Data Engineering Weekly

DECEMBER 15, 2024

Try Fully Managed Apache Airflow for FREE Run Airflow without the hassle and management complexity. Take Astro (the fully managed Airflow solution) for a test drive today and unlock a suite of features designed to simplify, optimize, and scale your data pipelines. For a limited time, new sign-ups will receive a complimentary Airflow Fundamentals Certification exam (normally $150).

Data Engineering 57

Data Engineering Data Engineer Engineering Hadoop 57

Hevo

DECEMBER 15, 2024

Introduction to Data Architecture Data architecture shows how data is managed, from collection to transformation to distribution and consumption. It tells about how data flows through the data storage systems. Data architecture is an important piece of data management. It is a framework that decides the data strategy for organizations.

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Data Architecture Architecture Data Storage Data 40

Cloudyard

DECEMBER 15, 2024

Read Time: 2 Minute, 57 Second In fast-paced data environments, schemas evolve frequently to meet new business requirements. One of the common challenges in managing database views is ensuring they stay in sync with the underlying table schema. For example, when new columns are added to a table, the corresponding view might not automatically reflect these changes, leading to errors or incomplete data in downstream processes.

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Retail Database Process Management 52

Hevo

DECEMBER 15, 2024

There is no denying the fact that in the modern business world, information reigns supreme because that is what is crucial in making decisions. The problem comes when this information is scattered across many systems and departments, making it difficult to access and analyze.

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In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

Data Pipeline

Hevo

DECEMBER 15, 2024

The rapid growth of data is changing industries globally. According to Statista, in 2024, the overall amount of data created equaled 149 zettabytes, while the estimated number by 2028 is 394 zettabytes. This explosion in the volume of data makes seamless management and usage extremely important.

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Data Integration Data Management Data Ingestion 40

Hevo

DECEMBER 15, 2024

Your organization’s data requirements are quite special in nature. As the volume and complexity of the data rises, your organization persistently seeks ways to obtain insightful information from everyday updates to stay ahead in the competition. This is where the use of Databricks overwrite functions—like Complete Overwrite and Insert Overwrite—keeps your datasets up-to-date and precise.

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IT Datasets Data Data Engineering 40