让cygnus使用webhdfs写入本地hdfs

liwlm1x9  于 2021-06-03  发布在  Hadoop
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我试图让一个本地猎户座+天鹅座通过webhdfs将猎户座的数据保存在本地hdfs上。
关于cygnus在gitub上的说明,很少提到webhdfs,因为配置更多的是关于httpfs。在.md orionhdfssink上说hdfs\u port=50070是用于webhdfs的,实际上我的hdfs也是。所以我希望通过这样设置端口,cygnus会自动使用webhdfs,但在我的例子中,它似乎不是这样工作的。
所以,这里是我的代理\u 1.conf:

cygnusagent.sources = http-source
cygnusagent.sinks = hdfs-sink
cygnusagent.channels = hdfs-channel

# source configuration

cygnusagent.sources.http-source.channels = hdfs-channel
cygnusagent.sources.http-source.type = org.apache.flume.source.http.HTTPSource
cygnusagent.sources.http-source.port = 5050
cygnusagent.sources.http-source.handler = com.telefonica.iot.cygnus.handlers.OrionRestHandler
cygnusagent.sources.http-source.handler.notification_target = /notify
cygnusagent.sources.http-source.handler.default_service = def_serv
cygnusagent.sources.http-source.handler.default_service_path = def_servpath
cygnusagent.sources.http-source.handler.events_ttl = 4
cygnusagent.sources.http-source.interceptors = ts gi
cygnusagent.sources.http-source.interceptors.ts.type = timestamp
cygnusagent.sources.http-source.interceptors.gi.type = com.telefonica.iot.cygnus.interceptors.GroupingInterceptor$Builder
cygnusagent.sources.http-source.interceptors.gi.grouping_rules_conf_file = /usr/cygnus/conf/grouping_rules.conf

# OrionHDFSSink configuration

cygnusagent.sinks.hdfs-sink.channel = hdfs-channel
cygnusagent.sinks.hdfs-sink.type = com.telefonica.iot.cygnus.sinks.OrionHDFSSink
cygnusagent.sinks.hdfs-sink.hdfs_host = localHDFS.ip
cygnusagent.sinks.hdfs-sink.hdfs_port = 50070
cygnusagent.sinks.hdfs-sink.hdfs_username = HDFSrootUser
cygnusagent.sinks.hdfs-sink.attr_persistence = column

# hdfs-channel configuration

cygnusagent.channels.hdfs-channel.type = memory
cygnusagent.channels.hdfs-channel.capacity = 1000
cygnusagent.channels.hdfs-channel.transactionCapacity = 100

当我在orion上更新一个实体(天鹅座是它的子床)时,天鹅座会记录以下内容:

