Monthlyisation fix

changelog_entry.yaml

@@ -0,0 +1,4 @@
+- bump: patch
+  changes:
+    fixed:
+    - Fixed a bug in Core monthlyisation.

policyengine_core/data/dataset.py

@@ -33,7 +33,7 @@ class Dataset:
 
     _table_cache: Dict[str, pd.DataFrame] = None
 
-    def __init__(self, regenerate: bool = False):
+    def __init__(self, require: bool = False):
         # Setup dataset
         if self.file_path is None:
             raise ValueError(
@@ -66,9 +66,7 @@ def __init__(self, regenerate: bool = False):
                 "You tried to instantiate a Dataset object, but no time_period has been provided."
             )
 
-        if regenerate:
-            self.generate()
-        elif not self.exists:
+        if not self.exists and require:
             if self.url is not None:
                 self.download()
             else:

policyengine_core/simulations/simulation.py

@@ -153,7 +153,7 @@
                     )
                 dataset = datasets_by_name[dataset]
             if isinstance(dataset, type):
-                self.dataset: Dataset = dataset()
+                self.dataset: Dataset = dataset(require=True)
             else:
                 self.dataset = dataset
             self.build_from_dataset()
@@ -227,6 +227,7 @@
 
         builder = SimulationBuilder()
         builder.populations = self.populations
+
         try:
             data = self.dataset.load()
         except FileNotFoundError as e:
@@ -576,6 +577,7 @@
                     start_instants = [
                         str(known_period.start)
                         for known_period in known_periods
+                        if known_period.unit == variable.definition_period
                     ]
                     latest_known_period = known_periods[
                         np.argmax(start_instants)