1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557
|
"""
Miscellaneous helper functions.
The formatter for ANSI colored console output is heavily based on Pygments
terminal colorizing code, originally by Georg Brandl.
"""
import calendar
import datetime
import importlib
import inspect
import logging
import numbers
import os
import warnings
from collections.abc import Generator, Iterable, Sequence
# TODO: Change import path to "collections.abc" after we stop supporting Python 3.8
from typing import (
TYPE_CHECKING,
Any,
Callable,
Optional,
TypeVar,
Union,
overload,
)
from redis.exceptions import ResponseError
from .exceptions import TimeoutFormatError
if TYPE_CHECKING:
from redis import Redis
from .job import Job
from .queue import Queue
from .worker import Worker
_T = TypeVar('_T')
_O = TypeVar('_O', bound=object)
ObjOrStr = Union[_O, str]
logger = logging.getLogger(__name__)
def resolve_function_reference(func) -> tuple[Any, str]:
"""Resolve a function reference into instance and function name components.
Args:
func: The function reference to resolve - can be a method, function,
builtin, string path, or callable class instance.
Returns:
A tuple of (instance, func_name) where:
- instance: The object instance (for methods/callable instances) or None
- func_name: The string representation of the function name/path
Raises:
TypeError: If func is not a valid callable or string reference.
"""
if inspect.ismethod(func):
return func.__self__, func.__name__
elif inspect.isfunction(func) or inspect.isbuiltin(func):
return None, f'{func.__module__}.{func.__qualname__}'
elif isinstance(func, str):
return None, as_text(func)
elif not inspect.isclass(func) and hasattr(func, '__call__'): # a callable class instance
return func, '__call__'
else:
raise TypeError(f'Expected a callable or a string, but got: {func}')
def compact(lst: Iterable[Optional[_T]]) -> list[_T]:
"""Excludes `None` values from a list-like object.
Args:
lst (list): A list (or list-like) object
Returns:
object (list): The list without None values
"""
return [item for item in lst if item is not None]
def as_text(v: Union[bytes, str]) -> str:
"""Converts a bytes value to a string using `utf-8`.
Args:
v (Union[bytes, str]): The value (bytes or string)
Raises:
ValueError: If the value is not bytes or string
Returns:
value (str): The decoded string
"""
if isinstance(v, bytes):
return v.decode('utf-8')
elif isinstance(v, str):
return v
else:
raise ValueError('Unknown type %r' % type(v))
def decode_redis_hash(h: dict[Union[bytes, str], Any], *, decode_values: bool = False) -> dict[str, Any]:
"""Decodes the Redis hash, ensuring that keys are strings
Most importantly, decodes bytes strings, ensuring the dict has str keys.
Args:
h (Dict[Any, Any]): The Redis hash
decode_values (bool): If True, also decode values to strings using as_text(). Defaults to False.
Returns:
Dict[str, Any]: The decoded Redis data (Dictionary)
When decode_values=True, returns Dict[str, str]
"""
if decode_values:
return dict((as_text(k), as_text(v)) for k, v in h.items())
return dict((as_text(k), v) for k, v in h.items())
def import_attribute(name: str) -> Callable[..., Any]:
"""Returns an attribute from a dotted path name. Example: `path.to.func`.
When the attribute we look for is a staticmethod, module name in its
dotted path is not the last-before-end word
E.g.: package_a.package_b.module_a.ClassA.my_static_method
Thus we remove the bits from the end of the name until we can import it
Args:
name (str): The name (reference) to the path.
Raises:
ValueError: If no module is found or invalid attribute name.
