modelx allows you to create Spaces or Cells populated with data from data sources.
The supported types of data sources are:
- Excel files
- Comma-separated values (CSV) files
- Pandas DataFrame and Series objects
The following methods of UserSpace create cells from the data sources.
The methods below create a UserSpace and optionally DynamicSpaces in the Model or UserSpace, and then creates Cells in the Static/Dynamic Spaces with values imported from the data sources.
If the user writes models to files and the model contains Spaces and Cells created from the data source files (Excel or CSV files), those data source files are copied into the model folder/directory. If a model contains Spaces and Cells created from Pandas DataFrame or Series objects, those objects are serialized and saved as binary files in the model folder.
If data source files or objects are modified after the creation of Space and Cells before the model is written to the files, the data sources are saved reflecting the changes. .. See Saving Model section for more details.