Äú¿ÉÒÔ¾èÖú£¬Ö§³ÖÎÒÃǵĹ«ÒæÊÂÒµ¡£

1Ôª 10Ôª 50Ôª





ÈÏÖ¤Â룺  ÑéÖ¤Âë,¿´²»Çå³þ?Çëµã»÷Ë¢ÐÂÑéÖ¤Âë ±ØÌî



  ÇóÖª ÎÄÕ ÎÄ¿â Lib ÊÓÆµ iPerson ¿Î³Ì ÈÏÖ¤ ×Éѯ ¹¤¾ß ½²×ù Model Center   Code  
»áÔ±   
   
 
     
   
 ¶©ÔÄ
  ¾èÖú
΢·þÎñServiceCombÈëÃ۸Àý
 
×÷Õߣºzengdongwen
  5769  次浏览      30
 2020-8-19  
   
 
±à¼­ÍƼö:
ÎÄÕÂÖ÷Òª½éÉÜÁË΢·þÎñ¿ª·¢µÄ·½Ê½ ¼°ÈëÃ۸ÀýÀ´Ñ§Ï°ServiceComb,°üº¬Ôõô½øÐй¤³ÌµÄ´´½¨¡£
±¾ÎÄÀ´×ÔÓÚcsdn£¬ÓÉ»ðÁú¹ûÈí¼þAnna±à¼­¡¢ÍƼö¡£

ServiceCombÊÇ»ªÎª2017Ä꿪ԴµÄ΢·þÎñ¿ò¼Ü£¬ServiceCombÔÚ»ªÎªÄÚ²¿µÄʵ¼ùÖгÁµíÁ˷ḻµÄÆóÒµ¼¶Ó¦Óÿª·¢¾­Ñ飬¸ÃÏîÄ¿ÒÑÓÚ2017Äê12Ô½øÈëApache·õ»¯Æ÷¡£×¢Ò⣺ServiceCombÊÇ»ªÎª¿ªÔ´µÄ£¬»ªÎªÈ·ÊµºÜÀ÷º¦°¡¡£»ªÎª°ÑËû¹±Ï׸øÁËApache£¬ÏÖÔÚÒѾ­³ÉΪÁËApacheµÄ¶¥¼¶ÏîÄ¿¡£Apache ServiceCombµÄ¹ÙÍøµØÖ·£¨×¢Ò⣺¹ÙÍøÌṩÖÐÎİæÅ¶£¬¶ÔÓÚÓ¢Óï²»ºÃµÄÅóÓÑ£¬ÕâÊÇÒ»¸ö¸£Òô£¬±Ï¾¹ÊÇÔÛÖйúÈË×Ô¼º¿ª·¢µÄ°¡£©¡£

΢·þÎñ¿ª·¢µÄ·½Ê½Ö÷ÒªÓÐÒ»ÏÂÈýÖÖ£º

1¡¢dubbo+zookeeper

2¡¢spring boot+spring cloud

3¡¢ServiceComb

ÄÇô£¬ServiceCombºÍSpring cloudÏà±ÈÓÐʲôÓŵãÄØ£¿Ö÷ÒªµÄÓŵãÓÐÒÔϼ¸µã£º

1¡¢ServiceCombÖ§³ÖµÄͨÐÅЭÒé±ÈSpringCloud¶à¡£ServiceCombÖ§³Ö¶àÖÖͨÐÅЭÒé, Rest¡¢Highway£¨RPC£©µÈ

SpringCloud½öÖ§³ÖRest¡£

2¡¢Ïà±ÈSpringCloudµÄRestЭÒ飬Highway£¨RPC£©Ð­ÒéÐÔÄܸü¸ß£¬HighwayÊÇ»ùÓÚ¶þ½øÖƵÄÐòÁл¯·½Ê½´«ÊäÊý

¾Ý£¬²ÉÓöþ½øÖƱàÂëµÄϵͳµÄÐÔÄÜÔ¶¸ßÓÚ²ÉÓÃÎı¾µÄHTTPЭÒé¡£

3¡¢ServiceCombµÄÉÌÒµ°æ±¾CSEÏà±ÈSpringCloud²»½öÌṩÁË΢·þÎñ¿ª·¢¿ò¼Ü£¬»¹ÌṩÁË΢·þÎñÔÆ²¿Ê𣬹ÜÀí¡¢ÖÎ

ÀíµÈһվʽ½â¾ö·½°¸¡£

4¡¢»¹ÓÐÕâÊÇÖйúÈË¿ª·¢µÄ£¬¹ÙÍø¶¼ÌṩÁËÖÐÎÄÎĵµ£¬¶ÔÓÚÎÒÃÇѧϰÕßÀ´ËµÕâÒ²ÊÇÒ»´óºÃ´¦°¡¡£

ÏÂÃæÎÒÃǾÍͨ¹ýÒ»¸ö¼òµ¥µÄÈëÃ۸ÀýÀ´Ñ§Ï°ServiceComb£º

ΪÁËÄܹ»Ê¹¿ª·¢Õß¿ÉÒÔ¿ìËÙ¹¹½¨ServiceCombÓ¦ÓóÌÐò£¬ÎªÎÒÃÇÌṩÁËÒ»Ì×½ÅÊּܣ¬ÕâÑùÄܹ»·½±ãѧϰÕß¼°Ó¦Óÿª·¢Õß¿ìËÙÈëÃÅ£¬Í¬Ê±¼«´óµÄÌá¸ßÁËЧÂÊ¡£

1.·ÃÎÊ¿ìËÙ¿ª·¢Òýµ¼Ò³£ºhttp://start.servicecomb.io/

ºóÃæÎÒÃǾͿÉÒÔÌîд¹¤³ÌÏà¹ØÄÚÈÝ£¬×îºó¾Í¿ÉÒÔÉú³É´úÂëÁË¡£

½âѹ¹¤³Ì£¬µ¼Èëµ½Idea¹¤¾ßÖУ¬È»ºó±àд×Ô¼ºµÄÒµÎñ´úÂë¾Í¿ÉÒÔÁË¡£

ÉÏÃæµÄ·½Ê½¸ü¿ìËÙ£¬¸ü¼òµ¥µÄ´´½¨Ò»¸öServiceCombµÄ°¸Àý£¬µ«ÊÇÎÒ¾õµÃÒª¸üºÃµÄÁ˽⣬¾ÍÓ¦¸Ã´ÓÁ㿪ʼ£¬Ò»²½Ò»²½µÄÈ¥´î½¨¹¤³Ì£¬±àд´úÂ룬ËùÒÔÏÂÃæ¾Í¿ªÊ¼Ò»²½Ò»²½µÄÀ´ÊµÏÖ£º

¿ª·¢»·¾³£ºIDEA£¬JDK1.8ÒÔÉÏ£¬maven 3.3.0ÒÔÉÏ

Ê×ÏÈÎÒÃÇÐèÒªÏÂÔØ¹ÙÍøÌṩµÄ×¢²áÖÐÐÄ£¬ÏÂÔØ

ÏÂÔØÈçÏ£º

ÏÂÔØµ½±¾µØºó£¬½âѹ£¨²»Òª½âѹµ½ÖÐÎÄĿ¼Ï£©£¬Ä¿Â¼½á¹¹ÈçÏ£º

½¨Òéÿ´Î¶¼Æô¶¯ÕâÁ½¸ö³ÌÐò¡£Ç°Ì¨·ÃÎʵØÖ·£ºhttp://127.0.0.1:30103£¬ºǫ́µØÖ·ÊÇ£ºhttp://127.0.0.1:30100

ÏÂÃæ½øÐй¤³ÌµÄ´´½¨£º

1¡¢´´½¨¸¸¹¤³ÌHelloWorldDemo

1.1 ÔÚIDEA¿ª·¢¹¤¾ßÖУ¬µã»÷file¡ª¡ª¡·new¡ª¡ª¡·project

µã»÷next½øÈëÏÂÒ»²½£¬ÌîдºÃGroupIdºÍArtifactId£¬¼ÌÐøµã»÷next½øÈëÏÂÒ»²½£¬½øÈëmavenµÄÅäÖãº

ÅäÖúÃ×Ô¼ºµÄmaven£¬È»ºóµã»÷next£¬Ö±µ½finish¼´¿É¡£ÎÒÕâÀïÖ»½²ÁËÖØÒªµÄ²¿·Ö£¬ÆäËûµÄ´´½¨ÎÒÏàÐÅ´ó¼Ò¶¼ÖªµÀ£¬Èç¹û²»Çå³þµÄ×ÔÐвéÕÒ×ÊÁÏ¡£

ÔÚpom.xmlÎļþÖÐÌí¼ÓÈçϵÄÒÀÀµ£º


<parent>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-parent</artifactId>
<version>1.5.12.RELEASE</version>
<relativePath/> <!-- lookup parent from repository -->
</parent>

