Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "decorator" keyword

Top 4.1% on pypi.org
ll-xist 5.75.1
Extensible HTML/XML generator, cross-platform templating language, Oracle utilities and various o...
223 versions - Latest release: about 1 month ago - 1 dependent package - 19 dependent repositories - 4.85 thousand downloads last month - 878 stars on GitHub - 2 maintainers
Top 5.1% on pypi.org
jaynes 0.9.8
A tool for running python code with runner on aws
148 versions - Latest release: 7 months ago - 1 dependent package - 5 dependent repositories - 1.33 thousand downloads last month - 1 maintainer
duality 5.4.5 💰
Decorator library for the creation of CLI applications and scripts.
137 versions - Latest release: over 1 year ago - 4 dependent repositories - 307 downloads last month - 3 stars on GitHub - 1 maintainer
Top 2.2% on pypi.org
pytest-cases 3.8.5
Separate test code from test cases in pytest.
119 versions - Latest release: about 2 months ago - 61 dependent packages - 227 dependent repositories - 318 thousand downloads last month - 326 stars on GitHub - 1 maintainer
logwrap 11.0.0
Decorator for logging function arguments and return value by human-readable way
117 versions - Latest release: 11 months ago - 1 dependent package - 1 dependent repositories - 9.14 thousand downloads last month - 12 stars on GitHub - 1 maintainer
Top 2.4% on pypi.org
pebble 5.0.7
Threading and multiprocessing eye-candy.
97 versions - Latest release: about 2 months ago - 36 dependent packages - 277 dependent repositories - 335 thousand downloads last month - 513 stars on GitHub - 1 maintainer
Top 9.4% on pypi.org
params-proto 2.12.1
Modern Hyper Parameter Management for Machine Learning
91 versions - Latest release: about 1 month ago - 6 dependent packages - 6 dependent repositories - 1.64 thousand downloads last month - 10 stars on GitHub - 1 maintainer
luckydonald-utils 0.83
A collection of utilities I use across different projects
81 versions - Latest release: over 3 years ago - 42 dependent repositories - 8.47 thousand downloads last month - 6 stars on GitHub - 1 maintainer
accepts 2020.12.3
@accepts decorator to check arguments types
72 versions - Latest release: over 3 years ago - 1 dependent package - 5 dependent repositories - 344 downloads last month - 4 stars on GitHub - 2 maintainers
easy-events 3.1.1
An universal wrapper (and useful tool) to make event / commands in python
69 versions - Latest release: 6 months ago - 7 dependent packages - 1 dependent repositories - 834 downloads last month - 4 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
cachier 3.0.0
Persistent, stale-free, local and cross-machine caching for Python functions.
56 versions - Latest release: 3 months ago - 18 dependent packages - 97 dependent repositories - 92.9 thousand downloads last month - 518 stars on GitHub - 1 maintainer
Top 3.4% on pypi.org
strongtyping 3.12.1
Decorator which checks whether the function is called with the correct type of parameters
55 versions - Latest release: 6 months ago - 2 dependent packages - 7 dependent repositories - 35.8 thousand downloads last month - 104 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
wrapt 1.16.0
Module for decorators, wrappers and monkey patching.
55 versions - Latest release: 6 months ago - 693 dependent packages - 123,582 dependent repositories - 137 million downloads last month - 1,916 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
makefun 1.15.2
Small library to dynamically create python functions.
50 versions - Latest release: 6 months ago - 54 dependent packages - 480 dependent repositories - 14.5 million downloads last month - 109 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
astro-sdk-python 1.8.0
Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python...
50 versions - Latest release: 4 months ago - 2 dependent packages - 7 dependent repositories - 91.9 thousand downloads last month - 323 stars on GitHub - 4 maintainers
dhttp 1.3.3
A simple, dynamic, decorator-based HTTP server inspired by Node.js's Express. Supports trio, TLS ...