02 Sep 2015 20:09:12,353 INFO  [2055470757@qtp-1523539038-0] (com.telefonica.iot.cygnus.handlers.OrionRestHandler.getEvents:150)  - Starting transaction (1441217314-956-0000000000)
02 Sep 2015 20:09:12,362 INFO  [2055470757@qtp-1523539038-0] (com.telefonica.iot.cygnus.handlers.OrionRestHandler.getEvents:236)  - Received data ({  "subscriptionId" : "55e735c9b89e8535f8ca5ef2",  "originator" : "localhost",  "contextResponses" : [    {      "contextElement" : {        "type" : "Reading",        "isPattern" : "false",        "id" : "Reading1.1",        "attributes" : [          {            "name" : "Cost",            "type" : "double",            "value" : "32"          },          {            "name" : "Reading_ID",            "type" : "integer",            "value" : "14"          },          {            "name" : "Threshold",            "type" : "double",            "value" : "30"          },          {            "name" : "email",            "type" : "string",            "value" : "arthurmvieira@hotmail.com"          }        ]      },      "statusCode" : {        "code" : "200",        "reasonPhrase" : "OK"      }    }  ]})
02 Sep 2015 20:09:12,366 INFO  [2055470757@qtp-1523539038-0] (com.telefonica.iot.cygnus.handlers.OrionRestHandler.getEvents:258)  - Event put in the channel (id=2020008711, ttl=4)
02 Sep 2015 20:09:12,432 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:128)  - Event got from the channel (id=2020008711, headers={fiware-servicepath=def_servpath, destination=reading1.1_reading, content-type=application/json, fiware-service=def_serv, ttl=4, transactionId=1441217314-956-0000000000, timestamp=1441217352368}, bodyLength=812)
02 Sep 2015 20:09:12,549 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionHDFSSink.persist:356)  - [hdfs-sink] Persisting data at OrionHDFSSink. HDFS file (def_serv/def_servpath/reading1.1_reading/reading1.1_reading.txt), Data ({"recvTime":"2015-09-02T18:09:12.368Z","Cost":"32", "Cost_md":[],"Reading_ID":"14", "Reading_ID_md":[],"Threshold":"30", "Threshold_md":[],"email":"arthurmvieira@hotmail.com", "email_md":[]})
02 Sep 2015 20:09:12,557 ERROR [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:143)  - Persistence error (The /user/root/def_serv/def_servpath/reading1.1_reading directory could not be created in HDFS. HttpFS response: 503 Service unavailable)
02 Sep 2015 20:09:12,558 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:173)  - An event was put again in the channel (id=2020008711, ttl=3)
02 Sep 2015 20:09:12,558 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:193)  - Finishing transaction (1441217314-956-0000000000)
02 Sep 2015 20:09:13,560 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:128)  - Event got from the channel (id=2020008711, headers={fiware-servicepath=def_servpath, destination=reading1.1_reading, content-type=application/json, fiware-service=def_serv, ttl=3, transactionId=1441217314-956-0000000000, timestamp=1441217352368}, bodyLength=812)
02 Sep 2015 20:09:13,574 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionHDFSSink.persist:356)  - [hdfs-sink] Persisting data at OrionHDFSSink. HDFS file (def_serv/def_servpath/reading1.1_reading/reading1.1_reading.txt), Data ({"recvTime":"2015-09-02T18:09:12.368Z","Cost":"32", "Cost_md":[],"Reading_ID":"14", "Reading_ID_md":[],"Threshold":"30", "Threshold_md":[],"email":"arthurmvieira@hotmail.com", "email_md":[]})
02 Sep 2015 20:09:13,574 ERROR [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:143)  - Persistence error (The /user/root/def_serv/def_servpath/reading1.1_reading directory could not be created in HDFS. HttpFS response: 503 Service unavailable)
02 Sep 2015 20:09:13,575 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:173)  - An event was put again in the channel (id=2020008711, ttl=2)
02 Sep 2015 20:09:13,575 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:193)  - Finishing transaction (1441217314-956-0000000000)
02 Sep 2015 20:09:15,576 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:128)  - Event got from the channel (id=2020008711, headers={fiware-servicepath=def_servpath, destination=reading1.1_reading, content-type=application/json, fiware-service=def_serv, ttl=2, transactionId=1441217314-956-0000000000, timestamp=1441217352368}, bodyLength=812)
02 Sep 2015 20:09:15,590 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionHDFSSink.persist:356)  - [hdfs-sink] Persisting data at OrionHDFSSink. HDFS file (def_serv/def_servpath/reading1.1_reading/reading1.1_reading.txt), Data ({"recvTime":"2015-09-02T18:09:12.368Z","Cost":"32", "Cost_md":[],"Reading_ID":"14", "Reading_ID_md":[],"Threshold":"30", "Threshold_md":[],"email":"arthurmvieira@hotmail.com", "email_md":[]})
02 Sep 2015 20:09:15,599 ERROR [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:143)  - Persistence error (The /user/root/def_serv/def_servpath/reading1.1_reading directory could not be created in HDFS. HttpFS response: 503 Service unavailable)
02 Sep 2015 20:09:15,600 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:173)  - An event was put again in the channel (id=2020008711, ttl=1)
02 Sep 2015 20:09:15,600 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:193)  - Finishing transaction (1441217314-956-0000000000)
02 Sep 2015 20:09:18,601 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:128)  - Event got from the channel (id=2020008711, headers={fiware-servicepath=def_servpath, destination=reading1.1_reading, content-type=application/json, fiware-service=def_serv, ttl=1, transactionId=1441217314-956-0000000000, timestamp=1441217352368}, bodyLength=812)
02 Sep 2015 20:09:18,615 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionHDFSSink.persist:356)  - [hdfs-sink] Persisting data at OrionHDFSSink. HDFS file (def_serv/def_servpath/reading1.1_reading/reading1.1_reading.txt), Data ({"recvTime":"2015-09-02T18:09:12.368Z","Cost":"32", "Cost_md":[],"Reading_ID":"14", "Reading_ID_md":[],"Threshold":"30", "Threshold_md":[],"email":"arthurmvieira@hotmail.com", "email_md":[]})
02 Sep 2015 20:09:18,618 ERROR [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:143)  - Persistence error (The /user/root/def_serv/def_servpath/reading1.1_reading directory could not be created in HDFS. HttpFS response: 503 Service unavailable)
02 Sep 2015 20:09:18,621 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:173)  - An event was put again in the channel (id=2020008711, ttl=0)
02 Sep 2015 20:09:18,621 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:193)  - Finishing transaction (1441217314-956-0000000000)
02 Sep 2015 20:09:22,622 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:128)  - Event got from the channel (id=2020008711, headers={fiware-servicepath=def_servpath, destination=reading1.1_reading, content-type=application/json, fiware-service=def_serv, ttl=0, transactionId=1441217314-956-0000000000, timestamp=1441217352368}, bodyLength=812)
02 Sep 2015 20:09:22,635 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionHDFSSink.persist:356)  - [hdfs-sink] Persisting data at OrionHDFSSink. HDFS file (def_serv/def_servpath/reading1.1_reading/reading1.1_reading.txt), Data ({"recvTime":"2015-09-02T18:09:12.368Z","Cost":"32", "Cost_md":[],"Reading_ID":"14", "Reading_ID_md":[],"Threshold":"30", "Threshold_md":[],"email":"arthurmvieira@hotmail.com", "email_md":[]})
02 Sep 2015 20:09:22,635 ERROR [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:143)  - Persistence error (The /user/root/def_serv/def_servpath/reading1.1_reading directory could not be created in HDFS. HttpFS response: 503 Service unavailable)
02 Sep 2015 20:09:22,635 WARN  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:163)  - The event TTL has expired, it is no more re-injected in the channel (id=2020008711, ttl=0)
02 Sep 2015 20:09:22,635 INFO  [SinkRunner-PollingRunner-DefaultSinkProcessor] (com.telefonica.iot.cygnus.sinks.OrionSink.process:193)  - Finishing transaction (1441217314-956-0000000000)

