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                    1
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                from geoalchemy2 import Geometry  | 
            
            
                                                        
            
                                    
            
            
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                    2
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                from sqlalchemy import (  | 
            
            
                                                        
            
                                    
            
            
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                    3
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                    Boolean,  | 
            
            
                                                        
            
                                    
            
            
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                    4
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                    Column,  | 
            
            
                                                        
            
                                    
            
            
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                    5
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                    DateTime,  | 
            
            
                                                        
            
                                    
            
            
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                    Float,  | 
            
            
                                                        
            
                                    
            
            
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                    Integer,  | 
            
            
                                                        
            
                                    
            
            
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                    8
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                    Sequence,  | 
            
            
                                                        
            
                                    
            
            
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                    String,  | 
            
            
                                                        
            
                                    
            
            
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                    10
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                )  | 
            
            
                                                        
            
                                    
            
            
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                    11
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                from sqlalchemy.ext.declarative import declarative_base  | 
            
            
                                                        
            
                                    
            
            
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                    12
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                    13
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                Base = declarative_base()  | 
            
            
                                                        
            
                                    
            
            
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                class EgonMastrGeocoded(Base):  | 
            
            
                                                        
            
                                    
            
            
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                    17
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                    __tablename__ = "egon_mastr_geocoded"  | 
            
            
                                                        
            
                                    
            
            
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                    18
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                    __table_args__ = {"schema": "supply"} | 
            
            
                                                        
            
                                    
            
            
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                    19
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                    20
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                    index = Column(  | 
            
            
                                                        
            
                                    
            
            
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                    21
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                        Integer, Sequence("mastr_geocoded_seq"), primary_key=True, index=True | 
            
            
                                                        
            
                                    
            
            
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                    22
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                    )  | 
            
            
                                                        
            
                                    
            
            
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                    23
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                    zip_and_municipality = Column(String)  | 
            
            
                                                        
            
                                    
            
            
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                    24
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                    latitude = Column(Float)  | 
            
            
                                                        
            
                                    
            
            
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                    25
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                    longitude = Column(Float)  | 
            
            
                                                        
            
                                    
            
            
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                    26
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                    altitude = Column(Float)  | 
            
            
                                                        
            
                                    
            
            
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                    27
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                    geometry = Column(Geometry("POINT", 4326)) | 
            
            
                                                        
            
                                    
            
            
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                    28
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                    29
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                    30
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                class EgonPowerPlantsPv(Base):  | 
            
            
                                                        
            
                                    
            
            
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                    31
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                    __tablename__ = "egon_power_plants_pv"  | 
            
            
                                                        
            
                                    
            
            
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                    32
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                    __table_args__ = {"schema": "supply"} | 
            
            
                                                        
            
                                    
            
            
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                    33
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                    34
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                    id = Column(Integer, Sequence("pp_pv_seq"), primary_key=True) | 
            
            
                                                        
            
                                    
            
            
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                    35
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                    bus_id = Column(Integer, nullable=True)  # Grid district id  | 
            
            
                                                        
            
                                    
            
            
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                    36
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                    gens_id = Column(String, nullable=True)  # EinheitMastrNummer  | 
            
            
                                                        
            
                                    
            
            
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                    37
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                    38
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                    status = Column(String, nullable=True)  # EinheitBetriebsstatus  | 
            
            
                                                        
            
                                    
            
            
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                    39
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                    commissioning_date = Column(DateTime, nullable=True)  # Inbetriebnahmedatum  | 
            
            
                                                        
            
                                    
            
            
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                    40
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                    postcode = Column(String(5), nullable=True)  # Postleitzahl  | 
            
            
                                                        
            
                                    
            
            
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                    41
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                    city = Column(String(50), nullable=True)  # Ort  | 
            
            
                                                        
            
                                    
            
            
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                    42
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                    municipality = Column(String, nullable=True)  # Gemeinde  | 
            
            
                                                        
            
                                    
            
            
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                    43
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                    federal_state = Column(String(31), nullable=True)  # Bundesland  | 
            
            
                                                        
            
                                    
            
            
