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"""Command mixin for emulating `redis-py`'s JSON functionality."""
import copy
import json
from json import JSONDecodeError
from typing import Any, Union, Dict, List, Optional, Callable, Tuple, Type
from jsonpath_ng import Root, JSONPath
from jsonpath_ng.exceptions import JsonPathParserError
from jsonpath_ng.ext import parse
from fakeredis import _helpers as helpers
from fakeredis import _msgs as msgs
from fakeredis._command_args_parsing import extract_args
from fakeredis._commands import Key, command, delete_keys, CommandItem, Int, Float
from fakeredis._helpers import SimpleString
from fakeredis.model import ZSet, ClientInfo
from fakeredis.typing import ServerType
JsonType = Union[str, int, float, bool, None, Dict[str, Any], List[Any]]
def _format_path(path: Union[bytes, str]) -> str:
path_str = path.decode() if isinstance(path, bytes) else path
if path_str == ".":
return "$"
elif path_str.startswith("."):
return "$" + path_str
elif path_str.startswith("$"):
return path_str
else:
return "$." + path_str
def _parse_jsonpath(path: Union[str, bytes]) -> JSONPath:
path_str: str = _format_path(path)
try:
return parse(path_str)
except JsonPathParserError:
raise helpers.SimpleError(msgs.JSON_PATH_DOES_NOT_EXIST.format(path_str))
def _path_is_root(path: JSONPath) -> bool:
return path == Root() # type: ignore
def _dict_deep_merge(source: JsonType, destination: Dict[str, Any]) -> Dict[str, Any]:
"""Deep merge of two dictionaries"""
if not isinstance(source, dict):
return destination
for key, value in source.items():
if value is None and key in destination:
del destination[key]
elif isinstance(value, dict):
node = destination.setdefault(key, {})
_dict_deep_merge(value, node)
else:
destination[key] = value
return destination
class JSONObject:
"""Argument converter for JSON objects."""
DECODE_ERROR = msgs.JSON_WRONG_REDIS_TYPE
ENCODE_ERROR = msgs.JSON_WRONG_REDIS_TYPE
@classmethod
def decode(cls, value: bytes) -> Any:
"""Deserialize the supplied bytes into a valid Python object."""
try:
return json.loads(value)
except JSONDecodeError:
raise helpers.SimpleError(cls.DECODE_ERROR)
@classmethod
def encode(cls, value: Any) -> Optional[bytes]:
"""Serialize the supplied Python object into a valid, JSON-formatted
byte-encoded string."""
return json.dumps(value, default=str).encode() if value is not None else None
def _json_write_iterate(
method: Callable[[JsonType], Tuple[Optional[JsonType], Optional[JsonType], bool]],
key: CommandItem,
path_str: Union[str, bytes],
allow_result_none: bool = False,
) -> Union[List[Optional[JsonType]], Optional[JsonType]]:
"""Implement json.* write commands.
Iterate over values with path_str in key and running method to get new value for path item.
"""
if key.value is None:
raise helpers.SimpleError(msgs.JSON_KEY_NOT_FOUND)
path = _parse_jsonpath(path_str)
found_matches = path.find(key.value)
if len(found_matches) == 0:
raise helpers.SimpleError(msgs.JSON_PATH_NOT_FOUND_OR_NOT_STRING.format(path_str))
curr_value = copy.deepcopy(key.value)
res: List[Optional[JsonType]] = []
for item in found_matches:
new_value, res_val, update = method(item.value)
if update:
curr_value = item.full_path.update(curr_value, new_value)
res.append(res_val)
key.update(curr_value)
if len(path_str) > 1 and path_str[0] == ord(b"."):
if allow_result_none:
return res[-1]
else:
return next(x for x in reversed(res) if x is not None)
if len(res) == 1 and (path_str[0] != ord(b"$") or path_str == b"."):
return res[0]
return res
def _json_read_iterate(
method: Callable[[JsonType], Optional[Any]],
key: CommandItem,
*args: Any,
error_on_zero_matches: bool = False,
) -> Union[List[Optional[Any]], Optional[Any]]:
path_str = args[0] if len(args) > 0 else "$"
if key.value is None:
if path_str[0] == ord(b"$"):
raise helpers.SimpleError(msgs.JSON_KEY_NOT_FOUND)
else:
return None
path = _parse_jsonpath(path_str)
found_matches = path.find(key.value)
if error_on_zero_matches and len(found_matches) == 0 and path_str[0] != ord(b"$"):
raise helpers.SimpleError(msgs.JSON_PATH_NOT_FOUND_OR_NOT_STRING.format(path_str))
res = [method(item.value) for item in found_matches]
if len(path_str) > 1 and path_str[0] == ord(b"."):
return res[0] if len(res) > 0 else None
if len(res) == 1 and (len(args) == 0 or path_str[0] == ord(b".")):
return res[0]
return res
class JSONCommandsMixin:
"""`CommandsMixin` for enabling RedisJSON compatibility in `fakeredis`."""
