feat: Freelancer Match — AI-матчинг, escrow, milestones, portfolio, skill-tests, verification

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2026-07-03 15:03:30 +00:00
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"""AI endpoints: матчинг, рекомендации."""
import logging
from fastapi import APIRouter, Depends
from sqlalchemy.ext.asyncio import AsyncSession
from app.core.database import get_db
from app.schemas.ai_match import AIMatchRequest, AIMatchResponse
from app.services.ai_service import find_matches
logger = logging.getLogger(__name__)
router = APIRouter(prefix="/api/ai", tags=["ai"])
@router.post("/match-project", response_model=list[AIMatchResponse])
async def match_project(data: AIMatchRequest, db: AsyncSession = Depends(get_db)):
"""Подобрать фрилансеров для проекта через AI."""
matches = await find_matches(
db=db, project_id=data.project_id, limit=data.limit, min_score=data.min_score
)
return [AIMatchResponse(**m) for m in matches]
@router.post("/generate-cover-letter")
async def generate_cover_letter(project_title: str, freelancer_skills: list[str]):
"""Сгенерировать сопроводительное письмо для заявки."""
# Placeholder — в продакшене вызов LLM
return {
"cover_letter": f"Здравствуйте! Я заинтересован в проекте '{project_title}'. Мой опыт работы с [{', '.join(freelancer_skills)}] позволяет качественно выполнить задачу."
}
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"""Auth endpoints: регистрация, логин, OAuth."""
import logging
from datetime import timedelta
from fastapi import APIRouter, Depends, HTTPException, status
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select
from app.core.database import get_db
from app.core.security import (
hash_password, verify_password, create_access_token, create_refresh_token, get_current_user
)
from app.schemas.user import UserCreate, UserLogin
from app.schemas.auth import TokenPair
from app.models.user import User, FreelancerProfile
logger = logging.getLogger(__name__)
router = APIRouter(prefix="/api/auth", tags=["auth"])
@router.post("/register", response_model=TokenPair)
async def register(data: UserCreate, db: AsyncSession = Depends(get_db)):
"""Регистрация нового пользователя."""
# Проверка email
result = await db.execute(select(User).where(User.email == data.email))
if result.scalar_one_or_none():
raise HTTPException(status_code=409, detail="Email уже зарегистрирован")
# Создание пользователя
user = User(
email=data.email,
password_hash=hash_password(data.password),
role=data.role,
full_name=data.full_name,
)
db.add(user)
await db.commit()
await db.refresh(user)
# Создаём профиль фрилансера по умолчанию
if data.role in ("freelancer", "both"):
profile = FreelancerProfile(
user_id=user.id,
skills=data.full_name or [], # заполняется позже
)
db.add(profile)
await db.commit()
# Генерация токенов
access_token = create_access_token({"sub": str(user.id), "role": data.role})
refresh_token = create_refresh_token({"sub": str(user.id)})
return TokenPair(access_token=access_token, refresh_token=refresh_token)
@router.post("/login", response_model=TokenPair)
async def login(data: UserLogin, db: AsyncSession = Depends(get_db)):
"""Логин пользователя."""
result = await db.execute(select(User).where(User.email == data.email))
user = result.scalar_one_or_none()
if not user or not verify_password(data.password, user.password_hash):
raise HTTPException(status_code=401, detail="Неверный email или пароль")
access_token = create_access_token({"sub": str(user.id), "role": user.role})
refresh_token = create_refresh_token({"sub": str(user.id)})
return TokenPair(access_token=access_token, refresh_token=refresh_token)
@router.post("/refresh", response_model=TokenPair)
async def refresh(token: dict = Depends(get_current_user)):
"""Обновление access-токена."""
new_access = create_access_token({"sub": token["id"], "role": token["role"]})
return TokenPair(access_token=new_access, refresh_token="")
@router.get("/me", response_model=dict)
async def me(user: dict = Depends(get_current_user)):
"""Получить текущего пользователя."""
return {"user_id": user["id"], "role": user["role"]}
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"""Escrow endpoints (гарант)."""
from fastapi import APIRouter, Depends, HTTPException
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select
from app.core.database import get_db
from app.schemas.escrow import EscrowCreate, EscrowRelease
from app.models.escrow import EscrowTransaction
from app.models.project import Project
router = APIRouter(prefix="/api/escrow", tags=["escrow"])
@router.post("/create")
async def create_escrow(data: EscrowCreate, db: AsyncSession = Depends(get_db)):
"""Создать escrow-транзакцию."""
result = await db.execute(select(Project).where(Project.id == data.project_id))
project = result.scalar_one_or_none()
if not project:
raise HTTPException(status_code=404, detail="Проект не найден")
transaction = EscrowTransaction(
project_id=data.project_id,
client_id=data.client_id,
freelancer_id=data.freelancer_id,
amount=data.amount,
status="pending",
)
db.add(transaction)
await db.commit()
await db.refresh(transaction)
return {
"id": str(transaction.id),
"status": transaction.status,
"amount": float(transaction.amount),
"payment_url": f"https://stripe.com/pay/{transaction.id}", # Stripe redirect
}
@router.post("/release")
async def release_escrow(data: EscrowRelease, db: AsyncSession = Depends(get_db)):
"""Освободить средства фрилансеру."""
result = await db.execute(select(EscrowTransaction).where(EscrowTransaction.id == data.transaction_id))
transaction = result.scalar_one_or_none()
if not transaction or transaction.status != "locked":
raise HTTPException(status_code=400, detail="Транзакция не может быть разблокирована")
# Комиссия платформы 10%
commission = transaction.amount * 0.10
freelancer_amount = transaction.amount - commission
transaction.status = "released"
await db.commit()
return {
"id": str(transaction.id),
"status": "released",
"freelancer_payout": float(freelancer_amount),
"platform_commission": float(commission),
}
@router.post("/dispute")
async def dispute_escrow(transaction_id: str, db: AsyncSession = Depends(get_db)):
"""Открыть спор по escrow."""
result = await db.execute(select(EscrowTransaction).where(EscrowTransaction.id == transaction_id))
transaction = result.scalar_one_or_none()
if not transaction:
raise HTTPException(status_code=404, detail="Транзакция не найдена")
transaction.status = "disputed"
await db.commit()
return {"status": "dispute_opened", "transaction_id": str(transaction.id)}
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"""Endpoints для Milestone-платежей (Upwork-style)."""
from fastapi import APIRouter, Depends, HTTPException
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select
from app.core.database import get_db
from app.core.security import get_current_user
from app.models.project import Project
from app.models.milestone import Milestone
from app.models.escrow import EscrowTransaction
router = APIRouter(prefix="/api/projects/{project_id}/milestones", tags=["milestones"])
@router.post("", response_model=dict)
async def create_milestone(
project_id: str, data: dict, db: AsyncSession = Depends(get_db), user: dict = Depends(get_current_user)
):
"""Создать milestone для проекта."""
result = await db.execute(select(Project).where(Project.id == project_id))
project = result.scalar_one_or_none()
if not project or project.client_id != user["id"]:
raise HTTPException(status_code=403, detail="Только владелец проекта может создавать milestones")
milestone = Milestone(
project_id=project_id,
title=data.get("title", ""),
description=data.get("description"),
amount=float(data.get("amount")),
due_date=None, # ISO format string
)
db.add(milestone)
await db.commit()
await db.refresh(milestone)
return {"id": str(milestone.id), "status": milestone.status}
@router.patch("/{milestone_id}/submit")
async def submit_milestone(milestone_id: str, db: AsyncSession = Depends(get_db)):
"""Фрилансер завершает milestone."""
result = await db.execute(select(Milestone).where(Milestone.id == milestone_id))
milestone = result.scalar_one_or_none()
if not milestone or milestone.status != "funded":
raise HTTPException(status_code=400, detail="Milestone не может быть завершён")
milestone.status = "submitted"
await db.commit()
return {"status": "submitted", "milestone_id": str(milestone.id)}
@router.patch("/{milestone_id}/approve")
async def approve_milestone(milestone_id: str, user: dict = Depends(get_current_user), db: AsyncSession = Depends(get_db)):
"""Клиент одобряет milestone."""
result = await db.execute(select(Milestone).where(Milestone.id == milestone_id))
milestone = result.scalar_one_or_none()
if not milestone or milestone.status != "submitted":
raise HTTPException(status_code=400, detail="Milestone не может быть одобрен")
milestone.status = "approved"
await db.commit()
return {"status": "approved", "milestone_id": str(milestone.id)}
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"""Endpoints для портфолио фрилансера."""
from fastapi import APIRouter, Depends, HTTPException
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select
from app.core.database import get_db
from app.core.security import get_current_user
from app.models.portfolio import PortfolioItem
from app.models.user import User
router = APIRouter(prefix="/api/portfolio", tags=["portfolio"])
@router.post("")
async def create_portfolio_item(data: dict, db: AsyncSession = Depends(get_db), user: dict = Depends(get_current_user)):
"""Добавить работу в портфолио."""
item = PortfolioItem(
freelancer_id=user["id"],
title=data.get("title", ""),
description=data.get("description"),
image_url=data.get("image_url"),
live_url=data.get("live_url"),
technologies=data.get("technologies", []),
)
db.add(item)
await db.commit()
await db.refresh(item)
return {"id": str(item.id)}
@router.get("/user/{user_id}")
async def list_portfolio(user_id: str, db: AsyncSession = Depends(get_db)):
"""Список работ в портфолио пользователя."""
result = await db.execute(select(PortfolioItem).where(PortfolioItem.freelancer_id == user_id))
items = result.scalars().all()
return [
{
"id": str(i.id),
"title": i.title,
"description": i.description,
"image_url": i.image_url,
"live_url": i.live_url,
"technologies": i.technologies,
"created_at": str(i.created_at),
} for i in items
]
@router.delete("/{item_id}")
async def delete_portfolio_item(item_id: str, user: dict = Depends(get_current_user), db: AsyncSession = Depends(get_db)):
"""Удалить работу из портфолио."""
result = await db.execute(select(PortfolioItem).where(PortfolioItem.id == item_id))
item = result.scalar_one_or_none()
if not item or item.freelancer_id != user["id"]:
raise HTTPException(status_code=403, detail="Нет доступа")
await db.delete(item)
await db.commit()
return {"status": "deleted"}
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"""Endpoints для проектов."""
import logging
from typing import Any
from fastapi import APIRouter, Depends, HTTPException, Query
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select, desc
from app.core.database import get_db
from app.core.security import get_current_user
from app.schemas.project import ProjectCreate, ProjectUpdate, ProjectResponse
from app.models.user import User
from app.models.project import Project
logger = logging.getLogger(__name__)
router = APIRouter(prefix="/api/projects", tags=["projects"])
@router.post("", response_model=ProjectResponse)
async def create_project(data: ProjectCreate, db: AsyncSession = Depends(get_db), user: dict = Depends(get_current_user)):
"""Создать новый проект."""
project = Project(
client_id=user["id"],
title=data.title,
description=data.description,
category=data.category,
required_skills=data.required_skills,
budget_min=data.budget_min,
budget_max=data.budget_max,
deadline=data.deadline,
)
db.add(project)
await db.commit()
await db.refresh(project)
return ProjectResponse(
id=str(project.id),
title=project.title,
description=project.description,
category=project.category,
required_skills=project.required_skills,
budget_min=float(project.budget_min) if project.budget_min else None,
budget_max=float(project.budget_max) if project.budget_max else None,
status=project.status,
deadline=str(project.deadline) if project.deadline else None,
created_at=str(project.created_at),
updated_at=str(project.updated_at),
)
@router.get("", response_model=list[ProjectResponse])
async def list_projects(
db: AsyncSession = Depends(get_db),
status_filter: str | None = Query(None, alias="status"),
category: str | None = None,
page: int = 1,
limit: int = 20,
):
"""Список проектов с фильтрацией."""
