From 45c3ff01bec33d25e60927372b3584364b4f6150 Mon Sep 17 00:00:00 2001 From: FelixMau Date: Tue, 9 Jul 2024 11:20:03 +0200 Subject: [PATCH 01/70] Commenting --- data_adapter_oemof/adapters.py | 2 + examples/industry/data_adapter_industry.py | 125 +++++----- poetry.lock | 255 +++++++++++---------- 3 files changed, 205 insertions(+), 177 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 8f78bbb..2127486 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -237,6 +237,8 @@ def get_busses(self) -> dict: busses = struct["inputs"] if bus == "to_bus": busses = struct["outputs"] + if self.__class__.type == "storage" and struct["inputs"] == struct["outputs"]: + busses = struct["outputs"] if len(busses) != 1: raise MappingError( f"Could not map {bus} to default bus - too many options" diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index 5e64bbe..988a4e1 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -24,66 +24,78 @@ EnergySystem.from_datapackage = classmethod(deserialize_energy_system) Model.add_constraints_from_datapackage = deserialize_constraints -# -# Download Collection -# Due to Nan values in "ind_scalar" type column datapackage.json must be adjusted after download +""" +Download Collection + +Some datasets must be adjusted due to wrong formatting in comments + - x2x_hydrogen_renewable + - x2x_p2gas_aec_1 + - x2x_p2gas_pemec_1 + - x2x_x2gas_mpyr_1 + + +Also adjust Modelstructure: + Delete lines: + - helper sinks in HelperO1 + - red marked lines in ProcessO1 (not yet uploaded or deleted data) +""" # from data_adapter.databus import download_collection # download_collection( # "https://databus.openenergyplatform.org/felixmaur/collections/steel_industry_test/" # ) - -structure = Structure( - "SEDOS_Modellstruktur", - process_sheet="Processes_O1", - parameter_sheet="Parameter_Input-Output", - helper_sheet="Helper_O1", -) - -adapter = Adapter( - "steel_industry_test", - structure=structure, -) - -# create dicitonary with all found in and outputs -process_adapter_map = pd.concat([pd.read_excel( - io=structure.structure_file, - sheet_name="Processes_O1", - usecols=("process", "facade adapter (oemof)"), - index_col="process" - ), pd.read_excel( - io=structure.structure_file, - sheet_name="Helper_O1", - usecols=("process", "facade adapter (oemof)"), - index_col="process" - )]).to_dict(orient="dict") - - - -parameter_map = { - "DEFAULT": {}, - "StorageAdapter": { - "capacity_potential": "expansion_limit", - "capacity": "installed_capacity", - "invest_relation_output_capacity": "e2p_ratio", - "inflow_conversion_factor": "input_ratio", - "outflow_conversion_factor": "output_ratio", - }, - "MIMOAdapter": { - "capacity_cost": "cost_fix_capacity_w", - "capacity": "capacity_w_resid", - "expandable": "capacity_w_abs_new_max", - }, - "modex_tech_wind_turbine_onshore": {"profile": "onshore"}, -} - -dp = DataPackage.build_datapackage( - adapter=adapter, - process_adapter_map=process_adapter_map, - parameter_map=parameter_map, -) -datapackage_path = pathlib.Path(__file__).parent / "datapackage" -dp.save_datapackage_to_csv(str(datapackage_path)) +# +# structure = Structure( +# "SEDOS_Modellstruktur", +# process_sheet="Processes_O1", +# parameter_sheet="Parameter_Input-Output", +# helper_sheet="Helper_O1", +# ) +# +# adapter = Adapter( +# "steel_industry_test", +# structure=structure, +# ) +# +# # create dicitonary with all found in and outputs +# process_adapter_map = pd.concat([pd.read_excel( +# io=structure.structure_file, +# sheet_name="Processes_O1", +# usecols=("process", "facade adapter (oemof)"), +# index_col="process" +# ), pd.read_excel( +# io=structure.structure_file, +# sheet_name="Helper_O1", +# usecols=("process", "facade adapter (oemof)"), +# index_col="process" +# )]).to_dict(orient="dict")["facade adapter (oemof)"] +# +# +# +# parameter_map = { +# "DEFAULT": {}, +# "StorageAdapter": { +# "capacity_potential": "expansion_limit", +# "capacity": "installed_capacity", +# "invest_relation_output_capacity": "e2p_ratio", +# "inflow_conversion_factor": "input_ratio", +# "outflow_conversion_factor": "output_ratio", +# }, +# "MIMOAdapter": { +# "capacity_cost": "cost_fix_capacity_w", +# "capacity": "capacity_w_resid", +# "expandable": "capacity_w_abs_new_max", +# }, +# "modex_tech_wind_turbine_onshore": {"profile": "onshore"}, +# } +# +# dp = DataPackage.build_datapackage( +# adapter=adapter, +# process_adapter_map=process_adapter_map, +# parameter_map=parameter_map, +# ) +# datapackage_path = pathlib.Path(__file__).parent / "datapackage" +# dp.save_datapackage_to_csv(str(datapackage_path)) es = EnergySystem.from_datapackage(path = "datapackage/datapackage.json", @@ -97,4 +109,5 @@ ) m = Model(es) -m.solve() \ No newline at end of file +m.solve() +print(m) \ No newline at end of file diff --git a/poetry.lock b/poetry.lock index daa6996..26d8edf 100644 --- a/poetry.lock +++ b/poetry.lock @@ -183,13 +183,13 @@ files = [ [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] @@ -517,7 +517,7 @@ test-randomorder = ["pytest-randomly"] [[package]] name = "data-adapter" -version = "0.21.0" +version = "0.22.0" description = "Provides 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"validators-0.31.0.tar.gz", hash = "sha256:de7574fc56a231c788162f3e7da15bc2053c5ff9e0281d9ff1afb3a7b69498df"}, ] +[package.extras] +crypto-eth-addresses = ["eth-hash[pycryptodome] (>=0.7.0)"] + [[package]] name = "virtualenv" -version = "20.26.2" +version = "20.26.3" description = "Virtual Python Environment builder" optional = false python-versions = ">=3.7" files = [ - {file = "virtualenv-20.26.2-py3-none-any.whl", hash = "sha256:a624db5e94f01ad993d476b9ee5346fdf7b9de43ccaee0e0197012dc838a0e9b"}, - {file = "virtualenv-20.26.2.tar.gz", hash = "sha256:82bf0f4eebbb78d36ddaee0283d43fe5736b53880b8a8cdcd37390a07ac3741c"}, + {file = "virtualenv-20.26.3-py3-none-any.whl", hash = "sha256:8cc4a31139e796e9a7de2cd5cf2489de1217193116a8fd42328f1bd65f434589"}, + {file = "virtualenv-20.26.3.tar.gz", hash = "sha256:4c43a2a236279d9ea36a0d76f98d84bd6ca94ac4e0f4a3b9d46d05e10fea542a"}, ] [package.dependencies] From 57303215c8520595e1fddef5062a08dc4fcac524 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 9 Jul 2024 11:56:28 +0200 Subject: [PATCH 02/70] Typo and uncomment --- examples/industry/data_adapter_industry.py | 114 ++++++++++----------- 1 file changed, 57 insertions(+), 57 deletions(-) diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index 988a4e1..76ce36b 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -28,7 +28,7 @@ Download Collection Some datasets must be adjusted due to wrong formatting in comments - - x2x_hydrogen_renewable + - x2x_import_hydrogen_renewable - x2x_p2gas_aec_1 - x2x_p2gas_pemec_1 - x2x_x2gas_mpyr_1 @@ -40,62 +40,62 @@ - red marked lines in ProcessO1 (not yet uploaded or deleted data) """ -# from data_adapter.databus import download_collection -# download_collection( -# "https://databus.openenergyplatform.org/felixmaur/collections/steel_industry_test/" -# ) -# -# structure = Structure( -# "SEDOS_Modellstruktur", -# process_sheet="Processes_O1", -# parameter_sheet="Parameter_Input-Output", -# helper_sheet="Helper_O1", -# ) -# -# adapter = Adapter( -# "steel_industry_test", -# structure=structure, -# ) -# -# # create dicitonary with all found in and outputs -# process_adapter_map = pd.concat([pd.read_excel( -# io=structure.structure_file, -# sheet_name="Processes_O1", -# usecols=("process", "facade adapter (oemof)"), -# index_col="process" -# ), pd.read_excel( -# io=structure.structure_file, -# sheet_name="Helper_O1", -# usecols=("process", "facade adapter (oemof)"), -# index_col="process" -# )]).to_dict(orient="dict")["facade adapter (oemof)"] -# -# -# -# parameter_map = { -# "DEFAULT": {}, -# "StorageAdapter": { -# "capacity_potential": "expansion_limit", -# "capacity": "installed_capacity", -# "invest_relation_output_capacity": "e2p_ratio", -# "inflow_conversion_factor": "input_ratio", -# "outflow_conversion_factor": "output_ratio", -# }, -# "MIMOAdapter": { -# "capacity_cost": "cost_fix_capacity_w", -# "capacity": "capacity_w_resid", -# "expandable": "capacity_w_abs_new_max", -# }, -# "modex_tech_wind_turbine_onshore": {"profile": "onshore"}, -# } -# -# dp = DataPackage.build_datapackage( -# adapter=adapter, -# process_adapter_map=process_adapter_map, -# parameter_map=parameter_map, -# ) -# datapackage_path = pathlib.Path(__file__).parent / "datapackage" -# dp.save_datapackage_to_csv(str(datapackage_path)) +from data_adapter.databus import download_collection +download_collection( + "https://databus.openenergyplatform.org/felixmaur/collections/steel_industry_test/" + ) + +structure = Structure( + "SEDOS_Modellstruktur", + process_sheet="Processes_O1", + parameter_sheet="Parameter_Input-Output", + helper_sheet="Helper_O1", +) + +adapter = Adapter( + "steel_industry_test", + structure=structure, +) + +# create dicitonary with all found in and outputs +process_adapter_map = pd.concat([pd.read_excel( + io=structure.structure_file, + sheet_name="Processes_O1", + usecols=("process", "facade adapter (oemof)"), + index_col="process" + ), pd.read_excel( + io=structure.structure_file, + sheet_name="Helper_O1", + usecols=("process", "facade adapter (oemof)"), + index_col="process" + )]).to_dict(orient="dict")["facade adapter (oemof)"] + + + +parameter_map = { + "DEFAULT": {}, + "StorageAdapter": { + "capacity_potential": "expansion_limit", + "capacity": "installed_capacity", + "invest_relation_output_capacity": "e2p_ratio", + "inflow_conversion_factor": "input_ratio", + "outflow_conversion_factor": "output_ratio", + }, + "MIMOAdapter": { + "capacity_cost": "cost_fix_capacity_w", + "capacity": "capacity_w_resid", + "expandable": "capacity_w_abs_new_max", + }, + "modex_tech_wind_turbine_onshore": {"profile": "onshore"}, +} + +dp = DataPackage.build_datapackage( + adapter=adapter, + process_adapter_map=process_adapter_map, + parameter_map=parameter_map, +) +datapackage_path = pathlib.Path(__file__).parent / "datapackage" +dp.save_datapackage_to_csv(str(datapackage_path)) es = EnergySystem.from_datapackage(path = "datapackage/datapackage.json", From 55c37929a84b5d7df67336881e103cc3666744b5 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 9 Jul 2024 11:56:57 +0200 Subject: [PATCH 03/70] Add results processing --- examples/industry/data_adapter_industry.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index 76ce36b..71e01c8 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -12,7 +12,7 @@ from data_adapter_oemof.build_datapackage import DataPackage # noqa: E402 from oemof.solph._energy_system import EnergySystem -from oemof.solph import Model +from oemof.solph import Model, processing from oemof.tabular.datapackage import building # noqa F401 from oemof.tabular.datapackage.reading import deserialize_constraints, deserialize_energy_system @@ -109,5 +109,6 @@ ) m = Model(es) -m.solve() +m.solve(solver="cbc") +results = processing.convert_keys_to_strings(processing.results(m)) print(m) \ No newline at end of file From 876eed3ac2b13e62c6630299ba5fa1a899d530e6 Mon Sep 17 00:00:00 2001 From: FelixMau Date: Tue, 9 Jul 2024 12:33:12 +0200 Subject: [PATCH 04/70] Adding color logging This might help for debugging and is more friendly to new users as infos should not appear red as "Error" --- data_adapter_oemof/settings.py | 42 ++++++++++++++++++++++ examples/industry/data_adapter_industry.py | 25 ++++++++----- 2 files changed, 58 insertions(+), 9 deletions(-) diff --git a/data_adapter_oemof/settings.py b/data_adapter_oemof/settings.py index aea3add..06cb7d1 100644 --- a/data_adapter_oemof/settings.py +++ b/data_adapter_oemof/settings.py @@ -1,6 +1,8 @@ import os import pathlib from pathlib import Path +import logging + from data_adapter_oemof.utils import load_yaml @@ -36,3 +38,43 @@ Path(__file__).parent / "mappings" / "PROCESS_ADAPTER_MAP.yaml" ) BUS_MAP = load_yaml(Path(__file__).parent / "mappings" / "BUS_MAP.yaml") + +class CustomFormatter(logging.Formatter): + """Logging colored formatter, adapted from https://stackoverflow.com/a/56944256/3638629""" + + grey = '\x1b[38;21m' + blue = '\x1b[38;5;39m' + yellow = '\x1b[38;5;226m' + red = '\x1b[38;5;196m' + bold_red = '\x1b[31;1m' + reset = '\x1b[0m' + green = "'\x1b[38;5;82m'" + + def __init__(self, fmt): + super().__init__() + self.fmt = fmt + self.FORMATS = { + logging.DEBUG: self.grey + self.fmt + self.reset, + logging.INFO: self.green + self.fmt + self.reset, + logging.WARNING: self.yellow + self.fmt + self.reset, + logging.ERROR: self.red + self.fmt + self.reset, + logging.CRITICAL: self.bold_red + self.fmt + self.reset + } + + def format(self, record): + log_fmt = self.FORMATS.get(record.levelno) + formatter = logging.Formatter(log_fmt) + return formatter.format(record) + +logger = logging.getLogger() +logger.setLevel(logging.INFO) + +console_handler = logging.StreamHandler() +console_handler.setLevel(logging.INFO) + +formatter = CustomFormatter('%(levelname)s: %(message)s') +console_handler.setFormatter(formatter) + +logger.addHandler(console_handler) + +# Initialize logging configuration diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index 71e01c8..77300a2 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -2,6 +2,7 @@ import pathlib import pandas as pd +import logging os.environ["COLLECTIONS_DIR"] = "./collections/" os.environ["STRUCTURES_DIR"] = "" @@ -21,6 +22,8 @@ from oemof_industry.mimo_converter import MIMO from oemof.solph.buses import Bus +logger = logging.getLogger() + EnergySystem.from_datapackage = classmethod(deserialize_energy_system) Model.add_constraints_from_datapackage = deserialize_constraints @@ -40,11 +43,12 @@ - red marked lines in ProcessO1 (not yet uploaded or deleted data) """ -from data_adapter.databus import download_collection -download_collection( - "https://databus.openenergyplatform.org/felixmaur/collections/steel_industry_test/" - ) - +# from data_adapter.databus import download_collection +# logger.info("Starting Download") +# download_collection( +# "https://databus.openenergyplatform.org/felixmaur/collections/steel_industry_test/" +# ) +logger.info("Reading Structure") structure = Structure( "SEDOS_Modellstruktur", process_sheet="Processes_O1", @@ -57,6 +61,8 @@ structure=structure, ) +logger.info("Building Adapter Map") + # create dicitonary with all found in and outputs process_adapter_map = pd.concat([pd.read_excel( io=structure.structure_file, @@ -70,8 +76,6 @@ index_col="process" )]).to_dict(orient="dict")["facade adapter (oemof)"] - - parameter_map = { "DEFAULT": {}, "StorageAdapter": { @@ -88,7 +92,7 @@ }, "modex_tech_wind_turbine_onshore": {"profile": "onshore"}, } - +logger.info("Building datapackage...") dp = DataPackage.build_datapackage( adapter=adapter, process_adapter_map=process_adapter_map, @@ -108,7 +112,10 @@ "mimo": MIMO}, ) +logger.info("Building Model...") m = Model(es) +logger.info("Solving Model...") m.solve(solver="cbc") +logger.info("Reding Results") results = processing.convert_keys_to_strings(processing.results(m)) -print(m) \ No newline at end of file +logger.info("Writing Results and Goodbye :)") \ No newline at end of file From f63c92150ba99597219def76661dbed8d25f8f08 Mon Sep 17 00:00:00 2001 From: FelixMau Date: Tue, 9 Jul 2024 12:40:55 +0200 Subject: [PATCH 05/70] Linting and adding .env file .env contains paths to folders. .gitkeep added for folder structure and ease for new users --- data_adapter_oemof/adapters.py | 6 +- data_adapter_oemof/build_datapackage.py | 1 - data_adapter_oemof/settings.py | 21 +++---- examples/industry/.env | 2 + examples/industry/collections/.gitkeep | 0 examples/industry/data_adapter_industry.py | 68 ++++++++++++---------- examples/industry/datapackage/.gitkeep | 0 7 files changed, 53 insertions(+), 45 deletions(-) create mode 100644 examples/industry/.env create mode 100644 examples/industry/collections/.gitkeep create mode 100644 examples/industry/datapackage/.gitkeep diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 2127486..1dd4271 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -4,7 +4,6 @@ import itertools import json import logging -import warnings from typing import Optional, Type, Union import pandas as pd @@ -237,7 +236,10 @@ def get_busses(self) -> dict: busses = struct["inputs"] if bus == "to_bus": busses = struct["outputs"] - if self.__class__.type == "storage" and struct["inputs"] == struct["outputs"]: + if ( + self.__class__.type == "storage" + and struct["inputs"] == struct["outputs"] + ): busses = struct["outputs"] if len(busses) != 1: raise MappingError( diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index 0adbc19..d6532b9 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -5,7 +5,6 @@ import numpy as np import pandas as pd -import numpy as np import tsam.timeseriesaggregation as tsam from data_adapter.preprocessing import Adapter from datapackage import Package diff --git a/data_adapter_oemof/settings.py b/data_adapter_oemof/settings.py index 06cb7d1..3f93fa2 100644 --- a/data_adapter_oemof/settings.py +++ b/data_adapter_oemof/settings.py @@ -1,8 +1,7 @@ +import logging import os import pathlib from pathlib import Path -import logging - from data_adapter_oemof.utils import load_yaml @@ -39,15 +38,16 @@ ) BUS_MAP = load_yaml(Path(__file__).parent / "mappings" / "BUS_MAP.yaml") + class CustomFormatter(logging.Formatter): """Logging colored formatter, adapted from https://stackoverflow.com/a/56944256/3638629""" - grey = '\x1b[38;21m' - blue = '\x1b[38;5;39m' - yellow = '\x1b[38;5;226m' - red = '\x1b[38;5;196m' - bold_red = '\x1b[31;1m' - reset = '\x1b[0m' + grey = "\x1b[38;21m" + blue = "\x1b[38;5;39m" + yellow = "\x1b[38;5;226m" + red = "\x1b[38;5;196m" + bold_red = "\x1b[31;1m" + reset = "\x1b[0m" green = "'\x1b[38;5;82m'" def __init__(self, fmt): @@ -58,7 +58,7 @@ def __init__(self, fmt): logging.INFO: self.green + self.fmt + self.reset, logging.WARNING: self.yellow + self.fmt + self.reset, logging.ERROR: self.red + self.fmt + self.reset, - logging.CRITICAL: self.bold_red + self.fmt + self.reset + logging.CRITICAL: self.bold_red + self.fmt + self.reset, } def format(self, record): @@ -66,13 +66,14 @@ def format(self, record): formatter = logging.Formatter(log_fmt) return formatter.format(record) + logger = logging.getLogger() logger.setLevel(logging.INFO) console_handler = logging.StreamHandler() console_handler.setLevel(logging.INFO) -formatter = CustomFormatter('%(levelname)s: %(message)s') +formatter = CustomFormatter("%(levelname)s: %(message)s") console_handler.setFormatter(formatter) logger.addHandler(console_handler) diff --git a/examples/industry/.env b/examples/industry/.env new file mode 100644 index 0000000..970ecb8 --- /dev/null +++ b/examples/industry/.env @@ -0,0 +1,2 @@ +COLLECTIONS_DIR=./collections/ +STRUCTURES_DIR= diff --git a/examples/industry/collections/.gitkeep b/examples/industry/collections/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index 77300a2..adc50d2 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -1,26 +1,22 @@ -import os +import logging import pathlib import pandas as pd -import logging - -os.environ["COLLECTIONS_DIR"] = "./collections/" -os.environ["STRUCTURES_DIR"] = "" - from data_adapter.databus import download_collection # noqa from data_adapter.preprocessing import Adapter # noqa: E402 from data_adapter.structure import Structure # noqa: E402 -from data_adapter_oemof.build_datapackage import DataPackage # noqa: E402 - -from oemof.solph._energy_system import EnergySystem from oemof.solph import Model, processing - +from oemof.solph._energy_system import EnergySystem +from oemof.solph.buses import Bus from oemof.tabular.datapackage import building # noqa F401 -from oemof.tabular.datapackage.reading import deserialize_constraints, deserialize_energy_system - -from oemof.tabular.facades import Excess, Commodity, Conversion, Load, Volatile +from oemof.tabular.datapackage.reading import ( + deserialize_constraints, + deserialize_energy_system, +) +from oemof.tabular.facades import Commodity, Conversion, Excess, Load, Volatile from oemof_industry.mimo_converter import MIMO -from oemof.solph.buses import Bus + +from data_adapter_oemof.build_datapackage import DataPackage # noqa: E402 logger = logging.getLogger() @@ -35,11 +31,11 @@ - x2x_p2gas_aec_1 - x2x_p2gas_pemec_1 - x2x_x2gas_mpyr_1 - - + + Also adjust Modelstructure: Delete lines: - - helper sinks in HelperO1 + - helper sinks in HelperO1 - red marked lines in ProcessO1 (not yet uploaded or deleted data) """ @@ -64,17 +60,22 @@ logger.info("Building Adapter Map") # create dicitonary with all found in and outputs -process_adapter_map = pd.concat([pd.read_excel( +process_adapter_map = pd.concat( + [ + pd.read_excel( io=structure.structure_file, sheet_name="Processes_O1", usecols=("process", "facade adapter (oemof)"), - index_col="process" - ), pd.read_excel( + index_col="process", + ), + pd.read_excel( io=structure.structure_file, sheet_name="Helper_O1", usecols=("process", "facade adapter (oemof)"), - index_col="process" - )]).to_dict(orient="dict")["facade adapter (oemof)"] + index_col="process", + ), + ] +).to_dict(orient="dict")["facade adapter (oemof)"] parameter_map = { "DEFAULT": {}, @@ -102,15 +103,18 @@ dp.save_datapackage_to_csv(str(datapackage_path)) -es = EnergySystem.from_datapackage(path = "datapackage/datapackage.json", - typemap= {"bus": Bus, - "excess":Excess, - "commodity": Commodity, - "conversion": Conversion, - "load": Load, - "volatile": Volatile, - "mimo": MIMO}, - ) +es = EnergySystem.from_datapackage( + path="datapackage/datapackage.json", + typemap={ + "bus": Bus, + "excess": Excess, + "commodity": Commodity, + "conversion": Conversion, + "load": Load, + "volatile": Volatile, + "mimo": MIMO, + }, +) logger.info("Building Model...") m = Model(es) @@ -118,4 +122,4 @@ m.solve(solver="cbc") logger.info("Reding Results") results = processing.convert_keys_to_strings(processing.results(m)) -logger.info("Writing Results and Goodbye :)") \ No newline at end of file +logger.info("Writing Results and Goodbye :)") diff --git a/examples/industry/datapackage/.gitkeep b/examples/industry/datapackage/.gitkeep new file mode 100644 index 0000000..e69de29 From 866d83e162d7e7215ad0a3413b71bbf2dbc63ba4 Mon Sep 17 00:00:00 2001 From: FelixMau Date: Thu, 18 Jul 2024 11:18:57 +0200 Subject: [PATCH 06/70] Bugfix --- data_adapter_oemof/build_datapackage.py | 1 - examples/industry/data_adapter_industry.py | 7 +++++-- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index d6532b9..e0fccb0 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -77,7 +77,6 @@ def _listify_to_periodic(group_df) -> pd.Series: unique_values[col] = group_df[col].iat[0][0] else: unique_values[col] = group_df[col].iat[0] - unique_values["name"] = "_".join(group_df.name) unique_values.drop("year") return unique_values diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index adc50d2..c8efa5c 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -40,7 +40,6 @@ """ # from data_adapter.databus import download_collection -# logger.info("Starting Download") # download_collection( # "https://databus.openenergyplatform.org/felixmaur/collections/steel_industry_test/" # ) @@ -103,6 +102,8 @@ dp.save_datapackage_to_csv(str(datapackage_path)) +logger.info("Building EnergySystem") + es = EnergySystem.from_datapackage( path="datapackage/datapackage.json", typemap={ @@ -120,6 +121,8 @@ m = Model(es) logger.info("Solving Model...") m.solve(solver="cbc") +logger.warning(m.solver_results["Solver"][0]["Termination condition"]) +print(m.solver_results["Solver"][0]["Termination condition"]) logger.info("Reding Results") -results = processing.convert_keys_to_strings(processing.results(m)) +results = processing.results(m) logger.info("Writing Results and Goodbye :)") From b98074dd24fc07e69a994c923554589fe2309828 Mon Sep 17 00:00:00 2001 From: FelixMau Date: Tue, 30 Jul 2024 16:15:58 +0200 Subject: [PATCH 07/70] Extend `parameter_name` mapping --- examples/industry/data_adapter_industry.py | 206 ++++++++++++++++++++- 1 file changed, 198 insertions(+), 8 deletions(-) diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index c8efa5c..21b75d9 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -13,7 +13,7 @@ deserialize_constraints, deserialize_energy_system, ) -from oemof.tabular.facades import Commodity, Conversion, Excess, Load, Volatile +from oemof.tabular.facades import Commodity, Conversion, Excess, Load, Volatile, Storage from oemof_industry.mimo_converter import MIMO from data_adapter_oemof.build_datapackage import DataPackage # noqa: E402 @@ -77,7 +77,7 @@ ).to_dict(orient="dict")["facade adapter (oemof)"] parameter_map = { - "DEFAULT": {}, + "DEFAULT": {"interest_rate":"wacc"}, "StorageAdapter": { "capacity_potential": "expansion_limit", "capacity": "installed_capacity", @@ -85,12 +85,202 @@ "inflow_conversion_factor": "input_ratio", "outflow_conversion_factor": "output_ratio", }, - "MIMOAdapter": { - "capacity_cost": "cost_fix_capacity_w", - "capacity": "capacity_w_resid", - "expandable": "capacity_w_abs_new_max", + "CommodityAdapter": { }, - "modex_tech_wind_turbine_onshore": {"profile": "onshore"}, + "x2x_import_biogas":{"amount":"capacity_w_inst_0", + "marginal_cost":"cost_var_e"}, + "x2x_import_coal":{"amount":"capacity_w_inst_0", + "marginal_cost":"cost_var_e"}, + "x2x_import_hydrogen_renewable":{"amount":"capacity_w_inst_0", + "marginal_cost":"cost_var_e"}, + "x2x_other_biogas_treatment":{"marginal_cost":"cost_var_e"}, + + + + + "ind_source_steel_scrap_iron":{"amount":"capacity_w_inst_0"}, + "ind_steel_sinter_0": {"capacity":"capacity_w_inst_0"}, + "ind_steel_coke_plant_0": {"capacity":"capacity_e_inst_0"}, + "ind_steel_blafu_0": {"capacity":"capacity_w_inst_0"}, + "ind_steel_oxyfu_0": {"capacity":"capacity_w_inst_0"}, + "ind_steel_casting_0": {"capacity":"capacity_w_inst_0"}, + "ind_steel_elefu_0": {"capacity":"capacity_w_inst_0"}, + "x2x_delivery_methane_pipeline_0": { + "capacity":"capacity_p_max", + "marginal_cost":"cost_var_p", + }, + "x2x_x2gas_sr_syngas_0": {"capacity":"capacity_p_inst", + "capacity_cost": "cost_inv_p", + "fixed_costs":"cost_fix_p", + }, + + + "ind_steel_coke_plant_1": {"capacity_potential":"capacity_e_abs_new_max", + "capacity_cost": "cost_inv_e", + "fixed_costs":"cost_fix_e", + "marginal_cost":"cost_var_e" + }, + "ind_steel_sinter_1": {"capacity_potential":"capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + "marginal_cost":"cost_var_w" + }, + "ind_steel_blafu_1": {"capacity_potential":"capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + "marginal_cost":"cost_var_w" + }, + "ind_steel_blafu_cc_1": {"capacity_potential":"capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + "marginal_cost":"cost_var_w" + }, + "ind_steel_oxyfu_1": {"capacity_potential":"capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + "marginal_cost":"cost_var_w", + #"max":"availability_constant" + }, + "ind_steel_casting_1": {"capacity_potential":"capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + "marginal_cost":"cost_var_w", + #"max":"availability_constant" + }, + "ind_steel_elefu_1": {"capacity_potential":"capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + "marginal_cost":"cost_var_w", + #"max":"availability_constant" + }, + "ind_steel_dirred_1": {"capacity_potential":"capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + "marginal_cost":"cost_var_w", + #"max":"availability_constant" + }, + "ind_steel_sponge_1": {"capacity_potential":"capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + "marginal_cost":"cost_var_w", + #"max":"availability_constant" + }, + "ind_steel_pellet_1": {"capacity_potential":"capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + "marginal_cost":"cost_var_w", + #"max":"availability_constant" + }, + "ind_steel_hyddri_1": {"capacity_potential":"capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + "marginal_cost":"cost_var_w", + #"max":"availability_constant" + }, + "x2x_delivery_hydrogen_pipeline_retrofit_1": {"capacity_potential":"capacity_p_max", + "capacity_cost": "cost_inv_p", + "fixed_costs":"cost_fix_p", + "marginal_cost":"cost_var_p", + }, + "x2x_delivery_hydrogen_pipeline_new_1": { + "capacity_cost": "cost_inv_p", + "fixed_costs":"cost_fix_p", + }, + "x2x_g2p_pemfc_ls_1": { + "capacity_cost": "cost_inv_p", + "fixed_costs":"cost_fix_p", + }, + "x2x_g2p_sofc_ls_1": { + "capacity_cost": "cost_inv_p", + "fixed_costs":"cost_fix_p", + }, + "x2x_other_dac_ht_1": { "marginal_cost":"cost_var_w", + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + }, + "x2x_other_dac_lt_1": { + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + }, + "x2x_p2gas_aec_1": { + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + }, + "x2x_p2gas_biom_1": { + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + }, + "x2x_p2gas_pemec_1": { + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + }, + "x2x_p2gas_biom_1": { + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + }, + "x2x_p2gas_pemec_1": { + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + }, + "x2x_p2gas_sabm_1": { + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + }, + "x2x_p2gas_soec_1": { + "capacity_cost": "cost_inv_w", + "fixed_costs":"cost_fix_w", + }, + "x2x_x2gas_mpyr_1": { + "capacity_cost": "cost_inv_p", + "fixed_costs":"cost_fix_p", + "marginal_cost":"cost_var_e" + }, + "x2x_x2gas_sr_syngas_1": { + "capacity_cost": "cost_inv_p", + "fixed_costs":"cost_fix_p", + }, + + + "x2x_storage_hydrogen_lohc_1": { + "efficiency": "efficiency_sto_in", + "fixed_costs":"cost_fix_w", + "loss_rate":"sto_self_discharge", + "storage_capacity_cost":"cost_inv_e", + "fixed_costs":"cost_fix_p", + "marginal_cost":"cost_var_e" + }, + "x2x_storage_hydrogen_new_1": { + "efficiency": "efficiency_sto_in", + "fixed_costs":"cost_fix_w", + "loss_rate":"sto_self_discharge", + "storage_capacity_cost":"cost_inv_e", + "fixed_costs":"cost_fix_p", + "marginal_cost":"cost_var_e", + "capacity_capacity_potential":"capacity_e_max" + }, + "x2x_storage_hydrogen_retrofit_1": { + "efficiency": "efficiency_sto_in", + "fixed_costs":"cost_fix_p", + "loss_rate":"sto_self_discharge", + "storage_capacity_cost":"cost_inv_e", + "fixed_costs":"cost_fix_p", + "marginal_cost":"cost_var_e", + "capacity_capacity_potential":"capacity_e_max", + "storage_capacity":"capacity_e_inst" + }, + "x2x_storage_methane_0": { + "efficiency": "efficiency_sto_in", + "fixed_costs":"cost_fix_p", + "loss_rate":"sto_self_discharge", + "storage_capacity_cost":"cost_inv_e", + "fixed_costs":"cost_fix_p", + "marginal_cost":"cost_var_e", + "capacity_capacity_potential":"capacity_e_max", + "storage_capacity":"capacity_e_inst" + }, + + + } logger.info("Building datapackage...") dp = DataPackage.build_datapackage( @@ -103,7 +293,6 @@ logger.info("Building EnergySystem") - es = EnergySystem.from_datapackage( path="datapackage/datapackage.json", typemap={ @@ -114,6 +303,7 @@ "load": Load, "volatile": Volatile, "mimo": MIMO, + "storage":Storage }, ) From 59f71d00479a9a9e5af73fc9262f9971c22d1852 Mon Sep 17 00:00:00 2001 From: FelixMau Date: Tue, 30 Jul 2024 16:16:14 +0200 Subject: [PATCH 08/70] Better warning --- data_adapter_oemof/adapters.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 1dd4271..6bfe40f 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -158,7 +158,8 @@ def get_data(self, key, field_type: Optional[Type] = None): f"Using existing timeseries column '{timeseries_key}'." ) return timeseries_key - logger.warning(f"Could not find timeseries entry for mapped key '{key}'") + logger.warning(f"For Process {self.process_name}" + f"Could not find timeseries entry for mapped key '{key}'") return None # 2 Use defaults @@ -491,6 +492,7 @@ class MIMOAdapter(Adapter): Field(name="region", type=str), Field(name="year", type=int), Field(name="groups", type=dict), + Field(name="lifetime", type=float), Field(name="capacity_cost", type=float), Field(name="capacity", type=float), Field(name="expandable", type=bool), From 547e963af32a7faf8c01e8aae2ffae997cab766b Mon Sep 17 00:00:00 2001 From: FelixMau Date: Tue, 30 Jul 2024 16:16:28 +0200 Subject: [PATCH 09/70] Better loggin in builder --- data_adapter_oemof/build_datapackage.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index 62ddd70..ac9df10 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -2,6 +2,7 @@ import os import warnings from typing import Optional, Type +import logging import numpy as np import pandas as pd @@ -15,6 +16,7 @@ from data_adapter_oemof.settings import BUS_MAP, PARAMETER_MAP, PROCESS_ADAPTER_MAP from data_adapter_oemof.utils import convert_mixed_types_to_same_length +logger = logging.getLogger() # Define a function to aggregate differing values into a list def _listify_to_periodic(group_df) -> pd.Series: @@ -494,6 +496,7 @@ def _reduce_lists(x): + _reduce_lists(timeseries.columns.get_level_values(1)) ) facade_adapter_name: str = process_adapter_map[process_name] + logger.info(f"Adaptering process {process_name} into adapter {facade_adapter_name}") facade_adapter: Type[FacadeAdapter] = FACADE_ADAPTERS[facade_adapter_name] component_adapter: Optional[FacadeAdapter] = None components = [] From 525bde60dacee330f4e9cb70e1ce0e584ff23055 Mon Sep 17 00:00:00 2001 From: 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+version = "0.21.0" description = "Provides general functionality for other data adapters" optional = false python-versions = ">=3.8.1,<4.0.0" @@ -536,8 +531,8 @@ units = "^0.7" [package.source] type = "git" url = "https://git@github.com/sedos-project/data_adapter" -reference = "main" -resolved_reference = "6c2dc303b9f4fb5d79a38f856e50950ee6df100a" +reference = "dev" +resolved_reference = "661818f3bfd8cd5bca822fd794b183a40b638640" [[package]] name = "datapackage" @@ -603,13 +598,13 @@ files = [ [[package]] name = "exceptiongroup" -version = "1.2.1" +version = "1.2.2" description = "Backport of PEP 654 (exception groups)" optional = false python-versions = ">=3.7" files = [ - {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"}, - {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"}, + {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = 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+2580,4 @@ docs = [] [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.11" -content-hash = "c20e8c1b158f2417d6e37b7708a4fea2a222fa1f3545062c651d0e9b685dd27c" +content-hash = "fb6e2ecd10b63c067be3d7d8b63bfc062be95479af3f6f4ebf515f710fd1627e" diff --git a/pyproject.toml b/pyproject.toml index fdf574a..68b4c1a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,7 +19,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry.dependencies] python = ">=3.10,<3.11" -data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "main"} +data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "dev"} oemof-tabular = { git = "https://git@github.com/oemof/oemof-tabular", branch = "dev"} oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "main"} boto3 = "1.26.125" # fix boto3 to fasten up dependency resolution From 80bf167d3b7fd51fd6c24b823b186d478bb8148f Mon Sep 17 00:00:00 2001 From: FelixMau Date: Wed, 31 Jul 2024 13:20:25 +0200 Subject: [PATCH 11/70] pre commit --- data_adapter_oemof/adapters.py | 6 +- data_adapter_oemof/build_datapackage.py | 7 +- data_adapter_oemof/calculations.py | 6 +- examples/industry/data_adapter_industry.py | 337 ++++++++++----------- 4 files changed, 179 insertions(+), 177 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 6bfe40f..eb16f12 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -158,8 +158,10 @@ def get_data(self, key, field_type: Optional[Type] = None): f"Using existing timeseries column '{timeseries_key}'." ) return timeseries_key - logger.warning(f"For Process {self.process_name}" - f"Could not find timeseries entry for mapped key '{key}'") + logger.warning( + f"For Process {self.process_name}" + f"Could not find timeseries entry for mapped key '{key}'" + ) return None # 2 Use defaults diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index ac9df10..91ca898 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -1,8 +1,8 @@ import dataclasses +import logging import os import warnings from typing import Optional, Type -import logging import numpy as np import pandas as pd @@ -18,6 +18,7 @@ logger = logging.getLogger() + # Define a function to aggregate differing values into a list def _listify_to_periodic(group_df) -> pd.Series: """ @@ -496,7 +497,9 @@ def _reduce_lists(x): + _reduce_lists(timeseries.columns.get_level_values(1)) ) facade_adapter_name: str = process_adapter_map[process_name] - logger.info(f"Adaptering process {process_name} into adapter {facade_adapter_name}") + logger.info( + f"Adaptering process {process_name} into adapter {facade_adapter_name}" + ) facade_adapter: Type[FacadeAdapter] = FACADE_ADAPTERS[facade_adapter_name] component_adapter: Optional[FacadeAdapter] = None components = [] diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index c190b60..8ba9a9f 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -95,14 +95,14 @@ def decommission(process_name, adapter_dict: dict) -> dict: if max_column not in adapter_dict["output_parameters"].keys(): adapter_dict["output_parameters"][max_column] = adapter_dict[ capacity_column - ] / np.max(adapter_dict[capacity_column]) + ] / np.nanmax(adapter_dict[capacity_column]) # II: else: adapter_dict["output_parameters"][max_column] = multiply_two_lists( adapter_dict["output_parameters"][max_column], adapter_dict[capacity_column] - ) / np.max(adapter_dict[capacity_column]) + ) / np.nanmax(adapter_dict[capacity_column]) - adapter_dict[capacity_column] = np.max(adapter_dict[capacity_column]) + adapter_dict[capacity_column] = np.nanmax(adapter_dict[capacity_column]) return adapter_dict diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index 21b75d9..5d4979f 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -13,7 +13,7 @@ deserialize_constraints, deserialize_energy_system, ) -from oemof.tabular.facades import Commodity, Conversion, Excess, Load, Volatile, Storage +from oemof.tabular.facades import Commodity, Conversion, Excess, Load, Storage, Volatile from oemof_industry.mimo_converter import MIMO from data_adapter_oemof.build_datapackage import DataPackage # noqa: E402 @@ -39,10 +39,12 @@ - red marked lines in ProcessO1 (not yet uploaded or deleted data) """ -# from data_adapter.databus import download_collection -# download_collection( -# "https://databus.openenergyplatform.org/felixmaur/collections/steel_industry_test/" -# ) +from data_adapter.databus import download_collection + +download_collection( + "https://databus.openenergyplatform.org/felixmaur/collections/steel_industry_test/" +) + logger.info("Reading Structure") structure = Structure( "SEDOS_Modellstruktur", @@ -77,7 +79,7 @@ ).to_dict(orient="dict")["facade adapter (oemof)"] parameter_map = { - "DEFAULT": {"interest_rate":"wacc"}, + "DEFAULT": {"interest_rate": "wacc"}, "StorageAdapter": { "capacity_potential": "expansion_limit", "capacity": "installed_capacity", @@ -85,202 +87,197 @@ "inflow_conversion_factor": "input_ratio", "outflow_conversion_factor": "output_ratio", }, - "CommodityAdapter": { - }, - "x2x_import_biogas":{"amount":"capacity_w_inst_0", - "marginal_cost":"cost_var_e"}, - "x2x_import_coal":{"amount":"capacity_w_inst_0", - "marginal_cost":"cost_var_e"}, - "x2x_import_hydrogen_renewable":{"amount":"capacity_w_inst_0", - "marginal_cost":"cost_var_e"}, - "x2x_other_biogas_treatment":{"marginal_cost":"cost_var_e"}, - - - - - "ind_source_steel_scrap_iron":{"amount":"capacity_w_inst_0"}, - "ind_steel_sinter_0": {"capacity":"capacity_w_inst_0"}, - "ind_steel_coke_plant_0": {"capacity":"capacity_e_inst_0"}, - "ind_steel_blafu_0": {"capacity":"capacity_w_inst_0"}, - "ind_steel_oxyfu_0": {"capacity":"capacity_w_inst_0"}, - "ind_steel_casting_0": {"capacity":"capacity_w_inst_0"}, - "ind_steel_elefu_0": {"capacity":"capacity_w_inst_0"}, + "CommodityAdapter": {}, + "x2x_import_biogas": {"amount": "capacity_w_inst_0", "marginal_cost": "cost_var_e"}, + "x2x_import_coal": {"amount": "capacity_w_inst_0", "marginal_cost": "cost_var_e"}, + "x2x_import_hydrogen_renewable": { + "amount": "capacity_w_inst_0", + "marginal_cost": "cost_var_e", + }, + "x2x_other_biogas_treatment": {"marginal_cost": "cost_var_e"}, + "ind_source_steel_scrap_iron": {"amount": "capacity_w_inst_0"}, + "ind_steel_sinter_0": {"capacity": "capacity_w_inst_0"}, + "ind_steel_coke_plant_0": {"capacity": "capacity_e_inst_0"}, + "ind_steel_blafu_0": {"capacity": "capacity_w_inst_0"}, + "ind_steel_oxyfu_0": {"capacity": "capacity_w_inst_0"}, + "ind_steel_casting_0": {"capacity": "capacity_w_inst_0"}, + "ind_steel_elefu_0": {"capacity": "capacity_w_inst_0"}, "x2x_delivery_methane_pipeline_0": { - "capacity":"capacity_p_max", - "marginal_cost":"cost_var_p", - }, - "x2x_x2gas_sr_syngas_0": {"capacity":"capacity_p_inst", - "capacity_cost": "cost_inv_p", - "fixed_costs":"cost_fix_p", - }, - - - "ind_steel_coke_plant_1": {"capacity_potential":"capacity_e_abs_new_max", - "capacity_cost": "cost_inv_e", - "fixed_costs":"cost_fix_e", - "marginal_cost":"cost_var_e" - }, - "ind_steel_sinter_1": {"capacity_potential":"capacity_w_abs_new_max", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - "marginal_cost":"cost_var_w" - }, - "ind_steel_blafu_1": {"capacity_potential":"capacity_w_abs_new_max", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - "marginal_cost":"cost_var_w" - }, - "ind_steel_blafu_cc_1": {"capacity_potential":"capacity_w_abs_new_max", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - "marginal_cost":"cost_var_w" - }, - "ind_steel_oxyfu_1": {"capacity_potential":"capacity_w_abs_new_max", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - "marginal_cost":"cost_var_w", - #"max":"availability_constant" - }, - "ind_steel_casting_1": {"capacity_potential":"capacity_w_abs_new_max", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - "marginal_cost":"cost_var_w", - #"max":"availability_constant" - }, - "ind_steel_elefu_1": {"capacity_potential":"capacity_w_abs_new_max", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - "marginal_cost":"cost_var_w", - #"max":"availability_constant" - }, - "ind_steel_dirred_1": {"capacity_potential":"capacity_w_abs_new_max", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - "marginal_cost":"cost_var_w", - #"max":"availability_constant" - }, - "ind_steel_sponge_1": {"capacity_potential":"capacity_w_abs_new_max", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - "marginal_cost":"cost_var_w", - #"max":"availability_constant" - }, - "ind_steel_pellet_1": {"capacity_potential":"capacity_w_abs_new_max", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - "marginal_cost":"cost_var_w", - #"max":"availability_constant" - }, - "ind_steel_hyddri_1": {"capacity_potential":"capacity_w_abs_new_max", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - "marginal_cost":"cost_var_w", - #"max":"availability_constant" - }, - "x2x_delivery_hydrogen_pipeline_retrofit_1": {"capacity_potential":"capacity_p_max", - "capacity_cost": "cost_inv_p", - "fixed_costs":"cost_fix_p", - "marginal_cost":"cost_var_p", + "capacity": "capacity_p_max", + "marginal_cost": "cost_var_p", + }, + "x2x_x2gas_sr_syngas_0": { + "capacity": "capacity_p_inst", + "capacity_cost": "cost_inv_p", + "fixed_costs": "cost_fix_p", + }, + "ind_steel_coke_plant_1": { + "capacity_potential": "capacity_e_abs_new_max", + "capacity_cost": "cost_inv_e", + "fixed_costs": "cost_fix_e", + "marginal_cost": "cost_var_e", + }, + "ind_steel_sinter_1": { + "capacity_potential": "capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", + "marginal_cost": "cost_var_w", + }, + "ind_steel_blafu_1": { + "capacity_potential": "capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", + "marginal_cost": "cost_var_w", + }, + "ind_steel_blafu_cc_1": { + "capacity_potential": "capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", + "marginal_cost": "cost_var_w", + }, + "ind_steel_oxyfu_1": { + "capacity_potential": "capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", + "marginal_cost": "cost_var_w", + # "max":"availability_constant" + }, + "ind_steel_casting_1": { + "capacity_potential": "capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", + "marginal_cost": "cost_var_w", + # "max":"availability_constant" + }, + "ind_steel_elefu_1": { + "capacity_potential": "capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", + "marginal_cost": "cost_var_w", + # "max":"availability_constant" + }, + "ind_steel_dirred_1": { + "capacity_potential": "capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", + "marginal_cost": "cost_var_w", + # "max":"availability_constant" + }, + "ind_steel_sponge_1": { + "capacity_potential": "capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", + "marginal_cost": "cost_var_w", + # "max":"availability_constant" + }, + "ind_steel_pellet_1": { + "capacity_potential": "capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", + "marginal_cost": "cost_var_w", + # "max":"availability_constant" + }, + "ind_steel_hyddri_1": { + "capacity_potential": "capacity_w_abs_new_max", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", + "marginal_cost": "cost_var_w", + # "max":"availability_constant" + }, + "x2x_delivery_hydrogen_pipeline_retrofit_1": { + "capacity_potential": "capacity_p_max", + "capacity_cost": "cost_inv_p", + "fixed_costs": "cost_fix_p", + "marginal_cost": "cost_var_p", }, "x2x_delivery_hydrogen_pipeline_new_1": { - "capacity_cost": "cost_inv_p", - "fixed_costs":"cost_fix_p", + "capacity_cost": "cost_inv_p", + "fixed_costs": "cost_fix_p", }, "x2x_g2p_pemfc_ls_1": { - "capacity_cost": "cost_inv_p", - "fixed_costs":"cost_fix_p", + "capacity_cost": "cost_inv_p", + "fixed_costs": "cost_fix_p", }, "x2x_g2p_sofc_ls_1": { - "capacity_cost": "cost_inv_p", - "fixed_costs":"cost_fix_p", + "capacity_cost": "cost_inv_p", + "fixed_costs": "cost_fix_p", }, - "x2x_other_dac_ht_1": { "marginal_cost":"cost_var_w", - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", + "x2x_other_dac_ht_1": { + "marginal_cost": "cost_var_w", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", }, "x2x_other_dac_lt_1": { - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", }, "x2x_p2gas_aec_1": { - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - }, - "x2x_p2gas_biom_1": { - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", }, "x2x_p2gas_pemec_1": { - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", }, "x2x_p2gas_biom_1": { - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", - }, - "x2x_p2gas_pemec_1": { - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", }, "x2x_p2gas_sabm_1": { - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", }, "x2x_p2gas_soec_1": { - "capacity_cost": "cost_inv_w", - "fixed_costs":"cost_fix_w", + "capacity_cost": "cost_inv_w", + "fixed_costs": "cost_fix_w", }, "x2x_x2gas_mpyr_1": { - "capacity_cost": "cost_inv_p", - "fixed_costs":"cost_fix_p", - "marginal_cost":"cost_var_e" + "capacity_cost": "cost_inv_p", + "fixed_costs": "cost_fix_p", + "marginal_cost": "cost_var_e", }, "x2x_x2gas_sr_syngas_1": { - "capacity_cost": "cost_inv_p", - "fixed_costs":"cost_fix_p", + "capacity_cost": "cost_inv_p", + "fixed_costs": "cost_fix_p", }, - - "x2x_storage_hydrogen_lohc_1": { - "efficiency": "efficiency_sto_in", - "fixed_costs":"cost_fix_w", - "loss_rate":"sto_self_discharge", - "storage_capacity_cost":"cost_inv_e", - "fixed_costs":"cost_fix_p", - "marginal_cost":"cost_var_e" + "efficiency": "efficiency_sto_in", + "loss_rate": "sto_self_discharge", + "storage_capacity_cost": "cost_inv_e", + "fixed_costs": "cost_fix_p", + "marginal_cost": "cost_var_e", }, "x2x_storage_hydrogen_new_1": { - "efficiency": "efficiency_sto_in", - "fixed_costs":"cost_fix_w", - "loss_rate":"sto_self_discharge", - "storage_capacity_cost":"cost_inv_e", - "fixed_costs":"cost_fix_p", - "marginal_cost":"cost_var_e", - "capacity_capacity_potential":"capacity_e_max" + "efficiency": "efficiency_sto_in", + "loss_rate": "sto_self_discharge", + "storage_capacity_cost": "cost_inv_e", + "fixed_costs": "cost_fix_p", + "marginal_cost": "cost_var_e", + "capacity_capacity_potential": "capacity_e_max", }, "x2x_storage_hydrogen_retrofit_1": { - "efficiency": "efficiency_sto_in", - "fixed_costs":"cost_fix_p", - "loss_rate":"sto_self_discharge", - "storage_capacity_cost":"cost_inv_e", - "fixed_costs":"cost_fix_p", - "marginal_cost":"cost_var_e", - "capacity_capacity_potential":"capacity_e_max", - "storage_capacity":"capacity_e_inst" + "efficiency": "efficiency_sto_in", + "fixed_costs": "cost_fix_p", + "loss_rate": "sto_self_discharge", + "storage_capacity_cost": "cost_inv_e", + "marginal_cost": "cost_var_e", + "capacity_capacity_potential": "capacity_e_max", + "storage_capacity": "capacity_e_inst", }, "x2x_storage_methane_0": { - "efficiency": "efficiency_sto_in", - "fixed_costs":"cost_fix_p", - "loss_rate":"sto_self_discharge", - "storage_capacity_cost":"cost_inv_e", - "fixed_costs":"cost_fix_p", - "marginal_cost":"cost_var_e", - "capacity_capacity_potential":"capacity_e_max", - "storage_capacity":"capacity_e_inst" + "efficiency": "efficiency_sto_in", + "fixed_costs": "cost_fix_p", + "loss_rate": "sto_self_discharge", + "storage_capacity_cost": "cost_inv_e", + "fixed_costs": "cost_fix_p", + "marginal_cost": "cost_var_e", + "capacity_capacity_potential": "capacity_e_max", + "storage_capacity": "capacity_e_inst", + }, + "helper_sink_exo_steel": { + "profile": "demand_timeseries_fixed", + "amount": "demand_annual", }, - - - } logger.info("Building datapackage...") dp = DataPackage.build_datapackage( @@ -303,7 +300,7 @@ "load": Load, "volatile": Volatile, "mimo": MIMO, - "storage":Storage + "storage": Storage, }, ) From c4cd98ad70d645fa380cfefdb325cd8778d18309 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 20 Aug 2024 15:25:34 +0200 Subject: [PATCH 12/70] Start adapters for GHG facades --- data_adapter_oemof/adapters.py | 24 ++++++++++++++++++++++ examples/industry/data_adapter_industry.py | 6 ++++-- 2 files changed, 28 insertions(+), 2 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 6bfe40f..37c7164 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -428,6 +428,19 @@ def get_default_parameters( return defaults +class CommodityGHGAdapter(CommodityAdapter): + """ + CommodityGHGAdapter + """ + + type = "commodity_ghg" + facade = facades.CommodityGHG + + def get_busses(self) -> dict: + bus_dict = {"emission_bus_x": bus.label} + return