def add_essay(self, essay_text, essay_score, essay_generated=0):
        """
        Add new (essay_text,essay_score) pair to the essay set.
        essay_text must be a string.
        essay_score must be an int.
        essay_generated should not be changed by the user.
        Returns a confirmation that essay was added.
        """
        # Get maximum current essay id, or set to 0 if this is the first essay added
        if(len(self._id) > 0):
            max_id = max(self._id)
        else:
            max_id = 0
            # Verify that essay_score is an int, essay_text is a string, and essay_generated equals 0 or 1

        try:
            essay_text = essay_text.encode('ascii', 'ignore')
            if len(essay_text) < 5:
                essay_text = "Invalid essay."
        except:
            log.exception("Could not parse essay into ascii.")

        try:
            # Try conversion of types
            essay_score = int(essay_score)
            essay_text = str(essay_text)
        except:
            # Nothing needed here, will return error in any case.
            log.exception("Invalid type for essay score : {0} or essay text : {1}".format(type(essay_score), type(essay_text)))

        if isinstance(essay_score, int) and isinstance(essay_text, basestring)\
                and (essay_generated == 0 or essay_generated == 1):
            self._id.append(max_id + 1)
            self._score.append(essay_score)
            # Clean text by removing non digit/work/punctuation characters
            try:
                essay_text = str(essay_text.encode('ascii', 'ignore'))
            except:
                essay_text = (essay_text.decode('utf-8', 'replace')).encode('ascii', 'ignore')
            cleaned_essay = util_functions.sub_chars(essay_text).lower()
            if(len(cleaned_essay) > MAXIMUM_ESSAY_LENGTH):
                cleaned_essay = cleaned_essay[0:MAXIMUM_ESSAY_LENGTH]
            self._text.append(cleaned_essay)
            # Spell correct text using aspell
            cleaned_text, spell_errors, markup_text = util_functions.spell_correct(self._text[len(self._text) - 1])
            self._clean_text.append(cleaned_text)
            self._spelling_errors.append(spell_errors)
            self._markup_text.append(markup_text)
            # Tokenize text
            self._tokens.append(nltk.word_tokenize(self._clean_text[len(self._clean_text) - 1]))
            # Part of speech tag text
            self._pos.append(nltk.pos_tag(self._clean_text[len(self._clean_text) - 1].split(" ")))
            self._generated.append(essay_generated)
            # Stem spell corrected text
            porter = nltk.PorterStemmer()
            por_toks = " ".join([porter.stem(w) for w in self._tokens[len(self._tokens) - 1]])
            self._clean_stem_text.append(por_toks)

            ret = "text: " + self._text[len(self._text) - 1] + " score: " + str(essay_score)
        else:
            raise util_functions.InputError(essay_text, "arguments need to be in format "
                                                        "(text,score). text needs to be string,"
                                                        " score needs to be int.")
def add_essay(self, essay_text, essay_score, essay_generated=0):
        """
        Add new (essay_text,essay_score) pair to the essay set.
        essay_text must be a string.
        essay_score must be an int.
        essay_generated should not be changed by the user.
        Returns a confirmation that essay was added.
        """
        # Get maximum current essay id, or set to 0 if this is the first essay added
        if(len(self._id) > 0):
            max_id = max(self._id)
        else:
            max_id = 0
            # Verify that essay_score is an int, essay_text is a string, and essay_generated equals 0 or 1

        try:
            essay_text = essay_text.encode('ascii', 'ignore')
            if len(essay_text) < 5:
                essay_text = "Invalid essay."
        except:
            log.exception("Could not parse essay into ascii.")

        try:
            # Try conversion of types
            essay_score = int(essay_score)
            essay_text = str(essay_text)
        except:
            # Nothing needed here, will return error in any case.
            log.exception("Invalid type for essay score : {0} or essay text : {1}".format(type(essay_score), type(essay_text)))

        if isinstance(essay_score, int) and isinstance(essay_text, basestring)\
                and (essay_generated == 0 or essay_generated == 1):
            self._id.append(max_id + 1)
            self._score.append(essay_score)
            # Clean text by removing non digit/work/punctuation characters
            try:
                essay_text = str(essay_text.encode('ascii', 'ignore'))
            except:
                essay_text = (essay_text.decode('utf-8', 'replace')).encode('ascii', 'ignore')
            cleaned_essay = util_functions.sub_chars(essay_text).lower()
            if(len(cleaned_essay) > MAXIMUM_ESSAY_LENGTH):
                cleaned_essay = cleaned_essay[0:MAXIMUM_ESSAY_LENGTH]
            self._text.append(cleaned_essay)
            # Spell correct text using aspell
            cleaned_text, spell_errors, markup_text = util_functions.spell_correct(self._text[len(self._text) - 1])
            self._clean_text.append(cleaned_text)
            self._spelling_errors.append(spell_errors)
            self._markup_text.append(markup_text)
            # Tokenize text
            self._tokens.append(nltk.word_tokenize(self._clean_text[len(self._clean_text) - 1]))
            # Part of speech tag text
            self._pos.append(nltk.pos_tag(self._clean_text[len(self._clean_text) - 1].split(" ")))
            self._generated.append(essay_generated)
            # Stem spell corrected text
            porter = nltk.PorterStemmer()
            por_toks = " ".join([porter.stem(w) for w in self._tokens[len(self._tokens) - 1]])
            self._clean_stem_text.append(por_toks)

            ret = "text: " + self._text[len(self._text) - 1] + " score: " + str(essay_score)
        else:
            raise util_functions.InputError(essay_text, "arguments need to be in format "
                                                        "(text,score). text needs to be string,"
                                                        " score needs to be int.")
def add_essay ( self , essay_text , essay_score , essay_generated = 0 ) : # Get maximum current essay id, or set to 0 if this is the first essay added if ( len ( self . _id ) > 0 ) : max_id = max ( self . _id ) else : max_id = 0 # Verify that essay_score is an int, essay_text is a string, and essay_generated equals 0 or 1 try : essay_text = essay_text . encode ( 'ascii' , 'ignore' ) if len ( essay_text ) < 5 : essay_text = "Invalid essay." except : log . exception ( "Could not parse essay into ascii." ) try : # Try conversion of types essay_score = int ( essay_score ) essay_text = str ( essay_text ) except : # Nothing needed here, will return error in any case. log . exception ( "Invalid type for essay score : {0} or essay text : {1}" . format ( type ( essay_score ) , type ( essay_text ) ) ) if isinstance ( essay_score , int ) and isinstance ( essay_text , basestring ) and ( essay_generated == 0 or essay_generated == 1 ) : self . _id . append ( max_id + 1 ) self . _score . append ( essay_score ) # Clean text by removing non digit/work/punctuation characters try : essay_text = str ( essay_text . encode ( 'ascii' , 'ignore' ) ) except : essay_text = ( essay_text . decode ( 'utf-8' , 'replace' ) ) . encode ( 'ascii' , 'ignore' ) cleaned_essay = util_functions . sub_chars ( essay_text ) . lower ( ) if ( len ( cleaned_essay ) > MAXIMUM_ESSAY_LENGTH ) : cleaned_essay = cleaned_essay [ 0 : MAXIMUM_ESSAY_LENGTH ] self . _text . append ( cleaned_essay ) # Spell correct text using aspell cleaned_text , spell_errors , markup_text = util_functions . spell_correct ( self . _text [ len ( self . _text ) - 1 ] ) self . _clean_text . append ( cleaned_text ) self . _spelling_errors . append ( spell_errors ) self . _markup_text . append ( markup_text ) # Tokenize text self . _tokens . append ( nltk . word_tokenize ( self . _clean_text [ len ( self . _clean_text ) - 1 ] ) ) # Part of speech tag text self . _pos . append ( nltk . pos_tag ( self . _clean_text [ len ( self . _clean_text ) - 1 ] . split ( " " ) ) ) self . _generated . append ( essay_generated ) # Stem spell corrected text porter = nltk . PorterStemmer ( ) por_toks = " " . join ( [ porter . stem ( w ) for w in self . _tokens [ len ( self . _tokens ) - 1 ] ] ) self . _clean_stem_text . append ( por_toks ) ret = "text: " + self . _text [ len ( self . _text ) - 1 ] + " score: " + str ( essay_score ) else : raise util_functions . InputError ( essay_text , "arguments need to be in format " "(text,score). text needs to be string," " score needs to be int." )
Add new (essay_text,essay_score) pair to the essay set.
        essay_text must be a string.
        essay_score must be an int.
        essay_generated should not be changed by the user.
        Returns a confirmation that essay was added.
Add new ( essay_text essay_score ) pair to the essay set . essay_text must be a string . essay_score must be an int . essay_generated should not be changed by the user . Returns a confirmation that essay was added .