messing up dummy prediction

v2/architecture.py

@@ -19,8 +19,11 @@ DO_VIS = False
 # adds fields in-place
 def add_dummy_predictions(all_data_with_predictions):
     time_interval_min = all_data_with_predictions.index.freq.n
-    cons_shift = 60 * 168 // time_interval_min
-    prod_shift = 60 * 24 // time_interval_min
+    MESSING_IT_UP_SHIFT = 0 * 60 // time_interval_min
+    if MESSING_IT_UP_SHIFT != 0:
+        print("To test dependence on prediction quality, we artificially mess up t-168 prediction with a", MESSING_IT_UP_SHIFT * time_interval_min / 60, "hour shift.")
+    cons_shift = 60 * 168 // time_interval_min + MESSING_IT_UP_SHIFT
+    prod_shift = 60 * 24 // time_interval_min + MESSING_IT_UP_SHIFT
     all_data_with_predictions['Consumption_prediction'] = all_data_with_predictions['Consumption'].shift(periods=cons_shift)
     all_data_with_predictions['Production_prediction'] = all_data_with_predictions['Production'].shift(periods=prod_shift)
     # we predict zero before we have data, no big deal:
@@ -197,6 +200,7 @@ def simulator(battery_model, prod_cons, decider):
                             'Production': prod_cons['Production']
                             })
     results = results.set_index(prod_cons.index)
+    # results['soc_series'].plot() ; plt.show() ; exit()
     return results, total_network_fee