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Book Data Quality for Software Engineers

Languages & Frameworks:   Java Python Rust C Docker

Databases & DevOps:   PostgreSQL MongoDB Redis Docker Compose Git

AI & Machine Learning:   LangChain PyTorch TensorFlow HuggingFace Ollama

Book & License:   Book DeepWiki License: GPL v3

Website & Contact:   Website LinkedIn Email

Code Examples for the Book

General information for Java projects

  • The book is free (open access). You can get it here: Download Page
  • The repository contains most of the code examples in the book.
  • Please note that this is a draft version (preprint) of the book and the code examples. We appreciate your feedback, ideas, discussion, and other contributions.
  • GitHub page: http://dqman.org
  • Install JDK (22 or higher)
  • Activate Lombok and enable annotation processing in IDE
  • Install Maven, Docker, IDE (IDEA, VS Code, ...)

Other languages

  • For the C examples (folder C) you will need a C or C++ compiler
  • For the Python examples (folder python) please read the README.md

Contact

We are happy to hear from you. Ideas, code improvements, and other contributions are welcome!

Repo structure

  • We use different programming languages and frameworks so in the future we will probably split up the repo.
  • For now, the Java modules can be build with Maven, the Python code modules are in the subfolder python.
  • Some examples require Docker and Docker compose

Detailed information

  • Each example should have its own README.md (sorry, if this is currently not yet the case)

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