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From Big Data to Better Data: Ensuring Data Quality with Verity

Lyft Engineering

We will then introduce our in-house product, Verity, and showcase how it serves as a central platform for ensuring data quality in our Hive Data Warehouse. Hive: Lyft’s Data Warehouse Lyft’s largest source of consumable data is our Hive Data Warehouse. As such, Hive was the first target of Verity’s data quality assessment.

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Metadata Management and Data Governance with Cloudera SDX

Cloudera

This will allow a data office to implement access policies over metadata management assets like tags or classifications, business glossaries, and data catalog entities, laying the foundation for comprehensive data access control. View and access entities that are classified with tags related to “finance.”

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Metadata Management & Data Governance with Cloudera SDX

Cloudera

This will allow a data office to implement access policies over metadata management assets like tags or classifications, business glossaries, and data catalog entities, laying the foundation for comprehensive data access control. View and access entities that are classified with tags related to “finance.”

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One Big Cluster Stuck: The Right Tool for the Right Job

Cloudera

It is also common to then turn those Impala queries into ETL-style production pipelines instead of refining them using Hive or Spark ETL tools as best practices dictate. Use Cloudera’s obervability tool WXM (Workload Manager) to profile workloads (Hive, Impala, Yarn, and Spark) to discover optimization opportunities.

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Upgrade Journey: The Path from CDH to CDP Private Cloud

Cloudera

In addition the customer wanted to use the new Hive capabilities shipped with CDP Private Cloud Base 7.1.2. Hive-on-Tez for better ETL performance. Hive, Ranger, Atlas, Spark. Hive, Ranger, Atlas, Spark. Hive, Ranger, Atlas, Spark. Sentry Hive / HDFS ACL sync is not included in CDP-DC 7.1 (on CDP Version.

Cloud 131
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Sentry to Ranger – A concise Guide

Cloudera

In CDH, Apache Sentry provided a stand-alone authorization module for Hadoop SQL components like Apache Hive and Apache Impala as well as other services like Apache Solr, Apache Kafka, and HDFS (limited to Hive table data). Sentry Authorization processing for Hive happens via a semantic hook that is executed by HiveServer2.

Hadoop 74
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Top 8 Hadoop Projects to Work in 2024

Knowledge Hut

There is also Apache OpenNLP, which is a toolkit for natural language processing that includes features like text tokenization, part-of-speech tagging, and named entity identification. Users of Hive can construct queries that are similar to SQL in order to carry out data analysis, data transformation, and data visualization.

Hadoop 52