django/django/db/models/fields/json.py

import json

from django import forms
from django.core import checks, exceptions
from django.db import NotSupportedError, connections, router
from django.db.models import lookups
from django.db.models.constants import LOOKUP_SEP
from django.db.models.fields import TextField
from django.db.models.lookups import PostgresOperatorLookup, Transform
from django.utils.translation import gettext_lazy as _

from . import Field
from .mixins import CheckFieldDefaultMixin

__all__ = ["JSONField"]


class JSONField(CheckFieldDefaultMixin, Field):
    empty_strings_allowed = False
    description = _("A JSON object")
    default_error_messages = {
        "invalid": _("Value must be valid JSON."),
    }
    _default_hint = ("dict", "{}")

    def __init__(
        self,
        verbose_name=None,
        name=None,
        encoder=None,
        decoder=None,
        **kwargs,
    ):
        if encoder and not callable(encoder):
            raise ValueError("The encoder parameter must be a callable object.")
        if decoder and not callable(decoder):
            raise ValueError("The decoder parameter must be a callable object.")
        self.encoder = encoder
        self.decoder = decoder
        super().__init__(verbose_name, name, **kwargs)

    def check(self, **kwargs):
        errors = super().check(**kwargs)
        databases = kwargs.get("databases") or []
        errors.extend(self._check_supported(databases))
        return errors

    def _check_supported(self, databases):
        errors = []
        for db in databases:
            if not router.allow_migrate_model(db, self.model):
                continue
            connection = connections[db]
            if (
                self.model._meta.required_db_vendor
                and self.model._meta.required_db_vendor != connection.vendor
            ):
                continue
            if not (
                "supports_json_field" in self.model._meta.required_db_features
                or connection.features.supports_json_field
            ):
                errors.append(
                    checks.Error(
                        "%s does not support JSONFields." % connection.display_name,
                        obj=self.model,
                        id="fields.E180",
                    )
                )
        return errors

    def deconstruct(self):
        name, path, args, kwargs = super().deconstruct()
        if self.encoder is not None:
            kwargs["encoder"] = self.encoder
        if self.decoder is not None:
            kwargs["decoder"] = self.decoder
        return name, path, args, kwargs

    def from_db_value(self, value, expression, connection):
        if value is None:
            return value
        # Some backends (SQLite at least) extract non-string values in their
        # SQL datatypes.
        if isinstance(expression, KeyTransform) and not isinstance(value, str):
            return value
        try:
            return json.loads(value, cls=self.decoder)
        except json.JSONDecodeError:
            return value

    def get_internal_type(self):
        return "JSONField"

    def get_prep_value(self, value):
        if value is None:
            return value
        return json.dumps(value, cls=self.encoder)

    def get_transform(self, name):
        transform = super().get_transform(name)
        if transform:
            return transform
        return KeyTransformFactory(name)

    def validate(self, value, model_instance):
        super().validate(value, model_instance)
        try:
            json.dumps(value, cls=self.encoder)
        except TypeError:
            raise exceptions.ValidationError(
                self.error_messages["invalid"],
                code="invalid",
                params={"value": value},
            )

    def value_to_string(self, obj):
        return self.value_from_object(obj)

    def formfield(self, **kwargs):
        return super().formfield(
            **{
                "form_class": forms.JSONField,
                "encoder": self.encoder,
                "decoder": self.decoder,
                **kwargs,
            }
        )


def compile_json_path(key_transforms, include_root=True):
    path = ["$"] if include_root else []
    for key_transform in key_transforms:
        try:
            num = int(key_transform)
        except ValueError:  # non-integer
            path.append(".")
            path.append(json.dumps(key_transform))
        else:
            path.append("[%s]" % num)
    return "".join(path)


class DataContains(PostgresOperatorLookup):
    lookup_name = "contains"
    postgres_operator = "@>"

    def as_sql(self, compiler, connection):
        if not connection.features.supports_json_field_contains:
            raise NotSupportedError(
                "contains lookup is not supported on this database backend."
            )
        lhs, lhs_params = self.process_lhs(compiler, connection)
        rhs, rhs_params = self.process_rhs(compiler, connection)
        params = tuple(lhs_params) + tuple(rhs_params)
        return "JSON_CONTAINS(%s, %s)" % (lhs, rhs), params


class ContainedBy(PostgresOperatorLookup):
    lookup_name = "contained_by"
    postgres_operator = "<@"

