import RAKE
import operator
import nltk
from nltk.tokenize import word_tokenize
import json

with open("stoplist.json") as f:
    stoplist = json.load(f)


class Variable:
    def __init__(self, text):
        global stoplist
        self.text = text
        self.namelookup = ["NNP", "NNS", "NN", "JJS", "JJ"]
        self.stoplist = stoplist["variable"]

    def name(self):
        self.stop_dir = "./stoplist.txt"
        self.rake_object = RAKE.Rake(self.stop_dir)
        self.keywords = self.sort_tup(self.rake_object.run(self.text)[-10:])
        print("KEYWORDS: ", self.keywords)

    def sort_tup(self, tup):
        tup.sort(key=lambda x: x[1])
        return tup

    def name_nltk(self):
        self.text = word_tokenize(self.text)
        self.words = nltk.pos_tag(self.text)
        self.words = [i for i in self.words if i[0] not in self.stoplist]
        self.words = [i for i in self.words if i[1] in self.namelookup]
        print(self.words)


class MakeRegex:
    def __init__(self):
        pass


imp = Variable("set the value of x to 5")
imp.name_nltk()
imp = Variable("apples = 5")
imp.name_nltk()
imp = Variable("set the value of x to false")
imp.name_nltk()
imp = Variable("create a new variable named apples, and set its value to 5")
imp.name_nltk()
imp = Variable("the value of xtwo is 3")
imp.name_nltk()
imp = Variable("decTest = 5.64")
imp.name_nltk()
imp = Variable("d equal 5.64")
imp.name_nltk()
imp = Variable("say 'hello'")
imp.name_nltk()

034313e81989a1ff9be8ddf0cabb4908beaf7a80
<mask token>


class Variable:
    <mask token>

    def name(self):
        self.stop_dir = './stoplist.txt'
        self.rake_object = RAKE.Rake(self.stop_dir)
        self.keywords = self.sort_tup(self.rake_object.run(self.text)[-10:])
        print('KEYWORDS: ', self.keywords)

    def sort_tup(self, tup):
        tup.sort(key=lambda x: x[1])
        return tup

    def name_nltk(self):
        self.text = word_tokenize(self.text)
        self.words = nltk.pos_tag(self.text)
        self.words = [i for i in self.words if i[0] not in self.stoplist]
        self.words = [i for i in self.words if i[1] in self.namelookup]
        print(self.words)


class MakeRegex:

    def __init__(self):
        pass


<mask token>

<mask token>
with open('stoplist.json') as f:
    stoplist = json.load(f)


class Variable:

    def __init__(self, text):
        global stoplist
        self.text = text
        self.namelookup = ['NNP', 'NNS', 'NN', 'JJS', 'JJ']
        self.stoplist = stoplist['variable']

    def name(self):
        self.stop_dir = './stoplist.txt'
        self.rake_object = RAKE.Rake(self.stop_dir)
        self.keywords = self.sort_tup(self.rake_object.run(self.text)[-10:])
        print('KEYWORDS: ', self.keywords)

    def sort_tup(self, tup):
        tup.sort(key=lambda x: x[1])
        return tup

    def name_nltk(self):
        self.text = word_tokenize(self.text)
        self.words = nltk.pos_tag(self.text)
        self.words = [i for i in self.words if i[0] not in self.stoplist]
        self.words = [i for i in self.words if i[1] in self.namelookup]
        print(self.words)


class MakeRegex:

    def __init__(self):
        pass


<mask token>
imp.name_nltk()
<mask token>
imp.name_nltk()
<mask token>
imp.name_nltk()
<mask token>
imp.name_nltk()
<mask token>
imp.name_nltk()
<mask token>
imp.name_nltk()
<mask token>
imp.name_nltk()
<mask token>
imp.name_nltk()

