diff --git a/tests/ci/expected/all_outputs/output/ri_S1_selt.parquet b/tests/ci/expected/all_outputs/output/ri_S1_selt.parquet
index 13c53920..fd07e58a 100644
Binary files a/tests/ci/expected/all_outputs/output/ri_S1_selt.parquet and b/tests/ci/expected/all_outputs/output/ri_S1_selt.parquet differ
diff --git a/tests/ci/expected/all_outputs/output/ri_S1_splt.parquet b/tests/ci/expected/all_outputs/output/ri_S1_splt.parquet
index 03909774..d978ca2f 100644
Binary files a/tests/ci/expected/all_outputs/output/ri_S1_splt.parquet and b/tests/ci/expected/all_outputs/output/ri_S1_splt.parquet differ
diff --git a/tests/ci/expected/all_outputs/output/ri_S1_summarycalc.csv b/tests/ci/expected/all_outputs/output/ri_S1_summarycalc.csv
index e42c5ff8..9ff3da05 100644
--- a/tests/ci/expected/all_outputs/output/ri_S1_summarycalc.csv
+++ b/tests/ci/expected/all_outputs/output/ri_S1_summarycalc.csv
@@ -1,5 +1,6 @@
 event_id,summary_id,sidx,loss
 1,1,-1,0.00
+1,1,1,0.00
 2,1,-1,687026.56
 2,1,1,724176.88
 3,1,-1,2117835.75
@@ -9,6 +10,7 @@ event_id,summary_id,sidx,loss
 12,1,-1,0.00
 12,1,1,29703.25
 17,1,-1,0.00
+17,1,1,0.00
 27,1,-1,1410577.75
 27,1,1,368569.38
 32,1,-1,0.00
@@ -16,99 +18,139 @@ event_id,summary_id,sidx,loss
 33,1,-1,0.00
 33,1,1,219831.52
 34,1,-1,0.00
+34,1,1,0.00
 36,1,-1,0.00
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 37,1,-1,0.00
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 38,1,-1,0.00
 38,1,1,140814.38
 41,1,-1,5524.70
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 43,1,-1,2129240.50
 43,1,1,2116083.25
 44,1,-1,698598.56
 44,1,1,923355.88
 46,1,-1,0.00
+46,1,1,0.00
 48,1,-1,0.00
 48,1,1,238245.25
 51,1,-1,952403.50
 51,1,1,857882.56
 64,1,-1,0.00
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 66,1,-1,1197104.88
 66,1,1,1683502.50
 72,1,-1,259027.67
 72,1,1,388450.81
 74,1,-1,0.00
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 75,1,-1,0.00
 75,1,1,67091.09
 76,1,-1,29868.57
 76,1,1,170958.84
 78,1,-1,0.00
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 79,1,-1,238922.67
 79,1,1,1089805.00
 84,1,-1,238922.67
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 102,1,1,198710.70
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 120,1,1,212922.91
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 282,1,-1,0.00
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 283,1,-1,0.00
 283,1,1,53823.01
 286,1,-1,0.00
@@ -116,6 +158,7 @@ event_id,summary_id,sidx,loss
 287,1,-1,238922.67
 287,1,1,185458.83
 289,1,-1,0.00
+289,1,1,0.00
 290,1,-1,19725.29
 290,1,1,139182.81
 291,1,-1,1858647.88
@@ -127,35 +170,47 @@ event_id,summary_id,sidx,loss
 294,1,-1,1436369.88
 294,1,1,1773114.88
 297,1,-1,43561.98
+297,1,1,0.00
 301,1,-1,2091049.62
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 307,1,-1,940316.38
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 362,1,-1,0.00
+362,1,1,0.00
 364,1,-1,0.00
