indexing - Creating a .p file from an InvertedIndex -


i trying construct python search engine pull queried tweets out of twitterapi. i cannot use tweepy. have constructed class twitterwrapper, class engine, , have created (pickled) corpus query term of “raptor”, no problem there. have created class invertedindex cannot seem construct index of lemmatized words , add jupyter notebooks pickle file (.p) (which must do) in order use twittir.py interface:

t = twittir.engine(“raptor.p”, “index (to named).p”) results = t.query (“raptor”) result in results:    print(result)

so, question is, how make index (using inverted index), , save jupyter notebook .p file? of course, of python beginner.

def build_index(self, corpus):     index = {}     if self.lemmatizer == none:         self.lemmatizer = nltk.wordnetlemmatizer()     if self.stop_words none:         self.stop_words = [self.wordtotoken(word) word in          nltk.corpus.stopwords.words('english')]     doc in corpus:         self.add_document(doc['text'], self.ndocs)         self.ndocs = self.ndocs + 1   def __getitem__(self,index):     return self.index[self.normalize_document(index)[0]]


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