576 lines
20 KiB
Python
576 lines
20 KiB
Python
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import json
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from django import forms
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from django.core import checks, exceptions
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from django.db import NotSupportedError, connections, router
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from django.db.models import lookups
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from django.db.models.lookups import PostgresOperatorLookup, Transform
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from django.utils.translation import gettext_lazy as _
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from . import Field
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from .mixins import CheckFieldDefaultMixin
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__all__ = ["JSONField"]
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class JSONField(CheckFieldDefaultMixin, Field):
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empty_strings_allowed = False
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description = _("A JSON object")
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default_error_messages = {
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"invalid": _("Value must be valid JSON."),
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}
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_default_hint = ("dict", "{}")
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def __init__(
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self,
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verbose_name=None,
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name=None,
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encoder=None,
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decoder=None,
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**kwargs,
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):
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if encoder and not callable(encoder):
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raise ValueError("The encoder parameter must be a callable object.")
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if decoder and not callable(decoder):
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raise ValueError("The decoder parameter must be a callable object.")
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self.encoder = encoder
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self.decoder = decoder
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super().__init__(verbose_name, name, **kwargs)
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def check(self, **kwargs):
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errors = super().check(**kwargs)
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databases = kwargs.get("databases") or []
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errors.extend(self._check_supported(databases))
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return errors
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def _check_supported(self, databases):
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errors = []
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for db in databases:
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if not router.allow_migrate_model(db, self.model):
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continue
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connection = connections[db]
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if (
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self.model._meta.required_db_vendor
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and self.model._meta.required_db_vendor != connection.vendor
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):
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continue
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if not (
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"supports_json_field" in self.model._meta.required_db_features
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or connection.features.supports_json_field
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):
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errors.append(
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checks.Error(
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"%s does not support JSONFields." % connection.display_name,
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obj=self.model,
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id="fields.E180",
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)
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)
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return errors
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def deconstruct(self):
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name, path, args, kwargs = super().deconstruct()
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if self.encoder is not None:
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kwargs["encoder"] = self.encoder
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if self.decoder is not None:
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kwargs["decoder"] = self.decoder
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return name, path, args, kwargs
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def from_db_value(self, value, expression, connection):
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if value is None:
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return value
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# Some backends (SQLite at least) extract non-string values in their
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# SQL datatypes.
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if isinstance(expression, KeyTransform) and not isinstance(value, str):
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return value
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try:
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return json.loads(value, cls=self.decoder)
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except json.JSONDecodeError:
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return value
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def get_internal_type(self):
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return "JSONField"
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def get_prep_value(self, value):
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if value is None:
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return value
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return json.dumps(value, cls=self.encoder)
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def get_transform(self, name):
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transform = super().get_transform(name)
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if transform:
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return transform
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return KeyTransformFactory(name)
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def validate(self, value, model_instance):
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super().validate(value, model_instance)
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try:
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json.dumps(value, cls=self.encoder)
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except TypeError:
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raise exceptions.ValidationError(
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self.error_messages["invalid"],
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code="invalid",
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params={"value": value},
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)
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def value_to_string(self, obj):
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return self.value_from_object(obj)
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def formfield(self, **kwargs):
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return super().formfield(
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**{
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"form_class": forms.JSONField,
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"encoder": self.encoder,
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"decoder": self.decoder,
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**kwargs,
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}
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)
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def compile_json_path(key_transforms, include_root=True):
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path = ["$"] if include_root else []
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for key_transform in key_transforms:
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try:
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num = int(key_transform)
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except ValueError: # non-integer
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path.append(".")
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path.append(json.dumps(key_transform))
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else:
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path.append("[%s]" % num)
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return "".join(path)
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class DataContains(PostgresOperatorLookup):
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lookup_name = "contains"
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postgres_operator = "@>"
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def as_sql(self, compiler, connection):
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if not connection.features.supports_json_field_contains:
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raise NotSupportedError(
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"contains lookup is not supported on this database backend."
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)
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lhs, lhs_params = self.process_lhs(compiler, connection)
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rhs, rhs_params = self.process_rhs(compiler, connection)
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params = tuple(lhs_params) + tuple(rhs_params)
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return "JSON_CONTAINS(%s, %s)" % (lhs, rhs), params
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class ContainedBy(PostgresOperatorLookup):
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lookup_name = "contained_by"
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postgres_operator = "<@"
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def as_sql(self, compiler, connection):
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if not connection.features.supports_json_field_contains:
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raise NotSupportedError(
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"contained_by lookup is not supported on this database backend."
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)
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lhs, lhs_params = self.process_lhs(compiler, connection)
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rhs, rhs_params = self.process_rhs(compiler, connection)
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params = tuple(rhs_params) + tuple(lhs_params)
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return "JSON_CONTAINS(%s, %s)" % (rhs, lhs), params
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class HasKeyLookup(PostgresOperatorLookup):
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logical_operator = None
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def compile_json_path_final_key(self, key_transform):
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# Compile the final key without interpreting ints as array elements.
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return ".%s" % json.dumps(key_transform)
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def as_sql(self, compiler, connection, template=None):
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# Process JSON path from the left-hand side.
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if isinstance(self.lhs, KeyTransform):
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lhs, lhs_params, lhs_key_transforms = self.lhs.preprocess_lhs(
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compiler, connection
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)
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lhs_json_path = compile_json_path(lhs_key_transforms)
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else:
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lhs, lhs_params = self.process_lhs(compiler, connection)
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lhs_json_path = "$"
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sql = template % lhs
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# Process JSON path from the right-hand side.
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rhs = self.rhs
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rhs_params = []
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if not isinstance(rhs, (list, tuple)):
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rhs = [rhs]
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for key in rhs:
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if isinstance(key, KeyTransform):
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*_, rhs_key_transforms = key.preprocess_lhs(compiler, connection)
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else:
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rhs_key_transforms = [key]
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*rhs_key_transforms, final_key = rhs_key_transforms
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rhs_json_path = compile_json_path(rhs_key_transforms, include_root=False)
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rhs_json_path += self.compile_json_path_final_key(final_key)
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rhs_params.append(lhs_json_path + rhs_json_path)
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# Add condition for each key.
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if self.logical_operator:
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sql = "(%s)" % self.logical_operator.join([sql] * len(rhs_params))
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return sql, tuple(lhs_params) + tuple(rhs_params)
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def as_mysql(self, compiler, connection):
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return self.as_sql(
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compiler, connection, template="JSON_CONTAINS_PATH(%s, 'one', %%s)"
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)
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def as_oracle(self, compiler, connection):
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sql, params = self.as_sql(
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compiler, connection, template="JSON_EXISTS(%s, '%%s')"
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)
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# Add paths directly into SQL because path expressions cannot be passed
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# as bind variables on Oracle.
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return sql % tuple(params), []
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def as_postgresql(self, compiler, connection):
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if isinstance(self.rhs, KeyTransform):
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*_, rhs_key_transforms = self.rhs.preprocess_lhs(compiler, connection)
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for key in rhs_key_transforms[:-1]:
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self.lhs = KeyTransform(key, self.lhs)
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self.rhs = rhs_key_transforms[-1]
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return super().as_postgresql(compiler, connection)
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def as_sqlite(self, compiler, connection):
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return self.as_sql(
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compiler, connection, template="JSON_TYPE(%s, %%s) IS NOT NULL"
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)
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class HasKey(HasKeyLookup):
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lookup_name = "has_key"
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postgres_operator = "?"
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prepare_rhs = False
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class HasKeys(HasKeyLookup):
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lookup_name = "has_keys"
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postgres_operator = "?&"
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logical_operator = " AND "
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def get_prep_lookup(self):
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return [str(item) for item in self.rhs]
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class HasAnyKeys(HasKeys):
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lookup_name = "has_any_keys"
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postgres_operator = "?|"
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logical_operator = " OR "
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class HasKeyOrArrayIndex(HasKey):
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def compile_json_path_final_key(self, key_transform):
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return compile_json_path([key_transform], include_root=False)
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class CaseInsensitiveMixin:
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"""
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Mixin to allow case-insensitive comparison of JSON values on MySQL.
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MySQL handles strings used in JSON context using the utf8mb4_bin collation.
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Because utf8mb4_bin is a binary collation, comparison of JSON values is
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case-sensitive.
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"""
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def process_lhs(self, compiler, connection):
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lhs, lhs_params = super().process_lhs(compiler, connection)
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if connection.vendor == "mysql":
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return "LOWER(%s)" % lhs, lhs_params
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return lhs, lhs_params
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def process_rhs(self, compiler, connection):
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rhs, rhs_params = super().process_rhs(compiler, connection)
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if connection.vendor == "mysql":
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return "LOWER(%s)" % rhs, rhs_params
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return rhs, rhs_params
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class JSONExact(lookups.Exact):
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can_use_none_as_rhs = True
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def process_rhs(self, compiler, connection):
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rhs, rhs_params = super().process_rhs(compiler, connection)
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# Treat None lookup values as null.
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if rhs == "%s" and rhs_params == [None]:
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rhs_params = ["null"]
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if connection.vendor == "mysql":
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func = ["JSON_EXTRACT(%s, '$')"] * len(rhs_params)
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rhs = rhs % tuple(func)
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return rhs, rhs_params
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class JSONIContains(CaseInsensitiveMixin, lookups.IContains):
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pass
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JSONField.register_lookup(DataContains)
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JSONField.register_lookup(ContainedBy)
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JSONField.register_lookup(HasKey)
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JSONField.register_lookup(HasKeys)
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JSONField.register_lookup(HasAnyKeys)
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JSONField.register_lookup(JSONExact)
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JSONField.register_lookup(JSONIContains)
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class KeyTransform(Transform):
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postgres_operator = "->"
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postgres_nested_operator = "#>"
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def __init__(self, key_name, *args, **kwargs):
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super().__init__(*args, **kwargs)
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self.key_name = str(key_name)
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def preprocess_lhs(self, compiler, connection):
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key_transforms = [self.key_name]
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previous = self.lhs
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while isinstance(previous, KeyTransform):
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key_transforms.insert(0, previous.key_name)
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previous = previous.lhs
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lhs, params = compiler.compile(previous)
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if connection.vendor == "oracle":
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# Escape string-formatting.
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key_transforms = [key.replace("%", "%%") for key in key_transforms]
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return lhs, params, key_transforms
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def as_mysql(self, compiler, connection):
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lhs, params, key_transforms = self.preprocess_lhs(compiler, connection)
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json_path = compile_json_path(key_transforms)
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return "JSON_EXTRACT(%s, %%s)" % lhs, tuple(params) + (json_path,)
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def as_oracle(self, compiler, connection):
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lhs, params, key_transforms = self.preprocess_lhs(compiler, connection)
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json_path = compile_json_path(key_transforms)
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return (
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"COALESCE(JSON_QUERY(%s, '%s'), JSON_VALUE(%s, '%s'))"
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% ((lhs, json_path) * 2)
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), tuple(params) * 2
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def as_postgresql(self, compiler, connection):
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lhs, params, key_transforms = self.preprocess_lhs(compiler, connection)
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if len(key_transforms) > 1:
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sql = "(%s %s %%s)" % (lhs, self.postgres_nested_operator)
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return sql, tuple(params) + (key_transforms,)
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try:
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lookup = int(self.key_name)
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except ValueError:
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lookup = self.key_name
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return "(%s %s %%s)" % (lhs, self.postgres_operator), tuple(params) + (lookup,)
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def as_sqlite(self, compiler, connection):
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lhs, params, key_transforms = self.preprocess_lhs(compiler, connection)
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json_path = compile_json_path(key_transforms)
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datatype_values = ",".join(
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[repr(datatype) for datatype in connection.ops.jsonfield_datatype_values]
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)
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return (
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"(CASE WHEN JSON_TYPE(%s, %%s) IN (%s) "
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"THEN JSON_TYPE(%s, %%s) ELSE JSON_EXTRACT(%s, %%s) END)"
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) % (lhs, datatype_values, lhs, lhs), (tuple(params) + (json_path,)) * 3
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class KeyTextTransform(KeyTransform):
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postgres_operator = "->>"
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postgres_nested_operator = "#>>"
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class KeyTransformTextLookupMixin:
|
||
|
|
"""
|
||
|
|
Mixin for combining with a lookup expecting a text lhs from a JSONField
|
||
|
|
key lookup. On PostgreSQL, make use of the ->> operator instead of casting
|
||
|
|
key values to text and performing the lookup on the resulting
|
||
|
|
representation.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self, key_transform, *args, **kwargs):
|
||
|
|
if not isinstance(key_transform, KeyTransform):
|
||
|
|
raise TypeError(
|
||
|
|
"Transform should be an instance of KeyTransform in order to "
|
||
|
|
"use this lookup."
|
||
|
|
)
|
||
|
|
key_text_transform = KeyTextTransform(
|
||
|
|
key_transform.key_name,
|
||
|
|
*key_transform.source_expressions,
|
||
|
|
**key_transform.extra,
|
||
|
|
)
|
||
|
|
super().__init__(key_text_transform, *args, **kwargs)
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformIsNull(lookups.IsNull):
|
||
|
|
# key__isnull=False is the same as has_key='key'
|
||
|
|
def as_oracle(self, compiler, connection):
|
||
|
|
sql, params = HasKeyOrArrayIndex(
|
||
|
|
self.lhs.lhs,
|
||
|
|
self.lhs.key_name,
|
||
|
|
).as_oracle(compiler, connection)
|
||
|
|
if not self.rhs:
|
||
|
|
return sql, params
|
||
|
|
# Column doesn't have a key or IS NULL.
|
||
|
|
lhs, lhs_params, _ = self.lhs.preprocess_lhs(compiler, connection)
|
||
|
|
return "(NOT %s OR %s IS NULL)" % (sql, lhs), tuple(params) + tuple(lhs_params)
|
||
|
|
|
||
|
|
def as_sqlite(self, compiler, connection):
|
||
|
|
template = "JSON_TYPE(%s, %%s) IS NULL"
|
||
|
|
if not self.rhs:
|
||
|
|
template = "JSON_TYPE(%s, %%s) IS NOT NULL"
|
||
|
|
return HasKeyOrArrayIndex(self.lhs.lhs, self.lhs.key_name).as_sql(
|
||
|
|
compiler,
|
||
|
|
connection,
|
||
|
|
template=template,
|
||
|
|
)
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformIn(lookups.In):
|
||
|
|
def resolve_expression_parameter(self, compiler, connection, sql, param):
|
||
|
|
sql, params = super().resolve_expression_parameter(
|
||
|
|
compiler,
|
||
|
|
connection,
|
||
|
|
sql,
|
||
|
|
param,
|
||
|
|
)
|
||
|
|
if (
|
||
|
|
not hasattr(param, "as_sql")
|
||
|
|
and not connection.features.has_native_json_field
|
||
|
|
):
|
||
|
|
if connection.vendor == "oracle":
|
||
|
|
value = json.loads(param)
|
||
|
|
sql = "%s(JSON_OBJECT('value' VALUE %%s FORMAT JSON), '$.value')"
|
||
|
|
if isinstance(value, (list, dict)):
|
||
|
|
sql = sql % "JSON_QUERY"
|
||
|
|
else:
|
||
|
|
sql = sql % "JSON_VALUE"
|
||
|
|
elif connection.vendor == "mysql" or (
|
||
|
|
connection.vendor == "sqlite"
|
||
|
|
and params[0] not in connection.ops.jsonfield_datatype_values
|
||
|
|
):
|
||
|
|
sql = "JSON_EXTRACT(%s, '$')"
|
||
|
|
if connection.vendor == "mysql" and connection.mysql_is_mariadb:
|
||
|
|
sql = "JSON_UNQUOTE(%s)" % sql
|
||
|
|
return sql, params
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformExact(JSONExact):
|
||
|
|
def process_rhs(self, compiler, connection):
|
||
|
|
if isinstance(self.rhs, KeyTransform):
|
||
|
|
return super(lookups.Exact, self).process_rhs(compiler, connection)
|
||
|
|
rhs, rhs_params = super().process_rhs(compiler, connection)
|
||
|
|
if connection.vendor == "oracle":
|
||
|
|
func = []
|
||
|
|
sql = "%s(JSON_OBJECT('value' VALUE %%s FORMAT JSON), '$.value')"
|
||
|
|
for value in rhs_params:
|
||
|
|
value = json.loads(value)
|
||
|
|
if isinstance(value, (list, dict)):
|
||
|
|
func.append(sql % "JSON_QUERY")
|
||
|
|
else:
|
||
|
|
func.append(sql % "JSON_VALUE")
|
||
|
|
rhs = rhs % tuple(func)
|
||
|
|
elif connection.vendor == "sqlite":
|
||
|
|
func = []
|
||
|
|
for value in rhs_params:
|
||
|
|
if value in connection.ops.jsonfield_datatype_values:
|
||
|
|
func.append("%s")
|
||
|
|
else:
|
||
|
|
func.append("JSON_EXTRACT(%s, '$')")
|
||
|
|
rhs = rhs % tuple(func)
|
||
|
|
return rhs, rhs_params
|
||
|
|
|
||
|
|
def as_oracle(self, compiler, connection):
|
||
|
|
rhs, rhs_params = super().process_rhs(compiler, connection)
|
||
|
|
if rhs_params == ["null"]:
