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Filter Basics

Before writing clever filters, you need to understand what a valid filter actually is.

This section establishes the minimum requirements and the mental model for every filter you will write later.


What you will learn here

  • What the smallest valid filter looks like
  • Why filter output shape matters
  • Why DAQS requires certain fields
  • How filters fail silently when mis-shaped

This section is short on purpose. Its goal is correctness, not complexity.


Files in this section

Minimal valid filter

The smallest possible filter that DAQS will accept — and why it works.

minimal_valid_filter.md


Do not skip this

Many problems later in the rule chain trace back to:

  • missing required fields
  • incorrect object shapes
  • assumptions about implicit data

Understanding the basics once saves hours later.