Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 1 | # Copyright (c) 2019 AT&T Intellectual Property. |
| 2 | # Copyright (c) 2018-2019 Nokia. |
| 3 | # |
| 4 | # Licensed under the Apache License, Version 2.0 (the "License"); |
| 5 | # you may not use this file except in compliance with the License. |
| 6 | # You may obtain a copy of the License at |
| 7 | # |
| 8 | # http://www.apache.org/licenses/LICENSE-2.0 |
| 9 | # |
| 10 | # Unless required by applicable law or agreed to in writing, software |
| 11 | # distributed under the License is distributed on an "AS IS" BASIS, |
| 12 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 13 | # See the License for the specific language governing permissions and |
| 14 | # limitations under the License. |
| 15 | |
| 16 | # |
| 17 | # This source code is part of the near-RT RIC (RAN Intelligent Controller) |
| 18 | # platform project (RICP). |
| 19 | # |
| 20 | |
| 21 | |
| 22 | """The module provides implementation of Shared Data Layer (SDL) database backend interface.""" |
| 23 | import contextlib |
| 24 | from typing import (Dict, Set, List, Union) |
| 25 | from redis import Redis |
| 26 | from redis.sentinel import Sentinel |
| 27 | from redis.lock import Lock |
| 28 | from redis._compat import nativestr |
| 29 | from redis import exceptions as redis_exceptions |
| 30 | from ricsdl.configuration import _Configuration |
| 31 | from ricsdl.exceptions import ( |
| 32 | RejectedByBackend, |
| 33 | NotConnected, |
| 34 | BackendError |
| 35 | ) |
| 36 | from .dbbackend_abc import DbBackendAbc |
| 37 | from .dbbackend_abc import DbBackendLockAbc |
| 38 | |
| 39 | |
| 40 | @contextlib.contextmanager |
| 41 | def _map_to_sdl_exception(): |
| 42 | """Translates known redis exceptions into SDL exceptions.""" |
| 43 | try: |
| 44 | yield |
| 45 | except(redis_exceptions.ResponseError) as exc: |
| 46 | raise RejectedByBackend("SDL backend rejected the request: {}". |
| 47 | format(str(exc))) from exc |
| 48 | except(redis_exceptions.ConnectionError, redis_exceptions.TimeoutError) as exc: |
| 49 | raise NotConnected("SDL not connected to backend: {}". |
| 50 | format(str(exc))) from exc |
| 51 | except(redis_exceptions.RedisError) as exc: |
| 52 | raise BackendError("SDL backend failed to process the request: {}". |
| 53 | format(str(exc))) from exc |
| 54 | |
| 55 | |
| 56 | class RedisBackend(DbBackendAbc): |
| 57 | """ |
| 58 | A class providing an implementation of database backend of Shared Data Layer (SDL), when |
| 59 | backend database solution is Redis. |
| 60 | |
| 61 | Args: |
| 62 | configuration (_Configuration): SDL configuration, containing credentials to connect to |
| 63 | Redis database backend. |
| 64 | """ |
| 65 | def __init__(self, configuration: _Configuration) -> None: |
| 66 | super().__init__() |
| 67 | with _map_to_sdl_exception(): |
| 68 | if configuration.get_params().db_sentinel_port: |
| 69 | sentinel_node = (configuration.get_params().db_host, |
| 70 | configuration.get_params().db_sentinel_port) |
| 71 | master_name = configuration.get_params().db_sentinel_master_name |
| 72 | self.__sentinel = Sentinel([sentinel_node]) |
| 73 | self.__redis = self.__sentinel.master_for(master_name) |
| 74 | else: |
| 75 | self.__redis = Redis(host=configuration.get_params().db_host, |
| 76 | port=configuration.get_params().db_port, |
| 77 | db=0, |
| 78 | max_connections=20) |
| 79 | self.__redis.set_response_callback('SETIE', lambda r: r and nativestr(r) == 'OK' or False) |
| 80 | self.__redis.set_response_callback('DELIE', lambda r: r and int(r) == 1 or False) |
