A trivial example of part of speech recognition with spacy module

spacy_pos_example.py

# pip install spacy
# python -m spacy download en_core_web_sm

import spacy

# Load English tokenizer, tagger, parser, NER and word vectors
nlp = spacy.load('en_core_web_sm')

# Process whole documents
text = ("I saw hem. He is a saw.")
doc = nlp(text)

for token in doc:
    print(token.text, token.lemma_, token.pos_)

print('-' * 10)

print("|".join(token.text_with_ws for token in doc))