This section outlines the datasets used to test and validate the Toy Compiler and multi-agent system components. It supports robust testing, error handling, and realistic simulation—all aligned with Module 3 requirements.

---

🧩 1. Toy Compiler Datasets

These datasets simulate input scripts for the toy language and are used in unit tests, integration tests, and error handling validation.

📁 Folder Structure

datasets/ ├── hello_world.txt ├── math_demo.txt ├── error_cases.txt └── stress_test.txt

📄 Sample: hello_world.txt

text PRINT Hello, Nokwazi! ADD 5 7 PRINT Compilation complete.

📄 Sample: error_cases.txt

text ADD five 7 PRINT Missing quote UNKNOWN_CMD test

✅ Usage in Code

python with open("datasets/hello_world.txt") as f: source = f.read()

---

🤖 2. Multi-Agent System Datasets

These datasets support document search, summarization, collaboration, and experiment tracking.

🔬 Research & Document Processing

• CORD-19 Dataset
  Biomedical papers for document search and summarization
  📍 Kaggle: CORD-19

• Semantic Scholar Corpus
  Academic papers with metadata
  📍 Semantic Scholar API

---

👥 Collaboration & Task Management

• GitHub Archive
  Issues and pull requests for simulating agent coordination
  📍 gharchive.org

• Trello JSON Export
  Task boards for project tracking
  📍 Trello Guide

---

🧪 Experiment Tracking & Logs

• MLflow Example Logs
  Simulated experiment tracking data
  📍 MLflow Examples

• Synthetic JSON Logs

json { "experimentid": "exp001", "model": "BERT", "accuracy": 0.87, "timestamp": "2025-10-28T08:45:00Z" }

---

🧰 Mock Data for Testing Agents

• Mockaroo
  Generate realistic CSV/JSON datasets
  📍 mockaroo.com

• Faker (Python Library)
  Generate fake names, emails, timestamps
  bash pip install faker

python from faker import Faker fake = Faker() print(fake.name(), fake.email(), fake.date_time())

---

📘 Integration Tips

• Use datasets in unit tests and end-to-end flows
• Document dataset usage in README.md and docs/
• Mock external dependencies using pytest-mock or unittest.mock