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# coding: utf-8 |
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import datetime |
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import json |
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from geoalchemy2.types import Geometry |
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from shapely.geometry import LineString |
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from sqlalchemy import schema # ??? |
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from sqlalchemy import ( |
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ARRAY, |
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BigInteger, |
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Boolean, |
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Column, |
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DateTime, |
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Float, |
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Integer, |
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Numeric, |
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String, |
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Text, |
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text, |
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) |
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from sqlalchemy.ext.declarative import declarative_base |
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import geopandas as gpd |
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import pandas as pd |
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import pypsa |
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from egon.data import db |
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from egon.data.datasets import Dataset |
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from egon.data.metadata import context, contributors, meta_metadata, sources |
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Base = declarative_base() |
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metadata = Base.metadata |
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network = pypsa.Network() |
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# add Storage key (called StorageUnit in PyPSA) |
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network.component_attrs["Storage"] = network.component_attrs["StorageUnit"] |
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def get_pypsa_field_descriptors(component, timeseries=False): |
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ident = component.lower() + "_id" |
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data = network.component_attrs[component].rename({"name": ident}) |
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data = data[data.status != "Output"] |
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if timeseries: |
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data = data[data["type"].str.contains("series")] |
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data.loc["temp_id"] = [ |
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"integer", |
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"n/a", |
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"n/a", |
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"Unique identifyier of temporal index", |
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"Input", |
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] |
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data.loc[ident, "type"] = "int" |
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data.loc["scn_name"] = [ |
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"string", |
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"n/a", |
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"n/a", |
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"Name of the eGon scenario", |
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"Input", |
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] |
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data.unit.fillna("none", inplace=True) |
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data.default.fillna("n/a", inplace=True) |
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return data |
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def get_meta( |
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schema, |
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component, |
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description="TODO", |
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source_list=[], |
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license_list=[], |
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contributor_list=[], |
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timeseries=False, |
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): |
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table = "egon_etrago_" + component.lower() |
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if timeseries: |
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table = table + "_timeseries" |
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fields = ( |
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get_pypsa_field_descriptors(component, timeseries) |
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.reset_index() |
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.to_dict(orient="records") |
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) |
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# geometry column still missing |
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meta = { |
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"name": schema + "." + table, |
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"title": component, |
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"id": "WILL_BE_SET_AT_PUBLICATION", |
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# no automatic description? PyPSA descriptions do not quite fit our |
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# scope |
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"description": description, |
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"language": ["en-EN"], |
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"publicationDate": datetime.date.today().isoformat(), |
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"context": context(), |
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"spatial": { |
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"location": None, |
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"extent": "Germany", |
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"resolution": None, |
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}, |
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"sources": source_list, |
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"licenses": license_list, |
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"contributors": contributor_list, |
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"resources": [ |
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{ |
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"profile": "tabular-data-resource", |
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"name": schema + "." + table, |
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"path": None, |
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"format": "PostgreSQL", |
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"encoding": "UTF-8", |
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"schema": { |
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"fields": fields, |
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"primaryKey": ["scn_name", component.lower() + "_id"], |
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"foreignKeys": [], |
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}, |
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"dialect": { |
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"delimiter": "", |
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"decimalSeparator": "" |
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}, |
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} |
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], |
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"metaMetadata": meta_metadata(), |
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} |
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# Create json dump |
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meta_json = "'" + json.dumps(meta, indent=4, ensure_ascii=False) + "'" |
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return meta_json |
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class EtragoSetup(Dataset): |
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def __init__(self, dependencies): |
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super().__init__( |
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name="EtragoSetup", |
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version="0.0.11", |
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dependencies=dependencies, |
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tasks=(create_tables, {temp_resolution, insert_carriers}), |
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) |
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class EgonPfHvBus(Base): |
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source_list = [ |
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sources()["egon-data"], |
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sources()["openstreetmap"], |
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sources()["peta"], |
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sources()["SciGRID_gas"], |
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sources()["bgr_inspeeds_data_bundle"], |
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] |
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contributor_list = contributors(["ic", "cb", "ke", "an", "fw"]) |
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contributor_list[0]["comment"] = "Added electricity substations" |
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contributor_list[1]["comment"] = "Added heat buses" |
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contributor_list[2]["comment"] = "Added DSM buses" |
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contributor_list[3]["comment"] = "Added CH4 sector buses" |
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contributor_list[4]["comment"] = "Added H2 sector buses" |
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license_list = [data["licenses"][0] for data in source_list] |
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__tablename__ = "egon_etrago_bus" |
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__table_args__ = { |
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"schema": "grid", |
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"comment": get_meta( |
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"grid", |
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"Bus", |
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source_list=source_list, |
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license_list=license_list, |
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contributor_list=contributor_list, |
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), |
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} |
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scn_name = Column(String, primary_key=True, nullable=False) |
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bus_id = Column(BigInteger, primary_key=True, nullable=False) |
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v_nom = Column(Float(53), server_default="1.") |
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type = Column(Text) |
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carrier = Column(Text) |
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v_mag_pu_set = Column(Float(53)) |
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v_mag_pu_min = Column(Float(53), server_default="0.") |
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v_mag_pu_max = Column(Float(53), server_default="inf") |
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x = Column(Float(53), server_default="0.") |
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y = Column(Float(53), server_default="0.") |
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geom = Column(Geometry("POINT", 4326), index=True) |
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country = Column(Text, server_default=text("'DE'::text")) |
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View Code Duplication |
class EgonPfHvBusTimeseries(Base): |
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source_list = [ |
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sources()["egon-data"], |
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] |
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contributor_list = contributors(["cb"]) |
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contributor_list[0]["comment"] = "Added metadata" |
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license_list = [data["licenses"][0] for data in source_list] |
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__tablename__ = "egon_etrago_bus_timeseries" |
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__table_args__ = { |
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"schema": "grid", |
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"comment": get_meta( |
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"grid", |
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"Bus", |
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source_list=source_list, |
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license_list=license_list, |
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contributor_list=contributor_list, |
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timeseries=True, |
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), |
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} |
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scn_name = Column(String, primary_key=True, nullable=False) |
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bus_id = Column(BigInteger, primary_key=True, nullable=False) |
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v_mag_pu_set = Column(ARRAY(Float(precision=53))) |
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class EgonPfHvGenerator(Base): |
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source_list = [ |
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sources()["egon-data"], |
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sources()["openstreetmap"], |
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sources()["mastr"], |
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sources()["nep2021"], |
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sources()["tyndp"], |
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sources()["SciGRID_gas"], |
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sources()["Einspeiseatlas"], |
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sources()["technology-data"], |
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sources()["vg250"], |
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] |
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contributor_list = contributors(["ic", "cb", "ce", "an", "ke"]) |
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contributor_list[0]["comment"] = "Added hydro and biomass plants" |
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contributor_list[1]["comment"] = "Added solar and geothermal plants" |
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contributor_list[2]["comment"] = "Added wind on- and offshore plants" |
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contributor_list[3]["comment"] = "Added gas feedin generators" |
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contributor_list[4]["comment"] = "Added pv ground mounted" |
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license_list = [data["licenses"][0] for data in source_list] |
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__tablename__ = "egon_etrago_generator" |
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__table_args__ = { |
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"schema": "grid", |
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"comment": get_meta( |
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"grid", |
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"Generator", |
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source_list=source_list, |
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license_list=license_list, |
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contributor_list=contributor_list, |
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), |
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} |
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scn_name = Column(String, primary_key=True, nullable=False) |
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generator_id = Column(BigInteger, primary_key=True, nullable=False) |
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bus = Column(BigInteger) |
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control = Column(Text) |
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type = Column(Text) |
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carrier = Column(Text) |
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p_nom = Column(Float(53), server_default="0.") |
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p_nom_extendable = Column(Boolean, server_default="False") |
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p_nom_min = Column(Float(53), server_default="0.") |
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p_nom_max = Column(Float(53), server_default="inf") |
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p_min_pu = Column(Float(53), server_default="0.") |
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p_max_pu = Column(Float(53), server_default="1.") |
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p_set = Column(Float(53)) |
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q_set = Column(Float(53)) |
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sign = Column(Float(53), server_default="1.") |
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marginal_cost = Column(Float(53), server_default="0.") |
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build_year = Column(BigInteger, server_default="0") |
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lifetime = Column(Float(53), server_default="inf") |
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capital_cost = Column(Float(53), server_default="0.") |
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efficiency = Column(Float(53), server_default="1.") |
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committable = Column(Boolean, server_default="False") |
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start_up_cost = Column(Float(53), server_default="0.") |
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shut_down_cost = Column(Float(53), server_default="0.") |
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min_up_time = Column(BigInteger, server_default="0") |
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min_down_time = Column(BigInteger, server_default="0") |
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up_time_before = Column(BigInteger, server_default="0") |
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down_time_before = Column(BigInteger, server_default="0") |
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ramp_limit_up = Column(Float(53), server_default="NaN") |
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ramp_limit_down = Column(Float(53), server_default="NaN") |
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ramp_limit_start_up = Column(Float(53), server_default="1.") |
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ramp_limit_shut_down = Column(Float(53), server_default="1.") |
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e_nom_max = Column( |
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Float(53), server_default="inf" |
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) # [MWh(/y)] Value to be used in eTraGo to set constraint for the production over the year |
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class EgonPfHvGeneratorTimeseries(Base): |
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source_list = [ |
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sources()["egon-data"], |
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sources()["era5"], |
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] |
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contributor_list = contributors(["cb"]) |
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contributor_list[0][ |
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"comment" |
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] = "Added p_max_pu timeseries for pv and wind" |
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license_list = [data["licenses"][0] for data in source_list] |
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__tablename__ = "egon_etrago_generator_timeseries" |
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__table_args__ = { |
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"schema": "grid", |
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"comment": get_meta( |
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"grid", |
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"Generator", |
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source_list=source_list, |
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license_list=license_list, |
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contributor_list=contributor_list, |
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timeseries=True, |
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), |
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} |
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315
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316
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scn_name = Column(String, primary_key=True, nullable=False) |
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317
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generator_id = Column(Integer, primary_key=True, nullable=False) |
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318
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temp_id = Column(Integer, primary_key=True, nullable=False) |
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p_set = Column(ARRAY(Float(precision=53))) |
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320
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q_set = Column(ARRAY(Float(precision=53))) |
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321
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p_min_pu = Column(ARRAY(Float(precision=53))) |
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p_max_pu = Column(ARRAY(Float(precision=53))) |
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marginal_cost = Column(ARRAY(Float(precision=53))) |
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326
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View Code Duplication |
class EgonPfHvLine(Base): |
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328
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source_list = [ |
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sources()["egon-data"], |
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330
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sources()["openstreetmap"], |
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331
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] |
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333
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contributor_list = contributors(["ic", "cb"]) |
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contributor_list[0]["comment"] = "Added lines from osmTGmod tables" |
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contributor_list[1]["comment"] = "Added meta data" |
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license_list = [data["licenses"][0] for data in source_list] |
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__tablename__ = "egon_etrago_line" |
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__table_args__ = { |
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341
