Remove 2023 Remove Big Data Remove Data Analytics Remove Snapshot
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Use Amazon Athena with Spark SQL for your open-source transactional table formats

AWS Big Data

These formats enable ACID (atomicity, consistency, isolation, durability) transactions, upserts, and deletes, and advanced features such as time travel and snapshots that were previously only available in data warehouses. It will never remove files that are still required by a non-expired snapshot.

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Use Apache Iceberg in a data lake to support incremental data processing

AWS Big Data

Whenever there is an update to the Iceberg table, a new snapshot of the table is created, and the metadata pointer points to the current table metadata file. At the top of the hierarchy is the metadata file, which stores information about the table’s schema, partition information, and snapshots. Choose Advanced options.

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Achieve near real time operational analytics using Amazon Aurora PostgreSQL zero-ETL integration with Amazon Redshift

AWS Big Data

CREATE DATABASE aurora_pg_zetl FROM INTEGRATION ' ' DATABASE zeroetl_db; The integration is now complete, and an entire snapshot of the source will reflect as is in the destination. About the Authors Raks Khare is an Analytics Specialist Solutions Architect at AWS based out of Pennsylvania.

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Enable metric-based and scheduled scaling for Amazon Managed Service for Apache Flink

AWS Big Data

If SnapshotsEnabled is set to true in ApplicationSnapshotConfiguration, Amazon Managed Service for Apache Flink will automatically pause the application, take a snapshot, and then restore the application with the updated configuration whenever it is updated or scaled. The following diagram illustrates the state machine workflow.

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Introducing Amazon MWAA support for Apache Airflow version 2.7.2 and deferrable operators

AWS Big Data

You can see the time each task spends idling while waiting for the Redshift cluster to be created, snapshotted, and paused. and the Amazon Linux 2023 (AL2023) base image, offering enhanced security, modern tooling, and support for the latest Python libraries and features. She is passionate about data analytics and networking.

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Implement slowly changing dimensions in a data lake using AWS Glue and Delta

AWS Big Data

This post is designed to be implemented for a real customer use case, where you get full snapshot data on a daily basis. employee" where delete_flag=true and date_format(CAST(end_date AS date),'%Y/%m') ='2023/03' Note: Update the correct database name from the CloudFormation output before running the above query.

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What is business intelligence? Transforming data into business insights

CIO Business Intelligence

BI aims to deliver straightforward snapshots of the current state of affairs to business managers. BI analysts use data analytics, data visualization, and data modeling techniques and technologies to identify trends. and prescriptive (what should the organization be doing to create better outcomes?).