Files
ormar/ormar/queryset/clause.py

215 lines
6.9 KiB
Python

from typing import Any, Dict, List, Optional, TYPE_CHECKING, Tuple, Type
import sqlalchemy
from sqlalchemy import text
import ormar # noqa I100
from ormar.exceptions import QueryDefinitionError
from ormar.fields.many_to_many import ManyToManyField
if TYPE_CHECKING: # pragma no cover
from ormar import Model
FILTER_OPERATORS = {
"exact": "__eq__",
"iexact": "ilike",
"contains": "like",
"icontains": "ilike",
"startswith": "like",
"istartswith": "ilike",
"endswith": "like",
"iendswith": "ilike",
"in": "in_",
"gt": "__gt__",
"gte": "__ge__",
"lt": "__lt__",
"lte": "__le__",
}
ESCAPE_CHARACTERS = ["%", "_"]
class QueryClause:
def __init__(
self, model_cls: Type["Model"], filter_clauses: List, select_related: List,
) -> None:
self._select_related = select_related[:]
self.filter_clauses = filter_clauses[:]
self.model_cls = model_cls
self.table = self.model_cls.Meta.table
def filter( # noqa: A003
self, **kwargs: Any
) -> Tuple[List[sqlalchemy.sql.expression.TextClause], List[str]]:
if kwargs.get("pk"):
pk_name = self.model_cls.get_column_alias(self.model_cls.Meta.pkname)
kwargs[pk_name] = kwargs.pop("pk")
filter_clauses, select_related = self._populate_filter_clauses(**kwargs)
return filter_clauses, select_related
def _populate_filter_clauses(
self, **kwargs: Any
) -> Tuple[List[sqlalchemy.sql.expression.TextClause], List[str]]:
filter_clauses = self.filter_clauses
select_related = list(self._select_related)
for key, value in kwargs.items():
table_prefix = ""
if "__" in key:
parts = key.split("__")
(
op,
field_name,
related_parts,
) = self._extract_operator_field_and_related(parts)
model_cls = self.model_cls
if related_parts:
(
select_related,
table_prefix,
model_cls,
) = self._determine_filter_target_table(
related_parts, select_related
)
table = model_cls.Meta.table
column = model_cls.Meta.table.columns[field_name]
else:
op = "exact"
column = self.table.columns[self.model_cls.get_column_alias(key)]
table = self.table
clause = self._process_column_clause_for_operator_and_value(
value, op, column, table, table_prefix
)
filter_clauses.append(clause)
return filter_clauses, select_related
def _process_column_clause_for_operator_and_value(
self,
value: Any,
op: str,
column: sqlalchemy.Column,
table: sqlalchemy.Table,
table_prefix: str,
) -> sqlalchemy.sql.expression.TextClause:
value, has_escaped_character = self._escape_characters_in_clause(op, value)
if isinstance(value, ormar.Model):
value = value.pk
op_attr = FILTER_OPERATORS[op]
clause = getattr(column, op_attr)(value)
clause = self._compile_clause(
clause,
column,
table,
table_prefix,
modifiers={"escape": "\\" if has_escaped_character else None},
)
return clause
def _determine_filter_target_table(
self, related_parts: List[str], select_related: List[str]
) -> Tuple[List[str], str, Type["Model"]]:
table_prefix = ""
model_cls = self.model_cls
select_related = [relation for relation in select_related]
# Add any implied select_related
related_str = "__".join(related_parts)
if related_str not in select_related:
select_related.append(related_str)
# Walk the relationships to the actual model class
# against which the comparison is being made.
previous_model = model_cls
for part in related_parts:
part2 = part
if issubclass(model_cls.Meta.model_fields[part], ManyToManyField):
through_field = model_cls.Meta.model_fields[part]
previous_model = through_field.through
part2 = through_field.default_target_field_name() # type: ignore
manager = model_cls.Meta.alias_manager
table_prefix = manager.resolve_relation_alias(previous_model, part2)
model_cls = model_cls.Meta.model_fields[part].to
previous_model = model_cls
return select_related, table_prefix, model_cls
def _compile_clause(
self,
clause: sqlalchemy.sql.expression.BinaryExpression,
column: sqlalchemy.Column,
table: sqlalchemy.Table,
table_prefix: str,
modifiers: Dict,
) -> sqlalchemy.sql.expression.TextClause:
for modifier, modifier_value in modifiers.items():
clause.modifiers[modifier] = modifier_value
clause_text = str(
clause.compile(
dialect=self.model_cls.Meta.database._backend._dialect,
compile_kwargs={"literal_binds": True},
)
)
alias = f"{table_prefix}_" if table_prefix else ""
aliased_name = f"{alias}{table.name}.{column.name}"
clause_text = clause_text.replace(f"{table.name}.{column.name}", aliased_name)
clause = text(clause_text)
return clause
@staticmethod
def _escape_characters_in_clause(op: str, value: Any) -> Tuple[Any, bool]:
has_escaped_character = False
if op not in [
"contains",
"icontains",
"startswith",
"istartswith",
"endswith",
"iendswith",
]:
return value, has_escaped_character
if isinstance(value, ormar.Model):
raise QueryDefinitionError(
"You cannot use contains and icontains with instance of the Model"
)
has_escaped_character = any(c for c in ESCAPE_CHARACTERS if c in value)
if has_escaped_character:
# enable escape modifier
for char in ESCAPE_CHARACTERS:
value = value.replace(char, f"\\{char}")
prefix = "%" if "start" not in op else ""
sufix = "%" if "end" not in op else ""
value = f"{prefix}{value}{sufix}"
return value, has_escaped_character
@staticmethod
def _extract_operator_field_and_related(
parts: List[str],
) -> Tuple[str, str, Optional[List]]:
if parts[-1] in FILTER_OPERATORS:
op = parts[-1]
field_name = parts[-2]
related_parts = parts[:-2]
else:
op = "exact"
field_name = parts[-1]
related_parts = parts[:-1]
return op, field_name, related_parts