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                    44
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                    site = Column(String, nullable=True)  # Standort  | 
            
            
                                                        
            
                                    
            
            
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                    45
                 | 
                                    
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                    zip_and_municipality = Column(String, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
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                    46
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                    47
                 | 
                                    
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                    site_type = Column(String(69), nullable=True)  # Lage  | 
            
            
                                                        
            
                                    
            
            
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                    48
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                    usage_sector = Column(String(36), nullable=True)  # Nutzungsbereich  | 
            
            
                                                        
            
                                    
            
            
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                    49
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                    orientation_primary = Column(String(11), nullable=True)  # Hauptausrichtung  | 
            
            
                                                        
            
                                    
            
            
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                    50
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                    orientation_primary_angle = Column(  | 
            
            
                                                        
            
                                    
            
            
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                    51
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                        String(18), nullable=True  | 
            
            
                                                        
            
                                    
            
            
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                    52
                 | 
                                    
                                                     | 
                
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                    )  # HauptausrichtungNeigungswinkel  | 
            
            
                                                        
            
                                    
            
            
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                    53
                 | 
                                    
                                                     | 
                
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                    orientation_secondary = Column(  | 
            
            
                                                        
            
                                    
            
            
                | 
                    54
                 | 
                                    
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                        String(11), nullable=True  | 
            
            
                                                        
            
                                    
            
            
                | 
                    55
                 | 
                                    
                                                     | 
                
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                    )  # Nebenausrichtung  | 
            
            
                                                        
            
                                    
            
            
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                    56
                 | 
                                    
                                                     | 
                
                 | 
                    orientation_secondary_angle = Column(  | 
            
            
                                                        
            
                                    
            
            
                | 
                    57
                 | 
                                    
                                                     | 
                
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                        String(18), nullable=True  | 
            
            
                                                        
            
                                    
            
            
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                    58
                 | 
                                    
                                                     | 
                
                 | 
                    )  # NebenausrichtungNeigungswinkel  | 
            
            
                                                        
            
                                    
            
            
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                    59
                 | 
                                    
                                                     | 
                
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                    orientation_uniform = Column(  | 
            
            
                                                        
            
                                    
            
            
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                    60
                 | 
                                    
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                        Boolean, nullable=True  | 
            
            
                                                        
            
                                    
            
            
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                    61
                 | 
                                    
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                    )  # EinheitlicheAusrichtungUndNeigungswinkel  | 
            
            
                                                        
            
                                    
            
            
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                    62
                 | 
                                    
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                    module_count = Column(Float, nullable=True)  # AnzahlModule  | 
            
            
                                                        
            
                                    
            
            
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                    63
                 | 
                                    
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                 | 
            
            
                                                        
            
                                    
            
            
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                    64
                 | 
                                    
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                    capacity = Column(Float, nullable=True)  # Nettonennleistung  | 
            
            
                                                        
            
                                    
            
            
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                    65
                 | 
                                    
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                    capacity_inverter = Column(  | 
            
            
                                                        
            
                                    
            
            
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                    66
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                        Float, nullable=True  | 
            
            
                                                        
            
                                    
            
            
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                    67
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                    )  # ZugeordneteWirkleistungWechselrichter in MW  | 
            
            
                                                        
            
                                    
            
            
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                    68
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                    feedin_type = Column(String(47), nullable=True)  # Einspeisungsart  | 
            
            
                                                        
            
                                    
            
            
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                    69
                 | 
                                    
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                    voltage_level = Column(Integer, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    70
                 | 
                                    
                                                     | 
                
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                    voltage_level_inferred = Column(Boolean, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
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                    71
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                 | 
            
            
                                                        
            
                                    
            
            
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                    72
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                    geometry_geocoded = Column(Boolean)  | 
            
            
                                                        
            
                                    
            
            
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                    73
                 | 
                                    
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                 | 
            
            
                                                        
            
                                    
            
            
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                    74
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                    geom = Column(Geometry("POINT", 4326), index=True, nullable=True) | 
            
            
                                                        
            
                                    
            
            
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                    75
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                    76
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                    77
                 | 
                                    
                                                     | 
                
                View Code Duplication | 
                class EgonPowerPlantsWind(Base):  | 
            
                            
                    | 
                        
                     | 
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                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                        
            
                                    
            
            
                | 
                    78
                 | 
                                    
                                                     | 
                
                 | 
                    __tablename__ = "egon_power_plants_wind"  | 
            
            
                                                        
            
                                    
            
            
                | 
                    79
                 | 
                                    
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                 | 
                    __table_args__ = {"schema": "supply"} | 
            
            
                                                        
            
                                    
            
            
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                    80
                 | 
                                    
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                 | 
            
            
                                                        
            
                                    
            
            
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                    81
                 | 
                                    
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                 | 
                    id = Column(Integer, Sequence("pp_wind_seq"), primary_key=True) | 
            
            
                                                        
            
                                    
            
            
                | 
                    82
                 | 
                                    
                                                     | 
                
                 | 
                    bus_id = Column(Integer, nullable=True)  # Grid district id  | 
            
            
                                                        
            
                                    
            
            
                | 
                    83
                 | 
                                    
                                                     | 
                
                 | 
                    gens_id = Column(String, nullable=True)  # EinheitMastrNummer  | 
            
            
                                                        
            
                                    
            
            
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                    84
                 | 
                                    
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                 | 
            
            
                                                        
            
                                    
            
            
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                    85
                 | 
                                    
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                    status = Column(String, nullable=True)  # EinheitBetriebsstatus  | 
            
            
                                                        
            
                                    
            
            
                | 
                    86
                 | 
                                    
                                                     | 
                
                 | 
                    commissioning_date = Column(DateTime, nullable=True)  # Inbetriebnahmedatum  | 
            
            
                                                        
            
                                    
            
            
                | 
                    87
                 | 
                                    
                                                     | 
                
                 | 
                    postcode = Column(String(5), nullable=True)  # Postleitzahl  | 
            
            
                                                        
            
                                    
            
            
                | 
                    88
                 | 
                                    
                                                     | 
                
                 | 
                    city = Column(String(50), nullable=True)  # Ort  | 
            
            
                                                        
            
                                    
            
            
                | 
                    89
                 | 
                                    
                                                     | 
                
                 | 
                    municipality = Column(String, nullable=True)  # Gemeinde  | 
            
            
                                                        
            
                                    
            
            
                | 
                    90
                 | 
                                    
                                                     | 
                
                 | 
                    federal_state = Column(String(31), nullable=True)  # Bundesland  | 
            
            
                                                        
            
                                    
            
            
                | 
                    91
                 | 
                                    
                                                     | 
                
                 | 
                    zip_and_municipality = Column(String, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    92
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    93
                 | 
                                    
                                                     | 
                
                 | 
                    site_type = Column(String(17), nullable=True)  # Lage  | 
            
            
                                                        
            
                                    
            
            
                | 
                    94
                 | 
                                    
                                                     | 
                
                 | 
                    manufacturer_name = Column(String(100), nullable=True)  # Hersteller  | 
            
            
                                                        
            
                                    
            
            
                | 
                    95
                 | 
                                    
                                                     | 
                
                 | 
                    type_name = Column(String(100), nullable=True)  # Typenbezeichnung  | 
            
            
                                                        
            
                                    
            
            
                | 
                    96
                 | 
                                    
                                                     | 
                
                 | 
                    hub_height = Column(Float, nullable=True)  # Nabenhoehe  | 
            
            
                                                        
            
                                    
            
            
                | 
                    97
                 | 
                                    
                                                     | 
                
                 | 
                    rotor_diameter = Column(Float, nullable=True)  # Rotordurchmesser  | 
            
            
                                                        
            
                                    
            
            
                | 
                    98
                 | 
                                    
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                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    99
                 | 
                                    
                                                     | 
                
                 | 
                    capacity = Column(Float, nullable=True)  # Nettonennleistung  | 
            
            
                                                        
            
                                    
            
            
                | 
                    100
                 | 
                                    
                                                     | 
                
                 | 
                    feedin_type = Column(String(47), nullable=True)  # Einspeisungsart  | 
            
