Snowpark Migration Accelerator 설명서¶

기존의 데이터 플랫폼과 빅데이터 솔루션은 사용자가 크기, 속도, 적응성의 제한 없이 데이터로 작업할 수 있도록 하는 주요 목표를 달성하지 못하는 경우가 많습니다. Snowflake의 데이터 클라우드는 데이터로 작업하는 모든 사람에게 도움이 되는 완벽한 솔루션을 제공합니다.

• 데이터 분석가

• 데이터 과학자

• 데이터 엔지니어

• 비즈니스 전문가

• 기술 전문가

선도적인 클라우드 기반 데이터 플랫폼인 Snowflake로 이전하면 상당한 이점을 얻을 수 있습니다.

• Multi-Cluster and Shared Data: Processes large amounts of data quickly and efficiently by using multiple clusters that can access the same data.

• Micro-Partitioning: Stores customer data in small, manageable chunks for better security and efficiency.

• Delivered as a Service: No need to manage or maintain the platform yourself - everything is handled for you.

• Data Platform Built for Any Cloud: Multiple teams can work with the same data simultaneously because storage and computing resources are separate.

• Improved Performance and Throughput: Works faster than traditional data processing methods.

• Support for All Data: Can work with both regular structured data and semi-structured data like JSON, Avro, XML, and Parquet files.

• Build in Your Language of Choice: Write code in Python, Scala, or Java using Snowpark’s secure libraries and runtime environments.

Snowflake’s Snowpark Migration Accelerator (SMA) is a user-friendly tool that helps you modernize your traditional data platform by moving it to the Snowflake Data Cloud. SMA scans your Python and Scala source code that contains Spark API calls, analyzes it, and creates an inventory. It then converts this Spark code into equivalent code that uses the Snowpark API. After the conversion is complete, you can start taking advantage of Snowflake’s features.

Please note: The Snowpark Migration Accelerator (SMA) is not an official Snowflake Inc. product and is not included in the Snowflake Service. SMA is provided as-is under its own terms. Snowflake’s support team does not provide assistance for SMA, and it is not covered by Snowflake’s standard support and service level agreements. For more information, please contact sma-info@snowflake.com.