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Tabular Classification
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Tags:
economics
quantitative-finance
causal-inference
macroeconomics
housing-economics
market-microstructure
License:
| """Checksums, Git state, and JSON artifact helpers.""" | |
| from __future__ import annotations | |
| import hashlib | |
| import json | |
| import os | |
| import platform | |
| import stat | |
| import subprocess | |
| import sys | |
| import tempfile | |
| from collections.abc import Mapping | |
| from dataclasses import asdict, dataclass | |
| from datetime import UTC, datetime | |
| from pathlib import Path | |
| from types import ModuleType | |
| from typing import Any | |
| class GitState: | |
| commit: str | |
| dirty: bool | |
| class ImportOriginError(RuntimeError): | |
| """Raised when loaded project code does not belong to one source root.""" | |
| def _canonical_absolute_path(value: str | Path, label: str) -> Path: | |
| path = Path(value) | |
| if not path.is_absolute() or path != Path(os.path.abspath(path)): | |
| raise ImportOriginError(f"{label} must be a canonical absolute path") | |
| return path | |
| def _reject_symlink_path(path: Path, label: str) -> None: | |
| """Reject a missing path or any symlink component without following it.""" | |
| current = Path(path.anchor) | |
| for component in path.parts[1:]: | |
| current /= component | |
| try: | |
| metadata = current.lstat() | |
| except OSError as error: | |
| raise ImportOriginError(f"cannot inspect {label}: {current}") from error | |
| if stat.S_ISLNK(metadata.st_mode): | |
| raise ImportOriginError(f"{label} contains symlink component: {current}") | |
| def _loaded_module(value: str | ModuleType) -> tuple[str, ModuleType]: | |
| if isinstance(value, str): | |
| name = value | |
| module = sys.modules.get(name) | |
| if not isinstance(module, ModuleType): | |
| raise ImportOriginError(f"required project module is not loaded: {name}") | |
| elif isinstance(value, ModuleType): | |
| module = value | |
| name = module.__name__ | |
| if not name or sys.modules.get(name) is not module: | |
| raise ImportOriginError( | |
| "loaded project module object is not its canonical sys.modules entry" | |
| ) | |
| else: | |
| raise TypeError("project module authorities must be module names or module objects") | |
| if name != "microstructure" and not name.startswith("microstructure."): | |
| raise ImportOriginError(f"module is outside the microstructure namespace: {name}") | |
| return name, module | |
| def assert_project_module_origins( | |
| project_root: str | Path, | |
| *modules: str | ModuleType, | |
| ) -> None: | |
| """Prove that loaded project modules come from one unsymlinked checkout. | |
| The check is intentionally about the code that Python actually loaded, not | |
| merely the checkout whose bytes were hashed for provenance. Every module | |
| and its loaded parent packages must have a canonical ``__file__`` matching | |
| its name below ``<project_root>/src/microstructure``. Package search paths | |
| must contain exactly that one directory, closing mixed/editable namespace | |
| cases where a clean checkout is hashed while code executes elsewhere. | |
| """ | |
| root = _canonical_absolute_path(project_root, "project root") | |
| source_root = root / "src" / "microstructure" | |
| _reject_symlink_path(source_root, "project source root") | |
| try: | |
| source_metadata = source_root.lstat() | |
| except OSError as error: # pragma: no cover - covered by path walk above | |
| raise ImportOriginError("project source root is unavailable") from error | |
| if not stat.S_ISDIR(source_metadata.st_mode): | |
| raise ImportOriginError("project source root is not a regular directory") | |
| try: | |
| resolved_source_root = source_root.resolve(strict=True) | |
| except OSError as error: # pragma: no cover - covered by path walk above | |
| raise ImportOriginError("project source root cannot be resolved") from error | |
| requested: dict[str, ModuleType] = {} | |
| for value in ("microstructure", "microstructure.provenance", *modules): | |
| name, module = _loaded_module(value) | |
| previous = requested.setdefault(name, module) | |
| if previous is not module: | |
| raise ImportOriginError(f"mixed loaded module objects for {name}") | |
