DOCUMENTATION
/
Language
English
中文
Get started
Guides
Developer
Reference
Release notes
Tutorials
Status
Go to https://china-status.snowflake.com to see details of the status
  1. Overview
    • Snowflake Horizon Catalog
    • Applications and tools for connecting to Snowflake
    • Virtual warehouses
    • Databases, Tables, & Views
    • Data types
      • Data Integration
        1. Snowflake Openflow
        2. Apache Iceberg™
          1. Apache Iceberg™ Tables
          2. Snowflake Open Catalog
        3. Zero-Copy Connectors
          1. About SAP® and Snowflake
      • Data engineering
        1. Data loading
        2. Dynamic tables
        3. Streams and tasks
        4. Row timestamps
          • DCM Projects
          • dbt Projects on Snowflake
          • Data Unloading
        5. Storage lifecycle policies
        6. Migrations
            1. Getting started
              • Snowflake AIM Migration Agent
                • Migration Journey
                • Tools
                  1. SnowConvert CLI
                  2. SnowConvert Desktop
                  3. Snowpark Migration Accelerator
                      1. General
                        1. Introduction
                          • Getting started
                          • Conversion software terms of use
                          • Release notes
                        2. User guide
                          1. Overview
                            • Before using the SMA
                            • Project overview
                            • Technical discovery
                              • AI assistant
                                • Assessment
                                • SCOS Conversion
                                • Snowpark API Conversion
                                • Using the SMA CLI
                              • Use cases
                                1. Snowflake VS Code extension
                                  1. SMA checkpoints walkthrough
                                  2. SMA EWI Assistant walkthrough
                                2. Assessment walkthrough
                                3. Conversion walkthrough
                                  • Migration lab
                                  • Using SMA in an Ubuntu Docker image
                                    • SMA CLI walkthrough
                                      • Snowpark Connect
                                    • Issue analysis
                                      1. Approach
                                        • Issue code categorization
                                          • Issue codes by source
                                          • Troubleshooting the output code
                                          • Workarounds
                                            • Deploying the output code
                                            • Translation reference
                                            • Migrating with Snowflake CoCo
                                            • Workspace Estimator
                                              • Interactive Assessment Application
                                                • Support
                                                  1. General troubleshooting
                                                  2. Frequently asked questions
                                                      1. Using SMA with Jupyter notebooks
                                                        • Sharing the output with Snowflake
                                                          • DBC files explode
                                                        • Glossary
                                                          • Contact us
                                                    • Virtualization
                                                      1. Snowflake AIM for Virtualization
                                                      2. Reference and Guides
                                                        1. Release Notes
                                                          • Teradata
                                                            1. Teradata Migration Guide
                                                              • Teradata Considerations
                                                                • Translation References
                                                                • Function References
                                                                  • Issues and Troubleshooting
                                                                  • SQL Server - Azure Synapse
                                                                    1. SQL Server Migration Guide
                                                                      • Azure Synapse Migration Guide
                                                                        • Translation References
                                                                        • Function References
                                                                        • Amazon Redshift
                                                                          1. Amazon Redshift Migration Guide
                                                                            • Translation References
                                                                          2. Oracle
                                                                            1. Oracle Migration Guide
                                                                              • Translation References
                                                                              • Function References
                                                                              • Databricks
                                                                                1. Databricks Migration Guide
                                                                                  • Translation References
                                                                                2. Technical Documentation
                                                                                3. Other Translation References
                                                                                  1. General
                                                                                  2. Sybase IQ
                                                                                  3. PostgreSQL-Greenplum-Netezza
                                                                                  4. BigQuery
                                                                                  5. Vertica
                                                                                  6. IBM DB2
                                                                                  7. SSIS
                                                                                    • Informatica PowerCenter
                                                                              • Queries
                                                                              • Listings
                                                                              • Collaboration
                                                                              • Snowflake AI & ML
                                                                              • Snowflake Postgres
                                                                              • Alerts & Notifications
                                                                              • Security
                                                                              • Organizations & Accounts
                                                                              • Business continuity & data recovery
                                                                              • Performance optimization
                                                                              • Cost & Billing
                                                                              GuidesMigrationsToolsSnowpark Migration AcceleratorSupportFrequently asked questions
                                                                              description:

                                                                              All of the information you could ever want to know about running your Spark Python code.

                                                                              Snowpark Migration Accelerator: Frequently Asked Questions (FAQ)¶

                                                                              Looking for help with Snowpark Migration Accelerator for Python? Here are the most common questions and answers about SMA for PySpark to help you get started.

                                                                              • Using SMA with Jupyter Notebooks
                                                                              • How to share results with Snowflake
                                                                              • Working with DBC file extraction

                                                                              Was this page helpful?

                                                                              Visit Snowflake
                                                                              Share your feedback
                                                                              Privacy PolicyTerms of Service
                                                                              © 2026 Snowflake All Rights Reserved.@北京神州数码云计算有限公司版权所有.
                                                                              Terms of Use

                                                                              The Snowpark Migration Accelerator tool (SMA) is subject to the Conversion Software Terms of Use.