From b23f00f41aedb2eff5dacea407f003b992cc1c37 Mon Sep 17 00:00:00 2001 From: Codex Date: Fri, 18 Sep 2026 02:32:14 -0700 Subject: [PATCH] deploy standalone ASR pipeline on tools-pve --- servers/tools-pve/asr-pipeline/.dockerignore | 7 + servers/tools-pve/asr-pipeline/.env.example | 11 + servers/tools-pve/asr-pipeline/.gitignore | 4 + servers/tools-pve/asr-pipeline/Dockerfile | 34 + servers/tools-pve/asr-pipeline/README.md | 51 + .../asr-pipeline/asrpipe/__init__.py | 0 servers/tools-pve/asr-pipeline/asrpipe/cli.py | 382 + .../tools-pve/asr-pipeline/asrpipe/config.py | 178 + .../tools-pve/asr-pipeline/asrpipe/context.py | 47 + .../asr-pipeline/asrpipe/control_web.py | 489 + .../asr-pipeline/asrpipe/fidelity.py | 247 + .../tools-pve/asr-pipeline/asrpipe/flagger.py | 956 + .../tools-pve/asr-pipeline/asrpipe/graph.py | 217 + .../tools-pve/asr-pipeline/asrpipe/lexicon.py | 526 + servers/tools-pve/asr-pipeline/asrpipe/llm.py | 213 + servers/tools-pve/asr-pipeline/asrpipe/log.py | 28 + .../tools-pve/asr-pipeline/asrpipe/numbers.py | 170 + .../tools-pve/asr-pipeline/asrpipe/prompts.py | 171 + .../tools-pve/asr-pipeline/asrpipe/refine.py | 468 + .../tools-pve/asr-pipeline/asrpipe/review.py | 372 + .../asr-pipeline/asrpipe/review_web.py | 305 + .../tools-pve/asr-pipeline/asrpipe/revise.py | 290 + .../tools-pve/asr-pipeline/asrpipe/segment.py | 260 + .../asr-pipeline/asrpipe/termbank.py | 293 + .../tools-pve/asr-pipeline/asrpipe/vault.py | 157 + .../asr-pipeline/asrservice/__init__.py | 1 + .../asr-pipeline/asrservice/config.py | 34 + .../tools-pve/asr-pipeline/asrservice/db.py | 120 + .../asr-pipeline/asrservice/healthcheck.py | 5 + .../asr-pipeline/asrservice/notify.py | 38 + .../tools-pve/asr-pipeline/asrservice/web.py | 178 + .../asr-pipeline/asrservice/worker.py | 205 + servers/tools-pve/asr-pipeline/compose.yaml | 50 + .../tools-pve/asr-pipeline/requirements.txt | 3 + .../asr-pipeline/termbank/allowlist.txt | 9506 + .../asr-pipeline/termbank/inn_suffixes.json | 45 + .../asr-pipeline/termbank/terms.json | 166660 +++++++++++++++ .../asr-pipeline/tests/test_service.py | 52 + 38 files changed, 182773 insertions(+) create mode 100644 servers/tools-pve/asr-pipeline/.dockerignore create mode 100644 servers/tools-pve/asr-pipeline/.env.example create mode 100644 servers/tools-pve/asr-pipeline/.gitignore create mode 100644 servers/tools-pve/asr-pipeline/Dockerfile create mode 100644 servers/tools-pve/asr-pipeline/README.md create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/__init__.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/cli.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/config.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/context.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/control_web.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/fidelity.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/flagger.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/graph.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/lexicon.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/llm.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/log.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/numbers.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/prompts.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/refine.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/review.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/review_web.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/revise.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/segment.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/termbank.py create mode 100644 servers/tools-pve/asr-pipeline/asrpipe/vault.py create mode 100644 servers/tools-pve/asr-pipeline/asrservice/__init__.py create mode 100644 servers/tools-pve/asr-pipeline/asrservice/config.py create mode 100644 servers/tools-pve/asr-pipeline/asrservice/db.py create mode 100644 servers/tools-pve/asr-pipeline/asrservice/healthcheck.py create mode 100644 servers/tools-pve/asr-pipeline/asrservice/notify.py create mode 100644 servers/tools-pve/asr-pipeline/asrservice/web.py create mode 100644 servers/tools-pve/asr-pipeline/asrservice/worker.py create mode 100644 servers/tools-pve/asr-pipeline/compose.yaml create mode 100644 servers/tools-pve/asr-pipeline/requirements.txt create mode 100644 servers/tools-pve/asr-pipeline/termbank/allowlist.txt create mode 100644 servers/tools-pve/asr-pipeline/termbank/inn_suffixes.json create mode 100644 servers/tools-pve/asr-pipeline/termbank/terms.json create mode 100644 servers/tools-pve/asr-pipeline/tests/test_service.py diff --git a/servers/tools-pve/asr-pipeline/.dockerignore b/servers/tools-pve/asr-pipeline/.dockerignore new file mode 100644 index 0000000..035fdf7 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/.dockerignore @@ -0,0 +1,7 @@ +.git +.env +tests +README.md +__pycache__ +*.pyc +seed diff --git a/servers/tools-pve/asr-pipeline/.env.example b/servers/tools-pve/asr-pipeline/.env.example new file mode 100644 index 0000000..ad631e9 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/.env.example @@ -0,0 +1,11 @@ +ZENMUX_API_KEY= +ASR_AGENT_TOKEN= +ASR_PUBLIC_URL=http://192.168.50.49:8788 +ASR_DIARIZE_URL=http://192.168.50.100:10099/asr +HINDSIGHT_API=http://192.168.50.47:8888 +HINDSIGHT_BANK=personal-context +ASR_NOTIFY_BACKEND=none +HERMES_WEBHOOK_URL= +HERMES_WEBHOOK_SECRET= +TELEGRAM_BOT_TOKEN= +TELEGRAM_CHAT_ID= diff --git a/servers/tools-pve/asr-pipeline/.gitignore b/servers/tools-pve/asr-pipeline/.gitignore new file mode 100644 index 0000000..384239e --- /dev/null +++ b/servers/tools-pve/asr-pipeline/.gitignore @@ -0,0 +1,4 @@ +.env +seed/*.db +__pycache__/ +*.pyc diff --git a/servers/tools-pve/asr-pipeline/Dockerfile b/servers/tools-pve/asr-pipeline/Dockerfile new file mode 100644 index 0000000..f9711ac --- /dev/null +++ b/servers/tools-pve/asr-pipeline/Dockerfile @@ -0,0 +1,34 @@ +FROM python:3.13-slim-bookworm@sha256:ed86c82274b3c69b52fb5820f358f0bd7df0b603332063cb5c6e32bd220c3e6e + +RUN apt-get update \ + && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \ + ca-certificates curl tini \ + && rm -rf /var/lib/apt/lists/* + +WORKDIR /app +COPY requirements.txt ./ +RUN pip install --no-cache-dir -r requirements.txt +COPY asrpipe/ ./asrpipe/ +COPY asrservice/ ./asrservice/ +COPY termbank/ ./termbank/ + +ENV PYTHONUNBUFFERED=1 \ + PYTHONDONTWRITEBYTECODE=1 \ + PYTHONPATH=/app \ + ASR_STATE_DIR=/state \ + ASR_VAULT=/data/vault \ + ASR_TERMBANK_DIR=/app/termbank \ + ASR_CACHE_DIR=/data/cache \ + ASR_LOG=/data/logs/asr-pipeline.log \ + ASR_RECORDINGS_ROOT=/data \ + ASR_DRAFTS_DIR=/data/artifacts/drafts \ + ASR_RESULTS_DIR=/data/artifacts/results \ + ASR_REVISION_QUEUE_DIR=/state/revision-queue \ + ASR_GIT_SYNC=0 \ + ASR_NOTIFY=0 \ + ASR_REVIEW_HOST=0.0.0.0 \ + ASR_REVIEW_PORT=8788 + +EXPOSE 8788 +ENTRYPOINT ["/usr/bin/tini", "--"] +CMD ["python", "-m", "asrservice.web"] diff --git a/servers/tools-pve/asr-pipeline/README.md b/servers/tools-pve/asr-pipeline/README.md new file mode 100644 index 0000000..d5be6d2 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/README.md @@ -0,0 +1,51 @@ +# ASR Pipeline on tools-pve + +独立的录音转写、精修、人工审核和导出服务。WebUI 与 Agent API 共用 `192.168.50.49:8788`；worker 调用 unRaid 上的 Qwen3-ASR/CAM++ 服务以及 ZenMux 模型 API。 + +## 数据边界 + +- `/mnt/truenas/personal/ASR-Pipeline` → 容器 `/data`：原始录音、转写、ASR 原始响应、草稿、正式稿、日志和 SQLite 在线备份。 +- `/opt/asr-pipeline/state` → 容器 `/state`：活动 SQLite、worker heartbeat、revision queue。SQLite WAL 不放在 NFS。 +- `/srv/asr/inbox`：指向 TrueNAS inbox 的宿主机链接，供 `scp`/`sftp` 上传。 +- `.env`：仅存在 Arcane Project / tools-pve，权限 `0600`，不进入 Git。 + +SSH 大文件建议先上传为 `.part`，完成后在同一目录原子改名为受支持扩展名： + +```bash +scp call.m4a tools@192.168.50.49:/srv/asr/inbox/call.m4a.part +ssh tools@192.168.50.49 'mv /srv/asr/inbox/call.m4a.part /srv/asr/inbox/call.m4a' +``` + +## Agent API + +所有 `/api/v1/*` 路由使用 `Authorization: Bearer $ASR_AGENT_TOKEN`。 + +```bash +curl -X POST http://192.168.50.49:8788/api/v1/jobs \ + -H "Authorization: Bearer $ASR_AGENT_TOKEN" \ + -H 'X-Filename: call.m4a' -H 'X-Title: 项目通话' \ + -H 'X-Context: 参与人和项目背景' --data-binary @call.m4a + +curl -H "Authorization: Bearer $ASR_AGENT_TOKEN" \ + http://192.168.50.49:8788/api/v1/jobs/JOB_ID +``` + +路由： + +- `POST /api/v1/jobs`：上传并创建异步任务。 +- `GET /api/v1/jobs?limit=&offset=&status=`：分页查询。 +- `GET /api/v1/jobs/{id}`：任务详情、事件时间线与产物链接。 +- `GET /api/v1/jobs/{id}/artifacts/{transcript|draft|result}`：读取产物。 +- `GET /api/v1/jobs/{id}/reviews`：待人工确认项。 +- `POST /api/v1/jobs/{id}/reviews/{question_id}`：JSON `{"answer":"..."}`。 +- `POST /api/v1/jobs/{id}/retry`：重试失败任务。 + +`/healthz` 仅表示 Web 进程存活；`/readyz` 同时检查数据库与 worker heartbeat。 + +## 通知 + +`ASR_NOTIFY_BACKEND=none|telegram|hermes`。Telegram 需要 `TELEGRAM_BOT_TOKEN` 与 `TELEGRAM_CHAT_ID`；Hermes 需要一个明确存在的签名 webhook URL 与共享密钥。发送失败只影响提醒，不改变任务结果。 + +## 运维 + +项目由 Arcane Git Sync 管理，自动同步、自动 pull 和自动 redeploy 均关闭。Compose 变更先在 Git 中验证，再对 tools-pve 的准确 Sync 手动同步。活动数据库每小时通过 SQLite backup API 写到 `/data/backups/*.latest`。 diff --git a/servers/tools-pve/asr-pipeline/asrpipe/__init__.py b/servers/tools-pve/asr-pipeline/asrpipe/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/servers/tools-pve/asr-pipeline/asrpipe/cli.py b/servers/tools-pve/asr-pipeline/asrpipe/cli.py new file mode 100644 index 0000000..83a954e --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/cli.py @@ -0,0 +1,382 @@ +#!/usr/bin/env python3 +"""Standalone CLI. No Claude Code, no opencode, no agent runtime. + + asr-refine run-all # process every pending transcript + asr-refine run # process one transcript + asr-refine dry-run # full pipeline, write nothing to the vault + asr-refine doctor # check credentials, services, term bank + asr-refine build-termbank # refresh the domain term bank (network) +""" +from __future__ import annotations + +import argparse +import filecmp +import fcntl +import json +import os +import re +import sys +import time +from pathlib import Path + +from .config import CFG +from .log import log + +_LOCK_HANDLE = None + + +def _lock(): + """Single instance. The systemd path unit can fire several times in quick + succession when a batch of transcripts lands, and two concurrent runs would + race on git and on the pending index.""" + d = Path(os.environ.get("XDG_RUNTIME_DIR", "/tmp")) + global _LOCK_HANDLE + f = (d / "asr-pipeline.lock").open("w") + try: + fcntl.flock(f, fcntl.LOCK_EX | fcntl.LOCK_NB) + except OSError: + log("another run holds the lock; exiting") + sys.exit(0) + _LOCK_HANDLE = f + return f + + +def resolve_archive(slug: str, inbox_path: Path) -> str: + """Prefer the persistent transcript archive over the `.asr-inbox/` staging path. + + The inbox copy is deleted on 定稿, so a note whose `transcript:` points there + ends up dangling. `recordings/transcripts/-.txt` + survives, so map the slug's timestamp back onto it when possible. + """ + m = re.match(r"^(\d{4}-\d{2}-\d{2})-(\d{2})(\d{2})(\d{2})", slug) + if m: + d, hh, mm, ss = m.groups() + want = f"{d}_{hh}_{mm}_{ss}.txt" + arch = CFG.obsidian / "recordings" / "transcripts" + if arch.is_dir(): + hits = sorted(arch.glob(f"*{want[:-4]}*.txt")) + if hits: + if len(hits) > 1: + for hit in hits: + try: + if (hit.stat().st_size == inbox_path.stat().st_size + and filecmp.cmp(hit, inbox_path, + shallow=False)): + return str(hit) + except OSError: + continue + return str(hits[0]) + return str(inbox_path) + + +def process(path: Path, *, dry_run=False) -> int: + from . import refine as R + from . import vault + + slug = path.stem + if not dry_run and vault.is_done(slug): + log(f"skip (already processed): {path}") + return 0 + raw = path.read_text(errors="ignore") + if not raw.strip(): + log(f"skip (empty): {path}", level="WARN") + return 0 + intake_job = "" + m_intake = re.search(r"(?m)^$", raw) + if m_intake: + try: + intake_job = str(json.loads(m_intake.group(1)).get("job_id") or "") + except (TypeError, ValueError): + pass + + date, title = vault.slug_parts(slug) + dest = vault.draft_path(date, title) if not dry_run else Path("/dev/null") + transcript_ref = resolve_archive(slug, path) + if not dry_run: + existing = vault.find_draft_for_transcript(transcript_ref) + if existing: + log(f"recover interrupted run: {existing}") + from . import review, review_web + review.enqueue_draft(transcript_ref, existing) + if intake_job: + try: + from .control_web import update_job + update_job(intake_job, "review", + "已恢复整理稿，等待确认", draft=str(existing)) + except Exception as e: + log(f"intake recovery status failed: {e}", level="WARN") + if not review_web.request_start(intake_job): + vault.notify("ASR Web 审核启动失败", + f"{existing.name} 已恢复，但 Web 服务启动失败。") + return 1 + vault.mark_done(slug) + return 0 + log(f"refining {path.name} ({len(raw)} chars) -> " + f"{dest if not dry_run else '(dry-run)'} " + f"clean={CFG.clean_model} draft={CFG.draft_model}") + + t0 = time.time() + try: + res = R.refine(raw, date=date, transcript_path=transcript_ref, + queue_review=not dry_run) + except Exception as e: + log(f"FAILED {path.name}: {e} (left unprocessed for retry)", level="ERROR") + return 1 + + f = res.stats["fidelity"] + log(f"done {path.name} in {time.time()-t0:.0f}s | " + f"chunks={res.stats['n_chunks']} flags={res.stats['n_flags']} " + f"hs={res.stats['n_hindsight']} " + f"gate_fail={res.stats['gate_failed']} retried={res.stats['retried']} " + f"fallback={res.stats['fallback']} | " + f"ratio={f['char_ratio']} num={f['number_recall']} " + f"latin={f['latin_recall']} term={f['term_recall']} | " + f"${res.usage['cost_usd']} calls={res.usage['calls']}") + + if dry_run: + out = CFG.root / "dry-run" / slug + out.mkdir(parents=True, exist_ok=True) + (out / "cleaned.txt").write_text(res.cleaned, encoding="utf-8") + if res.evidence: + (out / "evidence.md").write_text(res.evidence, encoding="utf-8") + (out / "draft.md").write_text(res.draft, encoding="utf-8") + (out / "report.json").write_text(json.dumps( + {"stats": res.stats, "usage": res.usage, "timings": res.timings}, + ensure_ascii=False, indent=2), encoding="utf-8") + print(f"dry-run output -> {out}") + return 0 + + vault.write_draft_file(dest, res.draft) + from . import review, review_web + draft_questions = review.enqueue_draft(transcript_ref, dest) + if intake_job: + try: + from .control_web import update_job + update_job(intake_job, "review", "整理稿已生成，等待确认", + draft=str(dest)) + except Exception as e: + log(f"intake status update failed: {e}", level="WARN") + if not review_web.request_start(intake_job): + vault.notify("ASR Web 审核启动失败", + f"{date} {title} 的私有粗稿已保留；" + f"{draft_questions} 个问题可用 " + "asr-refine review pending 查看") + return 1 + vault.mark_done(slug) + log(f"staged private draft {dest} | questions={draft_questions}") + return 0 + + +def cmd_run(a): + _lock() + return process(Path(a.file).expanduser(), dry_run=False) + + +def cmd_dry_run(a): + return process(Path(a.file).expanduser(), dry_run=True) + + +def cmd_run_all(a): + _lock() + from . import vault + todo = vault.pending_transcripts() + if not todo: + log(f"no pending transcripts in {CFG.inbox}") + return 0 + log(f"{len(todo)} pending transcript(s)") + rc = 0 + for p in todo: + rc |= process(p) + return rc + + +def cmd_doctor(a): + from . import fidelity + ok = True + + def chk(name, good, detail=""): + nonlocal ok + ok &= bool(good) + print(f" [{'OK ' if good else 'FAIL'}] {name}" + (f" {detail}" if detail else "")) + + print("paths") + chk("vault", CFG.vault.is_dir(), str(CFG.vault)) + chk("inbox", CFG.inbox.is_dir(), str(CFG.inbox)) + chk("drafts dir writable", os.access(CFG.drafts.parent, os.W_OK), str(CFG.drafts)) + chk("glossary", CFG.glossary.exists(), str(CFG.glossary)) + chk("notifier", CFG.notifier.exists(), str(CFG.notifier)) + + print("credentials") + try: + k = CFG.api_key() + chk("api key", len(k) > 20, f"len={len(k)} source={'env' if os.environ.get('ANTHROPIC_AUTH_TOKEN') else CFG.env_file.name}") + except Exception as e: + chk("api key", False, str(e)) + + print("lexicon") + try: + from . import lexicon + lexicon.sync_from_vault() + st = lexicon.stats() + chk("entities", st["entities"] > 50, + f"{st['entities']} ({st['with_company']} 有归属, {st['with_related']} 有关系)") + chk("aliases", st["aliases"] > 50, + f"{st['aliases']} = {st['aliases_card']} 卡片 + {st['aliases_learned']} 学习/术语表") + except Exception as e: + chk("lexicon", False, str(e)) + + print("term bank") + n = len(fidelity.domain_terms()) + chk("terms.json", n > 1000, f"{n} terms") + chk("allowlist", (CFG.termbank_dir / "allowlist.txt").exists(), + f"{len((CFG.termbank_dir/'allowlist.txt').read_text().split()) if (CFG.termbank_dir/'allowlist.txt').exists() else 0} words") + + print("services") + import urllib.request + try: + with urllib.request.urlopen( + f"{CFG.hindsight_api}/health", timeout=6) as r: + chk("hindsight", r.status == 200, CFG.hindsight_api) + except Exception as e: + chk("hindsight (optional)", False, f"{CFG.hindsight_api}: {e}") + try: + from .llm import chat + t0 = time.time() + out = chat(CFG.clean_model, "回一个字:好", max_tokens=20) + chk(f"clean model {CFG.clean_model}", bool(out), f"{time.time()-t0:.1f}s {out[:8]!r}") + t0 = time.time() + out = chat(CFG.draft_model, "回一个字:好", max_tokens=20) + chk(f"draft model {CFG.draft_model}", bool(out), f"{time.time()-t0:.1f}s {out[:8]!r}") + except Exception as e: + chk("model endpoint", False, str(e)) + + print("pending") + from . import vault + todo = vault.pending_transcripts() + print(f" {len(todo)} transcript(s) awaiting processing") + for p in todo[:5]: + print(f" {p.name}") + return 0 if ok else 1 + + +def cmd_build_termbank(a): + from . import termbank + termbank.build() + return 0 + + +def cmd_lexicon(a): + """Entity/alias lexicon. Obsidian stays read-only; learned bindings live here.""" + from . import lexicon + act = a.action + if act == "sync": + print(lexicon.sync_from_vault(force=True)) + elif act == "stats": + for k, v in lexicon.stats().items(): + print(f" {k:18s} {v}") + elif act == "learn": + if not (a.alias and a.canonical): + print("usage: lexicon learn <别名> <规范名> [--note …]", file=sys.stderr) + return 2 + lexicon.learn_alias(a.alias, a.canonical, note=a.note or "") + lexicon.learn_correction(a.alias, a.canonical, note=a.note or "") + print(f"learned: {a.alias} -> {a.canonical}" + + (f" ({a.note})" if a.note else "")) + elif act == "show": + am = lexicon.alias_map() + key = a.alias + if key: + print(f"{key} -> {am.get(key) or 'unknown'}") + else: + learned = [(k, v) for k, v in am.items() + if any(o not in ("card",) for _, _, o, _ in v)] + print(f"{len(am)} aliases total, {len(learned)} beyond the cards") + for k, v in sorted(learned)[:40]: + print(f" {k:10s} -> {'、'.join(c for c, _, _, _ in v)}") + return 0 + + +def cmd_review(a): + from . import review + if a.action == "serve": + from . import review_web + return review_web.serve() + if a.action == "state": + from .review_web import STATE + if not STATE.exists(): + print("inactive") + return 1 + print(STATE.read_text(encoding="utf-8")) + return 0 + if a.action == "pending": + rows = review.pending(a.limit) + for r in rows: + payload = json.loads(r["payload"] or "{}") + print(f"#{r['id']} [{r['recording']}] {r['question']}") + if payload.get("sentence"): + print(f" {payload['sentence'][:180]}") + return 0 + if a.id is None or not a.answer: + print("usage: asr-refine review answer ", file=sys.stderr) + return 2 + try: + result = review.answer(a.id, a.answer) + except KeyError as e: + print(str(e), file=sys.stderr) + return 2 + print(json.dumps(result, ensure_ascii=False)) + return 0 + + +def cmd_graph(a): + from . import graph + result = graph.sync(force=a.force) if a.action == "sync" else graph.stats() + print(json.dumps(result, ensure_ascii=False, indent=2)) + return 0 + + +def cmd_revise(a): + from . import revise + path = (CFG.drafts / a.draft).resolve() + try: + path.relative_to(CFG.drafts.resolve()) + except ValueError: + print("draft outside review root", file=sys.stderr) + return 2 + return 0 if revise.revise(path) else 1 + + +def main(argv=None): + ap = argparse.ArgumentParser(prog="asr-refine", + description="Standalone ASR transcript -> Obsidian draft") + sub = ap.add_subparsers(dest="cmd", required=True) + p = sub.add_parser("run"); p.add_argument("file"); p.set_defaults(fn=cmd_run) + p = sub.add_parser("dry-run"); p.add_argument("file"); p.set_defaults(fn=cmd_dry_run) + sub.add_parser("run-all").set_defaults(fn=cmd_run_all) + sub.add_parser("doctor").set_defaults(fn=cmd_doctor) + sub.add_parser("build-termbank").set_defaults(fn=cmd_build_termbank) + p = sub.add_parser("lexicon", help="entity/alias lexicon (SQLite; vault is read-only)") + p.add_argument("action", choices=["sync", "stats", "learn", "show"]) + p.add_argument("alias", nargs="?") + p.add_argument("canonical", nargs="?") + p.add_argument("--note", default="") + p.set_defaults(fn=cmd_lexicon) + p = sub.add_parser("review", help="human review queue (transport independent)") + p.add_argument("action", choices=["pending", "answer", "serve", "state"]) + p.add_argument("id", nargs="?", type=int) + p.add_argument("answer", nargs="?") + p.add_argument("--limit", type=int, default=20) + p.set_defaults(fn=cmd_review) + p = sub.add_parser("graph", help="incremental entity/relation/recency graph") + p.add_argument("action", choices=["sync", "stats"]) + p.add_argument("--force", action="store_true") + p.set_defaults(fn=cmd_graph) + p = sub.add_parser("revise", help="publish a Web-confirmed private draft") + p.add_argument("draft", help="draft filename under minutes/_drafts") + p.set_defaults(fn=cmd_revise) + a = ap.parse_args(argv) + return a.fn(a) + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/servers/tools-pve/asr-pipeline/asrpipe/config.py b/servers/tools-pve/asr-pipeline/asrpipe/config.py new file mode 100644 index 0000000..258713c --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/config.py @@ -0,0 +1,178 @@ +#!/usr/bin/env python3 +"""Configuration for the standalone ASR post-processing pipeline. + +This program deliberately has **no dependency on Claude Code, opencode, or any +agent CLI**. It talks to the model provider over plain HTTPS and does its own file +and git handling, so it can run from systemd, cron, or a shell with nothing but +python3 and a network route. + +Everything is overridable by environment variable so the systemd unit stays the +single place where deployment-specific values live. Credentials are read from the +same 600-perm env file the legacy unit uses, so token rotation remains a one-file +change. +""" +from __future__ import annotations + +import os +from dataclasses import dataclass, field +from pathlib import Path + +PKG = Path(__file__).resolve().parent +ROOT = PKG.parent # OBSIDIAN/asr-pipeline +OBSIDIAN = ROOT.parent # OBSIDIAN project dir + + +def _env(name: str, default: str) -> str: + v = os.environ.get(name) + return v if v not in (None, "") else default + + +def _envf(name: str, default: float) -> float: + try: + return float(os.environ["ASR_" + name]) + except (KeyError, ValueError): + return default + + +def _envi(name: str, default: int) -> int: + try: + return int(os.environ["ASR_" + name]) + except (KeyError, ValueError): + return default + + +@dataclass +class Config: + # ---- paths ---------------------------------------------------------- + vault: Path = field(default_factory=lambda: Path( + _env("ASR_VAULT", str(Path.home() / "obsidian-vault")))) + obsidian: Path = OBSIDIAN + root: Path = ROOT + + # ---- models --------------------------------------------------------- + # Cleaning: measured against claude-haiku-4.5 on a 118k-char English-mixed call, + # gemini-3.5-flash-lite tripped the fidelity gate 19/87 times vs haiku's 78/87 + # (haiku's failures were 69x "over-compression" — it behaves like a summarizer + # and deleted terms such as AUTOIMMUNE/ADCS/CD), while being 2x faster and + # 2.9x cheaper. Hence flash-lite is the default cleaner. + clean_model: str = _env("ASR_CLEAN_MODEL", "google/gemini-3.5-flash-lite") + # Drafting: one call, needs judgement and structure. sonnet-5 replaces the + # legacy headless opus-4-8. + draft_model: str = _env("ASR_DRAFT_MODEL", "anthropic/claude-sonnet-5") + keyword_model: str = _env("ASR_KEYWORD_MODEL", "google/gemini-3.5-flash-lite") + + endpoint: str = _env("ASR_ENDPOINT", "https://zenmux.ai/api/v1/chat/completions") + # ZenMux returned HTTP 429 at ~12 concurrent requests and was stable at 6. + concurrency: int = _envi("CONCURRENCY", 6) + http_timeout: float = _envf("HTTP_TIMEOUT", 420.0) + max_retries: int = _envi("MAX_RETRIES", 5) + + # ---- chunking ------------------------------------------------------- + chunk_budget: int = _envi("CHUNK_BUDGET", 1800) + chunk_overlap: int = _envi("CHUNK_OVERLAP", 200) + collapse_noise: bool = _env("ASR_COLLAPSE_NOISE", "1") != "0" + + # ---- fidelity gate -------------------------------------------------- + gate_enabled: bool = _env("ASR_GATE", "1") != "0" + gate_min_ratio: float = _envf("GATE_MIN_RATIO", 0.55) + gate_max_ratio: float = _envf("GATE_MAX_RATIO", 1.35) + + # ---- knowledge sources ---------------------------------------------- + use_termbank: bool = _env("ASR_TERMBANK", "1") != "0" + use_hindsight: bool = _env("ASR_HINDSIGHT", "1") != "0" + use_keyword_recall: bool = _env("ASR_KEYWORD_RECALL", "1") != "0" + use_lexicon: bool = _env("ASR_LEXICON", "1") != "0" + use_normalize: bool = _env("ASR_NORMALIZE", "1") != "0" + use_evidence: bool = _env("ASR_EVIDENCE", "1") != "0" + hindsight_api: str = _env("HINDSIGHT_API", "http://192.168.50.47:8888") + hindsight_bank: str = _env("HINDSIGHT_BANK", "personal-context") + hindsight_timeout: float = _envf("HINDSIGHT_TIMEOUT", 12.0) + flag_min_score: float = _envf("FLAG_MIN_SCORE", 0.86) + review_min_score: float = _envf("REVIEW_MIN_SCORE", 0.82) + review_max_score: float = _envf("REVIEW_MAX_SCORE", 0.96) + review_host: str = _env("ASR_REVIEW_HOST", "0.0.0.0") + review_public_host: str = _env("ASR_REVIEW_PUBLIC_HOST", "192.168.50.145") + review_port: int = _envi("REVIEW_PORT", 8765) + review_idle_seconds: int = _envi("REVIEW_IDLE_SECONDS", 2700) + review_max_seconds: int = _envi("REVIEW_MAX_SECONDS", 7200) + + # ---- behaviour ------------------------------------------------------ + git_sync: bool = _env("ASR_GIT_SYNC", "1") != "0" + notify: bool = _env("ASR_NOTIFY", "1") != "0" + cache_llm: bool = _env("ASR_CACHE", "0") != "0" # off in production + + @property + def inbox(self) -> Path: + return self.vault / ".asr-inbox" + + @property + def state(self) -> Path: + return self.inbox / ".state" + + @property + def drafts(self) -> Path: + """Private rough drafts. They are never part of the Obsidian repository.""" + return Path(_env("ASR_DRAFTS_DIR", str(self.state_dir / "drafts"))) + + @property + def minutes(self) -> Path: + return Path(_env("ASR_RESULTS_DIR", str(self.vault / "minutes"))) + + @property + def pending_index(self) -> Path: + # Legacy compatibility only; the Web queue replaced the Vault draft index. + return self.vault / "minutes" / "_drafts" / "_待确认.md" + + @property + def glossary(self) -> Path: + return self.vault / "minutes" / "_glossary.md" + + @property + def termbank_dir(self) -> Path: + return Path(_env("ASR_TERMBANK_DIR", str(self.root / "termbank"))) + + @property + def cache_dir(self) -> Path: + return Path(_env("ASR_CACHE_DIR", str(self.root / "cache"))) + + @property + def state_dir(self) -> Path: + """Program-owned persistent state. Never inside the vault.""" + return Path(_env("ASR_STATE_DIR", str(self.root / "state"))) + + @property + def lexicon_db(self) -> Path: + return Path(_env("ASR_LEXICON_DB", str(self.state_dir / "lexicon.db"))) + + @property + def log_file(self) -> Path: + return Path(_env("ASR_LOG", str(self.obsidian / "logs" / "asr-pipeline.log"))) + + @property + def notifier(self) -> Path: + return self.obsidian / "bin" / "meeting-status-notify.py" + + @property + def env_file(self) -> Path: + """600-perm credentials file, shared with the legacy systemd unit.""" + return Path(_env("ASR_ENV_FILE", str(self.obsidian / "bin" / ".asr-refine.env"))) + + def api_key(self) -> str: + for k in ("ZENMUX_API_KEY", "ANTHROPIC_AUTH_TOKEN"): + v = os.environ.get(k) + if v: + return v + p = self.env_file + if p.exists(): + for line in p.read_text(errors="ignore").splitlines(): + line = line.strip() + if line.startswith("ANTHROPIC_AUTH_TOKEN="): + val = line.split("=", 1)[1].strip().strip("'\"") + if val: + return val + raise RuntimeError( + "no API key: set ZENMUX_API_KEY/ANTHROPIC_AUTH_TOKEN or provide " + f"{p} with ANTHROPIC_AUTH_TOKEN=…") + + +CFG = Config() diff --git a/servers/tools-pve/asr-pipeline/asrpipe/context.py b/servers/tools-pve/asr-pipeline/asrpipe/context.py new file mode 100644 index 0000000..d228906 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/context.py @@ -0,0 +1,47 @@ +#!/usr/bin/env python3 +"""Compact recalled prose into small, entity-centred context cards.""" +from __future__ import annotations + +import re +from collections import defaultdict + +SPLIT = re.compile(r"(?<=[。！？；])|\s*\|\s*") +META = re.compile(r"^(When|Involving|来源|时间)\s*[:：]\s*", re.I) + + +def _key(text: str) -> str: + text = META.sub("", text) + return re.sub(r"[\s，。；、,:：|（）()“”\"'\-]+", "", text).lower() + + +def compact(names: list[str], texts: list[str], *, per_entity: int = 3, + total: int = 12) -> str: + """Deduplicate Hindsight recall before it reaches any model prompt. + + Repeated memories often restate the same relationship with progressively more + prose. Keep one normalized fact per subject and cap every entity so a single + well-known person cannot consume the whole context window. + """ + buckets: dict[str, list[str]] = defaultdict(list) + seen: set[str] = set() + known = sorted(set(names), key=len, reverse=True) + for raw in texts: + for fact in SPLIT.split(re.sub(r"\s+", " ", raw).strip()): + fact = fact.strip(" -|") + if len(fact) < 8: + continue + k = _key(fact) + if not k or any(k == old or k in old or old in k for old in seen): + continue + seen.add(k) + owner = next((n for n in known if n in fact), "相关背景") + if len(buckets[owner]) < per_entity: + buckets[owner].append(fact[:220]) + + lines = [] + for owner, facts in buckets.items(): + lines.append(f"{owner}：") + lines.extend(f"- {f}" for f in facts) + if sum(1 for x in lines if x.startswith("- ")) >= total: + break + return "\n".join(lines) diff --git a/servers/tools-pve/asr-pipeline/asrpipe/control_web.py b/servers/tools-pve/asr-pipeline/asrpipe/control_web.py new file mode 100644 index 0000000..2fbf0e8 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/control_web.py @@ -0,0 +1,489 @@ +#!/usr/bin/env python3 +"""Persistent mobile control plane for recording intake and human review.""" +from __future__ import annotations + +import html +import json +import os +import re +import secrets +import sqlite3 +import time +import urllib.parse +from http import HTTPStatus +from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer +from pathlib import Path + +from . import review +from .config import CFG +from .log import log + +STATE = CFG.state_dir / "review-web.json" +DB = CFG.state_dir / "intake.db" +RECORDINGS = Path(os.environ.get( + "ASR_RECORDINGS_ROOT", str(CFG.obsidian / "recordings"))) +INBOX = RECORDINGS / "inbox" +META = RECORDINGS / "state" / "uploads" +MAX_UPLOAD = int(os.environ.get("ASR_UPLOAD_MAX_BYTES", str(4 * 1024**3))) +CHUNK = 1024 * 1024 +SUPPORTED = {".m4a", ".mp3", ".wav", ".mp4", ".aac", ".ogg", + ".opus", ".webm", ".flac"} + +STATUS_LABEL = { + "uploading": "上传中", + "queued": "等待转写", + "transcribing": "正在转写", + "refining": "正在整理", + "review": "等待确认", + "publishing": "正在发布", + "complete": "已完成", + "failed": "处理失败", +} + + +def _connect() -> sqlite3.Connection: + CFG.state_dir.mkdir(parents=True, exist_ok=True) + con = sqlite3.connect(DB, timeout=20) + con.row_factory = sqlite3.Row + con.execute("PRAGMA journal_mode=WAL") + con.execute(""" + CREATE TABLE IF NOT EXISTS intake_job( + id TEXT PRIMARY KEY, + original_name TEXT NOT NULL, + stored_name TEXT NOT NULL, + title TEXT NOT NULL DEFAULT '', + context TEXT NOT NULL DEFAULT '', + size INTEGER NOT NULL DEFAULT 0, + status TEXT NOT NULL, + detail TEXT NOT NULL DEFAULT '', + transcript TEXT NOT NULL DEFAULT '', + created_at REAL NOT NULL, + updated_at REAL NOT NULL + ) + """) + columns = {row["name"] for row in con.execute("PRAGMA table_info(intake_job)")} + for name in ("draft", "result"): + if name not in columns: + con.execute( + f"ALTER TABLE intake_job ADD COLUMN {name} TEXT NOT NULL DEFAULT ''") + return con + + +def update_job(job_id: str, status: str, detail: str = "", + transcript: str = "", draft: str = "", + result: str = "") -> bool: + if os.environ.get("ASR_ROLE"): + from asrservice.db import update_job as service_update_job + return service_update_job(job_id, status, detail, transcript=transcript, + draft=draft, result=result) + if not job_id: + return False + con = _connect() + fields = ["status=?", "updated_at=?"] + values: list[object] = [status, time.time()] + if detail: + fields.append("detail=?") + values.append(detail[:1000]) + if transcript: + fields.append("transcript=?") + values.append(transcript) + if draft: + fields.append("draft=?") + values.append(draft) + if result: + fields.append("result=?") + values.append(result) + values.append(job_id) + cur = con.execute( + f"UPDATE intake_job SET {','.join(fields)} WHERE id=?", values) + con.commit() + con.close() + return cur.rowcount > 0 + + +def _jobs(limit: int = 30) -> list[dict]: + con = _connect() + rows = con.execute( + "SELECT * FROM intake_job ORDER BY created_at DESC LIMIT ?", + (limit,)).fetchall() + con.close() + return [dict(r) for r in rows] + + +def _job(job_id: str) -> dict | None: + con = _connect() + row = con.execute("SELECT * FROM intake_job WHERE id=?", (job_id,)).fetchone() + con.close() + return dict(row) if row else None + + +def _review_url(job_id: str = "") -> str: + base = f"http://{CFG.review_public_host}:{CFG.review_port}" + return f"{base}/jobs/{job_id}/review/" if job_id else f"{base}/review/" + + +def _pending_for_job(job: dict, limit: int = 200) -> list[dict]: + transcript = str(job.get("transcript") or "") + draft = str(job.get("draft") or "") + rows = [] + for row in review.pending(limit): + payload = json.loads(row["payload"] or "{}") + if ((transcript and row["recording"] == transcript) + or (draft and payload.get("draft_path") == draft) + or payload.get("job_id") == job["id"]): + rows.append(row) + return rows + + +def _safe_text(value: str, limit: int) -> str: + value = re.sub(r"[\x00-\x1f\x7f]+", " ", value or "") + return re.sub(r"\s+", " ", value).strip()[:limit] + + +def _safe_stem(value: str) -> str: + value = _safe_text(value, 80) + value = re.sub(r"[^\w\u3400-\u9fff.-]+", "-", value, flags=re.UNICODE) + return value.strip("-.") or "录音" + + +def _write_state() -> None: + CFG.state_dir.mkdir(parents=True, exist_ok=True) + data = { + "pid": os.getpid(), + "url": _review_url(), + "home": f"http://{CFG.review_public_host}:{CFG.review_port}/", + "port": CFG.review_port, + "started_at": time.time(), + } + tmp = STATE.with_suffix(".tmp") + tmp.write_text(json.dumps(data, ensure_ascii=False, indent=2), + encoding="utf-8") + os.chmod(tmp, 0o600) + tmp.replace(STATE) + + +def _shell(title: str, body: str, script: str = "") -> bytes: + return f""" + + + +{html.escape(title)} +
录音工作台 +
+
{body}
{script}""".encode("utf-8") + + +def _home() -> bytes: + body = """

