Awesome Data Analysis
Section: Tools · A storage layer that brings ACID transactions to Apache Spark and big data workloads.
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Appears in 6 awesome lists
Open-source storage framework enabling Lakehouse architecture with ACID transactions, scalable metadata handling, and unified batch/streaming processing. Apache 2.0 licensed.
Section: Tools · A storage layer that brings ACID transactions to Apache Spark and big data workloads.
Section: Data Management · Storage layer that brings scalable, ACID transactions to Apache Spark and other engines.
Section: Data Management · Storage layer that brings scalable, ACID transactions to Apache Spark and other engines.
Section: 1. Core Frameworks & Libraries · Open-source storage framework enabling Lakehouse architecture with ACID transactions, scalable metadata handling, and unified batch/streaming processing. Apache 2.0 licensed.
Section: Data Storage Optimisation · Delta Lake is a storage layer that brings scalable, ACID transactions to Apache Spark and other big-data engines.
Section: Storage · Storage layer with ACID transactions.
Python module for building complex pipelines of batch jobs. Handles dependency resolution, workflow management, visualization, and Hadoop integration. Built at Spotify and battle-tested in production. Apache 2.0 licensed.
Milvus is a cloud-native, open-source vector database built to manage embedding vectors generated by machine learning models and neural networks.
"Use airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command line utilities make performing complex surgeries on DAGs a snap. The rich user interface makes it…
Cloud-native orchestration platform for developing and maintaining data assets including ML models. Declarative programming model with integrated lineage and observability. Apache 2.0 licensed.
Workflow management system that makes it easy to take your data pipelines and add semantics like retries, logging, dynamic mapping, caching, failure notifications, and more.
Dolt is Git for Data! Dolt is a SQL database that you can fork, clone, branch, merge, push and pull just like a git repository.