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"schema": "grid", |
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"comment": get_meta( |
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"grid", |
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"Line", |
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source_list=source_list, |
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license_list=license_list, |
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contributor_list=contributor_list, |
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), |
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} |
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351
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scn_name = Column(String, primary_key=True, nullable=False) |
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line_id = Column(BigInteger, primary_key=True, nullable=False) |
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bus0 = Column(BigInteger) |
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bus1 = Column(BigInteger) |
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type = Column(Text) |
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356
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carrier = Column(Text) |
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357
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x = Column(Numeric, server_default="0.") |
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358
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r = Column(Numeric, server_default="0.") |
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359
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g = Column(Numeric, server_default="0.") |
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360
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b = Column(Numeric, server_default="0.") |
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361
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s_nom = Column(Numeric, server_default="0.") |
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362
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s_nom_extendable = Column(Boolean, server_default="False") |
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363
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s_nom_min = Column(Float(53), server_default="0.") |
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364
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s_nom_max = Column(Float(53), server_default="inf") |
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365
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s_max_pu = Column(Float(53), server_default="1.") |
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366
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build_year = Column(BigInteger, server_default="0") |
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367
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lifetime = Column(Float(53), server_default="inf") |
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368
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capital_cost = Column(Float(53), server_default="0.") |
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length = Column(Float(53), server_default="0.") |
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370
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cables = Column(Integer) |
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371
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terrain_factor = Column(Float(53), server_default="1.") |
|
372
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num_parallel = Column(Float(53), server_default="1.") |
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373
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v_ang_min = Column(Float(53), server_default="-inf") |
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374
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v_ang_max = Column(Float(53), server_default="inf") |
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375
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v_nom = Column(Float(53)) |
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376
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geom = Column(Geometry("MULTILINESTRING", 4326)) |
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377
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topo = Column(Geometry("LINESTRING", 4326)) |
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378
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380
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class EgonPfHvLineTimeseries(Base): |
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381
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382
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source_list = [ |
|
383
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sources()["egon-data"], |
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384
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|
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sources()["nep2021"], |
|
385
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sources()["era5"], |
|
386
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] |
|
387
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|
|
388
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|
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contributor_list = contributors(["ce", "cb"]) |
|
389
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|
|
contributor_list[0]["comment"] = "Added s_max_pu timeseries" |
|
390
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|
|
contributor_list[1]["comment"] = "Added meta data" |
|
391
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|
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|
392
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|
|
license_list = [data["licenses"][0] for data in source_list] |
|
393
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|
|
394
|
|
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__tablename__ = "egon_etrago_line_timeseries" |
|
395
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|
|
__table_args__ = { |
|
396
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|
|
"schema": "grid", |
|
397
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|
|
"comment": get_meta( |
|
398
|
|
|
"grid", |
|
399
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|
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"Line", |
|
400
|
|
|
source_list=source_list, |
|
401
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|
|
license_list=license_list, |
|
402
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|
|
contributor_list=contributor_list, |
|
403
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|
|
timeseries=True, |
|
404
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|
|
), |
|
405
|
|
|
} |
|
406
|
|
|
|
|
407
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|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
408
|
|
|
line_id = Column(BigInteger, primary_key=True, nullable=False) |
|
409
|
|
|
temp_id = Column(Integer, primary_key=True, nullable=False) |
|
410
|
|
|
s_max_pu = Column(ARRAY(Float(precision=53))) |
|
411
|
|
|
|
|
412
|
|
|
|
|
413
|
|
|
class EgonPfHvLink(Base): |
|
414
|
|
|
|
|
415
|
|
|
source_list = [ |
|
416
|
|
|
sources()["egon-data"], |
|
417
|
|
|
sources()["openstreetmap"], |
|
418
|
|
|
sources()["nep2021"], |
|
419
|
|
|
sources()["peta"], |
|
420
|
|
|
sources()["mastr"], |
|
421
|
|
|
sources()["SciGRID_gas"], |
|
422
|
|
|
sources()["pipeline_classification"], |
|
423
|
|
|
sources()["technology-data"], |
|
424
|
|
|
sources()["dsm-heitkoetter"], |
|
425
|
|
|
sources()["schmidt"], |
|
426
|
|
|
sources()["hotmaps_industrial_sites"], |
|
427
|
|
|
sources()["demandregio"], |
|
428
|
|
|
] |
|
429
|
|
|
|
|
430
|
|
|
contributor_list = contributors(["ic", "cb", "ke", "ja", "fw", "an"]) |
|
431
|
|
|
contributor_list[0]["comment"] = "Added DC lines from osmTGmod tables" |
|
432
|
|
|
contributor_list[1]["comment"] = "Added CHPs and heat links" |
|
433
|
|
|
contributor_list[2]["comment"] = "Added DSM links" |
|
434
|
|
|
contributor_list[3]["comment"] = "Added e-Mobility links" |
|
435
|
|
|
contributor_list[4]["comment"] = "Added H2 related links" |
