Generative Compilation
Collection
3 items • Updated
Datasets:
id stringlengths 14 67 | project stringclasses 20
values | interface_path stringlengths 9 29 | target_path stringlengths 9 29 | interface_code stringlengths 42 11.8k | c_sources stringclasses 20
values | rust_tests stringclasses 20
values | prompt stringlengths 11.2k 324k | answer_prefix stringlengths 18 38 |
|---|---|---|---|---|---|---|---|---|
Genetic_neural_network_for_simple_control/src/activation_fnc.rs | Genetic_neural_network_for_simple_control | src/activation_fnc.rs | src/activation_fnc.rs | "// activation_fnc.rs\n/// Hyperbolic tangent activation function (scaled).\npub fn tangenth(x: f32)(...TRUNCATED) | "C sources:\n\ninclude/toolbox/general/general_math.h\n```c\n#ifndef GENERAL_MATH_H\n#define GENERAL(...TRUNCATED) | "Rust tests:\n\ntest_activation_func.rs\n```rust\nuse Genetic_neural_network_for_simple_control::act(...TRUNCATED) | "\nYou are an expert at converting C To Rust.\nYou will be provided with C source files in the forma(...TRUNCATED) | src/activation_fnc.rs
```rust
|
Genetic_neural_network_for_simple_control/src/fit_functions.rs | Genetic_neural_network_for_simple_control | src/fit_functions.rs | src/fit_functions.rs | "use crate::model_system;\nuse crate::neural_network;\nuse crate::pid_controller;\nuse crate::popula(...TRUNCATED) | "C sources:\n\ninclude/toolbox/general/general_math.h\n```c\n#ifndef GENERAL_MATH_H\n#define GENERAL(...TRUNCATED) | "Rust tests:\n\ntest_activation_func.rs\n```rust\nuse Genetic_neural_network_for_simple_control::act(...TRUNCATED) | "\nYou are an expert at converting C To Rust.\nYou will be provided with C source files in the forma(...TRUNCATED) | src/fit_functions.rs
```rust
|
Genetic_neural_network_for_simple_control/src/general_math.rs | Genetic_neural_network_for_simple_control | src/general_math.rs | src/general_math.rs | use rand::Rng;
pub fn createRandomFloat(min: f32, max: f32) -> f32 {
unimplemented!()
}
| "C sources:\n\ninclude/toolbox/general/general_math.h\n```c\n#ifndef GENERAL_MATH_H\n#define GENERAL(...TRUNCATED) | "Rust tests:\n\ntest_activation_func.rs\n```rust\nuse Genetic_neural_network_for_simple_control::act(...TRUNCATED) | "\nYou are an expert at converting C To Rust.\nYou will be provided with C source files in the forma(...TRUNCATED) | src/general_math.rs
```rust
|
Genetic_neural_network_for_simple_control/src/genetic_operations.rs | Genetic_neural_network_for_simple_control | src/genetic_operations.rs | src/genetic_operations.rs | "// genetic_operations.rs\n\nuse crate::general_math::createRandomFloat;\n\nuse crate::population::{(...TRUNCATED) | "C sources:\n\ninclude/toolbox/general/general_math.h\n```c\n#ifndef GENERAL_MATH_H\n#define GENERAL(...TRUNCATED) | "Rust tests:\n\ntest_activation_func.rs\n```rust\nuse Genetic_neural_network_for_simple_control::act(...TRUNCATED) | "\nYou are an expert at converting C To Rust.\nYou will be provided with C source files in the forma(...TRUNCATED) | src/genetic_operations.rs
```rust
|
Genetic_neural_network_for_simple_control/src/input_toolbox.rs | Genetic_neural_network_for_simple_control | src/input_toolbox.rs | src/input_toolbox.rs | "// input_toolbox.rs\n\nuse crate::model_system::SystemNN;\n\n/// Input preparation for NN type one.(...TRUNCATED) | "C sources:\n\ninclude/toolbox/general/general_math.h\n```c\n#ifndef GENERAL_MATH_H\n#define GENERAL(...TRUNCATED) | "Rust tests:\n\ntest_activation_func.rs\n```rust\nuse Genetic_neural_network_for_simple_control::act(...TRUNCATED) | "\nYou are an expert at converting C To Rust.\nYou will be provided with C source files in the forma(...TRUNCATED) | src/input_toolbox.rs
```rust
|
Genetic_neural_network_for_simple_control/src/matrix_math.rs | Genetic_neural_network_for_simple_control | src/matrix_math.rs | src/matrix_math.rs | "use crate::population;\n#[derive(Debug, Clone, Default)]\npub struct Matrix {\n pub matrix: Vec<(...TRUNCATED) | "C sources:\n\ninclude/toolbox/general/general_math.h\n```c\n#ifndef GENERAL_MATH_H\n#define GENERAL(...TRUNCATED) | "Rust tests:\n\ntest_activation_func.rs\n```rust\nuse Genetic_neural_network_for_simple_control::act(...TRUNCATED) | "\nYou are an expert at converting C To Rust.\nYou will be provided with C source files in the forma(...TRUNCATED) | src/matrix_math.rs
