104 lines
2.4 KiB
Python
104 lines
2.4 KiB
Python
from datetime import datetime
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from typing import List, Optional
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from beanie import Document, Indexed
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from pydantic import BaseModel, EmailStr
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import re
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from decimal import Decimal
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from infra.models.constants import UserRegion
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class Tags(BaseModel):
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skill: List[str]
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class SelfIntro(BaseModel):
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summary: str = ""
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content_html: str = ""
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tags: Tags
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class Photo(BaseModel):
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url: Optional[str]
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base64: str
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filename: str
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class Email(BaseModel):
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address: Optional[EmailStr]
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verified: bool = False
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class Mobile(BaseModel):
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number: Optional[str]
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verified: bool
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class FLID(BaseModel):
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identity: str
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set_by: str
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create_time: datetime
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update_time: datetime
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class Password(BaseModel):
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set_up: bool
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update_time: datetime
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expiry: datetime
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class BasicProfileDoc(Document):
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user_id: str
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first_name: Indexed(str) = "" # type: ignore
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last_name: Indexed(str) = "" # type: ignore Index for faster search
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spoken_language: List[str] = []
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self_intro: SelfIntro
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photo: Photo
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email: Email
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mobile: Mobile
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FLID: FLID
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password: Password
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region: int = UserRegion.OTHER
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time_zone: Optional[str] = None
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class Settings:
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name = "basic_profile"
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indexes = [
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"user_id", # Add index for fast querying by user_id
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"email.address", # This adds an index for the 'email.address' field
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# Compound text index for fuzzy search across multiple fields
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[("first_name", "text"), ("last_name", "text"), ("email.address", "text")],
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]
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@classmethod
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async def fuzzy_search(cls, query: str) -> List["BasicProfileDoc"]:
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# Create a case-insensitive regex pattern for partial matching
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regex = re.compile(f".*{query}.*", re.IGNORECASE)
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# Perform a search on first_name, last_name, and email fields using $or
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results = await cls.find(
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{
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"$or": [
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{"first_name": {"$regex": regex}},
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{"last_name": {"$regex": regex}},
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{"email.address": {"$regex": regex}},
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]
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}
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).to_list()
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return results
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class ExpectedSalary(BaseModel):
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currency: str = "USD"
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hourly: Decimal = 0.0
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class ProviderProfileDoc(Document):
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user_id: str
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expected_salary: ExpectedSalary
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accepting_request: bool = False
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class Settings:
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name = "provider_profile"
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