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Kafka-delta-ingest Alternatives
Similar projects and alternatives to kafka-delta-ingest
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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matano
Open source security data lake for threat hunting, detection & response, and cybersecurity analytics at petabyte scale on AWS
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SaaSHub
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influxdb_iox
Discontinued Pronounced (influxdb eye-ox), short for iron oxide. This is the new core of InfluxDB written in Rust on top of Apache Arrow.
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parquet2
Fastest and safest Rust implementation of parquet. `unsafe` free. Integration-tested against pyarrow
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SaaSHub
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better kafka-delta-ingest alternative or higher similarity.
kafka-delta-ingest discussion
kafka-delta-ingest reviews and mentions
Posts with mentions or reviews of kafka-delta-ingest.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-26.
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Using rust for DE activities?
Rust can offer incredible cost savings when you can use it in place of spark to interact with your delta lake. One such project was kafka-delta-ingest. The developers were able to reduce the cost of running the pipeline by over 90%. However, most of this stuff is still very experimental and not ready for production but you will definitely be seeing more projects like this just based on how much money can be saved.
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Which lakehouse table format do you expect your organization will be using by the end of 2023?
This independence from a catalog allows for path based reads and writes. This is handy when writing from Kafka directly to Delta Lake for the first layer of ingestion. You don’t need a catalog (or even Spark). https://github.com/delta-io/kafka-delta-ingest/tree/main/src
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Streaming Data and Postgres
As far as I know no. You certainly could use events on a streaming ledger like Kafka or Redpanda and then store to delta with https://github.com/delta-io/kafka-delta-ingest and process them with all the gis goodness of spark. However, this is fairly complicated and much different from a simple postgis drop in replacement. There are specialized meaning faster and more efficient systems out there for specialized tasks such as geo fencing in real-time
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Rust is showing a lot of promise in the DataFrame / tabular data space
kafka-delta-ingest is a good project to get streaming data into a Delta Lake. Here's a great talk on the topic.
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process millions of events per sec
What about https://github.com/delta-io/kafka-delta-ingest?
- Exactly once delivery from Kafka to Delta Lake with Rust
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Stats
Basic kafka-delta-ingest repo stats
6
397
7.1
8 days ago
delta-io/kafka-delta-ingest is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of kafka-delta-ingest is Rust.
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