stmt = select(Project)
if status_filter:
stmt = stmt.where(Project.status == status_filter)
if category:
stmt = stmt.where(Project.category == category)
stmt = stmt.order_by(desc(Project.created_at)).offset((page - 1) * limit).limit(limit)
result = await db.execute(stmt)
projects = result.scalars().all()
return [ProjectResponse(
id=str(p.id), title=p.title, description=p.description, category=p.category,
required_skills=p.required_skills, budget_min=float(p.budget_min) if p.budget_min else None,
budget_max=float(p.budget_max) if p.budget_max else None, status=p.status,
deadline=str(p.deadline) if p.deadline else None, created_at=str(p.created_at), updated_at=str(p.updated_at),
) for p in projects]
@router.get("/{project_id}", response_model=ProjectResponse)
async def get_project(project_id: str, db: AsyncSession = Depends(get_db)):
"""Получить проект по ID."""
result = await db.execute(select(Project).where(Project.id == project_id))
project = result.scalar_one_or_none()
if not project:
raise HTTPException(status_code=404, detail="Проект не найден")
return ProjectResponse(
id=str(project.id), title=project.title, description=project.description, category=project.category,
required_skills=project.required_skills, budget_min=float(project.budget_min) if project.budget_min else None,
budget_max=float(project.budget_max) if project.budget_max else None, status=project.status,
deadline=str(project.deadline) if project.deadline else None, created_at=str(project.created_at), updated_at=str(project.updated_at),
)
@router.put("/{project_id}", response_model=ProjectResponse)
async def update_project(project_id: str, data: ProjectUpdate, db: AsyncSession = Depends(get_db)):
"""Обновить проект."""
result = await db.execute(select(Project).where(Project.id == project_id))
project = result.scalar_one_or_none()
if not project:
raise HTTPException(status_code=404, detail="Проект не найден")
for field, value in data.model_dump(exclude_unset=True).items():
setattr(project, field, value)
await db.commit()
await db.refresh(project)
return ProjectResponse(
id=str(project.id), title=project.title, description=project.description, category=project.category,
required_skills=project.required_skills, budget_min=float(project.budget_min) if project.budget_min else None,
budget_max=float(project.budget_max) if project.budget_max else None, status=project.status,
deadline=str(project.deadline) if project.deadline else None, created_at=str(project.created_at), updated_at=str(project.updated_at),
)
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"""Endpoints для заявок фрилансеров."""
from fastapi import APIRouter, Depends, HTTPException
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select, desc
from app.core.database import get_db
from app.core.security import get_current_user
from app.schemas.proposal import ProposalCreate, ProposalResponse
from app.models.project import Project
from app.models.proposal import Proposal
router = APIRouter(prefix="/api/projects/{project_id}/proposals", tags=["proposals"])
@router.post("", response_model=ProposalResponse)
async def create_proposal(
project_id: str, data: ProposalCreate, db: AsyncSession = Depends(get_db), user: dict = Depends(get_current_user)
):
"""Фрилансер подаёт заявку на проект."""
result = await db.execute(select(Project).where(Project.id == project_id))
project = result.scalar_one_or_none()
if not project:
raise HTTPException(status_code=404, detail="Проект не найден")
proposal = Proposal(
project_id=project_id,
freelancer_id=user["id"],
cover_letter=data.cover_letter,
proposed_price=data.proposed_price,
estimated_days=data.estimated_days,
)
db.add(proposal)
await db.commit()
await db.refresh(proposal)
return ProposalResponse(
id=str(proposal.id), project_id=project_id, freelancer_id=user["id"],
cover_letter=proposal.cover_letter, proposed_price=float(proposal.proposed_price) if proposal.proposed_price else None,
estimated_days=proposal.estimated_days, status=proposal.status, created_at=str(proposal.created_at),
)
@router.get("", response_model=list[ProposalResponse])
async def list_proposals(project_id: str, db: AsyncSession = Depends(get_db)):
"""Список заявок на проект."""
result = await db.execute(select(Proposal).where(Proposal.project_id == project_id).order_by(desc(Proposal.created_at)))
proposals = result.scalars().all()
return [ProposalResponse(
id=str(p.id), project_id=p.project_id, freelancer_id=p.freelancer_id, cover_letter=p.cover_letter,
proposed_price=float(p.proposed_price) if p.proposed_price else None, estimated_days=p.estimated_days,
status=p.status, created_at=str(p.created_at),
) for p in proposals]
@router.patch("/{proposal_id}/status")
async def update_proposal_status(proposal_id: str, status: str, db: AsyncSession = Depends(get_db)):
"""Обновить статус заявки (accept/reject)."""
result = await db.execute(select(Proposal).where(Proposal.id == proposal_id))
proposal = result.scalar_one_or_none()
if not proposal:
raise HTTPException(status_code=404, detail="Заявка не найдена")
proposal.status = status
await db.commit()
return {"status": "updated", "proposal_id": str(proposal.id)}
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"""Endpoints для отзывов и рейтингов."""
from fastapi import APIRouter, Depends, HTTPException
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select, func
from app.core.database import get_db
from app.core.security import get_current_user
from app.schemas.review import ReviewCreate, ReviewResponse
from app.models.project import Project
from app.models.review import Review
from app.models.user import User
router = APIRouter(prefix="/api/reviews", tags=["reviews"])
@router.post("", response_model=ReviewResponse)
async def create_review(data: ReviewCreate, db: AsyncSession = Depends(get_db), user: dict = Depends(get_current_user)):
"""Оставить отзыв на проект."""
result = await db.execute(select(Project).where(Project.id == data.project_id))
project = result.scalar_one_or_none()
if not project:
raise HTTPException(status_code=404, detail="Проект не найден")
# Проверка что пользователь участвовал в проекте
if user["id"] != project.client_id and user["id"] != project.proposals[0].freelancer_id if project.proposals else True:
raise HTTPException(status_code=403, detail="Только участники проекта могут оставить отзыв")
review = Review(
project_id=data.project_id,
reviewer_id=user["id"],
reviewee_id=data.reviewee_id,
rating=data.rating,
comment=data.comment,
)
db.add(review)
await db.commit()
await db.refresh(review)
# Обновляем рейтинг пользователя
result = await db.execute(select(func.avg(Review.rating)).where(Review.reviewee_id == data.reviewee_id))
avg_rating = float(result.scalar_one_or_none()) or 0.0
return ReviewResponse(
id=str(review.id),
project_id=review.project_id,
reviewer_name="Аноним",
reviewee_name="Аноним",
rating=review.rating,
comment=review.comment,
created_at=str(review.created_at),
)
@router.get("/project/{project_id}", response_model=list[ReviewResponse])
async def list_reviews(project_id: str, db: AsyncSession = Depends(get_db)):
"""Список отзывов по проекту."""