Returns:
Any: An attribute (normally a Callable)
"""
name_bits = name.split('.')
module_name_bits, attribute_bits = name_bits[:-1], [name_bits[-1]]
module = None
while len(module_name_bits):
try:
module_name = '.'.join(module_name_bits)
module = importlib.import_module(module_name)
break
except ImportError:
attribute_bits.insert(0, module_name_bits.pop())
if module is None:
# maybe it's a builtin
try:
return __builtins__[name] # type: ignore[index]
except KeyError:
raise ValueError(f'Invalid attribute name: {name}')
attribute_name = '.'.join(attribute_bits)
if hasattr(module, attribute_name):
return getattr(module, attribute_name)
# staticmethods
attribute_name = attribute_bits.pop()
attribute_owner_name = '.'.join(attribute_bits)
try:
attribute_owner = getattr(module, attribute_owner_name)
except: # noqa
raise ValueError('Invalid attribute name: %s' % attribute_name)
if not hasattr(attribute_owner, attribute_name):
raise ValueError('Invalid attribute name: %s' % name)
return getattr(attribute_owner, attribute_name)
def import_worker_class(name: str) -> type['Worker']:
"""Import a worker class from a dotted path name."""
cls = import_attribute(name)
if not isinstance(cls, type):
raise ValueError(f'Invalid worker class: {name}')
from .worker import Worker
if not issubclass(cls, Worker):
raise ValueError(f'Invalid worker class: {name}')
return cls
def import_job_class(name: str) -> type['Job']:
"""Import a job class from a dotted path name."""
cls = import_attribute(name)
if not isinstance(cls, type):
raise ValueError(f'Invalid job class: {name}')
from .job import Job
if not issubclass(cls, Job):
raise ValueError(f'Invalid job class: {name}')
return cls
def import_queue_class(name: str) -> type['Queue']:
"""Import a queue class from a dotted path name."""
cls = import_attribute(name)
if not isinstance(cls, type):
raise ValueError(f'Invalid queue class: {name}')
from .queue import Queue
if not issubclass(cls, Queue):
raise ValueError(f'Invalid queue class: {name}')
return cls
def normalize_config_path(config_path: str) -> str:
"""Normalize configuration path to dotted module path format.
Converts file paths like 'directory/config_file.py' or 'directory.config_file'
to dotted module paths like 'directory.config_file' for use with importlib.import_module().
Args:
config_path: Either a file path (e.g., 'app/cron_config.py', 'app/cron_config')
or a dotted module path (e.g., 'app.cron_config')
Returns:
A dotted module path suitable for importlib.import_module()
Examples:
normalize_config_path('app/cron_config.py') -> 'app.cron_config'
normalize_config_path('app/cron_config') -> 'app.cron_config'
normalize_config_path('app.cron_config') -> 'app.cron_config'
normalize_config_path('/abs/path/to/config.py') -> 'abs.path.to.config'
"""
# Check if it's already a dotted path (no path separators and no .py extension)
is_file_path = os.path.sep in config_path or config_path.endswith('.py')
if not is_file_path:
# Already a dotted module path, return as-is
return config_path
# Convert file path to dotted module path
normalized = config_path
# Remove .py extension if present
if normalized.endswith('.py'):
normalized = normalized[:-3]
# Handle absolute paths by removing leading separator
if normalized.startswith(os.path.sep):
normalized = normalized[1:]
# Replace path separators with dots
normalized = normalized.replace(os.path.sep, '.')
return normalized
def validate_absolute_path(file_path: str) -> str:
"""Validate that an absolute file path exists and points to a file.
