Dockerfile for spacy prodigy for cloud setup using remote postgresql including changing instructions file and overriding index.html - and the leanest I've got

Dockerfile

FROM python:3.6-alpine
# Opted for alpine to get a lean docker image as possible
RUN apk add --no-cache openssl

ENV DOCKERIZE_VERSION v0.6.1
RUN wget https://github.com/jwilder/dockerize/releases/download/$DOCKERIZE_VERSION/dockerize-alpine-linux-amd64-$DOCKERIZE_VERSION.tar.gz \
    && tar -C /usr/local/bin -xzvf dockerize-alpine-linux-amd64-$DOCKERIZE_VERSION.tar.gz \
    && rm dockerize-alpine-linux-amd64-$DOCKERIZE_VERSION.tar.gz

# Python deps for alpine
RUN apk add --no-cache postgresql-libs && \
 apk add --no-cache --virtual .build-deps gcc musl-dev postgresql-dev g++
RUN mkdir -pv /prodigy /prodigy/src
WORKDIR /prodigy
# the prodigy wheel file is something you get when you buy prodigy, it's not a free package
COPY ./*.whl /prodigy
COPY requirements.txt /prodigy
RUN pip install -r requirements.txt  --no-cache-dir \
    && find /usr/local \
        \( -type d -a -name test -o -name tests \) \
        -o \( -type f -a -name '*.pyc' -o -name '*.pyo' \) \
        -exec rm -rf '{}' + \
    && runDeps="$( \
        scanelf --needed --nobanner --recursive /usr/local \
                | awk '{ gsub(/,/, "\nso:", $2); print "so:" $2 }' \
                | sort -u \
                | xargs -r apk info --installed \
                | sort -u \
    )" \
    && apk add --virtual .rundeps $runDeps \
    && apk del .build-deps

ENV PRODIGY_HOME /prodigy
# the template that dockerize would use to create the actual prodigy.json config based on environment variables
COPY ./prodigy.json.tpl /prodigy/prodigy.json.tpl
#Preparing an instructions file
COPY ./instructions.txt /prodigy/instructions.txt
COPY *.sh /prodigy/
COPY src/* /prodigy/src/
# Comment the two next lines if you don't override the index.html file
COPY static/index.html index.html
RUN PRODIGY_FILES=`python -c "import prodigy; print(prodigy.__file__.replace(\"__init__.py\",''))"`; cp index.html $PRODIGY_FILES/static/
# The actual entry point compiling the template
CMD ["dockerize", "-template", "/prodigy/prodigy.json.tpl:/prodigy/prodigy.json", "./launch.sh"]

EXPOSE 8080

prodigy.json.tpl

{
"batch_size": 5,
"host":"0.0.0.0",
"instructions":"/prodigy/instructions.txt",
"hide_meta": true,
"choice_auto_accept": true,
"db": "postgresql",
"db_settings": {

     "postgresql": {
     "host":"{{ .Env.DB_HOST }}",
     "dbname": "{{ .Env.DATABASE_NAME }}",
     "port": 5432,
     "user":"{{ .Env.DB_USERNAME }}",
     "password":"{{ .Env.DB_PASSWORD }}"


     }
    }
}

This is awesome, but I have a couple of questions:

1. What is in the requirements.txt file? I think I'm missing something which is causing the container to fail.
2. What is the launch.sh file? Just wanting to verify that what I've added for my version is what I think this file is doing.

Cool

Cool

1. @

@walterg2 what did you add to your launch.sh? new to the subject and kinda clueless :)

@lukleu The launch.sh file was just the commands to start Prodigy itself on the container.

#!/usr/bin/env bash

prodigy dataset $(your dataset) $(string name of dataset)
prodigy textcat.........

For my needs, I needed a Text Categorization with a special recipe (to select multiple choices), but YMMV.

@walterg2 thank you Sir! i was suspecting as much but was really unsure