result = await db.execute(select(Review).where(Review.project_id == project_id))
reviews = result.scalars().all()
return [ReviewResponse(
id=str(r.id), project_id=r.project_id, reviewer_name="Аноним", reviewee_name="Аноним",
rating=r.rating, comment=r.comment, created_at=str(r.created_at)
) for r in reviews]
@router.get("/user/{user_id}", response_model=dict)
async def get_user_rating(user_id: str, db: AsyncSession = Depends(get_db)):
"""Получить рейтинг пользователя."""
result = await db.execute(select(func.avg(Review.rating)).where(Review.reviewee_id == user_id))
avg_rating = float(result.scalar_one_or_none()) or 0.0
result2 = await db.execute(select(func.count(Review.id)).where(Review.reviewee_id == user_id))
total_reviews = int(result2.scalar_one_or_none()) or 0
return {"user_id": user_id, "rating": round(avg_rating, 1), "total_reviews": total_reviews}
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"""Endpoints для Skill Tests (сертификация навыков)."""
from fastapi import APIRouter, Depends, HTTPException
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select
from app.core.database import get_db
from app.core.security import get_current_user
from app.models.skill_test import SkillTest, SkillTestResult
from app.models.user import User
router = APIRouter(prefix="/api/skill-tests", tags=["skill-tests"])
@router.get("")
async def list_tests(db: AsyncSession = Depends(get_db)):
"""Список доступных тестов навыков."""
result = await db.execute(select(SkillTest))
tests = result.scalars().all()
return [
{
"id": str(t.id),
"name": t.name,
"category": t.category,
"questions_count": t.questions_count,
"passing_score": t.passing_score,
} for t in tests
]
@router.post("/take/{test_id}")
async def take_test(test_id: str, user: dict = Depends(get_current_user), db: AsyncSession = Depends(get_db)):
"""Начать тест навыков."""
result = await db.execute(select(SkillTest).where(SkillTest.id == test_id))
test = result.scalar_one_or_none()
if not test:
raise HTTPException(status_code=404, detail="Тест не найден")
# Генерация вопросов (placeholder — в продакшене реальные вопросы)
questions = [
{"id": i + 1, "question": f"Вопрос {i+1} по теме '{test.name}'", "options": ["A", "B", "C", "D"], "correct": 0}
for i in range(test.questions_count)
]
return {"test_id": str(test.id), "questions": questions, "time_limit_minutes": test.questions_count * 2}
@router.post("/submit/{test_id}")
async def submit_test(test_id: str, answers: dict, user: dict = Depends(get_current_user), db: AsyncSession = Depends(get_db)):
"""Отправить ответы на тест."""
result = await db.execute(select(SkillTest).where(SkillTest.id == test_id))
test = result.scalar_one_or_none()
if not test:
raise HTTPException(status_code=404, detail="Тест не найден")
# Подсчёт баллов (placeholder)
score = 75.0 # В продакшене реальный подсчёт
passed = score >= test.passing_score
result2 = await db.execute(select(SkillTestResult).where(
SkillTestResult.user_id == user["id"],
SkillTestResult.skill_test_id == test_id,
))
existing = result2.scalar_one_or_none()
if existing:
existing.score = score
existing.passed = passed
existing.completed_at = None # TODO: datetime.now(timezone.utc)
else:
new_result = SkillTestResult(
user_id=user["id"],
skill_test_id=test_id,
score=score,
passed=passed,
completed_at=None,
)
db.add(new_result)
await db.commit()
return {"score": score, "passed": passed}
@router.get("/user/{user_id}")
async def get_user_tests(user_id: str, db: AsyncSession = Depends(get_db)):
"""Получить результаты тестов пользователя."""
result = await db.execute(select(SkillTestResult).where(SkillTestResult.user_id == user_id))
results = result.scalars().all()
return [
{
"test_name": r.skill_test.name if hasattr(r, 'skill_test') else "Unknown",
"score": r.score,
"passed": r.passed,
"completed_at": str(r.completed_at) if r.completed_at else None,
} for r in results
]
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"""Endpoints для верификации профиля."""
from fastapi import APIRouter, Depends, HTTPException
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select
from app.core.database import get_db
from app.core.security import get_current_user
from app.models.verification import Verification
router = APIRouter(prefix="/api/verification", tags=["verification"])
@router.get("/me")
async def me_verification(user: dict = Depends(get_current_user), db: AsyncSession = Depends(get_db)):
"""Получить статус верификации текущего пользователя."""
result = await db.execute(select(Verification).where(Verification.user_id == user["id"]))
verification = result.scalar_one_or_none()
if not verification:
return {
"user_id": user["id"],
"is_email_verified": False,
"is_phone_verified": False,
"is_id_verified": False,
"is_bank_verified": False,
"verified_at": None,
}
return {
"user_id": verification.user_id,
"is_email_verified": verification.is_email_verified,
"is_phone_verified": verification.is_phone_verified,
"is_id_verified": verification.is_id_verified,
"is_bank_verified": verification.is_bank_verified,
"verified_at": str(verification.verified_at) if verification.verified_at else None,
}
@router.post("/email/verify")
async def verify_email(user: dict = Depends(get_current_user), db: AsyncSession = Depends(get_db)):
"""Подтвердить email."""
result = await db.execute(select(Verification).where(Verification.user_id == user["id"]))
verification = result.scalar_one_or_none()
if not verification:
verification = Verification(user_id=user["id"])
db.add(verification)
verification.is_email_verified = True
await db.commit()
return {"status": "email_verified"}
@router.post("/phone/verify")
async def verify_phone(user: dict = Depends(get_current_user), db: AsyncSession = Depends(get_db)):
"""Подтвердить телефон."""