|
||
|
|
# Field has key and it's NULL.
|
||
|
|
has_key_expr = HasKeyOrArrayIndex(self.lhs.lhs, self.lhs.key_name)
|
||
|
|
has_key_sql, has_key_params = has_key_expr.as_oracle(compiler, connection)
|
||
|
|
is_null_expr = self.lhs.get_lookup("isnull")(self.lhs, True)
|
||
|
|
is_null_sql, is_null_params = is_null_expr.as_sql(compiler, connection)
|
||
|
|
return (
|
||
|
|
"%s AND %s" % (has_key_sql, is_null_sql),
|
||
|
|
tuple(has_key_params) + tuple(is_null_params),
|
||
|
|
)
|
||
|
|
return super().as_sql(compiler, connection)
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformIExact(
|
||
|
|
CaseInsensitiveMixin, KeyTransformTextLookupMixin, lookups.IExact
|
||
|
|
):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformIContains(
|
||
|
|
CaseInsensitiveMixin, KeyTransformTextLookupMixin, lookups.IContains
|
||
|
|
):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformStartsWith(KeyTransformTextLookupMixin, lookups.StartsWith):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformIStartsWith(
|
||
|
|
CaseInsensitiveMixin, KeyTransformTextLookupMixin, lookups.IStartsWith
|
||
|
|
):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformEndsWith(KeyTransformTextLookupMixin, lookups.EndsWith):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformIEndsWith(
|
||
|
|
CaseInsensitiveMixin, KeyTransformTextLookupMixin, lookups.IEndsWith
|
||
|
|
):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformRegex(KeyTransformTextLookupMixin, lookups.Regex):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformIRegex(
|
||
|
|
CaseInsensitiveMixin, KeyTransformTextLookupMixin, lookups.IRegex
|
||
|
|
):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformNumericLookupMixin:
|
||
|
|
def process_rhs(self, compiler, connection):
|
||
|
|
rhs, rhs_params = super().process_rhs(compiler, connection)
|
||
|
|
if not connection.features.has_native_json_field:
|
||
|
|
rhs_params = [json.loads(value) for value in rhs_params]
|
||
|
|
return rhs, rhs_params
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformLt(KeyTransformNumericLookupMixin, lookups.LessThan):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformLte(KeyTransformNumericLookupMixin, lookups.LessThanOrEqual):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformGt(KeyTransformNumericLookupMixin, lookups.GreaterThan):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformGte(KeyTransformNumericLookupMixin, lookups.GreaterThanOrEqual):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
KeyTransform.register_lookup(KeyTransformIn)
|
||
|
|
KeyTransform.register_lookup(KeyTransformExact)
|
||
|
|
KeyTransform.register_lookup(KeyTransformIExact)
|
||
|
|
KeyTransform.register_lookup(KeyTransformIsNull)
|
||
|
|
KeyTransform.register_lookup(KeyTransformIContains)
|
||
|
|
KeyTransform.register_lookup(KeyTransformStartsWith)
|
||
|
|
KeyTransform.register_lookup(KeyTransformIStartsWith)
|
||
|
|
KeyTransform.register_lookup(KeyTransformEndsWith)
|
||
|
|
KeyTransform.register_lookup(KeyTransformIEndsWith)
|
||
|
|
KeyTransform.register_lookup(KeyTransformRegex)
|
||
|
|
KeyTransform.register_lookup(KeyTransformIRegex)
|
||
|
|
|
||
|
|
KeyTransform.register_lookup(KeyTransformLt)
|
||
|
|
KeyTransform.register_lookup(KeyTransformLte)
|
||
|
|
KeyTransform.register_lookup(KeyTransformGt)
|
||
|
|
KeyTransform.register_lookup(KeyTransformGte)
|
||
|
|
|
||
|
|
|
||
|
|
class KeyTransformFactory:
|
||
|
|
def __init__(self, key_name):
|
||
|
|
self.key_name = key_name
|
||
|
|
|
||
|
|
def __call__(self, *args, **kwargs):
|
||
|
|
return KeyTransform(self.key_name, *args, **kwargs)
|