Asset Library Akumen Documentation

The Asset Library Akumen Documentation To address the problem of data consistency and integrity, akumen encourages the use of an asset library. the asset library acts as a single source of truth. it is a staging area for all the fixed values across the business. an asset is any “concept” in the business. As well as storing individual values such as numerics, text and dates against attributes of an asset, an individual attribute can be linked to a database tables, and filtered down to only retrieve data relevent to that asset.

Asset Library Akumen Documentation The following properties will be used in the model and so will be added to the asset library: payload capacity (tonnes); cycle time (minutes); and availability (percentage). we will now add the mine branch to the asset library and the truck shift assets. Asset library template the asset library is one of the most important parts of akumen. it stores fixed pieces of information for models to draw on. before we can start building our coffee shop model we need the fixed data surrounding this coffee shop. Models that do draw information from the asset library will only take the asset information available to it. if a model is run that does require specific information from the asset library and it does not exist within the asset, the model will leave that piece of information blank. By using an asset parameter node users can get values stored in the asset library and bring them into the driver model. since asset values cannot be changed outside the asset library these values will remain the same during scenario analysis. click here to learn more about the asset library.

Asset Library Akumen Documentation Models that do draw information from the asset library will only take the asset information available to it. if a model is run that does require specific information from the asset library and it does not exist within the asset, the model will leave that piece of information blank. By using an asset parameter node users can get values stored in the asset library and bring them into the driver model. since asset values cannot be changed outside the asset library these values will remain the same during scenario analysis. click here to learn more about the asset library. Linking assets into python code can be done in two ways: through code; or through the research grid for this tutorial we will attach our two assets to the python code as values through the research grid. Asset templates provide a way of setting up the attributes of a template once. every time that template is used to create a new asset, the attributes are automatically created with that asset. Akumen provides the ability to execute python and r models in a safe, secure way that scales horizontally, and can be used for anything from data ingestion, to cleaning, to enrichment, to advanced analytics, and even used to trigger further automated processes within your organisation. In this tutorial we will be using the example of a mine, though the concepts of this tutorial can be transferred to any model where there are constant concepts central to the running of a business. for more information on the asset library click here. the context for this tutorial is as follows:.