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Models Lib Functions Model Kinds Change Detection Schema Evolution Incremental Models Dependency Graph Validation Outbound Sync State

Create a Lib Function Set Up OAuth Authentication Fetch Data from APIs Preview Changes Maintain DuckLake Storage Sync Data to External APIs Mask Sensitive Columns

API Dict Fetch Contract Push Contract Blueprint Contract Starlark Modules

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settings.sql secrets.sql extensions.sql catalog.sql state.sql macros/ variables/ sources.sql

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Getting Started

Models Lib Functions Model Kinds Change Detection Schema Evolution Incremental Models Dependency Graph Validation Outbound Sync State

Create a Lib Function Set Up OAuth Authentication Fetch Data from APIs Preview Changes Maintain DuckLake Storage Sync Data to External APIs Mask Sensitive Columns

Lib Functions

API Dict Fetch Contract Push Contract Blueprint Contract Starlark Modules

Pipeline

Run Types CLI Reference Directives Environment Variables

Validation

Constraints Audits Warnings

Configuration

settings.sql secrets.sql extensions.sql catalog.sql state.sql macros/ variables/ sources.sql

Data Access

Lineage & Metadata

Troubleshooting FAQ Known Limitations

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This page will grow as the community reports issues. If you encounter an error not listed here, open a GitHub issue or ask in Discord.

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OndatraSQL is an open source data pipeline runtime built on DuckDB and DuckLake.

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