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rules/build_electricity.smk

@@ -20,7 +20,9 @@ if config["enable"].get("prepare_links_p_nom", False):
 
 rule build_electricity_demand:
     params:
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]},
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
         countries=config_provider("countries"),
         load=config_provider("load"),
     input:
@@ -62,7 +64,9 @@ rule build_powerplants:
 rule base_network:
     params:
         countries=config_provider("countries"),
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]}, 
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
         lines=config_provider("lines"),
         links=config_provider("links"),
         transformers=config_provider("transformers"),
@@ -145,7 +149,10 @@ if config["enable"].get("build_cutout", False):
 
     rule build_cutout:
         params:
-            snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]}, 
+            snapshots={
+                k: config_provider("snapshots", k)
+                for k in ["start", "end", "inclusive"]
+            },
             cutouts=config_provider("atlite", "cutouts"),
         input:
             regions_onshore=resources("regions_onshore.geojson"),
@@ -170,7 +177,9 @@ if config["enable"].get("build_natura_raster", False):
     rule build_natura_raster:
         input:
             natura=ancient("data/bundle/natura/Natura2000_end2015.shp"),
-            cutouts=expand("cutouts/" + CDIR + "{cutouts}.nc", **config_provider("atlite")),
+            cutouts=expand(
+                "cutouts/" + CDIR + "{cutouts}.nc", **config_provider("atlite")
+            ),
         output:
             resources("natura.tiff"),
         resources:
@@ -250,7 +259,9 @@ rule determine_availability_matrix_MD_UA:
 # Optional input when having Ukraine (UA) or Moldova (MD) in the countries list
 if {"UA", "MD"}.intersection(set(config["countries"])):
     opt = {
-        "availability_matrix_MD_UA": resources("availability_matrix_MD-UA_{technology}.nc")
+        "availability_matrix_MD_UA": resources(
+            "availability_matrix_MD-UA_{technology}.nc"
+        )
     }
 else:
     opt = {}
@@ -258,7 +269,9 @@ else:
 
 rule build_renewable_profiles:
     params:
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]}, 
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
         renewable=config_provider("renewable"),
     input:
         **opt,
@@ -339,7 +352,10 @@ rule build_hydro_profile:
     input:
         country_shapes=resources("country_shapes.geojson"),
         eia_hydro_generation="data/eia_hydro_annual_generation.csv",
-        cutout=f"cutouts/" + CDIR + config_provider("renewable", "hydro", "cutout") + ".nc",
+        cutout=f"cutouts/"
+        + CDIR
+        + config_provider("renewable", "hydro", "cutout")
+        + ".nc",
     output:
         resources("profile_hydro.nc"),
     log:
@@ -356,7 +372,10 @@ if config["lines"]["dynamic_line_rating"]["activate"]:
 
     rule build_line_rating:
         params:
-            snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]},
+            snapshots={
+                k: config_provider("snapshots", k)
+                for k in ["start", "end", "inclusive"]
+            },
         input:
             base_network=resources("networks/base.nc"),
             cutout="cutouts/"
@@ -542,9 +561,10 @@ rule prepare_network:
     params:
         snapshots={
             "resolution": config_provider("snapshots", "resolution", default=False),
-            "segmentation": config_provider("snapshots", "segmentation", default=False),
+            "segmentation": config_provider(
+                "snapshots", "segmentation", default=False
+            ),
         },
-       
         links=config_provider("links"),
         lines=config_provider("lines"),
         co2base=config_provider("electricity", "co2base"),

rules/build_sector.smk

@@ -126,7 +126,9 @@ rule cluster_gas_network:
 
 rule build_daily_heat_demand:
     params:
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]}, 
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
     input:
         pop_layout=resources("pop_layout_{scope}.nc"),
         regions_onshore=resources("regions_onshore_elec_s{simpl}_{clusters}.geojson"),
@@ -148,7 +150,9 @@ rule build_daily_heat_demand:
 
 rule build_hourly_heat_demand:
     params:
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]},
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
     input:
         heat_profile="data/heat_load_profile_BDEW.csv",
         heat_demand=resources("daily_heat_demand_{scope}_elec_s{simpl}_{clusters}.nc"),
@@ -169,7 +173,9 @@ rule build_hourly_heat_demand:
 
 rule build_temperature_profiles:
     params:
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]}, 
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
     input:
         pop_layout=resources("pop_layout_{scope}.nc"),
         regions_onshore=resources("regions_onshore_elec_s{simpl}_{clusters}.geojson"),
@@ -221,7 +227,9 @@ rule build_cop_profiles:
 
 rule build_solar_thermal_profiles:
     params:
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]},  # TODO use config_provider
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },  # TODO use config_provider
         solar_thermal=config_provider("solar_thermal"),
     input:
         pop_layout=resources("pop_layout_{scope}.nc"),
@@ -711,7 +719,9 @@ rule build_shipping_demand:
 
 rule build_transport_demand:
     params:
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]}, 
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
         sector=config_provider("sector"),
     input:
         clustered_pop_layout=resources("pop_layout_elec_s{simpl}_{clusters}.csv"),
@@ -745,7 +755,9 @@ rule build_district_heat_share:
         district_heat_share=resources("district_heat_share.csv"),
         clustered_pop_layout=resources("pop_layout_elec_s{simpl}_{clusters}.csv"),
     output:
-        district_heat_share=resources("district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv"),
+        district_heat_share=resources(
+            "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv"
+        ),
     threads: 1
     resources:
         mem_mb=1000,
@@ -765,19 +777,29 @@ rule build_existing_heating_distribution:
     input:
         existing_heating="data/existing_infrastructure/existing_heating_raw.csv",
         clustered_pop_layout=resources("pop_layout_elec_s{simpl}_{clusters}.csv"),
-        clustered_pop_energy_layout=resources("pop_weighted_energy_totals_s{simpl}_{clusters}.csv"),
+        clustered_pop_energy_layout=resources(
-        district_heat_share=resources("district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv"),
+            "pop_weighted_energy_totals_s{simpl}_{clusters}.csv"
+        ),
+        district_heat_share=resources(
+            "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv"
+        ),
     output:
-        existing_heating_distribution=resources("existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv"),
+        existing_heating_distribution=resources(
+            "existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv"
+        ),
     wildcard_constraints:
         planning_horizons=config_provider("scenario", "planning_horizons", 0),  #only applies to baseyear
     threads: 1
     resources:
         mem_mb=2000,
     log:
-        logs("build_existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.log"),
+        logs(
+            "build_existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.log"
+        ),
     benchmark:
-        benchmarks("build_existing_heating_distribution/elec_s{simpl}_{clusters}_{planning_horizons}")
+        benchmarks(
+            "build_existing_heating_distribution/elec_s{simpl}_{clusters}_{planning_horizons}"
+        )
     conda:
         "../envs/environment.yaml"
     script:
@@ -885,9 +907,13 @@ rule prepare_sector_network:
     resources:
         mem_mb=2000,
     log:
-        logs("prepare_sector_network_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"),
+        logs(
+            "prepare_sector_network_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"
+        ),
     benchmark:
-        benchmarks("prepare_sector_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}")
+        benchmarks(
+            "prepare_sector_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
+        )
     conda:
         "../envs/environment.yaml"
     script:

rules/common.smk

@@ -105,7 +105,9 @@ def memory(w):
 
 
 def input_custom_extra_functionality(w):
-    path = config_provider("solving", "options", "custom_extra_functionality", default=False)
+    path = config_provider(
+        "solving", "options", "custom_extra_functionality", default=False
+    )
     if path:
         return os.path.join(os.path.dirname(workflow.snakefile), path)
     return []