| 81 | |
| 82 | def __del__(self): |
| 83 | self.close() |
| 84 | |
| 85 | def __str__(self): |
| 86 | return str( |
| 87 | { |
Timo Tietavainen | 598ca39 | 2020-01-08 16:49:11 +0200 | [diff] [blame] | 88 | "DB type": "Redis", |
Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 89 | "Redis connection": repr(self.__redis) |
| 90 | } |
| 91 | ) |
| 92 | |
Timo Tietavainen | c979c0d | 2020-01-21 21:57:17 +0200 | [diff] [blame] | 93 | def is_connected(self): |
| 94 | with _map_to_sdl_exception(): |
| 95 | return self.__redis.ping() |
| 96 | |
Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 97 | def close(self): |
| 98 | self.__redis.close() |
| 99 | |
| 100 | def set(self, ns: str, data_map: Dict[str, bytes]) -> None: |
| 101 | db_data_map = self._add_data_map_ns_prefix(ns, data_map) |
| 102 | with _map_to_sdl_exception(): |
| 103 | self.__redis.mset(db_data_map) |
| 104 | |
| 105 | def set_if(self, ns: str, key: str, old_data: bytes, new_data: bytes) -> bool: |
| 106 | db_key = self._add_key_ns_prefix(ns, key) |
| 107 | with _map_to_sdl_exception(): |
| 108 | return self.__redis.execute_command('SETIE', db_key, new_data, old_data) |
| 109 | |
| 110 | def set_if_not_exists(self, ns: str, key: str, data: bytes) -> bool: |
| 111 | db_key = self._add_key_ns_prefix(ns, key) |
| 112 | with _map_to_sdl_exception(): |
| 113 | return self.__redis.setnx(db_key, data) |
| 114 | |
| 115 | def get(self, ns: str, keys: List[str]) -> Dict[str, bytes]: |
| 116 | ret = dict() |
| 117 | db_keys = self._add_keys_ns_prefix(ns, keys) |
| 118 | with _map_to_sdl_exception(): |
| 119 | values = self.__redis.mget(db_keys) |
| 120 | for idx, val in enumerate(values): |
| 121 | # return only key values, which has a value |
| 122 | if val: |
| 123 | ret[keys[idx]] = val |
| 124 | return ret |
| 125 | |
Timo Tietavainen | 276ed3c | 2019-12-15 20:16:23 +0200 | [diff] [blame] | 126 | def find_keys(self, ns: str, key_pattern: str) -> List[str]: |
| 127 | db_key_pattern = self._add_key_ns_prefix(ns, key_pattern) |
Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 128 | with _map_to_sdl_exception(): |
Timo Tietavainen | 276ed3c | 2019-12-15 20:16:23 +0200 | [diff] [blame] | 129 | ret = self.__redis.keys(db_key_pattern) |
Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 130 | return self._strip_ns_from_bin_keys(ns, ret) |
| 131 | |
Timo Tietavainen | 276ed3c | 2019-12-15 20:16:23 +0200 | [diff] [blame] | 132 | def find_and_get(self, ns: str, key_pattern: str) -> Dict[str, bytes]: |
Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 133 | # todo: replace below implementation with redis 'NGET' module |
| 134 | ret = dict() # type: Dict[str, bytes] |
| 135 | with _map_to_sdl_exception(): |
Timo Tietavainen | 276ed3c | 2019-12-15 20:16:23 +0200 | [diff] [blame] | 136 | matched_keys = self.find_keys(ns, key_pattern) |
Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 137 | if matched_keys: |
| 138 | ret = self.get(ns, matched_keys) |
| 139 | return ret |
| 140 | |
| 141 | def remove(self, ns: str, keys: List[str]) -> None: |
| 142 | db_keys = self._add_keys_ns_prefix(ns, keys) |
| 143 | with _map_to_sdl_exception(): |
| 144 | self.__redis.delete(*db_keys) |
| 145 | |
| 146 | def remove_if(self, ns: str, key: str, data: bytes) -> bool: |
| 147 | db_key = self._add_key_ns_prefix(ns, key) |
| 148 | with _map_to_sdl_exception(): |
| 149 | return self.__redis.execute_command('DELIE', db_key, data) |
| 150 | |
| 151 | def add_member(self, ns: str, group: str, members: Set[bytes]) -> None: |
