In order to manage Data Integration, USA Odoo, which is an open API has provided several tools to manage it, but to know which one is best is important to understand “Data Lake”, it is a data management platform that comprises one or more Hadoop clusters, usually, it’s used to process and store nonrelational data, such as log files, JSON objects, images, and social media posts.
When using Hadoop to talk to USA Odoo’s underlying PostgreSQL database, the program provides a tool called Sqoop which uses a JDBC to make the connection. On the other hand, there’s another tool called PIG scripting and processing which is used for “ETL” activities.
Now when using the USA Odoo side to manage the Data Integration we use Python which maps the incoming data to object models, by doing it with this program it is ensured the cleanliness and row/field of the level changes.
There are some of the advantages when using Middleware ( software that lies between an operating system and the applications running on it, enabling communication and data management for distributed applications) like Mule, Kettle, etc, it allows the absorption of other systems quickly without damaging the enterprise architecture. It offers high performance on the short term but long term maintenance is slower. The implementations of this one are not only challenging but expensive. However, if a bi-directional system is used, the initial costs are higher but long term maintenance is lower.
Now let’s talk about the service architecture that USA Odoo provides which are XML-RPC and JSON-RPC, it allows us to support multiple clients and other integrations with external services. USA Odoo is using a structured, extendable schema in PostgreSQL. Clients do not access PostgreSQL directly and will utilize the XML-RPC components for any “CRUD” type actions. This will maintain the integrity and durability of the USA Odoo system.
All of this information is to show people the importance of bringing together huge software and data, it will simplify the information so that executives and directors can be more confident in their decitions because it’ll be quicker, efficient and accurate.