Files
api/src/graphql_schema/dataloaders/base.py
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83 lines
2.6 KiB
Python

from collections import defaultdict
from typing import Type, List, Optional
from database import models, async_session
from database.query_builder import QueryBuilder
class BaseDataloader:
def __init__(
self,
model: Type[models.BaseModel],
relationship_column, filters: Optional[list] = None
) -> None:
super().__init__()
self.model = model
self.query_builder = QueryBuilder(self.model)
if relationship_column is None:
relationship_column = model.id
self.relationship_column = relationship_column
if filters is None:
filters = []
self.filters = filters
class SingleModelByIdDataloader(BaseDataloader):
async def load(self, ids: List[int]):
async with async_session() as session:
query = (
self.query_builder.get_simple_query(extra_select=[self.relationship_column], include_deleted=True)
.filter(self.relationship_column.in_(set(ids)))
.filter(*self.filters)
)
items = (await session.execute(query)).all()
items_by_id = {rel_id: item for item, rel_id in items}
return [items_by_id.get(id_) for id_ in ids]
class MultiModelsDataloader(BaseDataloader):
def __init__(
self,
model: Type[models.BaseModel],
relationship_column=None,
filters: Optional[list] = None,
extra_join: Optional[list] = None,
order_by: Optional[list] = None,
):
super().__init__(model, relationship_column, filters)
if extra_join is None:
extra_join = []
self.extra_join = extra_join
if order_by is None:
order_by = [model.id.desc()] # defaultne radit od nejnovejsich zaznamu
self.order_by = order_by
async def load(self, ids: List[int]):
async with async_session() as db:
query = (
self.query_builder.get_simple_query(
extra_select=[self.relationship_column],
order_by=self.order_by
)
.filter(self.relationship_column.in_(set(ids)))
.filter(*self.filters)
)
for joined_table in self.extra_join:
query = query.join(joined_table)
if self.filters:
query = query.filter(*self.filters)
data = (await db.execute(query)).all()
result_data = defaultdict(list)
for item, rel_id in data:
result_data[rel_id].append(item)
return [result_data[id_] for id_ in ids]