<mask token>
with open('stoplist.json') as f:
    stoplist = json.load(f)


class Variable:

    def __init__(self, text):
        global stoplist
        self.text = text
        self.namelookup = ['NNP', 'NNS', 'NN', 'JJS', 'JJ']
        self.stoplist = stoplist['variable']

    def name(self):
        self.stop_dir = './stoplist.txt'
        self.rake_object = RAKE.Rake(self.stop_dir)
        self.keywords = self.sort_tup(self.rake_object.run(self.text)[-10:])
        print('KEYWORDS: ', self.keywords)

    def sort_tup(self, tup):
        tup.sort(key=lambda x: x[1])
        return tup

    def name_nltk(self):
        self.text = word_tokenize(self.text)
        self.words = nltk.pos_tag(self.text)
        self.words = [i for i in self.words if i[0] not in self.stoplist]
        self.words = [i for i in self.words if i[1] in self.namelookup]
        print(self.words)


class MakeRegex:

    def __init__(self):
        pass


imp = Variable('set the value of x to 5')
imp.name_nltk()
imp = Variable('apples = 5')
imp.name_nltk()
imp = Variable('set the value of x to false')
imp.name_nltk()
imp = Variable('create a new variable named apples, and set its value to 5')
imp.name_nltk()
imp = Variable('the value of xtwo is 3')
imp.name_nltk()
imp = Variable('decTest = 5.64')
imp.name_nltk()
imp = Variable('d equal 5.64')
imp.name_nltk()
imp = Variable("say 'hello'")
imp.name_nltk()

import RAKE
import operator
import nltk
from nltk.tokenize import word_tokenize
import json
with open('stoplist.json') as f:
    stoplist = json.load(f)


class Variable:

    def __init__(self, text):
        global stoplist
        self.text = text
        self.namelookup = ['NNP', 'NNS', 'NN', 'JJS', 'JJ']
        self.stoplist = stoplist['variable']

    def name(self):
        self.stop_dir = './stoplist.txt'
        self.rake_object = RAKE.Rake(self.stop_dir)
        self.keywords = self.sort_tup(self.rake_object.run(self.text)[-10:])
        print('KEYWORDS: ', self.keywords)

    def sort_tup(self, tup):
        tup.sort(key=lambda x: x[1])
        return tup

    def name_nltk(self):
        self.text = word_tokenize(self.text)
        self.words = nltk.pos_tag(self.text)
        self.words = [i for i in self.words if i[0] not in self.stoplist]
        self.words = [i for i in self.words if i[1] in self.namelookup]
        print(self.words)


class MakeRegex:

    def __init__(self):
        pass


imp = Variable('set the value of x to 5')
imp.name_nltk()
imp = Variable('apples = 5')
imp.name_nltk()
imp = Variable('set the value of x to false')
imp.name_nltk()
imp = Variable('create a new variable named apples, and set its value to 5')
imp.name_nltk()
imp = Variable('the value of xtwo is 3')
imp.name_nltk()
imp = Variable('decTest = 5.64')
imp.name_nltk()
imp = Variable('d equal 5.64')
imp.name_nltk()
imp = Variable("say 'hello'")
imp.name_nltk()

import RAKE
import operator
import nltk
from nltk.tokenize import word_tokenize
import json

with open("stoplist.json") as f:
    stoplist = json.load(f)


class Variable:
    def __init__(self, text):
        global stoplist
        self.text = text
        self.namelookup = ["NNP", "NNS", "NN", "JJS", "JJ"]
        self.stoplist = stoplist["variable"]

    def name(self):
        self.stop_dir = "./stoplist.txt"
        self.rake_object = RAKE.Rake(self.stop_dir)
        self.keywords = self.sort_tup(self.rake_object.run(self.text)[-10:])
        print("KEYWORDS: ", self.keywords)

    def sort_tup(self, tup):
        tup.sort(key=lambda x: x[1])
        return tup

    def name_nltk(self):
        self.text = word_tokenize(self.text)
        self.words = nltk.pos_tag(self.text)
        self.words = [i for i in self.words if i[0] not in self.stoplist]
        self.words = [i for i in self.words if i[1] in self.namelookup]
        print(self.words)


class MakeRegex:
    def __init__(self):
        pass


imp = Variable("set the value of x to 5")
imp.name_nltk()
imp = Variable("apples = 5")
imp.name_nltk()
imp = Variable("set the value of x to false")
imp.name_nltk()
imp = Variable("create a new variable named apples, and set its value to 5")
imp.name_nltk()
imp = Variable("the value of xtwo is 3")
imp.name_nltk()
imp = Variable("decTest = 5.64")
imp.name_nltk()
imp = Variable("d equal 5.64")
imp.name_nltk()
imp = Variable("say 'hello'")
imp.name_nltk()
