def testPerformAggregation(self):
cubeSetName = 'test-' + str(uuid.uuid4())
csvFileName = cubeSetName + '.csv'
shutil.copyfile('testdata.csv', cubeSetName + '.csv')
with open('test_binnings.json') as binnings_file:
binnings = json.load(binnings_file)
with open('test_agg.json') as agg_file:
aggs = json.load(agg_file)
cs = CubeSetService('testdb')
cs.createCubeSet("testOwner", cubeSetName, cubeSetName, csvFileName, binnings, None)
cs.performAggregation(cubeSetName, aggs)
agg = aggs[0]
aggCubeCells = cs.getAggregatedCubeCells(cubeSetName, agg['name'])
self.assertTrue (aggCubeCells.count(False) == 4)
for aggCubeCell in aggCubeCells:
self.assertTrue(len(aggCubeCell['dimensions']) == 2)
print aggCubeCell
print '---------'
agg = aggs[1]
aggCubeCells = cs.getAggregatedCubeCells(cubeSetName, agg['name'])
self.assertTrue (aggCubeCells.count(False) == 2)
for aggCubeCell in aggCubeCells:
self.assertTrue(len(aggCubeCell['dimensions']) == 1)
print aggCubeCell
print '---------'
agg = aggs[2]
aggCubeCells = cs.getAggregatedCubeCells(cubeSetName, agg['name'])
self.assertTrue (aggCubeCells.count(False) == 2)
for aggCubeCell in aggCubeCells:
self.assertTrue(len(aggCubeCell['dimensions']) == 1)
print aggCubeCell
print '---------'
os.remove(cubeSetName + '.csv')
def testAddCellsToSourceCube(self):
cubeSetName = 'test-' + str(uuid.uuid4())
csvFileName = cubeSetName + '.csv'
shutil.copyfile('testdata.csv', cubeSetName + '.csv')
with open('test_binnings.json') as binnings_file:
binnings = json.load(binnings_file)
with open('test_agg.json') as agg_file:
aggs = json.load(agg_file)
cs = CubeSetService('testdb')
cs.createCubeSet("testOwner", cubeSetName, cubeSetName, csvFileName, binnings, aggs)
cs.addCellsToSourceCube(cubeSetName, 'testdataIncremental.csv')
sourceCubeCells = cs.getSourceCubeCells(cubeSetName)
self.assertTrue(sourceCubeCells.count() == 21)
binnedCubeCells = cs.getBinnedCubeCells(cubeSetName)
dimkeys = []
for binnedCubeCell in binnedCubeCells:
dimkeys.append(binnedCubeCell['dimensionKey'])
dimkeys.sort()
self.assertTrue(dimkeys[0] == '#CustomerId:C1#PriceBin:0-5#ProductId:P1#QtyBin:0-5#Region:West#State:CA#Year:Year2014#Date:2014-10-11')
self.assertTrue(dimkeys[1] == '#CustomerId:C1#PriceBin:0-5#ProductId:P1#QtyBin:0-5#Region:West#State:CA#Year:Year2015#Date:2015-10-11')
self.assertTrue(dimkeys[2] == '#CustomerId:C1#PriceBin:0-5#ProductId:P1#QtyBin:0-5#Region:West#State:CA#Year:Year2016#Date:2016-10-11')
self.assertTrue(dimkeys[3] == '#CustomerId:C1#PriceBin:10+#ProductId:P1#QtyBin:0-5#Region:West#State:CA#Year:Year2014#Date:2014-10-10')
self.assertTrue(dimkeys[4] == '#CustomerId:C1#PriceBin:10+#ProductId:P1#QtyBin:0-5#Region:West#State:CA#Year:Year2015#Date:2015-10-10')
self.assertTrue(dimkeys[5] == '#CustomerId:C1#PriceBin:10+#ProductId:P1#QtyBin:0-5#Region:West#State:CA#Year:Year2016#Date:2016-10-10')
