CData API Server vs. CData Python Connectors vs. DreamFactory vs. HULFT IoT Comparison Chart

CData Python Connectors simplify the way that Python users connect to SaaS, Big Data, NoSQL, and relational data sources. Our Python Connectors offer simple Python database interfaces (DB-API), making it easy to connect with popular tooling like Jupyter Notebook, SQLAlchemy, pandas, Dash, Apache Airflow, petl, and more. CData Python Connectors create a SQL wrapper around APIs and data protocols, simplifying data access from within Python and enabling Python users to easily connect more than 150 SaaS, Big Data, NoSQL, and relational data sources with advanced Python processing. The CData Python Connectors fill a critical gap in Python tooling by providing consistent connectivity with data-centric interfaces to hundreds of different SaaS/Cloud, NoSQL, and Big Data sources. Download a 30-day free trial or learn more at: https://www.cdata.com/python/

HULFT IoT is enterprise-class managed file transfer middleware for IoT devices which prevents data loss in mission critical use cases such as the payment, security, and monitoring. Implementing IoT data collection with MQTT or HTTPS requires the user to learn the protocol. HULFT IoT only requires installing the software, providing agile data collection. By using DataSpider Servista, our enterprise application integration (EAI) tool, you can link various applications with the data collected by HULFT IoT. No coding is required, you can set everything up with just drag-and-drop. This machine tool maker used to visit customers to perform inspections and perform maintenance work. Each device output data into an operational log. Analyzing this helped them predict when maintenance was necessary. To improve operational efficiency, they wished to monitor the devices remotely and dispatch maintenance personnel on an as-needed basis. However, the device’s output around 10GB of log data per day.