How to use override method in Playwright Python

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1from datetime import datetime, timedelta2from typing import (3 Any,4 Callable,5 Dict,6 Generic,7 Iterable,8 Iterator,9 List,10 Mapping,11 Optional,12 Sequence,13 Set,14 Text,15 Tuple,16 Type,17 TypeVar,18 Union,19 overload,20)21from typing_extensions import Literal22from .connection import ConnectionPool23from .lock import Lock24SYM_EMPTY: Any25def list_or_args(keys, args): ...26def timestamp_to_datetime(response): ...27def string_keys_to_dict(key_string, callback): ...28def dict_merge(*dicts): ...29def parse_debug_object(response): ...30def parse_object(response, infotype): ...31def parse_info(response): ...32SENTINEL_STATE_TYPES: Any33def parse_sentinel_state(item): ...34def parse_sentinel_master(response): ...35def parse_sentinel_masters(response): ...36def parse_sentinel_slaves_and_sentinels(response): ...37def parse_sentinel_get_master(response): ...38def pairs_to_dict(response): ...39def pairs_to_dict_typed(response, type_info): ...40def zset_score_pairs(response, **options): ...41def sort_return_tuples(response, **options): ...42def int_or_none(response): ...43def float_or_none(response): ...44def bool_ok(response): ...45def parse_client_list(response, **options): ...46def parse_config_get(response, **options): ...47def parse_scan(response, **options): ...48def parse_hscan(response, **options): ...49def parse_zscan(response, **options): ...50def parse_slowlog_get(response, **options): ...51_ScoreCastFuncReturn = TypeVar("_ScoreCastFuncReturn")52_Value = Union[bytes, float, int, Text]53_Key = Union[Text, bytes]54# Lib returns str or bytes depending on Python version and value of decode_responses55_StrType = TypeVar("_StrType", bound=Union[Text, bytes])56_LockType = TypeVar("_LockType")57class Redis(Generic[_StrType]):58 RESPONSE_CALLBACKS: Any59 @overload60 @classmethod61 def from_url(62 cls,63 url: Text,64 host: Optional[Text],65 port: Optional[int],66 db: Optional[int],67 password: Optional[Text],68 socket_timeout: Optional[float],69 socket_connect_timeout: Optional[float],70 socket_keepalive: Optional[bool],71 socket_keepalive_options: Optional[Mapping[str, Union[int, str]]],72 connection_pool: Optional[ConnectionPool],73 unix_socket_path: Optional[Text],74 encoding: Text,75 encoding_errors: Text,76 charset: Optional[Text],77 errors: Optional[Text],78 decode_responses: Literal[True],79 retry_on_timeout: bool = ...,80 ssl: bool = ...,81 ssl_keyfile: Optional[Text] = ...,82 ssl_certfile: Optional[Text] = ...,83 ssl_cert_reqs: Optional[Union[str, int]] = ...,84 ssl_ca_certs: Optional[Text] = ...,85 ssl_check_hostname: bool = ...,86 max_connections: Optional[int] = ...,87 single_connection_client: bool = ...,88 health_check_interval: float = ...,89 client_name: Optional[Text] = ...,90 username: Optional[Text] = ...,91 ) -> Redis[str]: ...92 @overload93 @classmethod94 def from_url(95 cls,96 url: Text,97 host: Optional[Text] = ...,98 port: Optional[int] = ...,99 db: Optional[int] = ...,100 password: Optional[Text] = ...,101 socket_timeout: Optional[float] = ...,102 socket_connect_timeout: Optional[float] = ...,103 socket_keepalive: Optional[bool] = ...,104 socket_keepalive_options: Optional[Mapping[str, Union[int, str]]] = ...,105 connection_pool: Optional[ConnectionPool] = ...,106 unix_socket_path: Optional[Text] = ...,107 encoding: Text = ...,108 encoding_errors: Text = ...,109 charset: Optional[Text] = ...,110 errors: Optional[Text] = ...,111 *,112 decode_responses: Literal[True],113 retry_on_timeout: bool = ...,114 ssl: bool = ...,115 ssl_keyfile: Optional[Text] = ...,116 ssl_certfile: Optional[Text] = ...,117 ssl_cert_reqs: Optional[Union[str, int]] = ...,118 ssl_ca_certs: Optional[Text] = ...,119 ssl_check_hostname: bool = ...,120 max_connections: Optional[int] = ...,121 single_connection_client: bool = ...,122 health_check_interval: float = ...,123 client_name: Optional[Text] = ...,124 username: Optional[Text] = ...,125 ) -> Redis[str]: ...126 @overload127 @classmethod128 def from_url(129 cls,130 url: Text,131 host: Optional[Text] = ...,132 port: Optional[int] = ...,133 db: Optional[int] = ...,134 password: Optional[Text] = ...,135 socket_timeout: Optional[float] = ...,136 socket_connect_timeout: Optional[float] = ...,137 socket_keepalive: Optional[bool] = ...,138 socket_keepalive_options: Optional[Mapping[str, Union[int, str]]] = ...,139 connection_pool: Optional[ConnectionPool] = ...,140 unix_socket_path: Optional[Text] = ...,141 encoding: Text = ...,142 encoding_errors: Text = ...,143 charset: Optional[Text] = ...,144 decode_responses: Literal[False] = ...,145 errors: Optional[Text] = ...,146 retry_on_timeout: bool = ...,147 ssl: bool = ...,148 ssl_keyfile: Optional[Text] = ...,149 ssl_certfile: Optional[Text] = ...,150 ssl_cert_reqs: Optional[Union[str, int]] = ...,151 ssl_ca_certs: Optional[Text] = ...,152 ssl_check_hostname: bool = ...,153 max_connections: Optional[int] = ...,154 single_connection_client: bool = ...,155 health_check_interval: float = ...,156 client_name: Optional[Text] = ...,157 username: Optional[Text] = ...,158 ) -> Redis[bytes]: ...159 connection_pool: Any160 response_callbacks: Any161 @overload162 def __new__(163 cls,164 host: Text,165 port: int,166 db: int,167 password: Optional[Text],168 socket_timeout: Optional[float],169 socket_connect_timeout: Optional[float],170 socket_keepalive: Optional[bool],171 socket_keepalive_options: Optional[Mapping[str, Union[int, str]]],172 connection_pool: Optional[ConnectionPool],173 unix_socket_path: Optional[Text],174 encoding: Text,175 encoding_errors: Text,176 charset: Optional[Text],177 decode_responses: Literal[True],178 errors: Optional[Text] = ...,179 retry_on_timeout: bool = ...,180 ssl: bool = ...,181 ssl_keyfile: Optional[Text] = ...,182 ssl_certfile: Optional[Text] = ...,183 ssl_cert_reqs: Optional[Union[str, int]] = ...,184 ssl_ca_certs: Optional[Text] = ...,185 ssl_check_hostname: bool = ...,186 max_connections: Optional[int] = ...,187 single_connection_client: bool = ...,188 health_check_interval: float = ...,189 client_name: Optional[Text] = ...,190 username: Optional[Text] = ...,191 ) -> Redis[str]: ...192 @overload193 def __new__(194 cls,195 host: Text = ...,196 port: int = ...,197 db: int = ...,198 password: Optional[Text] = ...,199 socket_timeout: Optional[float] = ...,200 socket_connect_timeout: Optional[float] = ...,201 socket_keepalive: Optional[bool] = ...,202 socket_keepalive_options: Optional[Mapping[str, Union[int, str]]] = ...,203 connection_pool: Optional[ConnectionPool] = ...,204 unix_socket_path: Optional[Text] = ...,205 encoding: Text = ...,206 encoding_errors: Text = ...,207 charset: Optional[Text] = ...,208 *,209 decode_responses: Literal[True],210 errors: Optional[Text] = ...,211 retry_on_timeout: bool = ...,212 ssl: bool = ...,213 ssl_keyfile: Optional[Text] = ...,214 ssl_certfile: Optional[Text] = ...,215 ssl_cert_reqs: Optional[Union[str, int]] = ...,216 ssl_ca_certs: Optional[Text] = ...,217 ssl_check_hostname: bool = ...,218 max_connections: Optional[int] = ...,219 single_connection_client: bool = ...,220 health_check_interval: float = ...,221 client_name: Optional[Text] = ...,222 username: Optional[Text] = ...,223 ) -> Redis[str]: ...224 @overload225 def __new__(226 cls,227 host: Text = ...,228 port: int = ...,229 db: int = ...,230 password: Optional[Text] = ...,231 socket_timeout: Optional[float] = ...,232 socket_connect_timeout: Optional[float] = ...,233 socket_keepalive: Optional[bool] = ...,234 socket_keepalive_options: Optional[Mapping[str, Union[int, str]]] = ...,235 connection_pool: Optional[ConnectionPool] = ...,236 unix_socket_path: Optional[Text] = ...,237 encoding: Text = ...,238 encoding_errors: Text = ...,239 charset: Optional[Text] = ...,240 errors: Optional[Text] = ...,241 decode_responses: Literal[False] = ...,242 retry_on_timeout: bool = ...,243 ssl: bool = ...,244 ssl_keyfile: Optional[Text] = ...,245 ssl_certfile: Optional[Text] = ...,246 ssl_cert_reqs: Optional[Union[str, int]] = ...,247 ssl_ca_certs: Optional[Text] = ...,248 ssl_check_hostname: bool = ...,249 max_connections: Optional[int] = ...,250 single_connection_client: bool = ...,251 health_check_interval: float = ...,252 client_name: Optional[Text] = ...,253 username: Optional[Text] = ...,254 ) -> Redis[bytes]: ...255 @overload256 def __init__(257 self: Redis[str],258 host: Text,259 port: int,260 db: int,261 password: Optional[Text],262 socket_timeout: Optional[float],263 socket_connect_timeout: Optional[float],264 socket_keepalive: Optional[bool],265 socket_keepalive_options: Optional[Mapping[str, Union[int, str]]],266 connection_pool: Optional[ConnectionPool],267 unix_socket_path: Optional[Text],268 encoding: Text,269 encoding_errors: Text,270 charset: Optional[Text],271 errors: Optional[Text],272 decode_responses: Literal[True],273 retry_on_timeout: bool = ...,274 ssl: bool = ...,275 ssl_keyfile: Optional[Text] = ...,276 ssl_certfile: Optional[Text] = ...,277 ssl_cert_reqs: Optional[Union[str, int]] = ...,278 ssl_ca_certs: Optional[Text] = ...,279 ssl_check_hostname: bool = ...,280 max_connections: Optional[int] = ...,281 single_connection_client: bool = ...,282 health_check_interval: float = ...,283 client_name: Optional[Text] = ...,284 username: Optional[Text] = ...,285 ) -> None: ...286 @overload287 def __init__(288 self: Redis[str],289 host: Text = ...,290 port: int = ...,291 db: int = ...,292 password: Optional[Text] = ...,293 socket_timeout: Optional[float] = ...,294 socket_connect_timeout: Optional[float] = ...,295 socket_keepalive: Optional[bool] = ...,296 socket_keepalive_options: Optional[Mapping[str, Union[int, str]]] = ...,297 connection_pool: Optional[ConnectionPool] = ...,298 unix_socket_path: Optional[Text] = ...,299 encoding: Text = ...,300 encoding_errors: Text = ...,301 charset: Optional[Text] = ...,302 errors: Optional[Text] = ...,303 *,304 decode_responses: Literal[True],305 retry_on_timeout: bool = ...,306 ssl: bool = ...,307 ssl_keyfile: Optional[Text] = ...,308 ssl_certfile: Optional[Text] = ...,309 ssl_cert_reqs: Optional[Union[str, int]] = ...,310 ssl_ca_certs: Optional[Text] = ...,311 ssl_check_hostname: bool = ...,312 max_connections: Optional[int] = ...,313 single_connection_client: bool = ...,314 health_check_interval: float = ...,315 client_name: Optional[Text] = ...,316 username: Optional[Text] = ...,317 ) -> None: ...318 @overload319 def __init__(320 self: Redis[bytes],321 host: Text = ...,322 port: int = ...,323 db: int = ...,324 password: Optional[Text] = ...,325 socket_timeout: Optional[float] = ...,326 socket_connect_timeout: Optional[float] = ...,327 socket_keepalive: Optional[bool] = ...,328 socket_keepalive_options: Optional[Mapping[str, Union[int, str]]] = ...,329 connection_pool: Optional[ConnectionPool] = ...,330 unix_socket_path: Optional[Text] = ...,331 encoding: Text = ...,332 encoding_errors: Text = ...,333 charset: Optional[Text] = ...,334 errors: Optional[Text] = ...,335 decode_responses: Literal[False] = ...,336 retry_on_timeout: bool = ...,337 ssl: bool = ...,338 ssl_keyfile: Optional[Text] = ...,339 ssl_certfile: Optional[Text] = ...,340 ssl_cert_reqs: Optional[Union[str, int]] = ...,341 ssl_ca_certs: Optional[Text] = ...,342 ssl_check_hostname: bool = ...,343 max_connections: Optional[int] = ...,344 single_connection_client: bool = ...,345 health_check_interval: float = ...,346 client_name: Optional[Text] = ...,347 username: Optional[Text] = ...,348 ) -> None: ...349 def set_response_callback(self, command, callback): ...350 def pipeline(self, transaction: bool = ..., shard_hint: Any = ...) -> Pipeline[_StrType]: ...351 def transaction(self, func, *watches, **kwargs): ...352 @overload353 def lock(354 self,355 name: _Key,356 timeout: Optional[float] = ...,357 sleep: float = ...,358 blocking_timeout: Optional[float] = ...,359 lock_class: None = ...,360 thread_local: bool = ...,361 ) -> Lock: ...362 @overload363 def lock(364 self,365 name: _Key,366 timeout: Optional[float],367 sleep: float,368 blocking_timeout: Optional[float],369 lock_class: Type[_LockType],370 thread_local: bool = ...,371 ) -> _LockType: ...372 @overload373 def lock(374 self,375 name: _Key,376 timeout: Optional[float] = ...,377 sleep: float = ...,378 blocking_timeout: Optional[float] = ...,379 *,380 lock_class: Type[_LockType],381 thread_local: bool = ...,382 ) -> _LockType: ...383 def pubsub(self, shard_hint: Any = ..., ignore_subscribe_messages: bool = ...) -> PubSub: ...384 def execute_command(self, *args, **options): ...385 def parse_response(self, connection, command_name, **options): ...386 def acl_cat(self, category: Optional[Text] = ...) -> List[str]: ...387 def acl_deluser(self, username: Text) -> int: ...388 def acl_genpass(self) -> Text: ...389 def acl_getuser(self, username: Text) -> Optional[Any]: ...390 def acl_list(self) -> List[Text]: ...391 def acl_load(self) -> bool: ...392 def acl_setuser(393 self,394 username: Text = ...,395 enabled: bool = ...,396 nopass: bool = ...,397 passwords: Optional[Sequence[Text]] = ...,398 hashed_passwords: Optional[Sequence[Text]] = ...,399 categories: Optional[Sequence[Text]] = ...,400 commands: Optional[Sequence[Text]] = ...,401 keys: Optional[Sequence[Text]] = ...,402 reset: bool = ...,403 reset_keys: bool = ...,404 reset_passwords: bool = ...,405 ) -> bool: ...406 def acl_users(self) -> List[Text]: ...407 def acl_whoami(self) -> Text: ...408 def bgrewriteaof(self): ...409 def bgsave(self): ...410 def client_id(self) -> int: ...411 def client_kill(self, address: Text) -> bool: ...412 def client_list(self) -> List[Dict[str, str]]: ...413 def client_getname(self) -> Optional[str]: ...414 def client_setname(self, name: Text) -> bool: ...415 def readwrite(self) -> bool: ...416 def readonly(self) -> bool: ...417 def config_get(self, pattern=...): ...418 def config_set(self, name, value): ...419 def config_resetstat(self): ...420 def config_rewrite(self): ...421 def dbsize(self) -> int: ...422 def debug_object(self, key): ...423 def echo(self, value: _Value) -> bytes: ...424 def flushall(self) -> bool: ...425 def flushdb(self) -> bool: ...426 def info(self, section: Optional[_Key] = ...) -> Mapping[str, Any]: ...427 def lastsave(self): ...428 def object(self, infotype, key): ...429 def ping(self) -> bool: ...430 def save(self) -> bool: ...431 def sentinel(self, *args): ...432 def sentinel_get_master_addr_by_name(self, service_name): ...433 def sentinel_master(self, service_name): ...434 def sentinel_masters(self): ...435 def sentinel_monitor(self, name, ip, port, quorum): ...436 def sentinel_remove(self, name): ...437 def sentinel_sentinels(self, service_name): ...438 def sentinel_set(self, name, option, value): ...439 def sentinel_slaves(self, service_name): ...440 def shutdown(self): ...441 def slaveof(self, host=..., port=...): ...442 def slowlog_get(self, num=...): ...443 def slowlog_len(self): ...444 def slowlog_reset(self): ...445 def time(self): ...446 def append(self, key, value): ...447 def bitcount(self, key: _Key, start: Optional[int] = ..., end: Optional[int] = ...) -> int: ...448 def bitop(self, operation, dest, *keys): ...449 def bitpos(self, key, bit, start=..., end=...): ...450 def decr(self, name, amount=...): ...451 def delete(self, *names: _Key) -> int: ...452 def __delitem__(self, _Key): ...453 def dump(self, name): ...454 def exists(self, *names: _Key) -> int: ...455 __contains__: Any456 def expire(self, name: _Key, time: Union[int, timedelta]) -> bool: ...457 def expireat(self, name, when): ...458 def get(self, name: _Key) -> Optional[_StrType]: ...459 def __getitem__(self, name): ...460 def getbit(self, name: _Key, offset: int) -> int: ...461 def getrange(self, key, start, end): ...462 def getset(self, name, value) -> Optional[_StrType]: ...463 def incr(self, name: _Key, amount: int = ...) -> int: ...464 def incrby(self, name: _Key, amount: int = ...) -> int: ...465 def incrbyfloat(self, name: _Key, amount: float = ...) -> float: ...466 def keys(self, pattern: _Key = ...) -> List[_StrType]: ...467 def mget(self, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> List[Optional[_StrType]]: ...468 def mset(self, mapping: Mapping[_Key, _Value]) -> Literal[True]: ...469 def msetnx(self, mapping: Mapping[_Key, _Value]) -> bool: ...470 def move(self, name: _Key, db: int) -> bool: ...471 def persist(self, name: _Key) -> bool: ...472 def pexpire(self, name: _Key, time: Union[int, timedelta]) -> Literal[1, 0]: ...473 def pexpireat(self, name: _Key, when: Union[int, datetime]) -> Literal[1, 0]: ...474 def psetex(self, name, time_ms, value): ...475 def pttl(self, name): ...476 def randomkey(self): ...477 def rename(self, src, dst): ...478 def renamenx(self, src, dst): ...479 def restore(self, name, ttl, value): ...480 def set(481 self,482 name: _Key,483 value: _Value,484 ex: Union[None, int, timedelta] = ...,485 px: Union[None, int, timedelta] = ...,486 nx: bool = ...,487 xx: bool = ...,488 keepttl: bool = ...,489 ) -> Optional[bool]: ...490 def __setitem__(self, name, value): ...491 def setbit(self, name: _Key, offset: int, value: int) -> int: ...492 def setex(self, name: _Key, time: Union[int, timedelta], value: _Value) -> bool: ...493 def setnx(self, name: _Key, value: _Value) -> bool: ...494 def setrange(self, name, offset, value): ...495 def strlen(self, name): ...496 def substr(self, name, start, end=...): ...497 def ttl(self, name: _Key) -> int: ...498 def type(self, name): ...499 def watch(self, *names): ...500 def unlink(self, *names: _Key) -> int: ...501 def unwatch(self): ...502 @overload503 def blpop(self, keys: Union[_Value, Iterable[_Value]], timeout: Literal[0] = ...) -> Tuple[_StrType, _StrType]: ...504 @overload505 def blpop(self, keys: Union[_Value, Iterable[_Value]], timeout: float) -> Optional[Tuple[_StrType, _StrType]]: ...506 @overload507 def brpop(self, keys: Union[_Value, Iterable[_Value]], timeout: Literal[0] = ...) -> Tuple[_StrType, _StrType]: ...508 @overload509 def brpop(self, keys: Union[_Value, Iterable[_Value]], timeout: float) -> Optional[Tuple[_StrType, _StrType]]: ...510 def brpoplpush(self, src, dst, timeout=...): ...511 def lindex(self, name: _Key, index: int) -> Optional[_StrType]: ...512 def linsert(513 self, name: _Key, where: Literal["BEFORE", "AFTER", "before", "after"], refvalue: _Value, value: _Value514 ) -> int: ...515 def llen(self, name: _Key) -> int: ...516 def lpop(self, name): ...517 def lpush(self, name: _Value, *values: _Value) -> int: ...518 def lpushx(self, name, value): ...519 def lrange(self, name: _Key, start: int, end: int) -> List[_StrType]: ...520 def lrem(self, name: _Key, count: int, value: _Value) -> int: ...521 def lset(self, name: _Key, index: int, value: _Value) -> bool: ...522 def ltrim(self, name: _Key, start: int, end: int) -> bool: ...523 def rpop(self, name): ...524 def rpoplpush(self, src, dst): ...525 def rpush(self, name: _Value, *values: _Value) -> int: ...526 def rpushx(self, name, value): ...527 @overload528 def sort(529 self,530 name: _Key,531 start: Optional[int] = ...,532 num: Optional[int] = ...,533 by: Optional[_Key] = ...,534 get: Optional[Union[_Key, Sequence[_Key]]] = ...,535 desc: bool = ...,536 alpha: bool = ...,537 store: None = ...,538 groups: bool = ...,539 ) -> List[_StrType]: ...540 @overload541 def sort(542 self,543 name: _Key,544 start: Optional[int] = ...,545 num: Optional[int] = ...,546 by: Optional[_Key] = ...,547 get: Optional[Union[_Key, Sequence[_Key]]] = ...,548 desc: bool = ...,549 alpha: bool = ...,550 *,551 store: _Key,552 groups: bool = ...,553 ) -> int: ...554 @overload555 def sort(556 self,557 name: _Key,558 start: Optional[int],559 num: Optional[int],560 by: Optional[_Key],561 get: Optional[Union[_Key, Sequence[_Key]]],562 desc: bool,563 alpha: bool,564 store: _Key,565 groups: bool = ...,566 ) -> int: ...567 def scan(self, cursor: int = ..., match: Optional[_Key] = ..., count: Optional[int] = ...) -> Tuple[int, List[_StrType]]: ...568 def scan_iter(self, match: Optional[Text] = ..., count: Optional[int] = ...) -> Iterator[_StrType]: ...569 def sscan(self, name: _Key, cursor: int = ..., match: Text = ..., count: int = ...) -> Tuple[int, List[_StrType]]: ...570 def sscan_iter(self, name, match=..., count=...): ...571 def hscan(572 self, name: _Key, cursor: int = ..., match: Text = ..., count: int = ...573 ) -> Tuple[int, Dict[_StrType, _StrType]]: ...574 def hscan_iter(self, name, match=..., count=...): ...575 def zscan(self, name, cursor=..., match=..., count=..., score_cast_func=...): ...576 def zscan_iter(self, name, match=..., count=..., score_cast_func=...): ...577 def sadd(self, name: _Key, *values: _Value) -> int: ...578 def scard(self, name: _Key) -> int: ...579 def sdiff(self, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Set[_Value]: ...580 def sdiffstore(self, dest: _Key, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> int: ...581 def sinter(self, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Set[_Value]: ...582 def sinterstore(self, dest: _Key, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> int: ...583 def sismember(self, name: _Key, value: _Value) -> bool: ...584 def smembers(self, name: _Key) -> Set[_StrType]: ...585 def smove(self, src: _Key, dst: _Key, value: _Value) -> bool: ...586 @overload587 def spop(self, name: _Key, count: None = ...) -> Optional[_Value]: ...588 @overload589 def spop(self, name: _Key, count: int) -> List[_Value]: ...590 @overload591 def srandmember(self, name: _Key, number: None = ...) -> Optional[_Value]: ...592 @overload593 def srandmember(self, name: _Key, number: int) -> List[_Value]: ...594 def