From bd0731025377d5e8ebcbce78026698a57dea01df Mon Sep 17 00:00:00 2001
From: lowercase00 <21188280+lowercase00@users.noreply.github.com>
Date: Mon, 30 Jan 2023 01:42:04 -0300
Subject: [PATCH] Job methods docstrings (#1772)

* Improve docstrings on `connections`

* Enhanced Job methods docstrings & Serialization Protocol

This adds docstrings to all Job methods in a standard format.
It also implements a `serializer` protocol.

* Excludes `Protocol` (keeping compatibility with < 3.8)

* Add docstrings & type annotation to the `job` decorator

* Docstrings for the `defaults` vars

* Add deprecation warning to Connection context manager

* Fix Types
---
 dev-requirements.txt |   2 +
 rq/command.py        |  19 +-
 rq/connections.py    |  26 +-
 rq/decorators.py     |  34 ++-
 rq/defaults.py       |  83 ++++++-
 rq/job.py            | 558 +++++++++++++++++++++++++++++++++----------
 rq/serializers.py    |  11 +-
 rq/types.py          |  17 ++
 rq/utils.py          |  25 +-
 9 files changed, 620 insertions(+), 155 deletions(-)
 create mode 100644 rq/types.py

diff --git a/dev-requirements.txt b/dev-requirements.txt
index a002971b..d16aa411 100644
--- a/dev-requirements.txt
+++ b/dev-requirements.txt
@@ -3,3 +3,5 @@ psutil
 pytest
 pytest-cov
 sentry-sdk
+redis
+click
diff --git a/rq/command.py b/rq/command.py
index 7ade232c..b98082ce 100644
--- a/rq/command.py
+++ b/rq/command.py
@@ -1,9 +1,10 @@
 import json
 import os
 import signal
-import typing as t
 
-if t.TYPE_CHECKING:
+from typing import TYPE_CHECKING, Dict, Any
+
+if TYPE_CHECKING:
     from redis import Redis
     from .worker import Worker
 
@@ -28,7 +29,7 @@ def send_command(connection: 'Redis', worker_name: str, command, **kwargs):
     connection.publish(PUBSUB_CHANNEL_TEMPLATE % worker_name, json.dumps(payload))
 
 
-def parse_payload(payload: t.Dict[t.Any, t.Any]) -> t.Dict[t.Any, t.Any]:
+def parse_payload(payload: Dict[Any, Any]) -> Dict[Any, Any]:
     """
     Returns a dict of command data
 
@@ -75,12 +76,12 @@ def send_stop_job_command(connection: 'Redis', job_id: str, serializer=None):
     send_command(connection, job.worker_name, 'stop-job', job_id=job_id)
 
 
-def handle_command(worker: 'Worker', payload: t.Dict[t.Any, t.Any]):
+def handle_command(worker: 'Worker', payload: Dict[Any, Any]):
     """Parses payload and routes commands
 
     Args:
         worker (Worker): The worker to use
-        payload (t.Dict[t.Any, t.Any]): The Payload
+        payload (Dict[Any, Any]): The Payload
     """
     if payload['command'] == 'stop-job':
         handle_stop_job_command(worker, payload)
@@ -101,13 +102,13 @@ def handle_shutdown_command(worker: 'Worker'):
     os.kill(pid, signal.SIGINT)
 
 
-def handle_kill_worker_command(worker: 'Worker', payload: t.Dict[t.Any, t.Any]):
+def handle_kill_worker_command(worker: 'Worker', payload: Dict[Any, Any]):
     """
     Stops work horse
 
     Args:
         worker (Worker): The worker to stop
-        payload (t.Dict[t.Any, t.Any]): The payload.
+        payload (Dict[Any, Any]): The payload.
     """
 
     worker.log.info('Received kill horse command.')
@@ -118,12 +119,12 @@ def handle_kill_worker_command(worker: 'Worker', payload: t.Dict[t.Any, t.Any]):
         worker.log.info('Worker is not working, kill horse command ignored')
 
 
-def handle_stop_job_command(worker: 'Worker', payload: t.Dict[t.Any, t.Any]):
+def handle_stop_job_command(worker: 'Worker', payload: Dict[Any, Any]):
     """Handles stop job command.
 
     Args:
         worker (Worker): The worker to use
-        payload (t.Dict[t.Any, t.Any]): The payload.
+        payload (Dict[Any, Any]): The payload.
     """
     job_id = payload.get('job_id')
     worker.log.debug('Received command to stop job %s', job_id)
diff --git a/rq/connections.py b/rq/connections.py
index b37e7460..fd88099a 100644
--- a/rq/connections.py
+++ b/rq/connections.py
@@ -1,5 +1,6 @@
 from contextlib import contextmanager
 import typing as t
+import warnings
 from redis import Redis
 
 from .local import LocalStack, release_local
@@ -11,6 +12,21 @@ class NoRedisConnectionException(Exception):
 
 @contextmanager
 def Connection(connection: t.Optional['Redis'] = None):  # noqa
+    """The context manager for handling connections in a clean way.
+    It will push the connection to the LocalStack, and pop the connection
+    when leaving the context
+    Example:
+        ..codeblock:python::
+
+            with Connection():
+                w = Worker()
+                w.work()
+
+    Args:
+        connection (Optional[Redis], optional): A Redis Connection instance. Defaults to None.
+    """
+    warnings.warn("The Conneciton context manager is deprecated. Use the `connection` parameter instead.",
+                    DeprecationWarning)
     if connection is None:
         connection = Redis()
     push_connection(connection)
@@ -33,9 +49,12 @@ def push_connection(redis: 'Redis'):
     _connection_stack.push(redis)
 
 
-def pop_connection():
+def pop_connection() -> 'Redis':
     """
     Pops the topmost connection from the stack.
+
+    Returns:
+        redis (Redis): A Redis connection
     """
     return _connection_stack.pop()
 
@@ -57,10 +76,13 @@ def use_connection(redis: t.Optional['Redis'] = None):
     push_connection(redis)
 
 
-def get_current_connection():
+def get_current_connection() -> 'Redis':
     """
     Returns the current Redis connection (i.e. the topmost on the
     connection stack).
+
+    Returns:
+        Redis: A Redis Connection
     """
     return _connection_stack.top
 
diff --git a/rq/decorators.py b/rq/decorators.py
index 3c8dc839..70a61aad 100644
--- a/rq/decorators.py
+++ b/rq/decorators.py
@@ -1,7 +1,7 @@
 from functools import wraps
-import typing as t
+from typing import TYPE_CHECKING, Callable, Dict, Optional, List, Any, Union
 
-if t.TYPE_CHECKING:
+if TYPE_CHECKING:
     from redis import Redis
     from .job import Retry
 
@@ -13,13 +13,13 @@ from .utils import backend_class
 class job:  # noqa
     queue_class = Queue
 