    def as_sql(self, compiler, connection):
        if not connection.features.supports_json_field_contains:
            raise NotSupportedError(
                "contained_by lookup is not supported on this database backend."
            )
        lhs, lhs_params = self.process_lhs(compiler, connection)
        rhs, rhs_params = self.process_rhs(compiler, connection)
        params = tuple(rhs_params) + tuple(lhs_params)
        return "JSON_CONTAINS(%s, %s)" % (rhs, lhs), params


class HasKeyLookup(PostgresOperatorLookup):
    logical_operator = None

    def compile_json_path_final_key(self, key_transform):
        # Compile the final key without interpreting ints as array elements.
        return ".%s" % json.dumps(key_transform)

    def as_sql(self, compiler, connection, template=None):
        # Process JSON path from the left-hand side.
        if isinstance(self.lhs, KeyTransform):
            lhs, lhs_params, lhs_key_transforms = self.lhs.preprocess_lhs(
                compiler, connection
            )
            lhs_json_path = compile_json_path(lhs_key_transforms)
        else:
            lhs, lhs_params = self.process_lhs(compiler, connection)
            lhs_json_path = "$"
        sql = template % lhs
        # Process JSON path from the right-hand side.
        rhs = self.rhs
        rhs_params = []
        if not isinstance(rhs, (list, tuple)):
            rhs = [rhs]
        for key in rhs:
            if isinstance(key, KeyTransform):
                *_, rhs_key_transforms = key.preprocess_lhs(compiler, connection)
            else:
                rhs_key_transforms = [key]
            *rhs_key_transforms, final_key = rhs_key_transforms
            rhs_json_path = compile_json_path(rhs_key_transforms, include_root=False)
            rhs_json_path += self.compile_json_path_final_key(final_key)
            rhs_params.append(lhs_json_path + rhs_json_path)
        # Add condition for each key.
        if self.logical_operator:
            sql = "(%s)" % self.logical_operator.join([sql] * len(rhs_params))
        return sql, tuple(lhs_params) + tuple(rhs_params)

    def as_mysql(self, compiler, connection):
        return self.as_sql(
            compiler, connection, template="JSON_CONTAINS_PATH(%s, 'one', %%s)"
        )

    def as_oracle(self, compiler, connection):
        sql, params = self.as_sql(
            compiler, connection, template="JSON_EXISTS(%s, '%%s')"
        )
        # Add paths directly into SQL because path expressions cannot be passed
        # as bind variables on Oracle.
        return sql % tuple(params), []

    def as_postgresql(self, compiler, connection):
        if isinstance(self.rhs, KeyTransform):
            *_, rhs_key_transforms = self.rhs.preprocess_lhs(compiler, connection)
            for key in rhs_key_transforms[:-1]:
                self.lhs = KeyTransform(key, self.lhs)
            self.rhs = rhs_key_transforms[-1]
        return super().as_postgresql(compiler, connection)

    def as_sqlite(self, compiler, connection):
        return self.as_sql(
            compiler, connection, template="JSON_TYPE(%s, %%s) IS NOT NULL"
        )


class HasKey(HasKeyLookup):
    lookup_name = "has_key"
    postgres_operator = "?"
    prepare_rhs = False


class HasKeys(HasKeyLookup):
    lookup_name = "has_keys"
    postgres_operator = "?&"
    logical_operator = " AND "

    def get_prep_lookup(self):
        return [str(item) for item in self.rhs]


class HasAnyKeys(HasKeys):
    lookup_name = "has_any_keys"
    postgres_operator = "?|"
    logical_operator = " OR "


class HasKeyOrArrayIndex(HasKey):
    def compile_json_path_final_key(self, key_transform):
        return compile_json_path([key_transform], include_root=False)


class CaseInsensitiveMixin:
    """
    Mixin to allow case-insensitive comparison of JSON values on MySQL.
    MySQL handles strings used in JSON context using the utf8mb4_bin collation.
    Because utf8mb4_bin is a binary collation, comparison of JSON values is
    case-sensitive.
    """

    def process_lhs(self, compiler, connection):
        lhs, lhs_params = super().process_lhs(compiler, connection)
        if connection.vendor == "mysql":
            return "LOWER(%s)" % lhs, lhs_params
        return lhs, lhs_params

    def process_rhs(self, compiler, connection):
        rhs, rhs_params = super().process_rhs(compiler, connection)
        if connection.vendor == "mysql":
            return "LOWER(%s)" % rhs, rhs_params
        return rhs, rhs_params


