SDP Pipeline Basics

Always build SDP pipelines using SQL (not Python). When creating or modifying tables in SDP pipelines, follow these rules.

For copy-paste SQL patterns (bronze CREATE, audit columns, data-quality flag), read sql-templates.md.

Table Naming

All table names MUST use lowercase_snake_case with a layer prefix:

Never use PascalCase, UPPERCASE, kebab-case, or camelCase. Never omit the layer prefix.

Table Types