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code-review
defect-detection
software-engineering
label-noise
uncertainty-quantification
python
License:
| """Local git access for the node projection. | |
| The ground truth records each candidate node against a concrete ``(base, after)`` diff | |
| of a repository. To lift a predicted line to the same node, CoReDD needs the source at | |
| those commits. It reads them from a **local clone** of each benchmark repository via | |
| pygit2 -- no network, no cloud. The caller supplies the directory the clones live under. | |
| ``GitRepository`` exposes exactly the three operations the projection needs | |
| (``parents``/``diff``/``blob``), copied from the pipeline's ``VersionControl`` so the | |
| lift is byte-for-byte the one that built the labels. ``RepositorySet`` maps a | |
| ``owner/repo`` name to its clone and hands out one warm projection per repository. | |
| """ | |
| from __future__ import annotations | |
| from pathlib import Path | |
| import pygit2 | |
| from coredd.projection import NodeProjection | |
| class GitRepository: | |
| """The git operations :class:`~coredd.projection.NodeProjection` needs, on a clone.""" | |
| def __init__(self, repository: pygit2.Repository) -> None: | |
| self._repository = repository | |
| def open(cls, path: str | Path) -> "GitRepository": | |
| """Open a local clone (working tree or bare) at *path*.""" | |
| return cls(pygit2.Repository(str(path))) | |
| def parents(self, commit: str) -> list[str]: | |
| """Return parent SHAs of *commit*.""" | |
| obj = self._repository.get(commit) | |
| if obj is None: | |
| raise ValueError(f"Commit {commit} not found in repository") | |
| c = obj.peel(pygit2.Commit) | |
| return [str(pid) for pid in c.parent_ids] | |
| def diff(self, base: str, after: str, *, context: int = 0) -> pygit2.Diff: | |
| """Return the libgit2 diff between *base* and *after* trees.""" | |
| base_obj = self._repository.get(base) | |
| if base_obj is None: | |
| raise ValueError(f"Commit {base} not found") | |
| after_obj = self._repository.get(after) | |
| if after_obj is None: | |
| raise ValueError(f"Commit {after} not found") | |
| base_commit = base_obj.peel(pygit2.Commit) | |
| after_commit = after_obj.peel(pygit2.Commit) | |
| diff = self._repository.diff( | |
| base_commit.tree, | |
| after_commit.tree, | |
| context_lines=context, | |
| interhunk_lines=0, | |
| ) | |
| diff.find_similar( | |
| flags=( | |
| pygit2.enums.DiffFind.FIND_COPIES | |
| | pygit2.enums.DiffFind.FIND_COPIES_FROM_UNMODIFIED | |
| | pygit2.enums.DiffFind.FIND_RENAMES | |
| | pygit2.enums.DiffFind.FIND_RENAMES_FROM_REWRITES | |
| ), | |
| copy_threshold=50, | |
| rename_threshold=50, | |
| rename_from_rewrite_threshold=50, | |
| rename_limit=1000, | |
| ) | |
| return diff | |
| def blob(self, commit: str, path: str) -> bytes: | |
| """Return the raw bytes of *path* at *commit*.""" | |
| obj = self._repository.get(commit) | |
| if obj is None: | |
| raise ValueError(f"Commit {commit} not found") | |
| commit_obj = obj.peel(pygit2.Commit) | |
| try: | |
| entry = commit_obj.tree[path] | |
| except KeyError: | |
| raise FileNotFoundError(f"{path} not found in commit {commit}") | |
| blob = self._repository.get(entry.id) | |
| if not isinstance(blob, pygit2.Blob): | |
| raise ValueError(f"{path} is not a blob in commit {commit}") | |
| return blob.data | |
| class RepositorySet: | |
| """Resolve ``owner/repo`` names to local clones and their warm projections.""" | |
| def __init__(self, root: str | Path) -> None: | |
| self._root = Path(root) | |
| self._repositories: dict[str, GitRepository] = {} | |
| self._projections: dict[str, NodeProjection] = {} | |
| def repository(self, name: str) -> GitRepository: | |
| """Return the git handle for ``owner/repo``, opening its clone lazily. | |
| The clone is looked up at ``root/owner/repo``, then ``root/repo`` and | |
| ``root/repo.git``. A missing clone raises so the failure names the repository. | |
| """ | |
| if name not in self._repositories: | |
| self._repositories[name] = GitRepository.open(self._locate(name)) | |
| return self._repositories[name] | |
| def projection(self, name: str) -> NodeProjection: | |
| """Return one node projection per repository, sharing its warm caches.""" | |
| if name not in self._projections: | |
| self._projections[name] = NodeProjection(self.repository(name)) | |
| return self._projections[name] | |
| def _locate(self, name: str) -> Path: | |
| owner, _, repo = name.partition("/") | |
| candidates = [ | |
| self._root / owner / repo, | |
| self._root / repo, | |
| self._root / f"{repo}.git", | |
| self._root / name, | |
| ] | |
| for candidate in candidates: | |
| if (candidate / ".git").exists() or (candidate / "HEAD").exists(): | |
| return candidate | |
| raise FileNotFoundError( | |
| f"No local clone of {name!r} under {self._root} " | |
| f"(looked for {', '.join(str(c) for c in candidates)}). " | |
| f"Clone the benchmark repositories there first." | |
| ) | |