Hey, i’m trying to generate a custom rasa Docker image from official Dockefile . There is no problem to generate the Docker image but when i want to train my chatbot with this next command (indicate in rasa documentation ) : root@ubuntu:/home/chatbot_rasa# docker run \ -v $(pwd):/app \ rasa/custom:latest \ train \ --domain domain.yml \ --data data \ --out models The train start and stop without return error. Nothing is happening and no model is created: 2020-02-18 12:51:48 INFO rasa.model - Data (domain) for Core model section changed. 2020-02-18 12:51:48 INFO rasa.model - Data (messages) for NLU model section changed. Processed Story Blocks: 100%|██████████| 28/28 [00:00<00:00, 4659.97it/s, # trackers=1] root@ubunu:/home/ubuntu/chatbot_rasa# Just one thing, i’m using a proxy and he’s configure in Dockerfile. How i can train my chatbot using Docker ? The aim is to install spacy FR. This is why I want to create custom rasa Docker Image.

I found a solution, take a look to my Dockerfile. I uninstall and install specific version of gym & sanic-plugins-framework python packages. And It working. # Remove & install specific package version RUN pip3 install -U pip RUN pip3 uninstall -y gym RUN pip3 install gym==0.15.4 RUN pip3 uninstall -y sanic-plugins-framework RUN pip3 install sanic-plugins-framework==0.8.2 # Create common base stage FROM python:3.6-slim as base WORKDIR /build # Create virtualenv to isolate builds RUN python -m venv /build # Install common libraries RUN apt-get update -qq \ && apt-get install -y --no-install-recommends \ # required by psycopg2 at build and runtime libpq-dev \ # required for health check curl \ && apt-get autoremove -y # Make sure we use the virtualenv ENV PATH="/build/bin:$PATH" # Stage to build and install everything FROM base as builder WORKDIR /src # Install all required build libraries 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 # Upgrade pip RUN pip install --upgrade pip # Spacy FR installation RUN pip install https://github.com/explosion/spacy-models/releases/download/fr_core_news_sm-2.2.5/fr_core_news_sm-2.2.5.tar.gz --no-cache-dir > /dev/null \ && python -m spacy link fr_core_news_sm fr # Copy only what we really need COPY README.md . COPY setup.py . COPY setup.cfg . COPY MANIFEST.in . COPY requirements.txt . COPY LICENSE.txt . # Install Rasa and its dependencies RUN pip install --no-cache-dir -r requirements.txt # Install Rasa as package COPY rasa ./rasa RUN pip install .[sql] # Remove & install specific package version RUN pip3 install -U pip RUN pip3 uninstall -y gym RUN pip3 install gym==0.15.4 RUN pip3 uninstall -y sanic-plugins-framework RUN pip3 install sanic-plugins-framework==0.8.2 # Runtime stage which uses the virtualenv which we built in the previous stage FROM base AS runner # Copy virtualenv from previous stage COPY --from=builder /build /build WORKDIR /app # Create a volume for temporary data VOLUME /tmp # Make sure the default group has the same permissions as the owner RUN chgrp -R 0 . && chmod -R g=u . # Don't run as root USER 1001 EXPOSE 5005 ENTRYPOINT ["rasa"] CMD ["--help"]

Hi, I have the same problem in this thread and nobody is asisting to help… [image] Rasa Docker problem with training the model Rasa Open Source I’m having the same issue . No model found after running the command: docker run -v $(pwd):/app rasa/rasa:latest-full train –domain domain.yml –data data –out models So I tried to inspect what’s going on . I ran the container and tried to train it manually and Now I got a segmentation fault error. [segmentation-fault-docker] the training hasn’t been completed , that’s why i couldn’t find the model and now i don’t know how to fix the issue ? any help is welcomed . thnx

[image] rasafan: manua Maybe somoene will respond to us. I think there is a problem with their Dockefile. While to be answered, i’m training my chatbot with rasa installed from pip.

Yes, I also think that there is a problem with Dockerfile. I locally trained the same code and generated desired model in /models directory easily.