 364,1,1,224838.83
 367,1,-1,0.00
@@ -165,15 +220,21 @@ event_id,summary_id,sidx,loss
 372,1,-1,0.00
 372,1,1,36995.05
 375,1,-1,0.00
+375,1,1,0.00
 380,1,-1,0.00
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 389,1,1,407156.03
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 402,1,-1,0.00
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 408,1,-1,1608549.38
 408,1,1,968489.00
 423,1,-1,238922.67
@@ -189,22 +250,35 @@ event_id,summary_id,sidx,loss
 441,1,-1,0.00
 441,1,1,42529.34
 442,1,-1,0.00
+442,1,1,0.00
 444,1,-1,0.00
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 498,1,1,135130.73
 500,1,-1,1946750.25
@@ -214,44 +288,67 @@ event_id,summary_id,sidx,loss
 506,1,-1,0.00
 506,1,1,102032.96
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@@ -259,28 +356,41 @@ event_id,summary_id,sidx,loss
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 652,1,1,1725925.38
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 713,1,-1,1853126.25
@@ -288,18 +398,27 @@ event_id,summary_id,sidx,loss
 714,1,-1,2143671.25
 714,1,1,2147843.50
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@@ -307,8 +426,11 @@ event_id,summary_id,sidx,loss
 780,1,-1,687026.56
 780,1,1,1318270.50
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@@ -318,21 +440,31 @@ event_id,summary_id,sidx,loss
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@@ -340,14 +472,19 @@ event_id,summary_id,sidx,loss
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@@ -355,28 +492,41 @@ event_id,summary_id,sidx,loss
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@@ -386,6 +536,7 @@ event_id,summary_id,sidx,loss
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@@ -393,96 +544,139 @@ event_id,summary_id,sidx,loss
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 1225,1,-1,0.00
+1225,1,1,0.00
 1226,1,-1,0.00
 1226,1,1,79397.90
 1227,1,-1,0.00
+1227,1,1,0.00
 1229,1,-1,738881.50
 1229,1,1,476840.75
 1231,1,-1,1853126.25
 1231,1,1,1959842.50
 1239,1,-1,21246.79
+1239,1,1,0.00
 1243,1,-1,29868.57
 1243,1,1,64267.84
 1255,1,-1,5524.70
+1255,1,1,0.00
 1262,1,-1,0.00
+1262,1,1,0.00
 1265,1,-1,0.00
 1265,1,1,8081.43
 1267,1,-1,0.00
+1267,1,1,0.00
 1271,1,-1,2140688.50
 1271,1,1,2139438.00
 1274,1,-1,50662.29
+1274,1,1,0.00
 1275,1,-1,687026.56
 1275,1,1,1277058.88
 1285,1,-1,0.00
+1285,1,1,0.00
 1290,1,-1,0.00
+1290,1,1,0.00
 1294,1,-1,1161041.12
 1294,1,1,1052144.88
 1296,1,-1,0.00
@@ -490,51 +684,74 @@ event_id,summary_id,sidx,loss
 1303,1,-1,0.00
 1303,1,1,259289.52
 1305,1,-1,272721.09
+1305,1,1,0.00
 1308,1,-1,0.00
 1308,1,1,34744.36
 1309,1,-1,0.00
+1309,1,1,0.00
 1322,1,-1,3496.05
+1322,1,1,0.00
 1323,1,-1,0.00
 1323,1,1,22142.21
 1324,1,-1,3496.05
+1324,1,1,0.00
 1325,1,-1,29868.57
 1325,1,1,106681.41
 1330,1,-1,0.00
+1330,1,1,0.00
 1332,1,-1,0.00
+1332,1,1,0.00
 1334,1,-1,25304.09
+1334,1,1,0.00
 1342,1,-1,0.00
 1342,1,1,2046.64
 1345,1,-1,0.00
+1345,1,1,0.00
 1348,1,-1,0.00
