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> For a complete documentation index, see https://ocient.ferndocs.com/guides/lat-reference/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://ocient.ferndocs.com/_mcp/server.

# LAT Reference

## Docs

- [Ingest Data with Legacy LAT Reference](https://ocient.ferndocs.com/guides/lat-reference/ingest-data-with-legacy-lat-reference.md): Explore methods for efficiently loading large datasets into Ocient, optimized for performance and designed for massive-scale data warehousing.
- [LAT Advanced Topics](https://ocient.ferndocs.com/guides/lat-reference/lat-advanced-topics.md): Learn about dynamic schema changes and error management in the Ocient loading and transformation (LAT) system.
- [LAT Client Command Line Interface](https://ocient.ferndocs.com/guides/lat-reference/lat-client-command-line-interface.md): Learn how to easily install and utilize the LAT Client tool for efficient pipeline creation and management.
- [LAT Data Transformation with JMESPath](https://ocient.ferndocs.com/guides/lat-reference/lat-data-transformation-with-jmes-path.md): Utilize JMESPath for powerful data transformation within Ocient, enabling flexible data manipulation.
- [LAT Data Types in Loading](https://ocient.ferndocs.com/guides/lat-reference/lat-data-types-in-loading.md): Discover the supported data types in Ocient for efficient loading and storage optimization.
- [LAT Log4J Configuration](https://ocient.ferndocs.com/guides/lat-reference/lat-log-4-j-configuration.md): Configure Log4j in Ocient to manage log output and enhance system debugging capabilities.
- [LAT Metrics](https://ocient.ferndocs.com/guides/lat-reference/lat-metrics.md): Track and analyze performance metrics in Ocient for comprehensive system monitoring.
- [LAT Overview](https://ocient.ferndocs.com/guides/lat-reference/lat-overview.md): Learn about the Loading and Transformation system (LAT) in Ocient, essential for creating pipelines from data sources.
- [LAT Packaging and Installation](https://ocient.ferndocs.com/guides/lat-reference/lat-packaging-and-installation.md): Learn about the different deployment and installation options for Ocient LAT software.
- [LAT Pipeline Configuration](https://ocient.ferndocs.com/guides/lat-reference/lat-pipeline-configuration.md): Set up and manage data pipelines in Ocient for seamless data processing and integration.
- [LAT Service Configuration](https://ocient.ferndocs.com/guides/lat-reference/lat-service-configuration.md): Configure Ocient services for optimal performance and tailored resource management.
- [LAT Advanced Loading and Transformations](https://ocient.ferndocs.com/guides/lat-reference/ingest-data-with-legacy-lat-reference/lat-advanced-loading-and-transformations.md): Enhance your data loading processes with advanced transformations in Ocient, tailored for complex data requirements and optimized performance.
- [LAT Load CSV Data from S3](https://ocient.ferndocs.com/guides/lat-reference/ingest-data-with-legacy-lat-reference/loading-by-data-source/lat-load-csv-data-from-s-3.md): Learn to load CSV data from Amazon S3 directly into Ocient’s high-performance data warehouse, ensuring smooth and scalable data integration.
- [LAT Load JSON Data from Kafka](https://ocient.ferndocs.com/guides/lat-reference/ingest-data-with-legacy-lat-reference/loading-by-data-source/lat-load-json-data-from-kafka.md): Discover how to ingest JSON data from Kafka into Ocient’s data warehouse, streamlining real-time analytics and data processing.
- [LAT Load JSON Data from S3](https://ocient.ferndocs.com/guides/lat-reference/ingest-data-with-legacy-lat-reference/loading-by-data-source/lat-load-json-data-from-s-3.md): Integrate JSON data from Amazon S3 into Ocient for advanced analytics, designed for high-throughput and efficient processing of large datasets.
- [Install LAT Client in a Disconnected Network](https://ocient.ferndocs.com/guides/lat-reference/lat-client-command-line-interface/install-lat-client-in-a-disconnected-network.md): Set up the LAT client in a network-isolated environment within Ocient.
- [LAT Record Filtering](https://ocient.ferndocs.com/guides/lat-reference/lat-data-transformation-with-jmes-path/lat-record-filtering.md): Implement record filtering in Ocient to manage and streamline data retrieval processes.
- [LAT Transformation Functions](https://ocient.ferndocs.com/guides/lat-reference/lat-data-transformation-with-jmes-path/lat-transformation-functions.md): Explore data transformation functions in Ocient, allowing for extensive data customization.
- [LAT User-Defined Transformations](https://ocient.ferndocs.com/guides/lat-reference/lat-data-transformation-with-jmes-path/lat-user-defined-transformations.md): Create custom transformations in Ocient, tailored to specific data processing needs.
- [LAT Extract Configuration](https://ocient.ferndocs.com/guides/lat-reference/lat-pipeline-configuration/lat-extract-configuration.md): Learn about configuring data extraction processes in Ocient for efficient and reliable data retrieval.
- [LAT Sink Configuration](https://ocient.ferndocs.com/guides/lat-reference/lat-pipeline-configuration/lat-sink-configuration.md): Set up data sinks in Ocient for effective data storage and processing endpoints.
- [LAT Source Configuration](https://ocient.ferndocs.com/guides/lat-reference/lat-pipeline-configuration/lat-source-configuration.md): Configure data sources in Ocient, preparing for high-volume and complex data loading tasks.
- [LAT Transform Configuration](https://ocient.ferndocs.com/guides/lat-reference/lat-pipeline-configuration/lat-transform-configuration.md): Configure data transformation steps in Ocient for customized data processing pipelines.