Accessing Data Stored in Amazon S3 through Spark
Spark can access files in S3, even when running in local mode, given AWS credentials. By default, with s3a URLs, Spark will search for credentials in a few...
Beginner's Hadoop
Predictive Modeling
Classification: What are the advantages of different classification algorithms? What are the advantages of using a decision tree for classification? What are the disadvantages of using a decision...
JDBC in Spark SQL
Apache Spark has very powerful built-in API for gathering data from a relational database. Effectiveness and efficiency, following the usual Spark approach, is managed in a transparent way....
Machine Learning: Logistic Regression using Apache Spark
In this blog post, I’ll help you get started using Apache Spark’s spark.ml Logistic Regression for predicting whether or not someone makes more or less than $50,000. Classification Classification...
User defined functions(udf) in spark
UDFs or user defined functions are a simple way of adding a function into the SparkSQL language. This function operates on distributed DataFrames and works row by row....
Redshift Database connection in spark
This blog primarily focus on how to connect to redshift from Spark. Redshift: Amazon Redshift is a fully managed petabyte-scale data warehouse service. Redshift is designed for analytic...
Useful commands for hadoop developer
This post combines most frequently used command for spark, emr, yarn and AWS by hadoop developer. Kill Spark job: This command will kill all the running spark jobs.
|
1 |
ps aux | grep -i spark | awk {'print $2'} | xargs kill -9 |
...
Most common issues faced by spark developer and it’s solution
Most common issues faced by spark developer and it’s solution Timeout waiting for connection from pool Caused by: com.amazon.ws.emr.hadoop.fs.shaded.org.apache.http.conn.ConnectionPoolTimeoutException: Timeout waiting for connection from pool To resolve this...
File Operation in scala
File operation is important operation in an application. We might have to provide some configuration information or some input for application in such scenario we have to perform...