            
                                                        
            
                                    
            
            
                | 
                    101
                 | 
                                    
                                                     | 
                
                 | 
                    voltage_level = Column(Integer, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    102
                 | 
                                    
                                                     | 
                
                 | 
                    voltage_level_inferred = Column(Boolean, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    103
                 | 
                                    
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                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    104
                 | 
                                    
                                                     | 
                
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                    geometry_geocoded = Column(Boolean)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    105
                 | 
                                    
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                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    106
                 | 
                                    
                                                     | 
                
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                    geom = Column(Geometry("POINT", 4326), index=True, nullable=True) | 
            
            
                                                        
            
                                    
            
            
                | 
                    107
                 | 
                                    
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                 | 
            
            
                                                        
            
                                    
            
            
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                    108
                 | 
                                    
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                 | 
            
            
                                                        
            
                                                                    
                                                                                                        
            
            
                | 
                    109
                 | 
                                    
                                                     | 
                
                View Code Duplication | 
                class EgonPowerPlantsBiomass(Base):  | 
            
                            
                    | 
                        
                     | 
                     | 
                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                        
            
                                    
            
            
                | 
                    110
                 | 
                                    
                                                     | 
                
                 | 
                    __tablename__ = "egon_power_plants_biomass"  | 
            
            
                                                        
            
                                    
            
            
                | 
                    111
                 | 
                                    
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                 | 
                    __table_args__ = {"schema": "supply"} | 
            
            
                                                        
            
                                    
            
            
                | 
                    112
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    113
                 | 
                                    
                                                     | 
                
                 | 
                    id = Column(Integer, Sequence("pp_biomass_seq"), primary_key=True) | 
            
            
                                                        
            
                                    
            
            
                | 
                    114
                 | 
                                    
                                                     | 
                
                 | 
                    bus_id = Column(Integer, nullable=True)  # Grid district id  | 
            
            
                                                        
            
                                    
            
            
                | 
                    115
                 | 
                                    
                                                     | 
                
                 | 
                    gens_id = Column(String, nullable=True)  # EinheitMastrNummer  | 
            
            
                                                        
            
                                    
            
            
                | 
                    116
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    117
                 | 
                                    
                                                     | 
                
                 | 
                    status = Column(String, nullable=True)  # EinheitBetriebsstatus  | 
            
            
                                                        
            
                                    
            
            
                | 
                    118
                 | 
                                    
                                                     | 
                
                 | 
                    commissioning_date = Column(DateTime, nullable=True)  # Inbetriebnahmedatum  | 
            
            
                                                        
            
                                    
            
            
                | 
                    119
                 | 
                                    
                                                     | 
                
                 | 
                    postcode = Column(String(5), nullable=True)  # Postleitzahl  | 
            
            
                                                        
            
                                    
            
            
                | 
                    120
                 | 
                                    
                                                     | 
                
                 | 
                    city = Column(String(50), nullable=True)  # Ort  | 
            
            
                                                        
            
                                    
            
            
                | 
                    121
                 | 
                                    
                                                     | 
                
                 | 
                    municipality = Column(String, nullable=True)  # Gemeinde  | 
            
            
                                                        
            
                                    
            
            
                | 
                    122
                 | 
                                    
                                                     | 
                
                 | 
                    federal_state = Column(String(31), nullable=True)  # Bundesland  | 
            
            
                                                        
            
                                    
            
            
                | 
                    123
                 | 
                                    
                                                     | 
                
                 | 
                    zip_and_municipality = Column(String, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    124
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    125
                 | 
                                    
                                                     | 
                
                 | 
                    technology = Column(String(45), nullable=True)  # Technologie  | 
            
            
                                                        
            
                                    
            
            
                | 
                    126
                 | 
                                    
                                                     | 
                
                 | 
                    fuel_name = Column(String(52), nullable=True)  # Hauptbrennstoff  | 
            
            
                                                        
            
                                    
            
            
                | 
                    127
                 | 
                                    
                                                     | 
                
                 | 
                    fuel_type = Column(String(19), nullable=True)  # Biomasseart  | 
            
