def TMatrixCalc(self, TMatrix_Planned_Input, thread=3):
try:
logging.info("T-Matrix calculation started.")
division = thread
TMatrix_Planned_Input_Chopped = GF.DivideArray(
numberOfDivisions=division, List=TMatrix_Planned_Input)
func = partial(self.TMatrixInterpolator,
self.__TMatrix_DB_Main_Data_Full,
self.__TMatrix_DB_Main_Unique_Values,
self.__TMatrix_DB_Main_ABS_Coeff_Full,
self.__TMatrix_DB_Main_SCT_Coeff_Full)
arrInTMatrix = []
arrOutTMatrix = []
with ThreadPoolExecutor() as executor:
for inputs, outputs in zip(
TMatrix_Planned_Input_Chopped,
executor.map(func, TMatrix_Planned_Input_Chopped)):
arrInTMatrix.append(inputs)
arrOutTMatrix.append(outputs)
####################################
self.__TMatrix_Interpolation_Input = []
self.__TMatrix_Interpolation_Output = []
for i in range(division):
for j in range(len(arrInTMatrix[i])):
self.__TMatrix_Interpolation_Input.append(
arrInTMatrix[i][j])
for j in range(len(arrOutTMatrix[i][0])):
arrT = []
arrT.append(arrOutTMatrix[i][0][j])
arrT.append(arrOutTMatrix[i][1][j])
self.__TMatrix_Interpolation_Output.append(arrT)
logging.info("T-Matrix calculation finished.")
return self.__TMatrix_Interpolation_Input, self.__TMatrix_Interpolation_Output
except Exception as e:
logging.exception(e)
raise
'Df', 'R_RI', 'I_RI', 'MP', 'Np', 'Ext_CS_M', 'Sca_CS_M', 'Abs_CS_M'
]
tableName = 'Raw_V1'
DB.createTable(INFO=DB_Info,
TableName=tableName,
arrHeaderNamesInput=Header)
##############################################################################
List2D1p8 = GF.DAT_To2DList(address=Address1p8)
List2D1p8 = GF.ChangeColumnOf2D(list=List2D1p8,
columnNumber=0,
changeTo="1.8")
List2D1p8 = GF.SelectColumnsList(columnIndex=[0, 1, 2, 3, 4, 6, 7, 8],
list=List2D1p8)
numberDivisions = 4
List2D1p8_M = GF.DivideArray(numberDivisions, List2D1p8)
for i in range(numberDivisions):
DB.insertArrayIntoTable(INFO=DB_Info,
TableName=tableName,
NameArray=Header,
Array=List2D1p8_M[i])
##############################################################################
List2D2p3 = GF.DAT_To2DList(address=Address2p3)
List2D2p3 = GF.ChangeColumnOf2D(list=List2D2p3,
columnNumber=0,
changeTo="2.3")
List2D2p3 = GF.SelectColumnsList(columnIndex=[0, 1, 2, 3, 4, 6, 7, 8],
list=List2D2p3)
numberDivisions = 4
List2D2p3_M = GF.DivideArray(numberDivisions, List2D2p3)
for i in range(numberDivisions):
