Batch processing enables rapid processing of large datasets and ensures consistent results across projects, labs, and time.

Sift provides two methods to batch processing:

1. the GUI, and manually adding the library and pipelines
2. the command line
   • As a one off
   • Time-based automation
   • Directory scanning for new data automation

Sift runs on Visual3D's engine, and can batch run V3D pipelines across multiple CMZs concurrently.

When to use: Use the V3D Engine for processing smaller datasets, single-instance runs, or when first getting started with Sift.

• Learn more: V3D Engine Dialog
• Tutorial: Compute GPS and GDI tutorial: uses the V3D Engine to run scripts on multiple CMZs at once

The Sift command line enables large scale batch processing right from the command line.

When to use: Use the Sift Command Line to process large quantities of data, to run continuous automated updates over time, or, for those with experience in development.

• Learn more: Sift command line
• Tutorial: Using the Sift CMD Line for automation section of the impact shooting arm mechanics free throw accuracy tutorial.

Set up automatic processes to run at specific times.

When to use: Use this method for continuous processing on a daily, weekly, or monthly basis.

• Learn more:
• Tutorial: Batch Command Line Processing

Set up automatic processes to run when new data enters a specific directory.

When to use: Use this method for automated processing when new data is added.

• Learn more: Directory Watchers
• Tutorial: Directory Watchers Tutorial