| 152 | db_key = self._add_key_ns_prefix(ns, group) |
| 153 | with _map_to_sdl_exception(): |
| 154 | self.__redis.sadd(db_key, *members) |
| 155 | |
| 156 | def remove_member(self, ns: str, group: str, members: Set[bytes]) -> None: |
| 157 | db_key = self._add_key_ns_prefix(ns, group) |
| 158 | with _map_to_sdl_exception(): |
| 159 | self.__redis.srem(db_key, *members) |
| 160 | |
| 161 | def remove_group(self, ns: str, group: str) -> None: |
| 162 | db_key = self._add_key_ns_prefix(ns, group) |
| 163 | with _map_to_sdl_exception(): |
| 164 | self.__redis.delete(db_key) |
| 165 | |
| 166 | def get_members(self, ns: str, group: str) -> Set[bytes]: |
| 167 | db_key = self._add_key_ns_prefix(ns, group) |
| 168 | with _map_to_sdl_exception(): |
| 169 | return self.__redis.smembers(db_key) |
| 170 | |
| 171 | def is_member(self, ns: str, group: str, member: bytes) -> bool: |
| 172 | db_key = self._add_key_ns_prefix(ns, group) |
| 173 | with _map_to_sdl_exception(): |
| 174 | return self.__redis.sismember(db_key, member) |
| 175 | |
| 176 | def group_size(self, ns: str, group: str) -> int: |
| 177 | db_key = self._add_key_ns_prefix(ns, group) |
| 178 | with _map_to_sdl_exception(): |
| 179 | return self.__redis.scard(db_key) |
| 180 | |
| 181 | @classmethod |
| 182 | def _add_key_ns_prefix(cls, ns: str, key: str): |
| 183 | return '{' + ns + '},' + key |
| 184 | |
| 185 | @classmethod |
| 186 | def _add_keys_ns_prefix(cls, ns: str, keylist: List[str]) -> List[str]: |
| 187 | ret_nskeys = [] |
| 188 | for k in keylist: |
| 189 | ret_nskeys.append('{' + ns + '},' + k) |
| 190 | return ret_nskeys |
| 191 | |
| 192 | @classmethod |
| 193 | def _add_data_map_ns_prefix(cls, ns: str, data_dict: Dict[str, bytes]) -> Dict[str, bytes]: |
| 194 | ret_nsdict = {} |
| 195 | for key, val in data_dict.items(): |
| 196 | ret_nsdict['{' + ns + '},' + key] = val |
| 197 | return ret_nsdict |
| 198 | |
| 199 | @classmethod |
| 200 | def _strip_ns_from_bin_keys(cls, ns: str, nskeylist: List[bytes]) -> List[str]: |
| 201 | ret_keys = [] |
| 202 | for k in nskeylist: |
Timo Tietavainen | 276ed3c | 2019-12-15 20:16:23 +0200 | [diff] [blame] | 203 | try: |
| 204 | redis_key = k.decode("utf-8") |
| 205 | except UnicodeDecodeError as exc: |
| 206 | msg = u'Namespace %s key conversion to string failed: %s' % (ns, str(exc)) |
| 207 | raise RejectedByBackend(msg) |
| 208 | nskey = redis_key.split(',', 1) |
Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 209 | if len(nskey) != 2: |
Timo Tietavainen | 276ed3c | 2019-12-15 20:16:23 +0200 | [diff] [blame] | 210 | msg = u'Namespace %s key:%s has no namespace prefix' % (ns, redis_key) |
Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 211 | raise RejectedByBackend(msg) |
| 212 | ret_keys.append(nskey[1]) |
| 213 | return ret_keys |
| 214 | |
Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 215 | def get_redis_connection(self): |
| 216 | """Return existing Redis database connection.""" |
| 217 | return self.__redis |
| 218 | |
| 219 | |
| 220 | class RedisBackendLock(DbBackendLockAbc): |
| 221 | """ |
| 222 | A class providing an implementation of database backend lock of Shared Data Layer (SDL), when |
| 223 | backend database solution is Redis. |
| 224 | |
| 225 | Args: |
| 226 | ns (str): Namespace under which this lock is targeted. |
| 227 | name (str): Lock name, identifies the lock key in a Redis database backend. |
| 228 | expiration (int, float): Lock expiration time after which the lock is removed if it hasn't |
