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Questions tagged [data-modeling]

Elaborating passive data structures based on the analysis of data requirements for the purpose of designing and implementing standardised data formats, databases and data processing systems.

4 votes
5 answers
2k views

What is the normal form of JSON?

This is going to sound like a trivial question, but I like to think it's actually a deep one. The simple quesiton is, "What is the normal form of a typical JSON object?" For reference, I ...
0 votes
1 answer
120 views

Data Flow in Data Flow Diagram

Consider the following level - 0 dataflow diagram for a patient management system : Consider the doctor entity, the system provides an appointment report to the doctor. If the system only generates ...
-1 votes
1 answer
190 views

Modeling a CSV file: What is the standard? Python or SQL?

I have a wide CSV file of about 350mb, and want to load it into a SQL database and properly model the data to make it easier to use for analysis. I could split the data into tables with python and ...
0 votes
0 answers
27 views

3 QAbstractListModels versus 1 QAbstractItemModel

This is a simplified representation of the existing data structure I have in my code (The actual data structure is composed of classes), the data of which I need to display and modify via multiple ...
0 votes
1 answer
91 views

using same table for multiple features a bad coupling?

We are migrating a template that was a mere questions array questions [ { type:text, name:first, value:What is our name },{ type:radio, name:favourite fruits, value:[ ...
1 vote
5 answers
296 views

Data Modeling: Are technical concepts within a tool that implement a business entity entities as well?

I believe this forum is the correct one for my question, based on the community guidelines but let me know if not. It seemed like the best fit. I am performing a data modeling exercise to formulate a ...
0 votes
0 answers
23 views

An IoT client and MVC-based server. Data model with different fields per type?

The problem Let's assume such scenario: List of IoT devices (one model?) Each list item has (among other fields) a type field Depending on the value in the type field, device may report different ...
0 votes
2 answers
116 views

Tradeoff: Fetching less data vs having a simpler data model

We have 2 vehicle types in our system Car and Bike. Both can be associated with a Report. There are components in our system which operate on Report but when dealing with the report they need to check ...
2 votes
3 answers
970 views

Database Model Classes in TypeScript

I'm using Knex.js with TypeScript for database access. Table uid (UUID, auto-generated by Postgres) name (varchar) Model interface User { uid: string | null; name: string; }...
1 vote
2 answers
814 views

Should I duplicate or inherit a python dataclass which changes attributes based on the version of an API endpoint?

I'm working on a python library for a REST API.I'm using python data classes to represent the structure of the returned JSON The v2 of this API returns a slightly different object when compared to v1. ...
1 vote
0 answers
620 views

Python - Where do I store data classes which are common across different files?

I'm working on a python wrapper for a REST API. I'm using python data classes to store the shape of the JSON response of each endpoint so developers have features like autocomplete and objects they ...
5 votes
3 answers
466 views

Rebuilding a legacy application : What about the data model?

I am currently rebuilding from scratch a product catalogue (to feed a shopping website). The existing legacy system is heterogenous, Long story short : The some products are stored in a FileMaker ...
0 votes
2 answers
282 views

Creating a "pass-through" dynamic model

We have a layer that exists in our architecture that, for lack of a better term, bears the responsibility of defining the common models. In other words, when systems need to communicate, rather than ...
4 votes
3 answers
128 views

Using Multiple 'Sub-types' vs a larger single type?

I have a user model in an application that I'm working on, which currently uses sub-types to encapsulate properties depending on what type of user you are - I just can't help but think that this is ...
2 votes
1 answer
250 views

User (Actor) data shared across Domains / Microservices

I have read through a number of posts on Software Engineering but am unable to find a suitable solution for the problem my team and I are trying to solve. We are building a system where we have ...

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