40 versions - Latest release: almost 5 years ago - 1 dependent repositories - 346 downloads last month - 1 maintainer
module-wrapper 0.3.2
Module wrapper Python library
40 versions - Latest release: about 2 years ago - 35 dependent repositories - 5.2 thousand downloads last month - 3 stars on GitHub - 1 maintainer
aws-lambda-decorators 0.53
A set of python decorators to simplify aws python lambda development
40 versions - Latest release: over 2 years ago - 2 dependent repositories - 3.05 thousand downloads last month - 21 stars on GitHub - 3 maintainers
autoclass 2.2.0
Helps you write compact python classes
37 versions - Latest release: almost 4 years ago - 1 dependent package - 4 dependent repositories - 756 downloads last month - 36 stars on GitHub - 1 maintainer
valid8 5.1.2
Yet another validation lib ;). Provides tools for general-purpose variable validation, function i...
37 versions - Latest release: over 3 years ago - 7 dependent packages - 11 dependent repositories - 3.53 thousand downloads last month - 26 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
clize 5.0.2
Turn functions into command-line interfaces
33 versions - Latest release: 11 months ago - 7 dependent packages - 113 dependent repositories - 66 thousand downloads last month - 472 stars on GitHub - 1 maintainer
Top 5.0% on pypi.org
django-computedfields 0.2.5
autoupdated database fields for model methods
33 versions - Latest release: 4 months ago - 1 dependent package - 21 dependent repositories - 12.2 thousand downloads last month - 87 stars on GitHub - 1 maintainer
only 2020.12.3
@only.<OS> decorator. raise OSError if not supported OS
33 versions - Latest release: over 3 years ago - 1 dependent package - 48 dependent repositories - 266 downloads last month - 1 stars on GitHub - 2 maintainers
kaioretry 1.0.2
All in one retry and aioretry decorators
32 versions - Latest release: 5 months ago - 99 downloads last month - 2 stars on GitHub - 1 maintainer
Top 5.8% on pypi.org
pytest-steps 1.8.0
Create step-wise / incremental tests in pytest.
31 versions - Latest release: over 2 years ago - 3 dependent packages - 126 dependent repositories - 79.4 thousand downloads last month - 55 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
plone.memoize 3.0.2 💰
Decorators for caching the values of functions and methods
30 versions - Latest release: 11 months ago - 35 dependent packages - 120 dependent repositories - 11.9 thousand downloads last month - 1 stars on GitHub - 6 maintainers
Top 4.5% on pypi.org
aspectlib 2.0.0 💰
``aspectlib`` is an aspect-oriented programming, monkey-patch and decorators library. It is usefu...
29 versions - Latest release: over 1 year ago - 4 dependent packages - 25 dependent repositories - 15.8 thousand downloads last month - 109 stars on GitHub - 1 maintainer
hijiki 1.0.60
Python Rabbit wrapper library to simplify to use Exchanges and Queues with decorators
29 versions - Latest release: 10 days ago - 800 downloads last month - 1 maintainer
Top 8.8% on pypi.org
self 2020.12.3
@self decorator makes method return self (jQuery-like chaining)
29 versions - Latest release: over 3 years ago - 4 dependent packages - 201 dependent repositories - 18.7 thousand downloads last month - 4 stars on GitHub - 2 maintainers
telegram-click 6.0.2 💰
Click inspired command interface toolkit for pyton-telegram-bot
28 versions - Latest release: over 1 year ago - 1 dependent package - 5 dependent repositories - 402 downloads last month - 10 stars on GitHub - 1 maintainer
ll-core 1.11.1
LivingLogic base package: ansistyle, color, make, sisyphus, xpit, url, xml_codec
28 versions - Latest release: over 16 years ago - 1 dependent repositories - 155 downloads last month - 1 maintainer
charmonium-cache 1.4.1
Provides a decorator for caching a function between subsequent processes.