|
436
|
|
|
contributor_list[5]["comment"] = "Added CH4 links" |
|
437
|
|
|
|
|
438
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
439
|
|
|
|
|
440
|
|
|
__tablename__ = "egon_etrago_link" |
|
441
|
|
|
__table_args__ = { |
|
442
|
|
|
"schema": "grid", |
|
443
|
|
|
"comment": get_meta( |
|
444
|
|
|
"grid", |
|
445
|
|
|
"Link", |
|
446
|
|
|
source_list=source_list, |
|
447
|
|
|
license_list=license_list, |
|
448
|
|
|
contributor_list=contributor_list, |
|
449
|
|
|
), |
|
450
|
|
|
} |
|
451
|
|
|
|
|
452
|
|
|
__tablename__ = "egon_etrago_link" |
|
453
|
|
|
__table_args__ = {"schema": "grid", "comment": get_meta("grid", "Link")} |
|
454
|
|
|
|
|
455
|
|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
456
|
|
|
link_id = Column(BigInteger, primary_key=True, nullable=False) |
|
457
|
|
|
bus0 = Column(BigInteger) |
|
458
|
|
|
bus1 = Column(BigInteger) |
|
459
|
|
|
type = Column(Text) |
|
460
|
|
|
carrier = Column(Text) |
|
461
|
|
|
efficiency = Column(Float(53), server_default="1.") |
|
462
|
|
|
build_year = Column(BigInteger, server_default="0") |
|
463
|
|
|
lifetime = Column(Float(53), server_default="inf") |
|
464
|
|
|
p_nom = Column(Numeric, server_default="0.") |
|
465
|
|
|
p_nom_extendable = Column(Boolean, server_default="False") |
|
466
|
|
|
p_nom_min = Column(Float(53), server_default="0.") |
|
467
|
|
|
p_nom_max = Column(Float(53), server_default="inf") |
|
468
|
|
|
p_min_pu = Column(Float(53), server_default="0.") |
|
469
|
|
|
p_max_pu = Column(Float(53), server_default="1.") |
|
470
|
|
|
p_set = Column(Float(53)) |
|
471
|
|
|
capital_cost = Column(Float(53), server_default="0.") |
|
472
|
|
|
marginal_cost = Column(Float(53), server_default="0.") |
|
473
|
|
|
length = Column(Float(53), server_default="0.") |
|
474
|
|
|
terrain_factor = Column(Float(53), server_default="1.") |
|
475
|
|
|
geom = Column(Geometry("MULTILINESTRING", 4326)) |
|
476
|
|
|
topo = Column(Geometry("LINESTRING", 4326)) |
|
477
|
|
|
|
|
478
|
|
|
|
|
479
|
|
|
class EgonPfHvLinkTimeseries(Base): |
|
480
|
|
|
source_list = [ |
|
481
|
|
|
sources()["egon-data"], |
|
482
|
|
|
sources()["era5"], |
|
483
|
|
|
sources()["dsm-heitkoetter"], |
|
484
|
|
|
sources()["schmidt"], |
|
485
|
|
|
sources()["hotmaps_industrial_sites"], |
|
486
|
|
|
sources()["openstreetmap"], |
|
487
|
|
|
sources()["demandregio"], |
|
488
|
|
|
] |
|
489
|
|
|
|
|
490
|
|
|
contributor_list = contributors(["cb", "ke", "ja"]) |
|
491
|
|
|
contributor_list[0][ |
|
492
|
|
|
"comment" |
|
493
|
|
|
] = "Added efficiency timeseries for heat pumps" |
|
494
|
|
|
contributor_list[1]["comment"] = "Added dsm link timeseries" |
|
495
|
|
|
contributor_list[2]["comment"] = "Added e mobility link timeseries" |
|
496
|
|
|
|
|
497
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
498
|
|
|
|
|
499
|
|
|
__tablename__ = "egon_etrago_link_timeseries" |
|
500
|
|
|
__table_args__ = { |
|
501
|
|
|
"schema": "grid", |
|
502
|
|
|
"comment": get_meta( |
|
503
|
|
|
"grid", |
|
504
|
|
|
"Link", |
|
505
|
|
|
source_list=source_list, |
|
506
|
|
|
license_list=license_list, |
|
507
|
|
|
contributor_list=contributor_list, |
|
508
|
|
|
timeseries=True, |
|
509
|
|
|
), |
|
510
|
|
|
} |
|
511
|
|
|
|
|
512
|
|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
513
|
|
|
link_id = Column(BigInteger, primary_key=True, nullable=False) |
|
514
|
|
|
temp_id = Column(Integer, primary_key=True, nullable=False) |
|
515
|
|
|
p_set = Column(ARRAY(Float(precision=53))) |
|
516
|
|
|
p_min_pu = Column(ARRAY(Float(precision=53))) |
|
517
|
|
|
p_max_pu = Column(ARRAY(Float(precision=53))) |
|
518
|
|
|
efficiency = Column(ARRAY(Float(precision=53))) |
|
519
|
|
|
marginal_cost = Column(ARRAY(Float(precision=53))) |
|
520
|
|
|
|
|
521
|
|
|
|
|
522
|
|
|
class EgonPfHvLoad(Base): |
|
523
|
|
|
|
|
524
|
|
|
source_list = [ |
|
525
|
|
|
sources()["egon-data"], |
|
526
|
|
|
sources()["demandregio"], |
|
527
|
|
|
sources()["nep2021"], |
|
528
|
|
|
sources()["peta"], |
|
529
|
|
|
sources()["schmidt"], |
|
530
|
|
|
sources()["hotmaps_industrial_sites"], |
|
531
|
|
|
sources()["openstreetmap"], |
|
532
|
|
|
sources()["openffe_gas"], |
|
533
|
|
|
sources()["tyndp"], |
|
534
|
|
|
] |
|
535
|
|
|
|
|
536
|
|
|
contributor_list = contributors(["ic", "cb", "an", "ja"]) |
|
537
|
|
|
contributor_list[0]["comment"] = "Added electrical demands" |
|
538
|
|
|
contributor_list[1]["comment"] = "Added heat deands" |
|
539
|
|
|
contributor_list[2]["comment"] = "Added gas demands" |
|
540
|
|
|
contributor_list[3]["comment"] = "Added mobility demands" |
|
541
|
|
|
|
|
542
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
543
|
|
|
|
|
544
|
|
|
__tablename__ = "egon_etrago_load" |
|
545
|
|
|
__table_args__ = { |
|
546
|
|
|
"schema": "grid", |
|
547
|
|
|
"comment": get_meta( |
|
548
|
|
|
"grid", |
|
549
|
|
|
"Load", |
|
550
|
|
|
source_list=source_list, |
|
551
|
|
|
license_list=license_list, |
|
552
|
|
|
contributor_list=contributor_list, |
|
553
|
|
|
), |
|
554
|
|
|
} |
|
555
|
|
|
|
|
556
|
|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
557
|
|
|
load_id = Column(BigInteger, primary_key=True, nullable=False) |
|
558
|
|
|
bus = Column(BigInteger) |
|
559
|
|
|
type = Column(Text) |
|
560
|
|
|
carrier = Column(Text) |
|
561
|
|
|
p_set = Column(Float(53)) |
|
562
|
|
|
q_set = Column(Float(53)) |
|
563
|
|
|
sign = Column(Float(53), server_default="-1.") |
|
564
|
|
|
|
|
565
|
|
|
|
|
566
|
|
|
class EgonPfHvLoadTimeseries(Base): |
|
567
|
|
|
source_list = [ |
|
568
|
|
|
sources()["egon-data"], |
|
569
|
|
|
sources()["demandregio"], |
|
570
|
|
|
sources()["nep2021"], |
|
571
|
|
|
sources()["peta"], |
|
572
|
|
|
sources()["openffe_gas"], |
|
573
|
|
|
sources()["tyndp"], |
|
574
|
|
|
sources()["era5"], |
|
575
|
|
|
sources()["schmidt"], |
|
576
|
|
|
sources()["hotmaps_industrial_sites"], |
|
577
|
|
|
sources()["openstreetmap"], |
|
578
|
|
|
] |
|
579
|
|
|
|
|
580
|
|
|
contributor_list = contributors(["cb", "ic", "ja", "an"]) |
|
581
|
|
|
contributor_list[0]["comment"] = "Added heat load timeseries" |
|
582
|
|
|
contributor_list[1]["comment"] = "Added electricity load timeseries" |
|
583
|
|
|
contributor_list[2]["comment"] = "Added e mobility load timeseries" |
|
584
|
|
|
contributor_list[3]["comment"] = "Added gas load timeseries" |
|
585
|
|
|
|
|
586
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
587
|
|
|
|
|
588
|
|
|
__tablename__ = "egon_etrago_load_timeseries" |
|
589
|
|
|
__table_args__ = { |
|
590
|
|
|
"schema": "grid", |
|
591
|
|
|
"comment": get_meta( |
|
592
|
|
|
"grid", |
|
593
|
|
|
"Load", |
|
594
|
|
|
source_list=source_list, |
|
595
|
|
|
license_list=license_list, |
|
596
|
|
|
contributor_list=contributor_list, |
|
597
|
|
|
timeseries=True, |
|
598
|
|
|
), |
|
599
|
|
|
} |
|
600
|
|
|
|
|
601
|
|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
602
|
|
|
load_id = Column(BigInteger, primary_key=True, nullable=False) |
|
603
|
|
|
temp_id = Column(Integer, primary_key=True, nullable=False) |
|
604
|
|
|
p_set = Column(ARRAY(Float(precision=53))) |
|
605
|
|
|
q_set = Column(ARRAY(Float(precision=53))) |
|
606
|
|
|
|
|
607
|
|
|
|
|
608
|
|
|
class EgonPfHvCarrier(Base): |
|
609
|
|
|
source_list = [ |
|
610
|
|
|
sources()["egon-data"], |
|
611
|
|
|
] |
|
612
|
|
|
|
|
613
|
|
|
contributor_list = contributors(["fw"]) |
|
614
|
|
|
contributor_list[0]["comment"] = "Added list of carriers" |
|
615
|
|
|
|
|
616
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
617
|
|
|
|
|
618
|
|
|
__tablename__ = "egon_etrago_carrier" |
|
619
|
|
|
__table_args__ = { |
|
620
|
|
|
"schema": "grid", |
|
621
|
|
|
"comment": get_meta( |
|
622
|
|
|
"grid", |
|
623
|
|
|
"Carrier", |
|
624
|
|
|
source_list=source_list, |
|
625
|
|
|
license_list=license_list, |
|
626
|
|
|
contributor_list=contributor_list, |
|
627
|
|
|
), |
|
628
|
|
|
} |
|
629
|
|
|
|
|
630
|
|
|
name = Column(Text, primary_key=True, nullable=False) |
|
631
|
|
|
co2_emissions = Column(Float(53), server_default="0.") |
|
632
|
|
|
color = Column(Text) |
|
633
|
|
|
nice_name = Column(Text) |
|
634
|
|
|
commentary = Column(Text) |
|
635
|
|
|
|
|
636
|
|
|
|
|
637
|
|
|
class EgonPfHvStorage(Base): |
|
638
|
|
|
|
|
639
|
|
|
source_list = [ |
|
640
|
|
|
sources()["egon-data"], |
|
641
|
|
|
sources()["nep2021"], |
