move append_bus_shapes to build_bus_regions, apply it where possible
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219847012d
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f1b33992f7
@ -109,6 +109,34 @@ def voronoi_partition_pts(points, outline):
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return polygons
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return polygons
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def append_bus_shapes(n, shapes, type):
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"""
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Append shapes to the network. If shapes with the same component and type
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already exist, they will be removed.
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Parameters:
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n (pypsa.Network): The network to which the shapes will be appended.
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shapes (geopandas.GeoDataFrame): The shapes to be appended.
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**kwargs: Additional keyword arguments used in `n.madd`.
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Returns:
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None
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"""
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remove = n.shapes.query("component == 'Bus' and type == @type").index
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n.mremove("Shape", remove)
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offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0
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shapes = shapes.rename(lambda x: int(x) + offset)
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n.madd(
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"Shape",
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shapes.index,
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geometry=shapes.geometry,
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idx=shapes.name,
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component="Bus",
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type=type,
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)
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if __name__ == "__main__":
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if __name__ == "__main__":
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if "snakemake" not in globals():
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if "snakemake" not in globals():
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from _helpers import mock_snakemake
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from _helpers import mock_snakemake
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@ -119,7 +147,8 @@ if __name__ == "__main__":
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countries = snakemake.params.countries
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countries = snakemake.params.countries
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n = pypsa.Network(snakemake.input.base_network)
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base_network = snakemake.input.base_network
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n = pypsa.Network(base_network)
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country_shapes = gpd.read_file(snakemake.input.country_shapes).set_index("name")[
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country_shapes = gpd.read_file(snakemake.input.country_shapes).set_index("name")[
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"geometry"
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"geometry"
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@ -175,32 +204,15 @@ if __name__ == "__main__":
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shapes = pd.concat(onshore_regions, ignore_index=True)
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shapes = pd.concat(onshore_regions, ignore_index=True)
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shapes.to_file(snakemake.output.regions_onshore)
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shapes.to_file(snakemake.output.regions_onshore)
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append_bus_shapes(n, shapes, "onshore")
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offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0
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shapes.index = shapes.index.astype(int) + offset
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n.madd(
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"Shape",
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shapes.index,
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geometry=shapes.geometry,
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idx=shapes.name,
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component="Bus",
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type="onshore",
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)
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if offshore_regions:
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if offshore_regions:
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shapes = pd.concat(offshore_regions, ignore_index=True)
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shapes = pd.concat(offshore_regions, ignore_index=True)
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shapes.to_file(snakemake.output.regions_offshore)
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shapes.to_file(snakemake.output.regions_offshore)
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append_bus_shapes(n, shapes, "offshore")
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offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0
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shapes.index = shapes.index.astype(int) + offset
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n.madd(
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"Shape",
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shapes.index,
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geometry=shapes.geometry,
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idx=shapes.name,
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component="Bus",
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type="offshore",
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)
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else:
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else:
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offshore_shapes.to_frame().to_file(snakemake.output.regions_offshore)
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offshore_shapes.to_frame().to_file(snakemake.output.regions_offshore)
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# save network with shapes
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n.export_to_netcdf(base_network)
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@ -135,6 +135,7 @@ import pypsa
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import seaborn as sns
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import seaborn as sns
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from _helpers import configure_logging, set_scenario_config, update_p_nom_max
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from _helpers import configure_logging, set_scenario_config, update_p_nom_max
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from add_electricity import load_costs
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from add_electricity import load_costs
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from build_bus_regions import append_bus_shapes
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from packaging.version import Version, parse
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from packaging.version import Version, parse
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from pypsa.clustering.spatial import (
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from pypsa.clustering.spatial import (
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busmap_by_greedy_modularity,
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busmap_by_greedy_modularity,
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@ -447,33 +448,6 @@ def cluster_regions(busmaps, regions):
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return regions_c.reset_index()
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return regions_c.reset_index()
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def append_bus_shapes(n, shapes, type):
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"""
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Append shapes to the network.
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Parameters:
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n (pypsa.Network): The network to which the shapes will be appended.
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shapes (geopandas.GeoDataFrame): The shapes to be appended.
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**kwargs: Additional keyword arguments used in `n.madd`.
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Returns:
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None
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"""
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remove = n.shapes.query("component == 'Bus' and type == @which").index
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n.mremove("Shape", remove)
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offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0
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shapes.index = shapes.index.astype(int) + offset
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n.madd(
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"Shape",
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shapes.index,
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geometry=shapes.geometry,
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idx=shapes.name,
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component="Bus",
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type=type,
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)
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def plot_busmap_for_n_clusters(n, n_clusters, solver_name="scip", fn=None):
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def plot_busmap_for_n_clusters(n, n_clusters, solver_name="scip", fn=None):
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busmap = busmap_for_n_clusters(n, n_clusters, solver_name)
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busmap = busmap_for_n_clusters(n, n_clusters, solver_name)
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cs = busmap.unique()
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cs = busmap.unique()
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@ -589,8 +563,8 @@ if __name__ == "__main__":
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for which in ["regions_onshore", "regions_offshore"]:
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for which in ["regions_onshore", "regions_offshore"]:
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regions = gpd.read_file(snakemake.input[which])
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regions = gpd.read_file(snakemake.input[which])
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clustered_regions = cluster_regions((clustering.busmap,), regions)
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clustered_regions = cluster_regions((clustering.busmap,), regions)
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append_bus_shapes(nc, clustered_regions, type=which.split("_")[1])
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clustered_regions.to_file(snakemake.output[which])
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clustered_regions.to_file(snakemake.output[which])
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append_bus_shapes(nc, clustered_regions, type=which.split("_")[1])
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nc.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards)))
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nc.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards)))
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nc.export_to_netcdf(snakemake.output.network)
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nc.export_to_netcdf(snakemake.output.network)
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@ -88,12 +88,14 @@ The rule :mod:`simplify_network` does up to four things:
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import logging
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import logging
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from functools import reduce
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from functools import reduce
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import geopandas as gpd
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import numpy as np
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import numpy as np
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import pandas as pd
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import pandas as pd
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import pypsa
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import pypsa
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import scipy as sp
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import scipy as sp
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from _helpers import configure_logging, set_scenario_config, update_p_nom_max
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from _helpers import configure_logging, set_scenario_config, update_p_nom_max
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from add_electricity import load_costs
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from add_electricity import load_costs
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from build_bus_regions import append_bus_shapes
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from cluster_network import cluster_regions, clustering_for_n_clusters
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from cluster_network import cluster_regions, clustering_for_n_clusters
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from pypsa.clustering.spatial import (
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from pypsa.clustering.spatial import (
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aggregateoneport,
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aggregateoneport,
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@ -610,6 +612,7 @@ if __name__ == "__main__":
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n.lines.drop(remove, axis=1, errors="ignore", inplace=True)
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n.lines.drop(remove, axis=1, errors="ignore", inplace=True)
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if snakemake.wildcards.simpl:
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if snakemake.wildcards.simpl:
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shapes = n.shapes
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n, cluster_map = cluster(
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n, cluster_map = cluster(
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n,
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n,
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int(snakemake.wildcards.simpl),
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int(snakemake.wildcards.simpl),
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@ -619,15 +622,19 @@ if __name__ == "__main__":
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params.simplify_network["feature"],
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params.simplify_network["feature"],
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params.aggregation_strategies,
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params.aggregation_strategies,
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)
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)
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n.shapes = shapes
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busmaps.append(cluster_map)
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busmaps.append(cluster_map)
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update_p_nom_max(n)
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update_p_nom_max(n)
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n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards)))
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n.export_to_netcdf(snakemake.output.network)
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busmap_s = reduce(lambda x, y: x.map(y), busmaps[1:], busmaps[0])
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busmap_s = reduce(lambda x, y: x.map(y), busmaps[1:], busmaps[0])
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busmap_s.to_csv(snakemake.output.busmap)
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busmap_s.to_csv(snakemake.output.busmap)
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for which in ["regions_onshore", "regions_offshore"]:
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for which in ["regions_onshore", "regions_offshore"]:
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cluster_regions(n, busmaps, which, snakemake.input, snakemake.output)
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regions = gpd.read_file(snakemake.input[which])
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clustered_regions = cluster_regions(busmaps, regions)
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clustered_regions.to_file(snakemake.output[which])
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append_bus_shapes(n, clustered_regions, type=which.split("_")[1])
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n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards)))
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n.export_to_netcdf(snakemake.output.network)
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