metadata.json

{
  "name": "stack_v2_sparse_classes_36k",
  "source_dataset_dir": "data/stack_v2_sparse_classes_30k",
  "source_dataset": "bigcode/the-stack-v2-dedup",
  "source_data_files": "data/Python/*.parquet",
  "snapshot_size": 36000,
  "snapshot_seed": 42,
  "bad_json_lines_skipped": 0,
  "splits": {
    "train": 35000,
    "val": 500,
    "test": 500
  },
  "format": "class-level Python code generation with prompt, skeleton, method bodies, and reconstructed solution",
  "filters": {
    "min_methods": 2,
    "max_methods": 6,
    "require_method_docstrings": true,
    "min_body_lines": 3,
    "max_body_lines": 30,
    "max_total_tokens": 1500,
    "min_length_bytes": 500,
    "max_length_bytes": 50000,
    "skip_tests_docs_examples_init": true,
    "pyflakes_hard_filter": false
  },
  "method_count_distribution": {
    "2": 21551,
    "3": 8022,
    "4": 3599,
    "5": 1850,
    "6": 978
  },
  "top_repos": [
    [
      "cohesity/management-sdk-python",
      449
    ],
    [
      "microsoftgraph/msgraph-sdk-python",
      394
    ],
    [
      "home-assistant/core",
      286
    ],
    [
      "sungminoh/algorithms",
      122
    ],
    [
      "jansel/pytorch-jit-paritybench",
      122
    ],
    [
      "953250587/leetcode-python",
      119
    ],
    [
      "Shiv2157k/leet_code",
      117
    ],
    [
      "Jimmy-INL/google-research",
      100
    ],
    [
      "metoppv/improver",
      90
    ],
    [
      "bssrdf/pyleet",
      90
    ],
    [
      "dealflowteam/Idfy",
      76
    ],
    [
      "vsdrun/lc_public",
      75
    ],
    [
      "JavaRod/SP_Python220B_2019",
      74
    ],
    [
      "oxhead/CodingYourWay",
      73
    ],
    [
      "vincent-lg/tsunami",
      73
    ],
    [
      "mindspore-ai/models",
      71
    ],
    [
      "inventree/InvenTree",
      67
    ],
    [
      "log2timeline/plaso",
      66
    ],
    [
      "luque/better-ways-of-thinking-about-software",
      63
    ],
    [
      "yiming1012/MyLeetCode",
      63
    ]
  ],
  "avg_body_lines": 9.1440909372996,
  "task": "Given class/method signatures and docstrings, generate class skeleton and method bodies for Diffusion + AR hybrid code generation experiments."
}