Upload atlas-preprocessed-code.py

atlas-preprocessed-code.py

@@ -1,33 +1,99 @@
-from datasets import GeneratorBasedBuilder, BuilderConfig, Version, load_dataset
+import gzip
+import json
 
-_LANGUAGES = ["C#", "C++", "C", "Go", "HTML", "Haskell", "Java", "JavaScript", "Jupyter", 
-              "Kotlin", "PHP", "Perl", "Python", "Ruby", "Rust", "Shell", "Swift", "TypeScript", "V"]
+import datasets
 
-class RepoConfig(BuilderConfig):
-    """BuilderConfig for Repository."""
+logger = datasets.logging.get_logger(__name__)
 
-    def __init__(self, language, **kwargs):
-        """
-        Args:
-            language: the programming language of the repository
-            **kwargs: keyword arguments forwarded to super.
-        """
-        super().__init__(**kwargs)
-        self.language = language
 
-class Repository(GeneratorBasedBuilder):
-    """The Repository benchmark."""
+_HOMEPAGE = "https://github.com/atlasunified"
+
+
+_DESCRIPTION = "\
+Your description here.\
+"
+
+_LICENSE = "odc-by"
+
+_VARIANTS = {
+    "C#": {
+        "version": "1.0.0",
+        "download_size": 12345678,  # replace with actual size
+        "dataset_size": 12345678,   # replace with actual size
+        "splits": {
+            "train": {
+                "num_bytes": 12345678,  # replace with actual size
+                "num_examples": 12345678,   # replace with actual size
+                "files": [
+                    "data/C#.jsonl",
+                    # continue with other file paths...
+                ],
+            },
+        },
+    },
+    "C++": {
+        # similar structure as above, replace with actual data
+    },
+    # continue for other languages...
+}
+
+_FEATURES = datasets.Features(
+    added=datasets.Value("string"),
+    created=datasets.Value("string"),
+    id=datasets.Value("string"),
+    source=datasets.Value("string"),
+    text=datasets.Value("string"),
+    version=datasets.Value("string"),
+)
+
+_CITATION = """\
+Your citation here.
+"""
+
+
+class MyHFRepo(datasets.GeneratorBasedBuilder):
+    """Your dataset description here."""
 
     BUILDER_CONFIGS = [
-        RepoConfig(
-            name=lang.lower(),
-            version=Version("1.0.0"),
-            language=lang,
-            description=f"Repository of {lang} programs",
-        )
-        for lang in _LANGUAGES
+        datasets.BuilderConfig(name=name, version=config["version"])
+        for name, config in _VARIANTS.items()
     ]
 
-# to load a specific configuration of the dataset with the configuration name
-# replace 'csharp' with the desired language
-dataset = load_dataset('repository', 'csharp')
+    DEFAULT_CONFIG_NAME = "C#"  # replace with the language you want as default
+
+    def _info(self):
+        """Give information and typings for the dataset."""
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=_FEATURES,
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+            dataset_size=_VARIANTS[self.config.name]["dataset_size"],
+            download_size=_VARIANTS[self.config.name]["download_size"],
+        )
+
+    def _split_generators(self, dl_manager):
+        train_downloaded_files = dl_manager.download(
+            _VARIANTS[self.config.name]["splits"]["train"]["files"]
+        )
+        return [
+            datasets.SplitGenerator(
+                name=str(datasets.Split.TRAIN),
+                gen_kwargs={"filepaths": train_downloaded_files},
+            ),
+        ]
+
+    def _generate_examples(self, filepaths):
+        """This function returns the examples in the raw (text) form by
+        iterating on all the files."""
+        id_ = 0
+        for filepath in filepaths:
+            logger.info("generating examples from = %s", filepath)
+            with gzip.open(open(filepath, "rb"), "rt", encoding="utf-8") as f:
+                for line in f:
+                    if line:
+                        example = json.loads(line)
+                        yield id_, example
+                        id_ += 1