问题标签 [kylo]
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apache-nifi - 使用 NiFi 的 CSV 到具有动态模式的 json
我从第 3 方获取 CSV 文件。该文件的架构是动态的,我唯一可以确定的是,
- 每个包含数据的列也将具有标题名称。
- 文件将始终有一个标题。
- 标题名称将始终是一串没有空格和点的字母。(所以,有点“干净”)。
- 值应该被视为字符串,因为我不确定它们将发送什么。
现在要在我的系统中使用这种类型的数据,我正在考虑使用 MongoDB 作为暂存区。作为没有。从一个负载到另一个负载,列数、列顺序或列名不是恒定的。我认为 MongoDB 将成为一个很好的暂存区。
我读到了ConvertRecord处理器,它是 CSV 到 JSON 转换器的理想选择,但我没有架构。我只希望每一行都作为一个文档,标题名称作为键,值作为值。
我应该怎么做?此外,这个文件将在 25-30 GB 范围内,所以我不想关闭我的系统。
我想用我自己的处理器(在 Java 中)来做这件事,我能够得到我想要的东西,但它似乎花费了太多时间,而且看起来并不是最优的。
让我知道,如果这可以通过现有的处理器来实现?
谢谢,拉克什
更新日期:09/05/2018
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sec</yieldDuration></config><name>ValidateCsv</name><relationships><autoTerminate>false</autoTerminate><name>invalid</name></relationships><relationships><autoTerminate>false</autoTerminate><name>valid</name></relationships><state>STOPPED</state><style/><type>org.apache.nifi.processors.standard.ValidateCsv</type></processors><processors><id>eb6cd54a-e1f1-3871-0000-000000000000</id><parentGroupId>defb04c4-c15c-3a07-0000-000000000000</parentGroupId><position><x>688.0</x><y>0.0</y></position><bundle><artifact>nifi-standard-nar</artifact><group>org.apache.nifi</group><version>1.6.0</version></bundle><config><bulletinLevel>WARN</bulletinLevel><comments></comments><concurrentlySchedulableTaskCount>1</concurrentlySchedulableTaskCount><descriptors><entry><key>File Size</key><value><name>File Size</name></value></entry><entry><key>Batch Size</key><value><name>Batch Size</name></value></entry><entry><key>Data Format</key><value><name>Data Format</name></value></entry><entry><key>Unique 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Rakesh Prasad,0,99,"address 12 33333, 444441"
rakesh Prasad1,1,,"address 12 33333, 444442"
rakesh Prasad2,2,55,"address 12 33333, 444443"
rakesh Prasad3,,33,"address 12 33333, 444444"</value></entry><entry><key>character-set</key><value>UTF-8</value></entry><entry><key>schema.name</key><value>empData</value></entry></properties><runDurationMillis>0</runDurationMillis><schedulingPeriod>1 day</schedulingPeriod><schedulingStrategy>TIMER_DRIVEN</schedulingStrategy><yieldDuration>1 sec</yieldDuration></config><name>GenerateFlowFile</name><relationships><autoTerminate>false</autoTerminate><name>success</name></relationships><state>STOPPED</state><style/><type>org.apache.nifi.processors.standard.GenerateFlowFile</type></processors><processors><id>1297bea9-b30f-3f45-0000-000000000000</id><parentGroupId>defb04c4-c15c-3a07-0000-000000000000</parentGroupId><position><x>450.0</x><y>539.0</y></position><bundle><artifact>nifi-standard-nar</artifact><group>org.apache.nifi</group><version>1.6.0</version></bundle><config><bulletinLevel>WARN</bulletinLevel><comments></comments><concurrentlySchedulableTaskCount>1</concurrentlySchedulableTaskCount><descriptors><entry><key>Log Level</key><value><name>Log Level</name></value></entry><entry><key>Log Payload</key><value><name>Log Payload</name></value></entry><entry><key>Attributes to Log</key><value><name>Attributes to Log</name></value></entry><entry><key>attributes-to-log-regex</key><value><name>attributes-to-log-regex</name></value></entry><entry><key>Attributes to Ignore</key><value><name>Attributes to Ignore</name></value></entry><entry><key>attributes-to-ignore-regex</key><value><name>attributes-to-ignore-regex</name></value></entry><entry><key>Log prefix</key><value><name>Log prefix</name></value></entry><entry><key>character-set</key><value><name>character-set</name></value></entry></descriptors><executionNode>ALL</executionNode><lossTolerant>false</lossTolerant><penaltyDuration>30 sec</penaltyDuration><properties><entry><key>Log Level</key><value>info</value></entry><entry><key>Log Payload</key><value>false</value></entry><entry><key>Attributes to Log</key></entry><entry><key>attributes-to-log-regex</key><value>.