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from dataclasses import dataclass
from typing import Dict, List, Optional, Annotated
from pydantic import BaseModel, BeforeValidator, Field, field_validator # Use Pydantic's Field
from semantic_kernel.data import (
DistanceFunction,
IndexKind,
VectorStoreRecordDataField,
VectorStoreRecordKeyField,
VectorStoreRecordVectorField,
vectorstoremodel
)
class LampConnections(BaseModel):
min: float
max: float
@field_validator('min', 'max', mode='before')
def convert_values(cls, v):
v_str = str(v)
# Handle comma decimals
v_str = v_str.replace(',', '.')
return float(v_str)
class VoltageRange(BaseModel):
min: float
max: float
@field_validator('min', 'max', mode='before')
def convert_values(cls, v):
v_str = str(v)
# Handle comma decimals
v_str = v_str.replace(',', '.')
return float(v_str)
@vectorstoremodel
class PowerConverterVector(BaseModel):
id: Annotated[str, VectorStoreRecordKeyField]=Field(None, alias="id")
artnr: Annotated[int, VectorStoreRecordDataField()] = Field(..., alias="artnr")
ip: Annotated[int, VectorStoreRecordDataField()] = Field(..., alias="ip")
type: Annotated[str, VectorStoreRecordDataField()] = Field(None, alias="type")
lamps: Dict[str, LampConnections] = None
name: Annotated[str, VectorStoreRecordDataField()] = Field(None, alias="name")
efficiency_full_load: Annotated[float, VectorStoreRecordDataField()] = Field(None, alias="efficiency_full_load")
pdf_link: Annotated[str, VectorStoreRecordDataField()] = None
converter_description: Annotated[str, VectorStoreRecordDataField()] = Field(None, alias="converter_description")
nom_input_voltage: Optional[VoltageRange] = Field(None, alias="nom_input_voltage_v")
output_voltage: Optional[VoltageRange] = Field(None, alias="output_voltage_v")
unit: Annotated[str, VectorStoreRecordDataField()] = Field(None, alias="unit")
price: Annotated[float, VectorStoreRecordDataField()] = Field(None, alias="listprice")
life_cycle: Annotated[str, VectorStoreRecordDataField()] = Field(None, alias="lifecycle")
size: Annotated[str, VectorStoreRecordDataField()] = Field(None, alias="size")
ccr_amplitude: Annotated[str, VectorStoreRecordDataField()] = Field(None, alias="ccr_amplitude")
dimmability: Annotated[str, VectorStoreRecordDataField()] = Field(None, alias="dimmability")
dim_list_type: Annotated[str, VectorStoreRecordDataField()] = Field(None, alias="dimlist_type")
gross_weight: Annotated[float, VectorStoreRecordDataField()] = Field(None, alias="gross_weight")
strain_relief: Annotated[str, VectorStoreRecordDataField()] = Field(None, alias="strain_relief")
embedding: Annotated[List[float], VectorStoreRecordVectorField(
dimensions=1536,
distance_function=DistanceFunction.COSINE_DISTANCE,
index_kind=IndexKind.DISK_ANN
)] = Field(default_factory=list)
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