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# dialects/sqlite/__init__.py
# Copyright (C) 2005-2026 the SQLAlchemy authors and contributors
# <see AUTHORS file>
#
# This module is part of SQLAlchemy and is released under
# the MIT License: https://www.opensource.org/licenses/mit-license.php
# mypy: ignore-errors
from . import aiosqlite # noqa
from . import base # noqa
from . import pysqlcipher # noqa
from . import pysqlite # noqa
from .base import BLOB
from .base import BOOLEAN
from .base import CHAR
from .base import DATE
from .base import DATETIME
from .base import DECIMAL
from .base import FLOAT
from .base import INTEGER
from .base import JSON
from .base import NUMERIC
from .base import REAL
from .base import SMALLINT
from .base import TEXT
from .base import TIME
from .base import TIMESTAMP
from .base import VARCHAR
from .dml import Insert
from .dml import insert
# default dialect
base.dialect = dialect = pysqlite.dialect
__all__ = (
"BLOB",
"BOOLEAN",
"CHAR",
"DATE",
"DATETIME",
"DECIMAL",
"FLOAT",
"INTEGER",
"JSON",
"NUMERIC",
"SMALLINT",
"TEXT",
"TIME",
"TIMESTAMP",
"VARCHAR",
"REAL",
"Insert",
"insert",
"dialect",
)

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# dialects/sqlite/aiosqlite.py
# Copyright (C) 2005-2026 the SQLAlchemy authors and contributors
# <see AUTHORS file>
#
# This module is part of SQLAlchemy and is released under
# the MIT License: https://www.opensource.org/licenses/mit-license.php
r"""
.. dialect:: sqlite+aiosqlite
:name: aiosqlite
:dbapi: aiosqlite
:connectstring: sqlite+aiosqlite:///file_path
:url: https://pypi.org/project/aiosqlite/
The aiosqlite dialect provides support for the SQLAlchemy asyncio interface
running on top of pysqlite.
aiosqlite is a wrapper around pysqlite that uses a background thread for
each connection. It does not actually use non-blocking IO, as SQLite
databases are not socket-based. However it does provide a working asyncio
interface that's useful for testing and prototyping purposes.
Using a special asyncio mediation layer, the aiosqlite dialect is usable
as the backend for the :ref:`SQLAlchemy asyncio <asyncio_toplevel>`
extension package.
This dialect should normally be used only with the
:func:`_asyncio.create_async_engine` engine creation function::
from sqlalchemy.ext.asyncio import create_async_engine
engine = create_async_engine("sqlite+aiosqlite:///filename")
The URL passes through all arguments to the ``pysqlite`` driver, so all
connection arguments are the same as they are for that of :ref:`pysqlite`.
.. _aiosqlite_udfs:
User-Defined Functions
----------------------
aiosqlite extends pysqlite to support async, so we can create our own user-defined functions (UDFs)
in Python and use them directly in SQLite queries as described here: :ref:`pysqlite_udfs`.
.. _aiosqlite_serializable:
Serializable isolation / Savepoints / Transactional DDL (asyncio version)
-------------------------------------------------------------------------
A newly revised version of this important section is now available
at the top level of the SQLAlchemy SQLite documentation, in the section
:ref:`sqlite_transactions`.
.. _aiosqlite_pooling:
Pooling Behavior
----------------
The SQLAlchemy ``aiosqlite`` DBAPI establishes the connection pool differently
based on the kind of SQLite database that's requested:
* When a ``:memory:`` SQLite database is specified, the dialect by default
will use :class:`.StaticPool`. This pool maintains a single
connection, so that all access to the engine
use the same ``:memory:`` database.
* When a file-based database is specified, the dialect will use
:class:`.AsyncAdaptedQueuePool` as the source of connections.
.. versionchanged:: 2.0.38
SQLite file database engines now use :class:`.AsyncAdaptedQueuePool` by default.
Previously, :class:`.NullPool` were used. The :class:`.NullPool` class
may be used by specifying it via the
:paramref:`_sa.create_engine.poolclass` parameter.