-    def __init__(self, queue: 'Queue', connection: t.Optional['Redis'] = None, timeout=None,
-                 result_ttl=DEFAULT_RESULT_TTL, ttl=None,
-                 queue_class=None, depends_on: t.Optional[t.List[t.Any]] = None, at_front: t.Optional[bool] = None,
-                 meta=None, description=None, failure_ttl=None, retry: t.Optional['Retry'] = None, on_failure=None,
-                 on_success=None):
-        """
-        A decorator that adds a ``delay`` method to the decorated function,
+    def __init__(self, queue: Union['Queue', str], connection: Optional['Redis'] = None, timeout: Optional[int] = None,
+                 result_ttl: int = DEFAULT_RESULT_TTL, ttl: Optional[int] = None,
+                 queue_class: Optional['Queue'] = None, depends_on: Optional[List[Any]] = None, at_front: Optional[bool] = None,
+                 meta: Optional[Dict[Any, Any]] = None, description: Optional[str] = None, failure_ttl: Optional[int] = None,
+                 retry: Optional['Retry'] = None, on_failure: Optional[Callable[..., Any]] = None,
+                 on_success: Optional[Callable[..., Any]] = None):
+        """A decorator that adds a ``delay`` method to the decorated function,
         which in turn creates a RQ job when called. Accepts a required
         ``queue`` argument that can be either a ``Queue`` instance or a string
         denoting the queue name.  For example::
@@ -32,6 +32,22 @@ class job:  # noqa
                 >>> ...
                 >>> # Puts `simple_add` function into queue
                 >>> simple_add.delay(1, 2)
+
+        Args:
+            queue (Union['Queue', str]): The queue to use, can be the Queue class itself, or the queue name (str)
+            connection (Optional[Redis], optional): Redis Connection. Defaults to None.
+            timeout (Optional[int], optional): Job timeout. Defaults to None.
+            result_ttl (int, optional): Result time to live. Defaults to DEFAULT_RESULT_TTL.
+            ttl (Optional[int], optional): Time to live. Defaults to None.
+            queue_class (Optional[Queue], optional): A custom class that inherits from `Queue`. Defaults to None.
+            depends_on (Optional[List[Any]], optional): A list of dependents jobs. Defaults to None.
+            at_front (Optional[bool], optional): Whether to enqueue the job at front of the queue. Defaults to None.
+            meta (Optional[Dict[Any, Any]], optional): Arbitraty metadata about the job. Defaults to None.
+            description (Optional[str], optional): Job description. Defaults to None.
+            failure_ttl (Optional[int], optional): Failture time to live. Defaults to None.
+            retry (Optional[Retry], optional): A Retry object. Defaults to None.
+            on_failure (Optional[Callable[..., Any]], optional): Callable to run on failure. Defaults to None.
+            on_success (Optional[Callable[..., Any]], optional): Callable to run on success. Defaults to None.
         """
         self.queue = queue
         self.queue_class = backend_class(self, 'queue_class', override=queue_class)
diff --git a/rq/defaults.py b/rq/defaults.py
index bb7ec791..ef766787 100644
--- a/rq/defaults.py
+++ b/rq/defaults.py
@@ -1,14 +1,91 @@
 DEFAULT_JOB_CLASS = 'rq.job.Job'
+""" The path for the default Job class to use.
+Defaults to the main `Job` class within the `rq.job` module
+"""
+
+
 DEFAULT_QUEUE_CLASS = 'rq.Queue'
+""" The path for the default Queue class to use.
+Defaults to the main `Queue` class within the `rq.queue` module
+"""
+
+
 DEFAULT_WORKER_CLASS = 'rq.Worker'
+""" The path for the default Worker class to use.
+Defaults to the main `Worker` class within the `rq.worker` module
+"""
+
+
 DEFAULT_SERIALIZER_CLASS = 'rq.serializers.DefaultSerializer'
+""" The path for the default Serializer class to use.
+Defaults to the main `DefaultSerializer` class within the `rq.serializers` module
+"""
+
+
 DEFAULT_CONNECTION_CLASS = 'redis.Redis'
+""" The path for the default Redis client class to use.
+Defaults to the main `Redis` class within the `redis` module
+As imported like `from redis import Redis`
+"""
+
+
 DEFAULT_WORKER_TTL = 420
+""" The default Time To Live (TTL) for the Worker in seconds
+Defines the effective timeout period for a worker
+"""
+
+
 DEFAULT_JOB_MONITORING_INTERVAL = 30
+""" The interval in seconds for Job monitoring
+"""
+
+
 DEFAULT_RESULT_TTL = 500
-DEFAULT_FAILURE_TTL = 31536000  # 1 year in seconds
-DEFAULT_LOGGING_DATE_FORMAT = '%H:%M:%S'
+""" The Time To Live (TTL) in seconds to keep job results
+Means that the results will be expired from Redis
+after `DEFAULT_RESULT_TTL` seconds
+"""
+
+
+DEFAULT_FAILURE_TTL = 31536000
+""" The Time To Live (TTL) in seconds to keep job failure information
+Means that the failure information will be expired from Redis
+after `DEFAULT_FAILURE_TTL` seconds.
+Defaults to 1 YEAR in seconds
+"""
+
+
 DEFAULT_SCHEDULER_FALLBACK_PERIOD = 120
-DEFAULT_LOGGING_FORMAT = '%(asctime)s %(message)s'
+""" The amount in seconds it will take for a new scheduler
+to pickup tasks after a scheduler has died.
+This is used as a safety net to avoid race conditions and duplicates
+when using multiple schedulers
+"""
+
+
 DEFAULT_MAINTENANCE_TASK_INTERVAL = 10 * 60
+""" The interval to run maintenance tasks
+in seconds. Defaults to 10 minutes.
+"""
+
+
 CALLBACK_TIMEOUT = 60
+""" The timeout period in seconds for Callback functions
+Means that Functions used in `success_callback` and `failure_callback`
+will timeout after N seconds
+"""
+
+
+DEFAULT_LOGGING_DATE_FORMAT = '%H:%M:%S'
+""" The Date Format to use for RQ logging.
+Defaults to Hour:Minute:Seconds on 24hour format
+eg.: `15:45:23`
+"""
+
+
+DEFAULT_LOGGING_FORMAT = '%(asctime)s %(message)s'
+""" The default Logging Format to use
+Uses Python's default attributes as defined
+https://docs.python.org/3/library/logging.html#logrecord-attributes
+"""
+
diff --git a/rq/job.py b/rq/job.py
index c41c17d0..cfd74188 100644
--- a/rq/job.py
+++ b/rq/job.py
@@ -1,40 +1,37 @@
 import inspect
 import json
-import pickle
 import warnings
 import zlib
-import typing as t
 import asyncio
 
 from collections.abc import Iterable
 from datetime import datetime, timedelta, timezone
 from enum import Enum
-from functools import partial
 from redis import WatchError
-from typing import Any, List, Optional
+from typing import (TYPE_CHECKING, Any, Callable, Dict, Iterable, List,
+                    Optional, Tuple, Union)
 from uuid import uuid4
 
-if t.TYPE_CHECKING:
+
+if TYPE_CHECKING:
     from .results import Result
     from .queue import Queue
     from redis import Redis
     from redis.client import Pipeline
 
 from .connections import resolve_connection
-from .exceptions import DeserializationError, InvalidJobOperation, NoSuchJobError
+from .exceptions import (DeserializationError, InvalidJobOperation,
+                         NoSuchJobError)
 from .local import LocalStack
 from .serializers import resolve_serializer
-from .utils import (get_version, import_attribute, parse_timeout, str_to_date,
-                    utcformat, utcnow, ensure_list, get_call_string, as_text,
-                    decode_redis_hash)
-
-# Serialize pickle dumps using the highest pickle protocol (binary, default
-# uses ascii)
-dumps = partial(pickle.dumps, protocol=pickle.HIGHEST_PROTOCOL)
-loads = pickle.loads
+from .types import FunctionReferenceType, JobDependencyType
+from .utils import (as_text, decode_redis_hash, ensure_list, get_call_string,
+                    get_version, import_attribute, parse_timeout, str_to_date,
+                    utcformat, utcnow)
 
 
 class JobStatus(str, Enum):
+    """The Status of Job within its lifecycle at any given time. """
     QUEUED = 'queued'
     FINISHED = 'finished'
     FAILED = 'failed'
@@ -46,7 +43,21 @@ class JobStatus(str, Enum):
 
 
 class Dependency:
-    def __init__(self, jobs: t.List[t.Union['Job', str]], allow_failure: bool = False, enqueue_at_front: bool = False):
+    def __init__(self, jobs: List[Union['Job', str]], allow_failure: bool = False, enqueue_at_front: bool = False):
+        """The definition of a Dependency.
+
+        Args:
+            jobs (List[Union[Job, str]]): A list of Job instances or Job IDs.
+                Anything different will raise a ValueError
+            allow_failure (bool, optional): Whether to allow for failure when running the depency,
+                meaning, the dependencies should continue running even after one of them failed.
+                Defaults to False.
+            enqueue_at_front (bool, optional): Whether this dependecy should be enqueued at the front of the queue.
+                Defaults to False.
+
+        Raises:
+            ValueError: If the `jobs` param has anything different than `str` or `Job` class or the job list is empty
+        """        
         dependent_jobs = ensure_list(jobs)
         if not all(
             isinstance(job, Job) or isinstance(job, str)
@@ -62,47 +73,119 @@ class Dependency:
         self.enqueue_at_front = enqueue_at_front
 
 
-# Sentinel value to mark that some of our lazily evaluated properties have not
-# yet been evaluated.
 UNEVALUATED = object()
+"""Sentinel value to mark that some of our lazily evaluated properties have not
+yet been evaluated.
+"""
 
 
-def cancel_job(job_id: str, connection: Optional['Redis'] = None, serializer=None, enqueue_dependents: bool = False):
-    """Cancels the job with the given job ID, preventing execution.  Discards
-    any job info (i.e. it can't be requeued later).
+def cancel_job(job_id: str, connection: Optional['Redis'] = None,
+                serializer=None, enqueue_dependents: bool = False):
+    """Cancels the job with the given job ID, preventing execution.
+    Use with caution. This will discard any job info (i.e. it can't be requeued later).
+
+    Args:
+        job_id (str): The Job ID
+        connection (Optional[Redis], optional): The Redis Connection. Defaults to None.
+        serializer (str, optional): The string of the path to the serializer to use. Defaults to None.
+        enqueue_dependents (bool, optional): Whether dependents should still be enqueued. Defaults to False.
     """
     Job.fetch(job_id, connection=connection, serializer=serializer).cancel(enqueue_dependents=enqueue_dependents)
 
 
-def get_current_job(connection: Optional['Redis'] = None, job_class: Optional['Job'] = None):
-    """Returns the Job instance that is currently being executed.  If this
-    function is invoked from outside a job context, None is returned.
-    """
+def get_current_job(connection: Optional['Redis'] = None, job_class: Optional['Job'] = None) -> Optional['Job']:
+    """Returns the Job instance that is currently being executed.
+    If this function is invoked from outside a job context, None is returned.
+
+    Args:
+        connection (Optional[Redis], optional): The connection to use. Defaults to None.
+        job_class (Optional[Job], optional): The job class (DEPRECATED). Defaults to None.
+
+    Returns:
+        job (Optional[Job]): The current Job running
+    """    
+    if connection:
+        warnings.warn("connection argument for get_current_job is deprecated.",
+                      DeprecationWarning)
     if job_class:
         warnings.warn("job_class argument for get_current_job is deprecated.",
                       DeprecationWarning)
     return _job_stack.top
 
 
-def requeue_job(job_id: str, connection: 'Redis', serializer=None):
+def requeue_job(job_id: str, connection: 'Redis', serializer=None) -> 'Job':
+    """Fetches a Job by ID and requeues it using the `requeue()` method.
+
+    Args:
+        job_id (str): The Job ID that should be requeued.
+        connection (Redis): The Redis Connection to use
+        serializer (Optional[str], optional): The serializer. Defaults to None.
+
+    Returns:
+        Job: The requeued Job object.
+    """    
     job = Job.fetch(job_id, connection=connection, serializer=serializer)
     return job.requeue()
 
 
 class Job:
-    """A Job is just a convenient datastructure to pass around job (meta) data.
-    """
+    """A Job is just a convenient datastructure to pass around job (meta) data."""
     redis_job_namespace_prefix = 'rq:job:'
 
-    # Job construction
     @classmethod
-    def create(cls, func: t.Callable[..., t.Any], args=None, kwargs=None, connection: Optional['Redis'] = None,
-               result_ttl=None, ttl=None, status: JobStatus = None, description=None,
-               depends_on=None, timeout=None, id=None, origin=None, meta=None,
-               failure_ttl=None, serializer=None, *, on_success=None, on_failure=None) -> 'Job':
+    def create(cls, func: FunctionReferenceType, args: Union[List[Any], Optional[Tuple]] = None,
+               kwargs: Optional[Dict[str, Any]] = None, connection: Optional['Redis'] = None,
+               result_ttl: Optional[int] = None, ttl: Optional[int] = None,
+               status: Optional[JobStatus] = None, description: Optional[str] =None,
+               depends_on: Optional[JobDependencyType] = None,
+               timeout: Optional[int] = None, id: Optional[str] = None,
+               origin=None, meta: Optional[Dict[str, Any]] = None,
+               failure_ttl: Optional[int] = None, serializer=None, *,
+               on_success: Optional[Callable[..., Any]] = None,
+               on_failure: Optional[Callable[..., Any]] = None) -> 'Job':
         """Creates a new Job instance for the given function, arguments, and
         keyword arguments.
-        """
+
+        Args:
+            func (FunctionReference): The function/method/callable for the Job. This can be
+                a reference to a concrete callable or a string representing the  path of function/method to be
+                imported. Effectively this is the only required attribute when creating a new Job.
+            args (Union[List[Any], Optional[Tuple]], optional): A Tuple / List of positional arguments to pass the callable.
+                Defaults to None, meaning no args being passed.
+            kwargs (Optional[Dict], optional): A Dictionary of keyword arguments to pass the callable.
+                Defaults to None, meaning no kwargs being passed.
+            connection (Optional[Redis], optional): The Redis connection to use. Defaults to None.
+                This will be "resolved" using the `resolve_connection` function when initialzing the Job Class.
+            result_ttl (Optional[int], optional): The amount of time in seconds the results should live.
+                Defaults to None.
+            ttl (Optional[int], optional): The Time To Live (TTL) for the job itself. Defaults to None.
+            status (JobStatus, optional): The Job Status. Defaults to None.
+            description (Optional[str], optional): The Job Description. Defaults to None.
+            depends_on (Union['Dependency', List[Union['Dependency', 'Job']]], optional): What the jobs depends on.
+                This accepts a variaty of different arguments including a `Dependency`, a list of `Dependency` or a `Job`
+                list of `Job`. Defaults to None.
+            timeout (Optional[int], optional): The amount of time in seconds that should be a hardlimit for a job execution. Defaults to None.
+            id (Optional[str], optional): An Optional ID (str) for the Job. Defaults to None.
+            origin (Optional[str], optional): The queue of origin. Defaults to None.
+            meta (Optional[Dict[str, Any]], optional): Custom metadata about the job, takes a dictioanry. Defaults to None.
+            failure_ttl (Optional[int], optional): THe time to live in seconds for failed-jobs information. Defaults to None.
+            serializer (Optional[str], optional): The serializer class path to use. Should be a string with the import
+                path for the serializer to use. eg. `mymodule.myfile.MySerializer` Defaults to None.
+            on_success (Optional[Callable[..., Any]], optional): A callback function, should be a callable to run
+                when/if the Job finishes sucessfully. Defaults to None.
+            on_failure (Optional[Callable[..., Any]], optional): A callback function, should be a callable to run
+                when/if the Job fails. Defaults to None.
+
+        Raises:
+            TypeError: If `args` is not a tuple/list
+            TypeError: If `kwargs` is not a dict
+            TypeError: If the `func` is something other than a string or a Callable reference
+            ValueError: If `on_failure` is not a function
+            ValueError: If `on_success` is not a function
+
+        Returns:
+            Job: A job instance.
+        """               
         if args is None:
             args = ()
         if kwargs is None:
@@ -171,25 +254,51 @@ class Job:
 
         return job
 
-    def get_position(self):
+    def get_position(self) -> Optional[int]:
+        """Get's the job's position on the queue
+
+        Returns:
+            position (Optional[int]): The position
+        """        
         from .queue import Queue
         if self.origin:
             q = Queue(name=self.origin, connection=self.connection)
             return q.get_job_position(self._id)
         return None
 
-    def get_status(self, refresh: bool = True) -> str:
+    def get_status(self, refresh: bool = True) -> JobStatus:
+        """Gets the Job Status
+
+        Args:
+            refresh (bool, optional): Whether to refresh the Job. Defaults to True.
+
+        Returns:
+            status (JobStatus): The Job Status
+        """        
         if refresh:
             self._status = as_text(self.connection.hget(self.key, 'status'))
-
         return self._status
 
-    def set_status(self, status: str, pipeline: Optional['Pipeline'] = None):
+    def set_status(self, status: JobStatus, pipeline: Optional['Pipeline'] = None) -> None:
+        """Set's the Job Status
+
+        Args:
+            status (JobStatus): The Job Status to be set
+            pipeline (Optional[Pipeline], optional): Optional Redis Pipeline to use. Defaults to None.
+        """        
         self._status = status
         connection: 'Redis' = pipeline if pipeline is not None else self.connection
         connection.hset(self.key, 'status', self._status)
 
-    def get_meta(self, refresh: bool = True):
+    def get_meta(self, refresh: bool = True) -> Dict:
+        """Get's the metadata for a Job, an arbitrary dictionary.
+
+        Args:
+            refresh (bool, optional): Whether to refresh. Defaults to True.
+
+        Returns:
+            meta (Dict): The dictionary of metadata
+        """        
         if refresh:
             meta = self.connection.hget(self.key, 'meta')
             self.meta = self.serializer.loads(meta) if meta else {}
@@ -231,7 +340,7 @@ class Job:
     @property
     def _dependency_id(self):
         """Returns the first item in self._dependency_ids. Present to
-        preserve compatibility with third party packages..
+        preserve compatibility with third party packages.
         """
         if self._dependency_ids:
             return self._dependency_ids[0]
@@ -250,7 +359,7 @@ class Job:
         return job
 
     @property
-    def dependent_ids(self) -> t.List[str]:
+    def dependent_ids(self) -> List[str]:
         """Returns a list of ids of jobs whose execution depends on this
         job's successful execution."""
         return list(map(as_text, self.connection.smembers(self.dependents_key)))
@@ -287,10 +396,15 @@ class Job:
         return self._failure_callback
 
     def _deserialize_data(self):
+        """Deserializes the Job `data` into a tuple.
+        This includes the `_func_name`, `_instance`, `_args` and `_kwargs`
+
+        Raises:
+            DeserializationError: Cathes any deserialization error (since serializers are generic)
+        """        
         try:
             self._func_name, self._instance, self._args, self._kwargs = self.serializer.loads(self.data)
         except Exception as e:
-            # catch anything because serializers are generic
             raise DeserializationError() from e
 
     @property
@@ -365,45 +479,71 @@ class Job:
         self._data = UNEVALUATED
 
     @classmethod
-    def exists(cls, job_id: str, connection: Optional['Redis'] = None) -> int:
-        """Returns whether a job hash exists for the given job ID."""
+    def exists(cls, job_id: str, connection: Optional['Redis'] = None) -> bool:
+        """Checks whether a Job Hash exists for the given Job ID
+
+        Args:
+            job_id (str): The Job ID
+            connection (Optional[Redis], optional): Optional connection to use. Defaults to None.
+
+        Returns:
+            job_exists (bool): Whether the Job exists
+        """
         conn = resolve_connection(connection)
-        return conn.exists(cls.key_for(job_id))
+        job_key = cls.key_for(job_id)
+        job_exists = conn.exists(job_key)
+        return bool(job_exists)
 
     @classmethod
     def fetch(cls, id: str, connection: Optional['Redis'] = None, serializer=None) -> 'Job':
-        """Fetches a persisted job from its corresponding Redis key and
-        instantiates it.
+        """Fetches a persisted Job from its corresponding Redis key and instantiates it
+
+        Args:
+            id (str): The Job to fetch
+            connection (Optional[&#39;Redis&#39;], optional): An optional Redis connection. Defaults to None.
+            serializer (_type_, optional): The serializer to use. Defaults to None.
+
+        Returns:
+            Job: The Job instance
         """
         job = cls(id, connection=connection, serializer=serializer)
         job.refresh()
         return job
 
