#duckdb tag - Briefly

Writing DataFrame-Agnostic Python Code With Narwhals - Real Python

Narwhals is intended for Python library developers who need to analyze DataFrames in a range of standard formats, including Polars, pandas, DuckDB, and others. It does this by providing a compatibility layer of code that handles any differences between the various formats. In this tutorial, you'll learn how to use the same Narwhals code to analyze data produced by the latest versions of two very common data libraries. You'll also discover how Narwhals utilizes the efficiencies of your source data's underlying library when analyzing your data.

Python

fromPycoders

6 days ago

PyCoder's Weekly | Issue #712

Exploring Quantum Computing & Python Frameworks What are the recent advances in the field of quantum computing and high-performance computing? And what Python tools can you use to develop programs that run on quantum computers? This week on the show, Real Python author Negar Vahid discusses her tutorial, "Quantum Computing Basics With Qiskit." REAL PYTHON podcast

Python

fromInfoWorld

2 months ago

7 newer data science tools you should be using with Python

Several lesser-known Python data-wrangling tools, including ConnectorX and DuckDB, enable faster, parallelized database loading and in-process OLAP analytics beyond Pandas/Numpy.

Software development

fromInfoQ

2 months ago

Scaling an Embedded Database for the Cloud - Challenges and Trade-Offs

Scaling an in-process embedded database to a cloud-native data warehouse requires rethinking architecture and tradeoffs to support distributed, multi-tenant, durable remote execution.

fromPycoders

5 months ago

PyCoder's Weekly | Issue #688

Reading code is a great way to learn to write better code. This involves examining the Python standard library and understanding coding practices through the use of elements like for loops and data structures.

Python

#python

fromRealpython

5 months ago