List of Tables

Chapter 5. Sparkling queries with Spark SQL

Table 5.1. Ranking and analytic functions that can be used as window functions

Chapter 6. Ingesting data with Spark Streaming

Table 6.1. Window operations available in Spark Streaming

Chapter 11. Running on a Spark standalone cluster

Table 11.1. System environment variables affecting the behavior of the start-master.sh script

Table 11.2. Java parameters you can specify in the SPARK_MASTER_OPTS environment variable

Table 11.3. System environment variables affecting the behavior of worker processes

Table 11.4. Java parameters that can be specified in the SPARK_WORKER_OPTS environment variable

Table 11.5. Optional parameters that can be specified when starting masters or workers manually

Table 11.6. Possible actions for the spark-ec2 script

Chapter 12. Running on YARN and Mesos

Table 12.1. Scripts for starting and stopping YARN and HDFS daemons

Table 12.2. Additional configuration parameters for running Spark on Mesos

Chapter 13. Case study: real-time dashboard

Table 13.1. Data stored in access logs for each user request in the example application

Table 13.2. Statistics, descriptions, and matching keys calculated by Log Analyzer to format messages sent to Kafka

Table 13.3. Arguments for the start-simulator.sh script

Chapter 14. Deep learning on Spark with H2O

Table 14.1. Parameters to build a deep-learning model for classification of census data