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from vtk import *
import os.path
data_dir = "../../../../VTKData/Data/Infovis/SQLite/"
if not os.path.exists(data_dir):
data_dir = "../../../../../VTKData/Data/Infovis/SQLite/"
if not os.path.exists(data_dir):
data_dir = "../../../../../../VTKData/Data/Infovis/SQLite/"
sqlite_file = data_dir + "temperatures.db"
# Pull the table from the database
databaseToTable = vtkSQLDatabaseTableSource()
databaseToTable.SetURL("sqlite://" + sqlite_file)
databaseToTable.SetQuery("select * from main_tbl")
# How many rows does the input table have?
databaseToTable.Update()
inputTable = databaseToTable.GetOutput()
numRows = inputTable.GetNumberOfRows()
print "Input Table Rows: " , numRows
# Divide the table into 4
# Note1: using data specific method
subSize = numRows/4
leftOver = numRows - subSize*4
print "subSize: ", subSize
print "leftOver: ", leftOver
# Python knows nothing of enumerated types
# 6 = vtkDataObject::FIELD_ASSOCIATION_ROWS
# Mode = ACCEPT_LESS_THAN = 0, ACCEPT_GREATER_THAN = 1, ACCEPT_BETWEEN = 2, ACCEPT_OUTSIDE = 3
threshold = vtkThresholdTable()
threshold.SetInput(inputTable)
threshold.SetInputArrayToProcess(0,0,0,6, "id")
threshold.SetMode(2)
threshold.SetMinValue(vtkVariant(0))
threshold.SetMaxValue(vtkVariant(subSize-1))
threshold.Update()
subTable1 = vtkTable()
subTable1.DeepCopy(threshold.GetOutput())
subTable1.Dump(10)
threshold.SetMinValue(vtkVariant(subSize))
threshold.SetMaxValue(vtkVariant(subSize*2-1))
threshold.Update()
subTable2 = vtkTable()
subTable2.DeepCopy(threshold.GetOutput())
subTable2.Dump(10)
threshold.SetMinValue(vtkVariant(subSize*2))
threshold.SetMaxValue(vtkVariant(subSize*3-1))
threshold.Update()
subTable3 = vtkTable()
subTable3.DeepCopy(threshold.GetOutput())
threshold.SetMinValue(vtkVariant(subSize*3))
threshold.SetMaxValue(vtkVariant(subSize*4+leftOver-1))
threshold.Update()
subTable4 = vtkTable()
subTable4.DeepCopy(threshold.GetOutput())
print "SubTable1 Rows: " , subTable1.GetNumberOfRows()
print "SubTable2 Rows: " , subTable2.GetNumberOfRows()
print "SubTable3 Rows: " , subTable3.GetNumberOfRows()
print "SubTable4 Rows: " , subTable4.GetNumberOfRows()
# Calculate offline(non-streaming) descriptive statistics
print "# Calculate offline descriptive statistics:"
ds = vtkDescriptiveStatistics()
ds.SetInput(inputTable)
ds.AddColumn("Temp1")
ds.AddColumn("Temp2")
ds.Update()
dStats = ds.GetOutputDataObject( 1 )
dPrimary = dStats.GetBlock( 0 )
dDerived = dStats.GetBlock( 1 )
dPrimary.Dump( 15 )
dDerived.Dump( 15 )
inter = vtkDescriptiveStatistics()
inter.AddColumn("Temp1")
inter.AddColumn("Temp2")
# Calculate online(streaming) descriptive statistics
print "# Calculate online descriptive statistics:"
ss = vtkStreamingStatistics()
ss.SetStatisticsAlgorithm(inter)
ss.SetInput(subTable1)
ss.Update()
ss.SetInput(subTable2)
ss.Update()
ss.SetInput(subTable3)
ss.Update()
ss.SetInput(subTable4)
ss.Update()
sStats = ss.GetOutputDataObject( 1 )
sPrimary = sStats.GetBlock( 0 )
sDerived = sStats.GetBlock( 1 )
sPrimary.Dump( 15 )
sDerived.Dump( 15 )
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