class JSONExact(lookups.Exact):
    can_use_none_as_rhs = True

    def process_rhs(self, compiler, connection):
        rhs, rhs_params = super().process_rhs(compiler, connection)
        # Treat None lookup values as null.
        if rhs == "%s" and rhs_params == [None]:
            rhs_params = ["null"]
        if connection.vendor == "mysql":
            func = ["JSON_EXTRACT(%s, '$')"] * len(rhs_params)
            rhs = rhs % tuple(func)
        return rhs, rhs_params


class JSONIContains(CaseInsensitiveMixin, lookups.IContains):
    pass


JSONField.register_lookup(DataContains)
JSONField.register_lookup(ContainedBy)
JSONField.register_lookup(HasKey)
JSONField.register_lookup(HasKeys)
JSONField.register_lookup(HasAnyKeys)
JSONField.register_lookup(JSONExact)
JSONField.register_lookup(JSONIContains)


class KeyTransform(Transform):
    postgres_operator = "->"
    postgres_nested_operator = "#>"

    def __init__(self, key_name, *args, **kwargs):
        super().__init__(*args, **kwargs)
        self.key_name = str(key_name)

    def preprocess_lhs(self, compiler, connection):
        key_transforms = [self.key_name]
        previous = self.lhs
        while isinstance(previous, KeyTransform):
            key_transforms.insert(0, previous.key_name)
            previous = previous.lhs
        lhs, params = compiler.compile(previous)
        if connection.vendor == "oracle":
            # Escape string-formatting.
            key_transforms = [key.replace("%", "%%") for key in key_transforms]
        return lhs, params, key_transforms

    def as_mysql(self, compiler, connection):
        lhs, params, key_transforms = self.preprocess_lhs(compiler, connection)
        json_path = compile_json_path(key_transforms)
        return "JSON_EXTRACT(%s, %%s)" % lhs, tuple(params) + (json_path,)

    def as_oracle(self, compiler, connection):
        lhs, params, key_transforms = self.preprocess_lhs(compiler, connection)
        json_path = compile_json_path(key_transforms)
        return (
            "COALESCE(JSON_QUERY(%s, '%s'), JSON_VALUE(%s, '%s'))"
            % ((lhs, json_path) * 2)
        ), tuple(params) * 2

    def as_postgresql(self, compiler, connection):
        lhs, params, key_transforms = self.preprocess_lhs(compiler, connection)
        if len(key_transforms) > 1:
            sql = "(%s %s %%s)" % (lhs, self.postgres_nested_operator)
            return sql, tuple(params) + (key_transforms,)
        try:
            lookup = int(self.key_name)
        except ValueError:
            lookup = self.key_name
        return "(%s %s %%s)" % (lhs, self.postgres_operator), tuple(params) + (lookup,)

    def as_sqlite(self, compiler, connection):
        lhs, params, key_transforms = self.preprocess_lhs(compiler, connection)
        json_path = compile_json_path(key_transforms)
        datatype_values = ",".join(
            [repr(datatype) for datatype in connection.ops.jsonfield_datatype_values]
        )
        return (
            "(CASE WHEN JSON_TYPE(%s, %%s) IN (%s) "
            "THEN JSON_TYPE(%s, %%s) ELSE JSON_EXTRACT(%s, %%s) END)"
        ) % (lhs, datatype_values, lhs, lhs), (tuple(params) + (json_path,)) * 3


class KeyTextTransform(KeyTransform):
    postgres_operator = "->>"
    postgres_nested_operator = "#>>"
    output_field = TextField()

    def as_mysql(self, compiler, connection):
        if connection.mysql_is_mariadb:
            # MariaDB doesn't support -> and ->> operators (see MDEV-13594).
            sql, params = super().as_mysql(compiler, connection)
            return "JSON_UNQUOTE(%s)" % sql, params
        else:
            lhs, params, key_transforms = self.preprocess_lhs(compiler, connection)
            json_path = compile_json_path(key_transforms)
            return "(%s ->> %%s)" % lhs, tuple(params) + (json_path,)

    @classmethod
    def from_lookup(cls, lookup):
        transform, *keys = lookup.split(LOOKUP_SEP)
        if not keys:
            raise ValueError("Lookup must contain key or index transforms.")
        for key in keys:
            transform = cls(key, transform)
        return transform


KT = KeyTextTransform.from_lookup


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)