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Data Evolution

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Big Data Technology & Architecture
Big Data Technology & Architecture
Apr 28, 2026 · Big Data

Inside Apache Paimon 1.4: Core Principles and Design of an AI Multimodal Data Lake

Apache Paimon 1.4 redefines itself as an AI multimodal data lake by introducing row tracking, data evolution, Blob and Vector tables, Variant shredding, and Lumina‑BTree global indexing, each explained with concrete examples, configuration flags, and storage layouts that illustrate how the new capabilities enable unified storage and efficient retrieval of diverse data types.

Apache PaimonBlob TableData Evolution
0 likes · 8 min read
Inside Apache Paimon 1.4: Core Principles and Design of an AI Multimodal Data Lake
Lakehouse Research Base
Lakehouse Research Base
Nov 30, 2025 · Big Data

Apache Paimon 1.3: 150x Faster Queries, Pure Python SDK, AI-Ready Lakehouse

Apache Paimon 1.3 introduces incremental clustering for 150x faster append-table queries, a pure Python SDK 95x faster than its JVM-based predecessor, data evolution cutting wide-table storage by 99.4%, a virtual file system for unified cross-engine access, and upcoming vector storage for AI workloads.

AI Data ManagementApache PaimonData Evolution
0 likes · 8 min read
Apache Paimon 1.3: 150x Faster Queries, Pure Python SDK, AI-Ready Lakehouse