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