convtools
flatsplode
convtools | flatsplode | |
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3 | 1 | |
38 | 17 | |
- | - | |
7.2 | 4.7 | |
2 months ago | about 2 months ago | |
Python | Python | |
MIT License | MIT License |
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convtools
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What is your favorite ,most underrated 3rd party python module that made your programming 10 times more easier and less code ? so we can also try that out :-) .as a beginner , mine is pyinputplus
convtools - I built this to generate ad-hoc data converters, but now what I like the most about it is the functional approach.
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convtools models: yet another Pydantic, but faster; validation first; explicit & safe type casting
Sources: https://github.com/westandskif/convtools
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convtools - Table: a helper for stream processing of table-like data
I released a helper for stream processing of table-like data (including CSVs), which works on top of convtools python library - https://github.com/westandskif/convtools
flatsplode
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What is your favorite ,most underrated 3rd party python module that made your programming 10 times more easier and less code ? so we can also try that out :-) .as a beginner , mine is pyinputplus
I'll shamelessly share a couple I wrote that I'm proud of: flatsplode — flatten + explode nested JSON (works well with pandas) requests-iamauth — requests plugin for using AWS' sigv4 as an HTTP authorizer redpanda — a SQLAlchemy plugin for pulling SQL data as pandas dataframes
What are some alternatives?
prosto - Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions and operations with functions - an alternative to map-reduce and join-groupby
typer - Typer, build great CLIs. Easy to code. Based on Python type hints.
Skytrax-Data-Warehouse - A full data warehouse infrastructure with ETL pipelines running inside docker on Apache Airflow for data orchestration, AWS Redshift for cloud data warehouse and Metabase to serve the needs of data visualizations such as analytical dashboards.
icecream - 🍦 Never use print() to debug again.
convtools-ita - convtools is a python library to declaratively define conversions for processing collections, doing complex aggregations and joins.
UniversalWrapper - A universal shell wrapper for Python
protogen-python - The protogen package makes it easy to write protoc plugins in Python
Django-ORM - Django-ORM-Standalone Template - Use the power of Django's database functionality in regular python scripts.
TinyBaker - Composable, first-order file-to-file transformations in Python
redpanda - Pandas-SQLAlchemy integration
better-exceptions - Pretty and useful exceptions in Python, automatically.
python-o365 - A simple python library to interact with Microsoft Graph and Office 365 API