srem(self, name: _Key, *values: _Value) -> int: ...595 def sunion(self, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Set[_Value]: ...596 def sunionstore(self, dest: _Key, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> int: ...597 def xack(self, name, groupname, *ids): ...598 def xadd(self, name, fields, id=..., maxlen=..., approximate=...): ...599 def xclaim(600 self, name, groupname, consumername, min_idle_time, message_ids, idle=..., time=..., retrycount=..., force=..., justid=...601 ): ...602 def xdel(self, name, *ids): ...603 def xgroup_create(self, name, groupname, id=..., mkstream=...): ...604 def xgroup_delconsumer(self, name, groupname, consumername): ...605 def xgroup_destroy(self, name, groupname): ...606 def xgroup_setid(self, name, groupname, id): ...607 def xinfo_consumers(self, name, groupname): ...608 def xinfo_groups(self, name): ...609 def xinfo_stream(self, name): ...610 def xlen(self, name: _Key) -> int: ...611 def xpending(self, name, groupname): ...612 def xpending_range(self, name, groupname, min, max, count, consumername=...): ...613 def xrange(self, name, min=..., max=..., count=...): ...614 def xread(self, streams, count=..., block=...): ...615 def xreadgroup(self, groupname, consumername, streams, count=..., block=..., noack=...): ...616 def xrevrange(self, name, max=..., min=..., count=...): ...617 def xtrim(self, name, maxlen, approximate=...): ...618 def zadd(619 self, name: _Key, mapping: Mapping[_Key, _Value], nx: bool = ..., xx: bool = ..., ch: bool = ..., incr: bool = ...620 ) -> int: ...621 def zcard(self, name: _Key) -> int: ...622 def zcount(self, name: _Key, min: _Value, max: _Value) -> int: ...623 def zincrby(self, name: _Key, amount: float, value: _Value) -> float: ...624 def zinterstore(self, dest: _Key, keys: Iterable[_Key], aggregate: Literal["SUM", "MIN", "MAX"] = ...) -> int: ...625 def zlexcount(self, name: _Key, min: _Value, max: _Value) -> int: ...626 def zpopmax(self, name: _Key, count: Optional[int] = ...) -> List[_StrType]: ...627 def zpopmin(self, name: _Key, count: Optional[int] = ...) -> List[_StrType]: ...628 @overload629 def bzpopmax(self, keys: Union[_Key, Iterable[_Key]], timeout: Literal[0] = ...) -> Tuple[_StrType, _StrType, float]: ...630 @overload631 def bzpopmax(self, keys: Union[_Key, Iterable[_Key]], timeout: float) -> Optional[Tuple[_StrType, _StrType, float]]: ...632 @overload633 def bzpopmin(self, keys: Union[_Key, Iterable[_Key]], timeout: Literal[0] = ...) -> Tuple[_StrType, _StrType, float]: ...634 @overload635 def bzpopmin(self, keys: Union[_Key, Iterable[_Key]], timeout: float) -> Optional[Tuple[_StrType, _StrType, float]]: ...636 @overload637 def zrange(638 self,639 name: _Key,640 start: int,641 end: int,642 desc: bool = ...,643 *,644 withscores: Literal[True],645 score_cast_func: Callable[[float], _ScoreCastFuncReturn] = ...,646 ) -> List[Tuple[_StrType, _ScoreCastFuncReturn]]: ...647 @overload648 def zrange(649 self,650 name: _Key,651 start: int,652 end: int,653 desc: bool = ...,654 withscores: bool = ...,655 score_cast_func: Callable[[Any], Any] = ...,656 ) -> List[_StrType]: ...657 def zrangebylex(658 self, name: _Key, min: _Value, max: _Value, start: Optional[int] = ..., num: Optional[int] = ...659 ) -> List[_StrType]: ...660 @overload661 def zrangebyscore(662 self,663 name: _Key,664 min: _Value,665 max: _Value,666 start: Optional[int] = ...,667 num: Optional[int] = ...,668 *,669 withscores: Literal[True],670 score_cast_func: Callable[[float], _ScoreCastFuncReturn] = ...,671 ) -> List[Tuple[_StrType, _ScoreCastFuncReturn]]: ...672 @overload673 def zrangebyscore(674 self,675 name: _Key,676 min: _Value,677 max: _Value,678 start: Optional[int] = ...,679 num: Optional[int] = ...,680 withscores: bool = ...,681 score_cast_func: Callable[[Any], Any] = ...,682 ) -> List[_StrType]: ...683 def zrank(self, name: _Key, value: _Value) -> Optional[int]: ...684 def zrem(self, name: _Key, *values: _Value) -> int: ...685 def zremrangebylex(self, name: _Key, min: _Value, max: _Value) -> int: ...686 def zremrangebyrank(self, name: _Key, min: int, max: int) -> int: ...687 def zremrangebyscore(self, name: _Key, min: _Value, max: _Value) -> int: ...688 @overload689 def zrevrange(690 self,691 name: _Key,692 start: int,693 end: int,694 desc: bool = ...,695 *,696 withscores: Literal[True],697 score_cast_func: Callable[[float], _ScoreCastFuncReturn] = ...,698 ) -> List[Tuple[_StrType, _ScoreCastFuncReturn]]: ...699 @overload700 def zrevrange(701 self,702 name: _Key,703 start: int,704 end: int,705 desc: bool = ...,706 withscores: bool = ...,707 score_cast_func: Callable[[Any], Any] = ...,708 ) -> List[_StrType]: ...709 @overload710 def zrevrangebyscore(711 self,712 name: _Key,713 min: _Value,714 max: _Value,715 start: Optional[int] = ...,716 num: Optional[int] = ...,717 *,718 withscores: Literal[True],719 score_cast_func: Callable[[float], _ScoreCastFuncReturn] = ...,720 ) -> List[Tuple[_StrType, _ScoreCastFuncReturn]]: ...721 @overload722 def zrevrangebyscore(723 self,724 name: _Key,725 min: _Value,726 max: _Value,727 start: Optional[int] = ...,728 num: Optional[int] = ...,729 withscores: bool = ...,730 score_cast_func: Callable[[Any], Any] = ...,731 ) -> List[_StrType]: ...732 def zrevrangebylex(733 self, name: _Key, min: _Value, max: _Value, start: Optional[int] = ..., num: Optional[int] = ...734 ) -> List[_StrType]: ...735 def zrevrank(self, name: _Key, value: _Value) -> Optional[int]: ...736 def zscore(self, name: _Key, value: _Value) -> Optional[float]: ...737 def zunionstore(self, dest: _Key, keys: Iterable[_Key], aggregate: Literal["SUM", "MIN", "MAX"] = ...) -> int: ...738 def pfadd(self, name: _Key, *values: _Value) -> int: ...739 def pfcount(self, name: _Key) -> int: ...740 def pfmerge(self, dest: _Key, *sources: _Key) -> bool: ...741 def hdel(self, name: _Key, *keys: _Key) -> int: ...742 def hexists(self, name: _Key, key: _Key) -> bool: ...743 def hget(self, name: _Key, key: _Key) -> Optional[_StrType]: ...744 def hgetall(self, name: _Key) -> Dict[_StrType, _StrType]: ...745 def hincrby(self, name: _Key, key: _Key, amount: int = ...) -> int: ...746 def hincrbyfloat(self, name: _Key, key: _Key, amount: float = ...) -> float: ...747 def hkeys(self, name: _Key) -> List[_StrType]: ...748 def hlen(self, name: _Key) -> int: ...749 @overload750 def hset(self, name: _Key, key: _Key, value: _Value, mapping: Optional[Mapping[_Key, _Value]] = ...) -> int: ...751 @overload752 def hset(self, name: _Key, key: None, value: None, mapping: Mapping[_Key, _Value]) -> int: ...753 @overload754 def hset(self, name: _Key, *, mapping: Mapping[_Key, _Value]) -> int: ...755 def hsetnx(self, name: _Key, key: _Key, value: _Value) -> int: ...756 def hmset(self, name: _Key, mapping: Mapping[_Key, _Value]) -> bool: ...757 def hmget(self, name: _Key, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> List[Optional[_StrType]]: ...758 def hvals(self, name: _Key) -> List[_StrType]: ...759 def publish(self, channel: _Key, message: _Key) -> int: ...760 def eval(self, script, numkeys, *keys_and_args): ...761 def evalsha(self, sha, numkeys, *keys_and_args): ...762 def script_exists(self, *args): ...763 def script_flush(self): ...764 def script_kill(self): ...765 def script_load(self, script): ...766 def register_script(self, script: Union[Text, _StrType]) -> Script: ...767 def pubsub_channels(self, pattern: _Key = ...) -> List[Text]: ...768 def pubsub_numsub(self, *args: _Key) -> List[Tuple[Text, int]]: ...769 def pubsub_numpat(self) -> int: ...770 def monitor(self) -> Monitor: ...771 def cluster(self, cluster_arg: str, *args: Any) -> Any: ...772 def __enter__(self) -> Redis[_StrType]: ...773 def __exit__(self, exc_type, exc_value, traceback): ...774 def __del__(self) -> None: ...775 def close(self) -> None: ...776 def client(self) -> Redis[_StrType]: ...777StrictRedis = Redis778class PubSub:779 PUBLISH_MESSAGE_TYPES: Any780 UNSUBSCRIBE_MESSAGE_TYPES: Any781 connection_pool: Any782 shard_hint: Any783 ignore_subscribe_messages: Any784 connection: Any785 encoding: Any786 encoding_errors: Any787 decode_responses: Any788 def __init__(self, connection_pool, shard_hint=..., ignore_subscribe_messages=...) -> None: ...789 def __del__(self): ...790 channels: Any791 patterns: Any792 def reset(self): ...793 def close(self) -> None: ...794 def on_connect(self, connection): ...795 def encode(self, value): ...796 @property797 def subscribed(self): ...798 def execute_command(self, *args, **kwargs): ...799 def parse_response(self, block=...): ...800 def psubscribe(self, *args: _Key, **kwargs: Callable[[Any], None]): ...801 def punsubscribe(self, *args: _Key) -> None: ...802 def subscribe(self, *args: _Key, **kwargs: Callable[[Any], None]) -> None: ...803 def unsubscribe(self, *args: _Key) -> None: ...804 def listen(self): ...805 def get_message(self, ignore_subscribe_messages: bool = ..., timeout: float = ...) -> Optional[Dict[str, Any]]: ...806 def handle_message(self, response, ignore_subscribe_messages: bool = ...) -> Optional[Dict[str, Any]]: ...807 def run_in_thread(self, sleep_time=...): ...808 def ping(self, message: Optional[_Value] = ...) -> None: ...809class Pipeline(Redis[_StrType], Generic[_StrType]):810 UNWATCH_COMMANDS: Any811 connection_pool: Any812 connection: Any813 response_callbacks: Any814 transaction: bool815 shard_hint: Any816 watching: bool817 command_stack: Any818 scripts: Any819 explicit_transaction: Any820 def __init__(self, connection_pool, response_callbacks, transaction, shard_hint) -> None: ...821 def __enter__(self) -> Pipeline[_StrType]: ... # type: ignore [override]822 def __exit__(self, exc_type, exc_value, traceback) -> None: ...823 def __del__(self) -> None: ...824 def __len__(self) -> int: ...825 def __bool__(self) -> bool: ...826 def reset(self) -> None: ...827 def multi(self) -> None: ...828 def execute_command(self, *args, **options): ...829 def immediate_execute_command(self, *args, **options): ...830 def pipeline_execute_command(self, *args, **options): ...831 def raise_first_error(self, commands, response): ...832 def annotate_exception(self, exception, number, command): ...833 def parse_response(self, connection, command_name, **options): ...834 def load_scripts(self): ...835 def execute(self, raise_on_error: bool = ...) -> List[Any]: ...836 def watch(self, *names: _Key) -> bool: ...837 def unwatch(self) -> bool: ...838 # in the Redis implementation, the following methods are inherited from client.839 def set_response_callback(self, command, callback): ...840 def pipeline(self, transaction: bool = ..., shard_hint: Any = ...) -> Pipeline[_StrType]: ... # type: ignore [override]841 def lock(self, name, timeout=..., sleep=..., blocking_timeout=..., lock_class=..., thread_local=...): ...842 def pubsub(self, shard_hint: Any = ..., ignore_subscribe_messages: bool = ...) -> PubSub: ...843 def acl_cat(self, category: Optional[Text] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]844 def acl_deluser(self, username: Text) -> Pipeline[_StrType]: ... # type: ignore [override]845 def acl_genpass(self) -> Pipeline[_StrType]: ... # type: ignore [override]846 def acl_getuser(self, username: Text) -> Pipeline[_StrType]: ... # type: ignore [override]847 def acl_list(self) -> Pipeline[_StrType]: ... # type: ignore [override]848 def acl_load(self) -> Pipeline[_StrType]: ... # type: ignore [override]849 def acl_setuser( # type: ignore [override]850 self,851 username: Text = ...,852 enabled: bool = ...,853 nopass: bool = ...,854 passwords: Optional[Sequence[Text]] = ...,855 hashed_passwords: Optional[Sequence[Text]] = ...,856 categories: Optional[Sequence[Text]] = ...,857 commands: Optional[Sequence[Text]] = ...,858 keys: Optional[Sequence[Text]] = ...,859 reset: bool = ...,860 reset_keys: bool = ...,861 reset_passwords: bool = ...,862 ) -> Pipeline[_StrType]: ...863 def acl_users(self) -> Pipeline[_StrType]: ... # type: ignore [override]864 def acl_whoami(self) -> Pipeline[_StrType]: ... # type: ignore [override]865 def bgrewriteaof(self) -> Pipeline[_StrType]: ... # type: ignore [override]866 def bgsave(self) -> Pipeline[_StrType]: ... # type: ignore [override]867 def client_id(self) -> Pipeline[_StrType]: ... # type: ignore [override]868 def client_kill(self, address: Text) -> Pipeline[_StrType]: ... # type: ignore [override]869 def client_list(self) -> Pipeline[_StrType]: ... # type: ignore [override]870 def client_getname(self) -> Pipeline[_StrType]: ... # type: ignore [override]871 def client_setname(self, name: Text) -> Pipeline[_StrType]: ... # type: ignore [override]872 def readwrite(self) -> Pipeline[_StrType]: ... # type: ignore [override]873 def readonly(self) -> Pipeline[_StrType]: ... # type: ignore [override]874 def config_get(self, pattern=...) -> Pipeline[_StrType]: ... # type: ignore [override]875 def config_set(self, name, value) -> Pipeline[_StrType]: ... # type: ignore [override]876 def config_resetstat(self) -> Pipeline[_StrType]: ... # type: ignore [override]877 def config_rewrite(self) -> Pipeline[_StrType]: ... # type: ignore [override]878 def dbsize(self) -> Pipeline[_StrType]: ... # type: ignore [override]879 def debug_object(self, key) -> Pipeline[_StrType]: ... # type: ignore [override]880 def echo(self, value) -> Pipeline[_StrType]: ... # type: ignore [override]881 def flushall(self) -> Pipeline[_StrType]: ... # type: ignore [override]882 def flushdb(self) -> Pipeline[_StrType]: ... # type: ignore [override]883 def info(self, section: Optional[_Key] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]884 def lastsave(self) -> Pipeline[_StrType]: ... # type: ignore [override]885 def object(self, infotype, key) -> Pipeline[_StrType]: ... # type: ignore [override]886 def ping(self) -> Pipeline[_StrType]: ... # type: ignore [override]887 def save(self) -> Pipeline[_StrType]: ... # type: ignore [override]888 def sentinel(self, *args) -> None: ...889 def sentinel_get_master_addr_by_name(self, service_name) -> Pipeline[_StrType]: ... # type: ignore [override]890 def sentinel_master(self, service_name) -> Pipeline[_StrType]: ... # type: ignore [override]891 def sentinel_masters(self) -> Pipeline[_StrType]: ... # type: ignore [override]892 def sentinel_monitor(self, name, ip, port, quorum) -> Pipeline[_StrType]: ... # type: ignore [override]893 def sentinel_remove(self, name) -> Pipeline[_StrType]: ... # type: ignore [override]894 def sentinel_sentinels(self, service_name) -> Pipeline[_StrType]: ... # type: ignore [override]895 def sentinel_set(self, name, option, value) -> Pipeline[_StrType]: ... # type: ignore [override]896 def sentinel_slaves(self, service_name) -> Pipeline[_StrType]: ... # type: ignore [override]897 def shutdown(self) -> None: ...898 def slaveof(self, host=..., port=...) -> Pipeline[_StrType]: ... # type: ignore [override]899 def slowlog_get(self, num=...) -> Pipeline[_StrType]: ... # type: ignore [override]900 def slowlog_len(self) -> Pipeline[_StrType]: ... # type: ignore [override]901 def slowlog_reset(self) -> Pipeline[_StrType]: ... # type: ignore [override]902 def time(self) -> Pipeline[_StrType]: ... # type: ignore [override]903 def append(self, key, value) -> Pipeline[_StrType]: ... # type: ignore [override]904 def bitcount(self, key: _Key, start: Optional[int] = ..., end: Optional[int] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]905 def bitop(self, operation, dest, *keys) -> Pipeline[_StrType]: ... # type: ignore [override]906 def bitpos(self, key, bit, start=..., end=...) -> Pipeline[_StrType]: ... # type: ignore [override]907 def decr(self, name, amount=...) -> Pipeline[_StrType]: ... # type: ignore [override]908 def delete(self, *names: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]909 def __delitem__(self, _Key) -> None: ...910 def dump(self, name) -> Pipeline[_StrType]: ... # type: ignore [override]911 def exists(self, *names: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]912 def __contains__(self, *names: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]913 def expire(self, name: _Key, time: Union[int, timedelta]) -> Pipeline[_StrType]: ... # type: ignore [override]914 def expireat(self, name, when) -> Pipeline[_StrType]: ... # type: ignore [override]915 def get(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]916 def __getitem__(self, name) -> Pipeline[_StrType]: ... # type: ignore [override]917 def getbit(self, name: _Key, offset: int) -> Pipeline[_StrType]: ... # type: ignore [override]918 def getrange(self, key, start, end) -> Pipeline[_StrType]: ... # type: ignore [override]919 def getset(self, name, value) -> Pipeline[_StrType]: ... # type: ignore [override]920 def incr(self, name, amount=...) -> Pipeline[_StrType]: ... # type: ignore [override]921 def incrby(self, name, amount=...) -> Pipeline[_StrType]: ... # type: ignore [override]922 def incrbyfloat(self, name, amount=...) -> Pipeline[_StrType]: ... # type: ignore [override]923 def keys(self, pattern: _Key = ...) -> Pipeline[_StrType]: ... # type: ignore [override]924 def mget(self, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]925 def mset(self, mapping: Mapping[_Key, _Value]) -> Pipeline[_StrType]: ... # type: ignore [override]926 def msetnx(self, mapping: Mapping[_Key, _Value]) -> Pipeline[_StrType]: ... # type: ignore [override]927 def move(self, name: _Key, db: int) -> Pipeline[_StrType]: ... # type: ignore [override]928 def persist(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]929 def pexpire(self, name: _Key, time: Union[int, timedelta]) -> Pipeline[_StrType]: ... # type: ignore [override]930 def pexpireat(self, name: _Key, when: Union[int, datetime]) -> Pipeline[_StrType]: ... # type: ignore [override]931 def psetex(self, name, time_ms, value) -> Pipeline[_StrType]: ... # type: ignore [override]932 def pttl(self, name) -> Pipeline[_StrType]: ... # type: ignore [override]933 def randomkey(self) -> Pipeline[_StrType]: ... # type: ignore [override]934 def rename(self, src, dst) -> Pipeline[_StrType]: ... # type: ignore [override]935 def renamenx(self, src, dst) -> Pipeline[_StrType]: ... # type: ignore [override]936 def restore(self, name, ttl, value) -> Pipeline[_StrType]: ... # type: ignore [override]937 def set( # type: ignore [override]938 self,939 name: _Key,940 value: _Value,941 ex: Union[None, int, timedelta] = ...,942 px: Union[None, int, timedelta] = ...,943 nx: bool = ...,944 xx: bool = ...,945 keepttl: bool = ...,946 ) -> Pipeline[_StrType]: ...947 def __setitem__(self, name, value) -> None: ...948 def setbit(self, name: _Key, offset: int, value: int) -> Pipeline[_StrType]: ... # type: ignore [override]949 def setex(self, name: _Key, time: Union[int, timedelta], value: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]950 def setnx(self, name, value) -> Pipeline[_StrType]: ... # type: ignore [override]951 def setrange(self, name, offset, value) -> Pipeline[_StrType]: ... # type: ignore [override]952 def strlen(self, name) -> Pipeline[_StrType]: ... # type: ignore [override]953 def substr(self, name, start, end=...) -> Pipeline[_StrType]: ... # type: ignore [override]954 def ttl(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]955 def type(self, name) -> Pipeline[_StrType]: ... # type: ignore [override]956 def unlink(self, *names: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]957 def blpop(self, keys: Union[_Value, Iterable[_Value]], timeout: float = ...) -> Pipeline[_StrType]: ... # type: ignore [override]958 def brpop(self, keys: Union[_Value, Iterable[_Value]], timeout: float = ...) -> Pipeline[_StrType]: ... # type: ignore [override]959 def brpoplpush(self, src, dst, timeout=...) -> Pipeline[_StrType]: ... # type: ignore [override]960 def lindex(self, name: _Key, index: int) -> Pipeline[_StrType]: ... # type: ignore [override]961 def linsert( # type: ignore [override]962 self, name: _Key, where: Literal["BEFORE", "AFTER", "before", "after"], refvalue: _Value, value: _Value963 ) -> Pipeline[_StrType]: ...964 def llen(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]965 def lpop(self, name) -> Pipeline[_StrType]: ... # type: ignore [override]966 def lpush(self, name: _Value, *values: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]967 def lpushx(self, name, value) -> Pipeline[_StrType]: ... # type: ignore [override]968 def lrange(self, name: _Key, start: int, end: int) -> Pipeline[_StrType]: ... # type: ignore [override]969 def lrem(self, name: _Key, count: int, value: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]970 def lset(self, name: _Key, index: int, value: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]971 def ltrim(self, name: _Key, start: int, end: int) -> Pipeline[_StrType]: ... # type: ignore [override]972 def rpop(self, name) -> Pipeline[_StrType]: ... # type: ignore [override]973 def rpoplpush(self, src, dst) -> Pipeline[_StrType]: ... # type: ignore [override]974 def rpush(self, name: _Value, *values: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]975 def rpushx(self, name, value) -> Pipeline[_StrType]: ... # type: ignore [override]976 def sort( # type: ignore [override]977 self,978 name: _Key,979 start: Optional[int] = ...,980 num: Optional[int] = ...,981 by: Optional[_Key] = ...,982 get: Optional[Union[_Key, Sequence[_Key]]] = ...,983 desc: bool = ...,984 alpha: bool = ...,985 store: Optional[_Key] = ...,986 groups: bool = ...,987 ) -> Pipeline[_StrType]: ...988 def scan(self, cursor: int = ..., match: Optional[_Key] = ..., count: Optional[int] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]989 def scan_iter(self, match: Optional[Text] = ..., count: Optional[int] = ...) -> Iterator[Any]: ...990 def sscan(self, name: _Key, cursor: int = ..., match: Text = ..., count: int = ...) -> Pipeline[_StrType]: ... # type: ignore [override]991 def sscan_iter(self, name, match=..., count=...) -> Iterator[Any]: ...992 def hscan(self, name: _Key, cursor: int = ..., match: Text = ..., count: int = ...) -> Pipeline[_StrType]: ... # type: ignore [override]993 def hscan_iter(self, name, match=..., count=...) -> Iterator[Any]: ...994 def zscan(self, name, cursor=..., match=..., count=..., score_cast_func=...) -> Pipeline[_StrType]: ... # type: ignore [override]995 def zscan_iter(self, name, match=..., count=..., score_cast_func=...) -> Iterator[Any]: ...996 def sadd(self, name: _Key, *values: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]997 def scard(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]998 def sdiff(self, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]999 def sdiffstore(self, dest: _Key, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1000 def sinter(self, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1001 def sinterstore(self, dest: _Key, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1002 def sismember(self, name: _Key, value: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1003 def smembers(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1004 def smove(self, src: _Key, dst: _Key, value: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1005 def spop(self, name: _Key, count: Optional[int] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1006 def srandmember(self, name: _Key, number: Optional[int] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1007 def srem(self, name: _Key, *values: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1008 def sunion(self, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1009 def sunionstore(self, dest: _Key, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1010 def xack(self, name, groupname, *ids) -> Pipeline[_StrType]: ... # type: ignore [override]1011 def xadd(self, name, fields, id=..., maxlen=..., approximate=...) -> Pipeline[_StrType]: ... # type: ignore [override]1012 def xclaim(1013 self, name, groupname, consumername, min_idle_time, message_ids, idle=..., time=..., retrycount=..., force=..., justid=...1014 ) -> Pipeline[_StrType]: ... # type: ignore [override]1015 def xdel(self, name, *ids) -> Pipeline[_StrType]: ... # type: ignore [override]1016 def xgroup_create(self, name, groupname, id=..., mkstream=...) -> Pipeline[_StrType]: ... # type: ignore [override]1017 def xgroup_delconsumer(self, name, groupname, consumername) -> Pipeline[_StrType]: ... # type: ignore [override]1018 def xgroup_destroy(self, name, groupname) -> Pipeline[_StrType]: ... # type: ignore [override]1019 def xgroup_setid(self, name, groupname, id) -> Pipeline[_StrType]: ... # type: ignore [override]1020 def xinfo_consumers(self, name, groupname) -> Pipeline[_StrType]: ... # type: ignore [override]1021 def xinfo_groups(self, name) -> Pipeline[_StrType]: ... # type: ignore [override]1022 def xinfo_stream(self, name) -> Pipeline[_StrType]: ... # type: ignore [override]1023 def xlen(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1024 def xpending(self, name, groupname) -> Pipeline[_StrType]: ... # type: ignore [override]1025 def xpending_range(self, name, groupname, min, max, count, consumername=...) -> Pipeline[_StrType]: ... # type: ignore [override]1026 def xrange(self, name, min=..., max=..., count=...) -> Pipeline[_StrType]: ... # type: ignore [override]1027 def xread(self, streams, count=..., block=...) -> Pipeline[_StrType]: ... # type: ignore [override]1028 def xreadgroup(self, groupname, consumername, streams, count=..., block=..., noack=...) -> Pipeline[_StrType]: ... # type: ignore [override]1029 def xrevrange(self, name, max=..., min=..., count=...) -> Pipeline[_StrType]: ... # type: ignore [override]1030 def xtrim(self, name, maxlen, approximate=...) -> Pipeline[_StrType]: ... # type: ignore [override]1031 def zadd( # type: ignore [override]1032 self, name: _Key, mapping: Mapping[_Key, _Value], nx: bool = ..., xx: bool = ..., ch: bool = ..., incr: bool = ...1033 ) -> Pipeline[_StrType]: ...1034 def zcard(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1035 def zcount(self, name: _Key, min: _Value, max: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1036 def zincrby(self, name: _Key, amount: float, value: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1037 def zinterstore(self, dest: _Key, keys: Iterable[_Key], aggregate: Literal["SUM", "MIN", "MAX"] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1038 def zlexcount(self, name: _Key, min: _Value, max: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1039 def zpopmax(self, name: _Key, count: Optional[int] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1040 def zpopmin(self, name: _Key, count: Optional[int] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1041 def bzpopmax(self, keys: Union[_Key, Iterable[_Key]], timeout: float = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1042 def bzpopmin(self, keys: Union[_Key, Iterable[_Key]], timeout: float = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1043 def zrange( # type: ignore [override]1044 self,1045 name: _Key,1046 start: int,1047 end: int,1048 desc: bool = ...,1049 withscores: bool = ...,1050 score_cast_func: Callable[[Any], Any] = ...,1051 ) -> Pipeline[_StrType]: ...1052 def zrangebylex(self, name: _Key, min: _Value, max: _Value, start: Optional[int] = ..., num: Optional[int] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1053 def zrangebyscore( # type: ignore [override]1054 self,1055 name: _Key,1056 min: _Value,1057 max: _Value,1058 start: Optional[int] = ...,1059 num: Optional[int] = ...,1060 withscores: bool = ...,1061 score_cast_func: Callable[[Any], Any] = ...,1062 ) -> Pipeline[_StrType]: ...1063 def zrank(self, name: _Key, value: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1064 def zrem(self, name: _Key, *values: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1065 def zremrangebylex(self, name: _Key, min: _Value, max: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1066 def zremrangebyrank(self, name: _Key, min: _Value, max: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1067 def zremrangebyscore(self, name: _Key, min: _Value, max: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1068 def zrevrange( # type: ignore [override]1069 self,1070 name: _Key,1071 start: int,1072 end: int,1073 desc: bool = ...,1074 withscores: bool = ...,1075 score_cast_func: Callable[[Any], Any] = ...,1076 ) -> Pipeline[_StrType]: ...1077 def zrevrangebyscore( # type: ignore [override]1078 self,1079 name: _Key,1080 min: _Value,1081 max: _Value,1082 start: Optional[int] = ...,1083 num: Optional[int] = ...,1084 withscores: bool = ...,1085 score_cast_func: Callable[[Any], Any] = ...,1086 ) -> Pipeline[_StrType]: ...1087 def zrevrangebylex( # type: ignore [override]1088 self, name: _Key, min: _Value, max: _Value, start: Optional[int] = ..., num: Optional[int] = ...1089 ) -> Pipeline[_StrType]: ...1090 def zrevrank(self, name: _Key, value: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1091 def zscore(self, name: _Key, value: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1092 def zunionstore(self, dest: _Key, keys: Iterable[_Key], aggregate: Literal["SUM", "MIN", "MAX"] = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1093 def pfadd(self, name: _Key, *values: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1094 def pfcount(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1095 def pfmerge(self, dest: _Key, *sources: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1096 def hdel(self, name: _Key, *keys: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1097 def hexists(self, name: _Key, key: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1098 def hget(self, name: _Key, key: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1099 def hgetall(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1100 def hincrby(self, name: _Key, key: _Key, amount: int = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1101 def hincrbyfloat(self, name: _Key, key: _Key, amount: float = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1102 def hkeys(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1103 def hlen(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1104 @overload # type: ignore [override]1105 def hset(1106 self, name: _Key, key: _Key, value: _Value, mapping: Optional[Mapping[_Key, _Value]] = ...1107 ) -> Pipeline[_StrType]: ...1108 @overload # type: ignore [override]1109 def hset(self, name: _Key, key: None, value: None, mapping: Mapping[_Key, _Value]) -> Pipeline[_StrType]: ...1110 @overload # type: ignore [override]1111 def hset(self, name: _Key, *, mapping: Mapping[_Key, _Value]) -> Pipeline[_StrType]: ...1112 def hsetnx(self, name: _Key, key: _Key, value: _Value) -> Pipeline[_StrType]: ... # type: ignore [override]1113 def hmset(self, name: _Key, mapping: Mapping[_Key, _Value]) -> Pipeline[_StrType]: ... # type: ignore [override]1114 def hmget(self, name: _Key, keys: Union[_Key, Iterable[_Key]], *args: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1115 def hvals(self, name: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1116 def publish(self, channel: _Key, message: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1117 def eval(self, script, numkeys, *keys_and_args) -> Pipeline[_StrType]: ... # type: ignore [override]1118 def evalsha(self, sha, numkeys, *keys_and_args) -> Pipeline[_StrType]: ... # type: ignore [override]1119 def script_exists(self, *args) -> Pipeline[_StrType]: ... # type: ignore [override]1120 def script_flush(self) -> Pipeline[_StrType]: ... # type: ignore [override]1121 def script_kill(self) -> Pipeline[_StrType]: ... # type: ignore [override]1122 def script_load(self, script) -> Pipeline[_StrType]: ... # type: ignore [override]1123 def register_script(self, script: Union[Text, _StrType]) -> Script: ...1124 def pubsub_channels(self, pattern: _Key = ...) -> Pipeline[_StrType]: ... # type: ignore [override]1125 def pubsub_numsub(self, *args: _Key) -> Pipeline[_StrType]: ... # type: ignore [override]1126 def pubsub_numpat(self) -> Pipeline[_StrType]: ... # type: ignore [override]1127 def monitor(self) -> Monitor: ...1128 def cluster(self, cluster_arg: str, *args: Any) -> Pipeline[_StrType]: ... # type: ignore [override]1129 def client(self) -> Any: ...1130class Script:1131 registered_client: Any1132 script: Any1133 sha: Any1134 def __init__(self, registered_client, script) -> None: ...1135 def __call__(self, keys=..., args=..., client=...): ...1136class Monitor(object):1137 def __init__(self, connection_pool) -> None: ...1138 def __enter__(self) -> Monitor: ...1139 def __exit__(self, *args: Any) -> None: ...1140 def next_command(self) -> Dict[Text, Any]: ......