|
642
|
|
|
sources()["mastr"], |
|
643
|
|
|
sources()["technology-data"], |
|
644
|
|
|
] |
|
645
|
|
|
|
|
646
|
|
|
contributor_list = contributors(["ic"]) |
|
647
|
|
|
contributor_list[0][ |
|
648
|
|
|
"comment" |
|
649
|
|
|
] = "Added battery and pumped hydro storage units" |
|
650
|
|
|
|
|
651
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
652
|
|
|
|
|
653
|
|
|
__tablename__ = "egon_etrago_storage" |
|
654
|
|
|
__table_args__ = { |
|
655
|
|
|
"schema": "grid", |
|
656
|
|
|
"comment": get_meta( |
|
657
|
|
|
"grid", |
|
658
|
|
|
"Storage", |
|
659
|
|
|
source_list=source_list, |
|
660
|
|
|
license_list=license_list, |
|
661
|
|
|
contributor_list=contributor_list, |
|
662
|
|
|
), |
|
663
|
|
|
} |
|
664
|
|
|
|
|
665
|
|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
666
|
|
|
storage_id = Column(BigInteger, primary_key=True, nullable=False) |
|
667
|
|
|
bus = Column(BigInteger) |
|
668
|
|
|
control = Column(Text) |
|
669
|
|
|
type = Column(Text) |
|
670
|
|
|
carrier = Column(Text) |
|
671
|
|
|
p_nom = Column(Float(53), server_default="0.") |
|
672
|
|
|
p_nom_extendable = Column((Boolean), server_default="False") |
|
673
|
|
|
p_nom_min = Column(Float(53), server_default="0.") |
|
674
|
|
|
p_nom_max = Column(Float(53), server_default="inf") |
|
675
|
|
|
p_min_pu = Column(Float(53), server_default="-1.") |
|
676
|
|
|
p_max_pu = Column(Float(53), server_default="1.") |
|
677
|
|
|
p_set = Column(Float(53)) |
|
678
|
|
|
q_set = Column(Float(53)) |
|
679
|
|
|
sign = Column(Float(53), server_default="1") |
|
680
|
|
|
marginal_cost = Column(Float(53), server_default="0.") |
|
681
|
|
|
capital_cost = Column(Float(53), server_default="0.") |
|
682
|
|
|
build_year = Column(BigInteger, server_default="0") |
|
683
|
|
|
lifetime = Column(Float(53), server_default="inf") |
|
684
|
|
|
state_of_charge_initial = Column(Float(53), server_default="0") |
|
685
|
|
|
cyclic_state_of_charge = Column(Boolean, server_default="False") |
|
686
|
|
|
state_of_charge_set = Column(Float(53)) |
|
687
|
|
|
max_hours = Column(Float(53), server_default="1") |
|
688
|
|
|
efficiency_store = Column(Float(53), server_default="1.") |
|
689
|
|
|
efficiency_dispatch = Column(Float(53), server_default="1.") |
|
690
|
|
|
standing_loss = Column(Float(53), server_default="0.") |
|
691
|
|
|
inflow = Column(Float(53), server_default="0.") |
|
692
|
|
|
|
|
693
|
|
|
|
|
694
|
|
|
class EgonPfHvStorageTimeseries(Base): |
|
695
|
|
|
source_list = [ |
|
696
|
|
|
sources()["egon-data"], |
|
697
|
|
|
] |
|
698
|
|
|
|
|
699
|
|
|
contributor_list = contributors(["cb"]) |
|
700
|
|
|
contributor_list[0]["comment"] = "Added metadata" |
|
701
|
|
|
|
|
702
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
703
|
|
|
|
|
704
|
|
|
__tablename__ = "egon_etrago_storage_timeseries" |
|
705
|
|
|
__table_args__ = { |
|
706
|
|
|
"schema": "grid", |
|
707
|
|
|
"comment": get_meta( |
|
708
|
|
|
"grid", |
|
709
|
|
|
"Storage", |
|
710
|
|
|
source_list=source_list, |
|
711
|
|
|
license_list=license_list, |
|
712
|
|
|
contributor_list=contributor_list, |
|
713
|
|
|
timeseries=True, |
|
714
|
|
|
), |
|
715
|
|
|
} |
|
716
|
|
|
|
|
717
|
|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
718
|
|
|
storage_id = Column(BigInteger, primary_key=True, nullable=False) |
|
719
|
|
|
temp_id = Column(Integer, primary_key=True, nullable=False) |
|
720
|
|
|
p_set = Column(ARRAY(Float(precision=53))) |
|
721
|
|
|
q_set = Column(ARRAY(Float(precision=53))) |
|
722
|
|
|
p_min_pu = Column(ARRAY(Float(precision=53))) |
|
723
|
|
|
p_max_pu = Column(ARRAY(Float(precision=53))) |
|
724
|
|
|
state_of_charge_set = Column(ARRAY(Float(precision=53))) |
|
725
|
|
|
inflow = Column(ARRAY(Float(precision=53))) |
|
726
|
|
|
marginal_cost = Column(ARRAY(Float(precision=53))) |
|
727
|
|
|
|
|
728
|
|
|
|
|
729
|
|
|
class EgonPfHvStore(Base): |
|
730
|
|
|
source_dict = sources() |
|
731
|
|
|
|
|
732
|
|
|
source_list = [ |
|
733
|
|
|
source_dict["bgr_inspee"], |
|
734
|
|
|
source_dict["bgr_inspeeds"], |
|
735
|
|
|
source_dict["bgr_inspeeds_data_bundle"], |
|
736
|
|
|
source_dict["bgr_inspeeds_report"], |
|
737
|
|
|
source_dict["SciGRID_gas"], |
|
738
|
|
|
sources()["technology-data"], |
|
739
|
|
|
sources()["dsm-heitkoetter"], |
|
740
|
|
|
sources()["schmidt"], |
|
741
|
|
|
sources()["hotmaps_industrial_sites"], |
|
742
|
|
|
sources()["openstreetmap"], |
|
743
|
|
|
sources()["demandregio"], |
|
744
|
|
|
] |
|
745
|
|
|
contributor_list = contributors(["an", "fw", "ke", "cb", "ja"]) |
|
746
|
|
|
contributor_list[0]["comment"] = "Add H2 storage" |
|
747
|
|
|
contributor_list[1]["comment"] = "Add CH4 storage" |
|
748
|
|
|
contributor_list[2]["comment"] = "Add DSM storage" |
|
749
|
|
|
contributor_list[3]["comment"] = "Add heat storage" |
|
750
|
|
|
contributor_list[4]["comment"] = "Add e-mobility storage" |
|
751
|
|
|
|
|
752
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
753
|
|
|
__tablename__ = "egon_etrago_store" |
|
754
|
|
|
__table_args__ = { |
|
755
|
|
|
"schema": "grid", |
|
756
|
|
|
"comment": get_meta( |
|
757
|
|
|
"grid", |
|
758
|
|
|
"Store", |
|
759
|
|
|
source_list=source_list, |
|
760
|
|
|
license_list=license_list, |
|
761
|
|
|
contributor_list=contributor_list, |
|
762
|
|
|
), |
|
763
|
|
|
} |
|
764
|
|
|
|
|
765
|
|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
766
|
|
|
store_id = Column(BigInteger, primary_key=True, nullable=False) |
|
767
|
|
|
bus = Column(BigInteger) |
|
768
|
|
|
type = Column(Text) |
|
769
|
|
|
carrier = Column(Text) |
|
770
|
|
|
e_nom = Column(Float(53), server_default="0.") |
|
771
|
|
|
e_nom_extendable = Column((Boolean), server_default="False") |
|
772
|
|
|
e_nom_min = Column(Float(53), server_default="0.") |
|
773
|
|
|
e_nom_max = Column(Float(53), server_default="inf") |
|
774
|
|
|
e_min_pu = Column(Float(53), server_default="0.") |
|
775
|
|
|
e_max_pu = Column(Float(53), server_default="1.") |
|
776
|
|
|
p_set = Column(Float(53)) |
|
777
|
|
|
q_set = Column(Float(53)) |
|
778
|
|
|
e_initial = Column(Float(53), server_default="0.") |
|
779
|
|
|
e_cyclic = Column(Boolean, server_default="False") |
|
780
|
|
|
sign = Column(Float(53), server_default="1") |
|
781
|
|
|
marginal_cost = Column(Float(53), server_default="0.") |
|
782
|
|
|
capital_cost = Column(Float(53), server_default="0.") |
|
783
|
|
|
standing_loss = Column(Float(53), server_default="0.") |
|
784
|
|
|
build_year = Column(BigInteger, server_default="0") |
|
785
|
|
|
lifetime = Column(Float(53), server_default="inf") |
|
786
|
|
|
|
|
787
|
|
|
|
|
788
|
|
|
class EgonPfHvStoreTimeseries(Base): |
|
789
|
|
|
source_dict = sources() |
|
790
|
|
|
# TODO: Add other sources for dsm |
|
791
|
|
|
source_list = [ |
|
792
|
|
|
sources()["technology-data"], |
|
793
|
|
|
sources()["dsm-heitkoetter"], |
|
794
|
|
|
sources()["schmidt"], |
|
795
|
|
|
sources()["hotmaps_industrial_sites"], |
|
796
|
|
|
sources()["openstreetmap"], |
|
797
|
|
|
sources()["demandregio"], |
|
798
|
|
|
] |
|
799
|
|
|
contributor_list = contributors(["ke", "ja"]) |
|
800
|
|
|
contributor_list[0]["comment"] = "Add DSM storage" |
|
801
|
|
|
contributor_list[1]["comment"] = "Add e-mobility storage" |
|
802
|
|
|
|
|
803
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
804
|
|
|
__tablename__ = "egon_etrago_store_timeseries" |
|
805
|
|
|
__table_args__ = { |
|
806
|
|
|
"schema": "grid", |
|
807
|
|
|
"comment": get_meta( |
|
808
|
|
|
"grid", |
|
809
|
|
|
"Store", |
|
810
|
|
|
source_list=source_list, |
|
811
|
|
|
license_list=license_list, |
|
812
|
|
|
contributor_list=contributor_list, |
|
813
|
|
|
timeseries=True, |
|
814
|
|
|
), |
|
815
|
|
|
} |
|
816
|
|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
817
|
|
|
store_id = Column(BigInteger, primary_key=True, nullable=False) |
|
818
|
|
|
temp_id = Column(Integer, primary_key=True, nullable=False) |
|
819
|
|
|
p_set = Column(ARRAY(Float(precision=53))) |
|
820
|
|
|
q_set = Column(ARRAY(Float(precision=53))) |
|
821
|
|
|
e_min_pu = Column(ARRAY(Float(precision=53))) |
|
822
|
|
|
e_max_pu = Column(ARRAY(Float(precision=53))) |
|
823
|
|
|
marginal_cost = Column(ARRAY(Float(precision=53))) |
|
824
|
|
|
|
|
825
|
|
|
|
|
826
|
|
|
class EgonPfHvTempResolution(Base): |
|
827
|
|
|
__tablename__ = "egon_etrago_temp_resolution" |
|
