How Do Python Framework APIs Evolve? An Exploratory Study

We take a first look at the evolution of Python framework APIs and the resulting compatibility issues in client applications.

Python framework APIs evolve? What are the common pat- terns? How do such patterns differ from the API evolution patterns of SPL frameworks?

How Do Python Framework APIs Evolve? An Exploratory Study

Python is a popular dynamic programming language. In recent years, many frameworks implemented in Python have been widely used for data science and web ...

How Do Python Framework APIs Evolve? An Exploratory Study

A tool is designed and implemented, PYCOMPAT, to automatically detect compatibility issues caused by misusing evolved framework APIs in Python applications ...

How Do Python Framework APIs Evolve? An Exploratory Study

While existing work has studied the evolution of frameworks in static programming languages such as Java, little is known on how Python framework. APIs evolve ...

How Do Python Framework APIs Evolve? An Exploratory Study

... Most API changes include moving methods or fields around and renaming or changing method signatures [1]. These changes may induce compatibility issues in ...

‪Zhaoxu Zhang‬ - ‪Google Scholar‬

How do python framework apis evolve? an exploratory study. Z Zhang, H Zhu, M ... 2020 ieee 27th international conference on software analysis, evolution and …, ...

An exploratory study of api changes and usages based on apache ...

35 Citations · Which API Lifecycle Model is the Best for API Removal Management? · Classification of Changes in API Evolution · How Do Python Framework APIs Evolve ...

Mapping APIs in Dynamic-typed Programs by Leveraging Transfer ...

An empirical study of the Python/C API on evolution and bug patterns. ... How do Python framework APIs evolve? An exploratory study. In ...

What Python Frameworks do you use? : r/devops - Reddit

I know for a fact that everyone should learn to import csv or even flask / fast api. What do you all use / think everyone should know how to use ...

Unveiling the Mystery of API Evolution in Deep Learning Frameworks

To fill this gap, we conduct a large-scale and in-depth study on the API evolution of Tensorflow 2, which is currently the most popular deep learning framework.

An Exploratory Study of API Workarounds

“I'm wanting to use the python-amazon-product-api wrapper to access the Amazon API ... How do APIs evolve? A story of refactoring. Journal of Software Maintenance ...

(PDF) A Systematic Review of API Evolution Literature - ResearchGate

Prior research has uncovered many challenges to the development, usage, and evolution of APIs. While some challenges have been studied and ...

Towards Automated Detection of Deprecated APIs in Python Libraries

Xiong, “How do python framework apis evolve? an exploratory study,” in 2020 IEEE. 27th International Conference on Software Analysis, Evolution and.

Exploring how deprecated Python library APIs are (not) handled

In this paper, we present the first exploratory study of deprecated Python library APIs to understand the status quo of API deprecation in the realm of Python ...

Characterizing Deprecated Deep Learning Python APIs

Our research seeks to provide developers with insight into how TensorFlow deprecated APIs evolve, ... How do python framework. APIs evolve? an exploratory study.

If you are a data scientist that also builds web applications ... - Quora

If you are more hardcore, learn HTML, JS, CSS, and a server language like Python or PHP - then use d3 to visualize your results - and create a ...

Python App Development: In-Depth Guide for Product Owners

Python web applications can be deployed using various deployment options, such as traditional servers (e.g., Apache, Nginx), cloud platforms ( ...

What Python frameworks are best suited for developing RESTful ...

By storing copies of frequently accessed data in a fast-access storage layer, APIs can reduce the time taken to retrieve this data. Python's ...

[D] What are the necessary python framework(s) to learn to become ...

Exploratory data analysis with pandas + matplotlib/seaborn (a ... frameworks have/will eventually have good dataframe APIs. Upvote 1