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 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 8.4% on pypi.org
reloading 1.1.2
Reloads source code of a running program without losing state
8 versions - Latest release: over 2 years ago - 2 dependent repositories - 309 downloads last month - 1,054 stars on GitHub - 1 maintainer
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 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
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 2.4% on pypi.org
pebble 5.0.7
Threading and multiprocessing eye-candy.
97 versions - Latest release: 2 months ago - 36 dependent packages - 277 dependent repositories - 335 thousand downloads last month - 513 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 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
uto 0.0.1a1
Universal Transfer Operator for Apache Airflow to transfer between files, tables, dataframes, apis.
1 version - Latest release: over 1 year ago - 21 downloads last month - 323 stars on GitHub - 1 maintainer
universal-transfer-operator 0.0.1a1
Universal Transfer Operator for Apache Airflow to transfer between files, tables, dataframes, apis.
1 version - Latest release: over 1 year ago - 16 downloads last month - 323 stars on GitHub - 1 maintainer
apache-airflow-provider-transfers 0.1.0
This project contains the Universal Transfer Operator which can transfer all the data that could ...
1 version - Latest release: about 1 year ago - 62 downloads last month - 323 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
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
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
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
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 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
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
Top 2.5% on pypi.org
timeloop 1.0.2
An elegant way to run period tasks.
3 versions - Latest release: over 5 years ago - 11 dependent packages - 154 dependent repositories - 153 thousand downloads last month - 237 stars on GitHub - 1 maintainer
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 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
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
python-micro-benchmarks 1.0.2
A micro/macro benchmark framework for the Python programming language that helps with optimizing ...
1 version - Latest release: over 2 years ago - 1 dependent repositories - 21 downloads last month - 153 stars on GitHub - 1 maintainer
python-benchmark-harness 1.0.3
A micro/macro benchmark framework for the Python programming language that helps with optimizing ...
1 version - Latest release: over 2 years ago - 1 dependent repositories - 18 downloads last month - 152 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
quickpotato 1.0.1
Making performance testing within Python easy and understandable.
2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 23 downloads last month - 151 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
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
bettererrormessages 0.4
Logic to have suggestions in case of errors (NameError, AttributeError, ImportError, TypeError, e...
1 version - Latest release: about 7 years ago - 2 dependent repositories - 60 downloads last month - 121 stars on GitHub - 1 maintainer
didyoumean-suggestions 0.1
Logic to have suggestions in case of errors (NameError, AttributeError, ImportError, TypeError, e...
4 versions - Latest release: 9 months ago - 2 dependent repositories - 16 downloads last month - 121 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
redis-simple-cache 0.0.8
redis-simple-cache is a pythonic interface for creating a cache over redis. It provides simple de...
8 versions - Latest release: about 9 years ago - 20 dependent repositories - 915 downloads last month - 120 stars on GitHub - 2 maintainers
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
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
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
strongtyping-modules 14.1.2022
Utils for strongtyping.
8 versions - Latest release: over 2 years ago - 1 dependent repositories - 54 downloads last month - 104 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 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
chaos-lambda 0.2.4
Decorators and Class to inject failures into AWS Lambda functions
7 versions - Latest release: over 4 years ago - 1 dependent repositories - 277 downloads last month - 94 stars on GitHub - 1 maintainer
python-decotools 0.0.1
Python decorator tools.
2 versions - Latest release: 6 days ago - 148 downloads last month - 87 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
python-decorator 0.0.2
Python decorator.
6 versions - Latest release: 20 days ago - 518 downloads last month - 87 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 8.7% on pypi.org
pyplugs 0.4.0
PyPlugs, decorator based plug-in architecture for Python
8 versions - Latest release: about 3 years ago - 4 dependent repositories - 97.2 thousand downloads last month - 67 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 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
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
delay_decorator 1.0.1
A python Function / Method delay executing system base on function Decorators.
