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[CFX-590] [CFX-539] Make Notebook custom environments to be compatible with custom models #1196

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Dec 19, 2024
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[CFX-590] [CFX-539] Make Notebook custom environments to be compatible with custom models #1196

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7e7d62f
[CFX-590] [CFX-539] Make Notebook custom environments to be compatibl…
lyapun Dec 16, 2024
3432b4c
update copyright year
lyapun Dec 17, 2024
40d1c68
add customModel to list of useCases
lyapun Dec 17, 2024
60ed76d
Set HOME environment variable in start_server.sh
lyapun Dec 19, 2024
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4 changes: 4 additions & 0 deletions public_dropin_notebook_environments/python311_notebook/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -173,3 +173,7 @@ RUN rm -rf /lib/python3.9/site-packages/pip-20.2.4.dist-info && \
RUN chown -R $UNAME:$UNAME ${WORKDIR} /home/notebooks

COPY --from=builder --chown=$UNAME $WORKDIR $WORKDIR

COPY ./start_server_drum.sh /opt/code/start_server.sh

ENV HOME=/opt CODE_DIR=/opt/code ADDRESS=0.0.0.0:8080
5 changes: 3 additions & 2 deletions public_dropin_notebook_environments/python311_notebook/requirements.txt
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Original file line number Diff line number Diff line change
@@ -1,4 +1,5 @@
altair==4.2.0
boto3==1.34.90
cloudpickle==2.2.1
dask==2022.9.2
datarobot-bp-workshop==0.2.6
Expand All @@ -23,6 +24,7 @@ openpyxl==3.0.10
pandas==1.5.1
plotly==5.18.0
pydantic==2.5.2
sagemaker==2.216.1
scikit-learn==1.3.2
scipy==1.10.1
seaborn==0.12.0
Expand All @@ -33,8 +35,7 @@ spacy==3.7.2
statsmodels==0.14.1
tqdm==4.64.1
umap-learn==0.5.3
uwsgi
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wordcloud==1.9.3
xgboost==1.6.2
yellowbrick==1.5
boto3==1.34.90
sagemaker==2.216.1
18 changes: 18 additions & 0 deletions public_dropin_notebook_environments/python311_notebook/start_server_drum.sh
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@@ -0,0 +1,18 @@
#!/bin/sh
# Copyright 2021 DataRobot, Inc. and its affiliates.
#
# All rights reserved.
# This is proprietary source code of DataRobot, Inc. and its affiliates.
#
# Released under the terms of DataRobot Tool and Utility Agreement.
echo "Starting Custom Model environment with DRUM prediction server"

if [ "${ENABLE_CUSTOM_MODEL_RUNTIME_ENV_DUMP}" = 1 ]; then
echo "Environment variables:"
env
fi

echo
echo "Executing command: drum server $*"
echo
exec drum server "$@"
4 changes: 4 additions & 0 deletions public_dropin_notebook_environments/python311_notebook_base/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -156,3 +156,7 @@ LABEL com.datarobot.repo-sha=$GIT_COMMIT
RUN chown -R $UNAME:$UNAME ${WORKDIR} /home/notebooks

COPY --from=builder --chown=$UNAME $WORKDIR $WORKDIR

COPY ./start_server_drum.sh /opt/code/start_server.sh

ENV HOME=/opt CODE_DIR=/opt/code ADDRESS=0.0.0.0:8080
4 changes: 3 additions & 1 deletion public_dropin_notebook_environments/python311_notebook_base/requirements.txt
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Original file line number Diff line number Diff line change
@@ -1 +1,3 @@
numpy==1.26.2
datarobot-drum
numpy==1.26.2
uwsgi
18 changes: 18 additions & 0 deletions public_dropin_notebook_environments/python311_notebook_base/start_server_drum.sh
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Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
#!/bin/sh
# Copyright 2021 DataRobot, Inc. and its affiliates.
#
# All rights reserved.
# This is proprietary source code of DataRobot, Inc. and its affiliates.
#
# Released under the terms of DataRobot Tool and Utility Agreement.
echo "Starting Custom Model environment with DRUM prediction server"

if [ "${ENABLE_CUSTOM_MODEL_RUNTIME_ENV_DUMP}" = 1 ]; then
echo "Environment variables:"
env
fi

echo
echo "Executing command: drum server $*"
echo
exec drum server "$@"
4 changes: 4 additions & 0 deletions public_dropin_notebook_environments/python39_notebook_gpu/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -177,3 +177,7 @@ COPY --from=pulumi_builder --chown=$UNAME /pulumi/bin /usr/bin/
# Removing pip leftovers to not have trivy complain
RUN find "${VENV_PATH}"/lib/python3.*/site-packages -name "pip-*.dist-info" -type d -exec rm -rf {} + \
&& find "${VENV_PATH}"/lib/python3.*/site-packages -name "setuptools-*.dist-info" -type d -exec rm -rf {} +