     @classmethod
-    def fetch_many(cls, job_ids: t.Iterable[str], connection: 'Redis', serializer=None):
+    def fetch_many(cls, job_ids: Iterable[str], connection: 'Redis', serializer=None) -> List['Job']:
         """
         Bulk version of Job.fetch
 
         For any job_ids which a job does not exist, the corresponding item in
         the returned list will be None.
+
+        Args:
+            job_ids (Iterable[str]): A list of job ids.
+            connection (Redis): Redis connection
+            serializer (Callable): A serializer
+        
+        Returns:
+            jobs (list[Job]): A list of Jobs instances.
         """
         with connection.pipeline() as pipeline:
             for job_id in job_ids:
                 pipeline.hgetall(cls.key_for(job_id))
             results = pipeline.execute()
 
-        jobs: t.List[Optional['Job']] = []
+        jobs: List[Optional['Job']] = []
         for i, job_id in enumerate(job_ids):
-            if results[i]:
-                job = cls(job_id, connection=connection, serializer=serializer)
-                job.restore(results[i])
-                jobs.append(job)
-            else:
+            if not results[i]:
                 jobs.append(None)
+                continue
+
+            job = cls(job_id, connection=connection, serializer=serializer)
+            job.restore(results[i])
+            jobs.append(job)
 
         return jobs
 
-    def __init__(self, id: str = None, connection: Optional['Redis'] = None, serializer=None):
+    def __init__(self, id: Optional[str] = None, connection: Optional['Redis'] = None, serializer=None):
         self.connection = resolve_connection(connection)
         self._id = id
         self.created_at = utcnow()
@@ -429,12 +569,12 @@ class Job:
         self.ttl: Optional[int] = None
         self.worker_name: Optional[str] = None
         self._status = None
-        self._dependency_ids: t.List[str] = []
+        self._dependency_ids: List[str] = []
         self.meta = {}
         self.serializer = resolve_serializer(serializer)
         self.retries_left = None
-        self.retry_intervals: Optional[t.List[int]] = None
-        self.redis_server_version = None
+        self.retry_intervals: Optional[List[int]] = None
+        self.redis_server_version: Optional[Tuple[int, int, int]] = None
         self.last_heartbeat: Optional[datetime] = None
         self.allow_dependency_failures: Optional[bool] = None
         self.enqueue_at_front: Optional[bool] = None
@@ -459,21 +599,38 @@ class Job:
         return hash(self.id)
 
     # Data access
-    def get_id(self):  # noqa
+    def get_id(self) -> str:  # noqa
         """The job ID for this job instance. Generates an ID lazily the
         first time the ID is requested.
+
+        Returns:
+            job_id (str): The Job ID
         """
         if self._id is None:
             self._id = str(uuid4())
         return self._id
 
-    def set_id(self, value: str):
-        """Sets a job ID for the given job."""
+    def set_id(self, value: str) -> None:
+        """Sets a job ID for the given job
+        
+        Args:
+            value (str): The value to set as Job ID
+        """
         if not isinstance(value, str):
             raise TypeError('id must be a string, not {0}'.format(type(value)))
         self._id = value
 
     def heartbeat(self, timestamp: datetime, ttl: int, pipeline: Optional['Pipeline'] = None, xx: bool = False):
+        """Sets the heartbeat for a job.
+        It will set a hash in Redis with the `last_heartbeat` key and datetime value.
+        If a Redis' pipeline is passed, it will use that, else, it will use the job's own connection.
+
+        Args:
+            timestamp (datetime): The timestamp to use
+            ttl (int): The time to live
+            pipeline (Optional[Pipeline], optional): Can receive a Redis' pipeline to use. Defaults to None.
+            xx (bool, optional): Only sets the key if already exists. Defaults to False.
+        """        
         self.last_heartbeat = timestamp
         connection = pipeline if pipeline is not None else self.connection
         connection.hset(self.key, 'last_heartbeat', utcformat(self.last_heartbeat))
@@ -482,13 +639,27 @@ class Job:
     id = property(get_id, set_id)
 
     @classmethod
-    def key_for(cls, job_id: str):
-        """The Redis key that is used to store job hash under."""
+    def key_for(cls, job_id: str) -> bytes:
+        """The Redis key that is used to store job hash under.
+
+        Args:
+            job_id (str): The Job ID
+
+        Returns:
+            redis_job_key (bytes): The Redis fully qualified key for the job
+        """
         return (cls.redis_job_namespace_prefix + job_id).encode('utf-8')
 
     @classmethod
-    def dependents_key_for(cls, job_id: str):
-        """The Redis key that is used to store job dependents hash under."""
+    def dependents_key_for(cls, job_id: str) -> str:
+        """The Redis key that is used to store job dependents hash under.
+
+        Args:
+            job_id (str): The "parent" job id
+
+        Returns:
+            dependents_key (str): The dependents key
+        """
         return '{0}{1}:dependents'.format(cls.redis_job_namespace_prefix, job_id)
 
     @property
@@ -505,25 +676,29 @@ class Job:
     def dependencies_key(self):
         return '{0}:{1}:dependencies'.format(self.redis_job_namespace_prefix, self.id)
 
-    def fetch_dependencies(self, watch: bool = False, pipeline: Optional['Pipeline'] = None):
-        """
-        Fetch all of a job's dependencies. If a pipeline is supplied, and
+    def fetch_dependencies(self, watch: bool = False, pipeline: Optional['Pipeline'] = None) -> List['Job']:
+        """Fetch all of a job's dependencies. If a pipeline is supplied, and
         watch is true, then set WATCH on all the keys of all dependencies.
 
         Returned jobs will use self's connection, not the pipeline supplied.
 
         If a job has been deleted from redis, it is not returned.
-        """
+
+        Args:
+            watch (bool, optional): Wether to WATCH the keys. Defaults to False.
+            pipeline (Optional[Pipeline]): The Redis' pipeline to use. Defaults to None.
+
+        Returns:
+            jobs (list[Job]): A list of Jobs
+        """        
         connection = pipeline if pipeline is not None else self.connection
 
         if watch and self._dependency_ids:
             connection.watch(*[self.key_for(dependency_id)
                                for dependency_id in self._dependency_ids])
 
-        jobs = [job
-                for job in self.fetch_many(self._dependency_ids, connection=self.connection, serializer=self.serializer)
-                if job]
-
+        dependencies_list = self.fetch_many(self._dependency_ids, connection=self.connection, serializer=self.serializer)
+        jobs = [job for job in dependencies_list if job]
         return jobs
 
     @property
@@ -545,18 +720,29 @@ class Job:
 
         return self._exc_info
 
-    def return_value(self, refresh=False) -> Any:
-        """Returns the return value of the latest execution, if it was successful"""
+    def return_value(self, refresh: bool = False) -> Optional[Any]:
+        """Returns the return value of the latest execution, if it was successful
+
+        Args:
+            refresh (bool, optional): Whether to refresh the current status. Defaults to False.
+
+        Returns:
+            result (Optional[Any]): The job return value.
+        """
         from .results import Result
         if refresh:
             self._cached_result = None
 
