Question: Which API does Apache Spark Structured Streaming use for processing streaming data? 1 point DataFrame and Dataset APIs Spark Streaming API Kafka Streaming API Spark

Which API does Apache Spark Structured Streaming use for processing streaming data?
1 point
DataFrame and Dataset APIs
Spark Streaming API
Kafka Streaming API
Spark SQL API

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Q:

Question 1: Apache Beam (7) Your organisation wishes to add streaming capabilities to their big data analytics and processing stack. They have a few near real-time use cases that they wish to pursue...

Q:

Apache Beam (7) Your organization wishes to add streaming capabilities to its big data analytics and processing stack. They have a few near real-time use cases that they wish to pursue and have an...

Q:

The final project is an opportunity to broaden or deepen your knowledge about big data which have not been covered in class. It could be one of the following options: 1. learn new functionalities in...

Q:

What is PySpark? A . A Python library for machine learning B . A Python API for Apache Spark C . A data visualization tool D . A web development framework

Q:

Since this is a big data course, the project needs to demonstrate features of a big data processing system. It could be a simple re - implementation of a machine learning pipeline in scikitlearn /...

Q:

Apache Spark API Description Use Apache Spark to find the answer for the following questions. If you prefer to use less data for convenience, you can pick any 2 or 3 files from the dataset. Show a...

Q:

Q: Develop a streamlined alternative to Spotify. This project will feature a music recommendation system, playback, and streaming capabilities, alongside real - time suggestions derived from user...

Q:

_______ is the component of Spark that is responsible for assigning work that will be completed in parallel. In a single Databricks cluster, there will only be one of this component. QUESTION 2...

Q:

Syntax, serialization, data validation, and other user errors can occur when running Apache Spark applications. Consider the following numbered list: View the driver event log to locate the cause of...

Q:

What happens during job progression if any tasks within a stage fail after several attempts? 1 point Apache Spark transfers the jobs to the driver Apache Spark marks the task, stage, and job as...

Q:

Discuss why market size estimates may differ depending on the method being used. How can such differences be reconciled?

Q:

Which method is the best? Why?

Q:

The desireable conponents of an investment policy statement for individusl investors can be Divided into hiw many main elements?

Q:

Warnerwoods Company uses a perpetual inventory system. It entered into the following purchases and sales transactions for March. Date Activities Units Acquired at Cost Units Sold at Retail Mar. 1...

Q:

2. Do you think the Ulysses Program contributes to PwCs business strategy and goals? Explain.

Q:

4. Explain how person characteristics, input, output, consequences, and feedback influence performance and learning.

Q:

3. Discuss the concerns of upper-level and mid-level managers and trainers in needs assessment.