Azure Databricks与Azure HDInsights [英] Azure Databricks vs Azure HDInsights

问题描述

大家好， 

Hi All, 

我想知道人们认为哪些用例最适合Azure Databricks与Azure HDInsights。 

I want to know what what use cases people think are best for Azure Databricks vs Azure HDInsights. 

这些服务的优点和缺点是什么？最常见的限制是什么？ 

What are the pros and cons of each of these services? What are the most common limitations? 

我知道在整个架构中我们应该考虑利用这两种服务，但知道在什么时候使用它会很好。 

I know in the complete architecture we should be looking at leveraging both services, but it would be good to know what to use when. 

谢谢

   

   

推荐答案

嗨Ricky6789，

Hi Ricky6789,

Azure Databricks是一款优质的Spark产品，非常适合希望数据科学家轻松协作并高效运行基于Spark的工作负载且业界领先性能的客户。

Azure Databricks is a premium Spark offering that is ideal for customers who want their data scientists to collaborate easily and run their Spark based workloads efficiently and at industry leading performance.

Azure HDInsight带来两者Hadoop和Spark在同一个保护伞下，使企业能够使用同一套工具进行管理，例如使用Ambari，Apache Ranger等。它还提供行业标准笔记本体验，支持Jupyter
和Zeppelin笔记本电脑。希望在所有大数据工作负载中实现易于管理的企业可以选择使用HDInsight。

Azure HDInsight brings both Hadoop and Spark under the same umbrella and enables enterprises to manage both using the same set of tools e.g. using Ambari, Apache Ranger etc. It also offers industry standard notebook experience with support for both Jupyter and Zeppelin notebooks. Enterprises that want this ease of manageability across all their big data workloads can choose to use HDInsight.

Azure HDInsight是来自Hortonworks数据平台（HDP）的Hadoop组件的云分布。 Azure HDInsight可以轻松，快速且经济高效地处理大量数据。您可以使用最流行的开源框架，例如Hadoop，Spark，Hive，LLAP，Kafka，Storm，R等
。有关详细信息，请参阅 Azure HDInsight文档。

Azure HDInsight is a cloud distribution of the Hadoop components from the Hortonworks Data Platform (HDP). Azure HDInsight makes it easy, fast, and cost-effective to process massive amounts of data. You can use the most popular open-source frameworks such as Hadoop, Spark, Hive, LLAP, Kafka, Storm, R, and more. For more details, refer to Azure HDInsight Documentation.

Azure Databricks是一个基于Apache Spark的分析平台，针对Microsoft Azure云服务平台进行了优化。有关详细信息，请参阅 Azure Databricks文档。

Azure Databricks is an Apache Spark-based analytics platform optimized for the Microsoft Azure cloud services platform. For more details, refer to Azure Databricks Documentation.

以下是对
Azure HDInsight vs Databricks <的比较/ a>。

Here is the comparison on Azure HDInsight vs Databricks.

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