| components = name.split(".") | |
| for length in range(1, len(components)): | |
| parent_name = ".".join(components[:length]) | |
| parent, parent_module = _loaded_module(parent_name) | |
| previous_parent = requested.setdefault(parent, parent_module) | |
| if previous_parent is not parent_module: | |
| raise ImportOriginError(f"mixed loaded module objects for {parent}") | |
| for name, module in sorted(requested.items()): | |
| raw_file = getattr(module, "__file__", None) | |
| if type(raw_file) is not str or not raw_file: | |
| raise ImportOriginError(f"loaded project module lacks __file__ authority: {name}") | |
| observed = _canonical_absolute_path(raw_file, f"loaded module {name}") | |
| _reject_symlink_path(observed, f"loaded module {name}") | |
| try: | |
| metadata = observed.lstat() | |
| resolved = observed.resolve(strict=True) | |
| except OSError as error: | |
| raise ImportOriginError(f"loaded project module is unavailable: {name}") from error | |
| if not stat.S_ISREG(metadata.st_mode): | |
| raise ImportOriginError(f"loaded project module is not a regular source file: {name}") | |
| try: | |
| resolved.relative_to(resolved_source_root) | |
| except ValueError as error: | |
| raise ImportOriginError( | |
| f"loaded project module comes from a foreign source root: {name}" | |
| ) from error | |
| relative_parts = name.split(".")[1:] | |
| package_path = getattr(module, "__path__", None) | |
| if package_path is None: | |
| expected = source_root.joinpath(*relative_parts).with_suffix(".py") | |
| else: | |
| expected_directory = source_root.joinpath(*relative_parts) | |
| try: | |
| search_paths = tuple(package_path) | |
| except TypeError as error: | |
| raise ImportOriginError( | |
| f"loaded package search path is malformed: {name}" | |
| ) from error | |
| if len(search_paths) != 1 or type(search_paths[0]) is not str: | |
| raise ImportOriginError(f"loaded package has a mixed namespace path: {name}") | |
| search_path = _canonical_absolute_path( | |
| search_paths[0], f"loaded package search path {name}" | |
| ) | |
| _reject_symlink_path(search_path, f"loaded package search path {name}") | |
| try: | |
| resolved_search_path = search_path.resolve(strict=True) | |
| except OSError as error: | |
| raise ImportOriginError(f"loaded package path is unavailable: {name}") from error | |
| if resolved_search_path != expected_directory: | |
| raise ImportOriginError(f"loaded package has a foreign namespace path: {name}") | |
| expected = expected_directory / "__init__.py" | |
| if resolved != expected: | |
| raise ImportOriginError( | |
| f"loaded project module path does not match its module name: {name}" | |
| ) | |
| def sha256_file(path: str | Path, chunk_size: int = 1024 * 1024) -> str: | |
| """Hash a file without loading it into memory.""" | |
| digest = hashlib.sha256() | |
| with Path(path).open("rb") as handle: | |
| while chunk := handle.read(chunk_size): | |
| digest.update(chunk) | |
| return digest.hexdigest() | |
| def utc_now_iso() -> str: | |
| return datetime.now(UTC).isoformat().replace("+00:00", "Z") | |
| def git_state(project_root: str | Path) -> GitState: | |
| """Return the repository commit and dirty state, including unborn repos.""" | |
| root = Path(project_root) | |
| revision = subprocess.run( | |
| ["git", "rev-parse", "HEAD"], | |
| cwd=root, | |
| check=False, | |
| capture_output=True, | |
| text=True, | |
| ) | |
| commit = revision.stdout.strip() if revision.returncode == 0 else "UNBORN" | |
| status = subprocess.run( | |
| ["git", "status", "--porcelain"], | |
| cwd=root, | |
| check=False, | |
| capture_output=True, | |
| text=True, | |
| ) | |
| return GitState(commit=commit, dirty=bool(status.stdout.strip())) | |
| def strict_git_state(project_root: str | Path) -> GitState: | |
| """Return Git identity only when both revision and status commands succeed. | |
| Generic sample workflows intentionally retain ``git_state``'s historical | |
| non-repository fallback. Prospective producers use this stricter boundary | |
| so a failed ``git status`` can never masquerade as a clean worktree. | |
| """ | |
| root = Path(project_root) | |
| environment = {**os.environ, "GIT_OPTIONAL_LOCKS": "0"} | |
| revision = subprocess.run( | |
| ["git", "rev-parse", "HEAD"], | |
| cwd=root, | |
| check=False, | |
| capture_output=True, | |