TYPES_EMPTY_VAL_DICT: Dict[Type[object], Any] = {
dict: {},
int: 0,
float: 0.0,
list: [],
}
TYPE_NAMES: Dict[Type[object], bytes] = {
dict: b"object",
int: b"integer",
float: b"number",
bytes: b"string",
list: b"array",
set: b"set",
str: b"string",
bool: b"boolean",
type(None): b"null",
ZSet: b"zset",
}
def __init__(self, *args: Any, **kwargs: Any) -> None:
super().__init__(*args, **kwargs)
self._db: helpers.Database
self._client_info: ClientInfo
self.server_type: ServerType
@staticmethod
def _get_single(
key: CommandItem,
path_str: Union[str, bytes],
always_return_list: bool = False,
empty_list_as_none: bool = False,
) -> Any:
path: JSONPath = _parse_jsonpath(path_str)
path_value = path.find(key.value)
val = [i.value for i in path_value]
if empty_list_as_none and len(val) == 0:
return None
elif len(val) == 1 and not always_return_list:
return val[0]
return val
@command(
name=["JSON.DEL", "JSON.FORGET"],
fixed=(Key(),),
repeat=(bytes,),
flags=msgs.FLAG_LEAVE_EMPTY_VAL,
)
def json_del(self, key: CommandItem, path_str: bytes) -> int:
if key.value is None:
return 0
path = _parse_jsonpath(path_str)
if _path_is_root(path):
delete_keys(key)
return 1
curr_value = copy.deepcopy(key.value)
found_matches = path.find(curr_value)
res = 0
while len(found_matches) > 0:
item = found_matches[0]
curr_value = item.full_path.filter(lambda _: True, curr_value)
res += 1
found_matches = path.find(curr_value)
key.update(curr_value)
return res
@staticmethod
def _json_set(key: CommandItem, path_str: bytes, value: JsonType, *args: Any) -> Optional[SimpleString]:
path = _parse_jsonpath(path_str)
if key.value is not None and (type(key.value) is not dict) and not _path_is_root(path):
raise helpers.SimpleError(msgs.JSON_WRONG_REDIS_TYPE)
old_value_list = path.find(key.value)
(nx, xx), _ = extract_args(args, ("nx", "xx"))
if xx and nx:
raise helpers.SimpleError(msgs.SYNTAX_ERROR_MSG)
old_value = old_value_list[0].value if len(old_value_list) > 0 else None
if (nx and old_value is not None) or (xx and old_value is None):
return None
new_value = path.update_or_create(key.value, value)
key.update(new_value)
return helpers.OK
@command(
name="JSON.SET",
fixed=(Key(), bytes, JSONObject),
repeat=(bytes,),
flags=msgs.FLAG_LEAVE_EMPTY_VAL + msgs.FLAG_DO_NOT_CREATE,
)
def json_set(self, key: CommandItem, path_str: bytes, value: JsonType, *args: bytes) -> Optional[SimpleString]:
"""Set the JSON value at key `name` under the `path` to `obj`.
For more information see `JSON.SET <https://redis.io/commands/json.set>`_.