bus_dict + # todo emission buses and emission factors + class ConversionAdapter(Adapter): """ @@ -439,6 +452,17 @@ class ConversionAdapter(Adapter): facade = facades.Conversion +class ConversionGHGAdapter(Adapter): + """ + ConversionGHGAdapter + """ + + type = "conversion_ghg" + facade = facades.ConversionGHG + + # todo emission buses and emission factors + + class LoadAdapter(Adapter): """ LoadAdapter diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index 21b75d9..e661300 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -13,7 +13,7 @@ deserialize_constraints, deserialize_energy_system, ) -from oemof.tabular.facades import Commodity, Conversion, Excess, Load, Volatile, Storage +from oemof.tabular.facades import Commodity, Conversion, Excess, Load, Volatile, Storage, ConversionGHG, CommodityGHG from oemof_industry.mimo_converter import MIMO from data_adapter_oemof.build_datapackage import DataPackage # noqa: E402 @@ -303,7 +303,9 @@ "load": Load, "volatile": Volatile, "mimo": MIMO, - "storage":Storage + "storage": Storage, + "conversion_ghg": ConversionGHG, + "commodity_ghg": CommodityGHG, }, ) From 06fa64dff8053724954a100330285fc6dd470bc3 Mon Sep 17 00:00:00 2001 From: FelixMau Date: Wed, 21 Aug 2024 10:00:09 +0200 Subject: [PATCH 13/70] Recalculate amount like capacity --- data_adapter_oemof/adapters.py | 9 ++++++++- data_adapter_oemof/calculations.py | 20 ++++++++++---------- examples/industry/data_adapter_industry.py | 10 +++++----- 3 files changed, 23 insertions(+), 16 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index eb16f12..7851ffe 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -349,7 +349,14 @@ def default_post_mapping_calculations(self, mapped_defaults): # I: if self.process_name[-1] == "0": mapped_defaults = calculations.decommission( - process_name=self.process_name, adapter_dict=mapped_defaults + process_name=self.process_name, + adapter_dict=mapped_defaults, + column="capacity", + ) + mapped_defaults = calculations.decommission( + process_name=self.process_name, + adapter_dict=mapped_defaults, + column="amount", ) # II: diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index 8ba9a9f..ba9393f 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -44,7 +44,9 @@ def get_capacity_cost(overnight_cost, fixed_cost, lifetime, wacc): return annuity(overnight_cost, lifetime, wacc) + fixed_cost -def decommission(process_name, adapter_dict: dict) -> dict: +def decommission( + process_name, adapter_dict: dict, column: str = "capacity", max_column: str = "max" +) -> dict: """ Takes adapter dictionary from adapters.py with mapped values. @@ -74,17 +76,15 @@ def decommission(process_name, adapter_dict: dict) -> dict: ------- """ - capacity_column = "capacity" - max_column = "max" # check if capacity column is there and if it has to be decommissioned - if capacity_column not in adapter_dict.keys(): + if column not in adapter_dict.keys(): logging.info( f"Capacity missing for decommissioning " f"of Process `{process_name}`" ) return adapter_dict - if not isinstance(adapter_dict[capacity_column], list): + if not isinstance(adapter_dict[column], list): logging.info( f"No capacity fading out that can be decommissioned" f" for Process `{process_name}`." @@ -94,15 +94,15 @@ def decommission(process_name, adapter_dict: dict) -> dict: # I: if max_column not in adapter_dict["output_parameters"].keys(): adapter_dict["output_parameters"][max_column] = adapter_dict[ - capacity_column - ] / np.nanmax(adapter_dict[capacity_column]) + column + ] / np.nanmax(adapter_dict[column]) # II: else: adapter_dict["output_parameters"][max_column] = multiply_two_lists( - adapter_dict["output_parameters"][max_column], adapter_dict[capacity_column] - ) / np.nanmax(adapter_dict[capacity_column]) + adapter_dict["output_parameters"][max_column], adapter_dict[column] + ) / np.nanmax(adapter_dict[column]) - adapter_dict[capacity_column] = np.nanmax(adapter_dict[capacity_column]) + adapter_dict[column] = np.nanmax(adapter_dict[column]) return adapter_dict diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index 5d4979f..176370f 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -39,11 +39,11 @@ - red marked lines in ProcessO1 (not yet uploaded or deleted data) """ -from data_adapter.databus import download_collection - -download_collection( - "https://databus.openenergyplatform.org/felixmaur/collections/steel_industry_test/" -) +# from data_adapter.databus import download_collection +# +# download_collection( +# "https://databus.openenergyplatform.org/felixmaur/collections/steel_industry_test/" +# ) logger.info("Reading Structure") structure = Structure( From 5ece64102169f586def40b7e1b25943ea7d15e70 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 22 Aug 2024 11:27:18 +0200 Subject: [PATCH 14/70] Write adapters for GHG facades --- data_adapter_oemof/adapters.py | 43 +++++++++++++++++++++++++++++++++- 1 file changed, 42 insertions(+), 1 deletion(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 37c7164..19b1482 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -437,9 +437,24 @@ class CommodityGHGAdapter(CommodityAdapter): facade = facades.CommodityGHG def get_busses(self) -> dict: - bus_dict = {"emission_bus_x": bus.label} + bus_list = self.structure["outputs"] + bus_dict = {} + counter = 0 + for bus in bus_list: + if not bus.startswith("emi"): + bus_dict["bus"] = bus + elif bus.startswith("emi"): + bus_dict[f"emission_bus_{counter}"] = bus + counter += 1 + return bus_dict # todo emission buses and emission factors + def get_default_parameters(self) -> dict: + defaults = super().get_default_parameters() + for key, value in self.data.items(): + if key.startswith("ef"): + defaults[key.replace("ef", "emission_factor")] = value + return defaults class ConversionAdapter(Adapter): @@ -461,6 +476,32 @@ class ConversionGHGAdapter(Adapter): facade = facades.ConversionGHG # todo emission buses and emission factors + def get_busses(self) -> dict: + def get_bus_from_struct(bus_list: list, bus_key: str) -> dict: + bus_dict = {} + counter = 0 + for bus in bus_list: + if not bus.startswith("emi"): + bus_dict[f"{bus_key}"] = bus + elif bus.startswith("emi"): + bus_dict[f"emission_bus_{counter}"] = bus + counter += 1 + return bus_dict + + return_bus_dict = get_bus_from_struct( + self.structure["inputs"], bus_key="from_bus" + ) | get_bus_from_struct(self.structure["outputs"], bus_key="to_bus") + + + return return_bus_dict + + + def get_default_parameters(self) -> dict: + defaults = super().get_default_parameters() + for key, value in self.data.items(): + if key.startswith("ef"): + defaults[key.replace("ef", "emission_factor")] = value + return defaults class LoadAdapter(Adapter): From 47f554e4fa4ea344f3a19466fe607d56c2ddae83 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 22 Aug 2024 11:27:34 +0200 Subject: [PATCH 15/70] Check that needed buses are defined --- data_adapter_oemof/adapters.py | 21 +++++++++++++++++++-- 1 file changed, 19 insertions(+), 2 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 19b1482..a0aaaf3 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -447,8 +447,17 @@ def get_busses(self) -> dict: bus_dict[f"emission_bus_{counter}"] = bus counter += 1 + # check that bus is defined + if bus_dict.get("bus") is None: + raise KeyError(f"{self.process_name} is missing 'bus', the input.") + # emission_buses = [key for key in bus_dict.keys() if key.startswith("emission_bus")] + # if len(emission_buses) == 0: + # logging.INFO(f"{self.process_name} is missing emission bus. This is" + # f" no problem, but you could use `ConversionAdapter`" + # f" instead of `ConversionGHGAdapter`.") + return bus_dict - # todo emission buses and emission factors + def get_default_parameters(self) -> dict: defaults = super().get_default_parameters() for key, value in self.data.items(): @@ -475,7 +484,6 @@ class ConversionGHGAdapter(Adapter): type = "conversion_ghg" facade = facades.ConversionGHG - # todo emission buses and emission factors def get_busses(self) -> dict: def get_bus_from_struct(bus_list: list, bus_key: str) -> dict: bus_dict = {} @@ -492,6 +500,15 @@ def get_bus_from_struct(bus_list: list, bus_key: str) -> dict: self.structure["inputs"], bus_key="from_bus" ) | get_bus_from_struct(self.structure["outputs"], bus_key="to_bus") + # check that from_bus and to_bus is defined + for key in ["from_bus", "to_bus"]: + if return_bus_dict.get(key) is None: + raise KeyError(f"{self.process_name} is missing {key}.") + # emission_buses = [key for key in return_bus_dict.keys() if key.startswith("emission_bus")] + # if len(emission_buses) == 0: + # logging.INFO(f"{self.process_name} is missing emission bus. This is" + # f" no problem, but you could use `ConversionAdapter`" + # f" instead of `ConversionGHGAdapter`.") return return_bus_dict From 816fc4281a9af214a50751733e17757b30abb0e4 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 22 Aug 2024 11:27:56 +0200 Subject: [PATCH 16/70] Rename emission_factors from ef_.. in MimoAdapter --- data_adapter_oemof/adapters.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index a0aaaf3..3db03d7 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -601,10 +601,13 @@ def get_default_parameters(self) -> dict: "emissions_factor_", "conversion_factor_", "flow_share_", + "ef_", ) for key, value in self.data.items(): for keyword in keywords: if key.startswith(keyword): + if key.startswith("ef"): + key = key.replace("ef", "emission_factor") defaults[key] = value return defaults From c99086754cc94477af7354e259b21bd91f80b6e4 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 22 Aug 2024 11:28:33 +0200 Subject: [PATCH 17/70] Add Modelstruktur.xlsx with GHG Adapters --- .../SEDOS_Modellstruktur_sh_test.xlsx | Bin 0 -> 538046 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100755 examples/industry/structures/SEDOS_Modellstruktur_sh_test.xlsx diff --git a/examples/industry/structures/SEDOS_Modellstruktur_sh_test.xlsx b/examples/industry/structures/SEDOS_Modellstruktur_sh_test.xlsx new file mode 100755 index 0000000000000000000000000000000000000000..c3d8367a2e5925663efbe0e7deed2a764858d3fe GIT binary patch literal 538046 zcmbrkWmsIzmNtwAcXxM};2I#fTX2Wq?iSqL-CYvg-QC?GxVyvGO%5*{jTnWQIKIHs(T`By}aM_3)ZEqXxACZCACA8 z)j~kp$PGM;dPm-DT^ZQMa=rSII7Ah!g{bYKWF>A!w*-gt-5sJOpbxI4C8vP*4NeS! 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zMwlBfJl?B(B&GnwA_P46x|UCWL-|uIp8uCr*L~1H??!fRypSoHe>Q6h_}^WD-`P>n zzmD=JJ1qYiJ4hzifqp6Z#vC$N#U9rR_#i!SC39Un2fv~G$qv`Q#tw|xjqKbQFhtdB zsVf0?=>88oTfd?F$qwtk#?GeYjqKc5G{~bL8GZzO2Zrr;?Mzx-NBNT-?wi=bJHM0R z2LOdW`W-nYi(g^ z1Kba=Hn=G-?w5ZSzXgzI0{_=jiiPW6$ibGDH&IVw=_lO*D8B>$z?JJ?UZrk-q1Lmr zv9&O}34mLBIUjlx!U+ge*8wivZ^5VwTbSDdcQLdToh%J(G;adfyvz9X2oV;h@Ble54Me=DO!;};`+Hi0Gk($Y zgBb?KVj1?gv}W0OBg~C?MEKxk2Wt=vj4&4BZzzS^H=^7a{tuqLjdWpwfk9~dT_kE} zq#H%Lk(s~#?9}zxzmj(|%#AbeuiwOR9Y&z%W|$kJ?O)eqU60w;yEnqzi1OFFaX?l1 gmsb%6GE_BxuI7@JxP=JaFADq>0M2 Date: Thu, 22 Aug 2024 12:23:54 +0200 Subject: [PATCH 18/70] Apply black --- data_adapter_oemof/adapters.py | 2 +- examples/industry/data_adapter_industry.py | 20 ++++++++++++++------ 2 files changed, 15 insertions(+), 7 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index c6327c4..81db853 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -430,6 +430,7 @@ def get_default_parameters( return defaults + class CommodityGHGAdapter(CommodityAdapter): """ CommodityGHGAdapter @@ -514,7 +515,6 @@ def get_bus_from_struct(bus_list: list, bus_key: str) -> dict: return return_bus_dict - def get_default_parameters(self) -> dict: defaults = super().get_default_parameters() for key, value in self.data.items(): diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index 36e6a0d..f2eb0e1 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -13,7 +13,16 @@ deserialize_constraints, deserialize_energy_system, ) -from oemof.tabular.facades import Commodity, Conversion, Excess, Load, Volatile, Storage, ConversionGHG, CommodityGHG +from oemof.tabular.facades import ( + Commodity, + Conversion, + Excess, + Load, + Volatile, + Storage, + ConversionGHG, + CommodityGHG, +) from oemof_industry.mimo_converter import MIMO from data_adapter_oemof.build_datapackage import DataPackage # noqa: E402 @@ -87,8 +96,7 @@ "inflow_conversion_factor": "input_ratio", "outflow_conversion_factor": "output_ratio", }, - "CommodityAdapter": { - }, + "CommodityAdapter": {}, "x2x_import_biogas": {"amount": "capacity_w_inst_0", "marginal_cost": "cost_var_e"}, "x2x_import_coal": {"amount": "capacity_w_inst_0", "marginal_cost": "cost_var_e"}, "x2x_import_hydrogen_renewable": { @@ -243,7 +251,7 @@ }, "x2x_storage_hydrogen_lohc_1": { "efficiency": "efficiency_sto_in", - "fixed_costs":"cost_fix_w", + "fixed_costs": "cost_fix_w", "loss_rate": "sto_self_discharge", "storage_capacity_cost": "cost_inv_e", "fixed_costs": "cost_fix_p", @@ -253,7 +261,7 @@ "efficiency": "efficiency_sto_in", "loss_rate": "sto_self_discharge", "storage_capacity_cost": "cost_inv_e", - "fixed_costs":"cost_fix_w", + "fixed_costs": "cost_fix_w", "fixed_costs": "cost_fix_p", "marginal_cost": "cost_var_e", "capacity_capacity_potential": "capacity_e_max", @@ -263,7 +271,7 @@ "fixed_costs": "cost_fix_p", "loss_rate": "sto_self_discharge", "storage_capacity_cost": "cost_inv_e", - "fixed_costs":"cost_fix_p", + "fixed_costs": "cost_fix_p", "marginal_cost": "cost_var_e", "capacity_capacity_potential": "capacity_e_max", "storage_capacity": "capacity_e_inst", From 9a03cf9186739e4b33748ddc4ec51a53a242d80a Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 26 Aug 2024 17:07:35 +0200 Subject: [PATCH 19/70] Add debug mode with 5 time steps per period --- data_adapter_oemof/build_datapackage.py | 15 +++++++++++++++ examples/industry/data_adapter_industry.py | 4 ++++ 2 files changed, 19 insertions(+) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index 91ca898..2500285 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -452,6 +452,7 @@ def build_datapackage( parameter_map: Optional[dict] = PARAMETER_MAP, bus_map: Optional[dict] = BUS_MAP, location_to_save_to: str = None, + debug=False, ): """ Creating a Datapackage from the oemof_data_adapter that fits oemof.tabular Datapackages. @@ -545,6 +546,20 @@ def _reduce_lists(x): ) periods = cls.get_periods_from_parametrized_sequences(parametrized_sequences) + def reduce_data_frame(data_frame, steps=4): + """reduces `df` to 5 time steps per period""" + df = data_frame.copy() + df["ind"] = df.index + df["ind"] = df["ind"].apply(lambda x: True if x.month == 1 and x.day == 1 and x.hour <= 4 else False) + df_reduced = df.loc[df["ind"] == 1].drop(columns=["ind"]) + return df_reduced + + if debug: + periods = reduce_data_frame(data_frame=periods) + for key, value in parametrized_sequences.items(): + df_short = reduce_data_frame(data_frame=value) + parametrized_elements.update({key: df_short}) + return cls( parametrized_elements=parametrized_elements, parametrized_sequences=parametrized_sequences, diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index f2eb0e1..6f93ff5 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -32,6 +32,9 @@ EnergySystem.from_datapackage = classmethod(deserialize_energy_system) Model.add_constraints_from_datapackage = deserialize_constraints + +DEBUG = True # set to False for full run. DEBUG reduces to 5 time steps per period + """ Download Collection @@ -296,6 +299,7 @@ adapter=adapter, process_adapter_map=process_adapter_map, parameter_map=parameter_map, + debug=DEBUG, # set DEBUG to False for full run. DEBUG reduces to 5 time steps per period ) datapackage_path = pathlib.Path(__file__).parent / "datapackage" dp.save_datapackage_to_csv(str(datapackage_path)) From 7fa288c29445aac1db2c90892a5916e9bb2d4ad2 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 26 Aug 2024 17:10:14 +0200 Subject: [PATCH 20/70] apply black --- data_adapter_oemof/build_datapackage.