fix pnr bug, fill na and 0 values in link change evaluation

Author: yueshuaing

lasso/mtc.py

@@ -1754,7 +1754,9 @@ def roadway_standard_to_mtc_network(
     )
     # roadway_network.nodes_mtc_df["pnr"]=roadway_network.nodes_mtc_df["pnr"].fillna(0)
     WranglerLogger.info("Setting PNR value and converting it to string")
-    roadway_network.nodes_mtc_df["pnr"] = np.where(roadway_network.nodes_mtc_df['pnr'].isin([0,'',' ']), '0.0', '1.0')
+    roadway_network.nodes_mtc_df["pnr"] = np.where(
+        roadway_network.nodes_mtc_df['pnr'].isin([0, '0.0', '0', '',' ']), '0.0', '1.0'
+    )
 
     # CUBE expect node id to be N
     roadway_network.nodes_mtc_df.rename(columns={"model_node_id": "N"}, inplace=True)

lasso/parameters.py

@@ -944,10 +944,10 @@ def __init__(self, **kwargs):
 
         self.drive_buffer =  6
 
-        #self.network_build_crs = CRS("EPSG:2875")
-        #self.project_card_crs = CRS("EPSG:4326")
-        #self.transformer = pyproj.Transformer.from_crs(
-        #    self.network_build_crs, self.project_card_crs, always_xy=True
-        #)
+        self.network_build_crs = CRS("EPSG:2875")
+        self.project_card_crs = CRS("EPSG:4326")
+        self.transformer = pyproj.Transformer.from_crs(
+           self.network_build_crs, self.project_card_crs, always_xy=True
+        )
 
         self.__dict__.update(kwargs)

lasso/project.py

@@ -1153,7 +1153,7 @@ def _process_single_link_change(change_row, changeable_col):
                 if col == "distance":
                     if (
                         abs(
-                            (change_row[col] - float(base_row[col]))
+                            (float(change_row[col]) - float(base_row[col]))
                             / base_row[col].astype(float)
                         )
                         > 0.01
@@ -1375,6 +1375,7 @@ def _consolidate_actions(log, base, key_list):
                     & set(self.base_roadway_network.links_df.columns)
                 )
                 - set(Project.STATIC_VALUES)
+                - set(["cntype","distance"]) # will be calculated in model network
             )
 
             cols_in_changes_not_in_net = list(
@@ -1389,6 +1390,12 @@ def _consolidate_actions(log, base, key_list):
                     )
                 )
 
+            for c in changeable_col:
+                if c in self.parameters.string_col:
+                    self.base_roadway_network.links_df[c].fillna("", inplace=True)
+                else:
+                    self.base_roadway_network.links_df[c].fillna(0, inplace=True)
+            
             change_link_dict_list = _process_link_changes(link_changes_df, changeable_col)
 
         if len(node_changes_df) != 0: