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Download src/explicit_learning/training/ledger.py from sungguk/visual-answerability: direct link, hf CLI and curl.
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11.3 kB
| """Crash-resumable, idempotent completion-token accounting.""" | |
| from __future__ import annotations | |
| import json | |
| from collections.abc import Iterable | |
| from dataclasses import dataclass | |
| from pathlib import Path | |
| from typing import Any | |
| from ..atomic_io import atomic_write_json | |
| from ..hashing import canonical_json_hash, is_sha256 | |
| class LedgerError(RuntimeError): | |
| """Raised on cap overflow, identity drift, or corrupted resume state.""" | |
| class CompletionEntry: | |
| completion_id: str | |
| token_count: int | |
| slot_id: str | None = None | |
| generation_index: int | None = None | |
| completion_sha256: str | None = None | |
| def to_dict(self) -> dict[str, Any]: | |
| row: dict[str, Any] = { | |
| "completion_id": self.completion_id, | |
| "token_count": self.token_count, | |
| } | |
| if self.slot_id is not None: | |
| row["slot_id"] = self.slot_id | |
| if self.generation_index is not None: | |
| row["generation_index"] = self.generation_index | |
| if self.completion_sha256 is not None: | |
| row["completion_sha256"] = self.completion_sha256 | |
| return row | |
| def completion_id(run_id: str, slot_id: str, generation_index: int) -> str: | |
| if not run_id or not slot_id: | |
| raise LedgerError("run_id and slot_id must be non-empty") | |
| if ( | |
| isinstance(generation_index, bool) | |
| or not isinstance(generation_index, int) | |
| or generation_index < 0 | |
| ): | |
| raise LedgerError("generation_index must be a non-negative integer") | |
| return canonical_json_hash( | |
| { | |
| "schema_version": 1, | |
| "run_id": run_id, | |
| "slot_id": slot_id, | |
| "generation_index": generation_index, | |
| } | |
| ) | |
| class CompletionTokenLedger: | |
| """Idempotent ledger whose state can be atomically checkpointed and resumed.""" | |
| SCHEMA_VERSION = 1 | |
| def __init__( | |
| self, | |
| *, | |
| run_id: str, | |
| max_tokens: int, | |
| config_sha256: str | None = None, | |
| data_manifest_sha256: str | None = None, | |
| comparison_slot_manifest_sha256: str | None = None, | |
| ) -> None: | |
| if not run_id: | |
| raise LedgerError("run_id must be non-empty") | |
| if isinstance(max_tokens, bool) or not isinstance(max_tokens, int) or max_tokens <= 0: | |
| raise LedgerError("max_tokens must be a positive integer") | |
| for name, value in ( | |
| ("config_sha256", config_sha256), | |
| ("data_manifest_sha256", data_manifest_sha256), | |
| ("comparison_slot_manifest_sha256", comparison_slot_manifest_sha256), | |
| ): | |
| if value is not None and not is_sha256(value): | |
| raise LedgerError(f"{name} is not a SHA-256") | |
| self.run_id = run_id | |
| self.max_tokens = max_tokens | |
| self.config_sha256 = config_sha256 | |
| self.data_manifest_sha256 = data_manifest_sha256 | |
| self.comparison_slot_manifest_sha256 = comparison_slot_manifest_sha256 | |
| self._entries: dict[str, CompletionEntry] = {} | |
| self._consumed = 0 | |
| def consumed_tokens(self) -> int: | |
| return self._consumed | |
| def remaining_tokens(self) -> int: | |
| return self.max_tokens - self._consumed | |
| def exhausted(self) -> bool: | |
| return self._consumed >= self.max_tokens | |
| def completion_count(self) -> int: | |
| return len(self._entries) | |
| def record( | |
| self, | |
| completion_key: str, | |
| token_count: int, | |
| *, | |
| slot_id: str | None = None, | |
| generation_index: int | None = None, | |
| completion_sha256: str | None = None, | |
| ) -> bool: | |
| """Record once; exact duplicates are resume-safe no-ops. | |
| Returns ``True`` for a new record and ``False`` for an identical replay. | |
| Reusing an ID with different metadata is corruption and fails. | |
| """ | |
| return self.record_many( | |
| [ | |
| CompletionEntry( | |
| completion_id=completion_key, | |
| token_count=token_count, | |
| slot_id=slot_id, | |
| generation_index=generation_index, | |
| completion_sha256=completion_sha256, | |
| ) | |
| ] | |
| )[0] | |
| def record_many(self, entries: Iterable[CompletionEntry]) -> tuple[bool, ...]: | |
| pending = list(entries) | |
| seen_pending: dict[str, CompletionEntry] = {} | |
| results: list[bool] = [] | |
| new_tokens = 0 | |
| for entry in pending: | |
| if not isinstance(entry.completion_id, str) or not entry.completion_id: | |
| raise LedgerError("completion_id must be non-empty") | |
| if ( | |
| isinstance(entry.token_count, bool) | |
| or not isinstance(entry.token_count, int) | |
| or entry.token_count < 0 | |
| ): | |
| raise LedgerError("token_count must be a non-negative integer") | |
| if entry.generation_index is not None and ( | |
| isinstance(entry.generation_index, bool) | |
| or not isinstance(entry.generation_index, int) | |
| or entry.generation_index < 0 | |
| ): | |
| raise LedgerError("generation_index must be a non-negative integer") | |
| if entry.slot_id is not None and ( | |
| not isinstance(entry.slot_id, str) or not entry.slot_id | |
