Add prose-repair pipeline implementation (10 stages, DMNR masking, typed repair, 6-tool quality ensemble)
b7d696b verified | """ | |
| Document object: the single atomic unit threading the whole pipeline. | |
| It carries: | |
| - the current (possibly masked) text | |
| - structured segments (code/math/structured) sliced out by masking, kept in | |
| LIFO order | |
| - an audit record for every change (stage number, operation, target segment, | |
| pre/post SHA-256) | |
| - rollbackable snapshots (pre-stage text snapshots that allow whole-stage undo) | |
| Design principles (paper Section 3.6): integrity, rollbackability, | |
| traceability, byte-level fidelity. | |
| """ | |
| from __future__ import annotations | |
| import enum | |
| import hashlib | |
| import time | |
| from dataclasses import dataclass, field | |
| from typing import Any, Dict, List, Optional | |
| def sha256_text(text: str) -> str: | |
| """Compute SHA-256 over the UTF-8 encoding of the text (used for integrity checks and auditing).""" | |
| return hashlib.sha256(text.encode("utf-8")).hexdigest() | |
| class SegmentType(enum.Enum): | |
| PROSE = "PROSE" | |
| CODE = "CODE" | |
| MATH = "MATH" | |
| STRUCTURED = "STRUCTURED" # tables / JSON / YAML / TOML / XML / CSV / Markdown | |
| class Segment: | |
| """A non-prose segment sliced out by masking.""" | |
| seg_type: SegmentType | |
| placeholder: str # placeholder that replaces it in the text (includes PUA sentinels) | |
| original_content: str # original content (used for LIFO restore / SHA check) | |
| content_sha256: str # hash of content at the moment of masking | |
| repaired_content: Optional[str] = None # type-specific-repaired content | |
| repaired_validated: bool = False # whether pre-restore type-specific validation passed | |
| nesting_depth: int = 0 # inner-to-outer extraction depth (basis for LIFO restore) | |
| meta: Dict[str, Any] = field(default_factory=dict) | |
| def make(cls, seg_type: SegmentType, placeholder: str, content: str, | |
| nesting_depth: int = 0, **meta) -> "Segment": | |
| return cls( | |
| seg_type=seg_type, | |
| placeholder=placeholder, | |
| original_content=content, | |
| content_sha256=sha256_text(content), | |
| nesting_depth=nesting_depth, | |
| meta=meta, | |
| ) | |
| class AuditRecord: | |
| """A single-change audit record (paper Section 3.6, fourth principle).""" | |
| stage: int | |
| operation: str | |
| target: str # target object ("document" / segment placeholder, etc.) | |
| sha_before: str | |
| sha_after: str | |
| note: str = "" | |
| ts: float = field(default_factory=time.time) | |
| class Document: | |
| # --- raw + current state --- | |
| raw_bytes: bytes = b"" | |
| original_text: str = "" # text after Stage 1 decoding (basis for rollback) | |
| text: str = "" # current (possibly masked) text | |
| # --- upstream metadata (used by the Stage 1 priority cascade) --- | |
| http_charset: Optional[str] = None # HTTP Content-Type declaration | |
| html_meta_charset: Optional[str] = None # <meta charset> | |
| has_dom: bool = False # upstream retains an HTML DOM | |
| dom_html: Optional[str] = None # raw HTML (used by the DOM-priority path) | |
| source_hint: Optional[str] = None # e.g. "ocr" / "rfc" / "email" | |
| # --- masked segments (LIFO) --- | |
| segments: List[Segment] = field(default_factory=list) | |
| # --- quality + state --- | |
| detected_encoding: Optional[str] = None | |
| quality_passed: Optional[bool] = None | |
| quality_score: Optional[float] = None | |
| discarded: bool = False | |
| discard_reason: str = "" | |
| # --- audit + rollback --- | |
| audit: List[AuditRecord] = field(default_factory=list) | |
| _snapshots: Dict[int, str] = field(default_factory=dict) # stage -> text snapshot | |
| meta: Dict[str, Any] = field(default_factory=dict) | |
| # ---------------------------------------------------------------- # | |
| def snapshot(self, stage: int) -> None: | |
| """Save a text snapshot before a stage starts, enabling whole-stage rollback.""" | |
| self._snapshots[stage] = self.text | |
| def rollback(self, stage: int) -> None: | |
| if stage in self._snapshots: | |
| self.text = self._snapshots[stage] | |
| def record(self, stage: int, operation: str, sha_before: str, | |
| target: str = "document", note: str = "") -> None: | |
| self.audit.append(AuditRecord( | |
| stage=stage, operation=operation, target=target, | |
| sha_before=sha_before, sha_after=sha256_text(self.text), note=note, | |
| )) | |
| def apply(self, stage: int, operation: str, new_text: str, | |
| target: str = "document", note: str = "") -> None: | |
| """Apply a text-level change and auto-record it.""" | |
| sha_before = sha256_text(self.text) | |
| self.text = new_text | |
| self.record(stage, operation, sha_before, target, note) | |
| def next_segment_index(self) -> int: | |
| return len(self.segments) | |