Visual Object Overview

The Visual Object tools enable the creation of visual representations based on already processed and transformed data. This allows us to effectively illustrate insights, trends, and patterns within the data.

Development Environments

High Performance Computing

These objects provide open development environments where you can write and execute code to solve complex, nested problems and create customized processes tailored to your specific needs.

PHP 7.4 Application
Python 3.8 Advanced ML Application
PHP 8.2 Application
Python 3 FastAPI

Notebooks

The ARPIA Python Notebook is an interactive development environment designed for executing Python code in a cell-based format. It allows users to build, test, and run data processes directly within the platform, leveraging full access to ARPIA's integrated resources.

ARPIA Python Notebook

Notification Engine

This object provides access to ARPIA's Notification Engine, allowing you to configure and customize the platform's email notification system. To enable functionality, a Mailgun API key is required.

AP Notification Engine

Prepare & Transform Tools

These objects enable flexible transformation and preparation of input data to meet specific project requirements. Capabilities include adding indexes to tables, converting data types (e.g., string to binary or numeric formats), transforming dates into numeric formats, and executing SQL code for advanced data preparation. Additionally, tools like the SingularAI Text Splitter allow text to be segmented as needed. Together, these objects offer a comprehensive suite for refining, structuring, and optimizing data for further processing and analysis.

AP Model Render

Web-Hook Sender

This object allows you to configure the platform’s Web-hook sender, enabling it to send web-hook events to a specified web-hook address.

AP Web-Hook Sender

Summary

Object Type	Purpose	Main Use Case	Examples
High Performance Computing	Open coding environments for complex logic and custom processing.	Solving nested problems, developing ML or backend applications.	PHP 7.4 Application, Python FastAPI
Notebooks	Interactive Python coding with cell-based execution.	Data analysis, prototyping, automation.	ARPIA Python Notebook
Notification Engine	Configure the platform’s email notification system.	Sending automated emails via Mailgun.	AP Notification Engine
Prepare & Transform Tools	Modify, clean, and structure data for specific project needs.	Data transformation, formatting, enrichment.	AP Model Render
Web-Hook Sender	Send web-hook events to external URLs.	Triggering events in external systems.	AP Web-Hook Sender