result = await db.execute(select(Verification).where(Verification.user_id == user["id"]))
verification = result.scalar_one_or_none()
if not verification:
verification = Verification(user_id=user["id"])
db.add(verification)
verification.is_phone_verified = True
await db.commit()
return {"status": "phone_verified"}
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"""Конфигурация приложения."""
from pydantic_settings import BaseSettings
class Settings(BaseSettings):
# БД
DATABASE_URL: str = "postgresql+asyncpg://postgres:postgres@localhost:5432/freelancer_match"
# Redis
REDIS_URL: str = "redis://localhost:6379/0"
# JWT
SECRET_KEY: str = "your-secret-key-change-in-production"
ACCESS_TOKEN_EXPIRE_MINUTES: int = 15
REFRESH_TOKEN_EXPIRE_DAYS: int = 7
# OpenAI (для AI-матчинга)
OPENAI_API_KEY: str = ""
# OAuth
GOOGLE_CLIENT_ID: str = ""
GITHUB_CLIENT_ID: str = ""
GITHUB_CLIENT_SECRET: str = ""
# Stripe (Escrow)
STRIPE_SECRET_KEY: str = ""
STRIPE_WEBHOOK_SECRET: str = ""
# Email
SMTP_HOST: str = "smtp.gmail.com"
SMTP_PORT: int = 587
SMTP_USER: str = ""
SMTP_PASSWORD: str = ""
EMAIL_FROM: str = "noreply@freelancermatch.com"
# CORS
ALLOWED_ORIGINS: list[str] = ["http://localhost:3000", "https://freelancermatch.com"]
# AI Matching
EMBEDDING_MODEL: str = "text-embedding-3-small"
MATCH_MIN_SCORE: float = 0.7
class Config:
env_file = ".env"
settings = Settings()
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"""Подключение к PostgreSQL и Redis."""
from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine, async_sessionmaker
from sqlalchemy.orm import DeclarativeBase
from app.config import settings
engine = create_async_engine(settings.DATABASE_URL, echo=False)
async_session_factory = async_sessionmaker(engine, class_=AsyncSession, expire_on_commit=False)
class Base(DeclarativeBase):
pass
async def get_db() -> AsyncSession:
"""Зависимость для получения сессии БД."""
async with async_session_factory() as session:
yield session
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"""Безопасность: JWT, хеширование паролей."""
from datetime import datetime, timedelta, timezone
from typing import Any
import jwt
from passlib.context import CryptContext
from fastapi import Depends, HTTPException, status
from fastapi.security import OAuth2PasswordBearer
from app.config import settings
pwd_context = CryptContext(schemes=["bcrypt"], deprecated="auto")
oauth2_scheme = OAuth2PasswordBearer(tokenUrl="/api/auth/login")
def hash_password(password: str) -> str:
return pwd_context.hash(password)
def verify_password(plain: str, hashed: str) -> bool:
return pwd_context.verify(plain, hashed)
def create_access_token(data: dict[str, Any], expires_delta: timedelta | None = None) -> str:
to_encode = data.copy()
expire = datetime.now(timezone.utc) + (expires_delta or timedelta(minutes=settings.ACCESS_TOKEN_EXPIRE_MINUTES))
to_encode.update({"exp": expire})
return jwt.encode(to_encode, settings.SECRET_KEY, algorithm="HS256")
def create_refresh_token(data: dict[str, Any]) -> str:
expire = datetime.now(timezone.utc) + timedelta(days=settings.REFRESH_TOKEN_EXPIRE_DAYS)
data_copy = data.copy()
data_copy.update({"exp": expire, "type": "refresh"})
return jwt.encode(data_copy, settings.SECRET_KEY, algorithm="HS256")
async def get_current_user(token: str = Depends(oauth2_scheme)) -> dict[str, Any]:
"""Извлечь текущего пользователя из токена."""
try:
payload = jwt.decode(token, settings.SECRET_KEY, algorithms=["HS256"])
user_id = payload.get("sub")
role = payload.get("role")
if not user_id or not role:
raise HTTPException(status_code=401, detail="Invalid token")
return {"id": user_id, "role": role}
except jwt.PyJWTError:
raise HTTPException(status_code=401, detail="Invalid or expired token")
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"""FastAPI приложение — Freelancer Match."""
import logging
from contextlib import asynccontextmanager
from fastapi import FastAPI
from fastapi.middleware.cors import CORSMiddleware
from app.config import settings
from app.api.auth import router as auth_router
from app.api.projects import router as projects_router
from app.api.proposals import router as proposals_router
from app.api.ai import router as ai_router
from app.api.escrow import router as escrow_router
from app.api.reviews import router as reviews_router
from app.api.milestones import router as milestones_router
from app.api.portfolio import router as portfolio_router
from app.api.skill_tests import router as skill_tests_router
from app.api.verification import router as verification_router
logging.basicConfig(level=logging.INFO)
@asynccontextmanager
async def lifespan(app: FastAPI):
"""Запуск и остановка приложения."""
logging.info("🚀 Freelancer Match starting...")
yield
logging.info("🛑 Freelancer Match shutting down.")
app = FastAPI(
title="Freelancer Match API",
description="Площадка для фрилансеров с AI-матчингом и escrow-гарантом",
version="1.0.0",
lifespan=lifespan,
)
# CORS
app.add_middleware(
CORSMiddleware,
allow_origins=settings.ALLOWED_ORIGINS,
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
# Routes
app.include_router(auth_router)
app.include_router(projects_router)
app.include_router(proposals_router)
app.include_router(ai_router)
app.include_router(escrow_router)
app.include_router(reviews_router)
app.include_router(milestones_router)
app.include_router(portfolio_router)
app.include_router(skill_tests_router)
app.include_router(verification_router)
@app.get("/api/health")
async def health():
return {"status": "ok", "service": "freelancer-match"}
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"""Модели SQLAlchemy."""