"""
return JSONCommandsMixin._json_set(key, path_str, value, *args)
@command(name="JSON.GET", fixed=(Key(),), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_get(self, key: CommandItem, *args: bytes) -> Optional[bytes]:
if key.value is None:
return None
paths = [arg for arg in args if not helpers.casematch(b"noescape", arg)]
no_wrapping_array = len(paths) == 1 and paths[0][0] == ord(b".")
formatted_paths: List[str] = [_format_path(arg) for arg in args if not helpers.casematch(b"noescape", arg)]
path_values = [self._get_single(key, path, len(formatted_paths) > 1) for path in formatted_paths]
# Emulate the behavior of `redis-py`:
# - if only one path was supplied => return a single value
# - if more than one path was specified => return one value for each specified path
if no_wrapping_array or (len(path_values) == 1 and isinstance(path_values[0], list)):
return JSONObject.encode(path_values[0])
if len(path_values) == 1:
return JSONObject.encode(path_values)
return JSONObject.encode(dict(zip(formatted_paths, path_values)))
@command(name="JSON.MGET", fixed=(bytes,), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_mget(self, *args: bytes) -> List[Optional[bytes]]:
if len(args) < 2:
raise helpers.SimpleError(msgs.WRONG_ARGS_MSG6.format("json.mget"))
path_str = args[-1]
keys = [CommandItem(key, self._db, item=self._db.get(key), default=[]) for key in args[:-1]]
result = [JSONObject.encode(self._get_single(key, path_str, empty_list_as_none=True)) for key in keys]
return result
@command(name="JSON.TOGGLE", fixed=(Key(),), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_toggle(self, key: CommandItem, *args: bytes) -> Union[List[Optional[bool]], Optional[bool]]:
if key.value is None:
raise helpers.SimpleError(msgs.JSON_KEY_NOT_FOUND)
path_str = args[0] if len(args) > 0 else b"$"
path = _parse_jsonpath(path_str)
found_matches = path.find(key.value)
curr_value = copy.deepcopy(key.value)
res: List[Optional[bool]] = []
for item in found_matches:
if type(item.value) is bool:
curr_value = item.full_path.update(curr_value, not item.value)
res.append(not item.value)
else:
res.append(None)
if all(x is None for x in res):
raise helpers.SimpleError(msgs.JSON_KEY_NOT_FOUND)
key.update(curr_value)
if len(res) == 1 and (len(args) == 0 or (len(args) == 1 and args[0] == b".")):
return res[0]
return res
@command(name="JSON.CLEAR", fixed=(Key(),), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_clear(self, key: CommandItem, *args: bytes) -> int:
if key.value is None:
raise helpers.SimpleError(msgs.JSON_KEY_NOT_FOUND)
path_str: bytes = args[0] if len(args) > 0 else b"$"
path = _parse_jsonpath(path_str)
found_matches = path.find(key.value)
curr_value = copy.deepcopy(key.value)
res = 0
for item in found_matches:
new_val = self.TYPES_EMPTY_VAL_DICT.get(type(item.value), None)
if new_val is not None:
curr_value = item.full_path.update(curr_value, new_val)
res += 1
key.update(curr_value)
return res
@command(name="JSON.STRAPPEND", fixed=(Key(), bytes), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_strappend(
self, key: CommandItem, path_str: bytes, *args: bytes
) -> Union[List[Optional[JsonType]], Optional[JsonType]]:
if len(args) == 0:
raise helpers.SimpleError(msgs.WRONG_ARGS_MSG6.format("json.strappend"))
addition = JSONObject.decode(args[0])
def strappend(val: JsonType) -> Tuple[Optional[JsonType], Optional[int], bool]:
if type(val) is str:
new_value = val + addition
return new_value, len(new_value), True
else:
return None, None, False
return _json_write_iterate(strappend, key, path_str)
@command(name="JSON.ARRAPPEND", fixed=(Key(), bytes), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_arrappend(