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transformed_distribution.py

Source:transformed_distribution.py Github

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...242 bijector = bijectors.Identity(validate_args=validate_args)243 # We will keep track of a static and dynamic version of244 # self._is_{batch,event}_override. This way we can do more prior to graph245 # execution, including possibly raising Python exceptions.246 self._override_batch_shape = self._maybe_validate_shape_override(247 batch_shape, distribution.is_scalar_batch(), validate_args,248 "batch_shape")249 self._is_batch_override = _logical_not(_logical_equal(250 _ndims_from_shape(self._override_batch_shape), self._zero))251 self._is_maybe_batch_override = bool(252 tensor_util.constant_value(self._override_batch_shape) is None or253 tensor_util.constant_value(self._override_batch_shape))254 self._override_event_shape = self._maybe_validate_shape_override(255 event_shape, distribution.is_scalar_event(), validate_args,256 "event_shape")257 self._is_event_override = _logical_not(_logical_equal(258 _ndims_from_shape(self._override_event_shape), self._zero))259 self._is_maybe_event_override = bool(260 tensor_util.constant_value(self._override_event_shape) is None or261 tensor_util.constant_value(self._override_event_shape))262 # To convert a scalar distribution into a multivariate distribution we263 # will draw dims from the sample dims, which are otherwise iid. This is264 # easy to do except in the case that the base distribution has batch dims265 # and we're overriding event shape. When that case happens the event dims266 # will incorrectly be to the left of the batch dims. In this case we'll267 # cyclically permute left the new dims.268 self._needs_rotation = _logical_and(269 self._is_event_override,270 _logical_not(self._is_batch_override),271 _logical_not(distribution.is_scalar_batch()))272 override_event_ndims = _ndims_from_shape(self._override_event_shape)273 self._rotate_ndims = _pick_scalar_condition(274 self._needs_rotation, override_event_ndims, 0)275 # We'll be reducing the head dims (if at all), i.e., this will be []276 # if we don't need to reduce.277 self._reduce_event_indices = math_ops.range(278 self._rotate_ndims - override_event_ndims, self._rotate_ndims)279 self._distribution = distribution280 self._bijector = bijector281 super(TransformedDistribution, self).__init__(282 dtype=self._distribution.dtype,283 is_continuous=self._distribution.is_continuous,284 is_reparameterized=self._distribution.is_reparameterized,285 validate_args=validate_args,286 allow_nan_stats=self._distribution.allow_nan_stats,287 parameters=parameters,288 # We let TransformedDistribution access _graph_parents since this class289 # is more like a baseclass than derived.290 graph_parents=(distribution._graph_parents + # pylint: disable=protected-access291 bijector.graph_parents),292 name=name)293 @property294 def distribution(self):295 """Base distribution, p(x)."""296 return self._distribution297 @property298 def bijector(self):299 """Function transforming x => y."""300 return self._bijector301 def _event_shape(self):302 return self.bijector.forward_event_shape(distribution_util.pick_vector(303 self._is_event_override,304 self._override_event_shape,305 self.distribution.event_shape()))306 def _get_event_shape(self):307 static_override = tensor_util.constant_value(self._override_event_shape)308 return self.bijector.get_forward_event_shape(309 self.distribution.get_event_shape()310 if static_override is not None and not static_override311 else tensor_shape.TensorShape(static_override))312 def _batch_shape(self):313 return distribution_util.pick_vector(314 self._is_batch_override,315 self._override_batch_shape,316 self.distribution.batch_shape())317 def _get_batch_shape(self):318 static_override = tensor_util.constant_value(self._override_batch_shape)319 if static_override is not None and not static_override:320 return self.distribution.get_batch_shape()321 return tensor_shape.TensorShape(static_override)322 @distribution_util.AppendDocstring(323 """Samples from the base distribution and then passes through324 the bijector's forward transform.""",325 condition_kwargs_dict=_condition_kwargs_dict)326 def _sample_n(self, n, seed=None,327 bijector_kwargs=None, distribution_kwargs=None):328 bijector_kwargs = bijector_kwargs or {}329 distribution_kwargs = distribution_kwargs or {}330 sample_shape = _concat_vectors(331 distribution_util.pick_vector(self._needs_rotation, self._empty, [n]),332 self._override_batch_shape,333 self._override_event_shape,334 distribution_util.pick_vector(self._needs_rotation, [n], self._empty))335 x = self.distribution.sample(sample_shape=sample_shape, seed=seed,336 **distribution_kwargs)337 x = self._maybe_rotate_dims(x)338 return self.bijector.forward(x, **bijector_kwargs)339 @distribution_util.AppendDocstring(340 """Implements `(log o p o g^{-1})(y) + (log o abs o det o J o g^{-1})(y)`,341 where `g^{-1}` is the inverse of `transform`.342 Also raises a `ValueError` if `inverse` was not provided to the343 distribution and `y` was not returned from `sample`.""",344 condition_kwargs_dict=_condition_kwargs_dict)345 def _log_prob(self, y, bijector_kwargs=None, distribution_kwargs=None):346 bijector_kwargs = bijector_kwargs or {}347 distribution_kwargs = distribution_kwargs or {}348 x, ildj = self.bijector.inverse_and_inverse_log_det_jacobian(349 y, **bijector_kwargs)350 x = self._maybe_rotate_dims(x, rotate_right=True)351 log_prob = self.distribution.log_prob(x, **distribution_kwargs)352 if self._is_maybe_event_override:353 log_prob = math_ops.reduce_sum(log_prob, self._reduce_event_indices)354 return ildj + log_prob355 @distribution_util.AppendDocstring(356 """Implements `p(g^{-1}(y)) det|J(g^{-1}(y))|`, where `g^{-1}` is the357 inverse of `transform`.358 Also raises a `ValueError` if `inverse` was not provided to the359 distribution and `y` was not returned from `sample`.""",360 condition_kwargs_dict=_condition_kwargs_dict)361 def _prob(self, y, bijector_kwargs=None, distribution_kwargs=None):362 bijector_kwargs = bijector_kwargs or {}363 distribution_kwargs = distribution_kwargs or {}364 x, ildj = self.bijector.inverse_and_inverse_log_det_jacobian(365 y, **bijector_kwargs)366 x = self._maybe_rotate_dims(x, rotate_right=True)367 prob = self.distribution.prob(x, **distribution_kwargs)368 if self._is_maybe_event_override:369 prob = math_ops.reduce_prod(prob, self._reduce_event_indices)370 return math_ops.exp(ildj) * prob371 @distribution_util.AppendDocstring(372 condition_kwargs_dict=_condition_kwargs_dict)373 def _log_cdf(self, y, bijector_kwargs=None, distribution_kwargs=None):374 if self._is_maybe_event_override:375 raise NotImplementedError("log_cdf is not implemented when overriding "376 "event_shape")377 bijector_kwargs = bijector_kwargs or {}378 distribution_kwargs = distribution_kwargs or {}379 x = self.bijector.inverse(y, **bijector_kwargs)380 return self.distribution.log_cdf(x, **distribution_kwargs)381 @distribution_util.AppendDocstring(382 condition_kwargs_dict=_condition_kwargs_dict)383 def _cdf(self, y, bijector_kwargs=None, distribution_kwargs=None):384 if self._is_maybe_event_override:385 raise NotImplementedError("cdf is not implemented when overriding "386 "event_shape")387 bijector_kwargs = bijector_kwargs or {}388 distribution_kwargs = distribution_kwargs or {}389 x = self.bijector.inverse(y, **bijector_kwargs)390 return self.distribution.cdf(x, **distribution_kwargs)391 @distribution_util.AppendDocstring(392 condition_kwargs_dict=_condition_kwargs_dict)393 def _log_survival_function(self, y,394 bijector_kwargs=None, distribution_kwargs=None):395 if self._is_maybe_event_override:396 raise NotImplementedError("log_survival_function is not implemented when "397 "overriding event_shape")398 bijector_kwargs = bijector_kwargs or {}399 distribution_kwargs = distribution_kwargs or {}400 x = self.bijector.inverse(y, **bijector_kwargs)401 return self.distribution.log_survival_function(x, **distribution_kwargs)402 @distribution_util.AppendDocstring(403 condition_kwargs_dict=_condition_kwargs_dict)404 def _survival_function(self, y,405 bijector_kwargs=None, distribution_kwargs=None):406 if self._is_maybe_event_override:407 raise NotImplementedError("survival_function is not implemented when "408 "overriding event_shape")409 bijector_kwargs = bijector_kwargs or {}410 distribution_kwargs = distribution_kwargs or {}411 x = self.bijector.inverse(y, **bijector_kwargs)412 return self.distribution.survival_function(x, **distribution_kwargs)413 def _entropy(self):414 if (not self.distribution.is_continuous or415 not self.bijector.is_constant_jacobian):416 raise NotImplementedError("entropy is not implemented")417 # Suppose Y = g(X) where g is a diffeomorphism and X is a continuous rv. It418 # can be shown that:419 # H[Y] = H[X] + E_X[(log o abs o det o J o g)(X)].420 # If is_constant_jacobian then:421 # E_X[(log o abs o det o J o g)(X)] = (log o abs o det o J o g)(c)422 # where c can by anything.423 entropy = self.distribution.entropy()424 if self._is_maybe_event_override:425 # H[X] = sum_i H[X_i] if X_i are mutually independent.426 # This means that a reduce_sum is a simple rescaling.427 entropy *= math_ops.cast(math_ops.reduce_prod(self._override_event_shape),428 dtype=entropy.dtype.base_dtype)429 if self._is_maybe_batch_override:430 new_shape = array_ops.concat([431 _ones_like(self._override_batch_shape),432 self.distribution.batch_shape()433 ], 0)434 entropy = array_ops.reshape(entropy, new_shape)435 multiples = array_ops.concat([436 self._override_batch_shape,437 _ones_like(self.distribution.batch_shape())438 ], 0)439 entropy = array_ops.tile(entropy, multiples)440 dummy = 0.441 return entropy - self.bijector.inverse_log_det_jacobian(dummy)442 def _maybe_validate_shape_override(self, override_shape, base_is_scalar,443 validate_args, name):444 """Helper to __init__ which ensures override batch/event_shape are valid."""445 if override_shape is None:446 override_shape = []447 override_shape = ops.convert_to_tensor(override_shape, dtype=dtypes.int32,448 name=name)449 if not override_shape.dtype.is_integer:450 raise TypeError("shape override must be an integer")451 override_is_scalar = _is_scalar_from_shape(override_shape)452 if tensor_util.constant_value(override_is_scalar):453 return self._empty454 dynamic_assertions = []455 if override_shape.get_shape().ndims is not None:456 if override_shape.get_shape().ndims != 1:...