因此您可以看到它正在尝试使用httpfs,因为它记录了响应:
httpfs响应:503服务不可用
…每次写作尝试。
我应该如何配置代理以使用webhdfs?
谢谢您

xesrikrc

xesrikrc1#

webhdfs的cygnus配置只是将端口设置为50070,不需要其他任何东西。
关于您提到的50075的连接,它们也是正确的,因为这是webhdfs的行为:当您要将数据上载到hdfs时,首先客户端(在本例中是cygnus)通过tcp/50070端口访问namenode,然后namenode以重定向位置响应,重定向位置指向将有效上载数据的datanode;这种重定向使用tcp/50075端口,因此datanode:50075 must 可由客户访问(天鹅座)。这就是为什么我们在fiware实验室的cosmos的全局示例中使用httpfs的原因:httpfs作为隐藏数据节点细节的网关,需要一个入口点和端口(14000)。

3duebb1j

3duebb1j2#

我不知道发生了什么,但所提到的配置是正确的,现在正在工作。
在多次尝试重新启动示例、重写配置文件和其他日志错误之后,它成功了。在某个时刻,天鹅座正试图写信给他localhost:50075,而不是{localhdfs.ip}:50070,但在重新启动cygnus之后就没有了。
所有示例都是最新版本(重要)。

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