org.apache.comet.MetricsSupport.scala Maven / Gradle / Ivy
The newest version!
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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.
*/
package org.apache.comet
import org.apache.spark.SparkContext
import org.apache.spark.sql.execution.metric.{SQLMetric, SQLMetrics}
/**
* A trait for Comet operators that support SQL metrics
*/
trait MetricsSupport {
protected var metrics: Map[String, SQLMetric] = Map.empty
def initMetrics(sparkContext: SparkContext): Map[String, SQLMetric] = {
metrics = Map(
"ParquetRowGroups" -> SQLMetrics.createMetric(
sparkContext,
"num of Parquet row groups read"),
"ParquetNativeDecodeTime" -> SQLMetrics.createNanoTimingMetric(
sparkContext,
"time spent in Parquet native decoding"),
"ParquetNativeLoadTime" -> SQLMetrics.createNanoTimingMetric(
sparkContext,
"time spent in loading Parquet native vectors"),
"ParquetLoadRowGroupTime" -> SQLMetrics.createNanoTimingMetric(
sparkContext,
"time spent in loading Parquet row groups"),
"ParquetInputFileReadTime" -> SQLMetrics.createNanoTimingMetric(
sparkContext,
"time spent in reading Parquet file from storage"),
"ParquetInputFileReadSize" -> SQLMetrics.createSizeMetric(
sparkContext,
"read size when reading Parquet file from storage (MB)"),
"ParquetInputFileReadThroughput" -> SQLMetrics.createAverageMetric(
sparkContext,
"read throughput when reading Parquet file from storage (MB/sec)"))
metrics
}
}