26 versions - Latest release: about 1 year ago - 260 downloads last month - 16 stars on GitHub - 1 maintainer
datalite 0.7.3
A small package that binds dataclasses to an sqlite database
26 versions - Latest release: 7 months ago - 1 dependent repositories - 213 downloads last month - 16 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
pid 3.0.4 💰
Pidfile featuring stale detection and file-locking, can also be used as context-manager or decorator
24 versions - Latest release: almost 4 years ago - 19 dependent packages - 268 dependent repositories - 117 thousand downloads last month - 100 stars on GitHub - 1 maintainer
funcnotify 1.3.7
Get notified when your functions finish running
24 versions - Latest release: over 2 years ago - 1 dependent repositories - 168 downloads last month - 7 stars on GitHub - 1 maintainer
py-ke-utils-fastapi 2.2.7
Utilities for FastAPI
23 versions - Latest release: 4 months ago - 552 downloads last month - 3 maintainers
astro-projects 0.8.3
A decorator that allows users to run SQL queries natively in Airflow.
21 versions - Latest release: about 2 years ago - 174 downloads last month - 320 stars on GitHub - 2 maintainers
twigweb 0.5.1
Twig is a frontend and backend web framework utilizing the python socket module to serve http req...
21 versions - Latest release: 8 months ago - 51 downloads last month - 0 stars on GitHub - 1 maintainer
Top 7.1% on pypi.org
requires 0.10.5
Runtime imports and dependency utils
21 versions - Latest release: about 1 year ago - 7 dependent packages - 87 dependent repositories - 14.6 thousand downloads last month - 22 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
cachew 0.16.20240129
Transparent and persistent cache/serialization powered by type hints
21 versions - Latest release: 4 months ago - 3 dependent packages - 4 dependent repositories - 342 downloads last month - 207 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
deprecated 1.2.14
Python @deprecated decorator to deprecate old python classes, functions or methods.
21 versions - Latest release: 12 months ago - 443 dependent packages - 6,507 dependent repositories - 76.9 million downloads last month - 296 stars on GitHub - 1 maintainer
py-redis-utils 2.0.5
Utilities with Redis
20 versions - Latest release: 11 months ago - 177 downloads last month - 3 maintainers
moleskin 1.5.1
A print and debugging utility that makes your error printouts look nice
20 versions - Latest release: about 6 years ago - 1 dependent package - 3 dependent repositories - 3.81 thousand downloads last month - 2 stars on GitHub - 1 maintainer
Top 6.3% on pypi.org
pyvalid 1.0.4
The module, which allows easily validate function's input/output values.
20 versions - Latest release: over 3 years ago - 2 dependent packages - 15 dependent repositories - 222 thousand downloads last month - 30 stars on GitHub - 1 maintainer
Top 3.9% on pypi.org
wrapt-timeout-decorator 1.5.1
The better timout decorator
19 versions - Latest release: 3 months ago - 17 dependent packages - 23 dependent repositories - 196 thousand downloads last month - 137 stars on GitHub - 1 maintainer
retryp 0.1.16
Well-featured retry decorator
18 versions - Latest release: almost 9 years ago - 3 dependent repositories - 97 downloads last month - 2 stars on GitHub - 1 maintainer
Top 4.3% on pypi.org
custom-inherit 2.4.1
A Python package that provides customized docstring inheritance schemes between derived cla...
18 versions - Latest release: about 1 year ago - 14 dependent packages - 20 dependent repositories - 37.2 thousand downloads last month - 64 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
decopatch 1.4.10
Create decorators easily in python.
18 versions - Latest release: about 2 years ago - 5 dependent packages - 57 dependent repositories - 395 thousand downloads last month - 23 stars on GitHub - 1 maintainer
decorum 1.0.3
Tool for writing simple decorators.
18 versions - Latest release: about 7 years ago - 1 dependent repositories - 60 downloads last month - 14 stars on GitHub - 1 maintainer
django-params-validator 1.1.10
Decorator for Django REST Framework for validate params
17 versions - Latest release: about 5 years ago - 1 dependent repositories - 44 downloads last month - 1 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
lambda-decorators 0.6.0
A collection of useful decorators for making AWS Lambda handlers
17 versions - Latest release: about 4 years ago - 1 dependent package - 32 dependent repositories - 24.9 thousand downloads last month - 245 stars on GitHub - 1 maintainer
autothread 0.0.10
Parallelization in python made easy
17 versions - Latest release: about 1 year ago - 1 dependent repositories - 214 downloads last month - 35 stars on GitHub - 1 maintainer
Top 10.0% on pypi.org
log_calls 0.3.2
Debugging and profiling decorator for functions and classes that logs caller name(s), args+values...
