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[auto-merge] branch-24.12 to branch-25.02 [skip ci] [bot] #792

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Nov 27, 2024
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[auto-merge] branch-24.12 to branch-25.02 [skip ci] [bot] #792

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11 changes: 11 additions & 0 deletions python/benchmark/benchmark/base.py
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Expand Up @@ -14,6 +14,7 @@
# limitations under the License.
#
import argparse
import logging
import pprint
import subprocess
from abc import abstractmethod
Expand All @@ -28,6 +29,16 @@

from .utils import WithSparkSession, to_bool, with_benchmark

# disable mlflow autologging if in the environment (e.g. Databricks)
# due to observed heavy resource usage
logging.warning("***** Disabling mflow autologging for benchmark runs *****")
try:
import mlflow

mlflow.autolog(disable=True)
except ImportError:
pass


class BenchmarkBase:
"""Based class for benchmarking.
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2 changes: 1 addition & 1 deletion python/benchmark/databricks/gpu_etl_cluster_spec.sh
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Expand Up @@ -23,7 +23,7 @@ cat <<EOF
"spark.task.cpus": "1",
"spark.databricks.delta.preview.enabled": "true",
"spark.python.worker.reuse": "true",
"spark.executorEnv.PYTHONPATH": "/databricks/jars/rapids-4-spark_2.12-24.08.1.jar:/databricks/spark/python",
"spark.executorEnv.PYTHONPATH": "/databricks/jars/rapids-4-spark_2.12-24.10.1.jar:/databricks/spark/python",
"spark.sql.files.minPartitionNum": "2",
"spark.sql.execution.arrow.maxRecordsPerBatch": "10000",
"spark.executor.cores": "8",
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2 changes: 1 addition & 1 deletion python/benchmark/databricks/init-pip-cuda-11.8.sh
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Expand Up @@ -20,7 +20,7 @@ BENCHMARK_ZIP=/dbfs/path/to/benchmark.zip
# also, in general, RAPIDS_VERSION (python) fields should omit any leading 0 in month/minor field (i.e. 23.8.0 and not 23.08.0)
# while SPARK_RAPIDS_VERSION (jar) should have leading 0 in month/minor (e.g. 23.08.2 and not 23.8.2)
RAPIDS_VERSION=24.10.0
SPARK_RAPIDS_VERSION=24.08.1
SPARK_RAPIDS_VERSION=24.10.1

curl -L https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/${SPARK_RAPIDS_VERSION}/rapids-4-spark_2.12-${SPARK_RAPIDS_VERSION}-cuda11.jar -o /databricks/jars/rapids-4-spark_2.12-${SPARK_RAPIDS_VERSION}.jar

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2 changes: 1 addition & 1 deletion python/run_benchmark.sh
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Expand Up @@ -121,7 +121,7 @@ EOF

if [[ $cluster_type == "gpu_etl" ]]
then
SPARK_RAPIDS_VERSION=24.08.1
SPARK_RAPIDS_VERSION=24.10.1
rapids_jar=${rapids_jar:-rapids-4-spark_2.12-$SPARK_RAPIDS_VERSION.jar}
if [ ! -f $rapids_jar ]; then
echo "downloading spark rapids jar"
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