dlt-expectations-patterns

Spark Declarative Pipeline (SDP, formerly DLT) expectations patterns for data quality with Unity Catalog Delta table storage. Use when implementing Silver layer SDP/DLT pipelines, creating portable data quality rules, or needing runtime-updateable expectations without code deployment. Supports severity-based filtering (critical vs warning) and quarantine patterns. Uses `import dlt` (legacy API) because `@dlt.expect_all_or_drop()` decorators are not yet available in the modern `dp` API (`from pyspark import pipelines as dp`).

Works with

Claude CodeCursorCodex CLIGitHub CopilotGemini CLI

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