上传录音

+
支持 mp3、m4a、wav、mp4、aac、ogg、opus、webm、flac。上传完成后自动进入现有 ASR 流程。
+
+ + + +
+ +
+

最近任务

正在读取…
""" + script = """""" + return _shell("录音工作台", body, script) + + +def _review_page(action: str, job: dict | None = None) -> bytes: + rows = _pending_for_job(job) if job else review.pending(100) + if not rows: + if job: + label = STATUS_LABEL.get(job["status"], job["status"]) + detail = html.escape(str(job.get("detail") or "")) + return _shell("任务状态", + f'
{html.escape(label)}
' + f'

{html.escape(str(job.get("title") or job["original_name"]))}

' + f'

{detail or "当前没有待确认问题。"}

' + '

页面会随任务阶段更新，可以稍后刷新。

') + return _shell("确认完成", + '

当前没有待确认项目

' + '

新草稿生成后，Telegram 会再次发送这里的链接。

') + row = rows[0] + payload = json.loads(row["payload"] or "{}") + choices = payload.get("candidates") or [] + buttons = "".join( + f'' + for v in choices) + buttons += ('') + source = html.escape(str(payload.get("sentence", ""))) + source_html = f'
{source}
' if source else "" + draft_html = "" + if payload.get("draft_path"): + try: + path = Path(payload["draft_path"]).resolve() + path.relative_to(CFG.drafts.resolve()) + draft = path.read_text(encoding="utf-8", errors="ignore") + draft_html = ('
查看完整草稿
'
+                          + html.escape(draft) + "
") + except (OSError, ValueError): + pass + placeholder = ("只输入姓名，例如：高瑶" + if payload.get("kind") == "voiceprint" + else ("背景不准时，写明正确背景并提交重跑" + if payload.get("kind") == "background_check" + else "输入正确名称或补充说明")) + title = (str(job.get("title") or job["original_name"]) + if job else "ASR 快速确认") + body = f"""
{html.escape(title)} · 剩余 {len(rows)} 个 · 问题 #{row['id']}
+

