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metadata 
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 

from datasets import load_dataset

python_ds = load_dataset("Samsoup/CodeNet", "python")
all_ds = load_dataset("Samsoup/CodeNet", "all")