container-entrypoint.sh

#! /bin/bash

# Copyright (c) 2024, NVIDIA CORPORATION.  All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# Start the scheduler on the rank 0 node
if [[ -z "$SLURM_NODEID" ]] || [[ $SLURM_NODEID == 0 ]]; then
  # Make the directories needed
  echo "Making log directory $LOGDIR"
  mkdir -p $LOGDIR
  echo "Making profile directory $PROFILESDIR"
  mkdir -p $PROFILESDIR

  echo "Starting scheduler"
  if [[ $DEVICE == 'cpu' ]]; then
    dask scheduler \
    --scheduler-file $SCHEDULER_FILE \
    --protocol $PROTOCOL \
    --interface $INTERFACE >> $SCHEDULER_LOG 2>&1 &
  fi
  if [[ $DEVICE == 'gpu' ]]; then
    DASK_DISTRIBUTED__COMM__UCX__CREATE_CUDA_CONTEXT=True \
    DASK_DISTRIBUTED__RMM__POOL_SIZE=$RMM_SCHEDULER_POOL_SIZE \
    dask scheduler \
    --scheduler-file $SCHEDULER_FILE \
    --protocol $PROTOCOL \
    --interface $INTERFACE >> $SCHEDULER_LOG 2>&1 &
  fi
fi

# Wait for the scheduler to start
sleep 30

# Start the workers on each node
echo "Starting workers..."
export WORKER_LOG=$LOGDIR/worker_${SLURM_NODEID}-${SLURM_LOCALID}.log
if [[ $DEVICE == 'cpu' ]]; then
    dask worker \
    --scheduler-file $SCHEDULER_FILE \
    --memory-limit $CPU_WORKER_MEMORY_LIMIT \
    --nworkers -1 \
    --interface $INTERFACE >> $WORKER_LOG 2>&1 &
fi
if [[ $DEVICE == 'gpu' ]]; then
    dask-cuda-worker \
    --scheduler-file $SCHEDULER_FILE \
    --rmm-pool-size $RMM_WORKER_POOL_SIZE \
    --interface $INTERFACE \
    --enable-cudf-spill \
    --rmm-async >> $WORKER_LOG 2>&1 &
fi

# Wait for the workers to start
sleep 60

if [[ -z "$SLURM_NODEID" ]] || [[ $SLURM_NODEID == 0 ]]; then
  echo "Starting $SCRIPT_COMMAND"
  bash -c "$SCRIPT_COMMAND"
  touch $DONE_MARKER
fi

# All nodes wait until done to keep the workers and scheduler active
while [ ! -f $DONE_MARKER ]
do
  sleep 15
done