-        if self.supports_redis_streams:
-            if not self._cached_result:
-                self._cached_result = self.latest_result()
+        if not self.supports_redis_streams:
+            return None
 
-            if self._cached_result and self._cached_result.type == Result.Type.SUCCESSFUL:
-                return self._cached_result.return_value
+        if not self._cached_result:
+            self._cached_result = self.latest_result()
+
+        if self._cached_result and self._cached_result.type == Result.Type.SUCCESSFUL:
+            return self._cached_result.return_value
+        
+        return None
 
     @property
     def result(self) -> Any:
@@ -597,17 +783,33 @@ class Job:
         return self._result
 
     def results(self) -> List['Result']:
-        """Returns all Result objects"""
+        """Returns all Result objects
+
+        Returns:
+            all_results (List[Result]): A list of 'Result' objects
+        """
         from .results import Result
         return Result.all(self, serializer=self.serializer)
 
     def latest_result(self) -> Optional['Result']:
+        """Get the latest job result.
+
+        Returns:
+            result (Result): The Result object
+        """        
         """Returns the latest Result object"""
         from .results import Result
         return Result.fetch_latest(self, serializer=self.serializer)
 
-    def restore(self, raw_data):
-        """Overwrite properties with the provided values stored in Redis"""
+    def restore(self, raw_data) -> Any:
+        """Overwrite properties with the provided values stored in Redis.
+
+        Args:
+            raw_data (_type_): The raw data to load the job data from
+
+        Raises:
+            NoSuchJobError: If there way an error getting the job data
+        """
         obj = decode_redis_hash(raw_data)
         try:
             raw_data = obj['data']
@@ -680,11 +882,17 @@ class Job:
         self.restore(data)
 
     def to_dict(self, include_meta: bool = True, include_result: bool = True) -> dict:
-        """
-        Returns a serialization of the current job instance
+        """Returns a serialization of the current job instance
 
         You can exclude serializing the `meta` dictionary by setting
         `include_meta=False`.
+
+        Args:
+            include_meta (bool, optional): Whether to include the Job's metadata. Defaults to True.
+            include_result (bool, optional): Whether to include the Job's result. Defaults to True.
+
+        Returns:
+            dict: The Job serialized as a dictionary
         """
         obj = {
             'created_at': utcformat(self.created_at or utcnow()),
@@ -741,15 +949,19 @@ class Job:
         return obj
 
     def save(self, pipeline: Optional['Pipeline'] = None, include_meta: bool = True,
-             include_result=True):
-        """
-        Dumps the current job instance to its corresponding Redis key.
+             include_result: bool = True):
+        """Dumps the current job instance to its corresponding Redis key.
 
         Exclude saving the `meta` dictionary by setting
         `include_meta=False`. This is useful to prevent clobbering
         user metadata without an expensive `refresh()` call first.
 
         Redis key persistence may be altered by `cleanup()` method.
+
+        Args:
+            pipeline (Optional[Pipeline], optional): The Redis' pipeline to use. Defaults to None.
+            include_meta (bool, optional): Whether to include the job's metadata. Defaults to True.
+            include_result (bool, optional): Whether to include the job's result. Defaults to True.
         """
         key = self.key
         connection = pipeline if pipeline is not None else self.connection
@@ -766,9 +978,13 @@ class Job:
         """Only supported by Redis server >= 5.0 is required."""
         return self.get_redis_server_version() >= (5, 0, 0)
 
-    def get_redis_server_version(self):
-        """Return Redis server version of connection"""
-        if not self.redis_server_version:
+    def get_redis_server_version(self) -> Tuple[int, int, int]:
+        """Return Redis server version of connection
+        
+        Returns:
+            redis_server_version (Tuple[int, int, int]): The Redis version within a Tuple of integers, eg (5, 0, 9)
+        """
+        if self.redis_server_version is None:
             self.redis_server_version = get_version(self.connection)
 
         return self.redis_server_version
@@ -788,6 +1004,13 @@ class Job:
 
         You can enqueue the jobs dependents optionally,
         Same pipelining behavior as Queue.enqueue_dependents on whether or not a pipeline is passed in.
+
+        Args:
+            pipeline (Optional[Pipeline], optional): The Redis' pipeline to use. Defaults to None.
+            enqueue_dependents (bool, optional): Whether to enqueue dependents jobs. Defaults to False.
+
+        Raises:
+            InvalidJobOperation: If the job has already been cancelled.
         """
         if self.is_canceled:
             raise InvalidJobOperation("Cannot cancel already canceled job: {}".format(self.get_id()))
@@ -834,8 +1057,15 @@ class Job:
                     # handle it
                     raise
 
-    def requeue(self, at_front: bool = False):
-        """Requeues job."""
+    def requeue(self, at_front: bool = False) -> 'Job':
+        """Requeues job
+
+        Args:
+            at_front (bool, optional): Whether the job should be requeued at the front of the queue. Defaults to False.
+
+        Returns:
+            job (Job): The requeued Job instance
+        """
         return self.failed_job_registry.requeue(self, at_front=at_front)
 
     def _remove_from_registries(self, pipeline: Optional['Pipeline'] = None, remove_from_queue: bool = True):
@@ -888,10 +1118,15 @@ class Job:
             registry.remove(self, pipeline=pipeline)
 
     def delete(self, pipeline: Optional['Pipeline'] = None, remove_from_queue: bool = True,
-               delete_dependents=False):
+               delete_dependents: bool = False):
         """Cancels the job and deletes the job hash from Redis. Jobs depending
-        on this job can optionally be deleted as well."""
+        on this job can optionally be deleted as well.
 
+        Args:
+            pipeline (Optional[Pipeline], optional): Redis' piepline. Defaults to None.
+            remove_from_queue (bool, optional): Whether the job should be removed from the queue. Defaults to True.
+            delete_dependents (bool, optional): Whether job dependents should also be deleted. Defaults to False.
+        """
         connection = pipeline if pipeline is not None else self.connection
 
         self._remove_from_registries(pipeline=pipeline, remove_from_queue=remove_from_queue)
@@ -902,21 +1137,29 @@ class Job:
         connection.delete(self.key, self.dependents_key, self.dependencies_key)
 
     def delete_dependents(self, pipeline: Optional['Pipeline'] = None):
-        """Delete jobs depending on this job."""
+        """Delete jobs depending on this job.
+
+        Args:
+            pipeline (Optional[Pipeline], optional): Redis' piepline. Defaults to None.
+        """
         connection = pipeline if pipeline is not None else self.connection
         for dependent_id in self.dependent_ids:
             try:
                 job = Job.fetch(dependent_id, connection=self.connection, serializer=self.serializer)
-                job.delete(pipeline=pipeline,
-                           remove_from_queue=False)
+                job.delete(pipeline=pipeline, remove_from_queue=False)
             except NoSuchJobError:
                 # It could be that the dependent job was never saved to redis
                 pass
         connection.delete(self.dependents_key)
 
