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Use Python to Download Multiple Files (or URLs) in Parallel

Towards Data Science

Obtaining these data is often frustrating because of the download (or acquisition burden). Fortunately, with a little code, there are ways to automate and speed-up file download and acquisition. Automating file downloads can save a lot of time. There are several ways to automate file downloads with Python.

Python 98
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Enhancing the Python ecosystem with type checking and free threading

Engineering at Meta

Meta and Quantsight have improved key libraries in the Python Ecosystem. Enhancing typed Python in the Python scientific stack Type hints, introduced in Python 3.5 Improved type annotations in pandas TL;DR: Pandas is the second most downloaded package from the Python scientific stack.

Python 65
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No Python, No SQL Templates, No YAML: Why Your Open Source Data Quality Tool Should Generate 80% Of Your Data Quality Tests Automatically

DataKitchen

No Python, No SQL Templates, No YAML: Why Your Open Source Data Quality Tool Should Generate 80% Of Your Data Quality Tests Automatically As a data engineer, ensuring data quality is both essential and overwhelming. Writing SQL, Python, or YAML-based rules should not be a prerequisite for their involvement. Download Now Request Demo

SQL 74
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Meta loves Python

Engineering at Meta

By now you’re already aware that Python 3.12 Learn how and why they built these new features for Python and how they worked with and engaged with the Python community. The post Meta loves Python appeared first on Engineering at Meta. has been released. Send us feedback on Instagram , Threads , or X.

Python 105
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Apache Airflow® Crash Course: From 0 to Running your Pipeline in the Cloud

With over 30 million monthly downloads, Apache Airflow is the tool of choice for programmatically authoring, scheduling, and monitoring data pipelines. Airflow enables you to define workflows as Python code, allowing for dynamic and scalable pipelines suitable to any use case from ETL/ELT to running ML/AI operations in production.

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Writing and linting Python at scale

Engineering at Meta

Python plays a big part at Meta. Meta even made contributions to Python 3.12 , the latest version of Python. On this episode of the Meta Tech Podcast , Meta engineer Pascal Hartig ( @passy ) is joined by Amethyst Reese, a production engineer at Meta, to discuss all things Python at Meta.

Python 104
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Gen AI in Action: Customers’ Cortex AI Stories and Outcomes

Snowflake

To address that, the Advisor360° analytics and insights team built a sentiment model from scratch, using highly specialized, Python-heavy code that would extract data and push it out to a file, then incorporate it into a dashboard. But, of course, the model required constant maintenance and updating.