2 versions - Latest release: about 8 years ago - 2 dependent repositories - 22 downloads last month - 58 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 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 3.8% on pypi.org
lazy 1.6
Lazy attributes for Python objects
7 versions - Latest release: 8 months ago - 36 dependent packages - 818 dependent repositories - 291 thousand downloads last month - 49 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
data-cache 0.1.6
Data Cache
3 versions - Latest release: almost 3 years ago - 2 dependent packages - 1 dependent repositories - 1.43 thousand downloads last month - 49 stars on GitHub - 2 maintainers
Top 7.7% on pypi.org
flask-kafka 0.1.0
An easy to use kafka consumer that uses the confluent kafka library, it runs concurrently with yo...
4 versions - Latest release: 4 months ago - 9 dependent repositories - 3 thousand downloads last month - 43 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
singleton-decorator 1.0.0
A testable singleton decorator
1 version - Latest release: almost 7 years ago - 16 dependent packages - 91 dependent repositories - 796 thousand downloads last month - 42 stars on GitHub - 1 maintainer
classtools-autocode 1.1.0
Helps you write compact python classes
2 versions - Latest release: almost 7 years ago - 1 dependent repositories - 6 downloads last month - 36 stars on GitHub - 1 maintainer
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
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
constable 0.3.1
One decorator for lazy debugging. Inserts print statements directly into your AST.
3 versions - Latest release: about 1 month ago - 3 dependent packages - 1.02 thousand downloads last month - 35 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
Top 9.8% on pypi.org
decohints 1.0.9
A decorator for decorators that allows you to see the parameters of a decorated function when usi...
9 versions - Latest release: about 1 year ago - 2 dependent packages - 3 dependent repositories - 19.1 thousand downloads last month - 34 stars on GitHub - 1 maintainer
semisync 0.1
A decorator-based module for semi-synchronous programming
1 version - Latest release: over 10 years ago - 2 dependent repositories - 2 downloads last month - 34 stars on GitHub - 1 maintainer
puffadder 0.1
A set of boilerplate reducing decorators, based off of Java's Lombok package
1 version - Latest release: 9 months ago - 2 dependent repositories - 31 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 5.9% on pypi.org
memoized-property 1.0.3
A simple python decorator for defining properties that only run their fget function once
4 versions - Latest release: over 7 years ago - 8 dependent packages - 499 dependent repositories - 40.4 thousand downloads last month - 29 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 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
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
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
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
conjector 1.8.0
Config injector for Python
8 versions - Latest release: about 1 year ago - 76 downloads last month - 20 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
deckar01-ratelimit 3.0.2
API rate limit decorator
3 versions - Latest release: over 2 years ago - 1 dependent package - 8 dependent repositories - 709 downloads last month - 20 stars on GitHub - 1 maintainer
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
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
django-query-counter 0.4.0
Debug tool to print sql queries count to the console
9 versions - Latest release: 6 months ago - 2 dependent repositories - 10.5 thousand downloads last month - 18 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
reretry 0.11.8
An easy to use, but functional decorator for retrying on exceptions.
5 versions - Latest release: over 1 year ago - 7 dependent packages - 17 dependent repositories - 70.1 thousand downloads last month - 18 stars on GitHub - 1 maintainer
django-rest-params 1.0.2 💰
Function decorator for Django REST Framework for specifying and constraining API parameters.
3 versions - Latest release: over 9 years ago - 3 dependent repositories - 57 downloads last month - 18 stars on GitHub - 1 maintainer
lru2cache 0.1.2
A least recently used (LRU) 2 layer caching mechanism based in part on the Python 2.7 back-port o...
3 versions - Latest release: over 8 years ago - 2 dependent repositories - 37 downloads last month - 17 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
limit 0.2.3
Decorator that limits the calling rate of a function
5 versions - Latest release: over 7 years ago - 29 dependent repositories - 3.36 thousand downloads last month - 17 stars on GitHub - 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
pydantic-webargs 1.1.0
Pydatic webargs
6 versions - Latest release: over 2 years ago - 1 dependent repositories - 1.01 thousand downloads last month - 16 stars on GitHub - 1 maintainer
querky 0.1.2
Turn your raw SQL queries into pure Python PEP484 type annotated functions with a single decorator.