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tests.py

Source:tests.py Github

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...20@override_settings(ITEMS=['a', 'c', 'e'], ITEMS_OUTER=[1, 2, 3],21 TEST='override', TEST_OUTER='outer')22class FullyDecoratedTranTestCase(TransactionTestCase):23 available_apps = []24 def test_override(self):25 self.assertListEqual(settings.ITEMS, ['b', 'c', 'd'])26 self.assertListEqual(settings.ITEMS_OUTER, [1, 2, 3])27 self.assertEqual(settings.TEST, 'override')28 self.assertEqual(settings.TEST_OUTER, 'outer')29 @modify_settings(ITEMS={30 'append': ['e', 'f'],31 'prepend': ['a'],32 'remove': ['d', 'c'],33 })34 def test_method_list_override(self):35 self.assertListEqual(settings.ITEMS, ['a', 'b', 'e', 'f'])36 self.assertListEqual(settings.ITEMS_OUTER, [1, 2, 3])37 @modify_settings(ITEMS={38 'append': ['b'],39 'prepend': ['d'],40 'remove': ['a', 'c', 'e'],41 })42 def test_method_list_override_no_ops(self):43 self.assertListEqual(settings.ITEMS, ['b', 'd'])44 @modify_settings(ITEMS={45 'append': 'e',46 'prepend': 'a',47 'remove': 'c',48 })49 def test_method_list_override_strings(self):50 self.assertListEqual(settings.ITEMS, ['a', 'b', 'd', 'e'])51 @modify_settings(ITEMS={'remove': ['b', 'd']})52 @modify_settings(ITEMS={'append': ['b'], 'prepend': ['d']})53 def test_method_list_override_nested_order(self):54 self.assertListEqual(settings.ITEMS, ['d', 'c', 'b'])55 @override_settings(TEST='override2')56 def test_method_override(self):57 self.assertEqual(settings.TEST, 'override2')58 self.assertEqual(settings.TEST_OUTER, 'outer')59 def test_decorated_testcase_name(self):60 self.assertEqual(FullyDecoratedTranTestCase.__name__, 'FullyDecoratedTranTestCase')61 def test_decorated_testcase_module(self):62 self.assertEqual(FullyDecoratedTranTestCase.__module__, __name__)63@modify_settings(ITEMS={64 'prepend': ['b'],65 'append': ['d'],66 'remove': ['a', 'e']67})68@override_settings(ITEMS=['a', 'c', 'e'], TEST='override')69class FullyDecoratedTestCase(TestCase):70 def test_override(self):71 self.assertListEqual(settings.ITEMS, ['b', 'c', 'd'])72 self.assertEqual(settings.TEST, 'override')73 @modify_settings(ITEMS={74 'append': 'e',75 'prepend': 'a',76 'remove': 'c',77 })78 @override_settings(TEST='override2')79 def test_method_override(self):80 self.assertListEqual(settings.ITEMS, ['a', 'b', 'd', 'e'])81 self.assertEqual(settings.TEST, 'override2')82class ClassDecoratedTestCaseSuper(TestCase):83 """84 Dummy class for testing max recursion error in child class call to85 super(). Refs #17011.86 """87 def test_max_recursion_error(self):88 pass89@override_settings(TEST='override')90class ClassDecoratedTestCase(ClassDecoratedTestCaseSuper):91 @classmethod92 def setUpClass(cls):93 super(ClassDecoratedTestCase, cls).setUpClass()94 cls.foo = getattr(settings, 'TEST', 'BUG')95 def test_override(self):96 self.assertEqual(settings.TEST, 'override')97 def test_setupclass_override(self):98 """Test that settings are overridden within setUpClass -- refs #21281"""99 self.assertEqual(self.foo, 'override')100 @override_settings(TEST='override2')101 def test_method_override(self):102 self.assertEqual(settings.TEST, 'override2')103 def test_max_recursion_error(self):104 """105 Overriding a method on a super class and then calling that method on106 the super class should not trigger infinite recursion. See #17011.107 """108 try:109 super(ClassDecoratedTestCase, self).test_max_recursion_error()110 except RuntimeError:111 self.fail()112@modify_settings(ITEMS={'append': 'mother'})113@override_settings(ITEMS=['father'], TEST='override-parent')114class ParentDecoratedTestCase(TestCase):115 pass116@modify_settings(ITEMS={'append': ['child']})117@override_settings(TEST='override-child')118class ChildDecoratedTestCase(ParentDecoratedTestCase):119 def test_override_settings_inheritance(self):120 self.assertEqual(settings.ITEMS, ['father', 'mother', 'child'])121 self.assertEqual(settings.TEST, 'override-child')122class SettingsTests(SimpleTestCase):123 def setUp(self):124 self.testvalue = None125 signals.setting_changed.connect(self.signal_callback)126 def tearDown(self):127 signals.setting_changed.disconnect(self.signal_callback)128 def signal_callback(self, sender, setting, value, **kwargs):129 if setting == 'TEST':130 self.testvalue = value131 def test_override(self):132 settings.TEST = 'test'133 self.assertEqual('test', settings.TEST)134 with self.settings(TEST='override'):135 self.assertEqual('override', settings.TEST)136 self.assertEqual('test', settings.TEST)137 del settings.TEST138 def test_override_change(self):139 settings.TEST = 'test'140 self.assertEqual('test', settings.TEST)141 with self.settings(TEST='override'):142 self.assertEqual('override', settings.TEST)143 settings.TEST = 'test2'144 self.assertEqual('test', settings.TEST)145 del settings.TEST146 def test_override_doesnt_leak(self):147 self.assertRaises(AttributeError, getattr, settings, 'TEST')148 with self.settings(TEST='override'):149 self.assertEqual('override', settings.TEST)150 settings.TEST = 'test'151 self.assertRaises(AttributeError, getattr, settings, 'TEST')152 @override_settings(TEST='override')153 def test_decorator(self):154 self.assertEqual('override', settings.TEST)155 def test_context_manager(self):156 self.assertRaises(AttributeError, getattr, settings, 'TEST')157 override = override_settings(TEST='override')158 self.assertRaises(AttributeError, getattr, settings, 'TEST')159 override.enable()160 self.assertEqual('override', settings.TEST)161 override.disable()162 self.assertRaises(AttributeError, getattr, settings, 'TEST')163 def test_class_decorator(self):164 # SimpleTestCase can be decorated by override_settings, but not ut.TestCase165 class SimpleTestCaseSubclass(SimpleTestCase):166 pass167 class UnittestTestCaseSubclass(unittest.TestCase):168 pass169 decorated = override_settings(TEST='override')(SimpleTestCaseSubclass)170 self.assertIsInstance(decorated, type)171 self.assertTrue(issubclass(decorated, SimpleTestCase))172 with six.assertRaisesRegex(self, Exception,173 "Only subclasses of Django SimpleTestCase*"):174 decorated = override_settings(TEST='override')(UnittestTestCaseSubclass)175 def test_signal_callback_context_manager(self):176 self.assertRaises(AttributeError, getattr, settings, 'TEST')177 with self.settings(TEST='override'):178 self.assertEqual(self.testvalue, 'override')179 self.assertEqual(self.testvalue, None)180 @override_settings(TEST='override')181 def test_signal_callback_decorator(self):182 self.assertEqual(self.testvalue, 'override')183 #184 # Regression tests for #10130: deleting settings.185 #186 def test_settings_delete(self):187 settings.TEST = 'test'188 self.assertEqual('test', settings.TEST)189 del settings.TEST190 self.assertRaises(AttributeError, getattr, settings, 'TEST')191 def test_settings_delete_wrapped(self):192 self.assertRaises(TypeError, delattr, settings, '_wrapped')193 def test_override_settings_delete(self):194 """195 Allow deletion of a setting in an overridden settings set (#18824)196 """197 previous_i18n = settings.USE_I18N198 previous_l10n = settings.USE_L10N199 with self.settings(USE_I18N=False):200 del settings.USE_I18N201 self.assertRaises(AttributeError, getattr, settings, 'USE_I18N')202 # Should also work for a non-overridden setting203 del settings.USE_L10N204 self.assertRaises(AttributeError, getattr, settings, 'USE_L10N')205 self.assertEqual(settings.USE_I18N, previous_i18n)206 self.assertEqual(settings.USE_L10N, previous_l10n)207 def test_override_settings_nested(self):208 """209 Test that override_settings uses the actual _wrapped attribute at210 runtime, not when it was instantiated.211 """212 self.assertRaises(AttributeError, getattr, settings, 'TEST')213 self.assertRaises(AttributeError, getattr, settings, 'TEST2')214 inner = override_settings(TEST2='override')215 with override_settings(TEST='override'):216 self.assertEqual('override', settings.TEST)217 with inner:218 self.assertEqual('override', settings.TEST)219 self.assertEqual('override', settings.TEST2)220 # inner's __exit__ should have restored the settings of the outer221 # context manager, not those when the class was instantiated222 self.assertEqual('override', settings.TEST)223 self.assertRaises(AttributeError, getattr, settings, 'TEST2')224 self.assertRaises(AttributeError, getattr, settings, 'TEST')225 self.assertRaises(AttributeError, getattr, settings, 'TEST2')226class TestComplexSettingOverride(SimpleTestCase):227 def setUp(self):228 self.old_warn_override_settings = signals.COMPLEX_OVERRIDE_SETTINGS.copy()229 signals.COMPLEX_OVERRIDE_SETTINGS.add('TEST_WARN')230 def tearDown(self):231 signals.COMPLEX_OVERRIDE_SETTINGS = self.old_warn_override_settings232 self.assertNotIn('TEST_WARN', signals.COMPLEX_OVERRIDE_SETTINGS)233 def test_complex_override_warning(self):234 """Regression test for #19031"""235 with warnings.catch_warnings(record=True) as w:236 warnings.simplefilter("always")237 with override_settings(TEST_WARN='override'):238 self.assertEqual(settings.TEST_WARN, 'override')239 self.assertEqual(len(w), 1)240 # File extension may by .py, .pyc, etc. Compare only basename.241 self.assertEqual(os.path.splitext(w[0].filename)[0],242 os.path.splitext(__file__)[0])243 self.assertEqual(str(w[0].message),244 'Overriding setting TEST_WARN can lead to unexpected behavior.')245class TrailingSlashURLTests(SimpleTestCase):246 """247 Tests for the MEDIA_URL and STATIC_URL settings.248 They must end with a slash to ensure there's a deterministic way to build249 paths in templates.250 """251 settings_module = settings252 def setUp(self):253 self._original_media_url = self.settings_module.MEDIA_URL254 self._original_static_url = self.settings_module.STATIC_URL255 def tearDown(self):256 self.settings_module.MEDIA_URL = self._original_media_url257 self.settings_module.STATIC_URL = self._original_static_url258 def test_blank(self):259 """260 The empty string is accepted, even though it doesn't end in a slash.261 """262 self.settings_module.MEDIA_URL = ''263 self.assertEqual('', self.settings_module.MEDIA_URL)264 self.settings_module.STATIC_URL = ''265 self.assertEqual('', self.settings_module.STATIC_URL)266 def test_end_slash(self):267 """268 It works if the value ends in a slash.269 """270 self.settings_module.MEDIA_URL = '/foo/'271 self.assertEqual('/foo/', self.settings_module.MEDIA_URL)272 self.settings_module.MEDIA_URL = 'http://media.foo.com/'273 self.assertEqual('http://media.foo.com/',274 self.settings_module.MEDIA_URL)275 self.settings_module.STATIC_URL = '/foo/'276 self.assertEqual('/foo/', self.settings_module.STATIC_URL)277 self.settings_module.STATIC_URL = 'http://static.foo.com/'278 self.assertEqual('http://static.foo.com/',279 self.settings_module.STATIC_URL)280 def test_no_end_slash(self):281 """282 An ImproperlyConfigured exception is raised if the value doesn't end283 in a slash.284 """285 with self.assertRaises(ImproperlyConfigured):286 