     # Job execution
-    def perform(self):  # noqa
-        """Invokes the job function with the job arguments."""
+    def perform(self) -> Any:  # noqa
+        """The main execution method. Invokes the job function with the job arguments.
+        This is the method that actually performs the job - it's what its called by the worker.
+
+        Returns:
+            result (Any): The job result
+        """
         self.connection.persist(self.key)
         _job_stack.push(self)
         try:
@@ -926,13 +1169,19 @@ class Job:
         return self._result
 
     def prepare_for_execution(self, worker_name: str, pipeline: 'Pipeline'):
-        """Set job metadata before execution begins"""
+        """Prepares the job for execution, setting the worker name,
+        heartbeat information, status and other metadata before execution begins.
+
+        Args:
+            worker_name (str): The worker that will perform the job
+            pipeline (Pipeline): The Redis' piipeline to use
+        """
         self.worker_name = worker_name
         self.last_heartbeat = utcnow()
         self.started_at = self.last_heartbeat
         self._status = JobStatus.STARTED
         mapping = {
-            'last_heartbeat': utcformat(self.last_heartbeat),  # type: ignore
+            'last_heartbeat': utcformat(self.last_heartbeat),
             'status': self._status,
             'started_at': utcformat(self.started_at),  # type: ignore
             'worker_name': worker_name
@@ -940,9 +1189,17 @@ class Job:
         if self.get_redis_server_version() >= (4, 0, 0):
             pipeline.hset(self.key, mapping=mapping)
         else:
-            pipeline.hmset(self.key, mapping)
+            pipeline.hmset(self.key, mapping=mapping)
 
-    def _execute(self):
+    def _execute(self) -> Any:
+        """Actually runs the function with it's *args and **kwargs.
+        It will use the `func` property, which was already resolved and ready to run at this point.
+        If the function is a coroutine (it's an async function/method), then the `result`
+        will have to be awaited within an event loop.
+
+        Returns:
+            result (Any): The function result
+        """        
         result = self.func(*self.args, **self.kwargs)
         if asyncio.iscoroutine(result):
             loop = asyncio.new_event_loop()
@@ -950,36 +1207,56 @@ class Job:
             return coro_result
         return result
 
-    def get_ttl(self, default_ttl: Optional[int] = None):
+    def get_ttl(self, default_ttl: Optional[int] = None) -> Optional[int]:
         """Returns ttl for a job that determines how long a job will be
         persisted. In the future, this method will also be responsible
         for determining ttl for repeated jobs.
+
+        Args:
+            default_ttl (Optional[int]): The default time to live for the job
+        
+        Returns:
+            ttl (int): The time to live
         """
         return default_ttl if self.ttl is None else self.ttl
 
-    def get_result_ttl(self, default_ttl: Optional[int] = None):
+    def get_result_ttl(self, default_ttl: Optional[int] = None) -> Optional[int]:
         """Returns ttl for a job that determines how long a jobs result will
         be persisted. In the future, this method will also be responsible
         for determining ttl for repeated jobs.
+
+        Args:
+            default_ttl (Optional[int]): The default time to live for the job result
+        
+        Returns:
+            ttl (int): The time to live for the result
         """
         return default_ttl if self.result_ttl is None else self.result_ttl
 
     # Representation
-    def get_call_string(self):  # noqa
+    def get_call_string(self) -> Optional[str]:  # noqa
         """Returns a string representation of the call, formatted as a regular
         Python function invocation statement.
+
+        Returns:
+            call_repr (str): The string representation
         """
-        return get_call_string(self.func_name, self.args, self.kwargs, max_length=75)
+        call_repr = get_call_string(self.func_name, self.args, self.kwargs, max_length=75)
+        return call_repr
 
     def cleanup(self, ttl: Optional[int] = None, pipeline: Optional['Pipeline'] = None,
                 remove_from_queue: bool = True):
-        """Prepare job for eventual deletion (if needed). This method is usually
-        called after successful execution. How long we persist the job and its
-        result depends on the value of ttl:
+        """Prepare job for eventual deletion (if needed).
+        This method is usually called after successful execution.
+        How long we persist the job and its result depends on the value of ttl:
         - If ttl is 0, cleanup the job immediately.
         - If it's a positive number, set the job to expire in X seconds.
-        - If ttl is negative, don't set an expiry to it (persist
-          forever)
+        - If ttl is negative, don't set an expiry to it (persist forever)
+
+        Args:
+            ttl (Optional[int], optional): Time to live. Defaults to None.
+            pipeline (Optional[Pipeline], optional): Redis' pipeline. Defaults to None.
+            remove_from_queue (bool, optional): Whether the job should be removed from the queue. Defaults to True.
         """
         if ttl == 0:
             self.delete(pipeline=pipeline, remove_from_queue=remove_from_queue)
@@ -1005,10 +1282,13 @@ class Job:
                                  job_class=self.__class__,
                                  serializer=self.serializer)
 
-    def get_retry_interval(self):
+    def get_retry_interval(self) -> int:
         """Returns the desired retry interval.
         If number of retries is bigger than length of intervals, the first
         value in the list will be used multiple times.
+
+        Returns:
+            retry_interval (int): The desired retry interval
         """
         if self.retry_intervals is None:
             return 0
@@ -1017,7 +1297,15 @@ class Job:
         return self.retry_intervals[index]
 
     def retry(self, queue: 'Queue', pipeline: 'Pipeline'):
-        """Requeue or schedule this job for execution"""
+        """Requeue or schedule this job for execution.
+        If the the `retry_interval` was set on the job itself,
+        it will calculate a scheduled time for the job to run, and instead
+        of just regularly `enqueing` the job, it will `schedule` it.
+
+        Args:
+            queue (Queue): The queue to retry the job on
+            pipeline (Pipeline): The Redis' pipeline to use
+        """
         retry_interval = self.get_retry_interval()
         self.retries_left = self.retries_left - 1
         if retry_interval:
@@ -1032,11 +1320,15 @@ class Job:
         depend on are successfully performed. We record this relation as
         a reverse dependency (a Redis set), with a key that looks something
         like:
+        ..codeblock:python::
 
             rq:job:job_id:dependents = {'job_id_1', 'job_id_2'}
 
         This method adds the job in its dependencies' dependents sets,
         and adds the job to DeferredJobRegistry.
+
+        Args:
+            pipeline (Optional[Pipeline]): The Redis' pipeline. Defaults to None
         """
         from .registry import DeferredJobRegistry
 
@@ -1054,14 +1346,14 @@ class Job:
             connection.sadd(self.dependencies_key, dependency_id)
 
     @property
-    def dependency_ids(self):
+    def dependency_ids(self) -> List[bytes]:
         dependencies = self.connection.smembers(self.dependencies_key)
         return [Job.key_for(_id.decode())
                 for _id in dependencies]
 
-    def dependencies_are_met(self, parent_job: Optional['Job'] = None,
-                             pipeline: Optional['Pipeline'] = None, exclude_job_id: str = None):
-        """Returns a boolean indicating if all of this job's dependencies are _FINISHED_
+    def dependencies_are_met(self, parent_job: Optional['Job'] = None, pipeline: Optional['Pipeline'] = None,
+                             exclude_job_id: Optional[str] = None) -> bool:
+        """Returns a boolean indicating if all of this job's dependencies are `FINISHED`
 
         If a pipeline is passed, all dependencies are WATCHed.
 
