kafka-connect-hdfs | Kafka Connect HDFS connector
kandi X-RAY | kafka-connect-hdfs Summary
kandi X-RAY | kafka-connect-hdfs Summary
kafka-connect-hdfs is a Kafka Connector for copying data between Kafka and Hadoop HDFS.
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Top functions reviewed by kandi - BETA
- Writes data to sink
- Performs the recovery process
- Commit file
- Reads the offset of the file from HDFS
- Start the sink
- Find fileStatus with max offset
- Synchronize all the topics in the hive table
- Closes the writer
- Initialize Hive services
- Return Avro schema for a given path
- Append WAL file
- Returns a new Partitioner instance based on the configuration
- This method returns a list of configs configured for this task
- Determines whether this path belongs to the committed file
- Get Avro schema from disk
- Creates a list of task configurations
- Create a RecordWriter
- Returns the latest offset and file path from the WAL file
- Return the schema for the given path
- Initializes the connection
- Create a record writer
- Configure kerberos authentication
- Create a ParquetWriter that wraps the Avro schema
- Apply the WAL file to the storage
- Polls a source record
- Create a record writer
kafka-connect-hdfs Key Features
kafka-connect-hdfs Examples and Code Snippets
Community Discussions
Trending Discussions on kafka-connect-hdfs
QUESTION
I'm using hdfs kafka connect cluster, as in distributed mode.
I set rotate.interval.ms
as 1 hour, and offset.flush.interval.ms
as 1 minute.
In my case, I thought the file would be committed when a new record with an hour interval with the timestamp of the first record came; and offset will be flushed every minute.
However, I wondered what will be happened when I restart the cluster when the file has still opened. I mean, what will be happened in below case?
- The file was opened starting with a record with a '15:37' timestamp. (offset 10)
- after 10 minutes, the kafka-connect cluster restarted.
- (I thought step 1's file will be discarded in the memory, and not be committed to the hdfs)
- When the new worker started, will the "new opened file" start tracking the record from offset 10?
Does kafka-connect
/kafka-connect-hdfs
keep us from losing our uncommitted records?
Due to the official document, I thought __consumer_offsets
will help me in this case, but I'm not sure.
Any documents or comments will be very helpful!
...ANSWER
Answered 2021-Dec-22 at 20:41The consumer offsets topic is used for sink connectors, yes, and, if possible, the consumer will reset to the last non-committed offsets.
I think the behavior might have changed some time ago, but the HDFS Connector used to use a write-ahead log (WAL) to temporarily preserve the data the it was writing to a temporary HDFS location before the final file was created.
QUESTION
I have a Flink Job which reads data from Kafka topics and writes it to HDFS. There are some problems with checkpoints, for example after stopping Flink Job some files stay in pending mode and other problems with checkpoints which write to HDFS too. I want to try Kafka Streams for the same type of pipeline Kafka to HDFS. I found the next problem - https://github.com/confluentinc/kafka-connect-hdfs/issues/365 Could you tell me please how to resolve it? Could you tell me where Kafka Streams keep files for recovery?
...ANSWER
Answered 2021-Jun-03 at 01:27Kafka Streams only interacts between topics of the same cluster, not with external systems.
Kafka Connect HDFS2 connector maintains offsets in an internal offsets topic. Older versions of it maintained offsets in the filenames and used a write-ahead log to ensure file delivery
QUESTION
I am trying Kafka connect for the first time and I want to connect SAP S/4 HANA to Hive. I have created the SAP S/4 source Kafka connector using this:
https://github.com/SAP/kafka-connect-sap
But, I am not able to create an HDFS sink connector. The issue is related to pom file.
I have tried mvn clean package
.
But, I got this error:
ANSWER
Answered 2020-Aug-28 at 18:34I suggest you download existing Confluent Platform which includes HDFS Connect already
Otherwise, checkout a release version rather than only the master branch to build the project.
QUESTION
My HDFS was installed via ambari, HDP. I'm Currently trying to load kafka topics into HDFS sink. Kafka and HDFS was installed in the same machine x.x.x.x. I didn't change much stuff from the default settings, except some port that according to my needs.
Here is how i execute kafka:
...ANSWER
Answered 2020-Jun-23 at 08:23Here's the error:
Missing required configuration "confluent.topic.bootstrap.servers" which has no default value.
The problem is that you've taken the config for the HDFS Sink connector, and changed the connector for a different one (HDFS 3 Sink), and this one has different configuration requirements.
You can follow the quickstart for the HDFS 3 sink connector, or fix your existing configuration by adding
QUESTION
I am build an data synchronizer, which capture the data change from MySQL Source, and export the data to hive.
I choose to use Kafka Connect to implement this. I use Debezium as source connector, and confluent hdfs as sink connector.
But the problem is, the Debezium's naming convention for Kafka topic is like:
serverName.databaseName.tableName
In confluent hdfs sink propeties, i have to config the topics
the same as Debezium generated:
"topics": "serverName.databaseName.tableName"
Confluent hdfs sink connector will generate path in HDFS like:
/topics/serverName.databaseName.tableName/partition=0
which will definitely cause some problem in HDFS/Hive, since the path contains syntax .
, In fact, the external table auto generated by confluent hdfs sink connector failed, due to the path problem.
ANSWER
Answered 2020-May-08 at 04:02HDFS Connector will replace dots (and dashes) with underscores when creating Hive tables
HDFS itself doesn't care about dots in paths. The problem is that you cannot have a dot after the port, and you have /null
in there somehow.
hdfs://localhost:9000./null
is there anyway that i can change the Debezium default naming convention for topics
Solution has nothing to do with Debezium. You can use RegexRouter
that is base Apache Kafka Connect library in a transforms
config for you source or sink connector, depending on how early you want to "fix" the problem.
You could also write your own transform and put it in Connect's plugin.path
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install kafka-connect-hdfs
You can use kafka-connect-hdfs like any standard Java library. Please include the the jar files in your classpath. You can also use any IDE and you can run and debug the kafka-connect-hdfs component as you would do with any other Java program. Best practice is to use a build tool that supports dependency management such as Maven or Gradle. For Maven installation, please refer maven.apache.org. For Gradle installation, please refer gradle.org .
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