<properties>
<project.build.sourceEncoding> UTF-8 </project.build.sourceEncoding>
<project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
<java.version>1.8</java.version>
</properties>

<!--1.ʵÏÖpomÎļþµ¼Èë-->
<dependencyManagement>
<dependencies>
<dependency>
<groupId>org.apache.servicecomb</groupId>
<artifactId>java-chassis-dependencies</artifactId>
<version>1.0.0-m2</version>
<type>pom</type>
<scope>import</scope>
</dependency>
</dependencies>
</dependencyManagement>

<build>
<plugins>
<plugin>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-maven-plugin</artifactId>
</plugin>
</plugins>
</build>

2¡¢´´½¨api½Ó¿ÚÄ£¿é

2.1 ÎÒÃÇÔÚ¸¸¹¤³ÌµÄ»ù´¡ÉÏ£¬´´½¨Ò»¸öapiµÄ½Ó¿Ú¹¤³Ì£¬²½ÖèÈçÏ£º

Ñ¡Ôñ¸¸¹¤³ÌµÄ»ù´¡ÉÏ£¬µã»÷file¡ª¡ª¡·new¡ª¡ª¡·module£¬Ñ¡Ôñmaven£¬Ö±½Óµã»÷next£¨²»ÐèҪѡÔñ¹Ç¼Ü£©£¬È»ºóÌîдArtifactId£ºhello-world-api£¬µã»÷next£¬Ö±µ½finish¼´¿É¡£¹¤³Ì½á¹¹ÈçÏ£º

Õâ¸öʱºòµÄjavaºÍresourcesûÓбíÃ÷ÊÇÔ´´úÂëºÍÅäÖÃÎļþ×ÊԴĿ¼£¬ÎÒÃÇÐèÒªÊÖ¶¯×ªÒ»Ï£¬ÓÒ»÷java£¬»á³öÏÖÈçÏÂÁÐ±í£º

ÎÒÃÇÑ¡ÔñµÚÒ»¸öSources Root£¬Í¬Àí£¬resourcesĿ¼ҲÊÇÓÒ»÷£¬È»ºóÑ¡ÔñResouces Root£¬²Ù×÷Íê³ÉÖ®ºó£¬Ä¿Â¼±ä»¯ÈçÏ£º

×¢Ò⣺֮ºóÎÒÃÇ´´½¨µÄÆäËû¹¤³Ì£¬¶¼ÐèÒª½øÐÐÕâÒ»²½²Ù×÷£¬ÐèÒª×ÔÐÐÈ¥²Ù×÷Íê³É£¬²»ÔÙ׸Êö²½Öè¡£

2.2 È»ºó£¬ÎÒÃǾÍÔÚapi¹¤³ÌÖÐÌí¼ÓÒ»¸ö½Ó¿Ú£º

2.2.1 ´´½¨Ò»¸ö°ü£ºcom.zdw.helloworld.api

2.2.2 ´´½¨Ò»¸ö½Ó¿Ú£ºHelloWorldInterfaces£¬ÄÚÈÝÈçÏ£º

package com.zdw.helloworld.api;

/**
* Create By zdw on 2019/6/24
*/
public interface HelloWorldInterfaces {
String sayHello(String name);
}

 

2.2.3 ÎÒÃÇÒª°Ñapi¹¤³ÌÖ´ÐÐinstall£¬°²×°µ½±¾µØ£¬ÒòΪ½ÓÏÂÀ´ÎÒÃÇµÄÆäËû¹¤³ÌÒªÒÀÀµÕâ¸ö¹¤³ÌµÄ¡£

×¢Ò⣬ִÐÐinstallÃüÁîµÄʱºò£¬ÎÒÃÇÏȰѸ¸¹¤³ÌµÄpomÎļþÖÐµÄ <build> ²¿·Ö×¢Ê͵ô£¬·ñÔò»áʧ°Ü£¬Ö´ÐÐÍêinstallÖ®ºóÔÙ·Å¿ª¡£

3¡¢´´½¨·þÎñÌṩÕßÄ£¿éprovider

3.1 ¸úÉÏÃæµÄÒ»Ñù£¬ÔÚ¸¸¹¤³Ì´´½¨Ò»¸öÄ£¿é£ºhello-world-provider

3.2 ÔÚÄ£¿éµÄpom.xmlÎļþÖУ¬Ìí¼ÓÈçÏÂÒÀÀµ£º

<dependencies>
<!--hibernateУÑ鹿Ôò-->
<dependency>
<groupId>org.hibernate</groupId>
<artifactId>hibernate-validator</artifactId>
</dependency>