| 229 | been released earlier by a 'release' method. |
| 230 | redis_backend (RedisBackend): Database backend object containing connection to Redis |
| 231 | database. |
| 232 | """ |
| 233 | lua_get_validity_time = None |
| 234 | # KEYS[1] - lock name |
| 235 | # ARGS[1] - token |
| 236 | # return < 0 in case of failure, otherwise return lock validity time in milliseconds. |
| 237 | LUA_GET_VALIDITY_TIME_SCRIPT = """ |
| 238 | local token = redis.call('get', KEYS[1]) |
| 239 | if not token then |
| 240 | return -10 |
| 241 | end |
| 242 | if token ~= ARGV[1] then |
| 243 | return -11 |
| 244 | end |
| 245 | return redis.call('pttl', KEYS[1]) |
| 246 | """ |
| 247 | |
| 248 | def __init__(self, ns: str, name: str, expiration: Union[int, float], |
| 249 | redis_backend: RedisBackend) -> None: |
| 250 | super().__init__(ns, name) |
| 251 | self.__redis = redis_backend.get_redis_connection() |
| 252 | with _map_to_sdl_exception(): |
| 253 | redis_lockname = '{' + ns + '},' + self._lock_name |
| 254 | self.__redis_lock = Lock(redis=self.__redis, name=redis_lockname, timeout=expiration) |
| 255 | self._register_scripts() |
| 256 | |
| 257 | def __str__(self): |
| 258 | return str( |
| 259 | { |
Timo Tietavainen | 598ca39 | 2020-01-08 16:49:11 +0200 | [diff] [blame] | 260 | "lock DB type": "Redis", |
Timo Tietavainen | dada846 | 2019-11-27 11:50:01 +0200 | [diff] [blame] | 261 | "lock namespace": self._ns, |
| 262 | "lock name": self._lock_name, |
| 263 | "lock status": self._lock_status_to_string() |
| 264 | } |
| 265 | ) |
| 266 | |
| 267 | def acquire(self, retry_interval: Union[int, float] = 0.1, |
| 268 | retry_timeout: Union[int, float] = 10) -> bool: |
| 269 | succeeded = False |
| 270 | self.__redis_lock.sleep = retry_interval |
| 271 | with _map_to_sdl_exception(): |
| 272 | succeeded = self.__redis_lock.acquire(blocking_timeout=retry_timeout) |
| 273 | return succeeded |
| 274 | |
| 275 | def release(self) -> None: |
| 276 | with _map_to_sdl_exception(): |
| 277 | self.__redis_lock.release() |
| 278 | |
| 279 | def refresh(self) -> None: |
| 280 | with _map_to_sdl_exception(): |
| 281 | self.__redis_lock.reacquire() |
| 282 | |
| 283 | def get_validity_time(self) -> Union[int, float]: |
| 284 | validity = 0 |
| 285 | if self.__redis_lock.local.token is None: |
| 286 | msg = u'Cannot get validity time of an unlocked lock %s' % self._lock_name |
| 287 | raise RejectedByBackend(msg) |
| 288 | |
| 289 | with _map_to_sdl_exception(): |
| 290 | validity = self.lua_get_validity_time(keys=[self.__redis_lock.name], |
| 291 | args=[self.__redis_lock.local.token], |
| 292 | client=self.__redis) |
| 293 | if validity < 0: |
| 294 | msg = (u'Getting validity time of a lock %s failed with error code: %d' |
| 295 | % (self._lock_name, validity)) |
| 296 | raise RejectedByBackend(msg) |
| 297 | ftime = validity / 1000.0 |
| 298 | if ftime.is_integer(): |
| 299 | return int(ftime) |
| 300 | return ftime |
| 301 | |
| 302 | def _register_scripts(self): |
| 303 | cls = self.__class__ |
| 304 | client = self.__redis |
| 305 | if cls.lua_get_validity_time is None: |
| 306 | cls.lua_get_validity_time = client.register_script(cls.LUA_GET_VALIDITY_TIME_SCRIPT) |
| 307 | |
| 308 | def _lock_status_to_string(self) -> str: |
| 309 | try: |
| 310 | if self.__redis_lock.locked(): |
| 311 | if self.__redis_lock.owned(): |
| 312 | return 'locked' |
| 313 | return 'locked by someone else' |
| 314 | return 'unlocked' |
| 315 | except(redis_exceptions.RedisError) as exc: |
| 316 | return f'Error: {str(exc)}' |