Files
inquiry_robot/inquiry-agent/agent/quote_templates/match.py
T

200 lines
6.2 KiB
Python

"""
报价模板匹配:询价需求对模板关键词,未命中则同业务默认模板。
本文件职责:纯函数,与 Java QuoteTemplateMatcher 同一套规则。
调用:MemoryLedger / 单测;生产出单以主账 render 为准。
禁止:在此发明价格;禁止读仓库 xlsx 当生产真相。
"""
from __future__ import annotations
from dataclasses import dataclass
from typing import Any, Iterable, Optional
# 与 Java QuoteTemplateMatcher.FAIL_MESSAGE 保持一字不差
FAIL_MESSAGE = "生成报价单失败,请联系IT运维维护后台报价模板。"
@dataclass(frozen=True)
class TemplatePick:
"""一次匹配结果。"""
template_id: str
name: str
match_type: str
raw: dict[str, Any]
def normalize_biz(raw: str) -> str:
"""业务线归一:AIR/空 → 空运,SEA/海 → 海运,LAND/陆 → 陆运。"""
t = (raw or "").strip()
if not t:
return ""
lower = t.lower()
if lower == "air" or t == "空" or "空运" in t or t == "AIR":
return "空运"
if lower == "sea" or t == "海" or "海运" in t or t == "SEA":
return "海运"
if lower == "land" or t == "陆" or "陆运" in t or t == "LAND":
return "陆运"
return t
def _as_keywords(raw: Any) -> list[str]:
"""摊开关键词。列表里若整段是 [海运,整柜] 也要拆开,与 Java asKeywords 一致。"""
if raw is None:
return []
if isinstance(raw, (list, tuple)):
out: list[str] = []
for x in raw:
s = str(x).strip()
if s.startswith("["):
out.extend(_as_keywords(s))
elif s:
out.append(s)
return out
text = str(raw).strip()
if not text or text.lower() == "null":
return []
if text.startswith("["):
inner = text[1:-1] if text.endswith("]") else text[1:]
out: list[str] = []
for part in inner.split(","):
s = part.strip().strip("\"'")
if s:
out.append(s)
return out
return [text]
def _is_default(raw: Any) -> bool:
if raw is True:
return True
if isinstance(raw, (int, float)) and int(raw) == 1:
return True
s = str(raw or "").strip().lower()
return s in {"1", "true"}
def _append(parts: list[str], val: Any) -> None:
if val is None:
return
s = str(val).strip()
if not s or s.lower() == "null":
return
parts.append(s)
def build_inquiry_haystack(
*,
business_line: str,
facts: Optional[dict[str, Any]] = None,
quote: Optional[dict[str, Any]] = None,
) -> str:
"""拼匹配文本:已冻结字段 + 业务线 + 报价费用名。"""
parts: list[str] = []
_append(parts, business_line)
_append(parts, normalize_biz(business_line))
for key, val in (facts or {}).items():
_append(parts, key)
_append(parts, val)
q = quote or {}
for key in ("source", "source_label", "freight", "total"):
_append(parts, q.get(key))
lines = q.get("fee_lines") or []
if isinstance(lines, Iterable) and not isinstance(lines, (str, bytes)):
for row in lines:
if isinstance(row, dict):
_append(parts, row.get("name"))
_append(parts, row.get("amount"))
else:
_append(parts, row)
return " ".join(parts)
def _row_of(item: Any) -> dict[str, Any]:
if isinstance(item, dict):
return item
return {
"templateId": getattr(item, "template_id", "") or getattr(item, "code", ""),
"name": getattr(item, "filename", "") or getattr(item, "code", ""),
"bizType": getattr(item, "biz_type", ""),
"keywords": list(getattr(item, "keywords", None) or []),
"isDefault": bool(getattr(item, "is_default", False)),
}
def pick_quote_template(
*,
templates: Optional[list[Any]],
business_line: str,
facts: Optional[dict[str, Any]] = None,
quote: Optional[dict[str, Any]] = None,
) -> Optional[TemplatePick]:
"""
同业务线:先按关键词打分(运输类型上的词优先),再退回默认模板。
「陆运/国内」不当关键词,避免中港模板抢走拼车单。
参数 templates:主账 listEnabled 行或 TemplateEntry。
返回 None 时销售侧用 FAIL_MESSAGE。
"""
want = normalize_biz(business_line)
haystack = build_inquiry_haystack(
business_line=business_line, facts=facts, quote=quote
).lower()
type_val = str((facts or {}).get("运输类型") or "").strip().lower()
keyword_hit: Optional[dict[str, Any]] = None
best: tuple[int, int] = (-1, -1)
default_hit: Optional[dict[str, Any]] = None
for item in templates or []:
row = _row_of(item)
biz = normalize_biz(str(row.get("bizType") or ""))
if want and biz and want != biz:
continue
if default_hit is None and _is_default(row.get("isDefault")):
default_hit = row
score = _keyword_score(row.get("keywords"), haystack, type_val)
if score == (0, 0):
continue
if score > best:
best = score
keyword_hit = row
hit = keyword_hit or default_hit
if hit is None:
return None
match_type = "keyword" if keyword_hit is not None else "default"
return TemplatePick(
template_id=str(hit.get("templateId") or hit.get("id") or ""),
name=str(hit.get("name") or ""),
match_type=match_type,
raw=hit,
)
_GENERIC_KEYWORDS = frozenset(
{"海运", "空运", "陆运", "sea", "air", "land", "国内"}
)
def _keyword_score(raw: Any, haystack: str, type_val: str) -> tuple[int, int]:
"""
运输类型上的命中优先,其次全文词长。
「陆运/国内」跳过,避免中港、国内整车抢走拼车单。
"""
type_hits = 0
length = 0
any_hit = False
for kw in _as_keywords(raw):
k = kw.lower()
if k in _GENERIC_KEYWORDS:
continue
if type_val and k in type_val:
type_hits += 1
length += len(k)
any_hit = True
elif k in haystack:
length += len(k)
any_hit = True
if not any_hit:
return (0, 0)
return (type_hits, length)