828
|
|
|
__table_args__ = {"schema": "grid"} |
|
829
|
|
|
|
|
830
|
|
|
temp_id = Column(BigInteger, primary_key=True, nullable=False) |
|
831
|
|
|
timesteps = Column(BigInteger, nullable=False) |
|
832
|
|
|
resolution = Column(Text) |
|
833
|
|
|
start_time = Column(DateTime) |
|
834
|
|
|
|
|
835
|
|
|
|
|
836
|
|
View Code Duplication |
class EgonPfHvTransformer(Base): |
|
|
|
|
|
|
837
|
|
|
|
|
838
|
|
|
source_list = [ |
|
839
|
|
|
sources()["egon-data"], |
|
840
|
|
|
sources()["openstreetmap"], |
|
841
|
|
|
] |
|
842
|
|
|
|
|
843
|
|
|
contributor_list = contributors(["ic", "cb"]) |
|
844
|
|
|
contributor_list[0]["comment"] = "Added transformes from osmTGmod tables" |
|
845
|
|
|
contributor_list[1]["comment"] = "Added meta data" |
|
846
|
|
|
|
|
847
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
848
|
|
|
|
|
849
|
|
|
__tablename__ = "egon_etrago_transformer" |
|
850
|
|
|
__table_args__ = { |
|
851
|
|
|
"schema": "grid", |
|
852
|
|
|
"comment": get_meta( |
|
853
|
|
|
"grid", |
|
854
|
|
|
"Transformer", |
|
855
|
|
|
source_list=source_list, |
|
856
|
|
|
license_list=license_list, |
|
857
|
|
|
contributor_list=contributor_list, |
|
858
|
|
|
), |
|
859
|
|
|
} |
|
860
|
|
|
|
|
861
|
|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
862
|
|
|
trafo_id = Column(BigInteger, primary_key=True, nullable=False) |
|
863
|
|
|
bus0 = Column(BigInteger) |
|
864
|
|
|
bus1 = Column(BigInteger) |
|
865
|
|
|
type = Column(Text) |
|
866
|
|
|
model = Column((Text), server_default="t") |
|
867
|
|
|
x = Column((Numeric), server_default="0.") |
|
868
|
|
|
r = Column((Numeric), server_default="0.") |
|
869
|
|
|
g = Column((Numeric), server_default="0.") |
|
870
|
|
|
b = Column((Numeric), server_default="0.") |
|
871
|
|
|
s_nom = Column(Float(53), server_default="0.") |
|
872
|
|
|
s_nom_extendable = Column((Boolean), server_default="False") |
|
873
|
|
|
s_nom_min = Column(Float(53), server_default="0.") |
|
874
|
|
|
s_nom_max = Column(Float(53), server_default="inf") |
|
875
|
|
|
s_max_pu = Column(Float(53), server_default="1.") |
|
876
|
|
|
tap_ratio = Column(Float(53), server_default="1.") |
|
877
|
|
|
tap_side = Column((BigInteger), server_default="0") |
|
878
|
|
|
tap_position = Column((BigInteger), server_default="0") |
|
879
|
|
|
phase_shift = Column(Float(53), server_default="0.") |
|
880
|
|
|
build_year = Column(BigInteger, server_default="0") |
|
881
|
|
|
lifetime = Column(Float(53), server_default="inf") |
|
882
|
|
|
v_ang_min = Column(Float(53), server_default="-inf") |
|
883
|
|
|
v_ang_max = Column(Float(53), server_default="inf") |
|
884
|
|
|
capital_cost = Column(Float(53), server_default="0.") |
|
885
|
|
|
num_parallel = Column(Float(53), server_default="1.") |
|
886
|
|
|
geom = Column(Geometry("MULTILINESTRING", 4326)) |
|
887
|
|
|
topo = Column(Geometry("LINESTRING", 4326)) |
|
888
|
|
|
|
|
889
|
|
|
|
|
890
|
|
View Code Duplication |
class EgonPfHvTransformerTimeseries(Base): |
|
|
|
|
|
|
891
|
|
|
source_list = [ |
|
892
|
|
|
sources()["egon-data"], |
|
893
|
|
|
] |
|
894
|
|
|
|
|
895
|
|
|
contributor_list = contributors(["cb"]) |
|
896
|
|
|
contributor_list[0]["comment"] = "Added meta data" |
|
897
|
|
|
|
|
898
|
|
|
license_list = [data["licenses"][0] for data in source_list] |
|
899
|
|
|
|
|
900
|
|
|
__tablename__ = "egon_etrago_transformer_timeseries" |
|
901
|
|
|
__table_args__ = { |
|
902
|
|
|
"schema": "grid", |
|
903
|
|
|
"comment": get_meta( |
|
904
|
|
|
"grid", |
|
905
|
|
|
"Transformer", |
|
906
|
|
|
source_list=source_list, |
|
907
|
|
|
license_list=license_list, |
|
908
|
|
|
contributor_list=contributor_list, |
|
909
|
|
|
timeseries=True, |
|
910
|
|
|
), |
|
911
|
|
|
} |
|
912
|
|
|
|
|
913
|
|
|
scn_name = Column(String, primary_key=True, nullable=False) |
|
914
|
|
|
trafo_id = Column(BigInteger, primary_key=True, nullable=False) |
|
915
|
|
|
temp_id = Column(Integer, primary_key=True, nullable=False) |
|
916
|
|
|
s_max_pu = Column(ARRAY(Float(precision=53))) |
|
917
|
|
|
|
|
918
|
|
|
|
|
919
|
|
|
class EgonPfHvBusmap(Base): |
|
920
|
|
|
__tablename__ = "egon_etrago_hv_busmap" |
|
921
|
|
|
__table_args__ = {"schema": "grid"} |
|
922
|
|
|
|
|
923
|
|
|
scn_name = Column(Text, primary_key=True, nullable=False) |
|
924
|
|
|
bus0 = Column(Text, primary_key=True, nullable=False) |
|
925
|
|
|
bus1 = Column(Text, primary_key=True, nullable=False) |
|
926
|
|
|
path_length = Column(Numeric) |
|
927
|
|
|
version = Column(Text, primary_key=True, nullable=False) |
|
928
|
|
|
|
|
929
|
|
|
|
|
930
|
|
|
def create_tables(): |
|
931
|
|
|
"""Create tables for eTraGo input data. |
|
932
|
|
|
Returns |
|
933
|
|
|
------- |
|
934
|
|
|
None. |
|
935
|
|
|
""" |
|
936
|
|
|
db.execute_sql("CREATE SCHEMA IF NOT EXISTS grid;") |
|
937
|
|
|
engine = db.engine() |
|
938
|
|
|
|
|
939
|
|
|
##################### drop tables with old names ######################### |
|
940
|
|
|
db.execute_sql( |
|
941
|
|
|
""" |
|
942
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_bus;""" |
|
943
|
|
|
) |
|
944
|
|
|
db.execute_sql( |
|
945
|
|
|
""" |
|
946
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_bus_timeseries;""" |
|
947
|
|
|
) |
|
948
|
|
|
db.execute_sql( |
|
949
|
|
|
""" |
|
950
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_carrier;""" |
|
951
|
|
|
) |
|
952
|
|
|
db.execute_sql( |
|
953
|
|
|
""" |
|
954
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_generator;""" |
|
955
|
|
|
) |
|
956
|
|
|
db.execute_sql( |
|
957
|
|
|
""" |
|
958
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_generator_timeseries;""" |
|
959
|
|
|
) |
|
960
|
|
|
db.execute_sql( |
|
961
|
|
|
""" |
|
962
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_line;""" |
|
963
|
|
|
) |
|
964
|
|
|
db.execute_sql( |
|
965
|
|
|
""" |
|
966
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_line_timeseries;""" |
|
967
|
|
|
) |
|
968
|
|
|
db.execute_sql( |
|
969
|
|
|
""" |
|
970
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_link;""" |
|
971
|
|
|
) |
|
972
|
|
|
db.execute_sql( |
|
973
|
|
|
""" |
|
974
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_link_timeseries;""" |
|
975
|
|
|
) |
|
976
|
|
|
db.execute_sql( |
|
977
|
|
|
""" |
|
978
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_load;""" |
|
979
|
|
|
) |
|
980
|
|
|
db.execute_sql( |
|
981
|
|
|
""" |
|
982
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_load_timeseries;""" |
|
983
|
|
|
) |
|
984
|
|
|
db.execute_sql( |
|
985
|
|
|
""" |
|
986
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_storage;""" |
|
987
|
|
|
) |
|
988
|
|
|
db.execute_sql( |
|
989
|
|
|
""" |
|
990
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_storage_timeseries;""" |
|
991
|
|
|
) |
|
992
|
|
|
db.execute_sql( |
|
993
|
|
|
""" |
|
994
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_store;""" |
|
995
|
|
|
) |
|
996
|
|
|
db.execute_sql( |
|
997
|
|
|
""" |
|
998
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_store_timeseries;""" |
|
999
|
|
|
) |
|
1000
|
|
|
db.execute_sql( |
|
1001
|
|
|
""" |
|
1002
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_temp_resolution;""" |
|
1003
|
|
|
) |
|
1004
|
|
|
db.execute_sql( |
|
1005
|
|
|
""" |
|
1006
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_transformer;""" |
|
1007
|
|
|
) |
|
1008
|
|
|
db.execute_sql( |
|
1009
|
|
|
""" |
|
1010
|
|
|
DROP TABLE IF EXISTS grid.egon_pf_hv_transformer_timeseries;""" |
|
1011
|
|
|
) |
|
1012
|
|
|
########################################################################## |
|
1013
|
|
|
|
|
1014
|
|
|
# Drop existing tables |
|
1015
|
|
|
EgonPfHvBus.__table__.drop(bind=engine, checkfirst=True) |
|
1016
|
|
|
EgonPfHvBusTimeseries.__table__.drop(bind=engine, checkfirst=True) |
|
1017
|
|
|
EgonPfHvGenerator.__table__.drop(bind=engine, checkfirst=True) |
|
1018
|
|
|
EgonPfHvGeneratorTimeseries.__table__.drop(bind=engine, checkfirst=True) |
|
1019
|
|
|
EgonPfHvLine.__table__.drop(bind=engine, checkfirst=True) |
|
1020
|
|
|
EgonPfHvLineTimeseries.__table__.drop(bind=engine, checkfirst=True) |
|
1021
|
|
|
EgonPfHvLink.__table__.drop(bind=engine, checkfirst=True) |
|
1022
|
|
|
EgonPfHvLinkTimeseries.__table__.drop(bind=engine, checkfirst=True) |
|
1023
|
|
|
EgonPfHvLoad.__table__.drop(bind=engine, checkfirst=True) |
|
1024
|
|
|