| text=True, | |
| env=environment, | |
| ) | |
| status = subprocess.run( | |
| ["git", "status", "--porcelain"], | |
| cwd=root, | |
| check=False, | |
| capture_output=True, | |
| text=True, | |
| env=environment, | |
| ) | |
| if revision.returncode != 0 or status.returncode != 0: | |
| raise RuntimeError("unable to determine strict Git working-tree identity") | |
| return GitState(commit=revision.stdout.strip(), dirty=bool(status.stdout.strip())) | |
| def git_source_tree_sha256(project_root: str | Path) -> str: | |
| """Hash exact tracked and non-ignored untracked working-tree bytes. | |
| The Git revision plus a dirty boolean cannot distinguish two different | |
| patches on the same commit. This digest is path-stable, excludes ignored | |
| raw/run artifacts, and streams file content so provenance remains exact | |
| without loading the source tree into memory. | |
| """ | |
| requested_root = Path(project_root).resolve() | |
| repository = subprocess.run( | |
| ["git", "rev-parse", "--show-toplevel"], | |
| cwd=requested_root, | |
| check=False, | |
| capture_output=True, | |
| text=True, | |
| ) | |
| if repository.returncode != 0: | |
| return hashlib.sha256(b"NOT_A_GIT_WORKTREE").hexdigest() | |
| repository_root = Path(repository.stdout.strip()).resolve() | |
| listing = subprocess.run( | |
| ["git", "ls-files", "-z", "--cached", "--others", "--exclude-standard"], | |
| cwd=repository_root, | |
| check=False, | |
| capture_output=True, | |
| ) | |
| if listing.returncode != 0: | |
| raise RuntimeError("unable to enumerate Git source-tree files") | |
| digest = hashlib.sha256() | |
| relative_paths = sorted(item for item in listing.stdout.split(b"\0") if item) | |
| for encoded_relative in relative_paths: | |
| relative = Path(os.fsdecode(encoded_relative)) | |
| path = repository_root / relative | |
| digest.update(len(encoded_relative).to_bytes(8, "big")) | |
| digest.update(encoded_relative) | |
| if path.exists() or path.is_symlink(): | |
| digest.update((path.lstat().st_mode & 0o7777).to_bytes(4, "big")) | |
| if path.is_symlink(): | |
| target = os.readlink(path).encode("utf-8", errors="surrogateescape") | |
| digest.update(b"SYMLINK\0") | |
| digest.update(len(target).to_bytes(8, "big")) | |
| digest.update(target) | |
| elif path.is_file(): | |
| digest.update(b"FILE\0") | |
| digest.update(sha256_file(path).encode()) | |
| elif path.exists(): | |
| digest.update(b"OTHER\0") | |
| else: | |
| digest.update(b"MISSING\0") | |
| return digest.hexdigest() | |
| def runtime_metadata() -> dict[str, str]: | |
| return { | |
| "python": sys.version.split()[0], | |
| "platform": platform.platform(), | |
| "machine": platform.machine(), | |
| } | |
| def write_json(path: str | Path, payload: Mapping[str, Any] | list[Any]) -> None: | |
| """Atomically write stable, human-readable JSON.""" | |
| destination = Path(path) | |
| destination.parent.mkdir(parents=True, exist_ok=True) | |
| handle, temporary_name = tempfile.mkstemp( | |
| dir=destination.parent, | |
| prefix=f".{destination.name}.", | |
| suffix=".tmp", | |
| text=True, | |
| ) | |
| try: | |
| with os.fdopen(handle, "w", encoding="utf-8") as stream: | |
| json.dump(payload, stream, indent=2, sort_keys=True, allow_nan=False) | |
| stream.write("\n") | |
| stream.flush() | |
| os.fsync(stream.fileno()) | |
| os.replace(temporary_name, destination) | |
| directory_descriptor = os.open(destination.parent, os.O_RDONLY) | |
| try: | |
| os.fsync(directory_descriptor) | |
| finally: | |
| os.close(directory_descriptor) | |
| except BaseException: | |
| Path(temporary_name).unlink(missing_ok=True) | |
| raise | |
| def read_json(path: str | Path) -> Any: | |
| with Path(path).open(encoding="utf-8") as handle: | |
| return json.load(handle) | |
| def provenance_header( | |
| *, | |
| project_root: str | Path, | |
| config_hash: str, | |
| evidence_tier: str, | |
| input_manifests: list[str], | |
| ) -> dict[str, Any]: | |
| state = git_state(project_root) | |
| git = asdict(state) | |
| git["source_tree_sha256"] = git_source_tree_sha256(project_root) | |
| return { | |
| "generated_at_utc": utc_now_iso(), | |
| "evidence_tier": evidence_tier, | |
| "config_sha256": config_hash, | |
| "input_manifest_sha256": sorted(input_manifests), | |
| "git": git, | |
| "runtime": runtime_metadata(), | |
| } | |