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index 2500285..aec255d 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -550,7 +550,9 @@ def reduce_data_frame(data_frame, steps=4): """reduces `df` to 5 time steps per period""" df = data_frame.copy() df["ind"] = df.index - df["ind"] = df["ind"].apply(lambda x: True if x.month == 1 and x.day == 1 and x.hour <= 4 else False) + df["ind"] = df["ind"].apply( + lambda x: True if x.month == 1 and x.day == 1 and x.hour <= 4 else False + ) df_reduced = df.loc[df["ind"] == 1].drop(columns=["ind"]) return df_reduced From 1a51d3c906051b109a5ab61c8f84bf8ae908b55c Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 26 Aug 2024 17:15:01 +0200 Subject: [PATCH 21/70] Remove check that does not work --- data_adapter_oemof/adapters.py | 12 ------------ 1 file changed, 12 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 81db853..0746c6d 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -453,12 +453,6 @@ def get_busses(self) -> dict: # check that bus is defined if bus_dict.get("bus") is None: raise KeyError(f"{self.process_name} is missing 'bus', the input.") - # emission_buses = [key for key in bus_dict.keys() if key.startswith("emission_bus")] - # if len(emission_buses) == 0: - # logging.INFO(f"{self.process_name} is missing emission bus. This is" - # f" no problem, but you could use `ConversionAdapter`" - # f" instead of `ConversionGHGAdapter`.") - return bus_dict def get_default_parameters(self) -> dict: @@ -507,12 +501,6 @@ def get_bus_from_struct(bus_list: list, bus_key: str) -> dict: for key in ["from_bus", "to_bus"]: if return_bus_dict.get(key) is None: raise KeyError(f"{self.process_name} is missing {key}.") - # emission_buses = [key for key in return_bus_dict.keys() if key.startswith("emission_bus")] - # if len(emission_buses) == 0: - # logging.INFO(f"{self.process_name} is missing emission bus. This is" - # f" no problem, but you could use `ConversionAdapter`" - # f" instead of `ConversionGHGAdapter`.") - return return_bus_dict def get_default_parameters(self) -> dict: From 277503446154e75543be3c32ccaee76e462b290d Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Wed, 4 Sep 2024 14:37:51 +0200 Subject: [PATCH 22/70] Add to .gitignore --- .gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.gitignore b/.gitignore index f63add8..54d8aa3 100644 --- a/.gitignore +++ b/.gitignore @@ -7,3 +7,6 @@ __pycache__/ /tests/_files/tabular_datapackage_hack_a_thon/data/ /tests/_files/tabular_datapackage_hack_a_thon/datapackage.json /tests/_files/tabular_datapackage_mininmal_example/ +/tests/_files/tsam/* +/examples/industry/collections/* +/examples/industry/datapackage/* From 345f2dc9c19286206173916a4821c7d0c5f62458 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Wed, 4 Sep 2024 14:38:19 +0200 Subject: [PATCH 23/70] Remove hard coded number --- data_adapter_oemof/build_datapackage.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index aec255d..ae584f8 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -551,7 +551,7 @@ def reduce_data_frame(data_frame, steps=4): df = data_frame.copy() df["ind"] = df.index df["ind"] = df["ind"].apply( - lambda x: True if x.month == 1 and x.day == 1 and x.hour <= 4 else False + lambda x: True if x.month == 1 and x.day == 1 and x.hour <= steps else False ) df_reduced = df.loc[df["ind"] == 1].drop(columns=["ind"]) return df_reduced From a1daa7316baf93656e464b70295624fb1d242a95 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 10 Oct 2024 17:02:08 +0200 Subject: [PATCH 24/70] Bugfix in debug mode --- data_adapter_oemof/build_datapackage.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index ae584f8..e5449c0 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -560,7 +560,7 @@ def reduce_data_frame(data_frame, steps=4): periods = reduce_data_frame(data_frame=periods) for key, value in parametrized_sequences.items(): df_short = reduce_data_frame(data_frame=value) - parametrized_elements.update({key: df_short}) + parametrized_sequences.update({key: df_short}) return cls( parametrized_elements=parametrized_elements, From be539f11473894009bc1ec829a67ad2c555a2074 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 14 Oct 2024 11:14:10 +0200 Subject: [PATCH 25/70] Add 'infite' amount 9999999999999 to commodities that are missing amount --- data_adapter_oemof/adapters.py | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 0746c6d..1b5ea87 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -428,6 +428,17 @@ def get_default_parameters( if self.get("carrier") == "carrier": defaults["carrier"] = self.get_busses()["bus"] + if self.get("amount") == None: + amount = 9999999999999 + logger.warning( + f"Adding parameter 'amount' with value {amount} to commodity " + f"{self.process_name}. \n " + f"This is beneficial if your commodity is functioning as " + f"shortage or unlimited import/source. " + f"Otherwise please add 'amount' to your commodity!" + ) + defaults["amount"] = amount + return defaults From c065665b1421fe62d2211423b47a1973001ae220 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 14 Oct 2024 15:37:40 +0200 Subject: [PATCH 26/70] Adapt emission factors to naming convention of oemof.tabular --- data_adapter_oemof/adapters.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 1b5ea87..940a907 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -470,7 +470,15 @@ def get_default_parameters(self) -> dict: defaults = super().get_default_parameters() for key, value in self.data.items(): if key.startswith("ef"): - defaults[key.replace("ef", "emission_factor")] = value + # adapt to the naming convention in oemof.tabular commodityGHG facade: emission_factor_ + target_label = None + emission_bus_labels = [key for item, key in defaults.items() if item.startswith("emission_bus")] + for label in emission_bus_labels: + if label in key: + target_label = label + if target_label == None: + raise ValueError(f"Emission factor of {self.process_name} is named {key} but None of the emission buses matches: {emission_bus_labels}.") + defaults[f"emission_factor_{target_label}"] = value return defaults From 670bf265c0b9f43c939c4737eaf0312ecea16d55 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 28 Oct 2024 14:41:18 +0100 Subject: [PATCH 27/70] Fix use of decomission() for 'amount' --- data_adapter_oemof/adapters.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index d1b4c60..5d898fe 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -340,7 +340,8 @@ def default_post_mapping_calculations(self, mapped_defaults): Does default calculations# I. Decommissioning of existing Capacities - II. Rounding lifetime down to integers + II. Reformatting of amount in case amount is not a number + III. Rounding lifetime down to integers Returns ------- @@ -353,13 +354,16 @@ def default_post_mapping_calculations(self, mapped_defaults): adapter_dict=mapped_defaults, column="capacity", ) + + # II: + if "amount" in mapped_defaults.keys(): mapped_defaults = calculations.decommission( process_name=self.process_name, adapter_dict=mapped_defaults, column="amount", ) - # II: + # III: if "lifetime" in mapped_defaults.keys(): mapped_defaults = calculations.floor_lifetime(mapped_defaults) From b37c5339881c9ce2c0f6a7f80ea2f2645e0fca90 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 29 Oct 2024 11:21:58 +0100 Subject: [PATCH 28/70] Convert dict with array to str for type guessing to work --- data_adapter_oemof/calculations.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index ba9393f..779f577 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -96,12 +96,17 @@ def decommission( adapter_dict["output_parameters"][max_column] = adapter_dict[ column ] / np.nanmax(adapter_dict[column]) + # II: else: adapter_dict["output_parameters"][max_column] = multiply_two_lists( adapter_dict["output_parameters"][max_column], adapter_dict[column] ) / np.nanmax(adapter_dict[column]) + # convert to string. this is needed for datapackage to detect this as object + adapter_dict[input_output_parameters] = json.dumps( + adapter_dict[input_output_parameters]) + adapter_dict[column] = np.nanmax(adapter_dict[column]) return adapter_dict From db1ba4c178cfe3191caf0cd556f6d0768777c440 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 29 Oct 2024 11:24:01 +0100 Subject: [PATCH 29/70] import json --- data_adapter_oemof/calculations.py | 1 + 1 file changed, 1 insertion(+) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index 779f577..916383e 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -1,6 +1,7 @@ import collections import logging import warnings +import json import numpy as np import pandas as pd From 982dbeb75722eea78bb2426dab9aeb3d66ab3f69 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 29 Oct 2024 11:35:50 +0100 Subject: [PATCH 30/70] add missing changes due to transfer --- data_adapter_oemof/calculations.py | 19 ++++++++++++------- 1 file changed, 12 insertions(+), 7 deletions(-) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index 916383e..212fd58 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -92,17 +92,22 @@ def decommission( ) return adapter_dict + input_output_parameters = "output_parameters" + # I: - if max_column not in adapter_dict["output_parameters"].keys(): - adapter_dict["output_parameters"][max_column] = adapter_dict[ - column - ] / np.nanmax(adapter_dict[column]) + if max_column not in adapter_dict[input_output_parameters].keys(): + adapter_dict[input_output_parameters][max_column] = list(adapter_dict[ + column + ] / np.nanmax( + adapter_dict[column])) # II: else: - adapter_dict["output_parameters"][max_column] = multiply_two_lists( - adapter_dict["output_parameters"][max_column], adapter_dict[column] - ) / np.nanmax(adapter_dict[column]) + adapter_dict[input_output_parameters][max_column] = list( + multiply_two_lists( + adapter_dict[input_output_parameters][max_column], + adapter_dict[column] + ) / np.nanmax(adapter_dict[column])) # convert to string. this is needed for datapackage to detect this as object adapter_dict[input_output_parameters] = json.dumps( From 3c323a0559a4bc643a1064a2df57d747831a83ed Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 29 Oct 2024 13:52:00 +0100 Subject: [PATCH 31/70] Prevent error in case of empty bus_map --- data_adapter_oemof/adapters.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 5d898fe..f7024ec 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -216,11 +216,12 @@ def get_busses(self) -> dict: bus_dict = {} for bus in bus_occurrences_in_fields: # emission_bus # 1. Check for existing mappings - try: - bus_dict[bus] = self.bus_map[self.__class__.__name__][bus] - continue - except KeyError: - pass + if self.bus_map: + try: + bus_dict[bus] = self.bus_map[self.__class__.__name__][bus] + continue + except KeyError: + pass # TODO: Make use of Parameter [stuct.csv]? # Do we need parameter specific Bus structure? Maybe for multiple in/output? From 61062561aa88447109209aa3cabab844a933869c Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 29 Oct 2024 13:57:52 +0100 Subject: [PATCH 32/70] Change input parameters in case of no outputs --- data_adapter_oemof/adapters.py | 6 ++++++ data_adapter_oemof/calculations.py | 4 +--- 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index f7024ec..f866c01 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -348,12 +348,17 @@ def default_post_mapping_calculations(self, mapped_defaults): ------- """ + if len(self.structure["outputs"]) == 0: + change_parameter = "input_parameters" + else: + change_parameter = "output_parameters" # I: if self.process_name[-1] == "0": mapped_defaults = calculations.decommission( process_name=self.process_name, adapter_dict=mapped_defaults, column="capacity", + input_output_parameters=change_parameter, ) # II: @@ -362,6 +367,7 @@ def default_post_mapping_calculations(self, mapped_defaults): process_name=self.process_name, adapter_dict=mapped_defaults, column="amount", + input_output_parameters=change_parameter, ) # III: diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index 212fd58..a2c0c9b 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -46,7 +46,7 @@ def get_capacity_cost(overnight_cost, fixed_cost, lifetime, wacc): def decommission( - process_name, adapter_dict: dict, column: str = "capacity", max_column: str = "max" + process_name, adapter_dict: dict, column: str = "capacity", max_column: str = "max", input_output_parameters: str = "output_parameters", ) -> dict: """ @@ -92,8 +92,6 @@ def decommission( ) return adapter_dict - input_output_parameters = "output_parameters" - # I: if max_column not in adapter_dict[input_output_parameters].keys(): adapter_dict[input_output_parameters][max_column] = list(adapter_dict[ From 425dbb8ab05807083a9cf70fe93bcf1987a1a11b Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Wed, 30 Oct 2024 14:03:24 +0100 Subject: [PATCH 33/70] Adapt profile in case of amount changing over years Instead of adapting or adding the parameter max, in case of a profile (fix) the profile has to be adapted. Amount is set to 1 then. --- data_adapter_oemof/adapters.py | 24 ++++++++++++++++++------ data_adapter_oemof/calculations.py | 16 ++++++++++++++++ 2 files changed, 34 insertions(+), 6 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index f866c01..f4beb07 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -342,6 +342,8 @@ def default_post_mapping_calculations(self, mapped_defaults): I. Decommissioning of existing Capacities II. Reformatting of amount in case amount is not a number + a) Multiply timeseries by the repeoctiv yearly amount + b) Analogous to decommissioning of capacities III. Rounding lifetime down to integers Returns @@ -363,12 +365,22 @@ def default_post_mapping_calculations(self, mapped_defaults): # II: if "amount" in mapped_defaults.keys(): - mapped_defaults = calculations.decommission( - process_name=self.process_name, - adapter_dict=mapped_defaults, - column="amount", - input_output_parameters=change_parameter, - ) + # a) + if "profile" in mapped_defaults.keys(): + self.timeseries = calculations.adapt_profile_with_changing_amount( + profile=self.timeseries, + amount=mapped_defaults["amount"] + ) + mapped_defaults["amount"] = 1 + + # b) + else: + mapped_defaults = calculations.decommission( + process_name=self.process_name, + adapter_dict=mapped_defaults, + column="amount", + input_output_parameters=change_parameter, + ) # III: if "lifetime" in mapped_defaults.keys(): diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index a2c0c9b..ae3dcef 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -115,6 +115,22 @@ def decommission( return adapter_dict +def adapt_profile_with_changing_amount(profile, amount): + + # Map amount to years + years = sorted(profile.index.year.unique()) + yearly_amount = dict(zip(years, amount)) + + profile["amount"] = profile.index.year.map(yearly_amount) + + # Multiply profile with amount + col_name = profile.columns[0] + profile["adjusted_ts"] = (profile[col_name] * profile["amount"]) + profile.drop(columns=[col_name, "amount"], inplace=True) + profile.rename(columns={"adjusted_ts": col_name}, inplace=True) + + return profile + def normalize_activity_bonds(adapter): """ Normalizes activity bonds in order to be used as min/max values From 39a85e21a9b8711e39718b1a4984cd5e6d1d3607 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Wed, 30 Oct 2024 14:52:42 +0100 Subject: [PATCH 34/70] Install bug fix with data_adapter --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 68b4c1a..3cc3a0b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,7 +19,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry.dependencies] python = ">=3.10,<3.11" -data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "dev"} +data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "bug_fix/drop_comment_column"} oemof-tabular = { git = "https://git@github.com/oemof/oemof-tabular", branch = "dev"} oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "main"} boto3 = "1.26.125" # fix boto3 to fasten up dependency resolution From 88fb00b1f2c2ff646ff0c3e538878c465bf043c4 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 5 Nov 2024 15:55:08 +0100 Subject: [PATCH 35/70] Make function name more generic --- data_adapter_oemof/adapters.py | 4 ++-- data_adapter_oemof/calculations.py | 12 ++++++------ 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index f4beb07..745e3ab 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -367,9 +367,9 @@ def default_post_mapping_calculations(self, mapped_defaults): if "amount" in mapped_defaults.keys(): # a) if "profile" in mapped_defaults.keys(): - self.timeseries = calculations.adapt_profile_with_changing_amount( + self.timeseries = calculations.adapt_profile_with_yearly_value( profile=self.timeseries, - amount=mapped_defaults["amount"] + value=mapped_defaults["amount"] ) mapped_defaults["amount"] = 1 diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index ae3dcef..df839dc 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -115,18 +115,18 @@ def decommission( return adapter_dict -def adapt_profile_with_changing_amount(profile, amount): +def adapt_profile_with_yearly_value(profile, value): # Map amount to years years = sorted(profile.index.year.unique()) - yearly_amount = dict(zip(years, amount)) + values_mapped_to_years = dict(zip(years, value)) - profile["amount"] = profile.index.year.map(yearly_amount) + profile["value"] = profile.index.year.map(values_mapped_to_years) - # Multiply profile with amount + # Multiply profile with value col_name = profile.columns[0] - profile["adjusted_ts"] = (profile[col_name] * profile["amount"]) - profile.drop(columns=[col_name, "amount"], inplace=True) + profile["adjusted_ts"] = (profile[col_name] * profile["value"]) + profile.drop(columns=[col_name, "value"], inplace=True) profile.rename(columns={"adjusted_ts": col_name}, inplace=True) return