self.settings_module.MEDIA_URL = '/foo'287 with self.assertRaises(ImproperlyConfigured):288 self.settings_module.MEDIA_URL = 'http://media.foo.com'289 with self.assertRaises(ImproperlyConfigured):290 self.settings_module.STATIC_URL = '/foo'291 with self.assertRaises(ImproperlyConfigured):292 self.settings_module.STATIC_URL = 'http://static.foo.com'293 def test_double_slash(self):294 """295 If the value ends in more than one slash, presume they know what296 they're doing.297 """298 self.settings_module.MEDIA_URL = '/wrong//'299 self.assertEqual('/wrong//', self.settings_module.MEDIA_URL)300 self.settings_module.MEDIA_URL = 'http://media.foo.com/wrong//'301 self.assertEqual('http://media.foo.com/wrong//',302 self.settings_module.MEDIA_URL)303 self.settings_module.STATIC_URL = '/wrong//'304 self.assertEqual('/wrong//', self.settings_module.STATIC_URL)305 self.settings_module.STATIC_URL = 'http://static.foo.com/wrong//'306 self.assertEqual('http://static.foo.com/wrong//',307 self.settings_module.STATIC_URL)308class SecureProxySslHeaderTest(SimpleTestCase):309 settings_module = settings310 def setUp(self):311 self._original_setting = self.settings_module.SECURE_PROXY_SSL_HEADER312 def tearDown(self):313 self.settings_module.SECURE_PROXY_SSL_HEADER = self._original_setting314 def test_none(self):315 self.settings_module.SECURE_PROXY_SSL_HEADER = None316 req = HttpRequest()317 self.assertEqual(req.is_secure(), False)318 def test_set_without_xheader(self):319 self.settings_module.SECURE_PROXY_SSL_HEADER = ('HTTP_X_FORWARDED_PROTOCOL', 'https')320 req = HttpRequest()321 self.assertEqual(req.is_secure(), False)322 def test_set_with_xheader_wrong(self):323 self.settings_module.SECURE_PROXY_SSL_HEADER = ('HTTP_X_FORWARDED_PROTOCOL', 'https')324 req = HttpRequest()325 req.META['HTTP_X_FORWARDED_PROTOCOL'] = 'wrongvalue'326 self.assertEqual(req.is_secure(), False)327 def test_set_with_xheader_right(self):328 self.settings_module.SECURE_PROXY_SSL_HEADER = ('HTTP_X_FORWARDED_PROTOCOL', 'https')329 req = HttpRequest()330 req.META['HTTP_X_FORWARDED_PROTOCOL'] = 'https'331 self.assertEqual(req.is_secure(), True)332class IsOverriddenTest(SimpleTestCase):333 def test_configure(self):334 s = LazySettings()335 s.configure(SECRET_KEY='foo')336 self.assertTrue(s.is_overridden('SECRET_KEY'))337 def test_module(self):338 settings_module = ModuleType('fake_settings_module')339 settings_module.SECRET_KEY = 'foo'340 sys.modules['fake_settings_module'] = settings_module341 try:342 s = Settings('fake_settings_module')343 self.assertTrue(s.is_overridden('SECRET_KEY'))344 self.assertFalse(s.is_overridden('ALLOWED_HOSTS'))345 finally:346 del sys.modules['fake_settings_module']347 def test_override(self):348 self.assertFalse(settings.is_overridden('ALLOWED_HOSTS'))349 with override_settings(ALLOWED_HOSTS=[]):350 self.assertTrue(settings.is_overridden('ALLOWED_HOSTS'))351 def test_unevaluated_lazysettings_repr(self):352 lazy_settings = LazySettings()353 expected = '<LazySettings [Unevaluated]>'354 self.assertEqual(repr(lazy_settings), expected)355 def test_evaluated_lazysettings_repr(self):356 lazy_settings = LazySettings()357 module = os.environ.get(ENVIRONMENT_VARIABLE)358 expected = '<LazySettings "%s">' % module359 # Force evaluation of the lazy object.360 lazy_settings.APPEND_SLASH361 self.assertEqual(repr(lazy_settings), expected)...

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runner.py

Source:runner.py Github

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...3from runner_helper import Arch, RunConfig, ConfigList, App, Dataset, CachePolicy, TMP_LOG_DIR, run_in_list, SampleType, percent_gen4do_mock = False5durable_log = True6cur_common_base = (ConfigList()7 .override('copy_job', [1])8 .override('sample_job', [1])9 .override('pipeline', [True])10 .override('epoch', [3])11 .override('num_sampler', [2])12 .override('num_trainer', [6])13 .override('logdir', ['run-logs',])14 .override('profile_level', [3])15 .override('log_level', ['error'])16 .override('multi_gpu', [True])17 .override('cache_policy', [18 # CachePolicy.cache_by_random,19 CachePolicy.cache_by_degree,20 # CachePolicy.cache_by_presample_1,21 ]))22cfg_list_collector = ConfigList.Empty()23# cur_common_base = (cur_common_base.copy().override('app', [App.gcn ]).override('sample_type', [SampleType.kKHop2]))24# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(21, 21, 1)))25# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(19, 19, 1)))26# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen(10, 10, 1)))27# cur_common_base = (cur_common_base.copy().override('app', [App.graphsage ]).override('sample_type', [SampleType.kKHop2]))28# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(29, 29, 1)))29# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(24, 24, 1)))30# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen(15, 15, 1)).override('num_sampler', [1]).override('num_trainer', [7]))31# cur_common_base = (cur_common_base.copy().override('app', [App.pinsage ]).override('sample_type', [SampleType.kRandomWalk]))32# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(23, 23, 1)).override('num_sampler', [1]).override('num_trainer', [7]))33# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(21, 21, 1)).override('num_sampler', [1]).override('num_trainer', [7]))34# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen( 7, 7, 1)).override('num_sampler', [1]).override('num_trainer', [7]))35# cur_common_base = (cur_common_base.copy().override('app', [App.gcn ]).override('sample_type', [SampleType.kWeightedKHopPrefix]))36# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(24, 24, 1)))37# cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(21, 21, 1)))38cur_common_base = (cur_common_base.copy().override('cache_policy', [CachePolicy.cache_by_presample_1]))39cur_common_base = (cur_common_base.copy().override('app', [App.gcn ]).override('sample_type', [SampleType.kKHop2]))40cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(22, 22, 1)))41cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(20, 20, 1)))42cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen(11, 11, 1)))43cur_common_base = (cur_common_base.copy().override('app', [App.graphsage ]).override('sample_type', [SampleType.kKHop2]))44cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(31, 31, 1)))45cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(24, 24, 1)))46cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen(16, 16, 1)).override('num_sampler', [1]).override('num_trainer', [7]))47cur_common_base = (cur_common_base.copy().override('app', [App.pinsage ]).override('sample_type', [SampleType.kRandomWalk]))48cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(25, 25, 1)).override('num_sampler', [1]).override('num_trainer', [7]))49cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(21, 21, 1)).override('num_sampler', [1]).override('num_trainer', [7]))50cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen( 9, 9, 1)).override('num_sampler', [1]).override('num_trainer', [7]))51cur_common_base = (cur_common_base.copy().override('app', [App.gcn ]).override('sample_type', [SampleType.kWeightedKHopPrefix]))52cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(24, 24, 1)))53cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(21, 21, 1)))54cur_common_base = (cur_common_base.copy().override('cache_policy', [CachePolicy.cache_by_degree]))55cur_common_base = (cur_common_base.copy().override('app', [App.gcn ]).override('sample_type', [SampleType.kKHop2]))56cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(22, 22, 1)))57cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(20, 20, 1)))58cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen(11, 11, 1)))59cur_common_base = (cur_common_base.copy().override('app', [App.graphsage ]).override('sample_type', [SampleType.kKHop2]))60cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(31, 31, 1)))61cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(24, 24, 1)))62cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen(16, 16, 1)).override('num_sampler', [1]).override('num_trainer', [7]))63cur_common_base = (cur_common_base.copy().override('app', [App.pinsage ]).override('sample_type', [SampleType.kRandomWalk]))64cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(25, 25, 1)).override('num_sampler', [1]).override('num_trainer', [7]))65cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(21, 21, 1)).override('num_sampler', [1]).override('num_trainer', [7]))66cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen( 9, 9, 1)).override('num_sampler', [1]).override('num_trainer', [7]))67cur_common_base = (cur_common_base.copy().override('app', [App.gcn ]).override('sample_type', [SampleType.kWeightedKHopPrefix]))68cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(24, 24, 1)))69cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(21, 21, 1)))70cur_common_base = (cur_common_base.copy().override('cache_policy', [CachePolicy.cache_by_random]))71cur_common_base = (cur_common_base.copy().override('app', [App.gcn ]).override('sample_type', [SampleType.kKHop2]))72cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(21, 21, 1)))73cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(18, 18, 1)))74cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen(10, 10, 1)))75cur_common_base = (cur_common_base.copy().override('app', [App.graphsage ]).override('sample_type', [SampleType.kKHop2]))76cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(29, 29, 1)))77cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(24, 24, 1)))78cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen(15, 15, 1)).override('num_sampler', [1]).override('num_trainer', [7]))79cur_common_base = (cur_common_base.copy().override('app', [App.pinsage ]).override('sample_type', [SampleType.kRandomWalk]))80cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(20, 20, 1)).override('num_sampler', [1]).override('num_trainer', [7]))81cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(20, 20, 1)).override('num_sampler', [1]).override('num_trainer', [7]))82cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.uk_2006_05, ]).override('cache_percent', percent_gen( 7, 7, 1)).override('num_sampler', [1]).override('num_trainer', [7]))83cur_common_base = (cur_common_base.copy().override('app', [App.gcn ]).override('sample_type', [SampleType.kWeightedKHopPrefix]))84cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.twitter, ]).override('cache_percent', percent_gen(24, 24, 1)))85cfg_list_collector.concat(cur_common_base.copy().override('dataset', [Dataset.papers100M, ]).override('cache_percent', percent_gen(21, 21, 1)))86if __name__ == '__main__':87 from sys import argv88 for arg in argv[1:]:89 if arg == '-m' or arg == '--mock':90 do_mock = True91 elif arg == '-i' or arg == '--interactive':92 durable_log = False...

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Playwright tutorial

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