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_test_handle_WordSeries.py
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_test_handle_WordSeries.py
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# EMF From...Import
from handle_DataSeries import EMF_DataSeries_Handle
from handle_Testing import EMF_Testing_Handle
from handle_Transformation import EMF_Transformation_Handle
from handle_WordSeries import EMF_WordSeries_Handle
from runner_Model import EMF_Model_Runner
from lib_EMF import TEMP_MODE
from util_Testing import save_test_data_fn, plot_data_series
from util_Testing import create_test_data_linear_change
from util_Testing import create_test_data_correlated_returns
def test_transformations():
hndl_Test = EMF_Testing_Handle(mode=TEMP_MODE)
fn = create_test_data_linear_change
(tickers, responseIdx) = save_test_data_fn(hndl_Test, fn, n=100)
hndl_Data = EMF_DataSeries_Handle(hndl_Test.hndl_DB, ticker=tickers[0])
# hndl_Trns = EMF_Transformation_Handle('RateOfChange')
# hndl_Trns.set_extra_parameter('PeriodDiff', 12)
# hndl_Word = EMF_WordSeries_Handle(hndl_Test.hndl_DB, hndl_Data, hndl_Trns)
# plot_data_series(hndl_Data, hndl_Word)
# hndl_Trns = EMF_Transformation_Handle('RateOfChange_Cat')
# hndl_Trns.set_extra_parameter('PeriodDiff', 12)
# hndl_Word = EMF_WordSeries_Handle(hndl_Test.hndl_DB, hndl_Data, hndl_Trns)
# plot_data_series(hndl_Data, hndl_Word)
trnsKwargs = {'PeriodDiff': 10}
hndl_Trns = EMF_Transformation_Handle('Futr_Change', trnsKwargs)
hndl_Word_Chng = EMF_WordSeries_Handle(hndl_Test.hndl_DB, hndl_Data, hndl_Trns)
# hndl_Trns = EMF_Transformation_Handle('Past_Lvl_NormRd',trnsKwargs)
# hndl_Word_Acc = EMF_WordSeries_Handle(hndl_Test.hndl_DB, hndl_Data, hndl_Trns)
plot_data_series(hndl_Data, hndl_Word_Chng)
# hndl_Word_Chng.hndl_Trns.reverse_transform_time(hndl_Word_Chng.)
# hndl_Word_Chng.hndl_Trns.reverse_transform_data(hndl_Data.values, hndl_Word_Chng.values)
# plot_data_series(hndl_Data, hndl_Word_Chng)
def test_descriptions():
hndl_Test = EMF_Testing_Handle(mode=TEMP_MODE)
fn = create_test_data_correlated_returns
(tickers, responseIdx) = save_test_data_fn(hndl_Test, fn, n=300, numDims=1, includeResponse=False)
hndl_Data = EMF_DataSeries_Handle(hndl_Test.hndl_DB, ticker=tickers[0])
trnsKwargs = {'PeriodDiff': 10}
hndl_Trns = EMF_Transformation_Handle('Futr_Lvl', trnsKwargs)
hndl_Word = EMF_WordSeries_Handle(hndl_Test.hndl_DB, hndl_Data, hndl_Trns)
print hndl_Word.desc
if __name__ == '__main__':
test_transformations()
# test_descriptions()