--- pretty_name: Samsoup CodeNet configs: - config_name: all data_files: - split: train path: languages/*/train.jsonl - split: validation path: languages/*/validation.jsonl - split: test_in_distribution path: languages/*/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/*/test_out_of_distribution.jsonl - config_name: cpp data_files: - split: train path: languages/cpp/train.jsonl - split: validation path: languages/cpp/validation.jsonl - split: test_in_distribution path: languages/cpp/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/cpp/test_out_of_distribution.jsonl - config_name: python data_files: - split: train path: languages/python/train.jsonl - split: validation path: languages/python/validation.jsonl - split: test_in_distribution path: languages/python/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/python/test_out_of_distribution.jsonl - config_name: java data_files: - split: train path: languages/java/train.jsonl - split: validation path: languages/java/validation.jsonl - split: test_in_distribution path: languages/java/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/java/test_out_of_distribution.jsonl - config_name: c data_files: - split: train path: languages/c/train.jsonl - split: validation path: languages/c/validation.jsonl - split: test_in_distribution path: languages/c/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/c/test_out_of_distribution.jsonl - config_name: ruby data_files: - split: train path: languages/ruby/train.jsonl - split: validation path: languages/ruby/validation.jsonl - split: test_in_distribution path: languages/ruby/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/ruby/test_out_of_distribution.jsonl - config_name: csharp data_files: - split: train path: languages/csharp/train.jsonl - split: validation path: languages/csharp/validation.jsonl - split: test_in_distribution path: languages/csharp/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/csharp/test_out_of_distribution.jsonl - config_name: rust data_files: - split: train path: languages/rust/train.jsonl - split: validation path: languages/rust/validation.jsonl - split: test_in_distribution path: languages/rust/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/rust/test_out_of_distribution.jsonl - config_name: go data_files: - split: train path: languages/go/train.jsonl - split: validation path: languages/go/validation.jsonl - split: test_in_distribution path: languages/go/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/go/test_out_of_distribution.jsonl - config_name: javascript data_files: - split: train path: languages/javascript/train.jsonl - split: validation path: languages/javascript/validation.jsonl - split: test_in_distribution path: languages/javascript/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/javascript/test_out_of_distribution.jsonl - config_name: haskell data_files: - split: train path: languages/haskell/train.jsonl - split: validation path: languages/haskell/validation.jsonl - split: test_in_distribution path: languages/haskell/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/haskell/test_out_of_distribution.jsonl - config_name: kotlin data_files: - split: train path: languages/kotlin/train.jsonl - split: validation path: languages/kotlin/validation.jsonl - split: test_in_distribution path: languages/kotlin/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/kotlin/test_out_of_distribution.jsonl - config_name: php data_files: - split: train path: languages/php/train.jsonl - split: validation path: languages/php/validation.jsonl - split: test_in_distribution path: languages/php/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/php/test_out_of_distribution.jsonl - config_name: scala data_files: - split: train path: languages/scala/train.jsonl - split: validation path: languages/scala/validation.jsonl - split: test_in_distribution path: languages/scala/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/scala/test_out_of_distribution.jsonl - config_name: perl data_files: - split: train path: languages/perl/train.jsonl - split: validation path: languages/perl/validation.jsonl - split: test_in_distribution path: languages/perl/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/perl/test_out_of_distribution.jsonl - config_name: fortran data_files: - split: train path: languages/fortran/train.jsonl - split: validation path: languages/fortran/validation.jsonl - split: test_in_distribution path: languages/fortran/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/fortran/test_out_of_distribution.jsonl - config_name: julia data_files: - split: train path: languages/julia/train.jsonl - split: validation path: languages/julia/validation.jsonl - split: test_in_distribution path: languages/julia/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/julia/test_out_of_distribution.jsonl - config_name: ocaml data_files: - split: train path: languages/ocaml/train.jsonl - split: validation path: languages/ocaml/validation.jsonl - split: test_in_distribution path: languages/ocaml/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/ocaml/test_out_of_distribution.jsonl - config_name: lisp data_files: - split: train path: languages/lisp/train.jsonl - split: validation path: languages/lisp/validation.jsonl - split: test_in_distribution path: languages/lisp/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/lisp/test_out_of_distribution.jsonl - config_name: lua data_files: - split: train path: languages/lua/train.jsonl - split: validation path: languages/lua/validation.jsonl - split: test_in_distribution path: languages/lua/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/lua/test_out_of_distribution.jsonl - config_name: pascal data_files: - split: train path: languages/pascal/train.jsonl - split: validation path: languages/pascal/validation.jsonl - split: test_in_distribution path: languages/pascal/test_in_distribution.jsonl - split: test_out_of_distribution path: languages/pascal/test_out_of_distribution.jsonl --- # CodeNet This dataset is the MO-RELISH CodeNet code-generation quality-estimation collection derived from official Project CodeNet artifacts. It pairs a programming problem, sample I/O, and submitted source code with execution and source-size metadata. It is hosted as one Hugging Face dataset with one config per programming language plus an `all` config across curated languages. ## Configs And Splits | Language | Config | Group | Train | Validation | ID test | OOD test | | --- | --- | --- | ---: | ---: | ---: | ---: | | C++ | `cpp` | high_resource | 100,000 | 1,000 | 1,000 | 1,000 | | Python | `python` | high_resource | 100,000 | 1,000 | 1,000 | 1,000 | | Java | `java` | high_resource | 100,000 | 1,000 | 1,000 | 1,000 | | C | `c` | high_resource | 100,000 | 1,000 | 1,000 | 1,000 | | Ruby | `ruby` | high_resource | 100,000 | 1,000 | 1,000 | 1,000 | | C# | `csharp` | high_resource | 100,000 | 1,000 | 1,000 | 1,000 | | Rust | `rust` | high_resource | 100,000 | 1,000 | 1,000 | 1,000 | | Go | `go` | medium_resource | 10,000 | 1,000 | 1,000 | 1,000 | | JavaScript | `javascript` | medium_resource | 10,000 | 1,000 | 1,000 | 1,000 | | Haskell | `haskell` | medium_resource | 10,000 | 1,000 | 1,000 | 1,000 | | Kotlin | `kotlin` | medium_resource | 10,000 | 1,000 | 1,000 | 1,000 | | PHP | `php` | medium_resource | 10,000 | 1,000 | 1,000 | 1,000 | | Scala | `scala` | medium_resource | 10,000 | 1,000 | 1,000 | 1,000 | | Perl | `perl` | low_resource | 1,000 | 1,000 | 1,000 | 1,000 | | Fortran | `fortran` | low_resource | 1,000 | 1,000 | 1,000 | 1,000 | | Julia | `julia` | low_resource | 1,000 | 1,000 | 1,000 | 1,000 | | OCaml | `ocaml` | low_resource | 1,000 | 1,000 | 1,000 | 1,000 | | Lisp | `lisp` | low_resource | 1,000 | 1,000 | 1,000 | 1,000 | | Lua | `lua` | low_resource | 1,000 | 1,000 | 1,000 | 1,000 | | Pascal | `pascal` | low_resource | 1,000 | 1,000 | 1,000 | 1,000 | `test_in_distribution` shares problem IDs with training data. Every in-distribution test problem ID has at least one same-problem training row. `test_out_of_distribution` uses a global problem-ID pool that is disjoint from train, validation, and in-distribution test across all curated CodeNet languages. ## Columns Input columns: - `source_text`: plain-text problem statement. - `input_text`: submitted source code to evaluate. - `reference_outputs`: list containing the sample output when available. - `prompt_components.problem_context`: same problem statement as `source_text`. - `prompt_components.sample_input`: official sample input. - `prompt_components.gold_output`: official sample output. - `prompt_components.input_to_evaluate`: same source code as `input_text`. Prediction targets: - `targets.memory_kb` - `targets.cpu_time_ms` - `targets.code_size_bytes` Output dimensions: - `targets.memory_kb`: Peak memory usage reported by official Project CodeNet metadata, in kilobytes. - `targets.cpu_time_ms`: Execution CPU time reported by official Project CodeNet metadata, in milliseconds. - `targets.code_size_bytes`: Submitted source-code file size, in bytes. The retained `metadata.status` field records the original CodeNet submission status but is not a prediction target. Prediction targets: `memory_kb`, `cpu_time_ms`, `code_size_bytes`. ## Loading ```python from datasets import load_dataset python_ds = load_dataset("Samsoup/CodeNet", "python") all_ds = load_dataset("Samsoup/CodeNet", "all") ```