“”“
FK资金池 — Token余额 & 收支明细账簿 (token_ledger.py)

精确追踪FK资金池的Token总量、日增量、分来源收支明细。

数据源:

• task_exec.log 中的 [METRIC] 行 → 来源: FK巡检任务
• 范式产出文件 → 编码范式 + 推理范式
• RSS/arXiv/GitHub/HF 情报产出
• 财务报告 finance_*.md

账簿维度:

• FK-Total (资金池Token总量)
• Daily-Delta (日净增量)
• By-Source (按来源分类: 编码/推理/情报/进化/存储)
• By-Tier (按层级: 硬锚/流通/自留)
  “”“

import os
import sys
import re
import json
from pathlib import Path
from datetime import datetime, timezone, timedelta
from typing import Dict, List, Optional, Tuple

TZ = timezone(timedelta(hours=8))
HERMES_ROOT = Path(os.path.expandvars(r“%USERPROFILE%“)) / “.hermes”
FK_MGMT = HERMES_ROOT / “掠夺资产” / “代码资产库” / “fk_mgmt”
LEDGER_PATH = FK_MGMT / “token_ledger.json”
LOG_PATH = HERMES_ROOT / “logs” / “fk_token_ledger.log”

class TokenLedger:
“”“Token余额账簿。提供FK资金池的Token级精确追踪。”““

# ─── 来源分类正则 ─────────────────────────────────────────
SOURCE_PATTERNS = {
    "编码范式": [
        r"编码.*?(\d+[\d,]*)\s*B", r"paradigm_code.*?(\d+[\d,]*)B",
        r"编码范式.*?(\d+[\d,]*)B", r"codename.*?(\d+[\d,]*)B",
    ],
    "推理范式": [
        r"推理.*?(\d+[\d,]*)\s*B", r"paradigm_reason.*?(\d+[\d,]*)B",
        r"推理范式.*?(\d+[\d,]*)B",
    ],
    "情报产出": [
        r"arXiv.*?(\d+[\d,]*)B", r"RSS.*?(\d+[\d,]*)B",
        r"GitHub.*?(\d+[\d,]*)B", r"rss_daily.*?(\d+[\d,]*)B",
        r"github_daily.*?(\d+[\d,]*)B", r"hf_daily.*?(\d+[\d,]*)B",
    ],
    "进化闭环": [
        r"进化.*?(\d+[\d,]*)B", r"self_evolver.*?(\d+[\d,]*)B",
        r"autonomous_loop.*?(\d+[\d,]*)B",
    ],
    "存储沉淀": [
        r"memory.*?(\d+[\d,]*)B", r"backups.*?(\d+[\d,]*)B",
        r"paradigm.*?files?.*?(\d+[\d,]*)\s*B",
    ],
}

FK_TOTAL_PATTERN = re.compile(
    r'FK[-\s]*(?:Total|总量|资金池)[：:\s]*[~≈]?(\d+[\d,]*)\s*(?:B|MB|KB)',
    re.IGNORECASE
)

def __init__(self):
    self.ledger = self._load_ledger()
    self.today = datetime.now(TZ).strftime("%Y-%m-%d")

def _load_ledger(self) -> dict:
    """加载持久化账簿。"""
    if LEDGER_PATH.exists():
        try:
            return json.loads(LEDGER_PATH.read_text(encoding="utf-8"))
        except (json.JSONDecodeError, OSError):
            pass
    return {
        "fk_total_b": 0,
        "fk_total_mb": 0.0,
        "daily_records": {},
        "source_breakdown": {},
        "last_updated": None,
    }

def _save_ledger(self):
    """持久化账簿。"""
    LEDGER_PATH.parent.mkdir(parents=True, exist_ok=True)
    self.ledger["last_updated"] = datetime.now(TZ).isoformat()
    LEDGER_PATH.write_text(json.dumps(self.ledger, ensure_ascii=False, indent=2), encoding="utf-8")

def log(self, msg: str):
    """写入Token账簿日志。"""
    ts = datetime.now(TZ).strftime("%Y-%m-%d %H:%M:%S")
    line = f"[{ts}] [TOKEN-LEDGER] {msg}"
    os.makedirs(LOG_PATH.parent, exist_ok=True)
    with open(LOG_PATH, "a", encoding="utf-8") as f:
        f.write(line + "\n")

def _parse_bytes(self, s: str) -> int:
    """解析大小字符串 (如 '13.32MB' → 13320000)。"""
    s = s.strip().replace(",", "")
    multipliers = {"B": 1, "KB": 1024, "MB": 1024**2, "GB": 1024**3}
    for unit, mult in multipliers.items():
        if s.upper().endswith(unit):
            try:
                num = float(s[: -len(unit)].strip())
                return int(num * mult)
            except ValueError:
                pass
    try:
        return int(s)
    except ValueError:
        return 0

def scan_task_log(self) -> Dict:
    """扫描 task_exec.log 提取Token收支数据。"""
    task_log = HERMES_ROOT / "logs" / "task_exec.log"
    if not task_log.exists():
        return {"error": "task_exec.log 不存在"}

    content = task_log.read_text(encoding="utf-8", errors="replace")
    lines = content.split("\n")

    # 提取FK总量
    fk_total_b = 0
    for line in reversed(lines):
        m = self.FK_TOTAL_PATTERN.search(line)
        if m:
            raw_val = m.group(1).replace(",", "")
            try:
                num = float(raw_val)
                if "MB" in line[m.start():m.end()].upper():
                    fk_total_b = int(num  *1024*  1024)
                elif "KB" in line[m.start():m.end()].upper():
                    fk_total_b = int(num * 1024)
                else:
                    fk_total_b = int(num)
            except ValueError:
                pass
            if fk_total_b > 0:
                break

    # 提取按来源收支
    source_totals = {k: 0 for k in self.SOURCE_PATTERNS}
    for line in lines[-500:]:
        for source, patterns in self.SOURCE_PATTERNS.items():
            for pat in patterns:
                m = re.search(pat, line, re.IGNORECASE)
                if m:
                    try:
                        val = self._parse_bytes(m.group(1))
                        source_totals[source] += val
                    except (ValueError, IndexError):
                        pass
                    break

    return {
        "fk_total_b": fk_total_b,
        "source_breakdown": source_totals,
        "lines_scanned": len(lines),
    }

def scan_finance_report(self) -> Optional[Dict]:
    """读取最近财务报告获取权威数据。"""
    finance_dir = HERMES_ROOT / "台账" / "财务数据"
    if not finance_dir.exists():
        return None

    reports = sorted(finance_dir.glob("finance_*.md"), reverse=True)
    if not reports:
        return None

    latest = reports[0]
    content = latest.read_text(encoding="utf-8", errors="replace")

    result = {"report_file": latest.name}
    # 提取FK总量
    m = re.search(r'FK[-\s]*(?:Total|资金池|总量)[：:\s]*[~≈]?(\d+\.?\d*)\s*(MB|KB|B)', content, re.IGNORECASE)
    if m

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