self.assertTrue(dimkeys[6] == '#CustomerId:C1#PriceBin:10+#ProductId:P2#QtyBin:0-5#Region:West#State:CA#Year:Year2014#Date:2014-10-11')
self.assertTrue(dimkeys[7] == '#CustomerId:C1#PriceBin:10+#ProductId:P2#QtyBin:0-5#Region:West#State:CA#Year:Year2015#Date:2015-10-11')
self.assertTrue(dimkeys[8] == '#CustomerId:C1#PriceBin:10+#ProductId:P2#QtyBin:0-5#Region:West#State:CA#Year:Year2016#Date:2016-10-11')
self.assertTrue(dimkeys[9] == '#CustomerId:C2#PriceBin:0-5#ProductId:P1#QtyBin:0-5#Region:NorthEast#State:NY#Year:Year2014#Date:2014-10-11')
self.assertTrue(dimkeys[10] == '#CustomerId:C2#PriceBin:0-5#ProductId:P1#QtyBin:0-5#Region:NorthEast#State:NY#Year:Year2015#Date:2015-10-11')
self.assertTrue(dimkeys[11] == '#CustomerId:C2#PriceBin:0-5#ProductId:P1#QtyBin:0-5#Region:NorthEast#State:NY#Year:Year2016#Date:2016-10-11')
self.assertTrue(dimkeys[12] == '#CustomerId:C2#PriceBin:10+#ProductId:P1#QtyBin:0-5#Region:NorthEast#State:NY#Year:Year2014#Date:2014-10-10')
self.assertTrue(dimkeys[13] == '#CustomerId:C2#PriceBin:10+#ProductId:P1#QtyBin:0-5#Region:NorthEast#State:NY#Year:Year2015#Date:2015-10-10')
self.assertTrue(dimkeys[14] == '#CustomerId:C2#PriceBin:10+#ProductId:P1#QtyBin:0-5#Region:NorthEast#State:NY#Year:Year2016#Date:2016-10-10')
self.assertTrue(dimkeys[15] == '#CustomerId:C2#PriceBin:5-10#ProductId:P2#QtyBin:0-5#Region:NorthEast#State:NY#Year:Year2014#Date:2014-10-10')
self.assertTrue(dimkeys[16] == '#CustomerId:C2#PriceBin:5-10#ProductId:P2#QtyBin:0-5#Region:NorthEast#State:NY#Year:Year2015#Date:2015-10-10')
self.assertTrue(dimkeys[17] == '#CustomerId:C2#PriceBin:5-10#ProductId:P2#QtyBin:0-5#Region:NorthEast#State:NY#Year:Year2016#Date:2016-10-10')
self.assertTrue(dimkeys[18] == '#CustomerId:C3#PriceBin:10+#ProductId:P1#QtyBin:5+#Region:NorthEast#State:MA#Year:Year2014#Date:2014-10-11')
self.assertTrue(dimkeys[19] == '#CustomerId:C3#PriceBin:10+#ProductId:P1#QtyBin:5+#Region:NorthEast#State:MA#Year:Year2015#Date:2015-10-11')
self.assertTrue(dimkeys[20] == '#CustomerId:C3#PriceBin:10+#ProductId:P1#QtyBin:5+#Region:NorthEast#State:MA#Year:Year2016#Date:2016-10-11')
agg = aggs[0]
aggCubeCells = cs.getAggregatedCubeCells(cubeSetName, agg['name'])
self.assertTrue (aggCubeCells.count(False) == 4)
for aggCubeCell in aggCubeCells:
self.assertTrue(len(aggCubeCell['dimensions']) == 2)
print aggCubeCell
print '---------'
agg = aggs[1]
aggCubeCells = cs.getAggregatedCubeCells(cubeSetName, agg['name'])
self.assertTrue (aggCubeCells.count(False) == 2)
for aggCubeCell in aggCubeCells:
self.assertTrue(len(aggCubeCell['dimensions']) == 1)
print aggCubeCell
print '---------'
agg = aggs[2]
aggCubeCells = cs.getAggregatedCubeCells(cubeSetName, agg['name'])
self.assertTrue (aggCubeCells.count(False) == 2)
for aggCubeCell in aggCubeCells:
self.assertTrue(len(aggCubeCell['dimensions']) == 1)
print aggCubeCell
print '---------'
os.remove(cubeSetName + '.csv')