How to Use Semgrep in CodeGrade to Improve Student Code Quality
February 10, 2025

How to use Semgrep for Automatic Grading

In 30 seconds...

Want to catch missing function definitions, enforce coding best practices, or ensure students follow assignment guidelines? Semgrep in CodeGrade makes it easy. This powerful, lightweight static analysis tool helps instructors automatically check for code structures without complex setup. Learn how to integrate Semgrep into your grading workflow to provide instant feedback and improve student learning.

What is Semgrep?

Semgrep (Semantic Grep) is an open-source, lightweight static analysis tool that scans source code to identify specific patterns. It helps instructors and developers check for certain structures in code, such as:

  • Statements
  • Loops
  • Declarations
  • Function definitions

Semgrep works similarly to grep, but instead of searching for plain text, it scans for structured code patterns in a variety of programming languages like Python, JavaScript, Go, Java, C, and more.

How Can You Use Semgrep in CodeGrade?

In CodeGrade, Semgrep is integrated as a parent block called Code Structure, with two child blocks for pattern matching:

  • Positive Match: Passes if the pattern is found.
  • Negative Match: Fails if the pattern is found (useful for ensuring students don't use overly advanced or AI-generated code).

These blocks can be added to your setup with just a few simple steps. Here’s how:

Step 1: Set Up the Code Structure Block

  1. Drag the Code Structure block into your setup in CodeGrade.
  2. Inside the Code Structure block, nest a Match block.
    There are two types of Match blocks:
    • Positive Match: This will pass if the pattern is detected in the student’s code.
    • Negative Match: This will fail if the pattern is detected. This can be helpful to ensure students aren't using inappropriate code structures, such as overly advanced techniques or AI-generated code.

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