<!--restÖ§³Ö-->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-data-rest</artifactId>
</dependency>

<!--ServiceCombÌṩµÄÖ§³Ö-->
<dependency>
<groupId>org.apache.servicecomb</groupId>
<artifactId>spring-boot-starter-provider</artifactId>
</dependency>
<!--springbootÓëwebÕûºÏ-->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-web</artifactId>
</dependency>

<dependency>
<groupId>com.zdw</groupId>
<artifactId>hello-world-api</artifactId>
<version>1.0-SNAPSHOT</version>
</dependency>
</dependencies>

 

3.3 ÔÚresourcesĿ¼ÏÂÃæ´´½¨microservice.yamlÅäÖÃÎļþ£¬ÀïÃæµÄÄÚÈÝÈçÏ£º

APPLICATION_ID: helloworlddemo
service_description:
name: demo-provider
version: 1.0.0
servicecomb:
rest:
address: 0.0.0.0:9000
service:
registry:
address: http://127.0.0.1:30100

3.4 ´´½¨Æô¶¯Àࣺ

 

 

ÎÒÃǻᷢÏÖ£¬Õâ¸öÆô¶¯Àà±ÈÒÔǰÎÒÃǽӴ¥µÄSpringBootµÄÆô¶¯Àà¶àÁËÒ»¸ö×¢½â£º@EnableServiceComb£¬Õâ¸ö×¢½âµÄ×÷ÓþÍÊDZíÃ÷ÕâÊÇServiceCombÓ¦Óã¬ÆôÓÃjava.chassisºËÐŦÄÜ¡£ºÜÖØÒªµÄÒ»¸ö×¢½â¡£

3.5 ´´½¨ÒµÎñÀࣺ

×¢Ò⣺@RestSchemaÕâ¸ö×¢½âÊÇΪÁ˱íÃ÷¸ÃÓ¦ÓÃʹÓõÄrestЭÒ飬»¹ÓÐÒ»ÖÖÊÇRPCЭÒ飬¶ÔÓ¦µÄ×¢½âÊÇ£º@RpcSchema£¬Õâ¸öÀïÃæµÄschemaId±£Ö¤Î¨Ò»¼´¿É¡£

´Ëʱ£¬ÎÒÃÇÒѾ­¿ÉÒÔÆô¶¯·þÎñÌṩÕߣ¬ÔÚä¯ÀÀÆ÷ÉϽøÐвâÊÔÁË¡£²»¹ýÎÒÃÇÒªÏÈÆô¶¯±¾µØ×¢²áÖÐÐÄ¡£

4¡¢´´½¨Ïû·ÑÕß¹¤³Ì

4.1 ÔÚ¸¸¹¤³ÌµÄ»ù´¡ÉÏ´´½¨Ïû·ÑÕßÄ£¿é£ºhello-world-consumer

4.2 pom.xmlÎļþÌí¼ÓÈçÏÂÒÀÀµ£º

<dependencies>
<!--hibernateУÑ鹿Ôò-->
<dependency>
<groupId>org.hibernate</groupId>
<artifactId>hibernate-validator</artifactId>
</dependency>

<!--restÖ§³Ö-->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-data-rest</artifactId>
</dependency>

<!--ServiceCombÌṩµÄÖ§³Ö-->
<dependency>
<groupId>org.apache.servicecomb</groupId>
<artifactId>spring-boot-starter-provider</artifactId>
</dependency>
<!--springbootÓëwebÕûºÏ-->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-web</artifactId>
</dependency>

<dependency>
<groupId>com.zdw</groupId>
<artifactId>hello-world-api</artifactId>
<version>1.0-SNAPSHOT</version>
</dependency>

</dependencies>

 

4.3 ÔÚresourcesĿ¼Ï´´½¨ÅäÖÃÎļþmicroservice.yaml£¬ÄÚÈÝÈçÏ£º

APPLICATION_ID: helloworlddemo
service_description:
name: demo-consumer
version: 1.0.0
servicecomb:
rest:
address: 0.0.0.0:9001
service:
registry:
address: http://127.0.0.1:30100 #±¾µØ×¢²áÖÐÐĵĵØÖ·

4.4 ´´½¨Æô¶¯Àࣺ

 

