CODEWITHSUNDEEP
pythonpython-3.xnlpjupyter-notebookspacy
user11749375
user11749375

Reputation:

Another error to import spaCy neuralcoref module even following the sample code

What I would like to do

I would like to run the sample code for spaCy neuralcoref on jupyter notebook.

Problem

After I asked my former questeion, Error to import spaCy neuralcoref module even follwoing the sample code, I have tried to install libraries following another answer to this issue on stackoverflow.

What should I do to run the sample code of spaCy neuralcoref?

Problem 1

This part is executable, but notice and output are shown.

# Add neural coref to SpaCy's pipe
import neuralcoref
neuralcoref.add_to_pipe(nlp)

notice

/Users/username/.pyenv/versions/3.7.4/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: spacy.morphology.Morphology size changed, may indicate binary incompatibility. Expected 104 from C header, got 112 from PyObject
  return f(*args, **kwds)
/Users/username/.pyenv/versions/3.7.4/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: spacy.vocab.Vocab size changed, may indicate binary incompatibility. Expected 96 from C header, got 112 from PyObject
  return f(*args, **kwds)
/Users/username/.pyenv/versions/3.7.4/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: spacy.tokens.span.Span size changed, may indicate binary incompatibility. Expected 72 from C header, got 80 from PyObject
  return f(*args, **kwds)

output

<spacy.lang.en.English at 0x114304c10>

Problem 2

When I execute the below part, the popup error message is shown.

doc1 = nlp('My sister has a dog. She loves him.')
print(doc1._.coref_clusters)

popup error message on jupyter notebook

Kernel Restarting
The kernel appears to have died. It will restart automatically.

Code

# Load your usual SpaCy model (one of SpaCy English models)
import spacy
nlp = spacy.load('en')

# Add neural coref to SpaCy's pipe
import neuralcoref
neuralcoref.add_to_pipe(nlp)

doc1 = nlp('My sister has a dog. She loves him.')
print(doc1._.coref_clusters)

What I tried to do

I have tried to install libraries following another answer to this issue on stackoverflow.

!git clone https://github.com/huggingface/neuralcoref.git
!pip install -U spacy
!python -m spacy download en

cd neuralcoref

!pip install -r requirements.txt
!pip install -e .

Environment

Mac OS Catalina version 10.15.5

Python 3.7.4

spaCy 2.1.0

neuralcoref 4.0

Upvotes: 1

Views: 1723

Answers (1)

Raqib
Raqib

Reputation: 1442

Downgrade to python 3.7. neuralcoref works only for python 3.7 and spaCy 2.1.0.

The best way to fix this in opinion would be alter the requirements.txt of neuralcoref and change spacy>=2.1.0,<2.2.0 to spacy==2.1.0

Hope that helps.

Upvotes: 0

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