mirror of
https://github.com/flibusta-apps/book_library_server.git
synced 2025-12-06 07:05:36 +01:00
138 lines
3.7 KiB
Python
138 lines
3.7 KiB
Python
from typing import Optional, Generic, TypeVar, Union, cast
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from itertools import permutations
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from fastapi_pagination.api import resolve_params
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from fastapi_pagination.bases import AbstractParams, RawParams
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from app.utils.pagination import Page, CustomPage
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from ormar import Model, QuerySet
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from sqlalchemy import text, func, select, desc, Table, Column
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from databases import Database
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def join_fields(fields):
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result = fields[0]
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for el in fields[1:]:
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result += text("' '") + el
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return result
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T = TypeVar('T', bound=Model)
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class TRGMSearchService(Generic[T]):
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MODEL_CLASS: Optional[T] = None
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FIELDS: Optional[list[Column]] = None
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SELECT_RELATED: Optional[Union[list[str], str]] = None
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PREFETCH_RELATED: Optional[Union[list[str], str]] = None
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@classmethod
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def get_params(cls) -> AbstractParams:
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return resolve_params()
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@classmethod
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def get_raw_params(cls) -> RawParams:
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return resolve_params().to_raw_params()
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@classmethod
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@property
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def model(cls) -> T:
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assert cls.MODEL_CLASS is not None, f"MODEL in {cls.__name__} don't set!"
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return cls.MODEL_CLASS
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@classmethod
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@property
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def table(cls) -> Table:
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return cls.model.Meta.table
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@classmethod
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@property
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def database(cls) -> Database:
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return cls.model.Meta.database
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@classmethod
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@property
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def fields_combinations(cls):
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assert cls.FIELDS is not None, f"FIELDS in {cls.__name__} don't set!"
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assert len(cls.FIELDS) != 0, f"FIELDS in {cls.__name__} must be not empty!"
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if len(cls.FIELDS) == 1:
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return cls.FIELDS
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combinations = []
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for i in range(1, len(cls.FIELDS)):
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combinations += permutations(cls.FIELDS, i)
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return combinations
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@classmethod
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def get_similarity_subquery(cls, query: str):
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return func.greatest(
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*[func.similarity(join_fields(comb), f"{query}::text") for comb in cls.fields_combinations]
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).label("sml")
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@classmethod
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def get_object_ids_query(cls, query: str):
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similarity = cls.get_similarity_subquery(query)
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params = cls.get_raw_params()
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return select(
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[cls.table.c.id],
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).where(
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similarity > 0.5
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).order_by(
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desc(similarity)
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).limit(params.limit).offset(params.offset)
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@classmethod
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def get_objects_count_query(cls, query: str):
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similarity = cls.get_similarity_subquery(query)
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return select(
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func.count(cls.table.c.id)
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).where(
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similarity > 0.5
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)
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@classmethod
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async def get_objects_count(cls, query: str) -> int:
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count_query = cls.get_objects_count_query(query)
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count_row = await cls.database.fetch_one(count_query)
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assert count_row is not None
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return cast(int, count_row.get("count_1"))
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@classmethod
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async def get_objects(cls, query: str) -> list[T]:
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ids_query = cls.get_object_ids_query(query)
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ids = await cls.database.fetch_all(ids_query)
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queryset: QuerySet[T] = cls.model.objects
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if cls.PREFETCH_RELATED is not None:
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queryset = queryset.prefetch_related(cls.PREFETCH_RELATED)
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if cls.SELECT_RELATED:
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queryset = queryset.select_related(cls.SELECT_RELATED)
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return await queryset.filter(id__in=[r.get("id") for r in ids]).all()
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@classmethod
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async def get(cls, query: str) -> Page[T]:
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params = cls.get_params()
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authors = await cls.get_objects(query)
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total = await cls.get_objects_count(query)
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return CustomPage.create(
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items=authors,
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total=total,
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params=params
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)
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