{html.escape(row['question'])}

{source_html}{draft_html} +
+{buttons} +
+
""" + return _shell("ASR 快速确认", body) + + +class Server(ThreadingHTTPServer): + daemon_threads = True + allow_reuse_address = True + + def __init__(self, addr, handler): + super().__init__(addr, handler) + + +class Handler(BaseHTTPRequestHandler): + server_version = "ASRControl/1" + + def log_message(self, fmt, *args): + status = args[1] if len(args) > 1 else "?" + log(f"control web: {self.command} {urllib.parse.urlsplit(self.path).path} status={status}") + + def _headers(self, status=HTTPStatus.OK, + content_type="text/html; charset=utf-8"): + self.send_response(status) + self.send_header("Content-Type", content_type) + self.send_header("Cache-Control", "no-store, no-cache, must-revalidate") + self.send_header("X-Content-Type-Options", "nosniff") + + def _send(self, data: bytes, status=HTTPStatus.OK, + content_type="text/html; charset=utf-8"): + self._headers(status, content_type) + self.send_header("Content-Length", str(len(data))) + self.end_headers() + self.wfile.write(data) + + def _json(self, obj: object, status=HTTPStatus.OK): + self._send(json.dumps(obj, ensure_ascii=False).encode("utf-8"), + status, "application/json; charset=utf-8") + + def _review_job(self) -> tuple[bool, dict | None]: + path = urllib.parse.urlsplit(self.path).path + if path == "/review/": + return True, None + match = re.fullmatch(r"/jobs/([0-9a-z-]{8,64})/review/", path) + if match: + return True, _job(match.group(1)) + return False, None + + def do_GET(self): + path = urllib.parse.urlsplit(self.path).path + if path == "/": + return self._send(_home()) + if path == "/health": + return self._json({"ok": True, "pending": len(review.pending(100))}) + if path == "/api/jobs": + jobs = _jobs() + for j in jobs: + j["status_label"] = STATUS_LABEL.get(j["status"], j["status"]) + j["review_url"] = f"/jobs/{j['id']}/review/" + j["has_draft"] = bool(j.get("draft")) + j.pop("context", None) + j.pop("transcript", None) + j.pop("draft", None) + j.pop("result", None) + return self._json({"jobs": jobs}) + is_review, job = self._review_job() + if is_review: + if path != "/review/" and not job: + return self._send(b"Task not found", HTTPStatus.NOT_FOUND, + "text/plain") + return self._send(_review_page(path, job)) + return self._send(b"Not found", HTTPStatus.NOT_FOUND, "text/plain") + + def _header(self, name: str, limit: int) -> str: + return _safe_text(urllib.parse.unquote(self.headers.get(name, "")), limit) + + def _upload(self): + try: + length = int(self.headers.get("Content-Length", "0")) + except ValueError: + length = 0 + if length <= 0 or length > MAX_UPLOAD: + return self._json({"error": "invalid upload size"}, + HTTPStatus.REQUEST_ENTITY_TOO_LARGE) + original = self._header("X-Filename", 240) + title = self._header("X-Title", 80) + context = self._header("X-Context", 2000) + suffix = Path(original).suffix.lower() + if suffix not in SUPPORTED: + return self._json({"error": f"unsupported file type: {suffix or '(none)'}"}, + HTTPStatus.UNSUPPORTED_MEDIA_TYPE) + job_id = secrets.token_hex(12) + stem = _safe_stem(title or Path(original).stem) + stored = f"{time.strftime('%Y-%m-%d_%H_%M_%S')}-{stem}-{job_id[:8]}{suffix}" + INBOX.mkdir(parents=True, exist_ok=True) + staging = INBOX / ".uploading" + staging.mkdir(parents=True, exist_ok=True) + target = INBOX / stored + part = staging / f"{job_id}.part" + con = _connect() + now = time.time() + con.execute( + "INSERT INTO intake_job(id,original_name,stored_name,title,context,size," + "status,created_at,updated_at) VALUES(?,?,?,?,?,?,?, ?,?)", + (job_id, original, stored, title, context, length, + "uploading", now, now)) + con.commit() + con.close() + remaining = length + try: + with part.open("xb") as f: + while remaining: + data = self.rfile.read(min(CHUNK, remaining)) + if not data: + raise EOFError("upload ended early") + f.write(data) + remaining -= len(data) + f.flush() + os.fsync(f.fileno()) + META.mkdir(parents=True, exist_ok=True) + meta = { + "job_id": job_id, "title": title, "context": context, + "original_name": original, "stored_name": stored, + } + meta_tmp = META / f".{stored}.tmp" + meta_tmp.write_text(json.dumps(meta, ensure_ascii=False), + encoding="utf-8") + meta_tmp.replace(META / f"{stored}.json") + part.replace(target) + update_job(job_id, "queued", "录音已落盘，等待 watcher 接收") + return self._json({"ok": True, "job_id": job_id, + "stored_name": stored}, HTTPStatus.CREATED) + except Exception as e: + part.unlink(missing_ok=True) + update_job(job_id, "failed", f"上传失败：{e}") + return self._json({"error": str(e)}, HTTPStatus.INTERNAL_SERVER_ERROR) + + def _answer(self): + try: + length = min(int(self.headers.get("Content-Length", "0")), 4096) + form = urllib.parse.parse_qs( + self.rfile.read(length).decode("utf-8")) + qid = int(form.get("id", ["0"])[0]) + answer = (form.get("custom", [""])[0].strip() + or form.get("answer", [""])[0].strip()) + if not qid or not answer or len(answer) > 120: + raise ValueError("invalid answer") + is_review, job = self._review_job() + if not is_review: + raise ValueError("invalid review path") + allowed = (_pending_for_job(job, 1000) if job + else review.pending(1000)) + if qid not in {row["id"] for row in allowed}: + raise ValueError("问题不属于当前任务或已处理") + review.answer(qid, answer) + self.send_response(HTTPStatus.SEE_OTHER) + self.send_header("Location", urllib.parse.urlsplit(self.path).path) + self.send_header("Cache-Control", "no-store") + self.end_headers() + except Exception as e: + self._send(_shell("提交失败", + f'

提交失败

{html.escape(str(e))}

'), + HTTPStatus.BAD_REQUEST) + + def do_POST(self): + path = urllib.parse.urlsplit(self.path).path + if path in ("/api/upload", "/hook/intake"): + return self._upload() + if self._review_job()[0]: + return self._answer() + return self._send(b"Not found", HTTPStatus.NOT_FOUND, "text/plain") + + +def serve() -> int: + try: + server = Server((CFG.review_host, CFG.review_port), Handler) + except OSError as e: + STATE.unlink(missing_ok=True) + log(f"control web bind failed on {CFG.review_host}:{CFG.review_port}: {e}", + level="ERROR") + return 1 + _write_state() + log(f"control web listening on {CFG.review_public_host}:{CFG.review_port}") + try: + server.serve_forever(poll_interval=0.5) + finally: + server.server_close() + STATE.unlink(missing_ok=True) + return 0 + + +if __name__ == "__main__": + raise SystemExit(serve()) diff --git a/servers/tools-pve/asr-pipeline/asrpipe/fidelity.py b/servers/tools-pve/asr-pipeline/asrpipe/fidelity.py new file mode 100644 index 0000000..911eabe --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/fidelity.py @@ -0,0 +1,247 @@ +#!/usr/bin/env python3 +"""S3 — deterministic fidelity gate. No LLM, no cost. + +Motivation (measured 2026-07-25): asking gemini-3.5-flash-lite to "去口语化，禁止 +省略" on 900–2500 char chunks silently dropped 17/49 distinct numeric tokens and +136 distinct English tokens from a 118k-char BD call — including `Kras`, `IBD`, +`EDC`, `IRT` and the figure `4.5` in "raised about 4.5 million". Output/input char +ratio was 0.41–0.47 regardless of chunk size, i.e. the model summarizes when told +to rewrite, and prompt wording alone does not stop it. + +So fidelity cannot be asserted, it must be *checked*. This module compares a +cleaned chunk against its source over token classes that must survive a purely +stylistic rewrite: + + numbers every digit run, as a multiset (口语 "四幺八二" survives as Han and is + not expected here, but arabic figures must) + latin acronyms / gene names / product codes ≥2 chars + speakers the 【…】 turn tags + han_terms domain terms from the term bank that appeared in the source + +`check()` returns a verdict; the pipeline retries a failing chunk with a stricter +prompt and, on a second failure, keeps the original text and flags it. That makes +information loss a *visible, bounded* event instead of a silent one. +""" +from __future__ import annotations + +import json +import re +from collections import Counter +from dataclasses import dataclass, field +from pathlib import Path + +from .config import CFG + +BANK = CFG.termbank_dir + +NUM = re.compile(r"\d+(?:[.,]\d+)?%?") +# S0's noise-collapse marker is synthetic metadata, not transcript content. Its +# repeat count is a number ("[…重复噪声已折叠：beep×3696…]"), and scoring it as content +# made one fixture report number_recall 0.00 off a single token that the cleaner had +# merely reworded. Strip markers from both sides before any comparison. +COLLAPSE_MARKER = re.compile(r"\[…重复噪声已折叠：.*?…\]") +LATIN = re.compile(r"[A-Za-z][A-Za-z0-9\-]{1,}") +SPEAKER = re.compile(r"【([^】]+)】") +# Filler words a legitimate 去口语化 pass is expected to delete. Used only for the +# expected-compression estimate, never for the pass/fail decision. +FILLERS = ["嗯", "呃", "啊", "哦", "那个", "这个", "就是", "然后", "其实", "对对", + "哈哈", "唉", "诶", "喔", "嘛", "吧", "呀", "咯", "哎"] + +_STOP_LATIN = { + "the", "and", "for", "you", "that", "this", "with", "have", "was", + "are", "not", "but", "they", "our", "can", "all", "will", "would", + "yeah", "okay", "ok", "uh", "um", "so", "we", "it", "is", "to", + "of", "in", "on", "at", "be", "do", "if", "or", "as", "an", "a", + "i", "he", "she", "his", "her", "them", "there", "then", "just", + "very", "know", "think", "like", "get", "got", "one", "also", + "from", "what", "when", "who", "how", "yes", "no", "right", + # --- interjections and ordinary verbs the ASR emits in caps ------------- + # Measured cost of omitting these: on a 118k-char English-mixed call the gate + # tripped on lost tokens "AH", "OH", "PAY", "BECAUSE", "EVEN", "WHEREAS" and + # forced 53 retries for gemini-3.5-flash-lite, ~40% of them for interjections a + # cleaner is *supposed* to delete. Treating them as content made the gate + # expensive without making it safer. + "ah", "oh", "eh", "hm", "hmm", "mm", "mhm", "huh", "wow", "hey", "hi", + "well", "actually", "really", "maybe", "sure", "fine", "good", "great", + "because", "even", "whereas", "however", "though", "although", "since", + "while", "before", "after", "about", "into", "over", "under", "than", + "such", "some", "any", "more", "most", "much", "many", "other", "same", + "only", "still", "already", "always", "never", "again", "here", "where", + "why", "which", "whose", "whom", "these", "those", "their", "your", "my", + "me", "us", "him", "was", "were", "been", "being", "does", "did", "done", + "has", "had", "having", "should", "could", "must", "may", "might", "shall", + "want", "need", "make", "made", "take", "took", "give", "gave", "come", + "came", "went", "said", "say", "says", "tell", "told", "see", "saw", + "look", "mean", "means", "means", "let", "put", "keep", "kept", "find", + "found", "feel", "felt", "seem", "seems", "sorry", "thanks", "thank", + "please", "bye", "abc", "pay", "everybody", "everything", "something", + "anything", "nothing", "everyone", "someone", "anyone", "nobody", + "first", "second", "third", "last", "next", "both", "each", "every", + "little", "big", "small", "long", "short", "high", "low", "new", "old", + "time", "year", "day", "way", "thing", "things", "people", "person", + "lot", "lots", "bit", "kind", "sort", "part", "point", "case", "fact", + "course", "example", "problem", "question", "answer", "reason", "result", +} + + +def _load_terms() -> set[str]: + p = BANK / "terms.json" + if not p.exists(): + return set() + return set(json.loads(p.read_text()).keys()) + + +_TERMS: set[str] | None = None + + +def domain_terms() -> set[str]: + global _TERMS + if _TERMS is None: + _TERMS = _load_terms() + return _TERMS + + +def _latin_tokens(text: str) -> Counter: + """Meaningful Latin tokens: acronyms, gene/product codes, CamelCase. Ordinary + English function words are excluded — a cleaner legitimately rewrites + "Yeah, so we, we did that" and must not be punished for it.""" + out = Counter() + for t in LATIN.findall(text): + low = t.lower() + if low in _STOP_LATIN or len(t) < 2: + continue + # Keep: all-caps (EDC/IRT/GMP), mixed case with an inner capital (Kras is + # lowercase-tail but capitalized; KRAS is caps), anything with a digit or + # hyphen (BF4182, CD3-x), and capitalized proper nouns. + if t.isupper() or any(c.isdigit() for c in t) or "-" in t or t[0].isupper(): + out[t.upper()] += 1 + return out + + +def _han_terms(text: str, vocab: set[str]) -> Counter: + out = Counter() + for t in vocab: + if len(t) >= 3 and t in text: # ≥3 chars: shorter ones collide constantly + out[t] += text.count(t) + return out + + +@dataclass +class Verdict: + ok: bool + ratio: float + lost_numbers: list[str] = field(default_factory=list) + lost_latin: list[str] = field(default_factory=list) + lost_speakers: list[str] = field(default_factory=list) + lost_terms: list[str] = field(default_factory=list) + reasons: list[str] = field(default_factory=list) + + def brief(self) -> str: + if self.ok: + return f"ok ratio={self.ratio:.2f}" + return f"FAIL ratio={self.ratio:.2f} " + "; ".join(self.reasons) + + def as_dict(self): + return { + "ok": self.ok, "ratio": round(self.ratio, 3), + "lost_numbers": self.lost_numbers, "lost_latin": self.lost_latin, + "lost_speakers": self.lost_speakers, "lost_terms": self.lost_terms, + "reasons": self.reasons, + } + + +def check(src: str, out: str, *, min_ratio: float = 0.55, + max_ratio: float = 1.35, vocab: set[str] | None = None, + allow_lost_latin: int = 0) -> Verdict: + """Compare a cleaned chunk against its source. + + min_ratio 0.55 is deliberately generous: real 去口语化 on filler-heavy Chinese + speech legitimately removes 25–40% of characters. Anything below 0.55 is not + cleaning, it is summarizing. + """ + vocab = domain_terms() if vocab is None else vocab + src = COLLAPSE_MARKER.sub("", src) + out = COLLAPSE_MARKER.sub("", out) + ratio = len(out) / max(1, len(src)) + v = Verdict(ok=True, ratio=ratio) + + if ratio < min_ratio: + v.ok = False + v.reasons.append(f"过度压缩(ratio {ratio:.2f}<{min_ratio})") + if ratio > max_ratio: + v.ok = False + v.reasons.append(f"异常膨胀(ratio {ratio:.2f}>{max_ratio})") + + sn, on = Counter(NUM.findall(src)), Counter(NUM.findall(out)) + lost_n = sorted((sn - on).elements()) + if lost_n: + v.lost_numbers = lost_n + v.ok = False + v.reasons.append(f"丢数字{len(lost_n)}个:{lost_n[:6]}") + + sl, ol = _latin_tokens(src), _latin_tokens(out) + lost_l = sorted((sl - ol).elements()) + if len(lost_l) > allow_lost_latin: + v.lost_latin = lost_l + v.ok = False + v.reasons.append(f"丢英文术语{len(lost_l)}个:{lost_l[:6]}") + + ss, os_ = Counter(SPEAKER.findall(src)), Counter(SPEAKER.findall(out)) + lost_s = sorted(set((ss - os_).elements())) + if lost_s: + v.lost_speakers = lost_s + v.ok = False + v.reasons.append(f"丢说话人标签:{lost_s[:5]}") + + if vocab: + st, ot = _han_terms(src, vocab), _han_terms(out, vocab) + lost_t = sorted(set((st - ot).elements())) + if lost_t: + v.lost_terms = lost_t + v.ok = False + v.reasons.append(f"丢领域术语{len(lost_t)}个:{lost_t[:6]}") + + return v + + +def expected_compression(src: str) -> float: + """Rough share of characters attributable to filler, for interpreting ratios.""" + n = sum(src.count(f) * len(f) for f in FILLERS) + return n / max(1, len(src)) + + +def score_document(src: str, out: str, vocab: set[str] | None = None) -> dict: + """Document-level metrics for the横评 report (not a gate).""" + vocab = domain_terms() if vocab is None else vocab + src = COLLAPSE_MARKER.sub("", src) + out = COLLAPSE_MARKER.sub("", out) + sn, on = Counter(NUM.findall(src)), Counter(NUM.findall(out)) + sl, ol = _latin_tokens(src), _latin_tokens(out) + st, ot = _han_terms(src, vocab), _han_terms(out, vocab) + ss, os_ = set(SPEAKER.findall(src)), set(SPEAKER.findall(out)) + + def recall(a: Counter, b: Counter) -> float: + tot = sum(a.values()) + if not tot: + return 1.0 + kept = sum(min(c, b[k]) for k, c in a.items()) + return kept / tot + + return { + "char_ratio": round(len(out) / max(1, len(src)), 3), + "filler_share": round(expected_compression(src), 3), + "number_recall": round(recall(sn, on), 3), + "latin_recall": round(recall(sl, ol), 3), + "term_recall": round(recall(st, ot), 3), + "speaker_recall": round(len(ss & os_) / len(ss), 3) if ss else 1.0, + "src_numbers": sum(sn.values()), "src_latin": sum(sl.values()), + "src_terms": sum(st.values()), "src_speakers": len(ss), + } + + +if __name__ == "__main__": + import sys + src = Path(sys.argv[1]).read_text(errors="ignore") + out = Path(sys.argv[2]).read_text(errors="ignore") + print(json.dumps(score_document(src, out), ensure_ascii=False, indent=2)) + print(check(src, out).brief()) diff --git a/servers/tools-pve/asr-pipeline/asrpipe/flagger.py b/servers/tools-pve/asr-pipeline/asrpipe/flagger.py new file mode 100644 index 0000000..caae2d4 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/flagger.py @@ -0,0 +1,956 @@ +#!/usr/bin/env python3 +"""S1 — entity/term candidate flagger v3. Local, no LLM cost. + +Inherits the correct design of the production v2 script +(`OBSIDIAN/bin/obsidian-asr-phonetic-correct.py`): phonetics raise a flag, +*sentence context decides*, so this stays a high-recall flagger that never +rewrites anything. It emits candidates and lets the S2 cleaning model judge each +one against the sentence it sits in — the step that correctly rejects +主要(adverb)→朱岩 while accepting 中药("找大涛")→王宗耀. + +Three changes over v2, each fixing a measured problem: + +1. **Speed.** v2 took 31s per transcript: it re-scanned all 349 minutes notes on + every run and did a pure-Python O(n·m) syllable DP against every candidate. + v3 caches the corpus scan on disk (keyed by directory mtimes) and pre-buckets + candidates by (length, first-syllable-initial), so the DP only runs on + plausible pairs. Target <5s. + +2. **Precision.** v2 offered 「分钟」→冯昆仑 and 「很远」→恒元生物 — ordinary words + displaced by entities. v3 consults the term-bank allowlist (1,644 high-frequency + general words from THUOCL): a span that IS a common word is demoted, not + dropped, and carries an explicit `common_word: true` warning so the model + defaults to keeping it. + +3. **Coverage.** v2 only searched vault entities. v3 adds the domain term bank + (CDMO/CMC jargon, 239 Chinese INN drug names) and INN suffix detection, so it + flags 批记录 mis-hearings (披露/P图) and drug names never seen in the vault. + +Output is JSON: candidates grouped per chunk index, ready to inject into S2. +""" +from __future__ import annotations + +import argparse +import hashlib +import json +import math +import os +import re +import sys +import time +import urllib.request +from dataclasses import dataclass, field +from pathlib import Path + +from .config import CFG + +LAB = CFG.root +BANK = CFG.termbank_dir +CACHE = CFG.cache_dir / "flagger" +VAULT = CFG.vault + +HS_API = CFG.hindsight_api +HS_BANK = CFG.hindsight_bank +HS_TIMEOUT = CFG.hindsight_timeout + +HAN = re.compile(r"[\u4e00-\u9fff]+") +HAN_FULL = re.compile(r"^[\u4e00-\u9fff]+$") +SPEAKER_TAG = re.compile(r"^\s*[【\[]([^\]】]+)[】\]]\s*") +SENT_SPLIT = re.compile(r"[。！？!?…\n；;]+") +INITIALS = ["zh", "ch", "sh", "b", "p", "m", "f", "d", "t", "n", "l", "g", "k", + "h", "j", "q", "x", "r", "z", "c", "s", "y", "w"] +FOLD = {"zh": "z", "ch": "c", "sh": "s"} + +try: + from pypinyin import Style, lazy_pinyin +except ImportError: # pragma: no cover - fall back to the vendored copy + sys.path.insert(0, str(CFG.obsidian / "bin" / "_vendor")) + from pypinyin import Style, lazy_pinyin + + +# ------------------------------------------------------------------ phonetics +def norm_syllable(s: str) -> tuple[str, str]: + init, fin = "", s + for cand in INITIALS: + if s.startswith(cand): + init, fin = cand, s[len(cand):] + break + init = FOLD.get(init, init) + if fin.endswith("ng"): + fin = fin[:-1] + # Input-method style equivalences beyond the v2 set: these are the confusions + # a Mandarin speaker (and therefore an ASR acoustic model) actually makes. + fin = fin.replace("uang", "uan").replace("iang", "ian") + if fin in ("en", "eng"): + fin = "en" + if fin in ("in", "ing"): + fin = "in" + return init, fin + + +def to_syls(text: str) -> list[tuple[str, str]]: + bare = lazy_pinyin(text) + toned = lazy_pinyin(text, style=Style.TONE3, neutral_tone_with_five=True) + out = [] + for b, t in zip(bare, toned): + if not re.match(r"[a-z]", b): + continue + out.append((b, t[len(b):] if t.startswith(b) else "")) + return out + + +_PERSONAL_SYL: dict[tuple[tuple[str, str], tuple[str, str]], int] | None = None + + +def personal_syllable_confusions() -> dict: + """Learn directional heard->intended syllable errors from confirmed fixes.""" + global _PERSONAL_SYL + if _PERSONAL_SYL is not None: + return _PERSONAL_SYL + out: dict[tuple[tuple[str, str], tuple[str, str]], int] = {} + try: + from . import lexicon + for heard, targets in lexicon.confusion_map().items(): + hs = to_syls(heard) + for intended, n, confirmed in targets: + if not confirmed: + continue + ts = to_syls(intended) + if len(hs) != len(ts): + continue + for h, t in zip(hs, ts): + hk, tk = norm_syllable(h[0]), norm_syllable(t[0]) + if hk == tk: + continue + out[(hk, tk)] = out.get((hk, tk), 0) + max(1, n) + except Exception: + pass + _PERSONAL_SYL = out + return out + + +def syl_sim(a, b, *, personal: bool = False) -> float: + (ap, at), (bp, bt) = a, b + ai, af = norm_syllable(ap) + bi, bf = norm_syllable(bp) + if (ai, af) == (bi, bf): + base = 1.0 + else: + base = 0.0 + if ai == bi: + base += 0.5 + elif {ai, bi} <= {"n", "l"} or {ai, bi} <= {"f", "h"}: + base += 0.35 # n/l and f/h merge in many southern accents + if af == bf: + base += 0.5 + elif af and bf and af[0] == bf[0]: + base += 0.2 + learned_n = (personal_syllable_confusions().get(((ai, af), (bi, bf)), 0) + if personal else 0) + if learned_n: + # Direction matters: this is how the ASR wrote the sound -> what Kai + # confirmed. One confirmation is strong evidence, repetition raises it + # gradually, and graph/in-play gating still limits which entities are active. + return max(base, min(0.98, 0.89 + 0.03 * math.log1p(learned_n))) + return base * (1.0 if at == bt and at else 0.94) + + +def seq_score(a, b, *, personal: bool = False) -> float: + n, m = len(a), len(b) + if not n or not m: + return 0.0 + dp = [[0.0] * (m + 1) for _ in range(n + 1)] + for i in range(n + 1): + dp[i][0] = i + for j in range(m + 1): + dp[0][j] = j + for i in range(1, n + 1): + ai = a[i - 1] + for j in range(1, m + 1): + dp[i][j] = min(dp[i - 1][j - 1] + + (1 - syl_sim(ai, b[j - 1], personal=personal)), + dp[i - 1][j] + 1, dp[i][j - 1] + 1) + return 1 - dp[n][m] / max(n, m) + + +# ------------------------------------------------------------ candidate pool +@dataclass +class Cand: + form: str # the surface form to match phonetically + canonical: str # what to correct to + kind: str # 人名 / 公司 / 工艺术语 / 药品通用名 / … + source: str + weight: float = 0.0 # in-play priority + syls: list = field(default_factory=list) + rule: str = "full" # how `form` was derived from `canonical` (see RULE_MIN) + owner: str = "" # affiliation (entity.company) used for disambiguation + role: str = "" + anchor: int = 0 # honorific forms: +1 = leading particle, -1 = trailing + + +# How close a span must sound to a candidate form, per derivation rule. These are +# not arbitrary: a rule that carries extra structural evidence can afford a lower +# phonetic bar, and a rule with little structure needs a higher one. +RULE_MIN = { + "full": 0.86, # whole-name homophone, the v3 behaviour + "alias": 1.0, # exact card/learned alias — an identity binding, not a guess + "org-short": 0.84, # 迈威(生物): the dropped tail is itself evidence + "given": 0.88, # 光辉←李光辉: short and riskier, so stricter + "honorific": 0.82, # X总/老X: the title is a strong anchor, only X must match + "one-off": 0.85, # same length, one syllable substituted + "consistency": 0.80, # another spelling of a target already established in-doc + "observed": 0.90, # fuzzy neighbour of a confirmed historical ASR error +} + +ORG_TAIL = ("生物医药", "生物科技", "有限公司", "股份公司", "生物", "医药", "制药", + "药业", "基金", "资本", "投资", "科技", "集团", "股份", "公司", "银行", + "证券", "医院", "研究院", "实验室") +HONOR_PREFIX = ("老", "小") +HONOR_SUFFIX = ("总", "博", "哥", "姐", "老师", "董") # 博=博士: 张博→张成海, 许博→许俊彦 + + +def org_head(name: str) -> str: + """迈威生物→迈威, 宝山基金→宝山. The form people actually say out loud.""" + for t in ORG_TAIL: + if name.endswith(t) and len(name) - len(t) >= 2: + return name[:len(name) - len(t)] + return "" + + +def variants(canonical: str, kind: str) -> list[tuple[str, str, int]]: + """Spoken surface forms of an entity, as (form, rule). + + This is the fix for the dominant failure mode measured on 2026-07-21: the + matcher only compared whole strings of near-equal length, so every colloquial + short form was unreachable — 麦威 could not find 迈威生物, 光辉 could not find + 李光辉, and 老万 was actively discarded because it matched an alias *exactly*. + """ + out: list[tuple[str, str, int]] = [] + if kind in ("公司", "机构"): + h = org_head(canonical) + if 2 <= len(h) <= 5: + out.append((h, "org-short", 0)) + return out + if kind != "人名" or not (2 <= len(canonical) <= 4): + return out + surname, given = canonical[0], canonical[1:] + if len(given) >= 2: + out.append((given, "given", 0)) # 光辉 ← 李光辉 + for p in HONOR_PREFIX: + out.append((p + surname, "honorific", +1)) # 老万 / 小万 + for suf in HONOR_SUFFIX: + out.append((surname + suf, "honorific", -1)) # 万总 / 万博 + if len(given) == 1: + out.append((given + suf, "honorific", -1)) # 洵总 ← 邹洵 + return out + + +def _dir_sig(paths) -> str: + h = hashlib.sha256() + for p in paths: + p = Path(p) + if p.exists(): + if p.is_file(): + st = p.stat() + h.update(f"{p}:{st.st_mtime_ns}:{st.st_size}".encode()) + continue + files = sorted(p.glob("*.md")) + h.update(f"{p}:{len(files)}".encode()) + for f in files: + st = f.stat() + h.update(f"{f.name}:{st.st_mtime_ns}:{st.st_size}".encode()) + return h.hexdigest()[:16] + + +def load_pool(use_termbank=True) -> dict[str, Cand]: + """Vault entities (cards + glossary) ∪ optional domain term bank.""" + CACHE.mkdir(parents=True, exist_ok=True) + if CFG.use_lexicon: + try: + from . import lexicon + lexicon.sync_from_vault() + except Exception: + pass + sig = _dir_sig([VAULT / "People", VAULT / "Companies", VAULT / "minutes", + CFG.lexicon_db]) + cpath = CACHE / f"pool6-{sig}-{int(use_termbank)}.json" + if cpath.exists(): + d = json.loads(cpath.read_text()) + return {k: Cand(**v) for k, v in d.items()} + + pool: dict[str, Cand] = {} + + def add(form, canonical, kind, source, rule="full", owner="", role="", anchor=0): + """Register a matchable form. + + Keyed by (form, rule, canonical) rather than form alone: 迈威 is both an + exact card alias of 迈威生物 *and* its org-short form. Keeping only the + alias entry made 麦威 unmatchable, because the alias rule matches exactly + and never phonetically. Both entries must coexist. + """ + form = (form or "").strip() + if not (2 <= len(form) <= 12) or not HAN_FULL.match(form): + return + key = f"{form}\x00{rule}\x00{canonical}" + if key in pool: + return + pool[key] = Cand(form, canonical, kind, source, syls=to_syls(form), + rule=rule, owner=owner, role=role, anchor=anchor) + + # Entities and their aliases come from the SQLite lexicon, which mirrors the + # vault cards (read-only) and additionally holds anything Kai has confirmed. + ents: dict = {} + if CFG.use_lexicon: + try: + from . import lexicon + ents = lexicon.entities() + for name, e in ents.items(): + add(name, name, e.kind, "lexicon-entity", "full", e.company, e.role) + for al, targets in lexicon.alias_map().items(): + # Every target, not just the first. The glossary deliberately keeps + # one-to-many rows (许博→许俊彦/许恒皓, 徐总→徐劲前/邹洵) because they + # are context-dependent; collapsing them to one silently discarded + # the correct reading. + for canon, kind, origin, _conf in targets: + e = ents.get(canon) + add(al, canon, kind, f"alias-{origin}", "alias", + e.company if e else "", e.role if e else "") + # Exact confirmed errors are already aliases. This second form is + # deliberately gated on in-play and allows a nearby decoder variant + # (张台海) to recall the same canonical person learned from + # 张泰海→张成海 without enabling global fuzzy matching. + for heard, targets in lexicon.confusion_map().items(): + for canon, _n, confirmed in targets: + if not confirmed: + continue + e = ents.get(canon) + add(heard, canon, e.kind if e else lexicon.guess_kind(canon), + "observed-correction", "observed", + e.company if e else "", e.role if e else "") + except Exception: + ents = {} + if not ents: # lexicon disabled/broken + for sub, kind in (("People", "人名"), ("Companies", "公司")): + d = VAULT / sub + if not d.exists(): + continue + for f in d.glob("*.md"): + add(f.stem, f.stem, kind, f"card-{sub.lower()}") + + # Spoken short forms. Generated for every entity; only the in-play ones are + # activated at match time, so this costs nothing in precision. + for c in list(pool.values()): + if c.rule != "full" or c.kind not in ("人名", "公司"): + continue + for form, rule, anchor in variants(c.canonical, c.kind): + add(form, c.canonical, c.kind, "variant", rule, c.owner, c.role, anchor) + + if use_termbank: + tb = BANK / "terms.json" + if tb.exists(): + for term, e in json.loads(tb.read_text()).items(): + # Only the on-domain, distinctive slices are worth phonetic search; + # 27k THUOCL general words would flood the candidate space with the + # very false positives v3 is trying to eliminate. + if e["kind"] in ("工艺术语", "药品通用名", "机构", "已确认纠错目标"): + add(term, term, e["kind"], e["sources"][0]) + + cpath.write_text(json.dumps({k: v.__dict__ for k, v in pool.items()}, + ensure_ascii=False), encoding="utf-8") + return pool + + +def load_allowlist() -> set[str]: + p = BANK / "allowlist.txt" + return set(p.read_text().split()) if p.exists() else set() + + +# ------------------------------------------------------------------- in-play +# A wikilink in a minutes note points at other notes as often as at entities. +# Unfiltered, 25 of the 70 in-play slots on 2026-07-21 were note titles, bare dates +# and `_glossary` — burning candidate space and prompt budget on non-entities. +NOT_ENTITY = re.compile(r"^\d{4}-\d{2}|^_|\.md$|[|/#]|^\d+$") + + +def _is_entity_name(s: str) -> bool: + s = s.strip() + return bool(s) and 2 <= len(s) <= 12 and not NOT_ENTITY.search(s) + + +def _minutes_entities(text: str) -> set[str]: + out = set() + for key in ("people", "companies"): + m = re.search(rf"^{key}:[ \t]*(.*)$", text, re.M) + if m: + out |= {x for x in re.findall(r"[^,\[\]\s，、]+", m.group(1))} + out |= {w.strip() for w in re.findall(r"\[\[([^\]|#]+)", text)} + return {o for o in out if _is_entity_name(o)} + + +def _corpus() -> list[tuple[str, set[str], str]]: + CACHE.mkdir(parents=True, exist_ok=True) + sig = _dir_sig([VAULT / "minutes"]) + cpath = CACHE / f"corpus-{sig}.json" + if cpath.exists(): + return [(a, set(b), c) for a, b, c in json.loads(cpath.read_text())] + out = [] + for f in sorted((VAULT / "minutes").glob("*.md")): + txt = f.read_text(errors="ignore") + m = re.search(r"^date:\s*(\d{4}-\d{2}-\d{2})", txt, re.M) + out.append((f.name, _minutes_entities(txt), m.group(1) if m else "")) + cpath.write_text(json.dumps([(a, sorted(b), c) for a, b, c in out], + ensure_ascii=False), encoding="utf-8") + return out + + +def hindsight_recall(seed: list[str], extra_query: str = "") -> tuple[set[str], list[str]]: + """Semantic neighbourhood from Hindsight. Returns (entity names, memory texts). + + The memory texts matter as much as the names: injected into S2/S4 they give the + model the *relationship* ("吴楠 is 刘冀's colleague at 跨境资本") that lets it + accept or reject a phonetic candidate on business grounds, not just sound. + """ + if not seed and not extra_query: + return set(), [] + query = (" ".join(sorted(seed)) + " " + extra_query).strip() or "会议 相关人物 公司" + body = json.dumps({"query": query, "max_tokens": 1500}).encode() + url = f"{HS_API}/v1/default/banks/{HS_BANK}/memories/recall" + try: + req = urllib.request.Request(url, data=body, + headers={"Content-Type": "application/json"}) + with urllib.request.urlopen(req, timeout=HS_TIMEOUT) as r: + d = json.loads(r.read()) + except Exception: + return set(), [] + names = set(d.get("entities", {}).keys()) + texts = [] + for r_ in d.get("results", []): + names.update(r_.get("entities", [])) + if r_.get("text"): + texts.append(r_["text"]) + return ({n for n in names if 2 <= len(n) <= 8 and HAN_FULL.match(n)}, texts) + + +def _super_nodes(participants: set[str], corpus) -> set[str]: + if len(participants) < 2: + return set() + freq = {p: sum(1 for _, e, _ in corpus if p in e) for p in participants} + fmin = max(1, min(freq.values())) + hubs = {p for p in participants if freq[p] >= 20 and freq[p] >= 3 * fmin} + return hubs if len(hubs) < len(participants) else set() + + +def compute_in_play(participants: set[str], recent_days=90, use_hindsight=True, + extra_seed: set[str] | None = None): + corpus = _corpus() + hubs = _super_nodes(participants, corpus) + seed = ((participants - hubs) or participants) | (extra_seed or set()) + dates = [d for _, _, d in corpus if d] + ref = max(dates) if dates else "" + weight = {p: 999.0 for p in participants} + for _, ents, d in corpus: + if not (ents & seed): + continue + if ref and d and recent_days: + try: + from datetime import date + a = date.fromisoformat(d) + b = date.fromisoformat(ref) + if (b - a).days > recent_days: + continue + except Exception: + pass + for e in ents: + weight[e] = weight.get(e, 0) + 1 + try: + from . import graph + graph.sync() + for entity, score in graph.context_weights(seed).items(): + weight[entity] = weight.get(entity, 0.0) + score + except Exception: + pass + in_play = set(sorted(weight, key=lambda e: -weight[e])[:60]) + hs_names, hs_texts = hindsight_recall(sorted(seed)) if use_hindsight else (set(), []) + return in_play | hs_names, {"hubs": sorted(hubs), "hindsight_names": sorted(hs_names), + "hindsight_texts": hs_texts, "weight": weight} + + +# ----------------------------------------------------------------- flagging +def sentences_of(text: str): + for raw in text.splitlines(): + line = raw.strip() + if not line or line.startswith(("#", "" +FEEDBACK_END = "" +CARD_THRESHOLD = 2 + + +def enqueue(recording: str, question: str, payload: dict) -> int: + con = lexicon.connect() + old = con.execute( + "SELECT id FROM review_question WHERE recording=? AND question=? " + "AND status='pending'", (recording, question)).fetchone() + if old: + con.close() + return int(old["id"]) + cur = con.execute( + "INSERT INTO review_question(recording,question,payload,created_at)" + " VALUES(?,?,?,?)", + (recording, question, json.dumps(payload, ensure_ascii=False), time.time())) + con.commit() + row_id = int(cur.lastrowid) + con.close() + return row_id + + +def pending(limit: int = 20) -> list[dict]: + con = lexicon.connect() + rows = con.execute( + "SELECT * FROM review_question WHERE status='pending' " + "ORDER BY created_at LIMIT ?", (limit,)).fetchall() + con.close() + return [dict(r) for r in rows] + + +def enqueue_draft(recording: str, draft_path: Path) -> int: + """Queue the draft's explicit uncertainties plus one overall review item.""" + path = draft_path.resolve() + try: + path.relative_to(CFG.drafts.resolve()) + except ValueError: + raise ValueError(f"draft outside review root: {path}") + text = path.read_text(encoding="utf-8", errors="ignore") + fm_match = re.match(r"(?s)^---\n(.*?)\n---", text) + fm = fm_match.group(1) if fm_match else "" + bg_match = re.search( + r"(?ms)^## 通话背景（待确认）\s*$\n(.*?)(?=^## |\Z)", text) + if bg_match: + background = re.sub(r"\s+", " ", bg_match.group(1)).strip() + else: + body = text[fm_match.end():] if fm_match else text + body = re.sub(r"(?m)^# .*$", "", body).strip() + background = re.sub(r"\s+", " ", body[:700]).strip() + count = 0 + enqueue(recording, + "系统判断的通话背景是否基本准确？若偏差较大，请在下方写明正确背景以重跑草稿。", + { + "kind": "background_check", "draft_path": str(path), + "question_index": 0, "sentence": background, + "candidates": ["背景基本准确"], + }) + count += 1 + + named = {} + in_speakers = False + for line in fm.splitlines(): + if line.strip() == "voiceprint_speakers:": + in_speakers = True + continue + if in_speakers: + sm = re.match(r"^\s+(speaker_\d+):\s*(.+?)\s*$", line) + if sm: + named[sm.group(1)] = sm.group(2).strip() + continue + in_speakers = False + transcript_path = "" + tm = re.search(r"(?m)^transcript:\s*(.+?)\s*$", fm) + if tm: + transcript_path = tm.group(1).strip().strip("\"'") + transcript = "" + try: + transcript = Path(transcript_path).read_text(encoding="utf-8", errors="ignore") + except OSError: + pass + all_speakers = sorted(set(re.findall(r"(?m)^【(speaker_\d+)】", transcript))) + missing_speakers = [s for s in all_speakers if s not in named] + for speaker in missing_speakers: + excerpts = re.findall( + rf"(?m)^【{re.escape(speaker)}】(.+)$", transcript) + spoken_chars = sum(len(re.sub(r"\s+", "", x)) for x in excerpts) + if spoken_chars < 80 and max((len(x) for x in excerpts), default=0) < 50: + continue + excerpt = "\n\n".join(x.strip() for x in excerpts[:3])[:1200] + enqueue(recording, f"{speaker} 尚未注册声纹；你认识这位说话人吗？", { + "kind": "voiceprint", "speaker_id": speaker, + "draft_path": str(path), "question_index": count, + "sentence": excerpt or "没有足够发言摘录，请无法确认时直接跳过。", + "candidates": [], + }) + count += 1 + + m = re.search(r"(?ms)^## 待你确认\s*$\n(.*?)(?=^## |\Z)", text) + questions = [] + if m: + questions = [ + re.sub(r"\s+", " ", x).strip() + for x in re.findall(r"(?m)^\d+\.\s+(.+)$", m.group(1)) + ] + for i, question in enumerate(questions, 1): + if any(speaker in question and "身份" in question + for speaker in missing_speakers): + continue + candidates = list(dict.fromkeys(re.findall(r"\[\[([^\]|#]+)", question))) + enqueue(recording, question, { + "kind": "draft_question", "draft_path": str(path), + "question_index": count, "sentence": question, + "candidates": candidates[:4], + }) + count += 1 + + cards = { + "人名": {p.stem for p in (CFG.vault / "People").glob("*.md") + if not p.name.startswith("_")}, + "公司": {p.stem for p in (CFG.vault / "Companies").glob("*.md") + if not p.name.startswith("_")}, + } + con = lexicon.connect() + for kind, key in (("人名", "people"), ("公司", "companies")): + names = re.findall(r"[^,\[\]\s，、]+", + _frontmatter_value(text, key)) + for name in names: + if name in cards[kind] or not name or name.startswith("speaker_"): + continue + history = con.execute( + "SELECT count(DISTINCT source) FROM entity_mention " + "WHERE entity=? AND kind=?", (name, kind)).fetchone()[0] + if history + 1 < CARD_THRESHOLD: + continue + label = "人物卡" if kind == "人名" else "公司卡" + enqueue(recording, + f"“{name}”计入本次后已在 {history + 1} 场正式记录中出现，" + f"是否建立{label}？", { + "kind": "entity_card", "entity": name, + "entity_kind": kind, "draft_path": str(path), + "question_index": count, + "sentence": "只建立保守存根；职位、重要性、合作阶段等判断字段不会自动猜。", + "candidates": [f"建立{label}", "暂不建立"], + }) + count += 1 + con.close() + enqueue(recording, "这份草稿整体是否可以作为后续定稿的基础？", { + "kind": "draft_overall", "draft_path": str(path), + "question_index": count, + "sentence": "可展开查看完整草稿；选择“还需修改”时，请在输入框说明修改方向。", + "candidates": ["草稿整体可用", "还需修改"], + }) + return count + 1 + + +def _frontmatter_value(text: str, key: str) -> str: + m = re.match(r"(?s)^---\n(.*?)\n---", text) + if not m: + return "" + km = re.search(rf"(?m)^{re.escape(key)}:\s*(.+?)\s*$", m.group(1)) + return km.group(1).strip().strip("\"'") if km else "" + + +def _voiceprint_name(value: str) -> str: + if value in {"无法确认，保留原文", "不知道", "不认识"}: + return "" + name = re.split(r"[，,；;（(\s]", value.strip(), maxsplit=1)[0] + return name if 2 <= len(name) <= 12 and not name.startswith("speaker_") else "" + + +def _confirm_voiceprint(draft_path: str, speaker_id: str, value: str) -> bool: + """Persist an explicit speaker identity and immediately enroll its session.""" + name = _voiceprint_name(value) + if not name: + return False + path = Path(draft_path).resolve() + try: + path.relative_to(CFG.drafts.resolve()) + except ValueError: + return False + text = path.read_text(encoding="utf-8", errors="ignore") + session_id = _frontmatter_value(text, "voiceprint_session") + if not session_id: + return False + fm = re.match(r"(?s)^---\n(.*?)\n---", text) + if not fm: + return False + block = fm.group(1) + speaker_line = rf"(?m)^(\s+{re.escape(speaker_id)}:)\s*.*$" + if re.search(speaker_line, block): + block = re.sub(speaker_line, rf"\1 {name}", block) + elif re.search(r"(?m)^voiceprint_speakers:\s*$", block): + block = re.sub( + r"(?m)^(voiceprint_speakers:\s*)$", + rf"\1\n {speaker_id}: {name}", block, count=1) + else: + block += f"\nvoiceprint_speakers:\n {speaker_id}: {name}" + if re.search(r"(?m)^voiceprint_enroll:", block): + block = re.sub(r"(?m)^voiceprint_enroll:.*$", + "voiceprint_enroll: true", block) + else: + block += "\nvoiceprint_enroll: true" + text = text[:fm.start()] + "---\n" + block + "\n---" + text[fm.end():] + from . import vault + vault.write_draft_file(path, text) + + body = json.dumps({ + "session_id": session_id, "speaker_id": int(speaker_id.split("_")[1]), + "name": name, + }).encode() + req = urllib.request.Request( + "http://192.168.50.100:10099/voiceprints/enroll", data=body, + headers={"Content-Type": "application/json"}) + try: + with urllib.request.urlopen(req, timeout=20) as response: + result = json.load(response) + return result.get("status") == "enrolled" + except Exception: + return False + + +def _persist_draft_feedback(recording: str, draft_path: str) -> bool: + """Once a draft's web questions are complete, append an auditable answer block.""" + path = Path(draft_path).resolve() + try: + path.relative_to(CFG.drafts.resolve()) + except ValueError: + return False + con = lexicon.connect() + rows = con.execute( + "SELECT * FROM review_question WHERE recording=? ORDER BY created_at,id", + (recording,)).fetchall() + con.close() + selected = [] + for row in rows: + payload = json.loads(row["payload"] or "{}") + if payload.get("draft_path") == str(path): + if row["status"] == "pending": + return False + selected.append((row["question"], row["answer"] or "")) + if not selected or not path.exists(): + return False + lines = [FEEDBACK_START, "## Web 人工确认记录", ""] + for i, (question, answer_value) in enumerate(selected, 1): + lines.extend([f"{i}. **问题**：{question}", f" - **回答**：{answer_value}"]) + lines.extend(["", FEEDBACK_END]) + block = "\n".join(lines) + text = path.read_text(encoding="utf-8", errors="ignore") + pattern = re.compile( + re.escape(FEEDBACK_START) + r".*?" + re.escape(FEEDBACK_END), re.S) + text = pattern.sub(block, text) if pattern.search(text) else text.rstrip() + "\n\n" + block + "\n" + from . import vault + vault.write_draft_file(path, text) + return True + + +def _request_revision(draft_path: str) -> bool: + queue_dir = os.environ.get("ASR_REVISION_QUEUE_DIR", "") + if queue_dir: + try: + path = Path(draft_path).resolve() + text = path.read_text(encoding="utf-8", errors="ignore") + job = _frontmatter_value(text, "intake_job") + queue = Path(queue_dir) + queue.mkdir(parents=True, exist_ok=True) + target = queue / f"{path.stem}.json" + tmp = queue / f".{path.stem}.{os.getpid()}.tmp" + tmp.write_text(json.dumps({"draft": str(path), "job_id": job}, + ensure_ascii=False), encoding="utf-8") + tmp.replace(target) + return True + except Exception: + return False + name = Path(draft_path).name + try: + escaped = subprocess.run( + ["systemd-escape", name], capture_output=True, text=True, + timeout=5, check=True).stdout.strip() + result = subprocess.run( + ["systemctl", "--user", "start", "--no-block", + f"asr-review-revise@{escaped}.service"], + capture_output=True, text=True, timeout=10) + return result.returncode == 0 + except Exception: + return False + + +def answer(question_id: int, value: str) -> dict: + con = lexicon.connect() + row = con.execute("SELECT * FROM review_question WHERE id=?", + (question_id,)).fetchone() + if not row: + con.close() + raise KeyError(f"review question {question_id} not found") + if row["status"] != "pending": + result = { + "id": question_id, "answer": row["answer"], "learned": False, + "already_answered": True, + } + con.close() + return result + payload = json.loads(row["payload"] or "{}") + recording = row["recording"] + con.execute( + "UPDATE review_question SET status='answered',answer=?,answered_at=? WHERE id=?", + (value, time.time(), question_id)) + con.commit() + con.close() + + # A positive answer to an entity choice becomes reusable deterministic memory. + source = payload.get("surface", "") + candidates = payload.get("candidates") or [] + canonical = value if value in candidates else "" + if source and canonical: + lexicon.learn_alias(source, canonical, origin="review", confirmed=1, + note=f"review question {question_id}") + lexicon.learn_correction(source, canonical, confirmed=1, + note=f"review question {question_id}") + lexicon.record_observation(source, canonical, source=row["recording"], + context=payload.get("sentence", ""), + confidence=1.0, confirmed=1) + saved = False + voiceprint_enrolled = False + if payload.get("kind") == "voiceprint": + voiceprint_enrolled = _confirm_voiceprint( + payload.get("draft_path", ""), payload.get("speaker_id", ""), value) + if payload.get("draft_path"): + try: + saved = _persist_draft_feedback(recording, payload["draft_path"]) + except Exception as e: + # The answer is already durable in SQLite. A transient git/filesystem + # failure must not turn a successful mobile submission into a retry. + from .log import log + log(f"review answer saved but draft feedback sync failed: {e}", + level="WARN") + saved = False + revision_started = saved and _request_revision(payload["draft_path"]) + if revision_started: + try: + text = Path(payload["draft_path"]).read_text( + encoding="utf-8", errors="ignore") + job = _frontmatter_value(text, "intake_job") + if job: + from .control_web import update_job + if (payload.get("kind") == "publish_approval" + and value == "发布正式稿"): + update_job(job, "publishing", "发布已确认，正在写入正式纪要") + else: + update_job(job, "refining", "正在应用回答并生成定稿预览") + except Exception: + pass + return { + "id": question_id, "answer": value, "learned": bool(canonical), + "draft_feedback_saved": saved, "voiceprint_enrolled": voiceprint_enrolled, + "revision_started": revision_started, + } diff --git a/servers/tools-pve/asr-pipeline/asrpipe/review_web.py b/servers/tools-pve/asr-pipeline/asrpipe/review_web.py new file mode 100644 index 0000000..e14875c --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/review_web.py @@ -0,0 +1,305 @@ +#!/usr/bin/env python3 +"""Ephemeral, capability-URL mobile UI for the human review queue.""" +from __future__ import annotations + +import hmac +import html +import json +import os +import secrets +import subprocess +import sys +import time +import urllib.parse +from http import HTTPStatus +from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer +from pathlib import Path + +from . import review +from .config import CFG +from .log import log + +STATE = CFG.state_dir / "review-web.json" +UNIT = "asr-review-web.service" + + +def _url(token: str) -> str: + return f"http://{CFG.review_public_host}:{CFG.review_port}/r/{token}/" + + +def request_start(job_id: str = "") -> bool: + """Ensure control service is running and send a task-scoped review URL.""" + try: + r = subprocess.run(["systemctl", "--user", "start", UNIT], + capture_output=True, text=True, timeout=15) + if r.returncode: + log(f"review web start failed: {r.stderr.strip()[:240]}", level="WARN") + return False + from . import control_web + job = control_web._job(job_id) if job_id else None + if job_id and not job: + log(f"review notification missing job: {job_id}", level="WARN") + return False + url = control_web._review_url(job_id) + rows = (control_web._pending_for_job(job, 1000) + if job else review.pending(1000)) + from . import vault + n = len(rows) + title = str(job.get("title") or job["original_name"]) if job else "ASR" + vault.notify("ASR 快速确认", + f"{title}：{n} 个问题待确认\n{url}\n" + f"录音上传入口：http://{CFG.review_public_host}:{CFG.review_port}/", + redact_log=True) + return True + except Exception as e: + log(f"review web start failed: {e}", level="WARN") + return False + + +def read_state() -> dict | None: + try: + return json.loads(STATE.read_text(encoding="utf-8")) + except (OSError, ValueError): + return None + + +def _write_state(token: str, started: float) -> None: + CFG.state_dir.mkdir(parents=True, exist_ok=True) + data = { + "pid": os.getpid(), "url": _url(token), "port": CFG.review_port, + "started_at": started, "expires_at": started + CFG.review_max_seconds, + } + tmp = STATE.with_suffix(".tmp") + tmp.write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding="utf-8") + os.chmod(tmp, 0o600) + tmp.replace(STATE) + + +def _page(title: str, body: str) -> bytes: + return f""" + + + + +{html.escape(title)} +
ASR 快速确认 +确认结果会写入个人事实库，并用于后续录音
+
{body}
""".encode("utf-8") + + +class Server(ThreadingHTTPServer): + daemon_threads = True + + def __init__(self, addr, handler, token: str): + super().__init__(addr, handler) + self.token = token + self.started_at = time.time() + self.last_activity = self.started_at + self.opened = False + self.finish_at: float | None = None + + +class Handler(BaseHTTPRequestHandler): + server_version = "ASRReview/1" + + def log_message(self, fmt, *args): + # BaseHTTPRequestHandler includes the full URL in its default log line. + # The path is a bearer capability, so never persist it. + status = args[1] if len(args) > 1 else "?" + log(f"review web request: {self.command} status={status}") + + def _headers(self, status=HTTPStatus.OK, content_type="text/html; charset=utf-8"): + self.send_response(status) + self.send_header("Content-Type", content_type) + self.send_header("Cache-Control", "no-store, no-cache, must-revalidate") + self.send_header("Pragma", "no-cache") + self.send_header("X-Content-Type-Options", "nosniff") + self.send_header("X-Frame-Options", "DENY") + self.send_header("Referrer-Policy", "no-referrer") + self.send_header("Content-Security-Policy", + "default-src 'none'; style-src 'unsafe-inline'; " + "form-action 'self'; base-uri 'none'; frame-ancestors 'none'") + + def _valid_path(self) -> bool: + parts = urllib.parse.urlsplit(self.path) + want = f"/r/{self.server.token}/" + return hmac.compare_digest(parts.path, want) + + def _send(self, data: bytes, status=HTTPStatus.OK): + self._headers(status) + self.send_header("Content-Length", str(len(data))) + self.end_headers() + self.wfile.write(data) + + def do_GET(self): + if self.path == "/health": + body = json.dumps({"ok": True, "pending": len(review.pending(100))}).encode() + self._headers(content_type="application/json") + self.send_header("Content-Length", str(len(body))) + self.end_headers() + self.wfile.write(body) + return + if not self._valid_path(): + self._send(b"Not found", HTTPStatus.NOT_FOUND) + return + self.server.last_activity = time.time() + self.server.opened = True + rows = review.pending(100) + if not rows: + if self.server.finish_at is None: + self.server.finish_at = time.time() + 10 + self._send(_page("完成", + '

本轮确认完成

' + '

结果已经写入个人事实库，本页面即将自动关闭。

')) + return + row = rows[0] + payload = json.loads(row["payload"] or "{}") + choices = payload.get("candidates") or [] + buttons = [] + for value in choices: + v = html.escape(str(value), quote=True) + buttons.append( + f'') + buttons.append( + '') + source = html.escape(str(payload.get("sentence", ""))) + source_html = f'
{source}
' if source else "" + draft_html = "" + draft_path = payload.get("draft_path") + if draft_path: + try: + path = Path(draft_path).resolve() + path.relative_to(CFG.drafts.resolve()) + draft = path.read_text(encoding="utf-8", errors="ignore") + draft_html = ( + '
查看完整草稿
'
+                    + html.escape(draft) + "
") + except (OSError, ValueError): + draft_html = "" + placeholder = ("只输入姓名，例如：高瑶" + if payload.get("kind") == "voiceprint" + else ("背景不准时，在这里写明正确背景并提交重跑" + if payload.get("kind") == "background_check" + else "输入正确名称或补充说明")) + body = f"""
+
剩余 {len(rows)} 个 · 问题 #{row['id']}
+

{html.escape(row['question'])}

{source_html}{draft_html} +
+ +{''.join(buttons)} +
+
""" + self._send(_page("ASR 快速确认", body)) + + def do_POST(self): + if not self._valid_path(): + self._send(b"Not found", HTTPStatus.NOT_FOUND) + return + try: + length = min(int(self.headers.get("Content-Length", "0")), 4096) + form = urllib.parse.parse_qs(self.rfile.read(length).decode("utf-8")) + qid = int(form.get("id", ["0"])[0]) + custom = form.get("custom", [""])[0].strip() + answer = custom or form.get("answer", [""])[0].strip() + if not qid or not answer or len(answer) > 120: + raise ValueError("invalid answer") + pending_ids = {r["id"] for r in review.pending(1000)} + if qid not in pending_ids: + raise ValueError("问题已处理或不存在") + review.answer(qid, answer) + self.server.last_activity = time.time() + self.send_response(HTTPStatus.SEE_OTHER) + self.send_header("Location", f"/r/{self.server.token}/") + self.send_header("Cache-Control", "no-store") + self.end_headers() + except Exception as e: + self._send(_page("提交失败", + f'

提交失败

{html.escape(str(e))}

'), + HTTPStatus.BAD_REQUEST) + + +def serve() -> int: + rows = review.pending(100) + if not rows: + log("review web: no pending questions") + return 0 + token = secrets.token_urlsafe(32) + started = time.time() + try: + server = Server((CFG.review_host, CFG.review_port), Handler, token) + except OSError as e: + STATE.unlink(missing_ok=True) + log(f"review web bind failed on {CFG.review_host}:{CFG.review_port}: {e}", + level="ERROR") + return 1 + _write_state(token, started) + server.timeout = 1 + url = _url(token) + log(f"review web listening on {CFG.review_public_host}:{CFG.review_port} " + f"({len(rows)} question(s))") + try: + from . import vault + vault.notify("ASR 快速确认", + f"{len(rows)} 个问题待确认：{url}\n" + f"链接最多保留 {CFG.review_max_seconds // 60} 分钟，完成后自动销毁。", + redact_log=True) + except Exception as e: + log(f"review web notification failed: {e}", level="WARN") + try: + while True: + server.handle_request() + now = time.time() + if server.finish_at and now >= server.finish_at: + # A new recording can enqueue work during the 10-second grace + # period while systemd still considers this unit active. + if review.pending(1): + server.finish_at = None + log("review web received new work during shutdown grace") + else: + break + if now - started >= CFG.review_max_seconds: + log("review web reached maximum lifetime") + break + if server.opened and now - server.last_activity >= CFG.review_idle_seconds: + log("review web idle timeout") + break + finally: + server.server_close() + try: + STATE.unlink(missing_ok=True) + except OSError: + pass + return 0 + + +if __name__ == "__main__": + sys.exit(serve()) diff --git a/servers/tools-pve/asr-pipeline/asrpipe/revise.py b/servers/tools-pve/asr-pipeline/asrpipe/revise.py new file mode 100644 index 0000000..4bc11d1 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/revise.py @@ -0,0 +1,290 @@ +#!/usr/bin/env python3 +"""Prepare a final preview, then publish it only after explicit Web approval.""" +from __future__ import annotations + +import json +import re +import shutil +import time +from pathlib import Path + +from . import graph, lexicon, vault +from .config import CFG +from .llm import chat +from .log import log +from .review import FEEDBACK_END, FEEDBACK_START + +PROMPT = """请根据文末「Web 人工确认记录」将粗稿整理成可直接进入 Obsidian 的正式记录。 + +严格要求： +1. 只使用原稿、人工回答及原稿已标明的背景，不补充外部事实。 +2. 将确认的人名、关系、背景和术语真正改入正文；人工回答有“应该”等保留不确定性。 +3. 删除已解决的「待你确认」以及 Web 审核记录，不写 ASR 修正、speaker 归属等过程说明。 +4. YAML 必须符合： + - type: minutes + - tags: [会议纪要] + - 不得有 status: 草稿待确认 + - 保留 date/source/source_detail/transcript/voiceprint_session/ + voiceprint_speakers/voiceprint_enroll/intake_job + - people/companies 使用裸名列表。 +5. H1 使用简短、有辨识度的业务标题，不要写“粗整理草稿”或“会议纪要”。 +6. H1 后先写： + > [!summary] Summary + > 结论式概述。 + 然后按需写 `[!important] 决策`、Tasks 格式待办、`[!question] Open Questions`。 +7. 正文按业务主线组织，中文全角标点；有把握的实体用 [[双链]]。 +8. 不完整或仍存疑的内容可留 Open Questions，绝不硬猜。 +9. 输出完整 Markdown 文件，不要解释。 + +待发布粗稿： +{draft} +""" + + +def _field(text: str, key: str) -> str: + m = re.search(rf"(?m)^{re.escape(key)}:\s*(.+?)\s*$", text) + return m.group(1).strip().strip("\"'") if m else "" + + +def _safe_title(markdown: str) -> str: + m = re.search(r"(?m)^#\s+(.+?)\s*$", markdown) + title = m.group(1).strip() if m else "通话记录" + title = re.sub(r"[\[\]<>:\"/\\|?*#]", "", title) + title = re.sub(r"\s+", "", title).strip(". ") + return title[:72] or "通话记录" + + +def _formal_path(markdown: str) -> Path: + date = _field(markdown, "date") or time.strftime("%Y-%m-%d") + base = CFG.minutes / f"{date}-{_safe_title(markdown)}.md" + transcript = _field(markdown, "transcript") + if CFG.minutes.exists() and transcript: + for path in CFG.minutes.glob("*.md"): + try: + if _field(path.read_text(errors="ignore"), "transcript") == transcript: + return path + except OSError: + continue + if not base.exists(): + return base + n = 2 + while base.with_name(f"{base.stem}-{n}.md").exists(): + n += 1 + return base.with_name(f"{base.stem}-{n}.md") + + +def _answered_card_requests(draft_path: Path) -> list[tuple[str, str]]: + con = lexicon.connect() + rows = con.execute( + "SELECT payload,answer,status FROM review_question ORDER BY id").fetchall() + con.close() + out = [] + for row in rows: + payload = json.loads(row["payload"] or "{}") + if (payload.get("draft_path") != str(draft_path) + or payload.get("kind") != "entity_card" + or row["status"] != "answered" + or not str(row["answer"]).startswith("建立")): + continue + out.append((payload["entity"], payload["entity_kind"])) + return out + + +def _create_card(name: str, kind: str, minute: Path, date: str) -> Path | None: + if not name or "/" in name or name.startswith("_"): + return None + if kind == "人名": + path = CFG.vault / "People" / f"{name}.md" + if path.exists(): + return None + body = f"""--- +type: person +name: "{name}" +aliases: [] +company: +role: +status: active +importance: +owner: Cooper +tags: [] +last_contact: '{date}' +mentions: 1 +first_contact: '{date}' +next_followup: +location: +channels: [] +related_projects: [] +related_companies: [] +source: 会议提及 +created: {time.strftime("%Y-%m-%d")} +--- + +# {name} + +> [!summary] Summary +> 在 [[{minute.stem}]] 中被确认；详细身份与关系待后续补充。 + +## 相关会议 + +- [[{minute.stem}]] +""" + else: + path = CFG.vault / "Companies" / f"{name}.md" + if path.exists(): + return None + body = f"""--- +type: company +name: "{name}" +aliases: [] +industry: +stage: +relationship: +key_people: [] +related_projects: [] +related_companies: [] +tags: [] +source: 会议提及 +created: {time.strftime("%Y-%m-%d")} +last_contact: '{date}' +mentions: 1 +first_contact: '{date}' +--- + +# {name} + +> [!summary] Summary +> 在 [[{minute.stem}]] 中被确认；公司信息与关系阶段待后续补充。 + +## 相关会议 + +- [[{minute.stem}]] +""" + vault.write_draft_file(path, body) + return path + + +def _latest_publish_answer(path: Path) -> str: + con = lexicon.connect() + rows = con.execute( + "SELECT payload,answer,status FROM review_question ORDER BY id DESC" + ).fetchall() + con.close() + for row in rows: + payload = json.loads(row["payload"] or "{}") + if (payload.get("draft_path") == str(path) + and payload.get("kind") == "publish_approval" + and row["status"] == "answered"): + return str(row["answer"] or "") + return "" + + +def _validate_formal(out: str, original: str) -> None: + if not out.startswith("---\n") or "type: minutes" not in out: + raise RuntimeError("formal output failed frontmatter validation") + transcript = _field(original, "transcript") + if transcript and _field(out, "transcript") != transcript: + raise RuntimeError("formal output changed transcript provenance") + if "[!summary]" not in out: + raise RuntimeError("formal output missing Summary callout") + if not (0.35 <= len(out) / max(1, len(original)) <= 1.35): + raise RuntimeError("formal output length outside safety range") + + +def _as_preview(out: str) -> str: + fm = re.match(r"(?s)^---\n(.*?)\n---", out) + if not fm: + raise RuntimeError("formal preview missing frontmatter") + block = re.sub(r"(?m)^status:.*\n?", "", fm.group(1)) + block += "\nstatus: 待发布确认" + return "---\n" + block + "\n---" + out[fm.end():] + + +def prepare(path: Path) -> bool: + path = path.resolve() + path.relative_to(CFG.drafts.resolve()) + original = path.read_text(encoding="utf-8", errors="ignore") + intake_job = _field(original, "intake_job") + if FEEDBACK_START not in original or FEEDBACK_END not in original: + log(f"publish skipped without completed feedback: {path}", level="WARN") + return False + out = chat(CFG.draft_model, PROMPT.format(draft=original), max_tokens=14000) + out = re.sub(r"^```(?:markdown)?\s*|\s*```$", "", out.strip(), + flags=re.I | re.S).strip() + "\n" + if "status: 草稿待确认" in out or FEEDBACK_START in out: + raise RuntimeError("formal output retained draft-only metadata") + _validate_formal(out, original) + vault.write_draft_file(path, _as_preview(out)) + from . import review, review_web + review.enqueue( + _field(original, "transcript") or path.name, + "这是应用第一轮回答后的定稿预览。确认发布到 Obsidian 吗？", + { + "kind": "publish_approval", "draft_path": str(path), + "sentence": "请展开查看完整定稿；选择退回时，在输入框写明修改意见。", + "candidates": ["发布正式稿", "退回修改"], + }) + if intake_job: + try: + from .control_web import update_job + update_job(intake_job, "review", "定稿预览已生成，等待发布确认", + draft=str(path)) + except Exception as e: + log(f"preview intake status failed: {e}", level="WARN") + review_web.request_start(intake_job) + log(f"prepared final preview {path}") + return True + + +def _finalize_preview(text: str) -> str: + text = re.sub( + re.escape(FEEDBACK_START) + r".*?" + re.escape(FEEDBACK_END), + "", text, flags=re.S) + text = re.sub(r"(?m)^status:\s*待发布确认\s*\n?", "", text) + return text.rstrip() + "\n" + + +def publish(path: Path) -> bool: + path = path.resolve() + path.relative_to(CFG.drafts.resolve()) + original = path.read_text(encoding="utf-8", errors="ignore") + if _latest_publish_answer(path) != "发布正式稿": + log(f"publish skipped without explicit approval: {path}", level="WARN") + return False + out = _finalize_preview(original) + _validate_formal(out, original) + intake_job = _field(original, "intake_job") + + destination = _formal_path(out) + vault.write_draft_file(destination, out) + date = _field(out, "date") or time.strftime("%Y-%m-%d") + touched = [destination] + for name, kind in _answered_card_requests(path): + card = _create_card(name, kind, destination, date) + if card: + touched.append(card) + state = vault.sync(touched, f"minutes: {destination.stem}（Web 确认后正式发布）") + if state == "error": + raise RuntimeError("formal minute commit failed") + + graph.sync() + archive = CFG.state_dir / "published" + archive.mkdir(parents=True, exist_ok=True) + shutil.move(str(path), archive / path.name) + vault.notify("ASR 正式记录已发布", + f"{destination.name} 已应用 Web 回答并发布（同步：{state}）。") + log(f"published {destination} | cards={len(touched)-1} | git={state}") + if intake_job: + try: + from .control_web import update_job + update_job(intake_job, "complete", f"正式纪要：{destination.name}", + result=str(destination)) + except Exception as e: + log(f"intake completion status failed: {e}", level="WARN") + return True + + +def revise(path: Path) -> bool: + path = path.resolve() + if _latest_publish_answer(path) == "发布正式稿": + return publish(path) + return prepare(path) diff --git a/servers/tools-pve/asr-pipeline/asrpipe/segment.py b/servers/tools-pve/asr-pipeline/asrpipe/segment.py new file mode 100644 index 0000000..4175f6b --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/segment.py @@ -0,0 +1,260 @@ +#!/usr/bin/env python3 +"""S0 — deterministic pre-processing and chunking. No LLM, no cost. + +Handles the three transcript shapes the pipeline actually produces: + qwen3cam `【谭凯】…` / `【speaker_3】…` turns, blank-line separated, plus a + `` header line. + qwen3-plain `--- 第N段 [00:00 - 09:00] ---` segment banners then a wall of text + with no speaker information at all. + vibevoice `[mm:ss] S0: …` lines, with `[复读截断]` / `·` noise artifacts. + +Chunking rule: never split inside a speaker turn if avoidable, because the +cleaning model needs the whole turn to tell a filler word from a real answer. +Turns longer than the budget are split on sentence boundaries. Each chunk carries +`overlap_prefix` — the tail of the previous chunk, given to the model as +read-only context so it can resolve a pronoun or a name that started earlier +without being asked to re-emit it. +""" +from __future__ import annotations + +import json +import re +from dataclasses import dataclass, field + +VOICEPRINT_HDR = re.compile(r"^"): + try: + meta["intake"] = json.loads( + ln[len("")].strip()) + except (TypeError, ValueError): + pass + continue + if VOICEPRINT_HDR.match(ln): + m = re.search(r"voiceprint_session:\s*(\S+)", ln) + if m: + meta["voiceprint_session"] = m.group(1) + m = re.search(r"clusters:\s*(\d+)", ln) + if m: + meta["clusters"] = int(m.group(1)) + continue + if ln.startswith("# 转写"): + for pair in re.findall(r"(speaker_\d+)=([^,\s]+)", ln): + meta["voiceprint_named"][pair[0]] = pair[1] + continue + if SEGMENT_BANNER.match(ln): + meta["banners"].append(ln.strip()) + continue + body_lines.append(ln) + + backend = detect_backend(raw) + meta["backend"] = backend + turns: list[Turn] = [] + + if backend == "vibevoice": + for ln in body_lines: + m = VIBE_TAG.match(ln.strip()) + if m: + txt = NOISE.sub("", m.group(3)).strip() + if txt: + turns.append(Turn(m.group(2), txt, len(turns), m.group(1))) + return turns, meta + + blocks = [b.strip() for b in re.split(r"\n\s*\n", "\n".join(body_lines)) if b.strip()] + for b in blocks: + m = TURN_TAG.match(b) + if m: + txt = NOISE.sub("", m.group(2)).strip() + if txt: + turns.append(Turn(m.group(1), txt, len(turns))) + else: + txt = NOISE.sub("", b).strip() + if txt: + turns.append(Turn("", txt, len(turns))) + return turns, meta + + +def _pack(pieces: list[str], budget: int) -> list[str]: + out, cur = [], "" + for s in pieces: + if len(cur) + len(s) > budget and cur: + out.append(cur) + cur = s + else: + cur += s + if cur: + out.append(cur) + return out + + +def _split_long(text: str, budget: int) -> list[str]: + """Break an over-long single turn, escalating through split granularities. + + A hard character cut is the final fallback. It is ugly, but an oversized chunk + is worse: it is exactly the condition that makes the cleaning model start + summarizing instead of rewriting, which is the failure mode this whole + pipeline exists to prevent. + """ + out = _pack([s for s in SENT_END.split(text) if s], budget) + if all(len(p) <= budget for p in out): + return out or [text] + stage2: list[str] = [] + for p in out: + if len(p) <= budget: + stage2.append(p) + else: + stage2 += _pack([s for s in SOFT_BREAK.split(p) if s], budget) + final: list[str] = [] + for p in stage2: + if len(p) <= budget: + final.append(p) + else: + final += [p[i:i + budget] for i in range(0, len(p), budget)] + return final or [text] + + +def chunk(raw: str, budget: int = 1800, overlap_chars: int = 200, + collapse_noise: bool = True) -> tuple[list[Chunk], dict]: + events: list[dict] = [] + if collapse_noise: + raw, events = collapse_degenerate(raw) + turns, meta = parse(raw) + meta["degenerate_events"] = events + meta["degenerate_chars"] = sum(e["chars"] for e in events) + chunks: list[Chunk] = [] + cur: list[Turn] = [] + size = 0 + + def flush(): + nonlocal cur, size + if cur: + chunks.append(Chunk(len(chunks), cur, meta={})) + cur, size = [], 0 + + for t in turns: + if len(t.text) > budget: + flush() + for i, piece in enumerate(_split_long(t.text, budget)): + chunks.append(Chunk(len(chunks), [Turn(t.speaker, piece, t.idx, t.ts)], + meta={"split_turn": True, "part": i})) + continue + if size + len(t.text) > budget and cur: + flush() + cur.append(t) + size += len(t.text) + flush() + + if overlap_chars: + for i in range(1, len(chunks)): + prev = chunks[i - 1].body + chunks[i].overlap_prefix = prev[-overlap_chars:] + meta["n_turns"] = len(turns) + meta["n_chunks"] = len(chunks) + meta["speakers"] = sorted({t.speaker for t in turns if t.speaker}) + return chunks, meta + + +if __name__ == "__main__": + import json + import sys + from pathlib import Path + + for p in sys.argv[1:]: + raw = Path(p).read_text(errors="ignore") + for budget in (900, 1800, 3600): + cs, meta = chunk(raw, budget) + sizes = [c.chars for c in cs] + print(f"{Path(p).name[:40]:<42} budget={budget:<5} chunks={len(cs):<4} " + f"turns={meta['n_turns']:<5} spk={len(meta['speakers']):<3} " + f"backend={meta['backend']:<12} " + f"size min/avg/max={min(sizes)}/{sum(sizes)//len(sizes)}/{max(sizes)}") diff --git a/servers/tools-pve/asr-pipeline/asrpipe/termbank.py b/servers/tools-pve/asr-pipeline/asrpipe/termbank.py new file mode 100644 index 0000000..ebce93b --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/termbank.py @@ -0,0 +1,293 @@ +#!/usr/bin/env python3 +"""Build the domain term bank used to seed ASR misrecognition candidates. + +Why not ChEMBL / DrugBank directly (evaluated 2026-07-25): + ChEMBL's 4,225 approved molecules and DrugBank's dumps are **English** chemical + names (PRAZOSIN, OFLOXACIN). Kai's transcripts are Chinese speech, so a Chinese + ASR never emits "OFLOXACIN" — it emits 氧氟沙星. An English chemical dictionary + therefore contributes ~nothing to phonetic correction of Chinese audio, while + costing a multi-GB download. Skipped deliberately. + +What actually pays off, in descending order of value: + 1. **INN stem generation** — the WHO INN system gives Chinese biologics highly + regular suffixes (单抗/珠单抗/替尼/西普/他滨...). Any Han n-gram ending in one + of those stems is almost certainly a drug name, which lets us *recognize* drug + mentions we have never seen, not just ones in a list. + 2. **zhwiki intitle: search** — 237 hits for 单抗, 49 for 替尼, all real INN + Chinese generic names (帕博利珠单抗, 奥希替尼...). Small, free, exactly on-domain. + 3. **Curated CDMO/antibody/CMC jargon** — the vocabulary that actually dominates + Kai's meetings (原液/下游/批记录/中试/放行/一次性反应器/GMP 证...). ASR mangles + these constantly (批记录→披露/P图) and no public corpus contains them as a set. + 4. **THUOCL medical/IT/caijing** — general high-frequency words. Weak on their own + (医院/检查) but useful as a "this is a real word, do not 'correct' it" allowlist, + which is how we suppress the 主要→朱岩 class of false positives. + +Output: termbank/terms.json { term: {sources: [...], kind: str} } + termbank/allowlist.txt common words that must never be rewritten + + python3 -m lab.termbank build # download + assemble (network) + python3 -m lab.termbank stats +""" +from __future__ import annotations + +import json +import re +import sys +import urllib.error +import urllib.parse +import urllib.request +from pathlib import Path + +from .config import CFG + +LAB = CFG.root +BANK = CFG.termbank_dir +UA = {"User-Agent": "asr-lab/1.0 (personal research; contact: local)"} + +# ---------------------------------------------------------------- INN stems +# WHO INN suffixes, Chinese renderings. A Han string ending in one of these is +# a drug/biologic with very high probability. +INN_SUFFIXES = [ + "单抗", "珠单抗", "尤单抗", "利珠单抗", "妥珠单抗", "西单抗", "木单抗", "库单抗", + "替尼", "布替尼", "沙替尼", "래替尼", "洛替尼", "非替尼", + "西普", "普肽", "格鲁肽", "鲁肽", "那肽", + "他滨", "他赛", "紫杉醇", "沙星", "霉素", "环素", "西林", "唑胺", "磺胺", + "干扰素", "白介素", "促红素", "生长素", + "酶", "疫苗", "佐剂", +] +# Suffix -> what kind of thing it names, for the prompt hint. +INN_KIND = {"单抗": "抗体药", "替尼": "小分子抑制剂", "肽": "多肽药", "疫苗": "疫苗"} + +# --------------------------------------------------- curated CDMO / CMC jargon +# Hand-built from Kai's own minutes + glossary. These are the terms that actually +# break: each line is the CORRECT form; the flagger finds phonetic neighbours of +# them in the transcript. Grouped only for readability. +CDMO_TERMS = """ +原液 制剂 下游 上游 中试 放行 灌装 冻干 除菌过滤 层析 亲和层析 离子交换 疏水层析 +超滤 透析 病毒灭活 病毒去除 纳米过滤 收率 纯度 电荷异构体 糖型 聚体 碎片 +批记录 批生产记录 批分析记录 工艺验证 清洁验证 培养基模拟灌装 无菌工艺模拟 +偏差 变更 CAPA 超标 超趋势 纠正预防措施 质量回顾 年度质量回顾 +稳定性 加速稳定性 长期稳定性 强制降解 影响因素试验 +细胞库 主细胞库 工作细胞库 细胞株 稳定池 单克隆 克隆筛选 传代 传代稳定性 +反应器 生物反应器 一次性反应器 摇瓶 摇床 补料 流加 灌流 收获 澄清 +质谱 肽图 N端测序 效价 生物活性 亲和力 抗体偶联 载药量 游离药物 +工艺表征 工艺性能确认 关键质量属性 关键工艺参数 设计空间 控制策略 +技术转移 工艺开发 分析方法开发 方法验证 方法转移 对照品 标准品 +临床前 毒理 非GLP 药代 药效 首次人体试验 剂量爬坡 剂量探索 +申报 临床试验申请 新药上市申请 药品注册 药品上市许可持有人 受托生产 +现场检查 迎检 迎审 缺陷项 主要缺陷 严重缺陷 一般缺陷 整改 +生产许可证 药品生产许可证 B证 C证 D证 委托生产 受托方 委托方 +洁净区 洁净级别 压差 环境监测 沉降菌 浮游菌 表面微生物 尘埃粒子 +计算机化系统 数据完整性 审计追踪 电子签名 权限管理 系统验证 +双抗 双特异性抗体 三特异性抗体 纳米抗体 单域抗体 融合蛋白 重组蛋白 +抗体偶联药物 细胞治疗 基因治疗 慢病毒 腺病毒 质粒 转染 瞬转 稳转 +产能 产能利用率 排产 排期 交付 交付周期 项目里程碑 阶段付款 +报价 服务包 里程碑款 技术服务费 居间费 保密协议 主服务协议 工作说明书 +""" + +# Company / platform names common in Kai's domain that generic corpora lack. +DOMAIN_ORGS = """ +药明生物 药明康德 药明合联 康龙化成 泰格医药 昭衍新药 金斯瑞 义翘神州 +百奥赛图 和铂医药 信达生物 君实生物 恒瑞医药 复宏汉霖 三生国健 神州细胞 +迈威生物 洛启生物 麦济生物 维眸生物 白帆生物 鼎康生物 恒元生物 愚公生物 +奥浦迈 澳斯康 东富龙 楚天科技 森松 赛多利斯 思拓凡 默克 丹纳赫 颇尔 +药审中心 国家药监局 药品审评中心 核查中心 中检院 +""" + +THUOCL = { + "medical": "https://raw.githubusercontent.com/thunlp/THUOCL/master/data/THUOCL_medical.txt", + "it": "https://raw.githubusercontent.com/thunlp/THUOCL/master/data/THUOCL_IT.txt", + "caijing": "https://raw.githubusercontent.com/thunlp/THUOCL/master/data/THUOCL_caijing.txt", +} + +# The allowlist's job is to stop entity candidates from displacing ordinary words +# (主要→朱岩, 分钟→冯昆仑, 具体→聚体). THUOCL's domain lists cannot do this: they +# contain 医院/检查 but not 具体/自己/硬件. jieba's dictionary is a general-purpose +# frequency table over 330k Han words, and measurement showed freq>=500 covers the +# entire observed false-positive class (具体 自己 硬件 不了 主要 时间 分钟) while +# still excluding the真 targets we must keep flagging (元烨 药名 中式 姚明). +JIEBA_DICT = "https://raw.githubusercontent.com/fxsjy/jieba/master/jieba/dict.txt" +JIEBA_MIN_FREQ = 500 + +HAN = re.compile(r"^[\u4e00-\u9fff]+$") + + +_last_wiki = [0.0] + + +def fetch(url: str, timeout=60, throttle=0.0) -> str: + # zhwiki returns 429 after a handful of rapid api.php calls; pace them and + # retry once on 429 so a term-bank build is reproducible rather than + # silently losing whole drug-name families. + if throttle: + import time + wait = throttle - (time.time() - _last_wiki[0]) + if wait > 0: + time.sleep(wait) + _last_wiki[0] = time.time() + req = urllib.request.Request(url, headers=UA) + for attempt in range(4): + try: + with urllib.request.urlopen(req, timeout=timeout) as r: + return r.read().decode("utf-8", "ignore") + except urllib.error.HTTPError as e: + if e.code != 429 or attempt == 3: + raise + import time + time.sleep(6 * (attempt + 1)) + raise RuntimeError("unreachable") + + +def wiki_intitle(keyword: str, limit=500) -> list[str]: + """zhwiki titles containing `keyword`. INN generic names live here.""" + out, offset = [], 0 + while offset < limit: + q = urllib.parse.urlencode({ + "action": "query", "list": "search", + "srsearch": f"intitle:{keyword}", "srlimit": 50, "sroffset": offset, + "srnamespace": 0, "format": "json", + }) + try: + d = json.loads(fetch(f"https://zh.wikipedia.org/w/api.php?{q}", 40, throttle=1.5)) + except Exception as e: + print(f" wiki {keyword} @{offset} failed: {e}", file=sys.stderr) + break + hits = d.get("query", {}).get("search", []) + if not hits: + break + out += [h["title"] for h in hits] + if "continue" not in d: + break + offset += 50 + return out + + +def build(): + BANK.mkdir(parents=True, exist_ok=True) + terms: dict[str, dict] = {} + + def add(t: str, source: str, kind: str): + t = t.strip() + if not (2 <= len(t) <= 20): + return + e = terms.setdefault(t, {"sources": [], "kind": kind}) + if source not in e["sources"]: + e["sources"].append(source) + + print("[1/4] curated CDMO/CMC jargon") + for t in CDMO_TERMS.split(): + add(t, "cdmo", "工艺术语") + for t in DOMAIN_ORGS.split(): + add(t, "org", "机构") + print(f" {len(terms)} terms") + + print("[2/4] zhwiki INN generic drug names") + n0 = len(terms) + for kw in ("单抗", "替尼", "西普", "格鲁肽", "干扰素", "他滨", "疫苗", "沙星"): + titles = wiki_intitle(kw) + good = 0 + for t in titles: + # Keep only names that genuinely END with a drug stem; the search also + # returns 朱塞佩·塔替尼 (a violinist) and 塔替尼广场. + if HAN.match(t) and any(t.endswith(s) for s in INN_SUFFIXES): + add(t, "inn-wiki", "药品通用名") + good += 1 + print(f" {kw}: {len(titles)} hits -> {good} kept") + print(f" +{len(terms) - n0} drug names") + + print("[3/5] jieba general-frequency dictionary -> allowlist") + allow: set[str] = set() + try: + raw = fetch(JIEBA_DICT, 120) + n = 0 + for line in raw.splitlines(): + parts = line.split() + if len(parts) < 2 or not parts[1].isdigit(): + continue + w, f = parts[0], int(parts[1]) + if HAN.match(w) and 2 <= len(w) <= 4: + n += 1 + if f >= JIEBA_MIN_FREQ: + allow.add(w) + print(f" {n} han words scanned, {len(allow)} with freq>={JIEBA_MIN_FREQ}") + except Exception as e: + print(f" jieba dict FAILED: {e}", file=sys.stderr) + + print("[4/5] THUOCL domain wordlists (domain vocabulary)") + for name, url in THUOCL.items(): + try: + raw = fetch(url, 90) + except Exception as e: + print(f" {name}: FAILED {e}", file=sys.stderr) + continue + words = [] + for line in raw.splitlines(): + parts = line.split() + if not parts: + continue + w = parts[0] + freq = int(parts[1]) if len(parts) > 1 and parts[1].isdigit() else 0 + if HAN.match(w) and 2 <= len(w) <= 8: + words.append((w, freq)) + # Medical/IT words are domain vocabulary. They deliberately do NOT feed + # the allowlist: THUOCL frequency is corpus-relative (医院 ranks huge) and + # using it as a "this is a common word" signal both over-blocks real terms + # and under-covers the general words that actually cause false positives. + if name in ("medical", "it"): + for w, f in words: + if 3 <= len(w) <= 8 and f < 10000: + add(w, f"thuocl-{name}", "领域词") + print(f" {name}: {len(words)} words") + + print("[5/5] vault glossary + entity cards") + n0 = len(terms) + gl = CFG.glossary + if gl.exists(): + for line in gl.read_text(errors="ignore").splitlines(): + m = re.match(r"^-\s*(.+?)\s*[→⇒➔]\s*(.+)$", line.strip()) + if m: + right = re.sub(r"（.*?）|\[\[|\]\]", "", m.group(2)) + right = right.split("；")[0].split("/")[0].strip() + if right: + add(right, "glossary", "已确认纠错目标") + else: + m2 = re.match(r"^-\s*([^\s—:：]+)\s*[—:：]", line.strip()) + if m2: + add(re.sub(r"\[\[|\]\]", "", m2.group(1)), "glossary", "术语表") + for sub, kind in (("People", "人名"), ("Companies", "公司")): + d = CFG.vault / sub + for f in d.glob("*.md") if d.exists() else []: + add(f.stem, f"card-{sub.lower()}", kind) + print(f" +{len(terms) - n0}") + + # An allowlisted common word must not also be offered as a correction target. + for w in allow: + if w in terms and terms[w]["sources"] == ["thuocl-medical"]: + del terms[w] + + (BANK / "terms.json").write_text( + json.dumps(terms, ensure_ascii=False, indent=0), encoding="utf-8") + (BANK / "allowlist.txt").write_text( + "\n".join(sorted(allow)), encoding="utf-8") + (BANK / "inn_suffixes.json").write_text( + json.dumps({"suffixes": INN_SUFFIXES, "kinds": INN_KIND}, ensure_ascii=False, indent=2), + encoding="utf-8") + print(f"\nwrote {len(terms)} terms, {len(allow)} allowlist -> {BANK}") + + +def stats(): + terms = json.loads((BANK / "terms.json").read_text()) + from collections import Counter + c = Counter(s for e in terms.values() for s in e["sources"]) + k = Counter(e["kind"] for e in terms.values()) + print(f"total {len(terms)} terms") + print("by source:", dict(c)) + print("by kind: ", dict(k)) + allow = (BANK / "allowlist.txt").read_text().split() + print(f"allowlist {len(allow)}: {allow[:15]}") + drugs = [t for t, e in terms.items() if e["kind"] == "药品通用名"] + print(f"drug names {len(drugs)}: {drugs[:12]}") + + +if __name__ == "__main__": + (build if len(sys.argv) < 2 or sys.argv[1] == "build" else stats)() diff --git a/servers/tools-pve/asr-pipeline/asrpipe/vault.py b/servers/tools-pve/asr-pipeline/asrpipe/vault.py new file mode 100644 index 0000000..2a57b76 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrpipe/vault.py @@ -0,0 +1,157 @@ +#!/usr/bin/env python3 +"""Vault side effects: draft file, pending index, git sync, notification. + +Ported from the legacy shell implementation with its hard-won details preserved: + * a same date+title never overwrites an existing draft (suffix -2, -3, …) + * the pending index row is created BEFORE staging, so one commit carries both + * the 5-minute `obsidian-sync.sh` cron may have already staged the files; that is + tolerated rather than treated as an error + * a failed push is reported as "local only", never as success +""" +from __future__ import annotations + +import re +import subprocess +import tempfile +from pathlib import Path + +from .config import CFG +from .log import log + +PENDING_HEADER = """--- +type: index +title: 待确认草稿 +note: 自动维护，确认定稿后请把对应行删除 +--- + +# 待确认草稿 (ASR 自动精修) + +| 日期 | 标题 | 草稿 | +|---|---|---| +""" + + +def slug_parts(slug: str) -> tuple[str, str]: + """`2026-07-21-125915录音` -> ('2026-07-21', '125915录音').""" + m = re.match(r"^(\d{4}-\d{2}-\d{2})[-_](.+)$", slug) + if m: + return m.group(1), m.group(2) + import time + return time.strftime("%Y-%m-%d"), slug + + +def draft_path(date: str, title: str) -> Path: + CFG.drafts.mkdir(parents=True, exist_ok=True) + p = CFG.drafts / f"{date}-{title}.md" + if not p.exists(): + return p + n = 2 + while (CFG.drafts / f"{date}-{title}-{n}.md").exists(): + n += 1 + return CFG.drafts / f"{date}-{title}-{n}.md" + + +def write_draft_file(path: Path, body: str) -> None: + path.parent.mkdir(parents=True, exist_ok=True) + if not body.endswith("\n"): + body += "\n" + with tempfile.NamedTemporaryFile("w", encoding="utf-8", dir=path.parent, + prefix=f".{path.name}.", delete=False) as f: + f.write(body) + tmp = Path(f.name) + tmp.replace(path) + + +def find_draft_for_transcript(transcript: str) -> Path | None: + """Recover an interrupted run without paying for or creating a second draft.""" + if not CFG.drafts.exists(): + return None + needle = f"transcript: {transcript}" + for p in CFG.drafts.glob("*.md"): + try: + if needle in p.read_text(errors="ignore")[:2000]: + return p + except OSError: + continue + return None + + +def update_pending(date: str, title: str, path: Path) -> None: + p = CFG.pending_index + if not p.exists(): + p.parent.mkdir(parents=True, exist_ok=True) + p.write_text(PENDING_HEADER, encoding="utf-8") + base = path.stem + text = p.read_text(errors="ignore") + if f"[[{base}]]" in text: + return + text += f"| {date} | {title} | [[{base}]] |\n" + write_draft_file(p, text) + + +def _git(*args, check=False) -> subprocess.CompletedProcess: + return subprocess.run(["git", *args], cwd=CFG.vault, capture_output=True, + text=True, timeout=180, check=check) + + +def sync(paths: list[Path], message: str) -> str: + """Commit + push. Returns 'pushed' | 'local' | 'noop' | 'disabled' | 'error'.""" + if not CFG.git_sync: + return "disabled" + try: + rel = [str(p.relative_to(CFG.vault)) for p in paths if p.exists()] + if not rel: + return "noop" + _git("add", "--", *rel) + if _git("diff", "--cached", "--quiet").returncode == 0: + log("nothing staged (likely already committed by the auto-sync cron)") + return "noop" + # Commit only our paths. The 5-minute vault sync may already have unrelated + # files staged; absorbing those into this transaction makes rollback and + # diagnosis needlessly difficult. + c = _git("commit", "-q", "--only", "-m", message, "--", *rel) + if c.returncode != 0: + log(f"git commit failed: {c.stderr.strip()[:200]}", level="ERROR") + return "error" + p = _git("push", "-q") + if p.returncode != 0: + log(f"committed but push failed (local only): {p.stderr.strip()[:200]}", + level="WARN") + return "local" + return "pushed" + except Exception as e: + log(f"git sync error: {e}", level="ERROR") + return "error" + + +def notify(title: str, body: str, *, redact_log: bool = False) -> None: + if not CFG.notify: + return + n = CFG.notifier + if not n.exists(): + log(f"NOTIFY (no notifier): {title} — {body}") + return + try: + r = subprocess.run(["python3", str(n), "草稿已生成，待确认", title, body], + capture_output=True, text=True, timeout=30) + detail = "[sensitive body redacted]" if redact_log else body + log(f"NOTIFY: {title} — {detail} ({r.stdout.strip()[:80]})") + except Exception as e: + log(f"notify failed: {e}", level="WARN") + + +def mark_done(slug: str) -> Path: + CFG.state.mkdir(parents=True, exist_ok=True) + m = CFG.state / f"{slug}.done" + m.touch() + return m + + +def is_done(slug: str) -> bool: + return (CFG.state / f"{slug}.done").exists() + + +def pending_transcripts() -> list[Path]: + if not CFG.inbox.exists(): + return [] + return sorted(p for p in CFG.inbox.glob("*.txt") if not is_done(p.stem)) diff --git a/servers/tools-pve/asr-pipeline/asrservice/__init__.py b/servers/tools-pve/asr-pipeline/asrservice/__init__.py new file mode 100644 index 0000000..a8a2f6f --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrservice/__init__.py @@ -0,0 +1 @@ +"""Standalone ASR service for web, Agent API, and SSH drop-folder intake.""" diff --git a/servers/tools-pve/asr-pipeline/asrservice/config.py b/servers/tools-pve/asr-pipeline/asrservice/config.py new file mode 100644 index 0000000..facd811 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrservice/config.py @@ -0,0 +1,34 @@ +from __future__ import annotations + +import os +from pathlib import Path + +DATA = Path(os.getenv("ASR_DATA_DIR", "/data")) +INBOX = DATA / "inbox" +PROCESSING = DATA / "processing" +PROCESSED = DATA / "processed" +FAILED = DATA / "failed" +TRANSCRIPTS = DATA / "transcripts" +STATE = Path(os.getenv("ASR_STATE_DIR", "/state")) +DRAFTS = DATA / "artifacts" / "drafts" +RESULTS = DATA / "artifacts" / "results" +LOGS = DATA / "logs" +META = STATE / "uploads" +REVISION_QUEUE = STATE / "revision-queue" +DB = STATE / "intake.db" +SUPPORTED = {".m4a", ".mp3", ".wav", ".mp4", ".aac", ".ogg", ".opus", ".webm", ".flac"} +PUBLIC_URL = os.getenv("ASR_PUBLIC_URL", "http://192.168.50.49:8788").rstrip("/") +AGENT_TOKEN = os.getenv("ASR_AGENT_TOKEN", "") +DIARIZE_URL = os.getenv("ASR_DIARIZE_URL", "http://192.168.50.100:10099/asr") +MAX_UPLOAD = int(os.getenv("ASR_UPLOAD_MAX_BYTES", str(4 * 1024**3))) +POLL_SECONDS = max(1, int(os.getenv("ASR_POLL_SECONDS", "5"))) +STABLE_SECONDS = max(1, int(os.getenv("ASR_STABLE_SECONDS", "10"))) +MAX_ATTEMPTS = max(1, int(os.getenv("ASR_MAX_ATTEMPTS", "3"))) + + +def ensure_dirs() -> None: + for path in (INBOX, PROCESSING, PROCESSED, FAILED, TRANSCRIPTS, DRAFTS, + RESULTS, STATE, LOGS, META, REVISION_QUEUE, DATA / "cache", + DATA / "artifacts" / "raw", DATA / "vault" / "minutes", + DATA / "vault" / "People", DATA / "vault" / "Companies"): + path.mkdir(parents=True, exist_ok=True) diff --git a/servers/tools-pve/asr-pipeline/asrservice/db.py b/servers/tools-pve/asr-pipeline/asrservice/db.py new file mode 100644 index 0000000..948e3a1 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrservice/db.py @@ -0,0 +1,120 @@ +from __future__ import annotations + +import json +import sqlite3 +import time +from typing import Any + +from .config import DB, ensure_dirs + +STATUSES = {"uploading", "queued", "transcribing", "refining", "review", + "publishing", "complete", "failed"} + + +def connect() -> sqlite3.Connection: + ensure_dirs() + con = sqlite3.connect(DB, timeout=30) + con.row_factory = sqlite3.Row + con.execute("PRAGMA journal_mode=WAL") + con.execute("PRAGMA foreign_keys=ON") + con.executescript(""" + CREATE TABLE IF NOT EXISTS intake_job( + id TEXT PRIMARY KEY, original_name TEXT NOT NULL, stored_name TEXT NOT NULL, + title TEXT NOT NULL DEFAULT '', context TEXT NOT NULL DEFAULT '', + size INTEGER NOT NULL DEFAULT 0, status TEXT NOT NULL, + detail TEXT NOT NULL DEFAULT '', transcript TEXT NOT NULL DEFAULT '', + draft TEXT NOT NULL DEFAULT '', result TEXT NOT NULL DEFAULT '', + source TEXT NOT NULL DEFAULT 'web', sha256 TEXT NOT NULL DEFAULT '', + attempts INTEGER NOT NULL DEFAULT 0, error_code TEXT NOT NULL DEFAULT '', + created_at REAL NOT NULL, updated_at REAL NOT NULL + ); + CREATE TABLE IF NOT EXISTS job_event( + id INTEGER PRIMARY KEY AUTOINCREMENT, + job_id TEXT NOT NULL REFERENCES intake_job(id) ON DELETE CASCADE, + status TEXT NOT NULL, detail TEXT NOT NULL DEFAULT '', created_at REAL NOT NULL + ); + CREATE INDEX IF NOT EXISTS ix_job_event_job ON job_event(job_id,id); + """) + cols = {r[1] for r in con.execute("PRAGMA table_info(intake_job)")} + additions = { + "draft": "TEXT NOT NULL DEFAULT ''", "result": "TEXT NOT NULL DEFAULT ''", + "source": "TEXT NOT NULL DEFAULT 'web'", "sha256": "TEXT NOT NULL DEFAULT ''", + "attempts": "INTEGER NOT NULL DEFAULT 0", "error_code": "TEXT NOT NULL DEFAULT ''", + } + for name, ddl in additions.items(): + if name not in cols: + con.execute(f"ALTER TABLE intake_job ADD COLUMN {name} {ddl}") + con.commit() + return con + + +def create_job(job_id: str, original_name: str, stored_name: str, *, title: str = "", + context: str = "", size: int = 0, source: str = "web") -> dict[str, Any]: + now = time.time() + with connect() as con: + con.execute("INSERT INTO intake_job(id,original_name,stored_name,title,context,size," + "status,source,created_at,updated_at) VALUES(?,?,?,?,?,?,?,?,?,?)", + (job_id, original_name, stored_name, title, context, size, + "queued", source, now, now)) + con.execute("INSERT INTO job_event(job_id,status,detail,created_at) VALUES(?,?,?,?)", + (job_id, "queued", "录音已进入队列", now)) + return get_job(job_id) or {} + + +def update_job(job_id: str, status: str, detail: str = "", **fields: Any) -> bool: + if status not in STATUSES: + raise ValueError(f"invalid status: {status}") + allowed = {"transcript", "draft", "result", "sha256", "attempts", "error_code"} + changes = {k: v for k, v in fields.items() if k in allowed and v is not None} + sets = ["status=?", "updated_at=?", "detail=?"] + values: list[Any] = [status, time.time(), detail[:1000]] + for key, value in changes.items(): + sets.append(f"{key}=?") + values.append(value) + values.append(job_id) + with connect() as con: + cur = con.execute(f"UPDATE intake_job SET {','.join(sets)} WHERE id=?", values) + if cur.rowcount: + con.execute("INSERT INTO job_event(job_id,status,detail,created_at) VALUES(?,?,?,?)", + (job_id, status, detail[:1000], time.time())) + return bool(cur.rowcount) + + +def get_job(job_id: str) -> dict[str, Any] | None: + with connect() as con: + row = con.execute("SELECT * FROM intake_job WHERE id=?", (job_id,)).fetchone() + return dict(row) if row else None + + +def find_by_stored(stored_name: str) -> dict[str, Any] | None: + with connect() as con: + row = con.execute("SELECT * FROM intake_job WHERE stored_name=? ORDER BY created_at DESC LIMIT 1", + (stored_name,)).fetchone() + return dict(row) if row else None + + +def list_jobs(limit: int = 30, offset: int = 0, status: str = "") -> list[dict[str, Any]]: + limit = min(max(limit, 1), 200) + offset = max(offset, 0) + sql, args = "SELECT * FROM intake_job", [] + if status: + sql += " WHERE status=?" + args.append(status) + sql += " ORDER BY created_at DESC LIMIT ? OFFSET ?" + args.extend((limit, offset)) + with connect() as con: + return [dict(r) for r in con.execute(sql, args).fetchall()] + + +def events(job_id: str) -> list[dict[str, Any]]: + with connect() as con: + return [dict(r) for r in con.execute( + "SELECT status,detail,created_at FROM job_event WHERE job_id=? ORDER BY id", + (job_id,)).fetchall()] + + +def pending_recovery() -> list[dict[str, Any]]: + with connect() as con: + return [dict(r) for r in con.execute( + "SELECT * FROM intake_job WHERE status IN ('queued','transcribing','refining','publishing') " + "ORDER BY created_at").fetchall()] diff --git a/servers/tools-pve/asr-pipeline/asrservice/healthcheck.py b/servers/tools-pve/asr-pipeline/asrservice/healthcheck.py new file mode 100644 index 0000000..6477a40 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrservice/healthcheck.py @@ -0,0 +1,5 @@ +import time +from .config import STATE + +heartbeat = STATE / "worker.heartbeat" +raise SystemExit(0 if heartbeat.exists() and time.time() - heartbeat.stat().st_mtime < 90 else 1) diff --git a/servers/tools-pve/asr-pipeline/asrservice/notify.py b/servers/tools-pve/asr-pipeline/asrservice/notify.py new file mode 100644 index 0000000..a76e501 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrservice/notify.py @@ -0,0 +1,38 @@ +from __future__ import annotations + +import hashlib +import hmac +import json +import os +from urllib import parse, request + + +def send(status: str, filename: str = "", detail: str = "") -> bool: + backend = os.getenv("ASR_NOTIFY_BACKEND", "none").strip().lower() + try: + if backend == "telegram": + token = os.getenv("TELEGRAM_BOT_TOKEN", "") + chat = os.getenv("TELEGRAM_CHAT_ID", "") + if not token or not chat: + return False + body = parse.urlencode({"chat_id": chat, + "text": "\n".join(x for x in (status, filename, detail) if x)}).encode() + req = request.Request(f"https://api.telegram.org/bot{token}/sendMessage", + data=body, method="POST") + elif backend == "hermes": + url = os.getenv("HERMES_WEBHOOK_URL", "") + secret = os.getenv("HERMES_WEBHOOK_SECRET", "") + if not url or not secret: + return False + body = json.dumps({"status": status, "filename": filename, "detail": detail}, + ensure_ascii=False).encode() + sig = hmac.new(secret.encode(), body, hashlib.sha256).hexdigest() + req = request.Request(url, data=body, method="POST", + headers={"Content-Type": "application/json", + "X-Webhook-Signature": sig}) + else: + return False + with request.urlopen(req, timeout=10) as response: + return 200 <= response.status < 300 + except Exception: + return False diff --git a/servers/tools-pve/asr-pipeline/asrservice/web.py b/servers/tools-pve/asr-pipeline/asrservice/web.py new file mode 100644 index 0000000..28756b4 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrservice/web.py @@ -0,0 +1,178 @@ +from __future__ import annotations + +import hashlib, hmac, html, json, os, re, time, urllib.parse, uuid +from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer +from pathlib import Path + +from asrpipe import review +from . import db +from .config import AGENT_TOKEN, DRAFTS, FAILED, INBOX, MAX_UPLOAD, PUBLIC_URL, RESULTS, STATE, SUPPORTED, TRANSCRIPTS, ensure_dirs + +LABELS = {"queued":"等待处理","transcribing":"正在转写","refining":"正在整理","review":"等待确认","publishing":"正在定稿","complete":"已完成","failed":"处理失败"} + +def safe(value, limit): + return re.sub(r"\s+", " ", re.sub(r"[\x00-\x1f\x7f]+", " ", value or "")).strip()[:limit] + +def stem(value): + return re.sub(r"[^\w\u3400-\u9fff.-]+", "-", safe(value, 80)).strip("-.") or "录音" + +def public(row, detailed=False): + out = {k: row.get(k) for k in ("id","original_name","title","size","status","detail","source","sha256","attempts","error_code","created_at","updated_at")} + out["status_label"] = LABELS.get(row["status"], row["status"]) + out["web_url"] = f"{PUBLIC_URL}/jobs/{row['id']}/" + out["review_url"] = f"{PUBLIC_URL}/jobs/{row['id']}/review/" + out["artifacts"] = {name:f"/api/v1/jobs/{row['id']}/artifacts/{name}" for name in ("transcript","draft","result") if row.get(name)} + if detailed: + out["context"] = row.get("context", "") + out["events"] = db.events(row["id"]) + return out + +def pending(job): + found=[] + for row in review.pending(1000): + payload=json.loads(row["payload"] or "{}") + if ((job.get("transcript") and row["recording"]==job["transcript"]) + or (job.get("draft") and payload.get("draft_path")==job["draft"])): + found.append(row) + return found + +def shell(title, body, script=""): + return f'''{html.escape(title)}
ASR 录音工作台
{body}
{script}'''.encode() + +def home(): + body='''

