com.boozallen.aiops.data.delivery.spark.AbstractDataAction Maven / Gradle / Ivy

Go to download

Show more of this group Show more artifacts with this name
Show all versions of extensions-data-delivery-spark Show documentation

Core classes that are needed for realization of the Data Delivery RA in Apache Spark

There is a newer version: 1.10.0

Show newest version

package com.boozallen.aiops.data.delivery.spark;

/*-
 * #%L
 * AIOps Foundation::AIOps Data Delivery::Spark
 * %%
 * Copyright (C) 2021 Booz Allen
 * %%
 * This software package is licensed under the Booz Allen Public License. All Rights Reserved.
 * #L%
 */

import org.aeonbits.owner.KrauseningConfigFactory;
import org.apache.log4j.Level;
import org.apache.spark.sql.SparkSession;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

/**
 * Contains the general concepts needed to perform a base AIOps Reference Architecture Data Action. A Data Action is a
 * step within a Data Flow.
 */
public abstract class AbstractDataAction {

    protected static final SparkConfig config = KrauseningConfigFactory.create(SparkConfig.class);
    private static final Logger logger = LoggerFactory.getLogger(AbstractDataAction.class);

    protected String subject;
    protected String action;

    protected final SparkSession sparkSession;

    protected AbstractDataAction(String subject, String action) {
        this.subject = subject;
        this.action = action;

        tailorSparkLoggingLevels();

        this.sparkSession = this.inferSparkSession();
    }

    private SparkSession inferSparkSession() {
        SparkSession.Builder builder = SparkSession.builder();
        if (config.executionModeLegacy()) {
            logger.warn("Forcing legacy execution...");
            builder = builder
                    .master("local[*]")
                    .config("spark.driver.host", "localhost");
        }
        return builder.getOrCreate();
    }

    /**
     * Allows Spark logging levels to be tailored to prevent excessive logging.
     */
    protected void tailorSparkLoggingLevels() {
        // suppress excessive logging from spark and smallrye
        org.apache.log4j.Logger.getLogger("org").setLevel(Level.WARN);
        org.apache.log4j.Logger.getLogger("io").setLevel(Level.ERROR);
    }
}