分析与报表：对数据进行分析和展现以获取洞察。如 BI 工具、jupyter 等。  数据作业编排：将多个数据处理动作（数据移动、处理转换等）编排成为工作流并周期性地 执行以实现数据处理工作的自动化。如 Apache Oozie、Sqoop 等。 2.1.2 开源大数据组件架构 Alibaba Cloud MaxCompute 解决方案 9 2.1.3 阿里云大数据组件架构 批处理 Hive MaxCompute SQL Alibaba Cloud MaxCompute 解决方案 16 MapReduce MaxCompute MR Apache Spark MaxCompute Spark 交互式分析 Impala Presto Hawk GreenPlum 等交互式分析 MaxCompute Lightning，提供只读的交互式查 开源生态 MaxCompute 产品组件/MaxCompute 生态工具 批处理 Hive SQL MaxCompute SQL MapReduce MaxCompute MR Apache Spark MaxCompute Spark Alibaba Cloud MaxCompute 解决方案 18 存储 HDFS/Hive 数据存储 MaxCompute

MDS 管理元数据信息 收集集群状态信息，自动调度 • 数据节点 Chunkserver 数据存储 副本一致性 • 客户端 Client 对元数据增删改查 对数据增删改查 • 快照克隆服务器MDS各个组件 MDS是中心节点，负责元数据管理、集群状态收集与调度。MDS包含以下几个部分： • Topology: 管理集群的 topo 元数据信息。 • Nameserver: 管理文件的元数据信息。 故障隔离的基本单元，一般来说属于不同zone的机 器至少是部署在不同的机架，一个server必须归属于一个 zone。 • server: 用于抽象描述一台物理服务器，chunkserver必须 归属一个于server。 • Chunkserver: 用于抽象描述物理服务器上的一块物理磁盘 (SSD)，chunkserver以一块磁盘作为最小的服务单元。TOPOLOGY curve在上物理pool之上又引入逻

linea recta (--), y flechas (-->) @startuml DataAccess - [First Component] [First Component] ..> HTTP : use @enduml 6.4 Usando notas Puedes usar el note left of , note right of , note top of , note @startuml interface "Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines DIAGRAMA DE COMPONENTES • folder • frame • cloud • database @startuml package "Some Group" { HTTP - [First Component] [Another Component] } node "Other Groups" { FTP - [Second Component] [First

linea recta (--), y flechas (-->) @startuml DataAccess - [First Component] [First Component] ..> HTTP : use @enduml 6.4 Usando notas Puedes usar el note left of , note right of , note top of , note @startuml interface "Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines COMPONENTES • package • node • folder • frame • cloud • database @startuml package "Some Group" { HTTP - [First Component] [Another Component] } node "Other Groups" { FTP - [Second Component] [First Component]

linea recta (--), y flechas (-->) @startuml DataAccess - [First Component] [First Component] ..> HTTP : use @enduml 6.4 Usando notas Puedes usar el note left of , note right of , note top of , note @startuml interface "Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines COMPONENTES • package • node • folder • frame • cloud • database @startuml package "Some Group" { HTTP - [First Component] [Another Component] } node "Other Groups" { FTP - [Second Component] [First Component]

linea recta (--), y flechas (-->) @startuml DataAccess - [First Component] [First Component] ..> HTTP : use @enduml 6.4 Usando notas Puedes usar el note left of , note right of , note top of , note @startuml interface "Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines COMPONENTES • package • node • folder • frame • cloud • database @startuml package "Some Group" { HTTP - [First Component] [Another Component] } node "Other Groups" { FTP - [Second Component] [First Component]

siguientes aspectos, debido al aumento del uso de Rust en Android: • Ejemplo de servicio: DNS over HTTP • Bibliotecas: Rutabaga Virtual Graphics Interface • Controladores de kernel: Binder • Firmware: (AOSP). There are other mocking libraries available on crates.io, in particular in the area of mocking HTTP services. The other mocking libraries work in a similar fashion as Mockall, meaning that they make under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2

linea recta (--), y flechas (-->) @startuml DataAccess - [First Component] [First Component] ..> HTTP : use @enduml 6.4 Usando notas Puedes usar el note left of , note right of , note top of , note @startuml interface "Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines COMPONENTES • package • node • folder • frame • cloud • database @startuml package "Some Group" { HTTP - [First Component] [Another Component] } node "Other Groups" { FTP - [Second Component] [First Component]

linea recta (--), y flechas (-->) @startuml DataAccess - [First Component] [First Component] ..> HTTP : use @enduml 6.4 Usando notas Puedes usar el note left of , note right of , note top of , note @startuml interface "Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines COMPONENTES • package • node • folder • frame • cloud • database @startuml package "Some Group" { HTTP - [First Component] [Another Component] } node "Other Groups" { FTP - [Second Component] [First Component]

linea recta (--), y flechas (-->) @startuml DataAccess - [First Component] [First Component] ..> HTTP : use @enduml 6.4 Usando notas Puedes usar el note left of , note right of , note top of , note @startuml interface "Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines COMPONENTES • package • node • folder • frame • cloud • database @startuml package "Some Group" { HTTP - [First Component] [Another Component] } node "Other Groups" { FTP - [Second Component] [First Component]