profile From c09022e66adafdd97d50900e453c31086cacfa92 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 5 Nov 2024 15:55:47 +0100 Subject: [PATCH 36/70] Extend max to time series over all time steps of each period --- data_adapter_oemof/adapters.py | 3 +++ data_adapter_oemof/build_datapackage.py | 8 +++++++- data_adapter_oemof/calculations.py | 23 ++++++++++++++--------- 3 files changed, 24 insertions(+), 10 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 745e3ab..95d0f50 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -77,6 +77,9 @@ def get_default_parameters(self) -> dict: ) defaults = self.default_post_mapping_calculations(defaults) + if "max_profile" in defaults: + self.timeseries = defaults["max_profile"] + defaults["profile"] = defaults["max_profile"].columns[0] if not defaults["input_parameters"]: defaults.pop("input_parameters") if not defaults["output_parameters"]: diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index e5449c0..b4a5370 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -490,7 +490,7 @@ def _reduce_lists(x): # Iterate Elements for process_name, struct in adapter.structure.processes.items(): process_data = adapter.get_process(process_name) - timeseries = process_data.timeseries + timeseries = process_data.timeseries # might also be set below if 'max_profile' exists if isinstance(timeseries.columns, pd.MultiIndex): timeseries.columns = ( _reduce_lists(timeseries.columns.get_level_values(0)) @@ -534,6 +534,12 @@ def _reduce_lists(x): ) parametrized_elements[process_name] = pd.DataFrame(components) + + # if 'max_profile' exists the time series is added in `timeseries` and removed from `parametrized_elements` + # todo un-hard-code --> max_profile is set in calculations.decommission() which is called by Adapter.default_post_mapping_calculations() + if "max_profile" in parametrized_elements[process_name]: + timeseries = parametrized_elements[process_name]["max_profile"][0] + parametrized_elements[process_name].drop(columns=["max_profile"], inplace=True) if not timeseries.empty: parametrized_sequences.update({process_name: timeseries}) # Create Bus Element from all unique `busses` found in elements diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index df839dc..b930cd1 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -94,23 +94,28 @@ def decommission( # I: if max_column not in adapter_dict[input_output_parameters].keys(): - adapter_dict[input_output_parameters][max_column] = list(adapter_dict[ - column - ] / np.nanmax( - adapter_dict[column])) + max = list(adapter_dict[column] / np.nanmax(adapter_dict[column])) # II: else: - adapter_dict[input_output_parameters][max_column] = list( - multiply_two_lists( + max = list(multiply_two_lists( adapter_dict[input_output_parameters][max_column], adapter_dict[column] ) / np.nanmax(adapter_dict[column])) - # convert to string. this is needed for datapackage to detect this as object - adapter_dict[input_output_parameters] = json.dumps( - adapter_dict[input_output_parameters]) + # max must be extended to time series over all time steps of each period + column_name = ["max_timeseries"] + timeseries = pd.DataFrame(columns=column_name) + for y in adapter_dict["year"]: + ts = pd.DataFrame(data=[1 for i in range(8760)], columns=column_name, + index=pd.date_range(f"1/1/{y}", periods=8760, freq="h"), + dtype="float64") + timeseries = pd.concat([timeseries, ts]) + max_time_series = adapt_profile_with_yearly_value(profile=timeseries, value=max) + adapter_dict["max_profile"] = max_time_series + + # set `column` value to maximum value adapter_dict[column] = np.nanmax(adapter_dict[column]) return adapter_dict From 775a234593106815cb9213cadff1c47c5e05ac17 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 5 Nov 2024 16:04:13 +0100 Subject: [PATCH 37/70] Answer FutureWarning of DataFrame concatenation --- data_adapter_oemof/calculations.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index b930cd1..5a3c706 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -110,7 +110,7 @@ def decommission( ts = pd.DataFrame(data=[1 for i in range(8760)], columns=column_name, index=pd.date_range(f"1/1/{y}", periods=8760, freq="h"), dtype="float64") - timeseries = pd.concat([timeseries, ts]) + timeseries = ts.copy() if timeseries.empty else pd.concat([timeseries, ts]) max_time_series = adapt_profile_with_yearly_value(profile=timeseries, value=max) adapter_dict["max_profile"] = max_time_series From bc635be212c1e02316d330699b9c2f0b47c347da Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 5 Nov 2024 16:13:41 +0100 Subject: [PATCH 38/70] Remove unnecessary parameter --- data_adapter_oemof/adapters.py | 6 ------ data_adapter_oemof/calculations.py | 6 +++--- 2 files changed, 3 insertions(+), 9 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 95d0f50..75cab94 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -353,17 +353,12 @@ def default_post_mapping_calculations(self, mapped_defaults): ------- """ - if len(self.structure["outputs"]) == 0: - change_parameter = "input_parameters" - else: - change_parameter = "output_parameters" # I: if self.process_name[-1] == "0": mapped_defaults = calculations.decommission( process_name=self.process_name, adapter_dict=mapped_defaults, column="capacity", - input_output_parameters=change_parameter, ) # II: @@ -382,7 +377,6 @@ def default_post_mapping_calculations(self, mapped_defaults): process_name=self.process_name, adapter_dict=mapped_defaults, column="amount", - input_output_parameters=change_parameter, ) # III: diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index 5a3c706..b729675 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -46,7 +46,7 @@ def get_capacity_cost(overnight_cost, fixed_cost, lifetime, wacc): def decommission( - process_name, adapter_dict: dict, column: str = "capacity", max_column: str = "max", input_output_parameters: str = "output_parameters", + process_name, adapter_dict: dict, column: str = "capacity", max_column: str = "max", ) -> dict: """ @@ -93,13 +93,13 @@ def decommission( return adapter_dict # I: - if max_column not in adapter_dict[input_output_parameters].keys(): + if max_column not in adapter_dict["output_parameters"].keys(): max = list(adapter_dict[column] / np.nanmax(adapter_dict[column])) # II: else: max = list(multiply_two_lists( - adapter_dict[input_output_parameters][max_column], + adapter_dict["output_parameters"][max_column], adapter_dict[column] ) / np.nanmax(adapter_dict[column])) From ffe8ad32fee4d17c203674c57c41c7acad66c85c Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 5 Nov 2024 16:14:33 +0100 Subject: [PATCH 39/70] Correct logging info for better understanding --- data_adapter_oemof/calculations.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index b729675..ecab206 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -81,13 +81,13 @@ def decommission( # check if capacity column is there and if it has to be decommissioned if column not in adapter_dict.keys(): logging.info( - f"Capacity missing for decommissioning " f"of Process `{process_name}`" + f"{column} missing for decommissioning " f"of Process `{process_name}`" ) return adapter_dict if not isinstance(adapter_dict[column], list): logging.info( - f"No capacity fading out that can be decommissioned" + f"No {column} fading out that can be decommissioned" f" for Process `{process_name}`." ) return adapter_dict From 6ca11c2f8dbb27adaa13d4c3b3e4905be27bed52 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 7 Nov 2024 15:56:13 +0100 Subject: [PATCH 40/70] Initialize EmissionConstraintAdapter --- data_adapter_oemof/adapters.py | 11 +++++++++++ data_adapter_oemof/build_datapackage.py | 6 ++++++ 2 files changed, 17 insertions(+) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 75cab94..28ab9fc 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -10,6 +10,7 @@ from oemof.tabular import facades from oemof.tabular._facade import Facade from oemof_industry.mimo_converter import MIMO +from oemof_industry.emission_constraint import CO2EmissionLimit from data_adapter_oemof import calculations @@ -598,6 +599,16 @@ class VolatileAdapter(Adapter): facade = facades.Volatile +class EmissionConstraintAdapter(Adapter): + """ + LoadAdapter + """ + + type = "co2_emission_limit" + facade = CO2EmissionLimit # oemof.industry facade - might be moved to oemof.tabular + + pass + class MIMOAdapter(Adapter): """ MIMOAdapter diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index b4a5370..4bf385b 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -97,6 +97,7 @@ class DataPackage: periods: pd.DataFrame() location_to_save_to: str = None tsa_parameters: pd.DataFrame = None + constraint_parameters: pd.DataFrame = None @staticmethod def __split_timeseries_into_years(parametrized_sequences): @@ -249,12 +250,17 @@ def save_datapackage_to_csv( sequences_path = os.path.join(location_to_save_to, "data", "sequences") periods_path = os.path.join(location_to_save_to, "data", "periods") tsam_path = os.path.join(location_to_save_to, "data", "tsam") + constraint_path = os.path.join(location_to_save_to, "data", "constraints") os.makedirs(elements_path, exist_ok=True) os.makedirs(sequences_path, exist_ok=True) os.makedirs(periods_path, exist_ok=True) os.makedirs(tsam_path, exist_ok=True) + + if self.constraint_parameters: + os.makedirs(constraint_path, exist_ok=True) + if not self.periods.empty: self.periods.to_csv( os.path.join( From 76116021b0909c6aa4ee319340882c5675716b78 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 11 Nov 2024 15:26:33 +0100 Subject: [PATCH 41/70] Remove line, max time series is added in build_datapackage --- data_adapter_oemof/adapters.py | 1 - 1 file changed, 1 deletion(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 75cab94..2150a81 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -78,7 +78,6 @@ def get_default_parameters(self) -> dict: defaults = self.default_post_mapping_calculations(defaults) if "max_profile" in defaults: - self.timeseries = defaults["max_profile"] defaults["profile"] = defaults["max_profile"].columns[0] if not defaults["input_parameters"]: defaults.pop("input_parameters") From 96a18c7ea3052d9623efca344ea1d675e7e8a138 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 11 Nov 2024 15:52:30 +0100 Subject: [PATCH 42/70] Convert availablity_constant to full_load_time_max --- data_adapter_oemof/adapters.py | 3 +++ data_adapter_oemof/calculations.py | 9 +++++++++ 2 files changed, 12 insertions(+) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 2150a81..25774f7 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -35,6 +35,7 @@ class Adapter: Field(name="name", type=str), Field(name="region", type=str), Field(name="year", type=int), + Field(name="full_load_time_max", type=float), ) output_parameters = (Field(name="max", type=float), Field(name="min", type=float)) input_parameters = () @@ -337,6 +338,7 @@ def default_pre_mapping_calculations(self): """ calculations.normalize_activity_bonds(self) + calculations.process_availability_constant_to_full_load_time_max(self) def default_post_mapping_calculations(self, mapped_defaults): """ @@ -608,6 +610,7 @@ class MIMOAdapter(Adapter): Field(name="name", type=str), Field(name="region", type=str), Field(name="year", type=int), + Field(name="full_load_time_max", type=float), Field(name="groups", type=dict), Field(name="lifetime", type=float), Field(name="capacity_cost", type=float), diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index ecab206..dfb971f 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -167,6 +167,15 @@ def normalize_activity_bonds(adapter): return adapter +def process_availability_constant_to_full_load_time_max(adapter): + """ Calculate full load time max from availability constant.""" + if "availability_constant" in adapter.data.keys(): + availability_constant = adapter.data["availability_constant"] + if availability_constant > 1: # assumption: then the unit is % + availability_constant = availability_constant / 100 + adapter.data["full_load_time_max"] = 8760 * availability_constant + + def floor_lifetime(mapped_defaults): """ From bea8f1de12a28db170fe7317b6a73d430c204c30 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 11 Nov 2024 16:00:12 +0100 Subject: [PATCH 43/70] Add author and fix typo --- examples/industry/data_adapter_industry.py | 2 +- pyproject.toml | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/examples/industry/data_adapter_industry.py b/examples/industry/data_adapter_industry.py index 64ef658..39b3f9d 100644 --- a/examples/industry/data_adapter_industry.py +++ b/examples/industry/data_adapter_industry.py @@ -72,7 +72,7 @@ logger.info("Building Adapter Map") -# create dicitonary with all found in and outputs +# create dictionary with all found in- and outputs process_adapter_map = pd.concat( [ pd.read_excel( diff --git a/pyproject.toml b/pyproject.toml index 3cc3a0b..6f5c655 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,7 +7,8 @@ authors = [ "Sarah Berendes ", "Julian Endres ", "Felix Maurer ", - "Hendrik Huyskens " + "Hendrik Huyskens ", + "Sabine Haas " ] [tool.poetry.group.dev.dependencies] From 92bf37b1daabdd96eadb9a0ba2f93b509e54c903 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 11 Nov 2024 16:04:40 +0100 Subject: [PATCH 44/70] Remove empty default_pre_mapping_calculations from mimo adapter to make use of availability constant --- data_adapter_oemof/adapters.py | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 25774f7..bccf563 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -622,15 +622,6 @@ class MIMOAdapter(Adapter): ) output_parameters = () - def default_pre_mapping_calculations(self): - """ - Mimo adapter specific pre calculations - Returns - ------- - - """ - pass - def get_default_parameters(self) -> dict: defaults = super().get_default_parameters() defaults["groups"] = self.get_groups() From e487795dc51cf5f499d56a4495afcd691849dacf Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 14 Nov 2024 15:49:52 +0100 Subject: [PATCH 45/70] Adding expandable parameter to investment processes --- data_adapter_oemof/adapters.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index bccf563..3e4cd5b 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -344,7 +344,8 @@ def default_post_mapping_calculations(self, mapped_defaults): """ Does default calculations# - I. Decommissioning of existing Capacities + I. Decommissioning of existing Capacities (processes _0) and add + `expandable = True` if process is expandable (_1, _2, not _0) II. Reformatting of amount in case amount is not a number a) Multiply timeseries by the repeoctiv yearly amount b) Analogous to decommissioning of capacities @@ -361,6 +362,8 @@ def default_post_mapping_calculations(self, mapped_defaults): adapter_dict=mapped_defaults, column="capacity", ) + elif self.process_name[-1] == "1" or self.process_name[-1] == "2": + mapped_defaults["expandable"] = True # II: if "amount" in mapped_defaults.keys(): From bf3aa4f9020e9b1e3563b1bb7baf8e260aede5ad Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 14 Nov 2024 15:50:03 +0100 Subject: [PATCH 46/70] Add bug fix for biogas treatment --- data_adapter_oemof/adapters.