pypsa-eur/Snakefile

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configfile: "config.yaml"
localrules: all, prepare_links_p_nom, base_network, build_renewable_potentials, build_powerplants, add_electricity, add_sectors, prepare_network, extract_summaries, plot_network, scenario_comparions
wildcard_constraints:
lv="[0-9\.]+",
simpl="[a-zA-Z0-9]*",
clusters="[0-9]+m?",
sectors="[+a-zA-Z0-9]+",
opts="[-+a-zA-Z0-9]+"
# rule all:
# input: "results/summaries/costs2-summary.csv"
rule solve_all_elec_networks:
input:
expand("results/networks/elec_s{simpl}_{clusters}_lv{lv}_{opts}.nc",
**config['scenario'])
rule prepare_links_p_nom:
output: 'data/links_p_nom.csv'
threads: 1
resources: mem_mb=500
script: 'scripts/prepare_links_p_nom.py'
rule base_network:
input:
eg_buses='data/entsoegridkit/buses.csv',
eg_lines='data/entsoegridkit/lines.csv',
eg_links='data/entsoegridkit/links.csv',
eg_converters='data/entsoegridkit/converters.csv',
eg_transformers='data/entsoegridkit/transformers.csv',
parameter_corrections='data/parameter_corrections.yaml',
links_p_nom='data/links_p_nom.csv'
output: "networks/base.nc"
benchmark: "benchmarks/base_network"
threads: 1
resources: mem_mb=500
script: "scripts/base_network.py"
rule build_powerplants:
input: base_network="networks/base.nc"
output: "resources/powerplants.csv"
threads: 1
resources: mem_mb=500
script: "scripts/build_powerplants.py"
rule build_bus_regions:
input:
base_network="networks/base.nc"
output:
regions_onshore="resources/regions_onshore.geojson",
regions_offshore="resources/regions_offshore.geojson"
script: "scripts/build_bus_regions.py"
rule build_renewable_potentials:
output: "resources/potentials_{technology}.nc"
script: "scripts/build_renewable_potentials.py"
benchmark: "benchmarks/build_renewable_potentials_{technology}"
resources: mem_mb=10000
rule build_renewable_profiles:
input:
base_network="networks/base.nc",
potentials="resources/potentials_{technology}.nc",
regions=lambda wildcards: ("resources/regions_onshore.geojson"
if wildcards.technology in ('onwind', 'solar')
else "resources/regions_offshore.geojson")
output:
profile="resources/profile_{technology}.nc",
resources: mem_mb=5000
benchmark: "benchmarks/build_renewable_profiles_{technology}"
script: "scripts/build_renewable_profiles.py"
rule build_hydro_profile:
output: 'resources/profile_hydro.nc'
script: 'scripts/build_hydro_profile.py'
rule add_electricity:
input:
base_network='networks/base.nc',
tech_costs='data/costs/costs.csv',
regions="resources/regions_onshore.geojson",
powerplants='resources/powerplants.csv',
**{'profile_' + t: "resources/profile_" + t + ".nc"
for t in config['renewable']}
output: "networks/elec.nc"
benchmark: "benchmarks/add_electricity"
threads: 1
resources: mem_mb=3000
script: "scripts/add_electricity.py"
rule simplify_network:
input:
network='networks/{network}.nc',
regions_onshore="resources/regions_onshore.geojson",
regions_offshore="resources/regions_offshore.geojson"
output:
network='networks/{network}_s{simpl}.nc',
regions_onshore="resources/regions_onshore_{network}_s{simpl}.geojson",
regions_offshore="resources/regions_offshore_{network}_s{simpl}.geojson"
benchmark: "benchmarks/simplify_network/{network}_s{simpl}"
threads: 1
resources: mem_mb=4000
script: "scripts/simplify_network.py"
rule cluster_network:
input:
network='networks/{network}_s{simpl}.nc',
regions_onshore="resources/regions_onshore_{network}_s{simpl}.geojson",
regions_offshore="resources/regions_offshore_{network}_s{simpl}.geojson"
output:
network='networks/{network}_s{simpl}_{clusters}.nc',
regions_onshore="resources/regions_onshore_{network}_s{simpl}_{clusters}.geojson",
regions_offshore="resources/regions_offshore_{network}_s{simpl}_{clusters}.geojson",
clustermaps='resources/clustermaps_{network}_s{simpl}_{clusters}.h5'
benchmark: "benchmarks/cluster_network/{network}_s{simpl}_{clusters}"
threads: 1
resources: mem_mb=3000
script: "scripts/cluster_network.py"
rule add_sectors:
input:
network="networks/elec_{cost}_{resarea}_{opts}.nc",
emobility="data/emobility"
output: "networks/sector_{cost}_{resarea}_{sectors}_{opts}.nc"
benchmark: "benchmarks/add_sectors/sector_{resarea}_{sectors}_{opts}"
threads: 1
resources: mem_mb=1000
script: "scripts/add_sectors.py"
rule prepare_network:
input: 'networks/{network}_s{simpl}_{clusters}.nc'
output: 'networks/{network}_s{simpl}_{clusters}_lv{lv}_{opts}.nc'
threads: 1
resources: mem_mb=1000
benchmark: "benchmarks/prepare_network/{network}_s{simpl}_{clusters}_lv{lv}_{opts}"
script: "scripts/prepare_network.py"
def partition(w):
return 'vres' if memory(w) >= 60000 else 'x-men'
def memory(w):
if w.clusters.endswith('m'):
return 18000 + 180 * int(w.clusters[:-1])
else:
return 8000 + 190 * int(w.clusters)
# return 4890+310 * int(w.clusters)
rule solve_network:
input: "networks/{network}_s{simpl}_{clusters}_lv{lv}_{opts}.nc"
output: "results/networks/{network}_s{simpl}_{clusters}_lv{lv}_{opts}.nc"
shadow: "shallow"
params: partition=partition
log:
gurobi="logs/{network}_s{simpl}_{clusters}_lv{lv}_{opts}_gurobi.log",
python="logs/{network}_s{simpl}_{clusters}_lv{lv}_{opts}_python.log",
memory="logs/{network}_s{simpl}_{clusters}_lv{lv}_{opts}_memory.log"
benchmark: "benchmarks/solve_network/{network}_s{simpl}_{clusters}_lv{lv}_{opts}"
threads: 4
resources:
mem_mb=memory,
x_men=lambda w: 1 if partition(w) == 'x-men' else 0,
vres=lambda w: 1 if partition(w) == 'vres' else 0
script: "scripts/solve_network.py"
def partition_op(w):
return 'vres' if memory_op(w) >= 60000 else 'x-men'
def memory_op(w):
return 5000 + 372 * int(w.clusters)
rule solve_operations_network:
input:
unprepared="networks/{network}_s{simpl}_{clusters}.nc",
optimized="results/networks/{network}_s{simpl}_{clusters}_lv{lv}_{opts}.nc"
output: "results/networks/{network}_s{simpl}_{clusters}_lv{lv}_{opts}_op.nc"
shadow: "shallow"
params: partition=partition_op
log:
gurobi="logs/solve_operations_network/{network}_s{simpl}_{clusters}_lv{lv}_{opts}_op_gurobi.log",
python="logs/solve_operations_network/{network}_s{simpl}_{clusters}_lv{lv}_{opts}_op_python.log",
memory="logs/solve_operations_network/{network}_s{simpl}_{clusters}_lv{lv}_{opts}_op_memory.log"
benchmark: "benchmarks/solve_operations_network/{network}_s{simpl}_{clusters}_lv{lv}_{opts}"
threads: 4
resources:
mem_mb=memory_op,
x_men=lambda w: 1 if partition_op(w) == 'x-men' else 0,
vres=lambda w: 1 if partition_op(w) == 'vres' else 0
script: "scripts/solve_operations_network.py"
rule plot_network:
input:
network='results/networks/{cost}_{resarea}_{sectors}_{opts}.nc',
supply_regions='data/supply_regions/supply_regions.shp',
resarea=lambda w: config['data']['resarea'][w.resarea]
output:
'results/plots/network_{cost}_{resarea}_{sectors}_{opts}_{attr}.pdf'
script: "scripts/plot_network.py"
# rule plot_costs:
# input: 'results/summaries/costs2-summary.csv'
# output:
# expand('results/plots/costs_{cost}_{resarea}_{sectors}_{opt}',
# **dict(chain(config['scenario'].items(), (('{param}')))
# touch('results/plots/scenario_plots')
# params:
# tmpl="results/plots/costs_[cost]_[resarea]_[sectors]_[opt]"
# exts=["pdf", "png"]
# scripts: "scripts/plot_costs.py"
# rule scenario_comparison:
# input:
# expand('results/plots/network_{cost}_{sectors}_{opts}_{attr}.pdf',
# version=config['version'],
# attr=['p_nom'],
# **config['scenario'])
# output:
# html='results/plots/scenario_{param}.html'
# params:
# tmpl="network_[cost]_[resarea]_[sectors]_[opts]_[attr]",
# plot_dir='results/plots'
# script: "scripts/scenario_comparison.py"
# rule extract_summaries:
# input:
# expand("results/networks/{cost}_{sectors}_{opts}.nc",
# **config['scenario'])
# output:
# **{n: "results/summaries/{}-summary.csv".format(n)
# for n in ['costs', 'costs2', 'e_curtailed', 'e_nom_opt', 'e', 'p_nom_opt']}
# params:
# scenario_tmpl="[cost]_[resarea]_[sectors]_[opts]",
# scenarios=config['scenario']
# script: "scripts/extract_summaries.py"
# Local Variables:
# mode: python
# End: