智能数据湖构建 Data Lake Formation

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Introduction

To seamlessly integrate with your data lake,Hologres V3.0 and later enables you to create external tables for Paimon data sources in Data Lake Formation(DLF).Hologres V4.0 further enhances this by introducing external ...

Product series

Data Lake Formation(DLF)offers a unified,fully managed platform for data and metadata management,and storage.In addition,it provides data access control and storage analysis and optimization.DLF seamlessly integrates with ...

Engine integration

As the unified data lake foundation of Alibaba Cloud,Data Lake Formation(DLF)integrates with mainstream big data compute engines.This provides powerful support for diverse business scenarios,such as real-time and offline ...

End-to-end data lake formation and analysis ...

end data ingestion and analysis practice based on Alibaba Cloud Data Lake Formation(DLF).Background information With the continuous development of the data era,the volume of data is growing explosively,and the forms of ...

Notice on the end of updates for the data ...

Dear users,Thank you for your support and trust in Alibaba Cloud Data Lake Formation(DLF).From February 15,2023,Alibaba Cloud no longer updates the data ingestion feature provided by DLF.This aims to improve service ...

数据湖构建DLF服务等级协议

数据湖构建 DLF 服务等级协议(SLA)的详情,请参见 数据湖构建DLF服务等级协议。

Data Lake Formation data source

Alibaba Cloud Data Lake Formation(DLF)is a fully managed platform that provides unified metadata,data storage,and data management.DLF offers features such as metadata management,storage management,permission management,...

What is DLF-Legacy?

Data Lake Formation(DLF)1.0 is a fully managed service that helps users quickly build cloud-based data lakes and lakehouses.This service provides customers with unified metadata management,unified permission and security ...

Try DLF now:public preview available

Data Lake Formation(DLF)is launching its free public preview from August 5,2025.This is a valuable opportunity to explore the latest advancements in DLF.We welcome all users to join,provide feedback,and help us make DLF ...

PVFS

Overview The Paimon client supports PVFS(Paimon Virtual Storage)that allows users to access tables in a Data Lake Formation(DLF)catalog using standard file paths,similar to a regular file system.How it works PVFS abstracts...

Data Lakehouse Solution 1.0(Deprecated)

Data Lake Formation,and Object Storage Service:The metadata(schema)of the data lake is stored in Data Lake Formation(DLF).MaxCompute uses the metadata management capabilities of DLF to improve data processing for semi-...

服务等级协议

自2021年1月起,数据湖构建(DLF)服务等级协议(SLA)生效。详细内容参考 数据湖构建服务等级协议。

Permission management

This topic describes the Data Lake Formation(DLF)permission model,including how to grant permissions to a Resource Access Management(RAM)user.This allows them to access and use DLF features.The permission model has two ...

Getting started

This topic describes how to get started with Data Lake Formation(DLF).Prerequisites All the data in data lakes that are created by using DLF is stored in Object Storage Service(OSS).You must specify an OSS bucket or an OSS...

数据目录

数据目录(Catalog)是数据湖构建Data Lake Formation)的元数据顶层逻辑实体,采用层级化结构组织元数据资源。适用于不同业务或不同用户间的元数据隔离与权限管控,以及湖数据存储和表运维管理等场景。本文为您介绍数据目录(Catalog...

授权并开通DLF

此外,请按需开通对应地域的数据湖构建服务,即可顺利使用DLF功能。云资源访问授权 通常情况下,首次使用DLF时,您需要完成自动化授权操作,确保DLF能够正常访问相关云资源。登录 数据湖构建控制台。在 云资源访问授权 右侧,单击 授权。在...

Data governance FAQ

OSS Data storage class:OSS-HDFS Data storage class:HDFS Data Lake cluster(DataLake)Data Lake Formation(DLF)RDS instance MySQL Custom cluster(Custom)Data Lake Formation(DLF)RDS instance MySQL Other clusters-Why are queries ...

Apply for the DLF invitational preview

We're excited to announce that Data Lake Formation(DLF)is now available for free invitational preview,starting from April 17,2025.This is a valuable opportunity to experience the latest advancements in DLF.We invite all ...

What is DLF?

Data Lake Formation(DLF)offers a unified,fully managed platform for data and metadata management,and storage.In addition,it provides data access control and storage analysis and optimization.DLF seamlessly integrates with ...

角色管理

系统内置角色:admin(数据湖管理员):拥有数据湖构建中,所有的数据权限及授权权限。super_administrator(超级管理员):拥有数据湖构建中,所有的数据权限及授权权限,可以对admin的用户进行修改。创建角色 在角色列表页面,单击 创建...

