Populate MO-RELISH CodeNet dataset

.gitattributes

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+languages/c/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/cpp/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/csharp/test_in_distribution.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/csharp/test_out_of_distribution.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/csharp/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/csharp/validation.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/go/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/haskell/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/java/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/javascript/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/kotlin/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/php/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/python/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/ruby/train.jsonl filter=lfs diff=lfs merge=lfs -text
+languages/rust/test_in_distribution.jsonl filter=lfs diff=lfs merge=lfs -text
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+languages/scala/train.jsonl filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,289 @@
+---
+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")
+```

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