self, key: CommandItem, path_str: bytes, *args: bytes
) -> Union[List[Optional[JsonType]], Optional[JsonType]]:
if len(args) == 0:
raise helpers.SimpleError(msgs.WRONG_ARGS_MSG6.format("json.arrappend"))
addition = [JSONObject.decode(item) for item in args]
def arrappend(val: JsonType) -> Tuple[Optional[JsonType], Optional[int], bool]:
if type(val) is list:
new_value = val + addition
return new_value, len(new_value), True
else:
return None, None, False
return _json_write_iterate(arrappend, key, path_str)
@command(name="JSON.ARRINSERT", fixed=(Key(), bytes, Int), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_arrinsert(
self, key: CommandItem, path_str: bytes, index: int, *args: bytes
) -> Union[List[Optional[JsonType]], Optional[JsonType]]:
if len(args) == 0:
raise helpers.SimpleError(msgs.WRONG_ARGS_MSG6.format("json.arrinsert"))
addition = [JSONObject.decode(item) for item in args]
def arrinsert(val: JsonType) -> Tuple[Optional[JsonType], Optional[int], bool]:
if type(val) is list:
new_value = val[:index] + addition + val[index:]
return new_value, len(new_value), True
else:
return None, None, False
return _json_write_iterate(arrinsert, key, path_str)
@command(name="JSON.ARRPOP", fixed=(Key(),), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_arrpop(self, key: CommandItem, *args: bytes) -> Union[List[Optional[JsonType]], Optional[JsonType]]:
path_str: Union[bytes, str] = args[0] if len(args) > 0 else "$"
index = Int.decode(args[1]) if len(args) > 1 else -1
def arrpop(val: JsonType) -> Tuple[Optional[JsonType], Optional[bytes], bool]:
if type(val) is list and len(val) > 0:
ind = index if index < len(val) else -1
res = val.pop(ind)
return val, JSONObject.encode(res), True
else:
return None, None, False
return _json_write_iterate(arrpop, key, path_str, allow_result_none=True)
@command(name="JSON.ARRTRIM", fixed=(Key(),), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_arrtrim(self, key: CommandItem, *args: bytes) -> Union[List[Optional[JsonType]], Optional[JsonType]]:
path_str: bytes = args[0] if len(args) > 0 else b"$"
start = Int.decode(args[1]) if len(args) > 1 else 0
stop = Int.decode(args[2]) if len(args) > 2 else None
def arrtrim(val: JsonType) -> Tuple[Optional[JsonType], Optional[int], bool]:
if type(val) is list:
start_ind = min(start, len(val))
stop_ind = len(val) if stop is None or stop == -1 else stop + 1
if stop_ind < 0:
stop_ind = len(val) + stop_ind + 1
new_val = val[start_ind:stop_ind]
return new_val, len(new_val), True
else:
return None, None, False
return _json_write_iterate(arrtrim, key, path_str)
@command(
name="JSON.NUMINCRBY",
fixed=(Key(), bytes, Float),
repeat=(bytes,),
flags=msgs.FLAG_LEAVE_EMPTY_VAL + msgs.FLAG_SKIP_CONVERT_TO_RESP2,
)
def json_numincrby(
self, key: CommandItem, path_str: bytes, inc_by: float, *_: bytes
) -> Union[List[Optional[JsonType]], Optional[JsonType]]:
def numincrby(val: Optional[JsonType]) -> Tuple[Optional[JsonType], Optional[float], bool]:
if val is not None and type(val) in {int, float}:
new_value = val + inc_by # type: ignore
return new_value, new_value, True
else:
return None, None, False
return self._resp3_wrapping_list(_json_write_iterate(numincrby, key, path_str))
@command(
name="JSON.NUMMULTBY",
fixed=(Key(), bytes, Float),
repeat=(bytes,),
flags=msgs.FLAG_LEAVE_EMPTY_VAL + msgs.FLAG_SKIP_CONVERT_TO_RESP2,
)
def json_nummultby(
self, key: CommandItem, path_str: bytes, mult_by: float, *_: bytes
) -> Union[List[Optional[JsonType]], Optional[JsonType]]:
def nummultby(val: Optional[JsonType]) -> Tuple[Optional[JsonType], Optional[float], bool]:
if type(val) in {int, float}:
new_value = val * mult_by # type: ignore
return new_value, new_value, True