COPY ./start_server_drum.sh /opt/code/start_server.sh

ENV HOME=/opt CODE_DIR=/opt/code ADDRESS=0.0.0.0:8080
1 change: 1 addition & 0 deletions public_dropin_notebook_environments/python39_notebook_gpu/requirements.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -36,6 +36,7 @@ starlette==0.41.0
statsmodels==0.14.1
tqdm==4.66.4
umap-learn==0.5.3
uwsgi
wordcloud==1.9.3
xgboost==1.6.2
yellowbrick==1.5
18 changes: 18 additions & 0 deletions public_dropin_notebook_environments/python39_notebook_gpu/start_server_drum.sh
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Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
#!/bin/sh
# Copyright 2021 DataRobot, Inc. and its affiliates.
#
# All rights reserved.
# This is proprietary source code of DataRobot, Inc. and its affiliates.
#
# Released under the terms of DataRobot Tool and Utility Agreement.
echo "Starting Custom Model environment with DRUM prediction server"

if [ "${ENABLE_CUSTOM_MODEL_RUNTIME_ENV_DUMP}" = 1 ]; then
echo "Environment variables:"
env
fi

echo
echo "Executing command: drum server $*"
echo
exec drum server "$@"
4 changes: 4 additions & 0 deletions public_dropin_notebook_environments/python39_notebook_gpu_rapids/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -178,3 +178,7 @@ COPY --from=pulumi_builder --chown=$UNAME /pulumi/bin /usr/bin/
# Removing pip leftovers to not have trivy complain
RUN find "${VENV_PATH}"/lib/python3.*/site-packages -name "pip-*.dist-info" -type d -exec rm -rf {} + \
&& find "${VENV_PATH}"/lib/python3.*/site-packages -name "setuptools-*.dist-info" -type d -exec rm -rf {} +

COPY ./start_server_drum.sh /opt/code/start_server.sh

ENV HOME=/opt CODE_DIR=/opt/code ADDRESS=0.0.0.0:8080
1 change: 1 addition & 0 deletions public_dropin_notebook_environments/python39_notebook_gpu_rapids/requirements.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -36,6 +36,7 @@ starlette==0.41.0
statsmodels==0.14.1
tqdm==4.66.4
umap-learn==0.5.3
uwsgi
wordcloud==1.9.3
xgboost==1.6.2
yellowbrick==1.5
18 changes: 18 additions & 0 deletions public_dropin_notebook_environments/python39_notebook_gpu_rapids/start_server_drum.sh
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Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
#!/bin/sh
# Copyright 2021 DataRobot, Inc. and its affiliates.
#
# All rights reserved.
# This is proprietary source code of DataRobot, Inc. and its affiliates.
#
# Released under the terms of DataRobot Tool and Utility Agreement.
echo "Starting Custom Model environment with DRUM prediction server"

if [ "${ENABLE_CUSTOM_MODEL_RUNTIME_ENV_DUMP}" = 1 ]; then
echo "Environment variables:"
env
fi

echo
echo "Executing command: drum server $*"
echo
exec drum server "$@"
4 changes: 4 additions & 0 deletions public_dropin_notebook_environments/python39_notebook_gpu_tf/Dockerfile
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -183,3 +183,7 @@ COPY --from=pulumi_builder --chown=$UNAME /pulumi/bin /usr/bin/
# Removing pip leftovers to not have trivy complain
RUN find "${VENV_PATH}"/lib/python3.*/site-packages -name "pip-*.dist-info" -type d -exec rm -rf {} + \
&& find "${VENV_PATH}"/lib/python3.*/site-packages -name "setuptools-*.dist-info" -type d -exec rm -rf {} +

COPY ./start_server_drum.sh /opt/code/start_server.sh

ENV HOME=/opt CODE_DIR=/opt/code ADDRESS=0.0.0.0:8080
1 change: 1 addition & 0 deletions public_dropin_notebook_environments/python39_notebook_gpu_tf/requirements.txt
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -36,6 +36,7 @@ starlette==0.41.0
statsmodels==0.14.1
tqdm==4.66.4
umap-learn==0.5.3
uwsgi
wordcloud==1.9.3
xgboost==1.6.2
yellowbrick==1.5
18 changes: 18 additions & 0 deletions public_dropin_notebook_environments/python39_notebook_gpu_tf/start_server_drum.sh
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
#!/bin/sh
# Copyright 2021 DataRobot, Inc. and its affiliates.
#
# All rights reserved.
# This is proprietary source code of DataRobot, Inc. and its affiliates.
#
# Released under the terms of DataRobot Tool and Utility Agreement.
echo "Starting Custom Model environment with DRUM prediction server"

if [ "${ENABLE_CUSTOM_MODEL_RUNTIME_ENV_DUMP}" = 1 ]; then
echo "Environment variables:"
env
fi

echo
echo "Executing command: drum server $*"
echo
exec drum server "$@"