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Converting raw SQL queries into lazy table expressions for further programmatic manipulation.
Distinct from SQL Expression Embedding: Distinct from embedding snippets into models by creating a full lazy expression object from a query.
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Ibis is a portable Python dataframe library and multi-backend query engine that provides a unified interface for executing data transformations across diverse compute engines. It functions as a Python SQL expression compiler and dialect transpiler, allowing users to define data logic once and execute it across cloud warehouses, embedded databases, and distributed clusters without rewriting code. The project distinguishes itself through a database backend abstraction that decouples transformation logic from the underlying execution engine. It enables polyglot data workflows by mixing raw SQL s
Transforms raw SQL queries into structured lazy table expressions for further programmatic manipulation.