Database

[ryansurf]

I was thinking we could implement a database that can keep track of daily surf data. We can then add a feature to display historical data in streamlit/the command line

@K-dash thoughts?

[K-dash]

Hi! @ryansurf

Implementing a database is an interesting initiative!
When implementing a database, I believe we need to consider the following points:

Benefits of Implementing a Database to Store Historical Ocean Data

I believe the main benefits are:

• Using historical data for future predictive analysis
• Long-term trend analysis (possibly observing seasonal variations and year-to-year changes)

What are your thoughts on this?

Database Deployment and Usage

While using free cloud-based managed database services is an option, it would require users to create individual accounts, potentially decreasing user convenience. Given that the current focus is on local environment usage, I think a configuration where the database can be easily set up using Docker Compose would be more appropriate.

Potential Database Candidates

I believe relational databases (MySQL or PostgreSQL) would work well, but it might also be interesting to adopt a document-oriented NoSQL database like MongoDB.
It might be best to decide based on how you plan to utilize the stored data and considering the structure of the data to be stored!

[ryansurf]

@K-dash predictive analysis would be awesome!

I think analyzing seasonal variations/year-to-year changes would be interesting... especially with temperature data.

I was also thinking using a locally setup database, using Docker seems like the right choice.

I was thinking a NoSQL db like MongoDB would be a good candidate. I like the JSON structure 😁

[ruhi47]

Hey @ryansurf ,
How about building implementing this using a SVM model, it has good accuracy and feeding historical data at first and then real-time afterwards. I have experience in building something like this. Assign me please! Thank you!

[ryansurf]

Hey @ryansurf ,

How about building implementing this using a SVM model, it has good accuracy and feeding historical data at first and then real-time afterwards. I have experience in building something like this. Assign me please! Thank you!

Hello @ruhi47!

Sorry for the late response, I've been on vacation. That sounds great, I haven't used an svm model before and I'd love to give it a shot. If you have any questions I'll be able to help in a few days

Assigning it to you now

[ruhi47]

Thank you!

[ruhi47]

Hey @ryansurf , sorry for no PRs but have been sick for couple of weeks, will start this from today !

[ryansurf]

Hey @ruhi47, any progress on this?