Args:
file_path: The absolute file path to validate
Returns:
The same file path if validation passes (for chaining)
Raises:
FileNotFoundError: If the file does not exist
IsADirectoryError: If the path points to a directory instead of a file
Examples:
validate_absolute_path('/path/to/config.py') # Returns '/path/to/config.py'
validate_absolute_path('/path/to/missing.py') # Raises FileNotFoundError
validate_absolute_path('/path/to/directory') # Raises IsADirectoryError
"""
if not os.path.exists(file_path):
raise FileNotFoundError(f"Configuration file not found at '{file_path}'")
if not os.path.isfile(file_path):
raise IsADirectoryError(f"Configuration path points to a directory, not a file: '{file_path}'")
return file_path
def now() -> datetime.datetime:
"""Return now in UTC"""
return datetime.datetime.now(datetime.timezone.utc)
_TIMESTAMP_FORMAT = '%Y-%m-%dT%H:%M:%S.%fZ'
def utcformat(dt: datetime.datetime) -> str:
return dt.strftime(as_text(_TIMESTAMP_FORMAT))
def utcparse(string: str) -> datetime.datetime:
try:
parsed = datetime.datetime.strptime(string, _TIMESTAMP_FORMAT)
except ValueError:
# This catches any jobs remain with old datetime format
parsed = datetime.datetime.strptime(string, '%Y-%m-%dT%H:%M:%SZ')
return parsed.replace(tzinfo=datetime.timezone.utc)
def is_nonstring_iterable(obj: Any) -> bool:
"""Returns whether the obj is an iterable, but not a string
Args:
obj (Any): _description_
Returns:
bool: _description_
"""
return isinstance(obj, Iterable) and not isinstance(obj, str)
@overload
def ensure_job_list(obj: str) -> list[str]: ...
@overload
def ensure_job_list(obj: 'Job') -> list['Job']: ...
@overload
def ensure_job_list(obj: Union['Job', str, Sequence[Union['Job', str]]]) -> list[Union['Job', str]]: ...
@overload
def ensure_job_list(obj: Iterable[_O]) -> list[_O]: ...
@overload
def ensure_job_list(obj: _O) -> list[_O]: ...
def ensure_job_list(obj):
"""When passed an iterable of objects, convert to list, otherwise, it returns
a list with just that object in it.
Args:
obj (Any): _description_
returns:
List: _description_
"""
# Note: To reuse is_nonstring_iterable, we need TypeGuard of Python 3.10+,
# but we are dragged by Python 3.8.
return list(obj) if isinstance(obj, Iterable) and not isinstance(obj, str) else [obj]
def current_timestamp() -> int:
"""Returns current UTC timestamp
Returns:
int: _description_
"""
return calendar.timegm(now().utctimetuple())
def backend_class(holder, default_name, override=None) -> type:
"""Get a backend class using its default attribute name or an override
Args:
holder (_type_): _description_
default_name (_type_): _description_
override (_type_, optional): _description_. Defaults to None.
Returns:
_type_: _description_
"""
if override is None:
return getattr(holder, default_name)
elif isinstance(override, str):
return import_attribute(override) # type: ignore[return-value]
else:
return override
def str_to_date(date_str: Union[bytes, str]) -> datetime.datetime:
if not date_str:
raise ValueError('Empty string or bytestring provided')
else:
if isinstance(date_str, bytes):
return utcparse(date_str.decode())
else:
return utcparse(date_str)
def parse_timeout(timeout: Optional[Union[int, float, str]]) -> Optional[int]:
"""Transfer all kinds of timeout format to an integer representing seconds"""
if not isinstance(timeout, numbers.Integral) and timeout is not None:
try:
timeout = int(timeout)
return timeout
except ValueError:
assert isinstance(timeout, str)
digit, unit = timeout[:-1], (timeout[-1:]).lower()
unit_second = {'d': 86400, 'h': 3600, 'm': 60, 's': 1}
try:
timeout = int(digit) * unit_second[unit]
except (ValueError, KeyError):
raise TimeoutFormatError(
'Timeout must be an integer or a string representing an integer, or '
'a string with format: digits + unit, unit can be "d", "h", "m", "s", '
'such as "1h", "23m".'
)
return int(timeout) if timeout is not None else None
def get_version(connection: 'Redis') -> tuple[int, int, int]:
"""
Returns tuple of Redis server version.
This function also correctly handles 4 digit redis server versions.
Args:
connection (Redis): The Redis connection.