Thank you for your help but I’m having trouble when running your docker file: COPY README.md . COPY setup.py . COPY setup.cfg . COPY MANIFEST.in . COPY requirements.txt . COPY LICENSE.txt . # Install Rasa and its dependencies RUN pip install --no-cache-dir -r requirements.txt # Install Rasa as package COPY rasa ./rasa RUN pip install .[sql] # Remove & install specific package version RUN pip3 install -U pip RUN pip3 uninstall -y gym RUN pip3 install gym==0.15.4 RUN pip3 uninstall -y sanic-plugins-framework RUN pip3 install sanic-plugins-framework==0.8.2 I tried running it without your copy files that I do not have but then I get this error when installing/uninstalling stuff: WARNING: The directory '/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag. I suspect it could be because I do not have your files (setup/requirements…), would you mind sending them so I can try running everything? Thank you.

oh it’s rasa’s files :slight_smile: git clone rasa project and edit their Dockefile :wink: git clone https://github.com/RasaHQ/rasa.git cd rasa/ nano Dockerfile # Replace the content by my Dockerfile docker build -t my/image .

Thanks to this post, which solves my same problem. Here is what I’ve done: git clone https://github.com/RasaHQ/rasa.git In the rasa folder, edit Dockerfile as below # Create common base stage FROM python:3.6-slim as base WORKDIR /build # Create virtualenv to isolate builds RUN python -m venv /build # Install common libraries RUN apt-get update -qq \ && apt-get install -y --no-install-recommends \ # required by psycopg2 at build and runtime libpq-dev \ # required for health check curl \ && apt-get autoremove -y # Make sure we use the virtualenv ENV PATH="/build/bin:$PATH" # Stage to build and install everything FROM base as builder WORKDIR /src # Install all required build libraries RUN apt-get update -qq \ && apt-get install -y --no-install-recommends \ apt-utils \ build-essential \ wget \ openssh-client \ graphviz-dev \ pkg-config \ git-core \ openssl \ libssl-dev \ libffi6 \ libffi-dev \ libpng-dev # Make sure we have the latest pip version RUN pip install -U pip # Download mitie model RUN wget -P /app/data/ https://s3-eu-west-1.amazonaws.com/mitie/total_word_feature_extractor.dat # Copy only what we really need COPY README.md . COPY setup.py . COPY setup.cfg . COPY MANIFEST.in . COPY alt_requirements/ ./alt_requirements COPY requirements.txt . COPY LICENSE.txt . # Install dependencies RUN pip install --no-cache-dir -r alt_requirements/requirements_full.txt # Install and link spacy models RUN pip install https://github.com/explosion/spacy-models/releases/download/en_core_web_md-2.1.0/en_core_web_md-2.1.0.tar.gz#egg=en_core_web_md==2.1.0 --no-cache-dir > /dev/null && python -m spacy link en_core_web_md en # Install Rasa as package COPY rasa ./rasa RUN pip install .[sql,spacy,mitie] # Remove & install specific package version RUN pip3 install -U pip RUN pip3 uninstall -y gym RUN pip3 install gym==0.15.4 RUN pip3 uninstall -y sanic-plugins-framework RUN pip3 install sanic-plugins-framework==0.8.2 # Runtime stage which uses the virtualenv which we built in the previous stage FROM base AS runner WORKDIR /app # Copy over default pipeline config COPY sample_configs/config_pretrained_embeddings_spacy_duckling.yml config.yml # Copy over mitie model COPY --from=builder /app/data/total_word_feature_extractor.dat data/total_word_feature_extractor.dat # Copy virtualenv from previous stage COPY --from=builder /build /build # Create a volume for temporary data VOLUME /tmp # Make sure the default group has the same permissions as the owner RUN chgrp -R 0 . && chmod -R g=u . # Don't run as root USER 1001 EXPOSE 5005 ENTRYPOINT ["rasa"] CMD ["--help"] Build your own docker: docker build -t my/rasa:latest . Test it as below, it should work. docker run -v $(pwd):/app my/rasa:latest init --no-prompt docker run -it -v $(pwd):/app my/rasa:latest shell

Can't generate rasa Docker image from official RASA Dockerfile

Rasa Open Source

rasafan (Rasa Fan) February 18, 2020, 2:09pm 2

Hi,

I have the same problem in this thread and nobody is asisting to help…

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Can't generate rasa Docker image from official RASA Dockerfile

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