[CI] Use RAPIDS 22.10 (#8298)
* [CI] Use RAPIDS 22.10 * Store CUDA and RAPIDS versions in one place * Fix * Add missing #include * Update gputreeshap submodule * Fix * Remove outdated distributed tests
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@@ -1,6 +1,7 @@
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ARG CUDA_VERSION_ARG
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FROM nvidia/cuda:$CUDA_VERSION_ARG-runtime-ubuntu18.04
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ARG CUDA_VERSION_ARG
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ARG RAPIDS_VERSION_ARG
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# Environment
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ENV DEBIAN_FRONTEND noninteractive
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@@ -21,7 +22,8 @@ ENV PATH=/opt/python/bin:$PATH
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RUN \
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conda install -c conda-forge mamba && \
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mamba create -n gpu_test -c rapidsai-nightly -c rapidsai -c nvidia -c conda-forge -c defaults \
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python=3.8 cudf=22.04* rmm=22.04* cudatoolkit=$CUDA_VERSION_ARG dask dask-cuda=22.04* dask-cudf=22.04* cupy \
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python=3.9 cudf=$RAPIDS_VERSION_ARG* rmm=$RAPIDS_VERSION_ARG* cudatoolkit=$CUDA_VERSION_ARG \
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dask dask-cuda=$RAPIDS_VERSION_ARG* dask-cudf=$RAPIDS_VERSION_ARG* cupy \
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numpy pytest scipy scikit-learn pandas matplotlib wheel python-kubernetes urllib3 graphviz hypothesis \
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pyspark cloudpickle cuda-python=11.7.0
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