17 versions - Latest release: over 7 years ago - 5 dependent repositories - 264 downloads last month - 61 stars on GitHub - 1 maintainer
lambda-handlers 3.0.8
A collection of useful decorators for making AWS Lambda handlers
17 versions - Latest release: over 3 years ago - 1 dependent repositories - 298 downloads last month - 18 stars on GitHub - 2 maintainers
py-worksdone-utils 1.1.6
Utilities with Keycloak
16 versions - Latest release: 4 months ago - 21 downloads last month - 3 maintainers
functimer 1.3.1
A programmatic approach to function runtime estimation.
16 versions - Latest release: about 2 years ago - 1 dependent repositories - 160 downloads last month - 1 stars on GitHub - 1 maintainer
modguard 0.7.1
A Python tool to maintain clean dependencies across python modules.
16 versions - Latest release: 30 days ago - 196 downloads last month - 165 stars on GitHub - 1 maintainer
redisdecor 0.1.12.7
Provides decorators to cache/update/delete results to/from Redis.
16 versions - Latest release: 6 months ago - 706 downloads last month - 0 stars on GitHub - 1 maintainer
moethread 1.4.2
Python wrapper for ThreadPoolExecutor to easily multithread resource bound tasks
15 versions - Latest release: 3 months ago - 1 dependent package - 2 dependent repositories - 143 downloads last month - 3 stars on GitHub - 1 maintainer
suger 0.2.2
suger is a sugar. use python in @decorator/@Annotation like other languages~
14 versions - Latest release: 11 months ago - 92 downloads last month - 4 stars on GitHub - 1 maintainer
mathdunders 0.4.2
Decorator that automatically adds math dunders to a class.
14 versions - Latest release: almost 3 years ago - 1 dependent repositories - 158 downloads last month - 0 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
entrypoint2 0.2.4
easy to use command-line interface for python modules
14 versions - Latest release: about 3 years ago - 5 dependent packages - 317 dependent repositories - 249 thousand downloads last month - 8 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
riprova 0.3.1
Small and versatile library to retry failed operations using different backoff strategies
13 versions - Latest release: 10 months ago - 6 dependent repositories - 670 downloads last month - 116 stars on GitHub - 1 maintainer
py-frameless-utils 0.1.3
Various utilities not depending on Flask/FastAPI or other framework
13 versions - Latest release: 5 months ago - 1 dependent package - 481 downloads last month - 2 maintainers
exdec 1.0.2
Decorator for catching exceptions in functions and methods.
13 versions - Latest release: over 2 years ago - 1 dependent repositories - 119 downloads last month - 2 stars on GitHub - 1 maintainer
Top 6.1% on pypi.org
zope.cachedescriptors 4.3.1
Method and property caching decorators
13 versions - Latest release: over 6 years ago - 20 dependent packages - 264 dependent repositories - 62 thousand downloads last month - 6 stars on GitHub - 29 maintainers
typecheck 0.3.5
A runtime type-checking module for Python
13 versions - Latest release: almost 18 years ago - 4 dependent repositories - 78 downloads last month - 2 maintainers
accustom 1.4.0
Accustom is a library for responding to Custom Resources in AWS CloudFormation using the decorato...
13 versions - Latest release: 10 months ago - 1 dependent repositories - 179 downloads last month - 19 stars on GitHub - 2 maintainers
cure 0.5.1 💰
Decorator for fixing naming conventions to keys of keyword arguments - adds trailing underscores ...
13 versions - Latest release: over 1 year ago - 1 dependent repositories - 1.94 thousand downloads last month - 3 stars on GitHub - 1 maintainer
annotate 1.0.19
Decorator to set a function's __annotations__ like Py3.
13 versions - Latest release: over 1 year ago - 10 dependent repositories - 201 downloads last month - 2 stars on GitHub - 1 maintainer
flowvisor 0.1.10
Visualize and profile your python code with FlowVisor.
