|
| 1 | +# Adding Additional Evals Exercises |
| 2 | + |
| 3 | +This guide explains how to add new coding exercises to the Roo Code evals system. The evals system is a distributed evaluation platform that runs AI coding tasks in isolated VS Code environments to test AI coding capabilities across multiple programming languages. |
| 4 | + |
| 5 | +## Table of Contents |
| 6 | + |
| 7 | +1. [What is an "Eval"?](#what-is-an-eval) |
| 8 | +2. [System Overview](#system-overview) |
| 9 | +3. [Adding Exercises to Existing Languages](#adding-exercises-to-existing-languages) |
| 10 | +4. [Adding Support for New Programming Languages](#adding-support-for-new-programming-languages) |
| 11 | + |
| 12 | +## What is an "Eval"? |
| 13 | + |
| 14 | +An **eval** (evaluation) is fundamentally a coding exercise with a known solution that is expressed as a set of unit tests that must pass in order to prove the correctness of a solution. Each eval consists of: |
| 15 | + |
| 16 | +- **Problem Description**: Clear instructions explaining what needs to be implemented |
| 17 | +- **Implementation Stub**: A skeleton file with function signatures but no implementation |
| 18 | +- **Unit Tests**: Comprehensive test suite that validates the correctness of the solution |
| 19 | +- **Success Criteria**: The AI must implement the solution such that all unit tests pass |
| 20 | + |
| 21 | +The key principle is that the tests define the contract - if all tests pass, the solution is considered correct. This provides an objective, automated way to measure AI coding performance across different programming languages and problem domains. |
| 22 | + |
| 23 | +**Example Flow**: |
| 24 | + |
| 25 | +1. AI receives a problem description (e.g., "implement a function that reverses a string") |
| 26 | +2. AI examines the stub implementation and test file |
| 27 | +3. AI writes code to make all tests pass |
| 28 | +4. System runs tests to verify correctness |
| 29 | +5. Success is measured by test pass/fail rate |
| 30 | + |
| 31 | +## System Overview |
| 32 | + |
| 33 | +The evals system consists of several key components: |
| 34 | + |
| 35 | +- **Exercises Repository**: [`Roo-Code-Evals`](https://github.com/RooCodeInc/Roo-Code-Evals) - Contains all exercise definitions |
| 36 | +- **Web Interface**: [`apps/web-evals`](../apps/web-evals) - Management interface for creating and monitoring evaluation runs |
| 37 | +- **Evals Package**: [`packages/evals`](../packages/evals) - Contains both controller logic for orchestrating evaluation runs and runner container code for executing individual tasks |
| 38 | +- **Docker Configuration**: Container definitions for the `controller` and `runner` as well as a Docker Compose file that provisions Postgres and Redis instances required for eval runs. |
| 39 | + |
| 40 | +### Current Language Support |
| 41 | + |
| 42 | +The system currently supports these programming languages: |
| 43 | + |
| 44 | +- **Go** - `go test` for testing |
| 45 | +- **Java** - Maven/Gradle for testing |
| 46 | +- **JavaScript** - Node.js with Jest/Mocha |
| 47 | +- **Python** - pytest for testing |
| 48 | +- **Rust** - `cargo test` for testing |
| 49 | + |
| 50 | +## Adding Exercises to Existing Languages |
| 51 | + |
| 52 | +TL;DR - Here's a pull request that adds a new JavaScript eval: https://github.com/RooCodeInc/Roo-Code-Evals/pull/3 |
| 53 | + |
| 54 | +### Step 1: Understand the Exercise Structure |
| 55 | + |
| 56 | +Each exercise follows a standardized directory structure: |
| 57 | + |
| 58 | +``` |
| 59 | +/evals/{language}/{exercise-name}/ |
| 60 | +├── docs/ |
| 61 | +│ ├── instructions.md # Main exercise description |
| 62 | +│ └── instructions.append.md # Additional instructions (optional) |
| 63 | +├── {exercise-name}.{ext} # Implementation stub |
| 64 | +├── {exercise-name}_test.{ext} # Test file |
| 65 | +└── {language-specific-files} # go.mod, package.json, etc. |
| 66 | +``` |
| 67 | + |
| 68 | +### Step 2: Create Exercise Directory |
| 69 | + |
| 70 | +1. **Clone the evals repository**: |
| 71 | + |
| 72 | + ```bash |