4.5 ´´½¨ÒµÎñ´úÂëÀࣺ

ÕâÀïÓÐÁ½ÖÖ·½Ê½£ºµÚÒ»ÖÖÊÇͨ¹ýrest·½Ê½À´µ÷Ó÷þÎñÌṩÕߵķþÎñ£¬µÚ¶þÖÖÊÇͨ¹ýrpc·½Ê½À´µ÷Ó÷þÎñÌṩÕߵķþÎñ¡£ÕâÀïҲ˵Ã÷ÁËServiceCombµÄÇ¿´óÖ®´¦£¬ÎÒÃÇÖªµÀ£¬ÔÚ·þÎñÌṩÕßÌṩ¶Ë£¬ÎÒÃÇÉùÃ÷µÄRestЭÒéµÄ£¬µ«ÊÇÎÒÃǵ÷ÓõÄʱºò£¬²¢²»½öÏÞÓÚRestЭÒ飬ͬÑù¿ÉÒÔʹÓÃrpcЭÒéÀ´µ÷Óã¬ÏÂÃæÒÀ´Î½²½â£º

4.5.1 RestЭÒéµ÷Ó÷þÎñ

²âÊÔ£ºÆô¶¯±¾µØ×¢²áÖÐÐÄ£¬Æô¶¯·þÎñÕߣ¬Æô¶¯Ïû·ÑÕߣ¬·ÃÎʵØÖ·£ºhttp://localhost:9001/request?name=aa

ÎÒÃÇ»¹¿ÉÒÔͨ¹ýǰ̨¿ØÖÆÒ³Ãæ²é¿´£ºhttp://127.0.0.1:30103

4.5.2 RpcЭÒéµ÷ÓÃ

ÎÒÃÇÖØÐ¶¨ÒåÒ»¸öеÄÒµÎñ´úÂëÀࣺRpcConsumerController

 

µ±ÎÒÃÇÔÙ´ÎÆô¶¯Ïû·ÑÕß¹¤³ÌµÄʱºò£¬·¢ÏÖÆô¶¯±¨´íÁË£¬Ö÷Òª´íÎóÈçÏ£º

Caused by: java.lang.IllegalStateException: There is a schema only existing in local microservice: [rpcConsumerController], which means there are interfaces changed. You need to increment microservice version before deploying, or you can configure service_description.environment =development to work in development environment and ignore this error

Õâ˵Ã÷ÎÒÃÇ֮ǰÒѾ­×¢²á¹ý¸Ã·þÎñµ½×¢²áÖÐÐÄ£¬ÏÖÔÚ·þÎñÓÐÁ˱䶯£¬ÐèÒªÎÒÃÇÈ¥´¦Àí¡£×î¼òµ¥µÄ·½Ê½¾ÍÊÇ£¬ÎÒÃǵ½±¾µØ×¢²áÖÐÐĵÄĿ¼Ï£¬É¾³ýdataÎļþ¼Ð£¬È»ºóÖØÐÂÆô¶¯±¾µØ×¢²áÖÐÐÄ¡£È»ºóÎÒÃÇÔÙ´ÎÆô¶¯·þÎñÌṩÕߺÍÏû·ÑÕߣ¬·¢ÏÖÆô¶¯³É¹¦¡£

´ËʱÎÒÃÇ·ÃÎʵØÖ·£ºhttp://localhost:9001/rpc/request?name=aa Ò²¿ÉÒԵõ½ÕýÈ·µÄ½á¹û¡£

ͬʱ֮ǰµÄ·ÃÎʵØÖ·£ºhttp://localhost:9001/request?name=aa Ò²ÊÇ¿ÉÒԵġ£

ÈëÃ۸Àýµ½ÕâÀï¾Í¸æÒ»¶ÎÂäÁË£¬ÊDz»ÊǾõµÃºÜ¼òµ¥°¡£¬¹þ¹þ¡£²»¹ýÎÒ»¹Óöµ½¹ýÒ»¸ö¿Ó£¬ÕâÀïÒ²¼òµ¥ËµÃ÷һϡ£µ±ÎÒÃÇÔÚmicroservice.yamlÎļþÖÐÅäÖãºrest: address: 0.0.0.0:9000 µÄʱºò£¬Ò»¶¨Òª±£Ö¤¶Ë¿ÚÊDz»±»Õ¼Óõģ¬Èç¹ûÊÇÕ¼Óû°£¬»á³öÏÖÒÔÏ´íÎ󣺴ËʱÎÒÅäÖõÄÊÇ8080

Caused by: org.apache.servicecomb.foundation.common .exceptions.ServiceCombException: all transport named rest refused to init.

