188 lines
6.7 KiB
Python
188 lines
6.7 KiB
Python
import datetime
|
|
from typing import Union, List
|
|
from uuid import UUID
|
|
|
|
from .AbstractEngine import AbstractEngineClass
|
|
from ..utils.Models import FilterItem, FilterScope
|
|
|
|
|
|
class MongoEngine(AbstractEngineClass):
|
|
rows = []
|
|
stack = []
|
|
filters = {}
|
|
|
|
async def exe(self):
|
|
_f = self.filters = self.set_filters()
|
|
tmp = self.query_class.find(_f).sort(**self.set_sort())
|
|
self.rows = tmp.limit(
|
|
self.input.get_limit()).skip(self.input.skip())
|
|
return [self.model(**document) async for document in self.rows], await self.count()
|
|
|
|
def query_generator(self):
|
|
if not self.input.has_filter():
|
|
return []
|
|
filters = self.input.filters()
|
|
query = self.generate_scope_filter(filters, general=True)
|
|
return query
|
|
|
|
def set_filters(self):
|
|
filters = []
|
|
query = self.query_generator()
|
|
if query:
|
|
filters.append(query)
|
|
if self.input.has_text_search():
|
|
items = []
|
|
_search_cols = self.input.get_search_cols() if (
|
|
self.input.get_search_cols() and len(self.input.get_search_cols())) else self.search_cols
|
|
if _search_cols:
|
|
for col in _search_cols:
|
|
items.append({col: {'$regex': self.input.get_text_search()}})
|
|
filters.append({"$or": items})
|
|
if self.input.extra_filter:
|
|
filters.extend(self.input.extra_filter)
|
|
if self.soft_deleted:
|
|
filters.append({'deleted_at': {'$exists': False}})
|
|
if not filters:
|
|
return {}
|
|
self.filters = {'$and': filters}
|
|
return self.filters
|
|
|
|
def set_sort(self):
|
|
if self.input.o.field:
|
|
return {'key_or_list': self.input.o.field,
|
|
'direction': 1 if self.input.o.direction == "asc" else -1}
|
|
elif self.default_sort_by:
|
|
return self.default_sort_by
|
|
else:
|
|
return {'key_or_list': 'created_at', 'direction': -1}
|
|
|
|
@staticmethod
|
|
def filter_item_generator(item: FilterItem) -> dict:
|
|
if MongoEngine.is_valid_uuid(str(item.col)):
|
|
return {
|
|
'data': {
|
|
"$elemMatch": {
|
|
'field_id': UUID(item.col),
|
|
'value': {
|
|
**MongoEngine.get_expression_filter(item.op, MongoEngine.cast_value(item.val, item.type), )}
|
|
}
|
|
}
|
|
}
|
|
return {item.col: {
|
|
**MongoEngine.get_expression_filter(col=item.col, op=item.op,
|
|
val=MongoEngine.cast_value(item.val, item.type), )}}
|
|
|
|
@staticmethod
|
|
def is_valid_uuid(uuid_to_test, version=4):
|
|
try:
|
|
uuid_obj = UUID(str(uuid_to_test), version=version)
|
|
except ValueError:
|
|
return False
|
|
return str(uuid_obj) == str(uuid_to_test)
|
|
|
|
|
|
@staticmethod
|
|
def cast_value(val: Union[str, List], type: str) -> any:
|
|
if type in ['NUMBER', 'STACK', 'FLOAT']:
|
|
if isinstance(val, List):
|
|
return [float(x) for x in val]
|
|
return float(val)
|
|
if type in ['DATE', 'DATETIME']:
|
|
if isinstance(val, List):
|
|
return [datetime.datetime.fromisoformat(str(x)) for x in val]
|
|
return datetime.datetime.fromisoformat(val)
|
|
if type == 'UUID':
|
|
if isinstance(val, List):
|
|
return [UUID(str(x)) for x in val]
|
|
return UUID(str(val))
|
|
return val
|
|
|
|
|
|
@staticmethod
|
|
def get_expression_filter(col=None, op: str = 'eq', val: str = '') -> dict:
|
|
_op = MongoEngine.get_operator(op)
|
|
if _op == "sw":
|
|
return {'$regex': f'^{val}'}
|
|
elif _op == "ew":
|
|
return {'$regex': f'{val}$'}
|
|
elif _op == "n_ew":
|
|
return {'$regex': f'(?<!{val})$'}
|
|
elif _op == "n_sw":
|
|
return {'$regex': f'^(?!{val})'}
|
|
elif _op == "n_like":
|
|
return {'$not': {'$regex': val}}
|
|
elif _op == "bet":
|
|
if isinstance(val, str):
|
|
return {'$gte': val.split('-')[0], '$lte': val.split('-')[1]}
|
|
return {'$gte': val[0], '$lte': val[1]}
|
|
elif _op == "n_bet":
|
|
if isinstance(val, str):
|
|
return {'$gte': val.split('-')[0], '$lte': val.split('-')[1]}
|
|
return {'$not': {'$gte': val[0], '$lte': val[1]}}
|
|
elif _op == "exi":
|
|
return {'$exists': True}
|
|
elif _op == "n_exi":
|
|
return {'$exists': False}
|
|
elif _op == "in":
|
|
return {'$exists': True}
|
|
elif _op == "not_in":
|
|
return {'$exists': False}
|
|
return {_op: val}
|
|
|
|
@staticmethod
|
|
def get_operator(op: str) -> str:
|
|
ops = {
|
|
"eq": "$eq",
|
|
"n_eq": "$ne",
|
|
"gt": "$gt",
|
|
"ge": "$ge",
|
|
"lt": "$lt",
|
|
"le": "$le",
|
|
"like": "$regex",
|
|
"n_like": "n_like",
|
|
"sw": "sw",
|
|
"ew": "ew",
|
|
'n_ew': 'n_ew',
|
|
'n_sw': 'n_sw',
|
|
'exi': 'exi',
|
|
"n_exi": "n_exi",
|
|
'lte': '$lte',
|
|
'gte': '$gte',
|
|
'in': 'in',
|
|
'n_in': 'not_in',
|
|
'bet': 'bet',
|
|
'n_bet': 'n_bet',
|
|
}
|
|
return ops[op] if op in ops else '$eq'
|
|
|
|
async def count(self):
|
|
return await self.query_class.count_documents(self.filters)
|
|
|
|
@staticmethod
|
|
def generate_scope_filter(filters: list, general=False):
|
|
if len(filters) == 1:
|
|
_o = filters[0]
|
|
if isinstance(_o, FilterItem):
|
|
return MongoEngine.filter_item_generator(filters[0])
|
|
elif isinstance(_o, FilterScope):
|
|
return MongoEngine.generate_scope_filter(_o.items)
|
|
else:
|
|
return _o
|
|
else:
|
|
_a = filters.pop(0)
|
|
_a = (MongoEngine.filter_item_generator(_a) if isinstance(_a,
|
|
FilterItem) else _a) if not general else (
|
|
MongoEngine.generate_scope_filter(_a.items) if isinstance(_a, FilterScope) else _a)
|
|
_b = filters.pop(0)
|
|
op = '$' + (_b.cr if not general else _b.op)
|
|
_b = (MongoEngine.filter_item_generator(_b) if isinstance(_b,
|
|
FilterItem) else _b) if not general else (
|
|
MongoEngine.generate_scope_filter(_b.items) if isinstance(_b, FilterScope) else _b)
|
|
filters = [{op: [
|
|
_a, _b
|
|
]}] + filters
|
|
return MongoEngine.generate_scope_filter(filters, general)
|
|
|
|
def set_joins(self):
|
|
pass
|