TLDR Tech / Data
Handling Schema Issues in Polars
Polars has strong built-in support for schema evolution for changes like new or missing columns, type drifts, and breaking changes. Depending on the data format, use parameters such as missing_columns="insert", schema_mode="merge", ScanCastOptions, and diagonal_relaxed concat, so pipelines don't break when upstream schemas change.
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