kafka-delta-ingest
A highly efficient daemon for streaming data from Kafka into Delta Lake (by delta-io)
flowgger
A fast data collector in Rust (by awslabs)
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| kafka-delta-ingest | flowgger | |
|---|---|---|
| 6 | 1 | |
| 318 | 801 | |
| 4.1% | 0.0% | |
| 7.5 | 0.0 | |
| 7 days ago | over 1 year ago | |
| Rust | Rust | |
| Apache License 2.0 | BSD 2-clause "Simplified" License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
kafka-delta-ingest
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
flowgger
Posts with mentions or reviews of flowgger.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-09-26.
What are some alternatives?
When comparing kafka-delta-ingest and flowgger you can also consider the following projects:
delta-rs - A native Rust library for Delta Lake, with bindings into Python
rsedis - Redis re-implemented in Rust.
dipa - dipa makes it easy to efficiently delta encode large Rust data structures.
ripgrep - ripgrep recursively searches directories for a regex pattern while respecting your gitignore
kafka-rust - Rust client for Apache Kafka
cobalt.rs - Static site generator written in Rust
rust-rdkafka - A fully asynchronous, futures-based Kafka client library for Rust based on librdkafka
rust-doom - A Doom Renderer written in Rust.
arrow2 - Transmute-free Rust library to work with the Arrow format
sokoban-rs - An implementation of Sokoban in Rust
delta - A syntax-highlighting pager for git, diff, and grep output
limonite
kafka-delta-ingest vs delta-rs
flowgger vs rsedis
kafka-delta-ingest vs dipa
flowgger vs ripgrep
kafka-delta-ingest vs kafka-rust
flowgger vs cobalt.rs
kafka-delta-ingest vs rust-rdkafka
flowgger vs rust-doom
kafka-delta-ingest vs arrow2
flowgger vs sokoban-rs
kafka-delta-ingest vs delta
flowgger vs limonite