Spark Streaming - The simple way

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Spark Streaming What is Spark Streaming in pictures Yogesh Kumar Author - 99 Apache Spark Interview Questions for Professionals Yogesh Kumar

Transcript of Spark Streaming - The simple way

Page 1: Spark Streaming - The simple way

Spark Streaming

What is Spark Streaming in picturesYogesh Kumar

Author - 99 Apache Spark Interview Questions for Professionals

Yogesh Kumar

Page 2: Spark Streaming - The simple way

99 Apache Spark Interview Questions for Professionals

Spark Application step 0

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99 Apache Spark Interview Questions for Professionals

Spark Application step 1

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99 Apache Spark Interview Questions for Professionals

Spark Application step 2

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99 Apache Spark Interview Questions for Professionals

Streaming Step 1

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99 Apache Spark Interview Questions for Professionals

Streaming Step 2

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99 Apache Spark Interview Questions for Professionals

Streaming Step 3

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99 Apache Spark Interview Questions for Professionals

Streaming Step 4

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99 Apache Spark Interview Questions for Professionals

Streaming Step 5

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99 Apache Spark Interview Questions for Professionals

What if an executor fails?

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99 Apache Spark Interview Questions for Professionals

Automatic Recovery

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99 Apache Spark Interview Questions for Professionals

What if the driver fails?

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99 Apache Spark Interview Questions for Professionals

Recovering Driver w/ DStream Checkpointing

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99 Apache Spark Interview Questions for Professionals

Recovering Driver w/ DStream Checkpointing

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99 Apache Spark Interview Questions for Professionals

Recovering Driver w/ DStream Checkpointing

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99 Apache Spark Interview Questions for Professionals

Received blocks lost on Restart!

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99 Apache Spark Interview Questions for Professionals

Recovering data with Write Ahead Logs

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99 Apache Spark Interview Questions for Professionals

Recovering data with Write Ahead Logs

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99 Apache Spark Interview Questions for Professionals

Zero data loss = every stage processes each

event at least once despite any failure


Spark meetup - Zoomdata Streaming

Spark meetup - Zoomdata Streaming

Simple)stream)processing - Computer Science …€¦ · Spark’“batch”’framework ... Discretized) Stream)Processing Spark Spark Streaming batches)of)X) seconds live data) stream

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CS 744: SPARK STREAMING

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Streaming Office Hours today after the lecture until 7pm. Streaming Overview Spark Streaming Spark Streaming Programming Final Project Announcement Outline Streaming Overview Spark

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Chapter 1: Introduction to Apache Spark...streaming count spark application. ( words this s spark S nc -1k 8888 31-16-2ø8:- streaming application. this count streaming words spark—submit

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Spark Streaming Preview

Spark Streaming Preview

DECISION MAKING WITH MLLIB, SPARK AND SPARK STREAMING

DECISION MAKING WITH MLLIB, SPARK AND SPARK STREAMING