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 3e4cd5b..57dcc4b 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -364,6 +364,12 @@ def default_post_mapping_calculations(self, mapped_defaults): ) elif self.process_name[-1] == "1" or self.process_name[-1] == "2": mapped_defaults["expandable"] = True + elif "x2x_other_biogas_treatment" in self.process_name: + mapped_defaults["expandable"] = True + logging.warning( + "Setting capacity cost of x2x_other_biogas_treatment to 0 as " + "it is missing in the data.") + mapped_defaults["capacity_cost"] = 0 # II: if "amount" in mapped_defaults.keys(): From a0f7819852579fe4a481e73315a08659d15c09f4 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 14 Nov 2024 16:41:43 +0100 Subject: [PATCH 47/70] Add parameter primary in mimo adapter and drop 'primary' from foreign keys in datapackage --- data_adapter_oemof/adapters.py | 3 +++ data_adapter_oemof/build_datapackage.py | 6 ++++++ 2 files changed, 9 insertions(+) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 57dcc4b..aa7db67 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -628,6 +628,7 @@ class MIMOAdapter(Adapter): Field(name="activity_bound_min", type=float), Field(name="activity_bound_max", type=float), Field(name="activity_bound_fix", type=float), + Field(name="primary", type=str), ) output_parameters = () @@ -654,6 +655,8 @@ def get_bus_from_struct(bus_list: list, prefix: str) -> dict: buses = {} counter = 0 for bus_group in bus_list: + if prefix == "to_bus_" and counter == 0: + buses["primary"] = bus_group if isinstance(bus_group, str): buses[f"{prefix}{counter}"] = bus_group counter += 1 diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index b4a5370..7531604 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -297,6 +297,12 @@ def save_datapackage_to_csv( field_names = [field["name"] for field in resource["schema"]["fields"]] resource["dialect"] = {"delimiter": ";"} if resource["name"] in self.foreign_keys.keys(): + # drop "primary", see mimo converter of oemof.industry for more information + self.foreign_keys[resource["name"]] = [ + item for item in self.foreign_keys[resource["name"]] if + item["fields"] != "primary" + ] + # update schema resource["schema"].update( {"foreignKeys": self.foreign_keys[resource["name"]]} ) From 58b27f76740e5a15f23664f7326ed7bf41f0bb43 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 14 Nov 2024 17:37:20 +0100 Subject: [PATCH 48/70] Update oemof industry installation branch --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 6f5c655..2bb3665 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -22,7 +22,7 @@ build-backend = "poetry.core.masonry.api" python = ">=3.10,<3.11" data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "bug_fix/drop_comment_column"} oemof-tabular = { git = "https://git@github.com/oemof/oemof-tabular", branch = "dev"} -oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "main"} +oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "fix/facade_params"} boto3 = "1.26.125" # fix boto3 to fasten up dependency resolution python-dotenv = "^0.21.0" tsam = "^2.3.1" From 3f3c11d018fd1cd8d047dd5b7a6fa8710e660a24 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 14 Nov 2024 17:45:57 +0100 Subject: [PATCH 49/70] Bugfix add lifetime to x2x_other_biogas_treatment --- data_adapter_oemof/adapters.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index aa7db67..f12554f 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -367,9 +367,10 @@ def default_post_mapping_calculations(self, mapped_defaults): elif "x2x_other_biogas_treatment" in self.process_name: mapped_defaults["expandable"] = True logging.warning( - "Setting capacity cost of x2x_other_biogas_treatment to 0 as " - "it is missing in the data.") + "Setting capacity cost of x2x_other_biogas_treatment to 0 and " + "life time to 20 as this is missing in the data.") mapped_defaults["capacity_cost"] = 0 + mapped_defaults["lifetime"] = 20 # II: if "amount" in mapped_defaults.keys(): From 237ec6f8d2849450416d0e4f512844375c141cc5 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Fri, 15 Nov 2024 12:57:33 +0100 Subject: [PATCH 50/70] Install main branch of data_adapter --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 2bb3665..95b7958 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,7 +20,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry.dependencies] python = ">=3.10,<3.11" -data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "bug_fix/drop_comment_column"} +data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "main"} oemof-tabular = { git = "https://git@github.com/oemof/oemof-tabular", branch = "dev"} oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "fix/facade_params"} boto3 = "1.26.125" # fix boto3 to fasten up dependency resolution From bc0dae60eb363b41d38c86730aed5cef81dadb77 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 18 Nov 2024 08:53:19 +0100 Subject: [PATCH 51/70] Update pyproject.toml --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 95b7958..8a09e1f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -22,7 +22,7 @@ build-backend = "poetry.core.masonry.api" python = ">=3.10,<3.11" data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "main"} oemof-tabular = { git = "https://git@github.com/oemof/oemof-tabular", branch = "dev"} -oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "fix/facade_params"} +oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "main"} boto3 = "1.26.125" # fix boto3 to fasten up dependency resolution python-dotenv = "^0.21.0" tsam = "^2.3.1" From 5b0d97eac3e0f5a277ddb0b392bc6bf8d9458d1d Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 18 Nov 2024 16:09:38 +0100 Subject: [PATCH 52/70] Adapt oemof-tabular installation --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 8a09e1f..322c294 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,7 +21,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry.dependencies] python = ">=3.10,<3.11" data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "main"} -oemof-tabular = { git = "https://git@github.com/oemof/oemof-tabular", branch = "dev"} +oemof-tabular = { git = "https://git@github.com/oemof/oemof-tabular", branch = "feature/multi-period-results "} oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "main"} boto3 = "1.26.125" # fix boto3 to fasten up dependency resolution python-dotenv = "^0.21.0" From 28999d75be6a396c24478df0400bdc93f949f7ef Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 18 Nov 2024 16:10:20 +0100 Subject: [PATCH 53/70] Correct error --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 322c294..954befd 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,7 +21,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry.dependencies] python = ">=3.10,<3.11" data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "main"} -oemof-tabular = { git = "https://git@github.com/oemof/oemof-tabular", branch = "feature/multi-period-results "} +oemof-tabular = { git = "https://git@github.com/oemof/oemof-tabular", branch = "feature/multi-period-results"} oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "main"} boto3 = "1.26.125" # fix boto3 to fasten up dependency resolution python-dotenv = "^0.21.0" From 6a09abf723c016fddae009adaa9e414957be576a Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 2 Dec 2024 16:37:47 +0100 Subject: [PATCH 54/70] Fill EmissionConstraintAdapter and add constraint to dp --- data_adapter_oemof/adapters.py | 35 ++++++++++++++++++++----- data_adapter_oemof/build_datapackage.py | 30 ++++++++++++++------- 2 files changed, 49 insertions(+), 16 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index a59a446..f310c06 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -499,10 +499,6 @@ def get_busses(self) -> dict: elif bus.startswith("emi"): bus_dict[f"emission_bus_{counter}"] = bus counter += 1 - - # check that bus is defined - if bus_dict.get("bus") is None: - raise KeyError(f"{self.process_name} is missing 'bus', the input.") return bus_dict def get_default_parameters(self) -> dict: @@ -612,13 +608,40 @@ class VolatileAdapter(Adapter): class EmissionConstraintAdapter(Adapter): """ - LoadAdapter + EmissionConstraintAdapter """ type = "co2_emission_limit" facade = CO2EmissionLimit # oemof.industry facade - might be moved to oemof.tabular + extra_fields = Adapter.extra_fields + ( + Field(name="commodities", type=float), + ) + + def get_default_parameters(self) -> dict: + defaults = super().get_default_parameters() + del defaults["region"] + del defaults["name"] + del defaults["year"] + # reduce co2 limit by share of steel industry + defaults["co2_limit"] = [limit * self.data["steel_emission_share"] for + limit in defaults["co2_limit"]] + + # categorize commodities + commodities = {"co2_commodities": [], "ch4_commodities": [], + "n2o_commodities": [], "negative_co2_commodities": []} + inputs = self.structure["inputs"] + for i in inputs: + if "neg" in i and "co2" in i: + commodities["negative_co2_commodities"].append(i) + elif "co2" in i: + commodities["co2_commodities"].append(i) + elif "ch4" in i: + commodities["ch4_commodities"].append(i) + elif "n2o" in i: + commodities["n2o_commodities"].append(i) + defaults["commodities"] = json.dumps(commodities).replace('"', "") + return defaults - pass class MIMOAdapter(Adapter): """ diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index 1a2e862..a8c7ec7 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -258,8 +258,13 @@ def save_datapackage_to_csv( os.makedirs(tsam_path, exist_ok=True) - if self.constraint_parameters: + if self.constraint_parameters is not None: os.makedirs(constraint_path, exist_ok=True) + self.constraint_parameters.to_csv( + os.path.join(constraint_path, "emission_constraint.csv"), + index=False, + sep=";", + ) if not self.periods.empty: self.periods.to_csv( @@ -499,6 +504,7 @@ def _reduce_lists(x): parametrized_elements = {"bus": []} parametrized_sequences = {} foreign_keys = {} + constraint_parameters = None # Iterate Elements for process_name, struct in adapter.structure.processes.items(): process_data = adapter.get_process(process_name) @@ -545,15 +551,18 @@ def _reduce_lists(x): component_adapter, components ) - parametrized_elements[process_name] = pd.DataFrame(components) - - # if 'max_profile' exists the time series is added in `timeseries` and removed from `parametrized_elements` - # todo un-hard-code --> max_profile is set in calculations.decommission() which is called by Adapter.default_post_mapping_calculations() - if "max_profile" in parametrized_elements[process_name]: - timeseries = parametrized_elements[process_name]["max_profile"][0] - parametrized_elements[process_name].drop(columns=["max_profile"], inplace=True) - if not timeseries.empty: - parametrized_sequences.update({process_name: timeseries}) + if "constraint" in process_name: + constraint_parameters = pd.DataFrame(components) + else: + parametrized_elements[process_name] = pd.DataFrame(components) + + # if 'max_profile' exists the time series is added in `timeseries` and removed from `parametrized_elements` + # todo un-hard-code --> max_profile is set in calculations.decommission() which is called by Adapter.default_post_mapping_calculations() + if "max_profile" in parametrized_elements[process_name]: + timeseries = parametrized_elements[process_name]["max_profile"][0] + parametrized_elements[process_name].drop(columns=["max_profile"], inplace=True) + if not timeseries.empty: + parametrized_sequences.update({process_name: timeseries}) # Create Bus Element from all unique `busses` found in elements parametrized_elements["bus"] = pd.DataFrame( { @@ -587,4 +596,5 @@ def reduce_data_frame(data_frame, steps=4): foreign_keys=foreign_keys, periods=periods, location_to_save_to=location_to_save_to, + constraint_parameters=constraint_parameters, ) From 7515780514ed0b795a253b36a66647f279487195 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Mon, 2 Dec 2024 16:46:48 +0100 Subject: [PATCH 55/70] replace quotes with # to make a json.loads easier later --- data_adapter_oemof/adapters.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index f310c06..30dd030 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -639,7 +639,8 @@ def get_default_parameters(self) -> dict: commodities["ch4_commodities"].append(i) elif "n2o" in i: commodities["n2o_commodities"].append(i) - defaults["commodities"] = json.dumps(commodities).replace('"', "") + # replace quotes with # to make a json.loads easier later + defaults["commodities"] = json.dumps(commodities).replace('"', "#") return defaults From 2752e9a5f08e8b1961aa2c8a730da21b5d9689e2 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 3 Dec 2024 11:37:06 +0100 Subject: [PATCH 56/70] Get process units --- data_adapter_oemof/build_datapackage.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index 7531604..e4528c5 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -482,6 +482,9 @@ def build_datapackage( ------- DataPackage + units : dict + keys: process names, values: dict containing parameters for + optimization as keys and units as values. """ def _reduce_lists(x): @@ -496,6 +499,7 @@ def _reduce_lists(x): # Iterate Elements for process_name, struct in adapter.structure.processes.items(): process_data = adapter.get_process(process_name) + units[process_name] = process_data.units timeseries = process_data.timeseries # might also be set below if 'max_profile' exists if isinstance(timeseries.columns, pd.MultiIndex): timeseries.columns = ( @@ -581,4 +585,4 @@ def reduce_data_frame(data_frame, steps=4): foreign_keys=foreign_keys, periods=periods, location_to_save_to=location_to_save_to, - ) + ), units From 14dedb4e201147bf33e90d4c3630c7455db5d6d3 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 3 Dec 2024 14:46:37 +0100 Subject: [PATCH 57/70] Update oemof industry installation --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 954befd..ccdd083 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -22,7 +22,7 @@ build-backend = "poetry.core.masonry.api" python = ">=3.10,<3.11" data_adapter = { git = "https://git@github.com/sedos-project/data_adapter", branch = "main"} oemof-tabular = { git = "https://git@github.com/oemof/oemof-tabular", branch = "feature/multi-period-results"} -oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "main"} +oemof-industry = { git = "https://github.com/sedos-project/oemof.industry.git", branch = "feature/multi_period_emi_constraint"} boto3 = "1.26.125" # fix boto3 to fasten up dependency resolution python-dotenv = "^0.21.0" tsam = "^2.3.1" From b303bff8f8c459e981ed5e7acd4f578733e130b5 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 10 Dec 2024 14:17:09 +0100 Subject: [PATCH 58/70] Commit missin intiizalization of units dict --- data_adapter_oemof/build_datapackage.py | 1 + 1 file changed, 1 insertion(+) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index f8c6d4b..6044593 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -508,6 +508,7 @@ def _reduce_lists(x): parametrized_sequences = {} foreign_keys = {} constraint_parameters = None + units = {} # Iterate Elements for process_name, struct in adapter.structure.processes.items(): process_data = adapter.get_process(process_name) From 813babd070536e57afa5efbece1f3a71ceb6591c Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 10 Dec 2024 14:18:10 +0100 Subject: [PATCH 59/70] Put max parameter back to output_parameters --- data_adapter_oemof/adapters.py | 9 +++++++-- data_adapter_oemof/build_datapackage.py | 6 ------ data_adapter_oemof/calculations.py | 10 ++++++---- 3 files changed, 13 insertions(+), 12 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 30dd030..2a5bf95 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -79,8 +79,6 @@ def get_default_parameters(self) -> dict: ) defaults = self.default_post_mapping_calculations(defaults) - if "max_profile" in defaults: - defaults["profile"] = defaults["max_profile"].columns[0] if not defaults["input_parameters"]: defaults.pop("input_parameters") if not defaults["output_parameters"]: @@ -356,12 +354,18 @@ def default_post_mapping_calculations(self, mapped_defaults): ------- """ + if len(self.structure["outputs"]) == 0: + change_parameter = "input_parameters" + else: + change_parameter = "output_parameters" + # I: if self.process_name[-1] == "0": mapped_defaults = calculations.decommission( process_name=self.process_name, adapter_dict=mapped_defaults, column="capacity", + input_output_parameters=change_parameter, ) elif self.process_name[-1] == "1" or self.process_name[-1] == "2": mapped_defaults["expandable"] = True @@ -389,6 +393,7 @@ def default_post_mapping_calculations(self, mapped_defaults): process_name=self.process_name, adapter_dict=mapped_defaults, column="amount", + input_output_parameters=change_parameter, ) # III: diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index 6044593..020f62f 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -560,12 +560,6 @@ def _reduce_lists(x): constraint_parameters = pd.DataFrame(components) else: parametrized_elements[process_name] = pd.DataFrame(components) - - # if 'max_profile' exists the time series is added in `timeseries` and removed from `parametrized_elements` - # todo un-hard-code --> max_profile is set in calculations.decommission() which is called by Adapter.default_post_mapping_calculations() - if "max_profile" in parametrized_elements[process_name]: - timeseries = parametrized_elements[process_name]["max_profile"][0] - parametrized_elements[process_name].drop(columns=["max_profile"], inplace=True) if not timeseries.empty: parametrized_sequences.update({process_name: timeseries}) # Create Bus Element from all unique `busses` found in elements diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index dfb971f..9073faf 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -46,7 +46,7 @@ def get_capacity_cost(overnight_cost, fixed_cost, lifetime, wacc): def decommission( - process_name, adapter_dict: dict, column: str = "capacity", max_column: str = "max", + process_name, adapter_dict: dict, column: str = "capacity", max_column: str = "max", input_output_parameters: str = "output_parameters", ) -> dict: """ @@ -93,18 +93,18 @@ def decommission( return adapter_dict # I: - if max_column not in adapter_dict["output_parameters"].keys(): + if max_column not in adapter_dict[input_output_parameters].keys(): max = list(adapter_dict[column] / np.nanmax(adapter_dict[column])) # II: else: max = list(multiply_two_lists( - adapter_dict["output_parameters"][max_column], + adapter_dict[input_output_parameters][max_column], adapter_dict[column] ) / np.nanmax(adapter_dict[column])) # max must be extended to time series over all time steps of each period - column_name = ["max_timeseries"] + column_name = [f"max_timeseries_{process_name}"] timeseries = pd.DataFrame(columns=column_name) for y in adapter_dict["year"]: ts = pd.DataFrame(data=[1 for i in range(8760)], columns=column_name, @@ -114,6 +114,8 @@ def decommission( max_time_series = adapt_profile_with_yearly_value(profile=timeseries, value=max) adapter_dict["max_profile"] = max_time_series + adapter_dict[input_output_parameters][max_column] = list(max_time_series[column_name[0]].values) + adapter_dict[input_output_parameters] = json.dumps(adapter_dict[input_output_parameters]) # set `column` value to maximum value adapter_dict[column] = np.nanmax(adapter_dict[column]) From a319912775b13bc62337f352142d182561833ed9 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Tue, 10 Dec 2024 14:18:35 +0100 Subject: [PATCH 60/70] Debug mode has 24 steps by default --- data_adapter_oemof/build_datapackage.