Improve Euler method simulation efficiency #292
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Changes the `record` class method in the History class such that it records the datasets dataframes as entries in a dictionary with the `time_stamp` as keys that map to corresponding dataframe for each element. The `self.dicts` property is introduced to account for this - this is a nested dictionary with the `eptm.elements` as keys and the above dictionaries as the values. This allows for appending the dataframes at each time step without having to load onto memory the increasingly large `self.datasets[element]` dataframes. The `update_datasets` class method is introduced in order to concatenate all the dataframes within `self.datasets[element]` at the end of the simulation. This will be accompanied by changes to the `EulerSolver` class method `solve` to run `History.update_datasets` athe the final time point.
Includes the `History.update_datasets` class method so that it runs at the last iteration of the `EulerSolver.solve` class method to generate the dataframes for History.datasets
edit record method to make simulations faster
Update history.py
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Changes the record class method in the
Historyclass such that it records theself.datasets[element]dataframes as entries in a dictionary with thetime_stampas keys that map to corresponding dataframe for each element.The
self.dictsproperty is introduced to account for this - this is a nested dictionary with theeptm.elementsas keys and the above dictionaries as the values.This allows for appending the dataframes at each time step without having to load onto memory the increasingly large
self.datasets[element]dataframes.The update_datasets class method is introduced in order to concatenate all the dataframes within
self.datasets[element]at the end of the simulation.This will be accompanied by changes to the
EulerSolver.solveclass method to run History.update_datasets at the final time point.