Hello everyone! Please read this before starting a new discussion.

[josephmachado]

Welcome to Efficient Data Processing in Spark discussions. We will use discussions for any Q&A about data engineering.

Please follow this format when starting a discussion:

---
## Title: [Brief Description of Your Question]

### Prerequisites
Before posting your question, please ensure that you have:
- [ ] Searched the existing issues and discussions to avoid duplicates.
- [ ] Checked the documentation/readme for answers to common questions.
- [ ] Tried to troubleshoot or find the answer yourself (include what you tried).

### Question
**Provide a detailed description of your question:**
(Explain your question with as much context as possible. What are you trying to achieve? What problem are you facing?)

### Relevant Code or Commands
```bash
# Include any relevant code snippets or command lines that you have tried.