""" # noqa
from __future__ import annotations
import asyncio
from collections import deque
from functools import partial
from threading import Thread
from types import ModuleType
from typing import Any
from typing import cast
from typing import Deque
from typing import Iterator
from typing import NoReturn
from typing import Optional
from typing import Sequence
from typing import TYPE_CHECKING
from typing import Union
from .base import SQLiteExecutionContext
from .pysqlite import SQLiteDialect_pysqlite
from ... import pool
from ... import util
from ...connectors.asyncio import AsyncAdapt_dbapi_module
from ...connectors.asyncio import AsyncAdapt_terminate
from ...engine import AdaptedConnection
from ...util.concurrency import await_fallback
from ...util.concurrency import await_only
if TYPE_CHECKING:
from ...connectors.asyncio import AsyncIODBAPIConnection
from ...connectors.asyncio import AsyncIODBAPICursor
from ...engine.interfaces import _DBAPICursorDescription
from ...engine.interfaces import _DBAPIMultiExecuteParams
from ...engine.interfaces import _DBAPISingleExecuteParams
from ...engine.interfaces import DBAPIConnection
from ...engine.interfaces import DBAPICursor
from ...engine.interfaces import DBAPIModule
from ...engine.url import URL
from ...pool.base import PoolProxiedConnection
class AsyncAdapt_aiosqlite_cursor:
# TODO: base on connectors/asyncio.py
# see #10415
__slots__ = (
"_adapt_connection",
"_connection",
"description",
"await_",
"_rows",
"arraysize",
"rowcount",
"lastrowid",
)
server_side = False
def __init__(self, adapt_connection: AsyncAdapt_aiosqlite_connection):
self._adapt_connection = adapt_connection
self._connection = adapt_connection._connection
self.await_ = adapt_connection.await_
self.arraysize = 1
self.rowcount = -1
self.description: Optional[_DBAPICursorDescription] = None
self._rows: Deque[Any] = deque()
async def _async_soft_close(self) -> None:
return
def close(self) -> None:
self._rows.clear()
def execute(
self,
operation: Any,
parameters: Optional[_DBAPISingleExecuteParams] = None,
) -> Any:
try:
_cursor: AsyncIODBAPICursor = self.await_(self._connection.cursor()) # type: ignore[arg-type] # noqa: E501
if parameters is None:
self.await_(_cursor.execute(operation))
else:
self.await_(_cursor.execute(operation, parameters))
if _cursor.description:
self.description = _cursor.description
self.lastrowid = self.rowcount = -1
if not self.server_side:
self._rows = deque(self.await_(_cursor.fetchall()))
else:
self.description = None
self.lastrowid = _cursor.lastrowid
self.rowcount = _cursor.rowcount
if not self.server_side:
self.await_(_cursor.close())
else:
self._cursor = _cursor # type: ignore[misc]
except Exception as error:
self._adapt_connection._handle_exception(error)
def executemany(
self,
operation: Any,
seq_of_parameters: _DBAPIMultiExecuteParams,
) -> Any:
try:
_cursor: AsyncIODBAPICursor = self.await_(self._connection.cursor()) # type: ignore[arg-type] # noqa: E501
self.await_(_cursor.executemany(operation, seq_of_parameters))
self.description = None
self.lastrowid = _cursor.lastrowid
self.rowcount = _cursor.rowcount
self.await_(_cursor.close())
except Exception as error:
self._adapt_connection._handle_exception(error)
def setinputsizes(self, *inputsizes: Any) -> None:
pass
def __iter__(self) -> Iterator[Any]:
while self._rows:
yield self._rows.popleft()
def fetchone(self) -> Optional[Any]:
if self._rows:
return self._rows.popleft()
else:
return None
def fetchmany(self, size: Optional[int] = None) -> Sequence[Any]:
if size is None:
size = self.arraysize
rr = self._rows
return [rr.popleft() for _ in range(min(size, len(rr)))]
def fetchall(self) -> Sequence[Any]:
retval = list(self._rows)
self._rows.clear()
return retval
class AsyncAdapt_aiosqlite_ss_cursor(AsyncAdapt_aiosqlite_cursor):
# TODO: base on connectors/asyncio.py
# see #10415
__slots__ = "_cursor"
server_side = True
def __init__(self, *arg: Any, **kw: Any) -> None:
super().__init__(*arg, **kw)
self._cursor: Optional[AsyncIODBAPICursor] = None
def close(self) -> None:
if self._cursor is not None:
self.await_(self._cursor.close())
self._cursor = None
def fetchone(self) -> Optional[Any]:
assert self._cursor is not None
return self.await_(self._cursor.fetchone())
def fetchmany(self, size: Optional[int] = None) -> Sequence[Any]:
assert self._cursor is not None
if size is None:
size = self.arraysize
return self.await_(self._cursor.fetchmany(size=size))
def fetchall(self) -> Sequence[Any]:
assert self._cursor is not None
return self.await_(self._cursor.fetchall())
class AsyncAdapt_aiosqlite_connection(AsyncAdapt_terminate, AdaptedConnection):
await_ = staticmethod(await_only)
__slots__ = ("dbapi",)
def __init__(self, dbapi: Any, connection: AsyncIODBAPIConnection) -> None:
self.dbapi = dbapi
self._connection = connection
@property
def isolation_level(self) -> Optional[str]:
return cast(str, self._connection.isolation_level)
@isolation_level.setter
def isolation_level(self, value: Optional[str]) -> None:
# aiosqlite's isolation_level setter works outside the Thread
# that it's supposed to, necessitating setting check_same_thread=False.
# for improved stability, we instead invent our own awaitable version
# using aiosqlite's async queue directly.
def set_iso(
connection: AsyncAdapt_aiosqlite_connection, value: Optional[str]
) -> None:
connection.isolation_level = value
function = partial(set_iso, self._connection._conn, value)
future = asyncio.get_event_loop().create_future()
self._connection._tx.put_nowait((future, function))
try:
self.await_(future)
except Exception as error:
self._handle_exception(error)
def create_function(self, *args: Any, **kw: Any) -> None:
try:
self.await_(self._connection.create_function(*args, **kw))
except Exception as error:
self._handle_exception(error)
def cursor(self, server_side: bool = False) -> AsyncAdapt_aiosqlite_cursor:
if server_side:
return AsyncAdapt_aiosqlite_ss_cursor(self)
else:
return AsyncAdapt_aiosqlite_cursor(self)
def execute(self, *args: Any, **kw: Any) -> Any:
return self.await_(self._connection.execute(*args, **kw))
def rollback(self) -> None:
try:
self.await_(self._connection.rollback())
except Exception as error:
self._handle_exception(error)
def commit(self) -> None:
try:
self.await_(self._connection.commit())
except Exception as error:
self._handle_exception(error)
def close(self) -> None:
try:
self.await_(self._connection.close())
except ValueError:
# this is undocumented for aiosqlite, that ValueError
# was raised if .close() was called more than once, which is
# both not customary for DBAPI and is also not a DBAPI.Error
# exception. This is now fixed in aiosqlite via my PR
# https://github.com/omnilib/aiosqlite/pull/238, so we can be
# assured this will not become some other kind of exception,
# since it doesn't raise anymore.
pass
except Exception as error:
self._handle_exception(error)
def _handle_exception(self, error: Exception) -> NoReturn:
if (
isinstance(error, ValueError)
and error.args[0] == "no active connection"
):
raise self.dbapi.sqlite.OperationalError(
"no active connection"
) from error
else:
raise error
async def _terminate_graceful_close(self) -> None:
"""Try to close connection gracefully"""
await self._connection.close()
def _terminate_force_close(self) -> None:
"""Terminate the connection"""
# this was added in aiosqlite 0.22.1. if stop() is not present,
# the dialect should indicate has_terminate=False
try:
meth = self._connection.stop
except AttributeError as ae:
raise NotImplementedError(
"terminate_force_close() not implemented by this DBAPI shim"
) from ae
else:
meth()
class AsyncAdaptFallback_aiosqlite_connection(AsyncAdapt_aiosqlite_connection):
__slots__ = ()
await_ = staticmethod(await_fallback)
class AsyncAdapt_aiosqlite_dbapi(AsyncAdapt_dbapi_module):
def __init__(self, aiosqlite: ModuleType, sqlite: ModuleType):
self.aiosqlite = aiosqlite
self.sqlite = sqlite
self.paramstyle = "qmark"
self.has_stop = hasattr(aiosqlite.Connection, "stop")
self._init_dbapi_attributes()
def _init_dbapi_attributes(self) -> None:
for name in (
"DatabaseError",
"Error",
"IntegrityError",
"NotSupportedError",
"OperationalError",
"ProgrammingError",
"sqlite_version",
"sqlite_version_info",
):
setattr(self, name, getattr(self.aiosqlite, name))
for name in ("PARSE_COLNAMES", "PARSE_DECLTYPES"):
setattr(self, name, getattr(self.sqlite, name))
for name in ("Binary",):
setattr(self, name, getattr(self.sqlite, name))
def connect(self, *arg: Any, **kw: Any) -> AsyncAdapt_aiosqlite_connection:
async_fallback = kw.pop("async_fallback", False)
creator_fn = kw.pop("async_creator_fn", None)
if creator_fn:
connection = creator_fn(*arg, **kw)
else:
connection = self.aiosqlite.connect(*arg, **kw)
# aiosqlite uses a Thread. you'll thank us later
if isinstance(connection, Thread):
# Connection itself was a thread in version prior to 0.22
connection.daemon = True
else:
