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Stream Rows and Kafka Topics Directly into Snowflake with Snowpipe Streaming

Snowflake

As part of this, we are also supporting Snowpipe Streaming as an ingestion method for our Snowflake Connector for Kafka. Now we are able to ingest our data in near real time directly from Kafka topics to a Snowflake table, drastically reducing the cost of ingestion and improving our SLA from 15 minutes to within 60 seconds.

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The Good and the Bad of Apache Kafka Streaming Platform

AltexSoft

Kafka can continue the list of brand names that became generic terms for the entire type of technology. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it. What is Kafka?

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Data Engineering Weekly #151

Data Engineering Weekly

Github writes an excellent blog to capture the current state of the LLM integration architecture. The blog is an excellent read to understand late-arriving data, backfilling, and incremental processing complications. link] Sophie Blee-Goldman: Kafka Streams and Rebalancing through the Ages Consumers come and go.

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Deploying Kafka Streams and KSQL with Gradle – Part 3: KSQL User-Defined Functions and Kafka Streams

Confluent

As discussed in part 2, I created a GitHub repository with Docker Compose functionality for starting a Kafka and Confluent Platform environment, as well as the code samples mentioned below. gradlew ksql:pipelineExecute , we might see the following error: error_code: 40001: Kafka topic does not exist: clickstream. Kafka Streams.

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Best Practices for Data Ingestion with Snowflake: Part 3 

Snowflake

Welcome to the third blog post in our series highlighting Snowflake’s data ingestion capabilities, covering the latest on Snowpipe Streaming (currently in public preview) and how streaming ingestion can accelerate data engineering on Snowflake. What is Snowpipe Streaming?

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A Cost-Effective Data Warehouse Solution in CDP Public Cloud – Part1

Cloudera

Today, more and more customers are moving workloads to the public cloud for business agility where cost-saving and management are key considerations. Cloud object storage is used as the main persistent storage layer, which is significantly cheaper than block volumes. The Cost-Effective Data Warehouse Architecture.

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Deploying Kafka Streams and KSQL with Gradle – Part 2: Managing KSQL Implementations

Confluent

In part 1 , we discussed an event streaming architecture that we implemented for a customer using Apache Kafka ® , KSQL from Confluent, and Kafka Streams. In part 3, we’ll explore using Gradle to build and deploy KSQL user-defined functions (UDFs) and Kafka Streams microservices. Sample repository. gradlew composeUp.

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