from app.models.user import User, FreelancerProfile, ClientProfile
from app.models.project import Project
from app.models.proposal import Proposal
from app.models.ai_match import AIMatch
from app.models.escrow import EscrowTransaction
from app.models.milestone import Milestone
from app.models.work_session import WorkSession
from app.models.review import Review
from app.models.message import Message
from app.models.notification import Notification
from app.models.portfolio import PortfolioItem
from app.models.skill_test import SkillTest, SkillTestResult
from app.models.verification import Verification
__all__ = [
"User", "FreelancerProfile", "ClientProfile",
"Project", "Proposal", "AIMatch",
"EscrowTransaction", "Milestone", "WorkSession",
"Review", "Message", "Notification",
"PortfolioItem", "SkillTest", "SkillTestResult",
"Verification",
]
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"""Модель AI-рекомендаций."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, Float, ForeignKey, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class AIMatch(Base):
__tablename__ = "ai_matches"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
project_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("projects.id"), nullable=False)
freelancer_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
match_score: Mapped[float] = mapped_column(Float(precision=5, scale=4), nullable=False)
reasons: Mapped[list] = mapped_column("reasons", postgresql.JSONB, default=list)
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
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"""Модель Escrow-транзакций (гарант)."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, Enum, Float, ForeignKey, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class EscrowTransaction(Base):
__tablename__ = "escrow_transactions"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
project_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("projects.id"), nullable=False)
client_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
freelancer_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
amount: Mapped[float] = mapped_column(Float(precision=10, scale=2), nullable=False)
status: Mapped[str] = mapped_column(Enum("pending", "locked", "released", "disputed", "refunded"), default="pending")
released_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
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"""Модель сообщений чата."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, ForeignKey, Text, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class Message(Base):
__tablename__ = "messages"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
work_session_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("work_sessions.id"), nullable=False)
sender_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
content: Mapped[str] = mapped_column(Text, nullable=False)
attachments: Mapped[list | None] = mapped_column("attachments", postgresql.JSONB, default=list)
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
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"""Модель Milestone-платежей (Upwork-style)."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, Enum, Float, ForeignKey, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class Milestone(Base):
__tablename__ = "milestones"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
project_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("projects.id"), nullable=False)
escrow_transaction_id: Mapped[uuid.UUID | None] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("escrow_transactions.id"))
title: Mapped[str] = mapped_column(String(255), nullable=False)
description: Mapped[str | None] = mapped_column(Text)
amount: Mapped[float] = mapped_column(Float(precision=10, scale=2), nullable=False)
status: Mapped[str] = mapped_column(Enum("pending", "funded", "in_progress", "submitted", "approved", "disputed"), default="pending")
due_date: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
submitted_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
approved_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
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"""Модель уведомлений."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, Boolean, ForeignKey, String, Text, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class Notification(Base):
__tablename__ = "notifications"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
user_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
type: Mapped[str] = mapped_column(String(50)) # proposal_received, payment_released, etc.
title: Mapped[str | None] = mapped_column(String(255))
body: Mapped[str | None] = mapped_column(Text)
is_read: Mapped[bool] = mapped_column(default=False)
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
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"""Модель портфолио фрилансера."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, ForeignKey, Integer, String, Text, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class PortfolioItem(Base):
__tablename__ = "portfolio_items"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
freelancer_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
title: Mapped[str] = mapped_column(String(255), nullable=False)
description: Mapped[str | None] = mapped_column(Text)
image_url: Mapped[str | None] = mapped_column(Text) # URL превью работы
live_url: Mapped[str | None] = mapped_column(Text) # Ссылка на работу
technologies: Mapped[list] = mapped_column("technologies", postgresql.JSONB, default=list)
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
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"""Модели проектов и заявок."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, Enum, Float, ForeignKey, Integer, String, Text, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class Project(Base):
__tablename__ = "projects"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
client_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
title: Mapped[str] = mapped_column(String(255), nullable=False)
description: Mapped[str] = mapped_column(Text, nullable=False)
category: Mapped[str | None] = mapped_column(String(100))
required_skills: Mapped[list] = mapped_column("required_skills", postgresql.JSONB, default=list)
skill_embeddings: Mapped[list | None] = mapped_column("skill_embeddings") # pgvector
budget_min: Mapped[float | None] = mapped_column(Float(precision=10, scale=2))
budget_max: Mapped[float | None] = mapped_column(Float(precision=10, scale=2))
status: Mapped[str] = mapped_column(Enum("open", "in_progress", "completed", "cancelled"), default="open")
deadline: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
updated_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), onupdate=func.now())
# Relationships
client = relationship("User", foreign_keys=[client_id])
proposals: Mapped[list["Proposal"]] = relationship(back_populates="project")
class Proposal(Base):
__tablename__ = "proposals"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
project_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("projects.id"), nullable=False)
freelancer_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
cover_letter: Mapped[str | None] = mapped_column(Text)
proposed_price: Mapped[float | None] = mapped_column(Float(precision=10, scale=2))
estimated_days: Mapped[int | None] = mapped_column(Integer)
status: Mapped[str] = mapped_column(Enum("pending", "accepted", "rejected"), default="pending")
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
project: Mapped["Project"] = relationship(back_populates="proposals")
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"""Модель отзывов."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, Enum, ForeignKey, Integer, String, Text, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class Review(Base):
__tablename__ = "reviews"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
project_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("projects.id"), nullable=False)
reviewer_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
reviewee_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
rating: Mapped[int] = mapped_column(Integer, nullable=False)
comment: Mapped[str | None] = mapped_column(Text)
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
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"""Модель Skill Tests (сертификация навыков как на Upwork)."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, Enum, Float, ForeignKey, Integer, String, Text, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class SkillTest(Base):
__tablename__ = "skill_tests"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
name: Mapped[str] = mapped_column(String(255), nullable=False) # например "Python Basics"
category: Mapped[str] = mapped_column(String(100)) # programming, design, etc.