EgonPfHvLoadTimeseries.__table__.drop(bind=engine, checkfirst=True) |
|
1025
|
|
|
EgonPfHvCarrier.__table__.drop(bind=engine, checkfirst=True) |
|
1026
|
|
|
EgonPfHvStorage.__table__.drop(bind=engine, checkfirst=True) |
|
1027
|
|
|
EgonPfHvStorageTimeseries.__table__.drop(bind=engine, checkfirst=True) |
|
1028
|
|
|
EgonPfHvStore.__table__.drop(bind=engine, checkfirst=True) |
|
1029
|
|
|
EgonPfHvStoreTimeseries.__table__.drop(bind=engine, checkfirst=True) |
|
1030
|
|
|
EgonPfHvTempResolution.__table__.drop(bind=engine, checkfirst=True) |
|
1031
|
|
|
EgonPfHvTransformer.__table__.drop(bind=engine, checkfirst=True) |
|
1032
|
|
|
EgonPfHvTransformerTimeseries.__table__.drop(bind=engine, checkfirst=True) |
|
1033
|
|
|
EgonPfHvBusmap.__table__.drop(bind=engine, checkfirst=True) |
|
1034
|
|
|
# Create new tables |
|
1035
|
|
|
EgonPfHvBus.__table__.create(bind=engine, checkfirst=True) |
|
1036
|
|
|
EgonPfHvBusTimeseries.__table__.create(bind=engine, checkfirst=True) |
|
1037
|
|
|
EgonPfHvGenerator.__table__.create(bind=engine, checkfirst=True) |
|
1038
|
|
|
EgonPfHvGeneratorTimeseries.__table__.create(bind=engine, checkfirst=True) |
|
1039
|
|
|
EgonPfHvLine.__table__.create(bind=engine, checkfirst=True) |
|
1040
|
|
|
EgonPfHvLineTimeseries.__table__.create(bind=engine, checkfirst=True) |
|
1041
|
|
|
EgonPfHvLink.__table__.create(bind=engine, checkfirst=True) |
|
1042
|
|
|
EgonPfHvLinkTimeseries.__table__.create(bind=engine, checkfirst=True) |
|
1043
|
|
|
EgonPfHvLoad.__table__.create(bind=engine, checkfirst=True) |
|
1044
|
|
|
EgonPfHvLoadTimeseries.__table__.create(bind=engine, checkfirst=True) |
|
1045
|
|
|
EgonPfHvCarrier.__table__.create(bind=engine, checkfirst=True) |
|
1046
|
|
|
EgonPfHvStorage.__table__.create(bind=engine, checkfirst=True) |
|
1047
|
|
|
EgonPfHvStorageTimeseries.__table__.create(bind=engine, checkfirst=True) |
|
1048
|
|
|
EgonPfHvStore.__table__.create(bind=engine, checkfirst=True) |
|
1049
|
|
|
EgonPfHvStoreTimeseries.__table__.create(bind=engine, checkfirst=True) |
|
1050
|
|
|
EgonPfHvTempResolution.__table__.create(bind=engine, checkfirst=True) |
|
1051
|
|
|
EgonPfHvTransformer.__table__.create(bind=engine, checkfirst=True) |
|
1052
|
|
|
EgonPfHvTransformerTimeseries.__table__.create( |
|
1053
|
|
|
bind=engine, checkfirst=True |
|
1054
|
|
|
) |
|
1055
|
|
|
EgonPfHvBusmap.__table__.create(bind=engine, checkfirst=True) |
|
1056
|
|
|
|
|
1057
|
|
|
|
|
1058
|
|
|
def temp_resolution(): |
|
1059
|
|
|
"""Insert temporal resolution for etrago |
|
1060
|
|
|
|
|
1061
|
|
|
Returns |
|
1062
|
|
|
------- |
|
1063
|
|
|
None. |
|
1064
|
|
|
|
|
1065
|
|
|
""" |
|
1066
|
|
|
|
|
1067
|
|
|
db.execute_sql( |
|
1068
|
|
|
""" |
|
1069
|
|
|
INSERT INTO grid.egon_etrago_temp_resolution |
|
1070
|
|
|
(temp_id, timesteps, resolution, start_time) |
|
1071
|
|
|
SELECT 1, 8760, 'h', TIMESTAMP '2011-01-01 00:00:00'; |
|
1072
|
|
|
""" |
|
1073
|
|
|
) |
|
1074
|
|
|
|
|
1075
|
|
|
|
|
1076
|
|
|
def insert_carriers(): |
|
1077
|
|
|
"""Insert list of carriers into eTraGo table |
|
1078
|
|
|
|
|
1079
|
|
|
Returns |
|
1080
|
|
|
------- |
|
1081
|
|
|
None. |
|
1082
|
|
|
|
|
1083
|
|
|
""" |
|
1084
|
|
|
# Delete existing entries |
|
1085
|
|
|
db.execute_sql( |
|
1086
|
|
|
""" |
|
1087
|
|
|
DELETE FROM grid.egon_etrago_carrier |
|
1088
|
|
|
""" |
|
1089
|
|
|
) |
|
1090
|
|
|
|
|
1091
|
|
|
# List carrier names from all components |
|
1092
|
|
|
df = pd.DataFrame( |
|
1093
|
|
|
data={ |
|
1094
|
|
|
"name": [ |
|
1095
|
|
|
"biogas", |
|
1096
|
|
|
"biogas_feedin", |
|
1097
|
|
|
"biogas_to_gas", |
|
1098
|
|
|
"biomass", |
|
1099
|
|
|
"pv", |
|
1100
|
|
|
"wind_offshore", |
|
1101
|
|
|
"wind_onshore", |
|
1102
|
|
|
"central_heat_pump", |
|
1103
|
|
|
"central_resistive_heater", |
|
1104
|
|
|
"CH4", |
|
1105
|
|
|
"CH4_for_industry", |
|
1106
|
|
|
"CH4_system_boundary", |
|
1107
|
|
|
"CH4_to_H2", |
|
1108
|
|
|
"dsm", |
|
1109
|
|
|
"H2", |
|
1110
|
|
|
"H2_feedin", |
|
1111
|
|
|
"H2_for_industry", |
|
1112
|
|
|
"H2_grid", |
|
1113
|
|
|
"H2_gridextension", |
|
1114
|
|
|
"H2_hgv_load", |
|
1115
|
|
|
"H2_overground", |
|
1116
|
|
|
"H2_retrofit", |
|
1117
|
|
|
"H2_saltcavern", |
|
1118
|
|
|
"H2_system_boundary", |
|
1119
|
|
|
"H2_to_CH4", |
|
1120
|
|
|
"H2_to_power", |
|
1121
|
|
|
"H2_underground", |
|
1122
|
|
|
"rural_heat_pump", |
|
1123
|
|
|
"industrial_biomass_CHP", |
|
1124
|
|
|
"industrial_gas_CHP", |
|
1125
|
|
|
"central_biomass_CHP_heat", |
|
1126
|
|
|
"central_biomass_CHP", |
|
1127
|
|
|
"central_gas_CHP", |
|
1128
|
|
|
"central_gas_CHP_heat", |
|
1129
|
|
|
"power_to_H2", |
|
1130
|
|
|
"rural_gas_boiler", |
|
1131
|
|
|
"central_gas_boiler", |
|
1132
|
|
|
"solar_thermal_collector", |
|
1133
|
|
|
"geo_thermal", |
|
1134
|
|
|
"AC", |
|
1135
|
|
|
"central_heat", |
|
1136
|
|
|
"rural_heat", |
|
1137
|
|
|
"natural_gas_feedin", |
|
1138
|
|
|
"pumped_hydro", |
|
1139
|
|
|
"battery", |
|
1140
|
|
|
"OCGT", |
|
1141
|
|
|
] |
|
1142
|
|
|
} |
|
1143
|
|
|
) |
|
1144
|
|
|
|
|
1145
|
|
|
# Insert data into database |
|
1146
|
|
|
df.to_sql( |
|
1147
|
|
|
"egon_etrago_carrier", |
|
1148
|
|
|
schema="grid", |
|
1149
|
|
|
con=db.engine(), |
|
1150
|
|
|
if_exists="append", |
|
1151
|
|
|
index=False, |
|
1152
|
|
|
) |
|
1153
|
|
|
|
|
1154
|
|
|
|
|
1155
|
|
|
def check_carriers(): |
|
1156
|
|
|
"""Check if any eTraGo table has carriers not included in the carrier table. |
|
1157
|
|
|
|
|
1158
|
|
|
Raises |
|
1159
|
|
|
------ |
|
1160
|
|
|
ValueError if carriers that are not defined in the carriers table are |
|
1161
|
|
|
used in any eTraGo table. |
|
1162
|
|
|
""" |
|
1163
|
|
|
carriers = db.select_dataframe( |
|
1164
|
|
|
f""" |
|
1165
|
|
|
SELECT name FROM grid.egon_etrago_carrier |
|
1166
|
|
|
""" |
|
1167
|
|
|
) |
|
1168
|
|
|
unknown_carriers = {} |
|
1169
|
|
|
tables = ["bus", "store", "storage", "link", "line", "generator", "load"] |
|
1170
|
|
|
|
|
1171
|
|
|
for table in tables: |
|
1172
|
|
|
# Delete existing entries |
|
1173
|
|
|
data = db.select_dataframe( |
|
1174
|
|
|
f""" |
|
1175
|
|
|
SELECT carrier FROM grid.egon_etrago_{table} |
|
1176
|
|
|
""" |
|
1177
|
|
|
) |
|
1178
|
|
|
unknown_carriers[table] = data[~data["carrier"].isin(carriers)][ |
|
1179
|
|
|
"carrier" |
|
1180
|
|
|
].unique() |
|
1181
|
|
|
|
|
1182
|
|
|
if len(unknown_carriers) > 0: |
|
1183
|
|
|
msg = ( |
|
1184
|
|
|
"The eTraGo tables contain carriers, that are not included in the " |
|
1185
|
|
|
"carrier table:\n" |
|
1186
|
|
|
) |
|
1187
|
|
|
for table, carriers in unknown_carriers.items(): |
|
1188
|
|
|
carriers = [str(c) for c in carriers] |
|
1189
|
|
|
if len(carriers) > 0: |
|
1190
|
|
|
msg += table + ": '" + "', '".join(carriers) + "'\n" |
|
1191
|
|
|
|
|
1192
|
|
|
raise ValueError(msg) |
|
1193
|
|
|
|
|
1194
|
|
|
|
|
1195
|
|
|
def link_geom_from_buses(df, scn_name): |
|
1196
|
|
|
"""Add LineString geometry accoring to geometry of buses to links |
|
1197
|
|
|
|
|
1198
|
|
|
Parameters |
|
1199
|
|
|
---------- |
|
1200
|
|
|
df : pandas.DataFrame |
|
1201
|
|
|
List of eTraGo links with bus0 and bus1 but without topology |
|
1202
|
|
|
scn_name : str |
|
1203
|
|
|
Scenario name |
|
1204
|
|
|
|
|
1205
|
|
|
Returns |
|
1206
|
|
|
------- |
|
1207
|
|
|
gdf : geopandas.GeoDataFrame |
|
1208
|
|
|
List of eTraGo links with bus0 and bus1 but with topology |
|
1209
|
|
|
|
|
1210
|
|
|
""" |
|
1211
|
|
|
|
|
1212
|
|
|
geom_buses = db.select_geodataframe( |
|
1213
|
|
|
f""" |
|
1214
|
|
|
SELECT bus_id, geom |
|
1215
|
|
|
FROM grid.egon_etrago_bus |
|
1216
|
|
|
WHERE scn_name = '{scn_name}' |
|
1217
|
|
|
""", |
|
1218
|
|
|
index_col="bus_id", |
|
1219
|
|
|
epsg=4326, |
|
1220
|
|
|
) |
|
1221
|
|
|
|
|
1222
|
|
|
# Create geometry columns for bus0 and bus1 |
|
1223
|
|
|
df["geom_0"] = geom_buses.geom[df.bus0.values].values |
|
1224
|
|
|
df["geom_1"] = geom_buses.geom[df.bus1.values].values |
|
1225
|
|
|
|
|
1226
|
|
|
geometry = df.apply( |
|
1227
|
|
|
lambda x: LineString([x["geom_0"], x["geom_1"]]), axis=1 |
|
1228
|
|
|
) |
|
1229
|
|
|
df = df.drop(["geom_0", "geom_1"], axis=1) |
|
1230
|
|
|
|
|
1231
|
|
|
gdf = gpd.GeoDataFrame(df, geometry=geometry, crs=4326).rename_geometry( |
|
1232
|
|
|
"topo" |
|
1233
|
|
|
) |
|
1234
|
|
|
|
|
1235
|
|
|
return gdf |
|
1236
|
|
|
|
openego /
eGon-data
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