Upload github-top-projects.py with huggingface_hub

github-top-projects.py

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+"""
+Dataset loading script for github-top-projects with multiple configurations
+"""
+import csv
+import datasets
+
+_CITATION = """\
+@dataset{github_trending_2013_2025,
+  title={GitHub Trending Projects Dataset (2013-2025)},
+  author={Ronan Takizawa},
+  year={2025},
+  publisher={Hugging Face},
+  url={https://huggingface.co/datasets/ronantakizawa/github-top-projects}
+}
+"""
+
+_DESCRIPTION = """\
+A comprehensive dataset of 423,098 GitHub trending repository entries spanning 12+ years (August 2013 - November 2025).
+
+This dataset has two configurations:
+- 'full': Complete daily trending data (423,098 entries)
+- 'monthly': Top 25 repositories per month with weighted scoring (3,200 entries)
+"""
+
+_HOMEPAGE = "https://huggingface.co/datasets/ronantakizawa/github-top-projects"
+
+_LICENSE = "MIT"
+
+_URLS = {
+    "full": "github-trending-projects-full.csv",
+    "monthly": "github-top-projects-by-month.csv",
+}
+
+
+class GitHubTopProjectsConfig(datasets.BuilderConfig):
+    """BuilderConfig for GitHubTopProjects."""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig for GitHubTopProjects.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(GitHubTopProjectsConfig, self).__init__(**kwargs)
+
+
+class GitHubTopProjects(datasets.GeneratorBasedBuilder):
+    """GitHub Trending Projects Dataset"""
+
+    BUILDER_CONFIGS = [
+        GitHubTopProjectsConfig(
+            name="full",
+            version=datasets.Version("1.0.0"),
+            description="Complete daily trending data (423,098 entries)",
+        ),
+        GitHubTopProjectsConfig(
+            name="monthly",
+            version=datasets.Version("1.0.0"),
+            description="Top 25 repositories per month with weighted scoring (3,200 entries)",
+        ),
+    ]
+
+    DEFAULT_CONFIG_NAME = "full"
+
+    def _info(self):
+        if self.config.name == "full":
+            features = datasets.Features(
+                {
+                    "name": datasets.Value("string"),
+                    "star_count": datasets.Value("int64"),
+                    "fork_count": datasets.Value("int64"),
+                    "repo_owner": datasets.Value("string"),
+                    "rank": datasets.Value("int64"),
+                    "date": datasets.Value("string"),
+                }
+            )
+        else:  # monthly
+            features = datasets.Features(
+                {
+                    "month": datasets.Value("string"),
+                    "rank": datasets.Value("int64"),
+                    "repository": datasets.Value("string"),
+                    "repo_owner": datasets.Value("string"),
+                    "repo_name": datasets.Value("string"),
+                    "star_count": datasets.Value("int64"),
+                    "fork_count": datasets.Value("int64"),
+                    "ranking_appearances": datasets.Value("int64"),
+                }
+            )
+
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        urls = _URLS[self.config.name]
+        data_file = dl_manager.download_and_extract(urls)
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "filepath": data_file,
+                },
+            ),
+        ]
+
+    def _generate_examples(self, filepath):
+        """Yields examples."""
+        with open(filepath, encoding="utf-8") as f:
+            reader = csv.DictReader(f)
+            for idx, row in enumerate(reader):
+                if self.config.name == "full":
+                    yield idx, {
+                        "name": row["name"],
+                        "star_count": int(row["star_count"]) if row["star_count"] else 0,
+                        "fork_count": int(row["fork_count"]) if row["fork_count"] else 0,
+                        "repo_owner": row["repo_owner"],
+                        "rank": int(row["rank"]) if row["rank"] else 0,
+                        "date": row["date"],
+                    }
+                else:  # monthly
+                    yield idx, {
+                        "month": row["month"],
+                        "rank": int(row["rank"]),
+                        "repository": row["repository"],
+                        "repo_owner": row["repo_owner"],
+                        "repo_name": row["repo_name"],
+                        "star_count": int(row["star_count"]) if row["star_count"] else 0,
+                        "fork_count": int(row["fork_count"]) if row["fork_count"] else 0,
+                        "ranking_appearances": int(row["ranking_appearances"]),
+                    }