数据湖构建(DLF)

本文介绍召回引擎版实例添加表选择数据湖构建(DLF)数据源的步骤详情。前置条件 了解 数据湖构建。已配置数据湖构建 数据目录ID、数据库 和 数据表,将在配置数据同步中使用。添加数据湖(DLF)数据源 在 实例详情 表管理页,点击 添加表...

Hive

Hive是一个基于Hadoop的数据仓库框架,在大数据业务场景中,主要用来进行数据提取、转化和加载(ETL)以及元数据管理。Hive结构 名称 说明 HiveServer2 HiveQL查询服务器,可以配置为Thrift或者HTTP协议,接收来自JDBC客户端提交的SQL请求...

Limits

This topic describes the limits of Data Lake Formation(DLF).When you use the DLF console or call API operations,make sure that relevant requirements are met.Otherwise,an error occurs.Metadata Item Quota Queries on a single...

使用OpenAPI

本文为您介绍使用数据湖构建OpenAPI的基本信息及注意事项。说明 关于如何使用阿里云OpenAPI,请参见学习文档:使用OpenAPI。基本信息 版本说明 版本号 说明 2020-07-10 推荐 接入点说明 参见 服务接入点。用户身份 用户身份 支持情况 阿里...

Databases

This topic describes the basic database operations in Data Lake Formation(DLF).Note When a DLF catalog is registered in platforms like EMR Serverless Spark or Realtime Compute for Apache Flink,you can create databases and ...

Use Realtime ...data to data lakes and analyze ...

Data Lake Formation(DLF)can work with the Realtime Compute for Apache Flink service built on the Ververica Platform(VVP)computing engine and the Flink Change Data Capture(CDC)technology to import data to data lakes.You can...

Billing

This topic describes the billing of resources in Data Lake Formation(DLF),including resource usage for data ingestion,storage of metadata objects,and metadata requests.Billable items and billing methods Important At ...

FAQ

This topic describes the frequently asked questions(FAQ)about Data Lake Formation(DLF)and provides answers to these questions.How do I apply for the public preview qualification of DLF?How can I estimate the number of CUs ...

Data Catalog

The data catalog is the top-level entity of metadata in Data Lake Formation(DLF).It can contain multiple databases.This topic describes the basic operations of the data catalog.Scenarios The data catalog is used in the ...

Configure permissions

Before users can use Data Lake Formation(DLF),you(administrators)must configure two types of permissions for them.This topic guides you through that task.Configure API permissions To interact with DLF through APIs or SDKs,...

RAM authorization

and the policy statement elements(Action,Resource,and Condition)defined by Data Lake Formation for RAM permission policies.The RAM code(RamCode)for Data Lake Formation is dlf,and the supported authorization granularity is ...

数据湖构建之MaxCompute仓一体最佳实践

MaxCompute+DLF仓一体方案打破数据湖数据仓库割裂的体系,架构上将数据湖的灵活性、生态丰富与数据仓库的企业级能力进行融合,构建数据湖数据仓库融合的数据管理平台。本文介绍仓一体的具体方案。背景信息 大数据计算服务...

Manage data catalogs

A data catalog is the top-level metadata entity in Data Lake Formation(DLF)or Hive Metastore(HMS)and can contain multiple databases.In EMR Serverless Spark,you can view the databases and tables in an attached data catalog ...

Lance tables

This topic describes the basic operations on Lance tables in Data Lake Formation(DLF).Create a table Log on to the DLF console.In the left navigation menu,select Catalogs,and click your catalog name.In the Database section...

EMR+DLF data lake solution

A data lake solution based on the combination of E-MapReduce(EMR)and Data Lake Formation(DLF)(EMR+DLF data lake solution)allows enterprises to manage the metadata and permissions of data lakes in a centralized manner.This ...

Location hosting

Location hosting allows you to manage and analyze the stored data in the data lake Object Storage Service(OSS)by hosting it to Data Lake Formation(DLF).After hosting the location,it will provide you with Storage overview,...

数据

数据湖构建数据表是实现实时离线一体化的核心。本文深度解析了内部表与外部表的本质区别、选型要点及其全生命周期管理,为构建高性能、易维护的现代数据湖奠定基础。

Use DLF and EMR to manage permissions

This topic describes how to use the Data Lake Formation(DLF)and E-MapReduce(EMR)products to manage permissions on data lakes in specific business scenarios.Background information Metadata management and data permission ...
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