| ): | |
| raise LedgerError("slot_id must be a non-empty string when supplied") | |
| if entry.completion_sha256 is not None and not is_sha256(entry.completion_sha256): | |
| raise LedgerError("completion_sha256 must be a SHA-256 when supplied") | |
| existing = self._entries.get(entry.completion_id) or seen_pending.get( | |
| entry.completion_id | |
| ) | |
| if existing is not None: | |
| if existing != entry: | |
| raise LedgerError( | |
| f"completion_id {entry.completion_id} was reused with different metadata" | |
| ) | |
| results.append(False) | |
| continue | |
| seen_pending[entry.completion_id] = entry | |
| new_tokens += entry.token_count | |
| results.append(True) | |
| if self._consumed + new_tokens > self.max_tokens: | |
| raise LedgerError( | |
| f"completion-token cap exceeded: {self._consumed}+{new_tokens}>{self.max_tokens}" | |
| ) | |
| for entry in seen_pending.values(): | |
| self._entries[entry.completion_id] = entry | |
| self._consumed += new_tokens | |
| return tuple(results) | |
| def to_dict(self) -> dict[str, Any]: | |
| entries = [self._entries[key].to_dict() for key in sorted(self._entries)] | |
| return { | |
| "schema_version": self.SCHEMA_VERSION, | |
| "run_id": self.run_id, | |
| "max_tokens": self.max_tokens, | |
| "consumed_tokens": self._consumed, | |
| "config_sha256": self.config_sha256, | |
| "data_manifest_sha256": self.data_manifest_sha256, | |
| "comparison_slot_manifest_sha256": self.comparison_slot_manifest_sha256, | |
| "entries": entries, | |
| } | |
| def save(self, path: str | Path) -> None: | |
| atomic_write_json(path, self.to_dict()) | |
| def load( | |
| cls, | |
| path: str | Path, | |
| *, | |
| expected_run_id: str | None = None, | |
| expected_max_tokens: int | None = None, | |
| expected_config_sha256: str | None = None, | |
| expected_data_manifest_sha256: str | None = None, | |
| expected_comparison_slot_manifest_sha256: str | None = None, | |
| ) -> CompletionTokenLedger: | |
| source = Path(path) | |
| try: | |
| value = json.loads(source.read_text(encoding="utf-8")) | |
| except (OSError, json.JSONDecodeError) as exc: | |
| raise LedgerError(f"cannot load ledger {source}: {exc}") from exc | |
| if not isinstance(value, dict) or value.get("schema_version") != cls.SCHEMA_VERSION: | |
| raise LedgerError("unsupported ledger schema") | |
| try: | |
| raw_max_tokens = value.get("max_tokens", 0) | |
| if isinstance(raw_max_tokens, bool) or not isinstance(raw_max_tokens, int): | |
| raise TypeError("max_tokens is not an integer") | |
| ledger = cls( | |
| run_id=str(value.get("run_id", "")), | |
| max_tokens=raw_max_tokens, | |
| config_sha256=value.get("config_sha256"), | |
| data_manifest_sha256=value.get("data_manifest_sha256"), | |
| comparison_slot_manifest_sha256=value.get("comparison_slot_manifest_sha256"), | |
| ) | |
| except (TypeError, ValueError, LedgerError) as exc: | |
| raise LedgerError(f"invalid ledger header: {exc}") from exc | |
| checks = ( | |
| ("run_id", expected_run_id, ledger.run_id), | |
| ("max_tokens", expected_max_tokens, ledger.max_tokens), | |
| ("config_sha256", expected_config_sha256, ledger.config_sha256), | |
| ( | |
| "data_manifest_sha256", | |
| expected_data_manifest_sha256, | |
| ledger.data_manifest_sha256, | |
| ), | |
| ( | |
| "comparison_slot_manifest_sha256", | |
| expected_comparison_slot_manifest_sha256, | |
| ledger.comparison_slot_manifest_sha256, | |
| ), | |
| ) | |
| for name, expected, actual in checks: | |
| if expected is not None and expected != actual: | |
| raise LedgerError(f"resume {name} mismatch: {actual!r} != {expected!r}") | |
| raw_entries = value.get("entries") | |
| if not isinstance(raw_entries, list): | |
| raise LedgerError("ledger entries must be a list") | |
| entries: list[CompletionEntry] = [] | |
| for raw in raw_entries: | |
| if not isinstance(raw, dict): | |
| raise LedgerError("ledger entry must be an object") | |
| try: | |
| token_count = raw.get("token_count", -1) | |
| generation_index = raw.get("generation_index") | |
| if isinstance(token_count, bool) or not isinstance(token_count, int): | |
| raise TypeError("token_count is not an integer") | |
| if generation_index is not None and ( | |
| isinstance(generation_index, bool) or not isinstance(generation_index, int) | |
| ): | |
| raise TypeError("generation_index is not an integer") | |
| entries.append( | |
| CompletionEntry( | |
| completion_id=str(raw.get("completion_id", "")), | |
| token_count=token_count, | |
| slot_id=raw.get("slot_id"), | |
| generation_index=generation_index, | |
| completion_sha256=raw.get("completion_sha256"), | |
| ) | |
| ) | |
| except (TypeError, ValueError) as exc: | |
| raise LedgerError(f"invalid ledger entry: {exc}") from exc | |
| ledger.record_many(entries) | |
| raw_consumed = value.get("consumed_tokens") | |
| if isinstance(raw_consumed, bool) or not isinstance(raw_consumed, int): | |
| raise LedgerError("ledger consumed_tokens must be an integer") | |
| if ledger.consumed_tokens != raw_consumed: | |
| raise LedgerError("ledger consumed_tokens does not equal entry sum") | |
| return ledger | |