上传录音

也可通过 SSH 上传到 tools-pve:/srv/asr/inbox，完成后自动处理。

最近任务

自动刷新
读取中…
''' + script='''''' + return shell("ASR 录音工作台",body,script) + +def job_page(job): + events=''.join(f"

{html.escape(LABELS.get(e['status'],e['status']))}
{time.strftime('%Y-%m-%d %H:%M:%S',time.localtime(e['created_at']))} · {html.escape(e['detail'])}

" for e in db.events(job["id"])) + links=' · '.join(f'{label}' for n,label in (("transcript","转写"),("draft","草稿"),("result","正式稿")) if job.get(n)) + retry=f'
' if job["status"]=="failed" else "" + review_link=f'

继续人工确认

' if pending(job) else "" + return shell("任务详情",f"

{html.escape(job.get('title') or job['original_name'])}

{html.escape(LABELS.get(job['status'],job['status']))}

{html.escape(job.get('detail',''))}

{links}

{review_link}{retry}

处理时间线

{events}
") + +def review_page(job): + rows=pending(job) + if not rows: return shell("人工确认","

当前没有待确认问题

返回任务

") + row=rows[0]; payload=json.loads(row["payload"] or "{}"); choices=payload.get("candidates") or [] + buttons=''.join(f'' for v in choices)+'' + draft=""; path=Path(str(payload.get("draft_path") or "")) + try: path.resolve().relative_to(DRAFTS.resolve()); draft=path.read_text(encoding="utf-8") + except (OSError,ValueError): pass + return shell("人工确认",f"

剩余 {len(rows)} 个问题

{html.escape(row['question'])}

{html.escape(str(payload.get('sentence') or ''))}

查看草稿
{html.escape(draft)}
{buttons}

") + +class Handler(BaseHTTPRequestHandler): + server_version="ASRService/1" + def log_message(self,*_): pass + def send_data(self,data,status=200,ctype="text/html; charset=utf-8",disposition=""): + self.send_response(status); self.send_header("Content-Type",ctype); self.send_header("Cache-Control","no-store"); self.send_header("X-Content-Type-Options","nosniff"); self.send_header("Content-Security-Policy","default-src 'self'; style-src 'self' 'unsafe-inline'; script-src 'self' 'unsafe-inline'") + if disposition:self.send_header("Content-Disposition",disposition) + self.send_header("Content-Length",str(len(data)));self.end_headers();self.wfile.write(data) + def json(self,obj,status=200):self.send_data(json.dumps(obj,ensure_ascii=False).encode(),status,"application/json; charset=utf-8") + def auth(self): + value=self.headers.get("Authorization","") + return bool(AGENT_TOKEN and value.startswith("Bearer ") and hmac.compare_digest(value[7:],AGENT_TOKEN)) + def need_auth(self): + if self.auth():return True + self.json({"error":"unauthorized"},401);return False + def header(self,name,limit):return safe(urllib.parse.unquote(self.headers.get(name,"")),limit) + def upload(self,source,protected): + if protected and not self.auth():return self.json({"error":"unauthorized"},401) + try:length=int(self.headers.get("Content-Length","0")) + except ValueError:length=0 + name=self.header("X-Filename",240);suffix=Path(name).suffix.lower() + if length<=0 or length>MAX_UPLOAD:return self.json({"error":"invalid size"},413) + if suffix not in SUPPORTED:return self.json({"error":"unsupported type"},415) + jid=uuid.uuid4().hex[:24]; title=self.header("X-Title",80); stored=f"{time.strftime('%Y-%m-%d_%H_%M_%S')}-{stem(title or Path(name).stem)}-{jid[:8]}{suffix}"; staging=INBOX/".uploading";staging.mkdir(parents=True,exist_ok=True);part=staging/f"{jid}.part";remaining=length;digest=hashlib.sha256() + try: + with part.open("xb") as out: + while remaining: + chunk=self.rfile.read(min(1024*1024,remaining)) + if not chunk:raise EOFError + out.write(chunk);digest.update(chunk);remaining-=len(chunk) + out.flush();os.fsync(out.fileno()) + job=db.create_job(jid,name,stored,title=title,context=self.header("X-Context",2000),size=length,source=source);db.update_job(jid,"queued","录音已落盘，等待 worker",sha256=digest.hexdigest());part.replace(INBOX/stored);self.json(public(job),201) + except Exception:part.unlink(missing_ok=True);self.json({"error":"upload failed"},500) + def artifact(self,job,name,api=False): + if not job:return self.json({"error":"not found"},404) + roots={"transcript":TRANSCRIPTS,"draft":DRAFTS,"result":RESULTS};path=Path(job.get(name) or "") + try:path.resolve().relative_to(roots[name].resolve());data=path.read_bytes() + except (OSError,ValueError):return self.json({"error":"not found"},404) + self.send_data(data,200,"text/markdown; charset=utf-8",f'inline; filename="{path.name}"') + def do_GET(self): + path=urllib.parse.urlsplit(self.path).path + if path in ("/health","/healthz"):return self.json({"ok":True,"service":"asr-web"}) + if path=="/readyz": + try:db.connect().close();ok=(STATE/"worker.heartbeat").exists() and time.time()-(STATE/"worker.heartbeat").stat().st_mtime<90 + except Exception:ok=False + return self.json({"ready":ok},200 if ok else 503) + if path=="/":return self.send_data(home()) + if path=="/docs":return self.send_data(shell("Agent API","