3 versions - Latest release: 2 months ago - 25 downloads last month - 14 stars on GitHub - 1 maintainer
hooking 0.0.9
Generic dual-paradigm hooking mechanism
9 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 65 downloads last month - 14 stars on GitHub - 1 maintainer
Top 7.6% on pypi.org
deprecat 2.1.1
Python @deprecat decorator to deprecate old python classes, functions or methods.
8 versions - Latest release: over 2 years ago - 2 dependent packages - 56 dependent repositories - 818 thousand downloads last month - 14 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
valdec 1.1.0
Decorator for validating function arguments and result.
9 versions - Latest release: over 3 years ago - 1 dependent repositories - 361 downloads last month - 13 stars on GitHub - 1 maintainer
retry_on_exceptions 0.1
Decorator for retrying a function N times in case some specified exception occurs.
1 version - Latest release: over 11 years ago - 4 dependent repositories - 21 downloads last month - 13 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
pynotify 0.1.1
Python decorator that notifies via email (Gmail) the termination (and eventual stacktrace in case...
2 versions - Latest release: over 7 years ago - 20 dependent repositories - 366 downloads last month - 12 stars on GitHub - 1 maintainer
decoratorium 2.0
Decorator class implementation.
2 versions - Latest release: about 7 years ago - 1 dependent repositories - 29 downloads last month - 12 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
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
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
aiodecorators 0.2.1
Function decorators based on asyncio synchronization primitives
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 3.91 thousand downloads last month - 10 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
ediblepickle 1.1.3
Checkpoint
7 versions - Latest release: over 10 years ago - 14 dependent repositories - 177 downloads last month - 10 stars on GitHub - 1 maintainer
numbakit-anjit 0.2 💰
Annotation aware numba njit.
2 versions - Latest release: about 3 years ago - 1 dependent repositories - 27 downloads last month - 9 stars on GitHub - 1 maintainer
moba-cache 1.3
mobacache is a pythonic interface for creating a cache over redis or other provider. It provides ...
4 versions - Latest release: about 7 years ago - 1 dependent repositories - 51 downloads last month - 9 stars on GitHub - 1 maintainer
django-cache-decorator 0.4.1
Easily add caching to functions within a django project.
2 versions - Latest release: about 9 years ago - 2 dependent repositories - 11 downloads last month - 9 stars on GitHub - 1 maintainer
doit-api 0.8.0
`pydoit` for humans: an API to create `doit` tasks faster and more reliably.
5 versions - Latest release: over 3 years ago - 1 dependent repositories - 156 downloads last month - 8 stars on GitHub - 1 maintainer
Related Keywords
python 158 decorators 43 python3 37 cache 36 django 26 api 19 library 19 function 18 flask 16 retry 15 caching 15 timer 14 property 13 validation 12 class 12 cli 12 exception 12 utility 12 wrapper 11 json 11 ratelimit 11 memoize 11 testing 10 profiling 10 performance 10 redis 9 logging 9 postgres 8 flask style 8 sql 8 lambda 8 args 8 dispatch 8 time 8 async 8 functional 8 test 7 typing 7 rest 7 arguments 7 asyncio 7 threading 7 thread 7 argparse 7 python-library 7 token 7 sqlite 7 timeout 7 properties 7 pandas 7 singleton 7 simple 7 web 6 development 6 utils 6 aws 6 utilities 6 contextmanager 6 type-hints 6 method 6 memoization 6 profiler 6 type 6 command-line 6 dynamic 6 timing 6 data-science 6 debugging 6 debug 6 task 5 annotation 5 functions 5 gcs 5 data-analysis 5 dags 5 bigquery 5 interval 5 apache-airflow 5 dag 5 etl 5 elt 5 benchmarking 5 task flow 5 airflow 5 provider 5 s3 5 astronomer 5 snowflake 5 workflows 5 decorators-python 5 typechecking 5 pip 5 logger 5 http 5 rate-limit 4 job 4 argument 4 docker 4 validator 4 timeit 4