@@ -1069,6 +1361,14 @@ class Job:
         This is useful when enqueueing the dependents of a _successful_ job -- that status of
         `FINISHED` may not be yet set in redis, but said job is indeed _done_ and this
         method is _called_ in the _stack_ of its dependents are being enqueued.
+
+        Args:
+            parent_job (Optional[Job], optional): The parent Job. Defaults to None.
+            pipeline (Optional[Pipeline], optional): The Redis' pipeline. Defaults to None.
+            exclude_job_id (Optional[str], optional): Whether to exclude the job id.. Defaults to None.
+
+        Returns:
+            are_met (bool): Whether the dependencies were met.
         """
         connection = pipeline if pipeline is not None else self.connection
 
@@ -1076,8 +1376,7 @@ class Job:
             connection.watch(*[self.key_for(dependency_id)
                                for dependency_id in self._dependency_ids])
 
-        dependencies_ids = {_id.decode()
-                            for _id in connection.smembers(self.dependencies_key)}
+        dependencies_ids = {_id.decode() for _id in connection.smembers(self.dependencies_key)}
 
         if exclude_job_id:
             dependencies_ids.discard(exclude_job_id)
@@ -1104,10 +1403,9 @@ class Job:
 
             dependencies_statuses = pipeline.execute()
 
+        allowed_statuses = [JobStatus.FINISHED]
         if self.allow_dependency_failures:
-            allowed_statuses = [JobStatus.FINISHED, JobStatus.FAILED]
-        else:
-            allowed_statuses = [JobStatus.FINISHED]
+            allowed_statuses.append(JobStatus.FAILED)
 
         return all(
             status.decode() in allowed_statuses
@@ -1121,8 +1419,18 @@ _job_stack = LocalStack()
 
 
 class Retry:
-    def __init__(self, max, interval: int = 0):
-        """`interval` can be a positive number or a list of ints"""
+    def __init__(self, max: int, interval: Union[int, List[int]] = 0):
+        """The main object to defined Retry logics for jobs.
+
+        Args:
+            max (int): The max number of times a job should be retried
+            interval (Union[int, List[int]], optional): The interval between retries.
+                Can be a positive number (int) or a list of ints. Defaults to 0 (meaning no interval between retries).
+
+        Raises:
+            ValueError: If the `max` argument is lower than 1
+            ValueError: If the interval param is negative or the list contains negative numbers
+        """
         super().__init__()
         if max < 1:
             raise ValueError('max: please enter a value greater than 0')
diff --git a/rq/serializers.py b/rq/serializers.py
index 00fd0a7b..9e63bc74 100644
--- a/rq/serializers.py
+++ b/rq/serializers.py
@@ -1,6 +1,7 @@
 from functools import partial
 import pickle
 import json
+from typing import Optional, Union
 
 from .utils import import_attribute
 
@@ -20,11 +21,17 @@ class JSONSerializer():
         return json.loads(s.decode('utf-8'), *args, **kwargs)
 
 
-def resolve_serializer(serializer: str):
+def resolve_serializer(serializer=None):
     """This function checks the user defined serializer for ('dumps', 'loads') methods
     It returns a default pickle serializer if not found else it returns a MySerializer
     The returned serializer objects implement ('dumps', 'loads') methods
-    Also accepts a string path to serializer that will be loaded as the serializer
+    Also accepts a string path to serializer that will be loaded as the serializer.
+
+    Args:
+        serializer (Callable): The serializer to resolve.
+    
+    Returns:
+        serializer (Callable): An object that implements the SerializerProtocol
     """
     if not serializer:
         return DefaultSerializer
diff --git a/rq/types.py b/rq/types.py
new file mode 100644
index 00000000..fe8e002d
--- /dev/null
+++ b/rq/types.py
@@ -0,0 +1,17 @@
+from typing import TYPE_CHECKING, Any, Callable, List, TypeVar, Union
+
+if TYPE_CHECKING:
+    from .job import Dependency, Job
+
+
+FunctionReferenceType = TypeVar('FunctionReferenceType', str, Callable[..., Any])
+"""Custom type definition for what a `func` is in the context of a job.
+A `func` can be a string with the function import path (eg.: `myfile.mymodule.myfunc`)
+or a direct callable (function/method).
+"""
+
+
+JobDependencyType = TypeVar('JobDependencyType', 'Dependency', 'Job', str, List[Union['Dependency', 'Job']])
+"""Custom type definition for a job dependencies.
+A simple helper definition for the `depends_on` parameter when creating a job.
+"""
diff --git a/rq/utils.py b/rq/utils.py
index a9fbb1d7..7f9e90be 100644
--- a/rq/utils.py
+++ b/rq/utils.py
@@ -148,11 +148,20 @@ def as_text(v):
         raise ValueError('Unknown type %r' % type(v))
 
 
-def decode_redis_hash(h):
+def decode_redis_hash(h) -> t.Dict[str, t.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
+
+    Returns:
+        Dict[str, t.Any]: The decoded Redis data (Dictionary)
+    """    
     return dict((as_text(k), h[k]) for k in h)
 
 
-def import_attribute(name: str):
+def import_attribute(name: str) -> t.Callable[..., t.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
@@ -216,11 +225,11 @@ def now():
 _TIMESTAMP_FORMAT = '%Y-%m-%dT%H:%M:%S.%fZ'
 
 
-def utcformat(dt: dt.datetime):
+def utcformat(dt: dt.datetime) -> str:
     return dt.strftime(as_text(_TIMESTAMP_FORMAT))
 
 
-def utcparse(string: str):
+def utcparse(string: str) -> dt.datetime:
     try:
         return datetime.datetime.strptime(string, _TIMESTAMP_FORMAT)
     except ValueError:
@@ -320,13 +329,16 @@ def parse_timeout(timeout: t.Any):
     return timeout
 
 
-def get_version(connection: 'Redis'):
+def get_version(connection: 'Redis') -> t.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
@@ -366,6 +378,9 @@ def truncate_long_string(data: str, max_length: t.Optional[int] = None) -> str:
     Args:
         data (str): The data to truncate
         max_length (t.Optional[int], optional): The max length. Defaults to None.
+    
+    Returns:
+        truncated (str): The truncated string
     """
     if max_length is None:
         return data