How i can use Spacy fr package with Docker?

Rasa Open Source
1

I’m searching how to install and use the spacy fr package with Rasa using Docker.

When i configure language = “fr” in config.yml file, and i run train, an error appear :

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I’m using rasa/rasa:latest-full Docker image.

Thanks for help.

2

By default the docker image does not include the french spaCy models, only german and english. You could write your own Dockerfile, which will include the french spaCy models.

FROM python:3.6-slim as builder WORKDIR /build COPY . . RUN python setup.py sdist bdist_wheel RUN find dist -maxdepth 1 -mindepth 1 -name ‘*.tar.gz’ -print0 | xargs -0 -I {} mv {} rasa.tar.gz

FROM python:3.6-slim

SHELL [“/bin/bash”, “-c”]

RUN apt-get update -qq &&
apt-get install -y --no-install-recommends
build-essential
wget
openssh-client
graphviz-dev
pkg-config
git-core
openssl
libssl-dev
libffi6
libffi-dev
libpng-dev
libpq-dev
curl &&
apt-get clean &&
rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* &&
mkdir /install &&
mkdir /app

WORKDIR /install

COPY alt_requirements/ ./alt_requirements COPY requirements.txt .

RUN pip install -r alt_requirements/requirements_pretrained_embeddings_spacy.txt

COPY --from=builder /build/rasa.tar.gz . RUN pip install ./rasa.tar.gz[sql,spacy]

RUN pip install https://github.com/explosion/spacy-models/releases/download/fr_core_news_sm-2.1.0/fr_core_news_sm-2.1.0.tar.gz#egg=fr_core_news_sm==2.1.0 --no-cache-dir > /dev/null
&& python -m spacy link fr_core_news_sm fr

COPY sample_configs/config_pretrained_embeddings_spacy_de.yml /app/config.yml

VOLUME [“/app”] WORKDIR /app

EXPOSE 5005

ENTRYPOINT [“rasa”]

CMD [“–help”]

3

Thank for help, I will try this.

4

Your dockerfile doesn’t work.

The step 4 : “RUN python setup.py sdist bdist_wheel” return that the setup.py doesn’t exist.

I tried the dockerfile in RASA docker hub, but doesn’t work to(Docker Hub).

the step :

COPY README.md .
COPY setup.py .
COPY setup.cfg .
COPY MANIFEST.in .
COPY alt_requirements/ ./alt_requirements
COPY requirements.txt .

return that files doesn’t exist.

5

Are you running the Docker build process in the root directory of the Rasa github project?

7

I think i found my mistake. I forgot to clone github project. Now, it working. thks.