forked from SiVeGCS/dask_template
50 lines
No EOL
1.6 KiB
Bash
50 lines
No EOL
1.6 KiB
Bash
#!/bin/bash
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#PBS -N ray-job
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#PBS -l select=2:node_type=rome
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#PBS -l walltime=1:00:00
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export WS_DIR=<workspace_dir>
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export PROJECT_DIR=$WS_DIR/<project_name>
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export JOB_SCRIPT=monte-carlo-pi.py
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export ENV_ARCHIVE=ray_env.tar.gz
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export OBJECT_STORE_MEMORY=128000000000
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# Environment variables after this line should not change
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export SRC_DIR=$PROJECT_DIR/src
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export PYTHON_FILE=$SRC_DIR/$JOB_SCRIPT
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export DEPLOYMENT_SCRIPTS=$PROJECT_DIR/deployment_scripts
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export ENV_PATH=/run/user/$PBS_JOBID/ray_env # We use the ram disk to extract the environment packages since a large number of files decreases the performance of the parallel file system.
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mkdir -p $ENV_PATH
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tar -xzf $WS_DIR/$ENV_ARCHIVE -C $ENV_PATH # This line extracts the packages to ram disk.
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source $ENV_PATH/bin/activate
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export IP_ADDRESS=`ip addr show ib0 | grep -oP '(?<=inet\s)\d+(\.\d+){3}' | awk '{print $1}'`
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export RAY_ADDRESS=$IP_ADDRESS:6379
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export REDIS_PASSWORD=$(openssl rand -base64 32)
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export NCCL_DEBUG=INFO
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ray start --disable-usage-stats \
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--head \
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--node-ip-address=$IP_ADDRESS \
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--port=6379 \
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--dashboard-host=127.0.0.1 \
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--redis-password=$REDIS_PASSWORD \
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--object-store-memory=$OBJECT_STORE_MEMORY
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export NUM_NODES=$(sort $PBS_NODEFILE |uniq | wc -l)
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for ((i=1;i<$NUM_NODES;i++)); do
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pbsdsh -n $i -- bash -l -c "'$DEPLOYMENT_SCRIPTS/ray-start-worker.sh' '$WS_DIR' '$ENV_ARCHIVE' '$RAY_ADDRESS' '$REDIS_PASSWORD' '$OBJECT_STORE_MEMORY'" &
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done
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python3 $PYTHON_FILE
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ray stop --grace-period 30
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rm -rf $ENV_PATH # It's nice to clean up before you terminate the job. |