Returns:
version (Tuple[int, int, int]): A tuple representing the semantic versioning format (eg. (5, 0, 9))
"""
try:
# Getting the connection info for each job tanks performance, we can cache it on the connection object
if not getattr(connection, '__rq_redis_server_version', None):
# Cast the version string to a tuple of integers. Some Redis implementations may return a float.
version_str = str(connection.info('server')['redis_version'])
version_parts = [int(i) for i in version_str.split('.')[:3]]
# Ensure the version tuple has exactly three elements
while len(version_parts) < 3:
version_parts.append(0)
setattr(
connection,
'__rq_redis_server_version',
tuple(version_parts),
)
return getattr(connection, '__rq_redis_server_version')
except ResponseError: # fakeredis doesn't implement Redis' INFO command
return (5, 0, 9)
def ceildiv(a, b):
"""Ceiling division. Returns the ceiling of the quotient of a division operation
Args:
a (_type_): _description_
b (_type_): _description_
Returns:
_type_: _description_
"""
return -(-a // b)
def split_list(a_list: Sequence[_T], segment_size: int) -> Generator[Sequence[_T], None, None]:
"""Splits a list into multiple smaller lists having size `segment_size`
Args:
a_list (Sequence[Any]): A sequence to split
segment_size (int): The segment size to split into
Yields:
list: The splitted listed
"""
for i in range(0, len(a_list), segment_size):
yield a_list[i : i + segment_size]
def truncate_long_string(data: str, max_length: Optional[int] = None) -> str:
"""Truncate arguments with representation longer than max_length
Args:
data (str): The data to truncate
max_length (Optional[int], optional): The max length. Defaults to None.
Returns:
truncated (str): The truncated string
"""
if max_length is None:
return data
return (data[:max_length] + '...') if len(data) > max_length else data
def get_call_string(
func_name: Optional[str], args: Any, kwargs: dict[Any, Any], max_length: Optional[int] = None
) -> Optional[str]:
"""
Returns a string representation of the call, formatted as a regular
Python function invocation statement. If max_length is not None, truncate
arguments with representation longer than max_length.
Args:
func_name (str): The function name
args (Any): The function arguments
kwargs (Dict[Any, Any]): The function kwargs
max_length (int, optional): The max length. Defaults to None.
Returns:
str: A string representation of the function call.
"""
if func_name is None:
return None
arg_list = [as_text(truncate_long_string(repr(arg), max_length)) for arg in args]
list_kwargs = [f'{k}={as_text(truncate_long_string(repr(v), max_length))}' for k, v in kwargs.items()]
arg_list += sorted(list_kwargs)
args = ', '.join(arg_list)
return f'{func_name}({args})'
def parse_names(queues_or_names: Iterable[Union[str, 'Queue']]) -> list[str]:
"""Given a iterable of strings or queues, returns queue names"""
from .queue import Queue
names = []
for queue_or_name in queues_or_names:
if isinstance(queue_or_name, Queue):
names.append(queue_or_name.name)
else:
names.append(str(queue_or_name))
return names
def get_connection_from_queues(queues_or_names: Iterable[Union[str, 'Queue']]) -> Optional['Redis']:
"""Given a list of strings or queues, returns a connection"""
from .queue import Queue
for queue_or_name in queues_or_names:
if isinstance(queue_or_name, Queue):
return queue_or_name.connection
return None
def parse_composite_key(composite_key: str) -> tuple[str, str]:
"""Method returns a parsed composite key.
Args:
composite_key (str): the composite key to parse
Returns:
tuple[str, str]: tuple of job id and the execution id
"""
result = composite_key.split(':')
if len(result) == 1:
# StartedJobRegistry contains a composite key under the sorted set
# a single job_id should've never ended up in the set, but
# just in case there's a regression (tests don't show any)
warnings.warn(
f'Composite key must contain job_id:execution_id, got {composite_key}',
DeprecationWarning,
)
return (result[0], '')
job_id, execution_id = result
return (job_id, execution_id)
|