3. Data Validation#

mbl.schema.RandomHeisenbergEDSchema(*args, ...)

Check if all columns in a dataframe have a column in the Schema.

mbl.schema.RandomHeisenbergTSDRGSchema(...)

Check if all columns in a dataframe have a column in the Schema.

mbl.schema.RandomHeisenbergFoldingTSDRGSchema(...)

Check if all columns in a dataframe have a column in the Schema.

Data extracted from the experiment is in the type of DataFrame. We use pandera to check and validate the data in the dataframe.