add service-defs

Author: hephaex

python-tensorflow/Dockerfile.2.4-py38-cuda11.1

@@ -24,40 +24,44 @@ RUN python3 -m pip install --no-cache-dir \
 
 RUN python3 -m pip install --no-cache-dir \
       --use-feature=2020-resolver \
-	    mesh-tensorflow==0.1.13 \
-	    google_cloud_spanner==1.19.0 \
-	    pymongo==3.11.2 \
-	    googleapis-common-protos==1.51.0 \
-	    google_cloud_videointelligence==1.15.0 \
-	    google_cloud_vision==0.42.0 \
-	    google_cloud_pubsub==1.6.0 \
-	    google_cloud_dlp==0.15.0 \
-	    google_cloud_datastore==1.15.2 \
 	    fastavro==1.2.0 \
-	    google_cloud_bigtable==1.6.0 \
-	    google_api_core==1.24.0 \
+	    pymongo==3.11.2 \
+	    docker==4.4.1 \
 	    pbr==5.5.1 \
 	    mock==1.3.0 \
 	    proto-plus==1.13.0 \
 	    oauth2client==4.1.3 \
+	    future==0.18.1 \
+	    gin_config==0.4.0 \
 	    joblib==0.14.0 \
 	    libcst==0.3.14 
 
 RUN python3 -m pip install --no-cache-dir \
       --use-feature=2020-resolver \
+	    google_cloud_spanner==1.19.0 \
+	    googleapis-common-protos==1.51.0 \
+	    google_cloud_videointelligence==1.15.0 \
+	    google_cloud_vision==0.42.0 \
+	    google_cloud_pubsub==1.6.0 \
+	    google_cloud_dlp==0.15.0 \
+	    google_cloud_datastore==1.15.2 \
+	    google_cloud_bigtable==1.6.0 \
+	    google_api_core==1.24.0 
+
+RUN python3 -m pip install --no-cache-dir \
+	    mesh-tensorflow==0.1.18 \
             tensorflow-cloud==0.1.10 \
-            tensorflow-hub==0.9.0 \
-	    tensorflow_text==2.4.1 \
-	    tensorflow-graphics-gpu==1.0.0 \
-	    tensorflow-gan==2.0.0 
+            tensorflow-hub==0.9.0 
+
 RUN python3 -m pip install --no-cache-dir \
-      --use-feature=2020-resolver \
-	    tensorflow-data-validation \
-	    tensorflow-plot==0.3.2 \
-#	    tensorflow-lattice==2.0.7 \
+	    -i https://pypi-nightly.tensorflow.org/simple tensorflow-data-validation
+RUN python3 -m pip install --no-cache-dir \
+	    tensorflow-graphics-gpu==1.0.0 \
+            tensorflow-io==0.17.0 \
 	    tensorflow_ranking==0.3.2 \
-#	    tensorflow-compression==1.3 \
-            tensorflow-io==0.17.0
+	    tensorflow-plot==0.3.2 \
+	    tensorflow_text==2.4.1 \
+	    tensorflow-gan==2.0.0 
 
 RUN python3 -m pip install --extra-index-url \
        https://developer.download.nvidia.com/compute/redist nvidia-dali-cuda100 \
@@ -78,7 +82,8 @@ RUN python3 -m pip install --no-cache-dir \
             nni==1.9 \
             mlflow==1.12.1 \
             scikit-nni==0.2.1
-	    
+
+COPY ./service-defs /etc/backend.ai/service-defs
 # Install ipython kernelspec
 Run python3 -m ipykernel install --display-name "TensorFlow 2.4 on Python 3.8 & CUDA 11ᇂᇂᇂᇂ.1" && \
     cat /usr/local/share/jupyter/kernels/python3/kernel.json