alimentar 0.2.7

Data Loading, Distribution and Tooling in Pure Rust
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# 100 Executable Examples

This section provides 100 executable cargo examples demonstrating alimentar's capabilities. Each example follows Toyota Production System principles for quality assurance.

## Philosophy

- **Heijunka (Leveling)**: Examples organized by complexity
- **Jidoka (Automation with Human Touch)**: Graceful error handling
- **Poka-Yoke (Error Prevention)**: Type-safe APIs
- **Kaizen (Continuous Improvement)**: Feedback-driven refinement

## Organization

| Section | Examples | Focus Area |
|---------|----------|------------|
| A | 1-10 | Basic Loading (CSV, JSON, Parquet) |
| B | 11-20 | DataLoader & Batching |
| C | 21-30 | Streaming & Memory |
| D | 31-45 | Transforms Pipeline |
| E | 46-55 | Quality & Validation |
| F | 56-65 | Drift Detection |
| G | 66-75 | Federated & Splitting |
| H | 76-85 | HuggingFace Hub |
| I | 86-95 | CLI & REPL |
| J | 96-100 | Edge Cases & WASM |

## Running Examples

```bash
# Generate test fixtures first
cargo run --bin generate_fixtures

# Run specific example
cargo test test_example_001_csv_loading

# Run all 100 examples tests
cargo test --test example_scenarios
```

## Related Documents

- [100 Examples Specification](../../docs/specifications/100-cargo-run-examples-spec.md)
- [Epic Implementation](../../docs/roadmaps/epic-100-examples.yaml)
- [QA Checklist](../../docs/qa/status-report-nov-30-2025-100pt-checklist.md)