Agent API

使用 Bearer Token。POST /api/v1/jobs 的 body 是原始录音，设置 X-Filename、X-Title、X-Context；GET /api/v1/jobs 与 /api/v1/jobs/{id} 查询任务。

")) + if path=="/ui/jobs":return self.json({"jobs":[public(x) for x in db.list_jobs()]}) + m=re.fullmatch(r"/jobs/([0-9a-f]{24})/",path) + if m: + job=db.get_job(m.group(1));return self.send_data(job_page(job)) if job else self.send_data(b"Not found",404,"text/plain") + m=re.fullmatch(r"/jobs/([0-9a-f]{24})/review/",path) + if m: + job=db.get_job(m.group(1));return self.send_data(review_page(job)) if job else self.send_data(b"Not found",404,"text/plain") + m=re.fullmatch(r"/jobs/([0-9a-f]{24})/artifact/(transcript|draft|result)",path) + if m:return self.artifact(db.get_job(m.group(1)),m.group(2)) + if path=="/api/v1/jobs": + if not self.need_auth():return + q=urllib.parse.parse_qs(urllib.parse.urlsplit(self.path).query);return self.json({"jobs":[public(x) for x in db.list_jobs(int(q.get('limit',[30])[0]),int(q.get('offset',[0])[0]),q.get('status',[''])[0])]}) + m=re.fullmatch(r"/api/v1/jobs/([0-9a-f]{24})",path) + if m: + if not self.need_auth():return + job=db.get_job(m.group(1));return self.json(public(job,True)) if job else self.json({"error":"not found"},404) + m=re.fullmatch(r"/api/v1/jobs/([0-9a-f]{24})/artifacts/(transcript|draft|result)",path) + if m: + if not self.need_auth():return + return self.artifact(db.get_job(m.group(1)),m.group(2),True) + m=re.fullmatch(r"/api/v1/jobs/([0-9a-f]{24})/reviews",path) + if m: + if not self.need_auth():return + job=db.get_job(m.group(1)) + if not job:return self.json({"error":"not found"},404) + rows=[] + for row in pending(job): + payload=json.loads(row["payload"] or "{}") + rows.append({"id":row["id"],"question":row["question"], + "kind":payload.get("kind",""), + "sentence":payload.get("sentence",""), + "candidates":payload.get("candidates") or []}) + return self.json({"reviews":rows}) + self.send_data(b"Not found",404,"text/plain") + def do_POST(self): + path=urllib.parse.urlsplit(self.path).path + if path=="/ui/upload":return self.upload("web",False) + if path=="/api/v1/jobs":return self.upload("agent",True) + m=re.fullmatch(r"/jobs/([0-9a-f]{24})/review/",path) + if m: + job=db.get_job(m.group(1));length=min(int(self.headers.get("Content-Length","0")),4096);form=urllib.parse.parse_qs(self.rfile.read(length).decode());qid=int(form.get("id",["0"])[0]);answer=(form.get("custom",[""])[0].strip() or form.get("answer",[""])[0].strip()) + if not job or qid not in {x["id"] for x in pending(job)} or not answer:return self.send_data(b"Invalid answer",400,"text/plain") + review.answer(qid,answer[:120]);self.send_response(303);self.send_header("Location",path);self.end_headers();return + m=re.fullmatch(r"/(?:api/v1/)?jobs/([0-9a-f]{24})/retry",path) + if m: + api=path.startswith("/api/") + if api and not self.need_auth():return + job=db.get_job(m.group(1));source=next((p for p in FAILED.iterdir() if job and p.name==job["stored_name"]),None) + if not job or job["status"]!="failed" or not source:return self.json({"error":"cannot retry"},409) + source.replace(INBOX/source.name);db.update_job(job["id"],"queued","重新排队",error_code="") + if api:return self.json({"ok":True},202) + self.send_response(303);self.send_header("Location",f"/jobs/{job['id']}/");self.end_headers();return + m=re.fullmatch(r"/api/v1/jobs/([0-9a-f]{24})/reviews/(\d+)",path) + if m: + if not self.need_auth():return + job=db.get_job(m.group(1));length=min(int(self.headers.get("Content-Length","0")),4096) + try:answer=str(json.loads(self.rfile.read(length)).get("answer") or "").strip() + except (ValueError,AttributeError):answer="" + qid=int(m.group(2)) + if not job or qid not in {x["id"] for x in pending(job)} or not answer: + return self.json({"error":"invalid review answer"},400) + return self.json(review.answer(qid,answer[:120])) + self.send_data(b"Not found",404,"text/plain") + +def main(): + ensure_dirs();db.connect().close();server=ThreadingHTTPServer(("0.0.0.0",8788),Handler);server.daemon_threads=True;server.serve_forever() +if __name__=="__main__":main() diff --git a/servers/tools-pve/asr-pipeline/asrservice/worker.py b/servers/tools-pve/asr-pipeline/asrservice/worker.py new file mode 100644 index 0000000..63cbb9b --- /dev/null +++ b/servers/tools-pve/asr-pipeline/asrservice/worker.py @@ -0,0 +1,205 @@ +from __future__ import annotations + +import fcntl +import hashlib +import json +import os +import shutil +import sqlite3 +import subprocess +import time +import uuid +from pathlib import Path + +from asrpipe import refine, review, revise, vault +from . import db +from .config import (DIARIZE_URL, DRAFTS, FAILED, INBOX, MAX_ATTEMPTS, META, + POLL_SECONDS, PROCESSED, PROCESSING, PUBLIC_URL, + REVISION_QUEUE, STABLE_SECONDS, STATE, SUPPORTED, TRANSCRIPTS, LOGS, + ensure_dirs) +from .notify import send + + +def log(message: str) -> None: + ensure_dirs() + with (LOGS / "worker.log").open("a", encoding="utf-8") as stream: + stream.write(time.strftime("[%Y-%m-%d %H:%M:%S] ") + message + "\n") + + +def sha256(path: Path) -> str: + h = hashlib.sha256() + with path.open("rb") as stream: + for chunk in iter(lambda: stream.read(1024 * 1024), b""): + h.update(chunk) + return h.hexdigest() + + +def transcript_from_response(payload: dict) -> str: + segments = payload.get("segments") + if not isinstance(segments, list) or not segments: + raise RuntimeError("ASR response contains no segments") + vp = payload.get("voiceprint") or {} + sid = str(vp.get("session_id") or "") + matched = [f"{m.get('speaker_local')}={m.get('person_name')}" for m in vp.get("matches", []) + if m.get("status") == "matched"] + speakers = {str(s.get("speaker")) for s in segments if s.get("speaker") is not None} + lines = [f"", + "# 转写(Qwen3-ASR 1.7B + CAM++ 分角色 + 声纹)" + + (" | 声纹命名: " + ", ".join(matched) if matched else ""), ""] + turns: list[list[str]] = [] + for segment in segments: + speaker, text = str(segment.get("speaker", "?")), str(segment.get("text") or "").strip() + if not text: + continue + if turns and turns[-1][0] == speaker: + turns[-1][1] += text + else: + turns.append([speaker, text]) + lines.extend(f"【{speaker}】{text}\n" for speaker, text in turns) + return "\n".join(lines).strip() + "\n" + + +def transcribe(audio: Path, job_id: str) -> Path: + response_path = TRANSCRIPTS / f"{job_id}.asr.json" + result = subprocess.run([ + "curl", "-sS", "--fail-with-body", "--max-time", "900", + "-F", f"file=@{audio}", "-F", "language=Chinese", + "-F", "save_voiceprint_session=true", DIARIZE_URL, + ], capture_output=True, timeout=930) + if result.returncode: + raise RuntimeError(f"ASR HTTP failed ({result.returncode})") + response_path.write_bytes(result.stdout) + try: + payload = json.loads(result.stdout) + except ValueError as exc: + raise RuntimeError("ASR returned invalid JSON") from exc + transcript = TRANSCRIPTS / f"{job_id}.txt" + transcript.write_text(transcript_from_response(payload), encoding="utf-8") + return transcript + + +def process_audio(source: Path, job: dict) -> None: + job_id = job["id"] + attempts = int(job.get("attempts") or 0) + 1 + digest = sha256(source) + db.update_job(job_id, "transcribing", "正在进行分角色转写", sha256=digest, + attempts=attempts, error_code="") + transcript = transcribe(source, job_id) + intake = {"job_id": job_id, "title": job.get("title", ""), + "context": job.get("context", ""), "source": job.get("source", "")} + raw = transcript.read_text(encoding="utf-8") + raw = f"\n" + raw + transcript.write_text(raw, encoding="utf-8") + db.update_job(job_id, "refining", "转写完成，正在生成整理稿", transcript=str(transcript)) + result = refine.refine(raw, date=time.strftime("%Y-%m-%d"), + transcript_path=str(transcript), queue_review=True) + draft = DRAFTS / f"{job_id}.md" + vault.write_draft_file(draft, result.draft) + questions = review.enqueue_draft(str(transcript), draft) + db.update_job(job_id, "review", f"整理稿已生成，{questions} 个问题待确认", + transcript=str(transcript), draft=str(draft)) + target = PROCESSED / source.name + if target.exists(): + target = PROCESSED / f"{source.stem}-{job_id[:8]}{source.suffix}" + shutil.move(str(source), target) + send("ASR 草稿待确认", job.get("title") or job["original_name"], + f"{PUBLIC_URL}/jobs/{job_id}/review/") + + +def claim(path: Path) -> tuple[Path, dict]: + job = db.find_by_stored(path.name) + if not job: + job_id = uuid.uuid4().hex[:24] + job = db.create_job(job_id, path.name, path.name, title=path.stem, + size=path.stat().st_size, source="ssh") + target = PROCESSING / path.name + if target.exists(): + target = PROCESSING / f"{path.stem}-{job['id'][:8]}{path.suffix}" + path.replace(target) + return target, job + + +def scan_inbox() -> None: + now = time.time() + for path in sorted(INBOX.iterdir()): + if not path.is_file() or path.suffix.lower() not in SUPPORTED: + continue + if now - path.stat().st_mtime < STABLE_SECONDS: + continue + source, job = claim(path) + try: + process_audio(source, job) + except Exception as exc: + attempts = int((db.get_job(job["id"]) or {}).get("attempts") or 0) + retry = attempts < MAX_ATTEMPTS + db.update_job(job["id"], "queued" if retry else "failed", + "处理失败，等待重试" if retry else "处理失败", + error_code=type(exc).__name__) + log(f"job={job['id']} failed type={type(exc).__name__}") + target = INBOX / source.name if retry else FAILED / source.name + if source.exists(): + shutil.move(str(source), target) + + +def process_revisions() -> None: + for marker in sorted(REVISION_QUEUE.glob("*.json")): + try: + payload = json.loads(marker.read_text(encoding="utf-8")) + draft = Path(payload["draft"]) + job_id = str(payload.get("job_id") or "") + db.update_job(job_id, "publishing", "正在应用人工确认") + revise.revise(draft) + current = db.get_job(job_id) or {} + if current.get("status") == "complete": + send("ASR 正式记录已生成", current.get("title") or current.get("original_name", ""), + f"{PUBLIC_URL}/jobs/{job_id}/") + elif current.get("status") != "review": + db.update_job(job_id, "review", "定稿预览已生成，等待发布确认", draft=str(draft)) + marker.unlink(missing_ok=True) + except Exception as exc: + log(f"revision marker={marker.name} failed type={type(exc).__name__}") + + +def recover() -> None: + for job in db.pending_recovery(): + if job["status"] in {"transcribing", "refining"}: + candidate = next((p for p in PROCESSING.iterdir() if p.name == job["stored_name"]), None) + if candidate: + shutil.move(str(candidate), INBOX / candidate.name) + db.update_job(job["id"], "queued", "worker 重启后重新排队") + + +def backup_databases() -> None: + # STATE is local disk; durable copies belong on the NFS data volume. + backup_dir = Path("/data/backups") + backup_dir.mkdir(parents=True, exist_ok=True) + for name in ("intake.db", "lexicon.db"): + source = STATE / name + if not source.exists(): + continue + target = backup_dir / f"{name}.latest" + temp = backup_dir / f".{name}.{os.getpid()}.tmp" + with sqlite3.connect(source) as src, sqlite3.connect(temp) as dst: + src.backup(dst) + temp.replace(target) + + +def main() -> None: + ensure_dirs() + lock = (STATE / "worker.lock").open("w") + fcntl.flock(lock, fcntl.LOCK_EX | fcntl.LOCK_NB) + recover() + (STATE / "worker.heartbeat").write_text(str(time.time())) + last_backup = 0.0 + while True: + scan_inbox() + process_revisions() + if time.time() - last_backup >= 3600: + backup_databases() + last_backup = time.time() + (STATE / "worker.heartbeat").write_text(str(time.time())) + time.sleep(POLL_SECONDS) + + +if __name__ == "__main__": + main() diff --git a/servers/tools-pve/asr-pipeline/compose.yaml b/servers/tools-pve/asr-pipeline/compose.yaml new file mode 100644 index 0000000..a241dc9 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/compose.yaml @@ -0,0 +1,50 @@ +services: + asr-web: + image: tools-asr-pipeline:2026-09-18 + pull_policy: never + build: + context: . + dockerfile: Dockerfile + container_name: tools-asr-web + restart: unless-stopped + init: true + env_file: + - /opt/asr-pipeline/.env + environment: + ASR_ROLE: web + ports: + - "192.168.50.49:8788:8788" + volumes: + - /mnt/truenas/personal/ASR-Pipeline:/data + - /opt/asr-pipeline/state:/state + healthcheck: + test: ["CMD", "curl", "-fsS", "http://127.0.0.1:8788/health"] + interval: 30s + timeout: 5s + retries: 3 + start_period: 20s + security_opt: + - no-new-privileges:true + + asr-worker: + image: tools-asr-pipeline:2026-09-18 + pull_policy: never + container_name: tools-asr-worker + restart: unless-stopped + init: true + env_file: + - /opt/asr-pipeline/.env + environment: + ASR_ROLE: worker + command: ["python", "-m", "asrservice.worker"] + volumes: + - /mnt/truenas/personal/ASR-Pipeline:/data + - /opt/asr-pipeline/state:/state + healthcheck: + test: ["CMD", "python", "-m", "asrservice.healthcheck"] + interval: 30s + timeout: 5s + retries: 3 + start_period: 20s + security_opt: + - no-new-privileges:true diff --git a/servers/tools-pve/asr-pipeline/requirements.txt b/servers/tools-pve/asr-pipeline/requirements.txt new file mode 100644 index 0000000..df58d12 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/requirements.txt @@ -0,0 +1,3 @@ +pypinyin==0.55.0 +rapidfuzz==3.14.1 +numpy==2.3.3 diff --git a/servers/tools-pve/asr-pipeline/termbank/allowlist.txt b/servers/tools-pve/asr-pipeline/termbank/allowlist.txt new file mode 100644 index 0000000..e6b98c3 --- /dev/null +++ b/servers/tools-pve/asr-pipeline/termbank/allowlist.txt @@ -0,0 +1,9506 @@ +一一 +一下 +一下子 +一世 +一丝 +一个 +一个个 +一个月 +一中 +一串 +一举 +一事 +一二 +一些 +一代 +一件 +一份 +一会 +一会儿 +一位 +一体 +一体化 +一侧 +一倍 +一八 +一共 +一再 +一出 +一刀 +一分 +一切 +一则 +一刻 +一剑 +一副 +一动不动 +一匹 +一半 +一双 +一发 +一口 +一口气 +一句 +一只 +一台 +一号 +一同 +一名 +一向 +一员 +一周 +一味 +一品 +一响 +一回 +一团 +一圈 +一场 +一块 +一块儿 +一堆 +一声 +一处 +一夜 +一大 +一天 +一头 +一套 +一定 +一家 +一家人 +一对 +一封 +一小 +一层 +一带 +一幅 +一幕 +一年 +一度 +一座 +一张 +一律 +一心 +一战 +一所 +一手 +一批 +一把 +一招 +一拳 +一排 +一支 +一斤 +一新 +一方 +一方面 +一旁 +一日 +一旦 +一早 +一时 +一时期 +一月 +一期 +一本 +一朵 +一条 +一来 +一杯 +一枚 +一枝 +一架 +一株 +一样 +一根 +一棵 +一模一样 +一次 +一步 +一段 +一派 +一流 +一灯 +一点 +一点儿 +一点点 +一片 +一生 +一番 +一直 +一眼 +一碗 +一种 +一端 +一笔 +一等 +一篇 +一类 +一粒 +一系列 +一级 +一线 +一组 +一经 +一群 +一股 +一脚 +一脸 +一致 +一般 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+], +"kind": "人名" +}, +"皓元医药": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"博创": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"睿智而行": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"赛默飞": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"源津生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"天演药业": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"植恩生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"Cytiva": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"三金集团": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"重庆中元汇吉生物技术股份有限公司": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"微生元生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"Pharmadule": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"博安世宁": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"三优生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"赛金生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"苏桥生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"宜明凯尔": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"泰康生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"芝兰健康": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"Medicovestor, Inc.": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"张科领弋": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"成都易力安生物科技有限公司": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"乐纯生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"云泰凌霄（重庆）生物科技有限公司": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"鼎泰生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"安诺瓴路": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"中新健康基金": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"华信": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"思努赛": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"汉和生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"易立安": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"武汉病毒所": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"宜联生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"和记黄埔": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"慧乐培生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"高潜咨询": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"宝船生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"上海三金": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"骊珠": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"嘉和生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"YBIO": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"泰皇生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"通商律师事务所": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"正和生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"JBP株式会社日本生物制剂": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"Cockram": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"汉腾": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"华晨集团": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"四川中天鑫源生命科技有限公司": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"诗健生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"清峰药业": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"日本东卫株式会社": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"佳惟达": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"非凡生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"鼎佩": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"夏尔巴": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"浩澜悦辉": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"盛世景": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"兆维科技": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"先进技术中心-乌兹别克斯坦": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"天健律师事务所": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"宜明昂科": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"微生元": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"康诺亚": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"天泽云泰": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"臻格生物": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"源津投资": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"海思科": { +"sources": [ +"card-companies" +], +"kind": "公司" +}, +"智享": { +"sources": [ +"card-companies" +], +"kind": "公司" +} +} \ No newline at end of file diff --git a/servers/tools-pve/asr-pipeline/tests/test_service.py b/servers/tools-pve/asr-pipeline/tests/test_service.py new file mode 100644 index 0000000..802a5ea --- /dev/null +++ b/servers/tools-pve/asr-pipeline/tests/test_service.py @@ -0,0 +1,52 @@ +from __future__ import annotations + +import importlib +import json +import os +import tempfile +import unittest +from pathlib import Path + + +class ServiceTests(unittest.TestCase): + @classmethod + def setUpClass(cls): + cls.tmp = tempfile.TemporaryDirectory() + os.environ["ASR_DATA_DIR"] = str(Path(cls.tmp.name) / "data") + os.environ["ASR_STATE_DIR"] = str(Path(cls.tmp.name) / "state") + from asrservice import config, db, worker + cls.config, cls.db, cls.worker = config, db, worker + + @classmethod + def tearDownClass(cls): + cls.tmp.cleanup() + + def test_job_events_follow_updates(self): + row = self.db.create_job("a" * 24, "x.m4a", "x.m4a", source="ssh") + self.assertEqual(row["status"], "queued") + self.db.update_job(row["id"], "transcribing", "started", attempts=1) + current = self.db.get_job(row["id"]) + self.assertEqual(current["attempts"], 1) + self.assertEqual([e["status"] for e in self.db.events(row["id"])], + ["queued", "transcribing"]) + + def test_transcript_contract(self): + text = self.worker.transcript_from_response({ + "segments": [ + {"speaker": "speaker_0", "text": "你好。"}, + {"speaker": "speaker_0", "text": "继续。"}, + {"speaker": "speaker_1", "text": "收到。"}, + ], + "voiceprint": {"session_id": "s1", "matches": []}, + }) + self.assertIn("voiceprint_session: s1", text) + self.assertIn("【speaker_0】你好。继续。", text) + self.assertEqual(text.count("【speaker_0】"), 1) + + def test_transcript_rejects_empty_segments(self): + with self.assertRaises(RuntimeError): + self.worker.transcript_from_response({"segments": []}) + + +if __name__ == "__main__": + unittest.main()