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Lance

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Lance

Free

Open source · Apache-2.0

Every plan, in full

On the record

Catalogs
Catalog implementations listed include Apache Hive, Apache Polaris, Apache Gravitino, Unity Catalog, and AWS Glue.lance.org · read 8 Oct 2026
Community support
The project links users to Discord and a mailing list for community communication.lance.org · read 8 Oct 2026
Data management
The table format supports ACID transactions, schema evolution, time travel, and incremental updates through MVCC.lance.org · read 8 Oct 2026
Getting started
The quickstart identifies the Python SDK, installed with `pip install pylance`, as the easiest way to start using Lance.lance.org · read 8 Oct 2026
Incubating integrations
The governance page identifies Lance Context, Data Viewer, Flink, Graph, Trino, and pglance as incubating projects whose APIs or functionality may change.lance.org · read 8 Oct 2026
Integrations
Documented integrations include DataFusion, Spark, DuckDB, Trino, PyTorch, TensorFlow, Ray, Hugging Face, PostgreSQL, and Flink.lance.org · read 8 Oct 2026
License
The site identifies Lance as open source under the Apache-2.0 license.lance.org · read 8 Oct 2026
Multimodal data
Lance stores images, videos, audio, text, and embeddings alongside tabular data in one format.lance.org · read 8 Oct 2026
Notable limit
The current unstable Lance 2.3 file format has no compatibility guarantee and the documentation says it should not be used in production.lance.org · read 8 Oct 2026
Product
Lance is an open source lakehouse format for multimodal AI, with file, table, and catalog specifications for object storage.lance.org · read 8 Oct 2026
Purpose
Lance is an open lakehouse format for multimodal AI, built for data on object storage.lance.org · read 8 Oct 2026
Python SDK
The quickstart identifies pylance as the Python SDK and gives `pip install pylance` as the installation command.lance.org · read 8 Oct 2026
Random access
The site says Lance offers 100× faster random access than Parquet and Iceberg.lance.org · read 8 Oct 2026
Schema evolution
Lance supports adding columns with backfill by writing new Lance files rather than rewriting the full table.lance.org · read 8 Oct 2026
Search
Lance combines vector similarity, BM25 full-text search, and SQL analytics on the same dataset, accelerated by secondary indexes.lance.org · read 8 Oct 2026
Security reporting
The community page asks users to report security vulnerabilities privately to the PMC mailing list and avoid public disclosure until the issue is resolved.lance.org · read 8 Oct 2026
SQL access
Lance datasets can be queried with SQL through integrations including DataFusion, Spark, DuckDB, and Trino.lance.org · read 8 Oct 2026
Storage
Lance can commit directly to object storage, and its Directory Catalog supports deployments directly on object stores without additional infrastructure.lance.org · read 8 Oct 2026

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