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gmTouringMiniApp/server/app/schemas.py
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2026-07-30 16:04:34 +08:00
from __future__ import annotations
from enum import Enum
from typing import Literal, Optional
from pydantic import BaseModel, ConfigDict, Field, model_validator
def to_camel(value: str) -> str:
parts = value.split("_")
return parts[0] + "".join(part.capitalize() for part in parts[1:])
class APIModel(BaseModel):
model_config = ConfigDict(
alias_generator=to_camel,
populate_by_name=True,
extra="forbid",
str_strip_whitespace=True,
)
class PlanningMode(str, Enum):
QUICK = "quick"
CUSTOM = "custom"
class Duration(str, Enum):
HALF_DAY = "half_day"
FULL_DAY = "full_day"
class Pace(str, Enum):
RELAXED = "relaxed"
MODERATE = "moderate"
COMPACT = "compact"
class Transport(str, Enum):
WALKING = "walking"
DRIVING = "driving"
PUBLIC_TRANSPORT = "public_transport"
class BudgetLevel(str, Enum):
ECONOMY = "economy"
STANDARD = "standard"
QUALITY = "quality"
Theme = Literal["亲子", "情侣", "朋友", "银发", "研学"]
Interest = Literal["自然风光", "文化场馆", "生态科普", "美食", "摄影"]
class TravelPreferences(APIModel):
destination: Literal["深圳市光明区"] = "深圳市光明区"
themes: list[Theme] = Field(default_factory=list, max_length=5)
pace: Pace
interests: list[Interest] = Field(default_factory=list, max_length=5)
transport: Transport = Transport.PUBLIC_TRANSPORT
@model_validator(mode="after")
def validate_group(self) -> "TravelPreferences":
if len(set(self.themes)) != len(self.themes):
raise ValueError("出行主题不能重复")
if len(set(self.interests)) != len(self.interests):
raise ValueError("兴趣偏好不能重复")
return self
class PoiCandidate(APIModel):
"""Coordinate-free, presentation-free POI data that may reach the model."""
id: str = Field(min_length=1, max_length=100, pattern=r"^[A-Za-z0-9][A-Za-z0-9_-]*$")
name: str = Field(min_length=1, max_length=100)
category_code: str = Field(min_length=1, max_length=64)
tag_codes: list[str] = Field(default_factory=list, max_length=20)
summary: str = Field(default="", max_length=300)
recommendation_index: int = Field(ge=1, le=5)
@model_validator(mode="after")
def validate_tags(self) -> "PoiCandidate":
if len(set(self.tag_codes)) != len(self.tag_codes):
raise ValueError("POI 标签不能重复")
return self
class PlanRecommendationRequest(APIModel):
mode: PlanningMode
preferences: TravelPreferences
duration_minutes: int = Field(ge=120, le=600, multiple_of=30)
selected_poi_ids: list[str] = Field(default_factory=list, max_length=8)
candidates: list[PoiCandidate] = Field(min_length=1, max_length=100)
@model_validator(mode="after")
def validate_planning_scope(self) -> "PlanRecommendationRequest":
candidate_ids = [candidate.id for candidate in self.candidates]
if len(set(candidate_ids)) != len(candidate_ids):
raise ValueError("候选 POI ID 不能重复")
if len(set(self.selected_poi_ids)) != len(self.selected_poi_ids):
raise ValueError("自选 POI ID 不能重复")
if self.mode == PlanningMode.QUICK:
if self.selected_poi_ids:
raise ValueError("快速规划不能预选 POI")
elif not 2 <= len(self.selected_poi_ids) <= 8:
raise ValueError("自选规划必须选择 2 至 8 个 POI")
unknown = set(self.selected_poi_ids) - set(candidate_ids)
if unknown:
raise ValueError(f"自选规划包含候选白名单外的 POI:{sorted(unknown)}")
return self
class ModelRecommendation(APIModel):
poi_id: str = Field(min_length=1, max_length=100)
reason: str = Field(min_length=1, max_length=300)
order: Optional[int] = Field(default=None, ge=1, le=8)
class ModelRecommendationSet(APIModel):
recommendations: list[ModelRecommendation] = Field(min_length=1, max_length=8)
class RecommendationItem(APIModel):
poi_id: str
reason: str
order: int = Field(ge=1, le=8)
class RecommendationResponse(APIModel):
request_id: str
mode: PlanningMode
assistant_message: str
recommendations: list[RecommendationItem] = Field(min_length=1, max_length=8)
generation_mode: Literal["mock", "real"]
class HealthResponse(APIModel):
status: Literal["ok", "degraded"]
mode: Literal["mock", "real"]
configured: bool
ready: bool