streamx | Ingest data from Kafka to Object Stores
kandi X-RAY | streamx Summary
kandi X-RAY | streamx Summary
StreamX is a kafka-connect based connector to copy data from Kafka to Object Stores like Amazon s3, Google Cloud Storage and Azure Blob Store. It focusses on reliable and scalable data copying. It can write the data out in different formats (like parquet, so that it can readily be used by analytical tools) and also in different partitioning requirements. StreamX inherits rich set of features from kafka-connect-hdfs. In addition to these, we have made changes to the following to make it work efficiently with s3.
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Top functions reviewed by kandi - BETA
- Writes the message to disk
- Perform recovery
- Returns the committed file name for the given topic partition
- Writes a sink record
- Initialize S3 sinks
- Stops the sink
- Synchronizes all topics in the topic
- Get fileStatus with max offset
- Configure the serializer
- Create a record writer
- Get a ComboPooledDataSource
- Returns a ParquetWriter for a SinkRecord
- Create a record writer
- Return Avro schema for the given path
- Read data from a file
- Create the table if not exists
- Truncates the table
- Configure the connector configuration
- Encodes a sink record into a partition key
- Reads the offset from the table partition ID
- Polls a source record from the queue
- Closes the writer
- Append a temp file
- Reads the wal
- Initializes the configuration
- Apply log file
streamx Key Features
streamx Examples and Code Snippets
Community Discussions
Trending Discussions on streamx
QUESTION
edit I made a simplified repo at https://github.com/GilShalit/XMLValidation
I am building an XML editor in Blazor WebAssembly (TargetFramework=net5.0). Part of the functionality involves validating the XML for completeness and according to a complex xsd schema with three includes.
These are the steps I follow:
- build an XmlSchemaSet and add 4 schemas to it by calling the following method for each xsd:
ANSWER
Answered 2021-Mar-07 at 12:02It looks like Blazor does not include localised error message templates from System.Xml.Res class. My guess is Blazor strips it away when building it via your CI/CD pipeline. It's possible your dev machine and build agent have different locales.
I would suggest playing with the following project properties to try force bundling all cultures and/or loading invariant culture based on en_US
:
QUESTION
I hope I can explain my problem well enough.
I have Client application on Android Xamarin that communicates with Server application on Windows desktop.
Communication is based on JSON objects. Everything works until there are some Eastern European characters inside that JSON (č,š,đ,ž)
.
On client side, when I debug JSON before sending everything looks perfectly normal, but upon receiving that JSON on server side, it is shortened by exactly the number of those EE characters.
For example this JSON should look like this:
...ANSWER
Answered 2020-Jul-28 at 18:34It seems you are sending in the client var header = BitConverter.GetBytes(bytesToSend.Length);
as the byte count were really it should be var header = BitConverter.GetBytes(sendData.Length);
QUESTION
I want to store data from Kafka into a bucket s3 using Kafka Connect. I had already a Kafka's topic running and I had a bucket s3 created. My topic has data on Protobuffer, I tried with https://github.com/qubole/streamx and I obtained the next error:
...ANSWER
Answered 2020-Apr-24 at 10:27You can use Kafka Connect to do this integration, with the Kafka Connect S3 connector.
Kafka Connect is part of Apache Kafka, and the S3 connector is an open-source connector available either standalone or as part of Confluent Platform.
For general information and examples of Kafka Connect, this series of articles might help:
- https://www.confluent.io/blog/simplest-useful-kafka-connect-data-pipeline-world-thereabouts-part-1/
- https://www.confluent.io/blog/blogthe-simplest-useful-kafka-connect-data-pipeline-in-the-world-or-thereabouts-part-2/
- https://www.confluent.io/blog/simplest-useful-kafka-connect-data-pipeline-world-thereabouts-part-3/
Disclaimer: I work for Confluent, and wrote the above blog articles.
April 2020: I have recorded a video showing how to use the S3 sink: https://rmoff.dev/kafka-s3-video
QUESTION
I have the below Spring boot
code to receive values whenever a Redis stream is appended with new record. The problem is receiver never receives any message, also, the subscriber, when checked with subscriber.isActive()
, is always inactive. Whats wrong in this code? What did I miss? Doc for reference.
On spring boot start, initialize the necessary redis resources
Lettuce connection factory
...ANSWER
Answered 2019-Dec-10 at 13:57The important step is, start the StreamMessageListenerContainer
after the subscription is done.
QUESTION
I have wrote a program which has two streams. Both streams operate on some data and write results back on the host memory. Here is the generic structure of how i am doing this:
...ANSWER
Answered 2018-Nov-27 at 07:39As huseyin tugrul buyukisik suggested, the stream callback
worked in this scenario. I have tested this for two streams.
The final design is as following:-
QUESTION
I am using qubole/streamx as a kafka sink connector to consume data in kafka and store them in AWS S3.
I created a user in AIM and permission is AmazonS3FullAccess
. Then set key ID and key in hdfs-site.xml which dir is assign in quickstart-s3.properties
.
configuration like below:
quickstart-s3.properties:
...ANSWER
Answered 2017-Feb-16 at 07:30The region which I used is cn-north-1. Need specify region info in hdfs-site.xml like below, otherwise it will connect to s3.amazonaws.cn as default.
QUESTION
I'm wanting to add some 10px spacing between two columns and anything I have tried has made the columns start a new row.
I would like for it to be 10px between the two columns but anything I have tried so far has not helped me much and it just kept pushing one col-xs-6 onto the other row.
Here is my code:
...ANSWER
Answered 2018-Jun-26 at 23:30If all you want is a space between your columns why don't you try the bootstrap class justify-content-between
?
QUESTION
I'm trying to read content of a file as stream in document library on sharepoint online site.
I'm using AppOnlyAccessToken
. Source code work fine before today. And I have no idea for this problem.
My source code:
ANSWER
Answered 2017-Nov-17 at 16:47The issue is resolved with recreating (revert to full access and then adjust what you need) SharePoint Online Access Policies for Azure Active Directory - Conditional Access.
Ref: https://TENANT-admin.sharepoint.com/_layouts/15/online/TenantAccessPolicies.aspx https://portal.azure.com/#blade/Microsoft_AAD_IAM/ConditionalAccessBlade/Policies
Error message is wrong and it does not have nothing with labels on https://protection.office.com
QUESTION
I run the following command in a linux terminal:
...ANSWER
Answered 2017-Sep-13 at 17:50We need to check two things.
- 1) If the URL itself is alive
- 2) If the URL is alive, is the data streaming (you may have broken link).
1) To check if URL is alive. We can check status code. Anything 2xx or 3xx is good (you can tailor this to your needs).
QUESTION
I'm using qubole's S3 sink to load Avro data into S3 in Parquet format.
In my Java application I create a producer
...ANSWER
Answered 2017-Jan-24 at 07:52The ByteArrayConverter
is not going to do any translation of data: instead of actually doing any serialization/deserialization, it assumes the connector knows how to handle raw byte[]
data. However, the ParquetFormat
(and in fact most formats) cannot handle just raw data. Instead, they expect data to be deserialized and structured as a record (which you can think of as a C struct, a POJO, etc).
Note that the qubole streamx README notes that ByteArrayConverter
is useful in cases where you can safely copy the data directly. Examples would be if you have the data as JSON or CSV. These don't need deserialization because the bytes for each Kafka record's value can simply be copied into the output file. This is a nice optimization in those cases, but not generally applicable to all output file formats.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install streamx
You can use streamx 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 streamx 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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