13 versions - Latest release: 7 days ago - 1.05 thousand downloads last month - 0 stars on GitHub - 1 maintainer
Top 2.8% on pypi.org
django-cache-memoize 0.2.0
Django utility for a memoization decorator that uses the Django cache framework.
12 versions - Latest release: 8 months ago - 8 dependent packages - 146 dependent repositories - 174 thousand downloads last month - 152 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
cache 1.0.3
caching for humans
12 versions - Latest release: over 11 years ago - 55 dependent repositories - 5.92 thousand downloads last month - 63 stars on GitHub - 1 maintainer
retrace 3.0.0 💰
Configurable elegant retrying.
12 versions - Latest release: almost 5 years ago - 4 dependent repositories - 79 downloads last month - 69 stars on GitHub - 2 maintainers
Top 8.0% on pypi.org
memprof 0.3.6
A memory profiler for Python. As easy as adding a decorator.
12 versions - Latest release: about 5 years ago - 12 dependent repositories - 681 downloads last month - 128 stars on GitHub - 2 maintainers
Top 8.6% on pypi.org
singledispatch 4.1.0 💰
Backport functools.singledispatch to older Pythons.
12 versions - Latest release: 9 months ago - 52 dependent packages - 17,476 dependent repositories - 2.11 million downloads last month - 1 stars on GitHub - 2 maintainers
Top 9.0% on pypi.org
methoddispatch 5.0.1
singledispatch decorator for class methods.
12 versions - Latest release: 6 months ago - 1 dependent package - 5 dependent repositories - 22.1 thousand downloads last month - 5 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
retrying 1.3.4
Retrying
12 versions - Latest release: over 1 year ago - 326 dependent packages - 18,417 dependent repositories - 11.9 million downloads last month - 52 stars on GitHub - 1 maintainer
Top 2.1% on pypi.org
func-timeout 4.3.5
Python module which allows you to specify timeouts when calling any existing function. Also provi...
12 versions - Latest release: almost 5 years ago - 76 dependent packages - 366 dependent repositories - 761 thousand downloads last month - 297 stars on GitHub - 1 maintainer
callmonitor 0.3.7
A light-weight package that allows you to monitor function calls with ease.
12 versions - Latest release: almost 3 years ago - 1 dependent repositories - 80 downloads last month - 1 stars on GitHub - 1 maintainer
cltools 0.5.0
Set of decorators of to create transform a class into a command-line tool.
11 versions - Latest release: about 3 years ago - 4 dependent repositories - 47 downloads last month - 3 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
ratelimit 2.2.1
API rate limit decorator
11 versions - Latest release: over 5 years ago - 111 dependent packages - 633 dependent repositories - 6.75 million downloads last month - 714 stars on GitHub - 1 maintainer
dyndesign 1.1.0
Toolset for Dynamic Design in Python.
11 versions - Latest release: 8 months ago - 1 dependent repositories - 1.13 thousand downloads last month - 11 stars on GitHub - 1 maintainer
ec 0.2.5
ec - a cli interface for python modules.
11 versions - Latest release: over 5 years ago - 10 dependent repositories - 1.11 thousand downloads last month - 2 stars on GitHub - 1 maintainer
code-timer 2.0.0
Custom timer for your Python coding pleasure
11 versions - Latest release: almost 3 years ago - 1 dependent repositories - 59 downloads last month - 2 stars on GitHub - 1 maintainer
Top 8.7% on pypi.org
limiter 0.5.0 💰
⏲️ Easy rate limiting for Python. Rate limiting async and thread-safe decorators and context mana...
11 versions - Latest release: 3 months ago - 1 dependent package - 25 dependent repositories - 12.9 thousand downloads last month - 25 stars on GitHub - 1 maintainer
kwonly-args 1.0.10
Python2 keyword-only argument emulation as a decorator. Python 3 compatible.
11 versions - Latest release: about 8 years ago - 1 dependent package - 28 dependent repositories - 1.28 million downloads last month - 4 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
mando 0.7.1
Create Python CLI apps with little to no effort at all!
11 versions - Latest release: about 2 years ago - 4 dependent packages - 724 dependent repositories - 576 thousand downloads last month - 1 maintainer
retryz 0.1.9
Retry decorator with a bunch of configuration parameters.