ËùÒÔÈç¹û³öÏÖÁËÉÏÊöµÄ´íÎó£¬ÎÒÃǾÍÒª¿´¿´ÊDz»ÊǶ˿ڱ»Õ¼ÓÃÁË¡£

 
   
5769 ´Îä¯ÀÀ       30
Ïà¹ØÎÄÕÂ

ÆóÒµ¼Ü¹¹¡¢TOGAFÓëArchiMate¸ÅÀÀ
¼Ü¹¹Ê¦Ö®Â·-ÈçºÎ×öºÃÒµÎñ½¨Ä££¿
´óÐÍÍøÕ¾µçÉÌÍøÕ¾¼Ü¹¹°¸ÀýºÍ¼¼Êõ¼Ü¹¹µÄʾÀý
ÍêÕûµÄArchimateÊÓµãÖ¸ÄÏ£¨°üÀ¨Ê¾Àý£©
Ïà¹ØÎĵµ

Êý¾ÝÖÐ̨¼¼Êõ¼Ü¹¹·½·¨ÂÛÓëʵ¼ù
ÊÊÓÃArchiMate¡¢EA ºÍ iSpace½øÐÐÆóÒµ¼Ü¹¹½¨Ä£
ZachmanÆóÒµ¼Ü¹¹¿ò¼Ü¼ò½é
ÆóÒµ¼Ü¹¹ÈÃSOAÂ䵨
Ïà¹Ø¿Î³Ì

ÔÆÆ½Ì¨Óë΢·þÎñ¼Ü¹¹Éè¼Æ
ÖÐ̨սÂÔ¡¢ÖÐ̨½¨ÉèÓëÊý×ÖÉÌÒµ
ÒÚ¼¶Óû§¸ß²¢·¢¡¢¸ß¿ÉÓÃϵͳ¼Ü¹¹
¸ß¿ÉÓ÷ֲ¼Ê½¼Ü¹¹Éè¼ÆÓëʵ¼ù
×îл¼Æ»®
DeepSeekÔÚÈí¼þ²âÊÔÓ¦ÓÃʵ¼ù 4-12[ÔÚÏß]
DeepSeek´óÄ£ÐÍÓ¦Óÿª·¢Êµ¼ù 4-19[ÔÚÏß]
UAF¼Ü¹¹ÌåϵÓëʵ¼ù 4-11[±±¾©]
AIÖÇÄÜ»¯Èí¼þ²âÊÔ·½·¨Óëʵ¼ù 5-23[ÉϺ£]
»ùÓÚ UML ºÍEA½øÐзÖÎöÉè¼Æ 4-26[±±¾©]
ÒµÎñ¼Ü¹¹Éè¼ÆÓ뽨ģ 4-18[±±¾©]
 
×îÐÂÎÄÕÂ
´óÊý¾Ýƽ̨ϵÄÊý¾ÝÖÎÀí
ÈçºÎÉè¼ÆÊµÊ±Êý¾Ýƽ̨£¨¼¼Êõƪ£©
´óÊý¾Ý×ʲú¹ÜÀí×ÜÌå¿ò¼Ü¸ÅÊö
Kafka¼Ü¹¹ºÍÔ­Àí
ELK¶àÖּܹ¹¼°ÓÅÁÓ
×îпγÌ
´óÊý¾Ýƽ̨´î½¨Óë¸ßÐÔÄܼÆËã
´óÊý¾Ýƽ̨¼Ü¹¹ÓëÓ¦ÓÃʵս
´óÊý¾ÝϵͳÔËά
´óÊý¾Ý·ÖÎöÓë¹ÜÀí
Python¼°Êý¾Ý·ÖÎö
³É¹¦°¸Àý
ijͨÐÅÉ豸ÆóÒµ PythonÊý¾Ý·ÖÎöÓëÍÚ¾ò
Ä³ÒøÐÐ È˹¤ÖÇÄÜ+Python+´óÊý¾Ý
±±¾© Python¼°Êý¾Ý·ÖÎö
ÉñÁúÆû³µ ´óÊý¾Ý¼¼Êõƽ̨-Hadoop
ÖйúµçÐÅ ´óÊý¾Ýʱ´úÓëÏÖ´úÆóÒµµÄÊý¾Ý»¯ÔËӪʵ¼ù