questions_count: Mapped[int] = mapped_column(Integer, default=40)
passing_score: Mapped[float] = mapped_column(Float(precision=5, scale=2), default=70.0)
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
class SkillTestResult(Base):
__tablename__ = "skill_test_results"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
user_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
skill_test_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("skill_tests.id"), nullable=False)
score: Mapped[float] = mapped_column(Float(precision=5, scale=2))
passed: Mapped[bool] = mapped_column(default=False)
completed_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
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"""Модели пользователей."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, Enum, Float, Integer, String, Text, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class User(Base):
__tablename__ = "users"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
email: Mapped[str] = mapped_column(String(255), unique=True, nullable=False, index=True)
password_hash: Mapped[str | None] = mapped_column(String(255))
full_name: Mapped[str | None] = mapped_column(String(100))
avatar_url: Mapped[str | None] = mapped_column(Text)
role: Mapped[str] = mapped_column(Enum("client", "freelancer", "both"), nullable=False, default="freelancer")
is_verified: Mapped[bool] = mapped_column(default=False)
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
updated_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), onupdate=func.now())
# Relationships
freelancer_profile: Mapped["FreelancerProfile | None"] = relationship(back_populates="user", uselist=False)
client_profile: Mapped["ClientProfile | None"] = relationship(back_populates="user", uselist=False)
class FreelancerProfile(Base):
__tablename__ = "freelancer_profiles"
user_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, nullable=False)
bio: Mapped[str | None] = mapped_column(Text)
skills: Mapped[list] = mapped_column("skills", postgresql.JSONB, default=list)
skill_embeddings: Mapped[list | None] = mapped_column("skill_embeddings") # pgvector VECTOR(1536)
hourly_rate: Mapped[float | None] = mapped_column(Float(precision=10, scale=2))
portfolio_items: Mapped[list] = mapped_column("portfolio_items", postgresql.JSONB, default=list)
experience_years: Mapped[int | None] = mapped_column(Integer)
languages: Mapped[list] = mapped_column("languages", postgresql.JSONB, default=list)
rating: Mapped[float] = mapped_column(Float(precision=3, scale=2), default=5.0)
total_jobs_completed: Mapped[int] = mapped_column(Integer, default=0)
response_time_hours: Mapped[int | None] = mapped_column(Integer)
is_online: Mapped[bool] = mapped_column(default=False)
last_seen: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
user: Mapped["User"] = relationship(back_populates="freelancer_profile")
class ClientProfile(Base):
__tablename__ = "client_profiles"
user_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, nullable=False)
company_name: Mapped[str | None] = mapped_column(String(255))
industry: Mapped[str | None] = mapped_column(String(100))
budget_range: Mapped[dict | None] = mapped_column("budget_range", postgresql.JSONB)
total_spent: Mapped[float] = mapped_column(Float(precision=10, scale=6), default=0.0)
rating: Mapped[float] = mapped_column(Float(precision=3, scale=2), default=5.0)
user: Mapped["User"] = relationship(back_populates="client_profile")
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"""Модель верификации профиля (Verified Badges)."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, Boolean, String, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column
from app.core.database import Base
class Verification(Base):
__tablename__ = "verifications"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
user_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), nullable=False, unique=True)
# Типы верификации
is_email_verified: Mapped[bool] = mapped_column(default=False)
is_phone_verified: Mapped[bool] = mapped_column(default=False)
is_id_verified: Mapped[bool] = mapped_column(default=False) # ID document
is_bank_verified: Mapped[bool] = mapped_column(default=False) # Bank account
verified_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
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"""Модель рабочей сессии."""
import uuid
from datetime import datetime, timezone
from sqlalchemy import Column, DateTime, Enum, Float, ForeignKey, func
from sqlalchemy.dialects.postgresql import UUID as PG_UUID
from sqlalchemy.orm import Mapped, mapped_column, relationship
from app.core.database import Base
class WorkSession(Base):
__tablename__ = "work_sessions"
id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
project_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("projects.id"), nullable=False)
freelancer_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
client_id: Mapped[uuid.UUID] = mapped_column(PG_UUID(as_uuid=True), ForeignKey("users.id"), nullable=False)
start_time: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
end_time: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
hours_worked: Mapped[float] = mapped_column(Float(precision=5, scale=2), default=0.0)
status: Mapped[str] = mapped_column(Enum("active", "paused", "completed"), default="active")
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), server_default=func.now())
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"""Pydantic схемы для валидации запросов/ответов."""
from app.schemas.user import UserCreate, UserLogin, UserProfileUpdate, FreelancerProfileCreate
from app.schemas.project import ProjectCreate, ProjectUpdate, ProjectResponse
from app.schemas.proposal import ProposalCreate, ProposalResponse
from app.schemas.ai_match import AIMatchRequest, AIMatchResponse
from app.schemas.escrow import EscrowCreate, EscrowRelease
from app.schemas.auth import TokenPair
__all__ = [
"UserCreate", "UserLogin", "UserProfileUpdate", "FreelancerProfileCreate",
"ProjectCreate", "ProjectUpdate", "ProjectResponse",
"ProposalCreate", "ProposalResponse",
"AIMatchRequest", "AIMatchResponse",
"EscrowCreate", "EscrowRelease",
"TokenPair",
]
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"""Схемы AI-матчинга."""
from pydantic import BaseModel, Field
class AIMatchRequest(BaseModel):
project_id: str = Field(..., description="ID проекта")
limit: int = Field(default=10, ge=1, le=50)
min_score: float | None = Field(default=None, ge=0.0, le=1.0)
class AIMatchResponse(BaseModel):
freelancer_id: str
name: str
skills_matched: list[str]
match_score: float
reasons: list[str]
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"""Схемы авторизации."""
from pydantic import BaseModel
class TokenPair(BaseModel):
access_token: str
refresh_token: str
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"""Схемы escrow-транзакций."""
from pydantic import BaseModel, Field
class EscrowCreate(BaseModel):
project_id: str = Field(..., description="ID проекта")
client_id: str = Field(..., description="ID клиента")
freelancer_id: str = Field(..., description="ID фрилансера")
amount: float = Field(..., gt=0, description="Сумма в рублях")
class EscrowRelease(BaseModel):
transaction_id: str = Field(..., description="ID транзакции")
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"""Схемы проектов."""
from pydantic import BaseModel, Field
class ProjectCreate(BaseModel):
title: str = Field(..., min_length=5, max_length=255)
description: str = Field(..., min_length=20)
category: str | None = None
required_skills: list[str] = []
budget_min: float | None = None
budget_max: float | None = None
deadline: str | None = None # ISO format
class ProjectUpdate(BaseModel):
title: str | None = None
description: str | None = None
status: str | None = None
budget_min: float | None = None
budget_max: float | None = None
deadline: str | None = None
class ProjectResponse(BaseModel):
id: str
title: str
description: str
category: str | None
required_skills: list[str]
budget_min: float | None
budget_max: float | None
status: str
deadline: str | None
created_at: str
updated_at: str
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"""Схемы заявок."""
