add rule that allows cost data to be modified

rules/build_sector.smk

@@ -743,9 +743,9 @@ rule prepare_sector_network:
         else RESOURCES
         + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv",
         heat_profile="data/heat_load_profile_BDEW.csv",
-        costs="data/costs_{}.csv".format(config["costs"]["year"])
+        costs="data/costs_{}-modified.csv".format(config["costs"]["year"])
         if config["foresight"] == "overnight"
-        else "data/costs_{planning_horizons}.csv",
+        else "data/costs_{planning_horizons}-modified.csv",
         profile_offwind_ac=RESOURCES + "profile_offwind-ac.nc",
         profile_offwind_dc=RESOURCES + "profile_offwind-dc.nc",
         h2_cavern=RESOURCES + "salt_cavern_potentials_s{simpl}_{clusters}.csv",

rules/retrieve.smk

@@ -259,3 +259,17 @@ if config["enable"]["retrieve"]:
             "../envs/environment.yaml"
         script:
             "../scripts/retrieve_monthly_fuel_prices.py"
+
+
+rule modify_cost_data:
+    input:
+        costs="data/costs_{year}.csv",
+    output:
+        "data/costs_{year}-modified.csv"
+    log:
+        LOGS + "modify_cost_data_{year}.log",
+    resources:
+        mem_mb=1000,
+    retries: 2
+    script:
+        "../scripts/modify_cost_data.py"

scripts/modify_cost_data.py

@@ -0,0 +1,12 @@
+
+import pandas as pd
+
+costs = pd.read_csv(snakemake.input.costs, index_col=[0, 1]).sort_index()
+
+if "modifications" in snakemake.input.keys():
+    modifications = pd.read_csv(snakemake.input.modifications, index_col=[0, 1]).sort_index()
+    costs.loc[modifications.index] = modifications
+    print(modifications)
+    print( costs.loc[modifications.index])
+
+costs.to_csv(snakemake.output[0])