In [1]:

    

from spacy.en import English
from spacy.symbols import nsubj, VERB
from pattern.en import conjugate, PAST, PRESENT, tenses, SINGULAR, PLURAL
from itertools import tee
import string
from HTMLParser import HTMLParser
from change_tense.change_tense import change_tense, get_subjects_of_verb


    

In [2]:

    

nlp = English()


    

In [3]:

    

text = u"Alice was beginning to get very tired of sitting by her sister \
on the bank and of having nothing to do: once or twice she had \
peeped into the book her sister was reading, but it had no pictures \
or conversations in it, ‘and what is the use of a book,’ thought \
Alice ‘without pictures or conversations?’ So she was considering \
in her own mind (as well as she could, for the hot day made her feel \
very sleepy and stupid), whether the pleasure of making a daisy-chain \
would be worth the trouble of getting up and picking the daisies, when \
suddenly White Rabbit with pink eyes ran close by her."
print HTMLParser().unescape(text)


    

    




Alice was beginning to get very tired of sitting by her sister on the bank and of having nothing to do: once or twice she had peeped into the book her sister was reading, but it had no pictures or conversations in it, ‘and what is the use of a book,’ thought Alice ‘without pictures or conversations?’ So she was considering in her own mind (as well as she could, for the hot day made her feel very sleepy and stupid), whether the pleasure of making a daisy-chain would be worth the trouble of getting up and picking the daisies, when suddenly White Rabbit with pink eyes ran close by her.

In [4]:

    

print(change_tense(text,"present"))


    

    




Alice is beginning to get very tired of sitting by her sister on the bank and of having nothing to do: once or twice she has peeped into the book her sister is reading, but it has no pictures or conversations in it, ‘ and what is the use of a book,’ thinks Alice ‘ without pictures or conversations?’ So she is considering in her own mind (as well as she could, for the hot day makes her feel very sleepy and stupid), whether the pleasure of making a daisy- chain would be worth the trouble of getting up and picking the daisies, when suddenly White Rabbit with pink eyes runs close by her.

In [5]:

    

print(change_tense(text, "future"))


    

    




Alice will be beginning to get very tired of sitting by her sister on the bank and of having nothing to do: once or twice she will have peeped into the book her sister will be reading, but it will have no pictures or conversations in it, ‘ and what is the use of a book,’ will think Alice ‘ without pictures or conversations?’ So she will be considering in her own mind (as well as she could, for the hot day will make her feel very sleepy and stupid), whether the pleasure of making a daisy- chain would be worth the trouble of getting up and picking the daisies, when suddenly White Rabbit with pink eyes will run close by her.

In [6]:

    

text = "White rabbits with pink eyes ran close by her."
change_tense(text, 'present')


    

    
Out[6]:





u'White rabbits with pink eyes run close by her.'

In [6]:

    

text_plural_check = "Rabbits with white fur ran close by her."
change_tense(text_plural_check, 'present')


    

    
Out[6]:





u'Rabbits with white fur run close by her.'

In [7]:

    

text_person_test = u'I never said she stole my money.'
change_tense(text_person_test, 'present')


    

    
Out[7]:





u'I never say she steals my money.'

In [1]:

    

doc = nlp(text_person_test)
token = [x for x in list(doc.sents)[0] if x.text == 'said'][0]
subjects = [x.text for x in get_subjects_of_verb(token)]
'I' in subjects


    

    




---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-1-a9f8bdf8d29e> in <module>()
----> 1 doc = nlp(text_person_test)
      2 token = [x for x in list(doc.sents)[0] if x.text == 'said'][0]
      3 subjects = [x.text for x in get_subjects_of_verb(token)]
      4 'I' in subjects

NameError: name 'nlp' is not defined

In [204]:

    

text2 = """Dr. Dichter's interest in community psychiatry began as a fourth year resident when he and a co-resident ran a psychiatric inpatient and outpatient program at Fort McCoy Wisconsin treating formally institutionalized chronically mentally ill Cuban refugees from the Mariel Boatlift.  He came to Philadelphia to provide short-term inpatient treatment, alleviating emergency room congestion.  There he first encountered the problems of homelessness and was particularly interested in the relationship between the homeless and their families.  Dr. Dichter has been the Director of an outpatient department and inpatient unit, as well as the Director of Family Therapy at AEMC.  His work with families focused on the impact of chronic mental illness on the family system.  He was the first Medical Director for a Medicaid Managed Care Organization and has consulted with SAMHSA, CMS and several states assisting them to monitor access and quality of care for their public patients.  He currently is the Medical Director for Pathways to Housing PA, where he has assists chronically homeless to maintain stable housing and recover from the ravages of mental illness and substance abuse."""
text2


    

    
Out[204]:





"Dr. Dichter's interest in community psychiatry began as a fourth year resident when he and a co-resident ran a psychiatric inpatient and outpatient program at Fort McCoy Wisconsin treating formally institutionalized chronically mentally ill Cuban refugees from the Mariel Boatlift.  He came to Philadelphia to provide short-term inpatient treatment, alleviating emergency room congestion.  There he first encountered the problems of homelessness and was particularly interested in the relationship between the homeless and their families.  Dr. Dichter has been the Director of an outpatient department and inpatient unit, as well as the Director of Family Therapy at AEMC.  His work with families focused on the impact of chronic mental illness on the family system.  He was the first Medical Director for a Medicaid Managed Care Organization and has consulted with SAMHSA, CMS and several states assisting them to monitor access and quality of care for their public patients.  He currently is the Medical Director for Pathways to Housing PA, where he has assists chronically homeless to maintain stable housing and recover from the ravages of mental illness and substance abuse."

In [209]:

    

change_tense_spaCy(text2,'future')


    

    
Out[209]:





u"Dr. Dichter's interest in community psychiatry will begin as a fourth year resident when he and a co- resident will run a psychiatric inpatient and outpatient program at Fort McCoy Wisconsin treating formally institutionalized chronically mentally ill Cuban refugees from the Mariel Boatlift.   He will come to Philadelphia to provide short- term inpatient treatment, alleviating emergency room congestion.   There he first will encounter the problems of homelessness and will be particularly interested in the relationship between the homeless and their families.   Dr. Dichter has been the Director of an outpatient department and inpatient unit, as well as the Director of Family Therapy at AEMC.   His work with families focused on the impact of chronic mental illness on the family system.   He will be the first Medical Director for a Medicaid Managed Care Organization and has consulted with SAMHSA, CMS and several states assisting them to monitor access and quality of care for their public patients.   He currently is the Medical Director for Pathways to Housing PA, where he has assists chronically homeless to maintain stable housing and recover from the ravages of mental illness and substance abuse."

In [ ]:

    

text_person_test