# in 0.22+ instead it contains a thread.
connection._thread.daemon = True
if util.asbool(async_fallback):
return AsyncAdaptFallback_aiosqlite_connection(
self,
await_fallback(connection),
)
else:
return AsyncAdapt_aiosqlite_connection(
self,
await_only(connection),
)
class SQLiteExecutionContext_aiosqlite(SQLiteExecutionContext):
def create_server_side_cursor(self) -> DBAPICursor:
return self._dbapi_connection.cursor(server_side=True)
class SQLiteDialect_aiosqlite(SQLiteDialect_pysqlite):
driver = "aiosqlite"
supports_statement_cache = True
is_async = True
has_terminate = True
supports_server_side_cursors = True
execution_ctx_cls = SQLiteExecutionContext_aiosqlite
def __init__(self, **kwargs: Any):
super().__init__(**kwargs)
if self.dbapi and not self.dbapi.has_stop:
self.has_terminate = False
@classmethod
def import_dbapi(cls) -> AsyncAdapt_aiosqlite_dbapi:
return AsyncAdapt_aiosqlite_dbapi(
__import__("aiosqlite"), __import__("sqlite3")
)
@classmethod
def get_pool_class(cls, url: URL) -> type[pool.Pool]:
if cls._is_url_file_db(url):
return pool.AsyncAdaptedQueuePool
else:
return pool.StaticPool
def is_disconnect(
self,
e: DBAPIModule.Error,
connection: Optional[Union[PoolProxiedConnection, DBAPIConnection]],
cursor: Optional[DBAPICursor],
) -> bool:
self.dbapi = cast("DBAPIModule", self.dbapi)
if isinstance(
e, self.dbapi.OperationalError
) and "no active connection" in str(e):
return True
return super().is_disconnect(e, connection, cursor)
def get_driver_connection(
self, connection: DBAPIConnection
) -> AsyncIODBAPIConnection:
return connection._connection # type: ignore[no-any-return]
def do_terminate(self, dbapi_connection: DBAPIConnection) -> None:
dbapi_connection.terminate()
dialect = SQLiteDialect_aiosqlite

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# dialects/sqlite/dml.py
# Copyright (C) 2005-2026 the SQLAlchemy authors and contributors
# <see AUTHORS file>
#
# This module is part of SQLAlchemy and is released under
# the MIT License: https://www.opensource.org/licenses/mit-license.php
from __future__ import annotations
from typing import Any
from typing import List
from typing import Optional
from typing import Tuple
from typing import Union
from .._typing import _OnConflictIndexElementsT
from .._typing import _OnConflictIndexWhereT
from .._typing import _OnConflictSetT
from .._typing import _OnConflictWhereT
from ... import util
from ...sql import coercions
from ...sql import roles
from ...sql import schema
from ...sql._typing import _DMLTableArgument
from ...sql.base import _exclusive_against
from ...sql.base import _generative
from ...sql.base import ColumnCollection
from ...sql.base import ReadOnlyColumnCollection
from ...sql.dml import Insert as StandardInsert
from ...sql.elements import ClauseElement
from ...sql.elements import ColumnElement
from ...sql.elements import KeyedColumnElement
from ...sql.elements import TextClause
from ...sql.expression import alias
from ...util.typing import Self
__all__ = ("Insert", "insert")
def insert(table: _DMLTableArgument) -> Insert:
"""Construct a sqlite-specific variant :class:`_sqlite.Insert`
construct.
.. container:: inherited_member
The :func:`sqlalchemy.dialects.sqlite.insert` function creates
a :class:`sqlalchemy.dialects.sqlite.Insert`. This class is based
on the dialect-agnostic :class:`_sql.Insert` construct which may
be constructed using the :func:`_sql.insert` function in
SQLAlchemy Core.
