Source code for simplelife.simplelife

"""The main module to build a simplelife model.

This module contains only one function :py:func:`build`,
which creates a model from source modules and return it.

If this module is run as a script, the :py:func:`build` function is called
and the created model is available as ``model`` global variable.
"""

import sys, os
import modelx as mx

if '__file__' in globals():
    proj_dir = os.path.abspath(os.path.dirname(__file__))
    if proj_dir not in sys.path:
        sys.path.insert(0, proj_dir)
else:
    proj_dir = ''


[docs]def build(load_saved=False): """Build a model and return it. Read input data from `input.xlsm`, create `Input` space and its subspace and cells and populate them with the data. Args: load_saved: If ``True``, input data is read from `lifelib.mx` file instead of `input.xlsm`, which is saved when :py:func:`build_input <simplelife.build_input.build_input>` is executed last time. Defaults to ``False`` """ # ------------------------------------------------------------------------ # Build Input space from build_input import build_input if load_saved: model = mx.open_model(proj_dir + '/lifelib.mx') input = model.Input else: model = mx.new_model(name='lifelib') input = build_input(model, proj_dir + '/input.xlsm') model.save(proj_dir + '/lifelib.mx') # ------------------------------------------------------------------------ # Build CommFunc space lifetable_refs = {'Input': input} def lifetable_params(Sex, IntRate, TableID): refs={'MortalityTable': Input.MortalityTables(TableID).MortalityTable} return {'bases': _self, 'refs': refs} lifetable = model.new_space_from_module( module_='lifetable', name='LifeTable', formula=lifetable_params, refs=lifetable_refs) # ------------------------------------------------------------------------ # Build Policy space from policy import policy_attrs policy_refs = {'PolicyData': input.PolicyData, 'ProductSpec': input.ProductSpec, 'LifeTable': lifetable, 'PolicyAttrs': policy_attrs} def policy_params(PolicyID): refs = {attr: PolicyData[PolicyID].cells[attr] for attr in PolicyAttrs} alias = {'PremTerm': refs['PolicyTerm'], 'x': refs['IssueAge'], 'm': refs['PolicyTerm'], 'n': refs['PolicyTerm']} refs.update(alias) return {'bases': _self, 'refs': refs} policy = model.new_space_from_module( module_='policy', name='Policy', formula=policy_params, refs=policy_refs) # ------------------------------------------------------------------------ # Build Assumptions space asmp_refs = {'Policy': policy, 'ProductSpec': input.ProductSpec, 'MortalityTables': input.MortalityTables, 'asmp': input.Assumptions, 'asmp_tbl': input.AssumptionTables} def asmp_params(PolicyID): refs = {'pol': Policy[PolicyID]} alias = {'prd': refs['pol'].Product, 'polt': refs['pol'].PolicyType, 'gen': refs['pol'].Gen} refs.update(alias) return {'bases': _self, 'refs': refs} asmp = model.new_space_from_module( module_='assumptions', name='Assumptions', formula=asmp_params, refs=asmp_refs) asmp.allow_none = True # ------------------------------------------------------------------------ # Build Assumptions space def econ_params(ScenID): refs = {'Scenario': Input.Scenarios[ScenID]} return {'bases': _self, 'refs': refs} economic = model.new_space_from_module( module_='economic', name='Economic', formula=econ_params, refs={'asmp': asmp, 'Input': input}) # ------------------------------------------------------------------------ # Build Projection space proj_refs = {'Policy': policy, 'Assumptions': asmp, 'Economic': economic} def proj_params(PolicyID, ScenID=3): refs = {'pol': Policy[PolicyID], 'asmp': Assumptions[PolicyID], 'scen': Economic[ScenID]} return {'bases': _self, 'refs': refs} proj = model.new_space_from_module( module_='projection', name='Projection', formula=proj_params, refs=proj_refs) return model
if __name__ == '__main__': model = build()