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Mixing programmatic query building with raw SQL strings in a single pipeline.
Distinct from SQL-Integrated: Candidates focus on graph-SQL integration or schema-to-code; this is about mixing Python API and SQL strings.
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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
Allows mixing raw SQL strings with programmatic Python expressions within a single data pipeline.