Install MLRun in images using pip (#410)

dockerfiles/base/Dockerfile

@@ -20,12 +20,14 @@ RUN apt update -qqq \
 
 ENV SSL_CERT_DIR /etc/ssl/certs
 
+WORKDIR /mlrun
+
 COPY ./dockerfiles/base/requirements.txt ./
 
 RUN python -m pip install -r requirements.txt
 
 COPY . .
-RUN python setup.py install
+RUN python -m pip install .
 
 ARG MLRUN_MLUTILS_GITHUB_TAG=development
 ARG MLRUN_MLUTILS_CACHE_DATE=initial

dockerfiles/mlrun/Dockerfile

@@ -23,4 +23,4 @@ COPY ./requirements.txt ./
 RUN python -m pip install -r requirements.txt
 
 COPY . .
-RUN python setup.py install
+RUN python -m pip install .

dockerfiles/models-gpu/Dockerfile

@@ -129,13 +129,15 @@ RUN ldconfig /usr/local/cuda-10.1/targets/x86_64-linux/lib/stubs && \
 
 RUN conda clean -aqy
 
+WORKDIR /mlrun
+
 # do the dask package pinning with pip / faster
 COPY ./dockerfiles/models-gpu/requirements.txt ./
 
 RUN python -m pip install -r requirements.txt
 
 COPY . .
-RUN python setup.py install
+RUN python -m pip install .
 
 ARG MLRUN_MLUTILS_GITHUB_TAG=development
 ARG MLRUN_MLUTILS_CACHE_DATE=initial

dockerfiles/models-gpu/py36/Dockerfile

@@ -122,13 +122,15 @@ RUN ldconfig /usr/local/cuda-10.1/targets/x86_64-linux/lib/stubs && \
     python -m pip install horovod && \
     ldconfig
 
+WORKDIR /mlrun
+
 # remove dask verify version mismatch warnings
 COPY ./dockerfiles/models-gpu/requirements.txt ./
 
 RUN python -m pip install -r requirements.txt
 
 COPY . .
-RUN python setup.py install
+RUN python -m pip install .
 
 ARG MLRUN_MLUTILS_GITHUB_TAG=development
 ARG MLRUN_MLUTILS_CACHE_DATE=initial

dockerfiles/models/Dockerfile

@@ -64,14 +64,14 @@ RUN python -m pip install -U intel-tensorflow
 RUN HOROVOD_WITH_TENSORFLOW=1 HOROVOD_WITH_PYTORCH=1 \
     python -m pip install horovod
 
-# dask, sklearn, etc...
+WORKDIR /mlrun
 
 COPY ./dockerfiles/models/requirements.txt ./
 
 RUN python -m pip install -r requirements.txt
 
 COPY . .
-RUN python setup.py install
+RUN python -m pip install .
 
 ARG MLRUN_MLUTILS_GITHUB_TAG=development
 ARG MLRUN_MLUTILS_CACHE_DATE=initial

dockerfiles/models/py36/Dockerfile

@@ -67,12 +67,14 @@ RUN conda install -n base -c anaconda tensorflow=1.14 keras
 RUN HOROVOD_WITH_TENSORFLOW=1 HOROVOD_WITH_PYTORCH=1 \
     python -m pip install horovod
 
+WORKDIR /mlrun
+
 COPY ./dockerfiles/models/requirements.txt ./
 
 RUN python -m pip install -r requirements.txt
 
 COPY . .
-RUN python setup.py install
+RUN python -m pip install .
 
 ARG MLRUN_MLUTILS_GITHUB_TAG=development
 ARG MLRUN_MLUTILS_CACHE_DATE=initial

tests/Dockerfile.test-nb

@@ -27,4 +27,4 @@ RUN pip install \
     -r dev-requirements.txt
 COPY . .
 ENV PYTHONPATH=/mlrun
-RUN python setup.py install
+RUN python -m pip install .

tests/integration/Dockerfile.test-nb

@@ -28,7 +28,7 @@ RUN pip install \
 
 COPY . .
 ENV PYTHONPATH=/mlrun
-RUN python setup.py install
+RUN python -m pip install .
 {args}
 {pip}
 RUN jupyter nbconvert --ExecutePreprocessor.timeout=600 --execute {notebook}