The :class:`_sqlite.Insert` construct includes additional methods
:meth:`_sqlite.Insert.on_conflict_do_update`,
:meth:`_sqlite.Insert.on_conflict_do_nothing`.
"""
return Insert(table)
class Insert(StandardInsert):
"""SQLite-specific implementation of INSERT.
Adds methods for SQLite-specific syntaxes such as ON CONFLICT.
The :class:`_sqlite.Insert` object is created using the
:func:`sqlalchemy.dialects.sqlite.insert` function.
.. versionadded:: 1.4
.. seealso::
:ref:`sqlite_on_conflict_insert`
"""
stringify_dialect = "sqlite"
inherit_cache = False
@util.memoized_property
def excluded(
self,
) -> ReadOnlyColumnCollection[str, KeyedColumnElement[Any]]:
"""Provide the ``excluded`` namespace for an ON CONFLICT statement
SQLite's ON CONFLICT clause allows reference to the row that would
be inserted, known as ``excluded``. This attribute provides
all columns in this row to be referenceable.
.. tip:: The :attr:`_sqlite.Insert.excluded` attribute is an instance
of :class:`_expression.ColumnCollection`, which provides an
interface the same as that of the :attr:`_schema.Table.c`
collection described at :ref:`metadata_tables_and_columns`.
With this collection, ordinary names are accessible like attributes
(e.g. ``stmt.excluded.some_column``), but special names and
dictionary method names should be accessed using indexed access,
such as ``stmt.excluded["column name"]`` or
``stmt.excluded["values"]``. See the docstring for
:class:`_expression.ColumnCollection` for further examples.
"""
return alias(self.table, name="excluded").columns
_on_conflict_exclusive = _exclusive_against(
"_post_values_clause",
msgs={
"_post_values_clause": "This Insert construct already has "
"an ON CONFLICT clause established"
},
)
@_generative
@_on_conflict_exclusive
def on_conflict_do_update(
self,
index_elements: _OnConflictIndexElementsT = None,
index_where: _OnConflictIndexWhereT = None,
set_: _OnConflictSetT = None,
where: _OnConflictWhereT = None,
) -> Self:
r"""
Specifies a DO UPDATE SET action for ON CONFLICT clause.
:param index_elements:
A sequence consisting of string column names, :class:`_schema.Column`
objects, or other column expression objects that will be used
to infer a target index or unique constraint.
:param index_where:
Additional WHERE criterion that can be used to infer a
conditional target index.
:param set\_:
A dictionary or other mapping object
where the keys are either names of columns in the target table,
or :class:`_schema.Column` objects or other ORM-mapped columns
matching that of the target table, and expressions or literals
as values, specifying the ``SET`` actions to take.
.. versionadded:: 1.4 The
:paramref:`_sqlite.Insert.on_conflict_do_update.set_`
parameter supports :class:`_schema.Column` objects from the target
:class:`_schema.Table` as keys.
.. warning:: This dictionary does **not** take into account
Python-specified default UPDATE values or generation functions,
e.g. those specified using :paramref:`_schema.Column.onupdate`.
These values will not be exercised for an ON CONFLICT style of
UPDATE, unless they are manually specified in the
:paramref:`.Insert.on_conflict_do_update.set_` dictionary.
:param where:
Optional argument. An expression object representing a ``WHERE``
clause that restricts the rows affected by ``DO UPDATE SET``. Rows not
meeting the ``WHERE`` condition will not be updated (effectively a
``DO NOTHING`` for those rows).
"""
self._post_values_clause = OnConflictDoUpdate(
index_elements, index_where, set_, where
)
return self
@_generative
@_on_conflict_exclusive
def on_conflict_do_nothing(
self,
index_elements: _OnConflictIndexElementsT = None,
index_where: _OnConflictIndexWhereT = None,
) -> Self:
"""
Specifies a DO NOTHING action for ON CONFLICT clause.
:param index_elements:
A sequence consisting of string column names, :class:`_schema.Column`
objects, or other column expression objects that will be used
to infer a target index or unique constraint.
:param index_where:
Additional WHERE criterion that can be used to infer a
conditional target index.