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index 020f62f..0d8b8df 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -572,7 +572,7 @@ def _reduce_lists(x): ) periods = cls.get_periods_from_parametrized_sequences(parametrized_sequences) - def reduce_data_frame(data_frame, steps=4): + def reduce_data_frame(data_frame, steps=24): """reduces `df` to 5 time steps per period""" df = data_frame.copy() df["ind"] = df.index From 26c513e8a75d3cb8d9e5637acd8466557d1db2c9 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 12 Dec 2024 11:01:26 +0100 Subject: [PATCH 61/70] Move function to calculations --- data_adapter_oemof/build_datapackage.py | 14 ++------------ data_adapter_oemof/calculations.py | 12 ++++++++++++ 2 files changed, 14 insertions(+), 12 deletions(-) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index 0d8b8df..4d7d0e3 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -12,7 +12,7 @@ from data_adapter_oemof.adapters import FACADE_ADAPTERS from data_adapter_oemof.adapters import Adapter as FacadeAdapter -from data_adapter_oemof.calculations import handle_nans +from data_adapter_oemof.calculations import handle_nans, reduce_data_frame from data_adapter_oemof.settings import BUS_MAP, PARAMETER_MAP, PROCESS_ADAPTER_MAP from data_adapter_oemof.utils import convert_mixed_types_to_same_length @@ -513,7 +513,7 @@ def _reduce_lists(x): for process_name, struct in adapter.structure.processes.items(): process_data = adapter.get_process(process_name) units[process_name] = process_data.units - timeseries = process_data.timeseries # might also be set below if 'max_profile' exists + timeseries = process_data.timeseries if isinstance(timeseries.columns, pd.MultiIndex): timeseries.columns = ( _reduce_lists(timeseries.columns.get_level_values(0)) @@ -572,16 +572,6 @@ def _reduce_lists(x): ) periods = cls.get_periods_from_parametrized_sequences(parametrized_sequences) - def reduce_data_frame(data_frame, steps=24): - """reduces `df` to 5 time steps per period""" - df = data_frame.copy() - df["ind"] = df.index - df["ind"] = df["ind"].apply( - lambda x: True if x.month == 1 and x.day == 1 and x.hour <= steps else False - ) - df_reduced = df.loc[df["ind"] == 1].drop(columns=["ind"]) - return df_reduced - if debug: periods = reduce_data_frame(data_frame=periods) for key, value in parametrized_sequences.items(): diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index 9073faf..efe5d67 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -358,3 +358,15 @@ def find_and_replace_irrelevant_data(group_df: pd.DataFrame) -> pd.DataFrame: group_df = handle_min_max(group_df) return find_and_replace_irrelevant_data(group_df) + + +def reduce_data_frame(data_frame, steps=4): + """reduces `df` to less time steps per period""" + df = data_frame.copy() + df["ind"] = df.index + df["ind"] = df["ind"].apply( + lambda + x: True if x.month == 1 and x.day == 1 and x.hour <= steps else False + ) + df_reduced = df.loc[df["ind"] == 1].drop(columns=["ind"]) + return df_reduced \ No newline at end of file From 61b20e6219b9ceea9dc168b6d25bc93c05502727 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 12 Dec 2024 11:04:53 +0100 Subject: [PATCH 62/70] parameter changed by decommission() depending on --- data_adapter_oemof/adapters.py | 12 +++++++----- data_adapter_oemof/calculations.py | 2 +- 2 files changed, 8 insertions(+), 6 deletions(-) diff --git a/data_adapter_oemof/adapters.py b/data_adapter_oemof/adapters.py index 2a5bf95..4c1e7b7 100644 --- a/data_adapter_oemof/adapters.py +++ b/data_adapter_oemof/adapters.py @@ -354,10 +354,12 @@ def default_post_mapping_calculations(self, mapped_defaults): ------- """ - if len(self.structure["outputs"]) == 0: - change_parameter = "input_parameters" + if mapped_defaults["type"] == "mimo": + parameter_name = f"flow_share_max_{mapped_defaults['primary']}" + elif len(self.structure["outputs"]) == 0: + parameter_name = "input_parameters" else: - change_parameter = "output_parameters" + parameter_name = "output_parameters" # I: if self.process_name[-1] == "0": @@ -365,7 +367,7 @@ def default_post_mapping_calculations(self, mapped_defaults): process_name=self.process_name, adapter_dict=mapped_defaults, column="capacity", - input_output_parameters=change_parameter, + change_parameter=parameter_name, ) elif self.process_name[-1] == "1" or self.process_name[-1] == "2": mapped_defaults["expandable"] = True @@ -393,7 +395,7 @@ def default_post_mapping_calculations(self, mapped_defaults): process_name=self.process_name, adapter_dict=mapped_defaults, column="amount", - input_output_parameters=change_parameter, + change_parameter=parameter_name, ) # III: diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index efe5d67..fdeb441 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -46,7 +46,7 @@ def get_capacity_cost(overnight_cost, fixed_cost, lifetime, wacc): def decommission( - process_name, adapter_dict: dict, column: str = "capacity", max_column: str = "max", input_output_parameters: str = "output_parameters", + process_name, adapter_dict: dict, column: str = "capacity", max_column: str = "max", change_parameter: str = "output_parameters", ) -> dict: """ From feb2856755f587633fc4f4b59e90d6d3ab5d088f Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 12 Dec 2024 11:05:18 +0100 Subject: [PATCH 63/70] decomissioning via flow shares for mimo --- data_adapter_oemof/calculations.py | 48 ++++++++++++++++++++---------- 1 file changed, 33 insertions(+), 15 deletions(-) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index fdeb441..3b37d6d 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -93,29 +93,47 @@ def decommission( return adapter_dict # I: - if max_column not in adapter_dict[input_output_parameters].keys(): + if change_parameter not in ["input_parameters", "output_parameters"]: + # this occurs e.g. for flow_share_max of mimo + # still max might be set in parameters + parameter = "output_parameters" + else: + parameter = change_parameter + if max_column not in adapter_dict[parameter].keys(): max = list(adapter_dict[column] / np.nanmax(adapter_dict[column])) # II: else: max = list(multiply_two_lists( - adapter_dict[input_output_parameters][max_column], + adapter_dict[parameter][max_column], adapter_dict[column] ) / np.nanmax(adapter_dict[column])) + if change_parameter != parameter: + # drop max output_parameters, as max_column is saved in `change_parameter` + del adapter_dict[parameter][max_column] - # max must be extended to time series over all time steps of each period - column_name = [f"max_timeseries_{process_name}"] - timeseries = pd.DataFrame(columns=column_name) - for y in adapter_dict["year"]: - ts = pd.DataFrame(data=[1 for i in range(8760)], columns=column_name, - index=pd.date_range(f"1/1/{y}", periods=8760, freq="h"), - dtype="float64") - timeseries = ts.copy() if timeseries.empty else pd.concat([timeseries, ts]) - max_time_series = adapt_profile_with_yearly_value(profile=timeseries, value=max) - - adapter_dict["max_profile"] = max_time_series - adapter_dict[input_output_parameters][max_column] = list(max_time_series[column_name[0]].values) - adapter_dict[input_output_parameters] = json.dumps(adapter_dict[input_output_parameters]) + if change_parameter != parameter: + # e.g. flow_share_max_ + adapter_dict[change_parameter] = max + else: + # max must be extended to time series over all time steps of each + # period as output_parameters are not extended in oemof.tabular + column_name = [f"max_timeseries_{process_name}"] + timeseries = pd.DataFrame(columns=column_name) + for y in adapter_dict["year"]: + ts = pd.DataFrame(data=[1 for i in range(8760)], + columns=column_name, + index=pd.date_range(f"1/1/{y}", periods=8760, + freq="h"), + dtype="float64") + timeseries = ts.copy() if timeseries.empty else pd.concat( + [timeseries, ts]) + max_time_series = adapt_profile_with_yearly_value(profile=timeseries, + value=max) + + max_time_series = reduce_data_frame(max_time_series) # todo delete + adapter_dict[change_parameter][max_column] = list(max_time_series[column_name[0]].values) + adapter_dict[change_parameter] = json.dumps(adapter_dict[change_parameter]) # set `column` value to maximum value adapter_dict[column] = np.nanmax(adapter_dict[column]) From 473e519b67ad7e76b4278af5c75661a4f0b6eb0d Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 12 Dec 2024 11:08:43 +0100 Subject: [PATCH 64/70] Remove line --- data_adapter_oemof/calculations.py | 1 - 1 file changed, 1 deletion(-) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index 3b37d6d..79a404d 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -131,7 +131,6 @@ def decommission( max_time_series = adapt_profile_with_yearly_value(profile=timeseries, value=max) - max_time_series = reduce_data_frame(max_time_series) # todo delete adapter_dict[change_parameter][max_column] = list(max_time_series[column_name[0]].values) adapter_dict[change_parameter] = json.dumps(adapter_dict[change_parameter]) From a64e494d4db29536a498d692327c71d915e3e632 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 12 Dec 2024 11:13:18 +0100 Subject: [PATCH 65/70] Move reduce_data_frame func --- data_adapter_oemof/build_datapackage.py | 14 ++------------ data_adapter_oemof/calculations.py | 12 ++++++++++++ 2 files changed, 14 insertions(+), 12 deletions(-) diff --git a/data_adapter_oemof/build_datapackage.py b/data_adapter_oemof/build_datapackage.py index 0d8b8df..4d7d0e3 100644 --- a/data_adapter_oemof/build_datapackage.py +++ b/data_adapter_oemof/build_datapackage.py @@ -12,7 +12,7 @@ from data_adapter_oemof.adapters import FACADE_ADAPTERS from data_adapter_oemof.adapters import Adapter as FacadeAdapter -from data_adapter_oemof.calculations import handle_nans +from data_adapter_oemof.calculations import handle_nans, reduce_data_frame from data_adapter_oemof.settings import BUS_MAP, PARAMETER_MAP, PROCESS_ADAPTER_MAP from data_adapter_oemof.utils import convert_mixed_types_to_same_length @@ -513,7 +513,7 @@ def _reduce_lists(x): for process_name, struct in adapter.structure.processes.items(): process_data = adapter.get_process(process_name) units[process_name] = process_data.units - timeseries = process_data.timeseries # might also be set below if 'max_profile' exists + timeseries = process_data.timeseries if isinstance(timeseries.columns, pd.MultiIndex): timeseries.columns = ( _reduce_lists(timeseries.columns.get_level_values(0)) @@ -572,16 +572,6 @@ def _reduce_lists(x): ) periods = cls.get_periods_from_parametrized_sequences(parametrized_sequences) - def reduce_data_frame(data_frame, steps=24): - """reduces `df` to 5 time steps per period""" - df = data_frame.copy() - df["ind"] = df.index - df["ind"] = df["ind"].apply( - lambda x: True if x.month == 1 and x.day == 1 and x.hour <= steps else False - ) - df_reduced = df.loc[df["ind"] == 1].drop(columns=["ind"]) - return df_reduced - if debug: periods = reduce_data_frame(data_frame=periods) for key, value in parametrized_sequences.items(): diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index 9073faf..efe5d67 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -358,3 +358,15 @@ def find_and_replace_irrelevant_data(group_df: pd.DataFrame) -> pd.DataFrame: group_df = handle_min_max(group_df) return find_and_replace_irrelevant_data(group_df) + + +def reduce_data_frame(data_frame, steps=4): + """reduces `df` to less time steps per period""" + df = data_frame.copy() + df["ind"] = df.index + df["ind"] = df["ind"].apply( + lambda + x: True if x.month == 1 and x.day == 1 and x.hour <= steps else False + ) + df_reduced = df.loc[df["ind"] == 1].drop(columns=["ind"]) + return df_reduced \ No newline at end of file From d812bdf7c292dd3e5ccf8a01b06d85945c307716 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 12 Dec 2024 11:15:27 +0100 Subject: [PATCH 66/70] reduce max_time_series as debugging mode is used in sedos --- data_adapter_oemof/calculations.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index efe5d67..26acbbb 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -113,6 +113,8 @@ def decommission( timeseries = ts.copy() if timeseries.empty else pd.concat([timeseries, ts]) max_time_series = adapt_profile_with_yearly_value(profile=timeseries, value=max) + max_time_series = reduce_data_frame(max_time_series) + adapter_dict["max_profile"] = max_time_series adapter_dict[input_output_parameters][max_column] = list(max_time_series[column_name[0]].values) adapter_dict[input_output_parameters] = json.dumps(adapter_dict[input_output_parameters]) From 2f1ef834bd6c07bfb589e7af73468a3038f50cdb Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 12 Dec 2024 11:16:07 +0100 Subject: [PATCH 67/70] Set debug mode to 24 time steps per period --- data_adapter_oemof/calculations.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index 26acbbb..a303687 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -362,7 +362,7 @@ def find_and_replace_irrelevant_data(group_df: pd.DataFrame) -> pd.DataFrame: return find_and_replace_irrelevant_data(group_df) -def reduce_data_frame(data_frame, steps=4): +def reduce_data_frame(data_frame, steps=24): """reduces `df` to less time steps per period""" df = data_frame.copy() df["ind"] = df.index From f986f23441fc154ddf49b9e156306fa7051efea1 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 12 Dec 2024 16:46:49 +0100 Subject: [PATCH 68/70] Corrections --- data_adapter_oemof/calculations.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index a303687..4308bd3 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -115,7 +115,6 @@ def decommission( max_time_series = reduce_data_frame(max_time_series) - adapter_dict["max_profile"] = max_time_series adapter_dict[input_output_parameters][max_column] = list(max_time_series[column_name[0]].values) adapter_dict[input_output_parameters] = json.dumps(adapter_dict[input_output_parameters]) @@ -362,7 +361,7 @@ def find_and_replace_irrelevant_data(group_df: pd.DataFrame) -> pd.DataFrame: return find_and_replace_irrelevant_data(group_df) -def reduce_data_frame(data_frame, steps=24): +def reduce_data_frame(data_frame, steps=23): """reduces `df` to less time steps per period""" df = data_frame.copy() df["ind"] = df.index From 5818f7d787defebaf8fb23ab487379488738d180 Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 12 Dec 2024 17:16:21 +0100 Subject: [PATCH 69/70] Correct indent --- data_adapter_oemof/calculations.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index f751b3f..5a69e2f 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -131,7 +131,7 @@ def decommission( max_time_series = adapt_profile_with_yearly_value(profile=timeseries, value=max) - max_time_series = reduce_data_frame(max_time_series) + max_time_series = reduce_data_frame(max_time_series) adapter_dict[change_parameter][max_column] = list(max_time_series[column_name[0]].values) adapter_dict[change_parameter] = json.dumps(adapter_dict[change_parameter]) From cd150ba8c48118ba931d32deabaa98a7e56ea97c Mon Sep 17 00:00:00 2001 From: SabineHaas Date: Thu, 12 Dec 2024 18:20:52 +0100 Subject: [PATCH 70/70] Stepsize is 23 in debug mode --- data_adapter_oemof/calculations.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data_adapter_oemof/calculations.py b/data_adapter_oemof/calculations.py index 5a69e2f..3b3e7d3 100644 --- a/data_adapter_oemof/calculations.py +++ b/data_adapter_oemof/calculations.py @@ -379,7 +379,7 @@ def find_and_replace_irrelevant_data(group_df: pd.DataFrame) -> pd.DataFrame: return find_and_replace_irrelevant_data(group_df) -def reduce_data_frame(data_frame, steps=4): +def reduce_data_frame(data_frame, steps=23): """reduces `df` to less time steps per period""" df = data_frame.copy() df["ind"] = df.index