delta-sharing
LearningSparkV2
delta-sharing | LearningSparkV2 | |
---|---|---|
4 | 1 | |
683 | 1,095 | |
1.6% | 3.3% | |
7.8 | 0.0 | |
18 days ago | over 1 year ago | |
Scala | Scala | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
delta-sharing
- Azure data lake - Data Share
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Why are array databases not extremely popular and mature?
If you buy into the Spark point of view that parquet is a good way of storing images, https://delta.io/sharing/ is a F/OSS (linux foundation) solution.
- Delta Sharing: An Open Protocol for Secure Data Sharing
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Delta Sharing on premise
AFAIK there isn't another implementation other than the reference implementation and the Databricks Cloud implementation. We've found Databricks to be fairly good at responding to issues on Github. So you might want to [submit one and see what they say](https://github.com/delta-io/delta-sharing/issues).
LearningSparkV2
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datadelivery: Providing public datasets to explore in AWS
Learning Spark
What are some alternatives?
LakeSoul - LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.
incubator-gluten - Gluten is a middle layer responsible for offloading JVM-based SQL engines' execution to native engines.
Jupyter Scala - A Scala kernel for Jupyter
kyuubi - Apache Kyuubi is a distributed and multi-tenant gateway to provide serverless SQL on data warehouses and lakehouses.
mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
Spark-The-Definitive-Guide - Spark: The Definitive Guide's Code Repository
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
datadelivery - A Terraform module that provides an efficient way to activate pieces and services in an AWS account in order to enable users to explore preselected public datasets.
SynapseML - Simple and Distributed Machine Learning
s3-sqs-connector - A library for reading data from Amzon S3 with optimised listing using Amazon SQS using Spark SQL Streaming ( or Structured streaming).
Apache-Hive-Essentials-Second-Edition - Apache Hive Essentials, Second Edition published by Packt
delta - An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs