hudi
Upserts, Deletes And Incremental Processing on Big Data. (by apache)
iceberg
Apache Iceberg (by apache)
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| hudi | iceberg | |
|---|---|---|
| 20 | 18 | |
| 5,053 | 5,508 | |
| 2.0% | 4.0% | |
| 9.9 | 9.9 | |
| 7 days ago | 5 days ago | |
| Java | Java | |
| Apache License 2.0 | Apache License 2.0 |
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.
hudi
Posts with mentions or reviews of hudi.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-18.
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Getting Started with Flink SQL, Apache Iceberg and DynamoDB Catalog
Apache Iceberg is one of the three types of lakehouse, the other two are Apache Hudi and Delta Lake.
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The "Big Three's" Data Storage Offerings
Structured, Semi-structured and Unstructured can be stored in one single format, a lakehouse storage format like Delta, Iceberg or Hudi (assuming those don't require low-latency SLAs like subsecond).
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Data-eng related highlights from the latest Thoughtworks Tech Radar
Apache Hudi
- For those of you with Lakehouse Architectures, how do you handle duplicate records?
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AWS ACID data lakehouse
Try Apache Hudi, it is fully integrated with AWS and offers almost everything that you requested.
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Data n00b looking for guidance on how to setup data lake/warehouse
the corresponding kafka topics have 30d retention and I intend on having s3 sink connector for long term storage (open to other ideas here too, I noticed theres a hudi connector also)
- apache/hudi: Upserts, Deletes And Incremental Processing on Big Data.
- Big Data file formats
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How-to-Guide: Contributing to Open Source
Apache Hudi
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What do you use for Data versioning?
You could have a look at Apache Hudi - especially if you're running your Data Pipelines using Spark or Flink.
iceberg
Posts with mentions or reviews of iceberg.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-06.
- Iceberg won the table format war: But not in the way you thought it might
- Lakehouse using AWS Athena on Iceberg Concerns
- apache/iceberg: Apache Iceberg
- What are the main things I need to know to be hired as a Java developer?
- Have you used Athena Iceberg for small(-ish) data?
- Is Data Lakehouse a threat to Snowflake?
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Snowflake vs databricks cloud/labor cost
This is interesting, imo.
- Setting the Table: Benchmarking Open Table Formats
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Spark Dynamic Partition Overwrite Mode Replaces Existing Data
If you're using Iceberg as your table format, it had bugs with MERGE INTO with non-nullable columns up until September: https://github.com/apache/iceberg/pull/5679
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How to migrate delta tables to iceberg?
yeah, this as a capability is a WIP and discussion point in the iceberg community - https://github.com/apache/iceberg/pull/5331
What are some alternatives?
When comparing hudi and iceberg you can also consider the following projects:
kudu - Mirror of Apache Kudu
Trino - Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
Apache Avro - Apache Avro is a data serialization system.
debezium - Change data capture for a variety of databases. Please log issues at https://issues.redhat.com/browse/DBZ.
pinot - Apache Pinot - A realtime distributed OLAP datastore
RocksDB - A library that provides an embeddable, persistent key-value store for fast storage.
delta - An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs
Dask - Parallel computing with task scheduling