Taking Apache Spark’s Structured Streaming to Production
This is the fifth post in a multi-part series about how you can perform complex streaming analytics using Apache Spark. At Databricks, we’ve...
Detecting Abuse at Scale: Locality Sensitive Hashing at Uber Engineering
This is a cross blog post effort between Databricks and Uber Engineering. Yun Ni is a software engineer on Uber’s Machine Learning Platform...
Event-time Aggregation and Watermarking in Apache Spark’s Structured Streaming
This is the fourth post in a multi-part series about how you can perform complex streaming analytics using Apache Spark. Continuous applications often...
Processing Data in Apache Kafka with Structured Streaming in Apache Spark 2.2
This is the third post in a multi-part series about how you can perform complex streaming analytics using Apache Spark. In this blog...
Real-Time End-to-End Integration with Apache Kafka in Apache Spark’s Structured Streaming
View the Notebook in Databricks Community Edition Structured Streaming APIs enable building end-to-end streaming applications called continuous applications in a consistent, fault-tolerant manner...
Next Generation Physical Planning in Apache Spark
Never underestimate the bandwidth of a station wagon full of tapes hurtling down the highway. — Andrew Tanenbaum, 1981 magine a cold, windy...
On-Demand Webinar and FAQ: Apache Spark MLlib 2.x: How to Productionize your Machine Learning Models
On March 9th, we hosted a live webinar— Apache Spark MLlib 2.x: How to Productionize your Machine Learning Models —to address the following...
Analyse One Year of Radio Station Songs Aired with Apache Spark, Spark SQL, Spotify, and Databricks
Read Rise of the Data Lakehouse to explore why lakehouses are the data architecture of the future with the father of the data...
Voice from Facebook: Using Apache Spark for Large-Scale Language Model Training
This is a guest post from Facebook. Tejas Patil and Jing Zheng, software engineers in the Facebook engineering team, show how to use...
Working with Complex Data Formats with Structured Streaming in Apache Spark 2.1
In part 1 of this series on Structured Streaming blog posts, we demonstrated how easy it is to write an end-to-end streaming ETL...