```rust
|
Genetic_neural_network_for_simple_control/src/model_system.rs | Genetic_neural_network_for_simple_control | src/model_system.rs | src/model_system.rs | "// model_system.rs\n\nuse crate::neural_network::{NN, NNInput};\n\nuse crate::signal_designer::Sign(...TRUNCATED) | "C sources:\n\ninclude/toolbox/general/general_math.h\n```c\n#ifndef GENERAL_MATH_H\n#define GENERAL(...TRUNCATED) | "Rust tests:\n\ntest_activation_func.rs\n```rust\nuse Genetic_neural_network_for_simple_control::act(...TRUNCATED) | "\nYou are an expert at converting C To Rust.\nYou will be provided with C source files in the forma(...TRUNCATED) | src/model_system.rs
```rust
|
Genetic_neural_network_for_simple_control/src/neural_network.rs | Genetic_neural_network_for_simple_control | src/neural_network.rs | src/neural_network.rs | "// neural_network.rs\n\nuse crate::matrix_math::Matrix;\n\nuse crate::population::Pop;\n\n#[derive((...TRUNCATED) | "C sources:\n\ninclude/toolbox/general/general_math.h\n```c\n#ifndef GENERAL_MATH_H\n#define GENERAL(...TRUNCATED) | "Rust tests:\n\ntest_activation_func.rs\n```rust\nuse Genetic_neural_network_for_simple_control::act(...TRUNCATED) | "\nYou are an expert at converting C To Rust.\nYou will be provided with C source files in the forma(...TRUNCATED) | src/neural_network.rs
```rust
|
Genetic_neural_network_for_simple_control/src/pid_controller.rs | Genetic_neural_network_for_simple_control | src/pid_controller.rs | src/pid_controller.rs | "// pid_controller.rs\n\nuse crate::signal_designer::Signal;\n\nuse std::fs::File;\n\n#[derive(Defau(...TRUNCATED) | "C sources:\n\ninclude/toolbox/general/general_math.h\n```c\n#ifndef GENERAL_MATH_H\n#define GENERAL(...TRUNCATED) | "Rust tests:\n\ntest_activation_func.rs\n```rust\nuse Genetic_neural_network_for_simple_control::act(...TRUNCATED) | "\nYou are an expert at converting C To Rust.\nYou will be provided with C source files in the forma(...TRUNCATED) | src/pid_controller.rs
```rust
|
Genetic_neural_network_for_simple_control/src/population.rs | Genetic_neural_network_for_simple_control | src/population.rs | src/population.rs | "// population.rs\n\nuse crate::general_math::createRandomFloat;\n\n#[derive(Default)]\n/// Structur(...TRUNCATED) | "C sources:\n\ninclude/toolbox/general/general_math.h\n```c\n#ifndef GENERAL_MATH_H\n#define GENERAL(...TRUNCATED) | "Rust tests:\n\ntest_activation_func.rs\n```rust\nuse Genetic_neural_network_for_simple_control::act(...TRUNCATED) | "\nYou are an expert at converting C To Rust.\nYou will be provided with C source files in the forma(...TRUNCATED) | src/population.rs
```rust
|
End of preview. Expand in Data Studio
CRUST-bench
CRUST-bench evaluates C-to-safe-Rust repository-level transpilation.
This dataset was used for evaluation in the paper Generative Compilation: On-the-Fly Compiler Feedback as AI Generates Code. You can find the corresponding evaluation code in the project GitHub repository.
Example Usage
from datasets import load_dataset
import json
dataset = load_dataset("eth-sri/CRUST-bench")
for instance in dataset["test"]:
print(json.dumps(instance, indent=2))
break
Example Instance
{
"id": "Genetic_neural_network_for_simple_control/src/activation_fnc.rs",
"project": "Genetic_neural_network_for_simple_control",
"interface_path": "src/activation_fnc.rs",
"target_path": "src/activation_fnc.rs",
"interface_code": "pub fn ... {\n unimplemented!();\n}",
"c_sources": "C sources:\n...",
"rust_tests": "Rust tests:\n...",
"prompt": "...",
"answer_prefix": "src/activation_fnc.rs\n```rust\n"
}
Each row also includes the complete rendered prompt, the answer_prefix used
to start model generation, and the structured source fields needed to inspect
the task.
License
The benchmark combines source code from multiple upstream projects. The license of each upstream project continues to apply to its code; consult the source files and the project repository for the corresponding license notices.
- Downloads last month
- 22