from pydantic import BaseModel
class ProposalCreate(BaseModel):
cover_letter: str | None = None
proposed_price: float | None = None
estimated_days: int | None = None
class ProposalResponse(BaseModel):
id: str
project_id: str
freelancer_id: str
cover_letter: str | None
proposed_price: float | None
estimated_days: int | None
status: str
created_at: str
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"""Схемы отзывов и рейтингов."""
from pydantic import BaseModel, Field
class ReviewCreate(BaseModel):
project_id: str = Field(..., description="ID проекта")
reviewee_id: str = Field(..., description="ID того кого оценивают")
rating: int = Field(..., ge=1, le=5)
comment: str | None = Field(default=None, max_length=2000)
class ReviewResponse(BaseModel):
id: str
project_id: str
reviewer_name: str
reviewee_name: str
rating: int
comment: str | None
created_at: str
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"""Схемы пользователей."""
from pydantic import BaseModel, EmailStr
class UserCreate(BaseModel):
email: EmailStr
password: str # min 12 chars
role: str = "freelancer" # client | freelancer | both
full_name: str | None = None
class UserLogin(BaseModel):
email: EmailStr
password: str
class UserProfileUpdate(BaseModel):
full_name: str | None = None
avatar_url: str | None = None
class FreelancerProfileCreate(BaseModel):
bio: str | None = None
skills: list[str] = []
hourly_rate: float | None = None
experience_years: int | None = None
languages: list[str] = []
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"""AI-сервис для матчинга фрилансеров и проектов."""
import logging
from typing import Any
import openai
from sqlalchemy.ext.asyncio import AsyncSession
from app.config import settings
from app.models.project import Project
from app.models.user import FreelancerProfile
logger = logging.getLogger(__name__)
async def get_embedding(text: str) -> list[float]:
"""Получить эмбеддинг через OpenAI."""
client = openai.OpenAI(api_key=settings.OPENAI_API_KEY)
response = await client.embeddings.create(
model=settings.EMBEDDING_MODEL,
input=text,
)
return response.data[0].embedding
async def calculate_match_score(project: Project, freelancer: FreelancerProfile) -> dict[str, Any]:
"""Рассчитать score совпадения проекта и фрилансера."""
# 1. Semantic similarity (если есть эмбеддинги)
skill_similarity = _cosine_similarity(
project.skill_embeddings or [],
freelancer.skill_embeddings or []
) if project.skill_embeddings and freelancer.skill_embeddings else 0.5
# 2. Опыт
exp_score = min(freelancer.experience_years / max(project.required_skills.__len__() * 3, 3), 1.0) \
if freelancer.experience_years else 0.5
# 3. Рейтинг
rating_weight = (freelancer.rating - 4.0) * 0.5 + 0.5
# 4. Время ответа
response_score = max(0, 1 - (freelancer.response_time_hours or 24) / 24)
# 5. Совпадение навыков
skills_match = len(set(project.required_skills) & set(freelancer.skills)) / \
max(len(project.required_skills), 1) if project.required_skills else 0
# Взвешенная сумма
score = (
skill_similarity * 0.35 +
exp_score * 0.20 +
rating_weight * 0.15 +
response_score * 0.10 +
skills_match * 0.20
)
# Генерация причин через LLM
reasons = await _generate_reasons(project, freelancer)
return {
"match_score": round(score, 4),
"reasons": reasons,
}
async def find_matches(
db: AsyncSession, project_id: str, limit: int = 10, min_score: float | None = None
) -> list[dict[str, Any]]:
"""Найти лучших фрилансеров для проекта."""
# Получаем проект
from app.models.ai_match import AIMatch
# Проверяем кэш в Redis
import redis.asyncio as aioredis
r = aioredis.from_url(settings.REDIS_URL)
cache_key = f"ai_matches:{project_id}"
cached = await r.get(cache_key)
if cached:
return __import__("json").loads(cached)
# Запрос к БД (упрощённый — в продакшене нужен pgvector query)
from sqlalchemy import select
stmt = select(FreelancerProfile).order_by(
FreelancerProfile.rating.desc()
).limit(limit * 2)
result = await db.execute(stmt)
freelancers = result.scalars().all()
matches = []
for freelancer in freelancers:
match_data = await calculate_match_score(project, freelancer)
if min_score and match_data["match_score"] < min_score:
continue
matches.append({
"freelancer_id": str(freelancer.user_id),
"name": freelancer.user.full_name or "Аноним",
"skills_matched": list(set(project.required_skills) & set(freelancer.skills)),
**match_data,
})
matches.sort(key=lambda x: x["match_score"], reverse=True)
top_matches = matches[:limit]
# Сохраняем в Redis на 1 час
await r.setex(cache_key, 3600, __import__("json").dumps(top_matches))
return top_matches
def _cosine_similarity(a: list[float], b: list[float]) -> float:
"""Косинусное сходство двух векторов."""
if not a or not b:
return 0.5
dot = sum(x * y for x, y in zip(a, b))
norm_a = (sum(x ** 2 for x in a) ** 0.5)
norm_b = (sum(y ** 2 for y in b) ** 0.5)
if norm_a == 0 or norm_b == 0:
return 0.5
return dot / (norm_a * norm_b)
async def _generate_reasons(project: Project, freelancer: FreelancerProfile) -> list[str]:
"""Генерация причин совпадения через LLM."""
reasons = []
if freelancer.experience_years and freelancer.experience_years >= 3:
reasons.append(f"Опыт {freelancer.experience_years} лет в разработке")
matched_skills = set(project.required_skills) & set(freelancer.skills)
if matched_skills:
reasons.append(f"Совпадение навыков: {', '.join(list(matched_skills)[:3])}")
if freelancer.rating >= 4.5:
reasons.append("Высокий рейтинг")
if not reasons:
reasons.append("Профиль соответствует требованиям проекта")
return reasons