rules/postprocess.smk

@@ -14,7 +14,9 @@ if config_provider("foresight") != "perfect":
             plotting=config_provider("plotting"),
         input:
             network=resources("networks/elec_s{simpl}_{clusters}.nc"),
-            regions_onshore=resources("regions_onshore_elec_s{simpl}_{clusters}.geojson"),
+            regions_onshore=resources(
+                "regions_onshore_elec_s{simpl}_{clusters}.geojson"
+            ),
         output:
             map=RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf",
         threads: 1
@@ -41,9 +43,13 @@ if config_provider("foresight") != "perfect":
         resources:
             mem_mb=10000,
         log:
-            logs("plot_power_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log")
+            logs(
+                "plot_power_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"
+            ),
         benchmark:
-            benchmarks("plot_power_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}")
+            benchmarks(
+                "plot_power_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
+            )
         conda:
             "../envs/environment.yaml"
         script:
@@ -64,9 +70,13 @@ if config_provider("foresight") != "perfect":
         resources:
             mem_mb=10000,
         log:
-            logs("plot_hydrogen_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"),
+            logs(
+                "plot_hydrogen_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"
+            ),
         benchmark:
-            benchmarks("plot_hydrogen_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}")
+            benchmarks(
+                "plot_hydrogen_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
+            )
         conda:
             "../envs/environment.yaml"
         script:
@@ -86,9 +96,13 @@ if config_provider("foresight") != "perfect":
         resources:
             mem_mb=10000,
         log:
-            logs("plot_gas_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"),
+            logs(
+                "plot_gas_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"
+            ),
         benchmark:
-            benchmarks("plot_gas_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}")
+            benchmarks(
+                "plot_gas_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
+            )
         conda:
             "../envs/environment.yaml"
         script:
@@ -115,7 +129,9 @@ if config_provider("foresight") == "perfect":
         resources:
             mem_mb=10000,
         benchmark:
-            benchmarks("postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_benchmark")
+            benchmarks(
+                "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_benchmark"
+            )
         conda:
             "../envs/environment.yaml"
         script:
@@ -142,7 +158,9 @@ rule make_summary:
     params:
         foresight=config_provider("foresight"),
         costs=config_provider("costs"),
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]}, 
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
         scenario=config_provider("scenario"),
         RDIR=RDIR,
     input:
@@ -159,7 +177,9 @@ rule make_summary:
         costs=(
             "data/costs_{}.csv".format(config_provider("costs", "year"))
             if config_provider("foresight") == "overnight"
-            else "data/costs_{}.csv".format(config_provider("scenario", "planning_horizons", 0))
+            else "data/costs_{}.csv".format(
+                config_provider("scenario", "planning_horizons", 0)
+            )
         ),
         ac_plot=expand(
             RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf",

rules/solve_electricity.smk

@@ -45,9 +45,13 @@ rule solve_operations_network:
         network=RESULTS + "networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}_op.nc",
     log:
         solver=normpath(
-            logs("solve_operations_network/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}_op_solver.log")
+            logs(
+                "solve_operations_network/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}_op_solver.log"
+            )
+        ),
+        python=logs(
+            "solve_operations_network/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}_op_python.log"
         ),
-        python=logs("solve_operations_network/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}_op_python.log"),
     benchmark:
         benchmarks("solve_operations_network/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}")
     threads: 4

rules/solve_myopic.smk

@@ -36,9 +36,13 @@ rule add_existing_baseyear:
     resources:
         mem_mb=2000,
     log:
-        logs("add_existing_baseyear_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"),
+        logs(
+            "add_existing_baseyear_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"
+        ),
     benchmark:
-        benchmarks("add_existing_baseyear/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}")
+        benchmarks(
+            "add_existing_baseyear/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
+        )
     conda:
         "../envs/environment.yaml"
     script:
@@ -52,7 +56,9 @@ rule add_brownfield:
             "sector", "H2_retrofit_capacity_per_CH4"
         ),
         threshold_capacity=config_provider("existing_capacities", " threshold_capacity"),
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]}, 
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
         carriers=config_provider("electricity", "renewable_carriers"),
     input:
         **{
@@ -75,9 +81,13 @@ rule add_brownfield:
     resources:
         mem_mb=10000,
     log:
-        logs("add_brownfield_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"),
+        logs(
+            "add_brownfield_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"
+        ),
     benchmark:
-        benchmarks("add_brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}")
+        benchmarks(
+            "add_brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
+        )
     conda:
         "../envs/environment.yaml"
     script:
@@ -107,14 +117,20 @@ rule solve_sector_network_myopic:
     shadow:
         "shallow"
     log:
-        solver=logs("elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_solver.log"),
+        solver=logs(
-        python=logs("elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_python.log"),
+            "elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_solver.log"
+        ),
+        python=logs(
+            "elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_python.log"
+        ),
     threads: solver_threads
     resources:
         mem_mb=config_provider("solving", "mem"),
         walltime=config_provider("solving", "walltime", default="12:00:00"),
     benchmark:
-        benchmarks("solve_sector_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}")
+        benchmarks(
+            "solve_sector_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
+        )
     conda:
         "../envs/environment.yaml"
     script:

rules/solve_overnight.smk

@@ -33,7 +33,9 @@ rule solve_sector_network:
         mem_mb=config_provider("solving", "mem"),
         walltime=config_provider("solving", "walltime", default="12:00:00"),
     benchmark:
-        benchmarks("solve_sector_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}")
+        benchmarks(
+            "solve_sector_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
+        )
     conda:
         "../envs/environment.yaml"
     script:

rules/solve_perfect.smk

@@ -14,10 +14,14 @@ rule add_existing_baseyear:
         busmap_s=resources("busmap_elec_s{simpl}.csv"),
         busmap=resources("busmap_elec_s{simpl}_{clusters}.csv"),
         clustered_pop_layout=resources("pop_layout_elec_s{simpl}_{clusters}.csv"),
-        costs="data/costs_{}.csv".format(config_provider("scenario", "planning_horizons", 0)),
+        costs="data/costs_{}.csv".format(
+            config_provider("scenario", "planning_horizons", 0)
+        ),
         cop_soil_total=resources("cop_soil_total_elec_s{simpl}_{clusters}.nc"),
         cop_air_total=resources("cop_air_total_elec_s{simpl}_{clusters}.nc"),
-        existing_heating_distribution=resources("existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv"),
+        existing_heating_distribution=resources(
+            "existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv"
+        ),
         existing_heating="data/existing_infrastructure/existing_heating_raw.csv",
         existing_solar="data/existing_infrastructure/solar_capacity_IRENA.csv",
         existing_onwind="data/existing_infrastructure/onwind_capacity_IRENA.csv",
@@ -31,9 +35,13 @@ rule add_existing_baseyear:
     resources:
         mem_mb=2000,
     log:
-        logs("add_existing_baseyear_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"),
+        logs(
+            "add_existing_baseyear_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log"
+        ),
     benchmark:
-        benchmarks("add_existing_baseyear/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}")
+        benchmarks(
+            "add_existing_baseyear/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
+        )
     conda:
         "../envs/environment.yaml"
     script:
@@ -61,9 +69,13 @@ rule prepare_perfect_foresight:
     resources:
         mem_mb=10000,
     log:
-        logs("prepare_perfect_foresight{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}.log"),
+        logs(
+            "prepare_perfect_foresight{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}.log"
+        ),
     benchmark:
-        benchmarks("prepare_perfect_foresight{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}")
+        benchmarks(
+            "prepare_perfect_foresight{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}"
+        )
     conda:
         "../envs/environment.yaml"
     script:
@@ -76,7 +88,9 @@ rule solve_sector_network_perfect:
         foresight=config_provider("foresight"),
         sector=config_provider("sector"),
         planning_horizons=config_provider("scenario", "planning_horizons"),
-        co2_sequestration_potential=config_provider("sector", "co2_sequestration_potential", 200),
+        co2_sequestration_potential=config_provider(
+            "sector", "co2_sequestration_potential", 200
+        ),
         custom_extra_functionality=input_custom_extra_functionality,
     input:
         network=RESULTS
@@ -99,7 +113,9 @@ rule solve_sector_network_perfect:
         memory=RESULTS
         + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_memory.log",
     benchmark:
-        benchmarks("solve_sector_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years}")
+        benchmarks(
+            "solve_sector_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years}"
+        )
     conda:
         "../envs/environment.yaml"
     script:
@@ -110,13 +126,13 @@ rule make_summary_perfect:
     input:
         **{
             f"networks_{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}": RESULTS
-                + f"postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc"
+            + f"postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc"
-                for simpl in config_provider("scenario", "simpl")
+            for simpl in config_provider("scenario", "simpl")
-                for clusters in config_provider("scenario", "clusters")
+            for clusters in config_provider("scenario", "clusters")
-                for opts in config_provider("scenario", "opts")
+            for opts in config_provider("scenario", "opts")
-                for sector_opts in config_provider("scenario", "sector_opts")
+            for sector_opts in config_provider("scenario", "sector_opts")
-                for ll in config_provider("scenario", "ll")
+            for ll in config_provider("scenario", "ll")
-            },
+        },
         costs="data/costs_2020.csv",
     output:
         nodal_costs=RESULTS + "csvs/nodal_costs.csv",

rules/validate.smk

@@ -17,7 +17,9 @@ rule build_electricity_production:
     The data is used for validation of the optimization results.
     """
     params:
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]},
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
         countries=config_provider("countries"),
     output:
         resources("historical_electricity_production.csv"),
@@ -35,7 +37,9 @@ rule build_cross_border_flows:
     The data is used for validation of the optimization results.
     """
     params:
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]},
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
         countries=config_provider("countries"),
     input:
         network=resources("networks/base.nc"),
@@ -55,7 +59,9 @@ rule build_electricity_prices:
     The data is used for validation of the optimization results.
     """
     params:
-        snapshots={k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]},
+        snapshots={
+            k: config_provider("snapshots", k) for k in ["start", "end", "inclusive"]
+        },
         countries=config_provider("countries"),
     output:
         resources("historical_electricity_prices.csv"),