spacy-models | 💫 Models for the spaCy Natural Language Processing | Machine Learning library
kandi X-RAY | spacy-models Summary
kandi X-RAY | spacy-models Summary
This repository contains releases of models for the spaCy NLP library. For more info on how to download, install and use the models, see the models documentation. ️ Important note: Because the models can be very large and consist mostly of binary data, we can't simply provide them as files in a GitHub repository. Instead, we've opted for adding them to releases as .whl and .tar.gz files. This allows us to still maintain a public release history.
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spacy-models Key Features
spacy-models Examples and Code Snippets
Lines of Code : 88License : Permissive (MIT)
Copypython3 -m pip install coreferee
python3 -m coreferee install en
>>> import coreferee, spacy
>>> nlp = spacy.load('en_core_web_trf')
>>> nlp.add_pipe('coreferee')
>>>
>>> doc = nlp("Although he was very import spacy
import pandas as pd
import json
from itertools import groupby
# Download spaCy models:
models = {
'en_core_web_sm': spacy.load("en_core_web_sm"),
'en_core_web_lg': spacy.load("en_core_web_lg")
}
# This function converts spaCy d import classy_classification
data = {
"furniture": ["This text is about chairs.",
"Couches, benches and televisions.",
"I really need to get a new sofa."],
"kitchen": ["There also exist things like fridges.",
Community Discussions
Trending Discussions on spacy-models
QUESTION
I need the Spacy model 'en' for the Python profanity-filter. I would like to have a requirements.txt file that installs everything needed. I have the following:
ANSWER
Answered 2021-Nov-01 at 04:47You can't fix this in requirements.txt. Making the shortcut en work for the model en_core_web_sm isn't a property of the installed package, it's something spaCy manages separately. The shortcut process relies on symbolic links and is kind of flaky, which is why it was removed in v3.
Since it looks like the profanity filter package is abandoned, your options are running spacy link from the command line or modifying the profanity filter package yourself.
You could also figure out what spacy link is doing and do that (or call the relevant functions) in code.
QUESTION
I am receiving an exit code: 247 when I try to build a Docker image that downloads a large file. The large file is spaCy's en_core_web_lg model.
I have tried downloading the en_core_web_md model and that worked just fine. I also tried not downloading the lg model in the Dockerfile and instead navigate into the container and downloading it using python3 -m spacy download en_core_web_lg but it then appeard to freeze.
I suspect the issue has to do with the model being 777.1 MB but I am not sure how to address this in the Dockerfile or build command. Any ideas?
Dockerfile
...ANSWER
Answered 2021-Sep-28 at 11:49Allocate more memory for the Container and apply
QUESTION
I am working on a project and have shifted my environment from local windows to a linux server (via SSH). I only have limited access as the host server is from my college, I've installed many packages without issues (both with and without virtualenv). I'm working on Python 3.6.9.
I was able to install spacy and import it but I need to use the en_core_web_sm package which has to be installed additionally using the command python3 -m spacy download en_core_web_sm. However, I consistently face a PermissionError as seen in the logs below.
Why am I facing this error? Is it because I don't have administrator access on the /usr level (refer to last line of logs)? If yes, how come only this package in particular requires a higher level access? If no, are there any workaround for me to install the package, or do I need to contact the server administrator?
...ANSWER
Answered 2021-Aug-25 at 08:45It seems all other packages are installed under your user /home/jiayi/.local/python3.6/lib and this one tries to install itself globally in /usr/local/lib/python3.6/, not sure why. I guess you can give it installation folder or something.
Look here Where does spacy language model download?
QUESTION
I had done a pip freeze and one of the line in requirement file is a git repo as en-core-web-lg @ https://github.com/explosion/spacy-models/releases/download/en_core_web_lg-2.2.5/en_core_web_lg-2.2.5.tar.gz
I have tried installing it with
...ANSWER
Answered 2021-May-26 at 14:19You can do:
QUESTION
To speed up my cluster instantiation time, I've created a custom image with all the additional dependencies installed using miniconda3 available for dataproc image 1.5.34-debian10. (I followed the steps here: GCP Dataproc custom image Python environment to ensure I used the correct python environment).
However, when I start my cluster with --optional-components ANACONDA,JUPYTER my custom dependencies are removed and I'm left with a base installation of anaconda and jupyter. I assume the anaconda installation is overwriting my custom dependencies. Is there any way to ensure my dependencies aren't overwritten? If not, is it possible to install anaconda and jupyter as part of my custom dataproc image instead?
I've used the following command to create the custom image:
...ANSWER
Answered 2021-May-03 at 20:41The customize_conda.sh script is the recommended way of customizing Conda env for custom images.
If you need more than the script does, you can read the code and create your own script, but anyway you want to use the absolute path e.g., /opt/conda/anaconda/bin/conda, /opt/conda/anaconda/bin/pip, /opt/conda/miniconda3/bin/conda, /opt/conda/miniconda3/bin/pip to install/uninstall packages for the Anaconda/Miniconda env.
QUESTION
I started getting this ERROR since I added this link to my requirements file which has more than 140+ requirements, I have tried to replicate it in my Local VM, without success, there it installs without a problem as well as my colleagues, we are all able to install it and run it without replication of this error on our VM's but on the server it is going constantly. I have tried searching the google to the deep end but all I have found are metadata files missing which is not the case here. I am wondering if I am missing something very basic that I am blinded to in this case ? Thanks in advance
Server is Ubuntu 18.04
...ANSWER
Answered 2021-Jan-17 at 00:50What I did was
QUESTION
I need to repeat an experiment. The experiment was conducted in python 2.7 and spacy 1.8.2. The following snippet give different outputs:
...ANSWER
Answered 2021-Jan-01 at 11:49In the environment of interest try:
QUESTION
I'm getting this error when I run docker build while its processing the requirements file.
...ANSWER
Answered 2020-Jul-07 at 20:07The error
QUESTION
My app has compiled before, but now when I attempt to push new changes, it gives a warning of invalid fragment for a spacy model language package:
...ANSWER
Answered 2020-Jun-16 at 20:00So I think the pipenv version is the reason why it fails. There's a bug in the version it's using that prevents the app from compiling. The solution was to use a requirements.txt so heroku uses pip instead. Even after clearing the app's cache, it still would use the Pipfile from somewhere, so destroying the app and re-creating it with requirements.txt file resolved the issue.
QUESTION
I have an app that uses the Spacy model "en_core_web_sm". I have tested the app on my local machine and it works fine.
However when I deploy it to Heroku, it gives me this error:
"Can't find model 'en_core_web_sm'. It doesn't seem to be a shortcut link, a Python package or a valid path to a data directory."
My requirements file contains spacy==2.2.4.
I have been doing some research on this error and found that the model needs to be downloaded separately using this command:
python -m spacy download en_core_web_sm
I have been looking for ways to add the same to my requirements.txt file but haven't been able to find one that works!
I tried this as well - added the below to the requirements file:
-e git://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz#egg=en_core_web_sm==2.2.0
but it gave this error:
"Cloning git://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz to /app/.heroku/src/en-core-web-sm
Running command git clone -q git://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz /app/.heroku/src/en-core-web-sm fatal: remote error: explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz is not a valid repository name"
Is there a way to get this Spacy model to load from the requirements file? Or any other fix that is possible?
Thank you.
...ANSWER
Answered 2020-May-11 at 18:23Add this in your deployment step, if using docker add in Dockerfile
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
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Install spacy-models
spaCy v3.x models directory
spaCy v3.x model comparison
spaCy v2.x models directory
spaCy v2.x model comparison
Individual release notes
In some cases, you might prefer downloading the data manually, for example to place it into a custom directory. You can download the model via your browser from the latest releases, or configure your own download script using the URL of the archive file. The archive consists of a model directory that contains another directory with the model data.
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