.args.get('pop1'))
# pop2 = float(request.args.get('pop1'))
split = int(request.args.get('split'))
year = int(request.args.get('year'))
return splitdatapie(split, year)
@application .route('/splitsc', methods=['GET']) # scatter mag data
def magquerysc():
mag1 = float(request.args.get('year1'))
mag2 = float(request.args.get('year2'))
state = request.args.get('state')
return splitdatasc(mag1, mag2, state)
@application .route('/routeone', methods=['GET'])
def routeone():
rangfro = float(request.args.get('rangefrom'))
rangto = float(request.args.get('rangeto'))
num = request.args.get('nom')
print("in button")
val = request.args.get('radio')
print(val)
if val == '0': # without cache
print("do something")
return randrange_time(rangfro, rangto, num)
elif val == '1':
print("Do else")
return randrange(rangfro, rangto, num)
# @application .route('/')
# def hello_world():
# ip = requests.get('https://checkip.amazonaws.com').text.strip()
# return render_template("image.html",ip=ip)
# 5.59
if __name__ == '__main__':
application.run(port=port)