            
                                                        
            
                                    
            
            
                | 
                    128
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    129
                 | 
                                    
                                                     | 
                
                 | 
                    capacity = Column(Float, nullable=True)  # Nettonennleistung  | 
            
            
                                                        
            
                                    
            
            
                | 
                    130
                 | 
                                    
                                                     | 
                
                 | 
                    th_capacity = Column(Float, nullable=True)  # ThermischeNutzleistung  | 
            
            
                                                        
            
                                    
            
            
                | 
                    131
                 | 
                                    
                                                     | 
                
                 | 
                    feedin_type = Column(String(47), nullable=True)  # Einspeisungsart  | 
            
            
                                                        
            
                                    
            
            
                | 
                    132
                 | 
                                    
                                                     | 
                
                 | 
                    voltage_level = Column(Integer, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    133
                 | 
                                    
                                                     | 
                
                 | 
                    voltage_level_inferred = Column(Boolean, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    134
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    135
                 | 
                                    
                                                     | 
                
                 | 
                    geometry_geocoded = Column(Boolean)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                    geom = Column(Geometry("POINT", 4326), index=True, nullable=True) | 
            
            
                                                        
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                class EgonPowerPlantsHydro(Base):  | 
            
            
                                                        
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                    __tablename__ = "egon_power_plants_hydro"  | 
            
            
                                                        
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                    __table_args__ = {"schema": "supply"} | 
            
            
                                                        
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                    id = Column(Integer, Sequence("pp_hydro_seq"), primary_key=True) | 
            
            
                                                        
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                    bus_id = Column(Integer, nullable=True)  # Grid district id  | 
            
            
                                                        
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                    gens_id = Column(String, nullable=True)  # EinheitMastrNummer  | 
            
            
                                                        
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                    status = Column(String, nullable=True)  # EinheitBetriebsstatus  | 
            
            
                                                        
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                    commissioning_date = Column(DateTime, nullable=True)  # Inbetriebnahmedatum  | 
            
            
                                                        
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                    postcode = Column(String(5), nullable=True)  # Postleitzahl  | 
            
            
                                                        
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                    city = Column(String(50), nullable=True)  # Ort  | 
            
            
                                                        
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                    municipality = Column(String, nullable=True)  # Gemeinde  | 
            
            
                                                        
            
                                    
            
            
                | 
                    153
                 | 
                                    
                                                     | 
                
                 | 
                    federal_state = Column(String(31), nullable=True)  # Bundesland  | 
            
            
                                                        
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                    zip_and_municipality = Column(String, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    155
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    156
                 | 
                                    
                                                     | 
                
                 | 
                    plant_type = Column(String(39), nullable=True)  # ArtDerWasserkraftanlage  | 
            
            
                                                        
            
                                    
            
            
                | 
                    157
                 | 
                                    
                                                     | 
                
                 | 
                    water_origin = Column(String(20), nullable=True)  # ArtDesZuflusses  | 
            
            
                                                        
            
                                    
            
            
                | 
                    158
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    159
                 | 
                                    
                                                     | 
                
                 | 
                    capacity = Column(Float, nullable=True)  # Nettonennleistung  | 
            
            
                                                        
            
                                    
            
            
                | 
                    160
                 | 
                                    
                                                     | 
                
                 | 
                    feedin_type = Column(String(47), nullable=True)  # Einspeisungsart  | 
            
            
                                                        
            
                                    
            
            
                | 
                    161
                 | 
                                    
                                                     | 
                
                 | 
                    voltage_level = Column(Integer, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    162
                 | 
                                    
                                                     | 
                
                 | 
                    voltage_level_inferred = Column(Boolean, nullable=True)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    163
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    164
                 | 
                                    
                                                     | 
                
                 | 
                    geometry_geocoded = Column(Boolean)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    165
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    166
                 | 
                                    
                                                     | 
                
                 | 
                    geom = Column(Geometry("POINT", 4326), index=True, nullable=True) | 
            
            
                                                        
            
                                    
            
            
                | 
                    167
                 | 
                                    
                                                     | 
                
                 | 
                 |