*</value></entry><entry><key>Attributes to Ignore</key></entry><entry><key>attributes-to-ignore-regex</key></entry><entry><key>Log prefix</key></entry><entry><key>character-set</key><value>UTF-8</value></entry></properties><runDurationMillis>0</runDurationMillis><schedulingPeriod>0 sec</schedulingPeriod><schedulingStrategy>TIMER_DRIVEN</schedulingStrategy><yieldDuration>1 sec</yieldDuration></config><name>LogAttribute</name><relationships><autoTerminate>true</autoTerminate><name>success</name></relationships><state>STOPPED</state><style/><type>org.apache.nifi.processors.standard.LogAttribute</type></processors><processors><id>64b15a56-8a5f-3297-0000-000000000000</id><parentGroupId>defb04c4-c15c-3a07-0000-000000000000</parentGroupId><position><x>837.0</x><y>482.0000305175781</y></position><bundle><artifact>nifi-standard-nar</artifact><group>org.apache.nifi</group><version>1.6.0</version></bundle><config><bulletinLevel>WARN</bulletinLevel><comments></comments><concurrentlySchedulableTaskCount>1</concurrentlySchedulableTaskCount><descriptors><entry><key>Log Level</key><value><name>Log Level</name></value></entry><entry><key>Log Payload</key><value><name>Log Payload</name></value></entry><entry><key>Attributes to Log</key><value><name>Attributes to Log</name></value></entry><entry><key>attributes-to-log-regex</key><value><name>attributes-to-log-regex</name></value></entry><entry><key>Attributes to Ignore</key><value><name>Attributes to Ignore</name></value></entry><entry><key>attributes-to-ignore-regex</key><value><name>attributes-to-ignore-regex</name></value></entry><entry><key>Log prefix</key><value><name>Log prefix</name></value></entry><entry><key>character-set</key><value><name>character-set</name></value></entry></descriptors><executionNode>ALL</executionNode><lossTolerant>false</lossTolerant><penaltyDuration>30 sec</penaltyDuration><properties><entry><key>Log Level</key><value>info</value></entry><entry><key>Log Payload</key><value>false</value></entry><entry><key>Attributes to Log</key></entry><entry><key>attributes-to-log-regex</key><value>.*</value></entry><entry><key>Attributes to Ignore</key></entry><entry><key>attributes-to-ignore-regex</key></entry><entry><key>Log prefix</key></entry><entry><key>character-set</key><value>UTF-8</value></entry></properties><runDurationMillis>0</runDurationMillis><schedulingPeriod>0 sec</schedulingPeriod><schedulingStrategy>TIMER_DRIVEN</schedulingStrategy><yieldDuration>1 sec</yieldDuration></config><name>LogAttribute</name><relationships><autoTerminate>true</autoTerminate><name>success</name></relationships><state>STOPPED</state><style/><type>org.apache.nifi.processors.standard.LogAttribute</type></processors></snippet><timestamp>09/05/2018 01:32:27 EDT</timestamp></template>
apache-nifi - 来自 SplitRecord 处理器 Nifi 的运行记录数
有没有办法从 SplitRecord 处理器 Nifi 获取片段索引?我将一个非常大的 xls(4 个磨坊记录)拆分为“每个拆分的记录”= 100000。
现在我只想处理前 2 个拆分,以查看文件的质量并拒绝文件的其余部分。
我可以看到片段索引在其他拆分功能(例如 JsonSplit)中,但不在记录拆分中。还有其他黑客吗?
apache-nifi - 从 FetchHDFS 处理器获取文件总数
是一种从 FetchHDFS 处理器的单次运行中获取文件总数的方法吗?
我的用例是 ==> 从目录(hdfs)中读取所有文件,将它们连接起来,然后进行进一步处理。但是要停止合并处理器(直到所有文件都在队列中),所以我需要文件计数来设置“最小条目数”。
我可以使用等待/通知,但我仍然需要总计数以便正确设置标志。
无论如何,将其作为 FetchHDFS 或任何文件列表处理器的属性听起来不合逻辑。
更新#2(合并处理器)根据配置,合并处理器应该每 300 秒释放一次文件。在我的用例中,输入文件总数为 2000,但它们的速度很慢(大约 200 秒)。所以下面的配置应该足以合并所有文件。但它不起作用。我仍然可以看到合并处理器让文件以更小的间隔进入。
更新 #3 == 所有 1600 个文件的总大小为 318 KB,远小于 bin 大小 128 MB
apache-nifi - 如何在 Nifi 模板中进行错误处理
我在 Nifi 中创建模板,然后在 Kylo 中导入它们。每个模板都特定于我的业务用例,它们由多个 (30+) Nifi 处理器组成。
为了我的单元测试和一些理智,我将每个处理器的错误关系转发到单独的 logAttribute。
但是当我将此模板导入 Kylo 时,即使流程失败,Kylo 也不会将其视为错误,因为所有错误都会记录到 logArribute。
现在我可以将模板中每个处理器的错误关系转发到单个 logArribute。然后将该流转发到 Kylo 的错误端口。
这是一个正确的解决方案吗?如果没有,其他开发人员会做什么?我在想,Nifi 应该有某种 SINK 处理器,我可以在其中转储我所有的错误关系。
请评论。
谢谢,
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在 Kylo HDP 沙盒中可以吗?
如果是,我需要进行哪些更改?
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