In this post, we will delve into the data modeling module of our clickstream solution. This module is an optional component that creates data models in the Amazon Redshift data warehouse and calculates reporting dimensions based on the event, session, and user factor tables generated in the data processing module. …
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In this post, we will delve into the data processing module of our clickstream solution. This module is an optional component that normalizes raw clickstream events by cleaning, transforming, and enriching them to fit the standard clickstream data schema defined in the solution. It's designed for flexibility, …
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In this post, we will delve into the data ingestion service of our clickstream solution. This service is a vital part of the clickstream analytics system. It is designed to be reliable, resilient, high-performing, flexible, and cost-effective. It plays a key role in capturing clickstream data from various sources and …
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This post explores the web console module of the clickstream solution.
The web console allows users to create and manage projects with their data pipeline, which ingests, processes, analyzes, and visualizes clickstream data. In version 1.1, the Analytics Studio was introduced for business analysts, enabling them to …
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In today's digital age, businesses are constantly seeking ways to understand and analyze user behavior on their websites. Clickstream events provide valuable insights into how users interact with a website, and analyzing this data can help businesses make informed decisions to improve user experience and drive …
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As developers, we all know the importance of maintaining high code quality standards. One powerful tool that can help us achieve this is SonarQube, a renowned platform for continuous code quality inspection. However, setting up and maintaining a dedicated SonarQube instance can be a cumbersome task, requiring …
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Amazon DynamoDB now supports AWS PrivateLink as of March 19, 2024. This feature allows you to securely access DynamoDB from your Amazon Virtual Private Cloud (VPC) without exposing your traffic to the public internet.
However, unlike VPC endpoints for other AWS managed services, the AWS PrivateLink for Amazon DynamoDB …
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Serverless computing is all the rage, promising pay-as-you-go magic and freedom from infrastructure woes. But what about serverless for data warehouses? Let's delve into the fascinating (and sometimes confusing) world of Redshift Serverless: its cost structure, ideal use cases, and situations where it might not be the …
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AWS CDK accelerates cloud development using common programming languages to model your applications. I had a series of posts using CDK to demonstrate Building serverless web applications with AWS Serverless. Because CDK uses a programming language to model your application, you can encapsulate your library via …
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Disclaimer: the cover image was generated by Amazon Bedrock's Titan Image Generator G1.
AWS CLI is a swiss knife for orchestrating the operations of AWS resources. Especially, the filter option could help your filter and transform the output then combine with other Linux commands together.
This post collects the CLI …
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