else:
return None, None, False
return self._resp3_wrapping_list(_json_write_iterate(nummultby, key, path_str))
# Read operations
@command(name="JSON.ARRINDEX", fixed=(Key(), bytes, bytes), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_arrindex(
self, key: CommandItem, path_str: bytes, encoded_value: bytes, *args: bytes
) -> Union[List[Optional[JsonType]], Optional[JsonType]]:
start = max(0, Int.decode(args[0]) if len(args) > 0 else 0)
end = Int.decode(args[1]) if len(args) > 1 else -1
end = end if end > 0 else -1
expected_value = JSONObject.decode(encoded_value)
def check_index(value: JsonType) -> Optional[int]:
if type(value) is not list:
return None
try:
ind = next(
filter(
lambda x: x[1] == expected_value and type(x[1]) is type(expected_value),
enumerate(value[start:end]),
)
)
return ind[0] + start
except StopIteration:
return -1
return _json_read_iterate(check_index, key, path_str, error_on_zero_matches=True)
@command(name="JSON.STRLEN", fixed=(Key(),), repeat=(bytes,))
def json_strlen(self, key: CommandItem, *args: bytes) -> Union[List[Optional[int]], Optional[int]]:
if key.value is None:
msg = msgs.JSON_KEY_NOT_FOUND if self.server_type != "dragonfly" else msgs.NO_KEY_MSG
raise helpers.SimpleError(msg)
return _json_read_iterate(lambda val: len(val) if type(val) is str else None, key, *args)
@command(name="JSON.ARRLEN", fixed=(Key(),), repeat=(bytes,))
def json_arrlen(self, key: CommandItem, *args: bytes) -> Union[List[Optional[int]], Optional[int]]:
return _json_read_iterate(lambda val: len(val) if type(val) is list else None, key, *args)
@command(name="JSON.OBJLEN", fixed=(Key(),), repeat=(bytes,))
def json_objlen(self, key: CommandItem, *args: bytes) -> Union[List[Optional[int]], Optional[int]]:
return _json_read_iterate(lambda val: len(val) if type(val) is dict else None, key, *args)
def _resp3_wrapping_list(self, res: Any, wrap_list: bool = False) -> Any:
if self._client_info.protocol_version == 2:
return res
if isinstance(res, list) and not wrap_list:
return res
return [res]
@command(name="JSON.TYPE", fixed=(Key(),), repeat=(bytes,), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_type(self, key: CommandItem, *args: bytes) -> Union[List[Optional[bytes]], Optional[bytes]]:
res = _json_read_iterate(lambda val: self.TYPE_NAMES.get(type(val), None), key, *args)
return self._resp3_wrapping_list(res, wrap_list=True)
@command(name="JSON.OBJKEYS", fixed=(Key(),), repeat=(bytes,))
def json_objkeys(self, key: CommandItem, *args: bytes) -> Union[List[Optional[bytes]], Optional[bytes]]:
return _json_read_iterate(
lambda val: [i.encode() for i in val.keys()] if type(val) is dict else None, key, *args
)
@command(name="JSON.MSET", fixed=(), repeat=(Key(), bytes, JSONObject), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_mset(self, *args: Any) -> SimpleString:
if len(args) < 3 or len(args) % 3 != 0:
raise helpers.SimpleError(msgs.WRONG_ARGS_MSG6.format("json.mset"))
for i in range(0, len(args), 3):
key, path_str, value = args[i], args[i + 1], args[i + 2]
JSONCommandsMixin._json_set(key, path_str, value)
return helpers.OK
@command(name="JSON.MERGE", fixed=(Key(), bytes, JSONObject), repeat=(), flags=msgs.FLAG_LEAVE_EMPTY_VAL)
def json_merge(self, key: CommandItem, path_str: bytes, value: JsonType) -> SimpleString:
path: JSONPath = _parse_jsonpath(path_str)
if key.value is not None and (type(key.value) is not dict) and not _path_is_root(path):
raise helpers.SimpleError(msgs.JSON_WRONG_REDIS_TYPE)
matching = path.find(key.value)
for item in matching:
prev_value = item.value if item is not None else {}
_dict_deep_merge(value, prev_value)
if len(matching) > 0:
key.updated()
return helpers.OK