redpanda
convtools
| redpanda | convtools | |
|---|---|---|
| 2 | 3 | |
| 28 | 38 | |
| - | - | |
| 4.3 | 7.2 | |
| about 2 months ago | about 2 months ago | |
| Python | Python | |
| MIT License | MIT License |
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redpanda
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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
It’s definitely a little niche but it lets you take your existing SQLAlchemy ORM models and query them as DataFrames. pd.read_sql (as far as I know) takes raw SQL, but if you already have a whole ORM class with relations hooked up you can use the SQLAlchemy query syntax to get a DataFrame out. See the example here
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
What are some alternatives?
icecream - 🍦 Never use print() to debug again.
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
Python Fire - Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
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.
reloadium - Hot Reloading and Profiling for Python
convtools-ita - convtools is a python library to declaratively define conversions for processing collections, doing complex aggregations and joins.
arrow - 🏹 Better dates & times for Python
protogen-python - The protogen package makes it easy to write protoc plugins in Python
PySnooper - Never use print for debugging again
TinyBaker - Composable, first-order file-to-file transformations in Python
flatsplode - Flatten/Explode JSON objects
better-exceptions - Pretty and useful exceptions in Python, automatically.