Note
Click here to download the full example code
ifrs17sim
IFRS waterfall chart¶
The script draws multiple waterfall charts, each of which depict sources of changes in balances related to IFRS17. The script is broken down into pieces of code, and explained in a Jupyter notebook, IFRS17 Simulation (Baseline).
The live version of the notebook is available online.
Out:
Started loading data from 'input.xlsx'.
Loading PolicyData...Done. (0.50secs)
Loading MortalityTables...Done. (0.28secs)
Loading ProductSpec...Done. (0.28secs)
Loading OtherParam1...Done. (0.24secs)
Loading OtherParams2...Done. (0.23secs)
Loading Assumption...Done. (0.26secs)
Loading AssumptionTables...Done. (0.48secs)
Loading Scenarios...Done. (0.27secs)
Input space and its sub spaces are saved in '[project name].mx'.
You can load input data from the saved file instead of 'input.xlsx'
by passing 'load_saved=True' to simplelife.build function.
import matplotlib.pyplot as plt
from draw_charts import draw_waterfall, get_waterfalldata
try:
import ifrs17sim.ifrs17sim as ifrs17sim
except ImportError:
import ifrs17sim
model = ifrs17sim.build()
proj = model.OuterProj[1]
# CSM Amortization
csmrf = get_waterfalldata(
proj,
items=['CSM',
'IntAccrCSM',
'AdjCSM_FlufCF',
'TransServices'],
length=3,
reverseitems=['TransServices'])
draw_waterfall(csmrf, title='CSM Amortization')
# Expected Cashflow Rollforwad
estcf = get_waterfalldata(
proj,
items=['PV_FutureCF',
'EstPremIncome',
'EstIntOnCF',
'EstAcqCashflow',
'EstClaim',
'EstExps'],
length=3,
reverseitems=['EstPremIncome'])
draw_waterfall(estcf, title='Expected Cashflows')
# Actual Cashflow Rollforward
actcf = get_waterfalldata(
proj,
items=['PremIncome',
'IntAccumCF',
'ExpsAcqTotal',
'BenefitTotal',
'ExpsMaintTotal',
'ActualNetCF'],
length=3,
reverseitems=['ExpsAcqTotal',
'BenefitTotal',
'ExpsMaintTotal'])
draw_waterfall(actcf, stocks=[0, 5], title='Actual Cashflows')
# IFRS17 Financial Performance
ifrspl = get_waterfalldata(
proj,
items=['InsurRevenue',
'InsurServiceExps',
'InsurFinIncomeExps',
'ProfitBefTax'],
length=5,
reverseitems=['InsurServiceExps'])
draw_waterfall(ifrspl, stocks=[0, 3], title='IFRS17 Profit/Loss')
Total running time of the script: ( 0 minutes 4.841 seconds)