| 73 | + git clone https://github.com/RooCodeInc/Roo-Code-Evals.git evals |
| 74 | + cd evals |
| 75 | + ``` |
| 76 | + |
| 77 | +2. **Create exercise directory**: |
| 78 | + ```bash |
| 79 | + mkdir {language}/{exercise-name} |
| 80 | + cd {language}/{exercise-name} |
| 81 | + ``` |
| 82 | + |
| 83 | +### Step 3: Write Exercise Instructions |
| 84 | + |
| 85 | +Create `docs/instructions.md` with a clear problem description: |
| 86 | + |
| 87 | +```markdown |
| 88 | +# Instructions |
| 89 | +
|
| 90 | +Create an implementation of [problem description]. |
| 91 | +
|
| 92 | +## Problem Description |
| 93 | +
|
| 94 | +[Detailed explanation of what needs to be implemented] |
| 95 | +
|
| 96 | +## Examples |
| 97 | +
|
| 98 | +- Input: [example input] |
| 99 | +- Output: [expected output] |
| 100 | +
|
| 101 | +## Constraints |
| 102 | +
|
| 103 | +- [Any constraints or requirements] |
| 104 | +``` |
| 105 | + |
| 106 | +**Example from a simple reverse-string exercise**: |
| 107 | + |
| 108 | +```markdown |
| 109 | +# Instructions |
| 110 | +
|
| 111 | +Create a function that reverses a string. |
| 112 | +
|
| 113 | +## Problem Description |
| 114 | +
|
| 115 | +Write a function called `reverse` that takes a string as input and returns the string with its characters in reverse order. |
| 116 | +
|
| 117 | +## Examples |
| 118 | +
|
| 119 | +- Input: `reverse("hello")` → Output: `"olleh"` |
| 120 | +- Input: `reverse("world")` → Output: `"dlrow"` |
| 121 | +- Input: `reverse("")` → Output: `""` |
| 122 | +- Input: `reverse("a")` → Output: `"a"` |
| 123 | +
|
| 124 | +## Constraints |
| 125 | +
|
| 126 | +- Input will always be a valid string |
| 127 | +- Empty strings should return empty strings |
| 128 | +``` |
| 129 | + |
| 130 | +### Step 4: Create Implementation Stub |
| 131 | + |
| 132 | +Create the main implementation file with function signatures but no implementation: |
| 133 | + |
| 134 | +**Python example** (`reverse_string.py`): |
| 135 | + |
| 136 | +```python |
| 137 | +def reverse(text): |
| 138 | + pass |
| 139 | +``` |
| 140 | + |
| 141 | +**Go example** (`reverse_string.go`): |
| 142 | + |
| 143 | +```go |
| 144 | +package reversestring |
| 145 | +
|
| 146 | +// Reverse returns the input string with its characters in reverse order |
| 147 | +func Reverse(s string) string { |
| 148 | + // TODO: implement |
| 149 | + return "" |
| 150 | +} |
| 151 | +``` |
| 152 | + |
| 153 | +### Step 5: Write Comprehensive Tests |
| 154 | + |
| 155 | +Create test files that validate the implementation: |
| 156 | + |
| 157 | +**Python example** (`reverse_string_test.py`): |
| 158 | + |
| 159 | +```python |
| 160 | +import unittest |
| 161 | +from reverse_string import reverse |
| 162 | +
|
| 163 | +class ReverseStringTest(unittest.TestCase): |
| 164 | + def test_reverse_hello(self): |
| 165 | + self.assertEqual(reverse("hello"), "olleh") |
| 166 | +
|
| 167 | + def test_reverse_world(self): |
| 168 | + self.assertEqual(reverse("world"), "dlrow") |
| 169 | +
|
| 170 | + def test_reverse_empty_string(self): |
| 171 | + self.assertEqual(reverse(""), "") |
| 172 | +
|
| 173 | + def test_reverse_single_character(self): |
| 174 | + self.assertEqual(reverse("a"), "a") |
| 175 | +``` |
| 176 | + |
| 177 | +**Go example** (`reverse_string_test.go`): |
| 178 | + |
| 179 | +```go |
| 180 | +package reversestring |
| 181 | +
|
| 182 | +import "testing" |
| 183 | +
|
| 184 | +func TestReverse(t *testing.T) { |
| 185 | + tests := []struct { |
| 186 | + input string |
| 187 | + expected string |
| 188 | + }{ |
| 189 | + {"hello", "olleh"}, |
| 190 | + {"world", "dlrow"}, |
| 191 | + {"", ""}, |
| 192 | + {"a", "a"}, |
| 193 | + } |
| 194 | +
|
| 195 | + for _, test := range tests { |
| 196 | + result := Reverse(test.input) |
| 197 | + if result != test.expected { |
| 198 | + t.Errorf("Reverse(%q) = %q, expected %q", test.input, result, test.expected) |
| 199 | + } |
| 200 | + } |
| 201 | +} |
| 202 | +``` |
| 203 | +
|
| 204 | +### Step 6: Add Language-Specific Configuration |
| 205 | +
|
| 206 | +**For Go exercises**, create `go.mod`: |