10 versions - Latest release: almost 7 years ago - 1 dependent package - 9 dependent repositories - 3.94 thousand downloads last month - 1 stars on GitHub - 1 maintainer
django-active-tab 0.1.1
nav decorator for django views
10 versions - Latest release: almost 10 years ago - 4 dependent repositories - 32 downloads last month - 0 stars on GitHub - 1 maintainer
tempit 0.1.8
A dead simple time decorator
10 versions - Latest release: 3 days ago - 754 downloads last month - 3 stars on GitHub - 1 maintainer
django-component-kit 0.5.1
A lightweight library for flexible Django component building, following Django's principles.
10 versions - Latest release: 3 months ago - 162 downloads last month - 1 stars on GitHub - 1 maintainer
Top 6.6% on pypi.org
decorating 0.6.1
A useful collection of decorators (focused in animation)
10 versions - Latest release: over 6 years ago - 1 dependent package - 4 dependent repositories - 222 downloads last month - 250 stars on GitHub - 1 maintainer
decorators 2.0.7
Quickly create flexible Python decorators
10 versions - Latest release: almost 4 years ago - 1 dependent package - 41 dependent repositories - 7.82 thousand downloads last month - 7 stars on GitHub - 1 maintainer
py-lamina 2.0.2 💰
Add a new layer ("lâmina") to AWS lambda functions
10 versions - Latest release: 8 months ago - 1 dependent package - 1 dependent repositories - 107 downloads last month - 0 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
codetiming 1.4.0
A flexible, customizable timer for your Python code.
10 versions - Latest release: over 1 year ago - 26 dependent packages - 147 dependent repositories - 534 thousand downloads last month - 255 stars on GitHub - 2 maintainers
Top 3.0% on pypi.org
memoization 0.4.0
A powerful caching library for Python, with TTL support and multiple algorithm options. (https://...
10 versions - Latest release: almost 3 years ago - 42 dependent packages - 350 dependent repositories - 924 thousand downloads last month - 220 stars on GitHub - 1 maintainer
Top 9.4% on pypi.org
easy-cache 2.0.0
Useful cache decorators for methods and properties
10 versions - Latest release: over 1 year ago - 3 dependent repositories - 3.57 thousand downloads last month - 34 stars on GitHub - 1 maintainer
lemiknow 0.1.0
Let's you know when your function is called, ends or crashes
10 versions - Latest release: over 4 years ago - 1 dependent repositories - 58 downloads last month - 12 stars on GitHub - 1 maintainer
py-app-properties 1.3.0
Java application properties for Python
10 versions - Latest release: over 1 year ago - 140 downloads last month - 20 stars on GitHub - 1 maintainer
Related Keywords
python 158 decorators 43 python3 37 cache 36 django 26 library 19 api 19 function 18 flask 16 retry 15 caching 15 timer 14 property 13 utility 12 cli 12 exception 12 validation 12 class 12 json 11 wrapper 11 ratelimit 11 memoize 11 performance 10 profiling 10 testing 10 redis 9 logging 9 postgres 8 dispatch 8 flask style 8 sql 8 functional 8 lambda 8 args 8 time 8 async 8 asyncio 7 thread 7 arguments 7 threading 7 python-library 7 properties 7 argparse 7 test 7 simple 7 pandas 7 typing 7 token 7 singleton 7 timeout 7 sqlite 7 rest 7 type 6 aws 6 web 6 command-line 6 development 6 contextmanager 6 data-science 6 type-hints 6 dynamic 6 profiler 6 method 6 memoization 6 utils 6 timing 6 debugging 6 debug 6 utilities 6 s3 5 bigquery 5 snowflake 5 gcs 5 logger 5 data-analysis 5 interval 5 http 5 workflows 5 dags 5 decorators-python 5 benchmarking 5 typechecking 5 airflow 5 provider 5 astronomer 5 annotation 5 task flow 5 elt 5 etl 5 functions 5 task 5 dag 5 pip 5 apache-airflow 5 docker 4 methods 4 job 4 parameters 4 flask-extension 4 package 4