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Abstracting column access in PySpark with Proxy design pattern

Waitingforcode

One of the biggest changes for PySpark has been the DataFrame API. It greatly reduces the JVM-to-PVM communication overhead and improves the performance. However, it also complexities the code. Probably, some of you have already seen, written, or worked with the code like this.

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How to Design a Data Warehouse-Best Practices and Examples

ProjectPro

Unlock the power of your data with this comprehensive guide on how to design a data warehouse that delivers valuable insights to foster business growth! This also means businesses must design a data warehouse that is efficient enough to gain a competitive advantage. Create the data warehouse design schema.

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Teradata Enterprise Vector Store Joins NVIDIA Enterprise AI Factory Validated Design

Teradata

Register now close Home Resources Artificial Intelligence Article Teradata Enterprise Vector Store Joins NVIDIA Enterprise AI Factory Validated Design Learn how Teradata and NVIDIA are enabling enterprises to move toward scalable, agentic AI systems. Register now Join us at Possible 2025.

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Announcing Lakeflow Designer: No-Code ETL, Powered by the Databricks Intelligence Platform

databricks

We’re excited to announce Lakeflow Designer, an AI-powered, no-code pipeline builder that is fully integrated with the Databricks Data Intelligence Platform. With a visual canvas

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Apache Airflow® Best Practices for ETL and ELT Pipelines

ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded.

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Which IDEs do software engineers love, and why?

The Pragmatic Engineer

A next-generation code editor designed for collaboration with AI. Those mentioned were IntelliJ, PyCharm, PHPStorm, and RubyMind. Windsurf Editor. An “agentic IDE” released by Codeium just two weeks ago, which is attracting users fast. Neovim with Copilot.

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ILA Evo: Meta’s journey to reimagine fiber optic in-line amplifier sites

Engineering at Meta

Today’s rapidly evolving landscape of use cases that demand highly performant and efficient network infrastructure is placing new emphasis on how in-line amplifiers (ILAs) are designed and deployed. Current ILA site design. This design works well in a variety of soil conditions and is well suited to the weights involved.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

Learning Objectives: How to write DAGs that adapt to your data at runtime 🌐 How to use advanced data-driven scheduling features in Airflow 🚀 How to design your DAGs for easy readability and maintenance 🔍 Don't miss this chance to take a deep dive into the power of Apache Airflow®!

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6 Steps to Improving Your Application’s Analytics Experience

No one designs bad dashboards and reports on purpose. So why do so many applications have terrible analytics experiences? Download this ebook for secrets to creating dashboards and reports your users will love.

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The Essential Guide to Building Analytic Applications

What are best practices when designing the UI and UX of embedded dashboards, reports, and analytics? Embedding analytics in software presents some unique opportunities—and poses unique challenges—to software teams. What should software teams know about implementing security that works with the rest of their products?

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7+ Graphics Libraries to Enhance Your Embedded Analytics

You’ll learn: Seven graphics libraries developers can use to enhance in-app analytics Easy-to-use wireframe tools to help the design and approval process The importance of modernizing your embedded analytics Download the e-book to learn about the seven-plus graphics libraries to enhance your embedded analytics.

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The Definitive Guide to Embedded Analytics

The Definitive Guide to Embedded Analytics is designed to answer any and all questions you have about the topic. But many companies fail to achieve this goal because they struggle to provide the reporting and analytics users have come to expect. It will show you what embedded analytics are and how they can help your company.

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Best Practices for Deploying & Scaling Embedded Analytics

Application Design: Depending on your capabilities, you can choose either a VM or a container-based approach. Deployment: Benefits and drawbacks of hosting on premises or in the cloud. Packaging and Deployment Workflow: Embedded analytics solution should work seamlessly with your current application.

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The Definitive Guide to Embedded Analytics

The Definitive Guide to Embedded Analytics is designed to answer any and all questions you have about the topic. But many companies fail to achieve this goal because they struggle to provide the reporting and analytics users have come to expect. It will show you what embedded analytics are and how they can help your company.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

Discover how to design and evolve profit streams over time, focusing on solution sustainability, economic sustainability, and relationship sustainability. Takeaways: Learn how to increase profits, enhance customer satisfaction, and create sustainable business models by selecting effective pricing and licensing strategies.