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Scalable Data Streaming with Amazon Kinesis

You're reading from   Scalable Data Streaming with Amazon Kinesis Design and secure highly available, cost-effective data streaming applications with Amazon Kinesis

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Product type Paperback
Published in Mar 2021
Publisher Packt
ISBN-13 9781800565401
Length 314 pages
Edition 1st Edition
Languages
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Authors (4):
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Rajeev Chakrabarti Rajeev Chakrabarti
Author Profile Icon Rajeev Chakrabarti
Rajeev Chakrabarti
Tarik Makota Tarik Makota
Author Profile Icon Tarik Makota
Tarik Makota
Brian Maguire Brian Maguire
Author Profile Icon Brian Maguire
Brian Maguire
Danny Gagne Danny Gagne
Author Profile Icon Danny Gagne
Danny Gagne
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Toc

Table of Contents (13) Chapters Close

Preface 1. Section 1: Introduction to Data Streaming and Amazon Kinesis
2. Chapter 1: What Are Data Streams? FREE CHAPTER 3. Chapter 2: Messaging and Data Streaming in AWS 4. Chapter 3: The SmartCity Bike-Sharing Service 5. Section 2: Deep Dive into Kinesis
6. Chapter 4: Kinesis Data Streams 7. Chapter 5: Kinesis Firehose 8. Chapter 6: Kinesis Data Analytics 9. Chapter 7: Amazon Kinesis Video Streams 10. Section 3: Integrations
11. Chapter 8: Kinesis Integrations 12. Other Books You May Enjoy

Creating a stream producer application

A producer is an application that adds data records into the data stream. There are several options to ingest data, including REST APIs, SDKs, agents, and tools that help you create a stream producer for your application.

Amazon Kinesis application technology options include the following:

  • The Amazon Kinesis API and AWS Python SDK
  • The Amazon KPL
  • The Kinesis Data Generator (KDG) for test data
  • Third-party connectors/agents
  • Kinesis Agent
  • AWS Mobile SDKs

Let's start by looking at how we can write data into the stream using the Amazon KDS REST APIs. We will walk through an API request and its response. This section will also demonstrate how we can use Kinesis Agent and the AWS Python SDK to write custom producer applications. As shown in the following diagram, the REST API, Kinesis Agent, and the Python SDK are a few of the many options for data ingestion:

Figure 4.6 – Producer...

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