"""
self._post_values_clause = OnConflictDoNothing(
index_elements, index_where
)
return self
class OnConflictClause(ClauseElement):
stringify_dialect = "sqlite"
inferred_target_elements: Optional[List[Union[str, schema.Column[Any]]]]
inferred_target_whereclause: Optional[
Union[ColumnElement[Any], TextClause]
]
def __init__(
self,
index_elements: _OnConflictIndexElementsT = None,
index_where: _OnConflictIndexWhereT = None,
):
if index_elements is not None:
self.inferred_target_elements = [
coercions.expect(roles.DDLConstraintColumnRole, column)
for column in index_elements
]
self.inferred_target_whereclause = (
coercions.expect(
roles.WhereHavingRole,
index_where,
)
if index_where is not None
else None
)
else:
self.inferred_target_elements = (
self.inferred_target_whereclause
) = None
class OnConflictDoNothing(OnConflictClause):
__visit_name__ = "on_conflict_do_nothing"
class OnConflictDoUpdate(OnConflictClause):
__visit_name__ = "on_conflict_do_update"
update_values_to_set: List[Tuple[Union[schema.Column[Any], str], Any]]
update_whereclause: Optional[ColumnElement[Any]]
def __init__(
self,
index_elements: _OnConflictIndexElementsT = None,
index_where: _OnConflictIndexWhereT = None,
set_: _OnConflictSetT = None,
where: _OnConflictWhereT = None,
):
super().__init__(
index_elements=index_elements,
index_where=index_where,
)
if isinstance(set_, dict):
if not set_:
raise ValueError("set parameter dictionary must not be empty")
elif isinstance(set_, ColumnCollection):
set_ = dict(set_)
else:
raise ValueError(
"set parameter must be a non-empty dictionary "
"or a ColumnCollection such as the `.c.` collection "
"of a Table object"
)
self.update_values_to_set = [
(coercions.expect(roles.DMLColumnRole, key), value)
for key, value in set_.items()
]
self.update_whereclause = (
coercions.expect(roles.WhereHavingRole, where)
if where is not None
else None
)

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# dialects/sqlite/json.py
# Copyright (C) 2005-2026 the SQLAlchemy authors and contributors
# <see AUTHORS file>
#
# This module is part of SQLAlchemy and is released under
# the MIT License: https://www.opensource.org/licenses/mit-license.php
# mypy: ignore-errors
from ... import types as sqltypes
class JSON(sqltypes.JSON):
"""SQLite JSON type.
SQLite supports JSON as of version 3.9 through its JSON1_ extension. Note
that JSON1_ is a
`loadable extension <https://www.sqlite.org/loadext.html>`_ and as such
may not be available, or may require run-time loading.
:class:`_sqlite.JSON` is used automatically whenever the base
:class:`_types.JSON` datatype is used against a SQLite backend.
.. seealso::
:class:`_types.JSON` - main documentation for the generic
cross-platform JSON datatype.
The :class:`_sqlite.JSON` type supports persistence of JSON values
as well as the core index operations provided by :class:`_types.JSON`
datatype, by adapting the operations to render the ``JSON_EXTRACT``
function wrapped in the ``JSON_QUOTE`` function at the database level.
Extracted values are quoted in order to ensure that the results are
always JSON string values.
.. versionadded:: 1.3
.. _JSON1: https://www.sqlite.org/json1.html
"""
# Note: these objects currently match exactly those of MySQL, however since
# these are not generalizable to all JSON implementations, remain separately
# implemented for each dialect.
class _FormatTypeMixin:
def _format_value(self, value):
raise NotImplementedError()
def bind_processor(self, dialect):
super_proc = self.string_bind_processor(dialect)
def process(value):
value = self._format_value(value)
if super_proc:
value = super_proc(value)
return value
return process
def literal_processor(self, dialect):
super_proc = self.string_literal_processor(dialect)
def process(value):
value = self._format_value(value)
if super_proc:
value = super_proc(value)
return value
return process
class JSONIndexType(_FormatTypeMixin, sqltypes.JSON.JSONIndexType):
def _format_value(self, value):
if isinstance(value, int):
value = "$[%s]" % value
else:
value = '$."%s"' % value
return value
class JSONPathType(_FormatTypeMixin, sqltypes.JSON.JSONPathType):
def _format_value(self, value):
return "$%s" % (
"".join(
[
"[%s]" % elem if isinstance(elem, int) else '."%s"' % elem
for elem in value
]
)
)