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"]

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…

Topic		Replies	Views
Rasa Docker problem with training the model Rasa Open Source	11	3297	February 25, 2020
Docker issue Rasa Open Source	1	403	February 22, 2020
Unable to find image Rasa Open Source	2	923	October 2, 2019
"No model found" rasa with docker Rasa Open Source	15	3517	February 14, 2020
RASA X validation domain.yml [Deprecated] Rasa X Community Edition testing	6	487	November 25, 2021

Can't generate rasa Docker image from official RASA Dockerfile

Related topics