| 207 | +
|
| 208 | +```go |
| 209 | +module reverse-string |
| 210 | +
|
| 211 | +go 1.18 |
| 212 | +``` |
| 213 | +
|
| 214 | +**For Python exercises**, ensure the parent directory has `pyproject.toml`: |
| 215 | +
|
| 216 | +```toml |
| 217 | +[project] |
| 218 | +name = "python-exercises" |
| 219 | +version = "0.1.0" |
| 220 | +description = "Python exercises for Roo Code evals" |
| 221 | +requires-python = ">=3.9" |
| 222 | +dependencies = [ |
| 223 | + "pytest>=8.3.5", |
| 224 | +] |
| 225 | +``` |
| 226 | +
|
| 227 | +### Step 7: Test Locally |
| 228 | +
|
| 229 | +Before committing, test your exercise locally: |
| 230 | +
|
| 231 | +**Python**: |
| 232 | +
|
| 233 | +```bash |
| 234 | +cd python/reverse-string |
| 235 | +uv run python3 -m pytest -o markers=task reverse_string_test.py |
| 236 | +``` |
| 237 | +
|
| 238 | +**Go**: |
| 239 | +
|
| 240 | +```bash |
| 241 | +cd go/reverse-string |
| 242 | +go test |
| 243 | +``` |
| 244 | +
|
| 245 | +The tests should **fail** with the stub implementation and **pass** when properly implemented. |
| 246 | +
|
| 247 | +## Adding Support for New Programming Languages |
| 248 | +
|
| 249 | +Adding a new programming language requires changes to both the evals repository and the main Roo Code repository. |
| 250 | +
|
| 251 | +### Step 1: Update Language Configuration |
| 252 | +
|
| 253 | +1. **Add language to supported list** in [`packages/evals/src/exercises/index.ts`](../packages/evals/src/exercises/index.ts): |
| 254 | +
|
| 255 | +```typescript |
| 256 | +export const exerciseLanguages = [ |
| 257 | + "go", |
| 258 | + "java", |
| 259 | + "javascript", |
| 260 | + "python", |
| 261 | + "rust", |
| 262 | + "your-new-language", // Add here |
| 263 | +] as const |
| 264 | +``` |
| 265 | +
|
| 266 | +### Step 2: Create Language-Specific Prompt |
| 267 | +
|
| 268 | +Create `prompts/{language}.md` in the evals repository: |
| 269 | +
|
| 270 | +```markdown |
| 271 | +Your job is to complete a coding exercise described the markdown files inside the `docs` directory. |
| 272 | +
|
| 273 | +A file with the implementation stubbed out has been created for you, along with a test file (the tests should be failing initially). |
| 274 | +
|
| 275 | +To successfully complete the exercise, you must pass all the tests in the test file. |
| 276 | +
|
| 277 | +To confirm that your solution is correct, run the tests with `{test-command}`. Do not alter the test file; it should be run as-is. |
| 278 | +
|
| 279 | +Do not use the "ask_followup_question" tool. Your job isn't done until the tests pass. Don't attempt completion until you run the tests and they pass. |
| 280 | +
|
| 281 | +You should start by reading the files in the `docs` directory so that you understand the exercise, and then examine the stubbed out implementation and the test file. |
| 282 | +``` |
| 283 | +
|
| 284 | +Replace `{test-command}` with the appropriate testing command for your language. |
| 285 | +
|
| 286 | +### Step 3: Update Docker Configuration |
| 287 | +
|
| 288 | +Modify [`packages/evals/Dockerfile.runner`](../packages/evals/Dockerfile.runner) to install the new language runtime: |
| 289 | +
|
| 290 | +```dockerfile |
| 291 | +# Install your new language runtime |
| 292 | +RUN apt update && apt install -y your-language-runtime |
| 293 | +
|
| 294 | +# Or for languages that need special installation: |
| 295 | +ARG YOUR_LANGUAGE_VERSION=1.0.0 |
| 296 | +RUN curl -sSL https://install-your-language.sh | sh -s -- --version ${YOUR_LANGUAGE_VERSION} |
| 297 | +``` |
| 298 | +
|
| 299 | +### Step 4: Update Test Runner Integration |
| 300 | +
|
| 301 | +If your language requires special test execution, update [`packages/evals/src/cli/runUnitTest.ts`](../packages/evals/src/cli/runUnitTest.ts) to handle the new language's testing framework. |
| 302 | +
|
| 303 | +### Step 5: Create Initial Exercises |
| 304 | +
|
| 305 | +Create at least 2-3 exercises for the new language following the structure described in the previous section. |
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