For Python3:
FROM ubuntu:latest
WORKDIR /app
ADD . /app
RUN set -xe \
&& apt-get update \
&& apt-get install python3-pip
RUN pip install --upgrade pip
RUN pip install -r requirements.txt
If you install python-pip for Python2 as well, you need to use pip3 for Python3 and pip for Python2. But with this setting, pip is the same as pip3. Check with pip -V.
Thats it 🙂