+1348,1,1,0.00
 1361,1,-1,2152020.75
 1361,1,1,2132382.75
 1368,1,-1,489911.50
 1368,1,1,181321.22
 1373,1,-1,0.00
+1373,1,1,0.00
 1377,1,-1,11103.51
+1377,1,1,0.00
 1379,1,-1,1467.40
+1379,1,1,0.00
 1382,1,-1,0.00
+1382,1,1,0.00
 1384,1,-1,698598.56
 1384,1,1,378292.44
 1389,1,-1,1649842.38
 1389,1,1,2066202.62
 1391,1,-1,0.00
+1391,1,1,0.00
 1392,1,-1,0.00
+1392,1,1,0.00
 1395,1,-1,0.00
+1395,1,1,0.00
 1398,1,-1,0.00
 1398,1,1,9629.31
 1399,1,-1,460981.47
 1399,1,1,231384.66
 1405,1,-1,0.00
+1405,1,1,0.00
 1407,1,-1,0.00
+1407,1,1,0.00
 1413,1,-1,940316.38
 1413,1,1,399274.16
 1419,1,-1,0.00
+1419,1,1,0.00
 1424,1,-1,0.00
+1424,1,1,0.00
 1427,1,-1,0.00
+1427,1,1,0.00
 1437,1,-1,0.00
 1437,1,1,67578.27
 1440,1,-1,0.00
+1440,1,1,0.00
 1446,1,-1,0.00
 1446,1,1,109969.30
 1447,1,-1,0.00
+1447,1,1,0.00
diff --git a/tests/ci/expected/case_5/output/ri_S1_selt.csv b/tests/ci/expected/case_5/output/ri_S1_selt.csv
index f704423e..042d7017 100644
--- a/tests/ci/expected/case_5/output/ri_S1_selt.csv
+++ b/tests/ci/expected/case_5/output/ri_S1_selt.csv
@@ -1,8 +1,15 @@
 EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1,1,-1,0.00,0.00
 1,1,1,143164.83,871198.00
+1,1,2,0.00,0.00
+1,1,3,0.00,0.00
 1,1,4,16886.24,871198.00
+1,1,5,0.00,0.00
+1,1,6,0.00,0.00
+1,1,7,0.00,0.00
 1,1,8,65803.34,871198.00
+1,1,9,0.00,0.00
+1,1,10,0.00,0.00
 2,1,-1,687026.56,2010836.62
 2,1,1,557678.00,2010836.62
 2,1,2,907927.56,2010836.62
@@ -37,10 +44,27 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 5,1,9,337641.62,1981235.75
 5,1,10,299869.69,1981235.75
 12,1,-1,0.00,0.00
+12,1,1,0.00,0.00
 12,1,2,117821.09,1103072.50
+12,1,3,0.00,0.00
+12,1,4,0.00,0.00
+12,1,5,0.00,0.00
 12,1,6,92482.81,1103072.50
+12,1,7,0.00,0.00
+12,1,8,0.00,0.00
+12,1,9,0.00,0.00
+12,1,10,0.00,0.00
 17,1,-1,0.00,0.00
+17,1,1,0.00,0.00
 17,1,2,305876.25,960001.25
+17,1,3,0.00,0.00
+17,1,4,0.00,0.00
+17,1,5,0.00,0.00
+17,1,6,0.00,0.00
+17,1,7,0.00,0.00
+17,1,8,0.00,0.00
+17,1,9,0.00,0.00
+17,1,10,0.00,0.00
 27,1,-1,1410577.75,2109506.25
 27,1,1,605531.44,2109506.25
 27,1,2,921293.12,2109506.25
@@ -54,31 +78,81 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 27,1,10,1902705.25,2109506.25
 32,1,-1,0.00,0.00
 32,1,1,24118.55,1024136.50
+32,1,2,0.00,0.00
 32,1,3,190893.75,1024136.50
+32,1,4,0.00,0.00
+32,1,5,0.00,0.00
+32,1,6,0.00,0.00
 32,1,7,51660.73,1024136.50
 32,1,8,181149.34,1024136.50
 32,1,9,104965.31,1024136.50
+32,1,10,0.00,0.00
 33,1,-1,0.00,0.00
 33,1,1,15117.82,861331.06
+33,1,2,0.00,0.00
+33,1,3,0.00,0.00
+33,1,4,0.00,0.00
 33,1,5,85463.71,861331.06
+33,1,6,0.00,0.00
+33,1,7,0.00,0.00
+33,1,8,0.00,0.00
 33,1,9,116841.53,861331.06
+33,1,10,0.00,0.00
 34,1,-1,0.00,0.00
+34,1,1,0.00,0.00
+34,1,2,0.00,0.00
+34,1,3,0.00,0.00
+34,1,4,0.00,0.00
 34,1,5,40871.45,890932.06
+34,1,6,0.00,0.00
+34,1,7,0.00,0.00
+34,1,8,0.00,0.00
 34,1,9,135667.89,890932.06
 34,1,10,86624.20,890932.06
 36,1,-1,0.00,0.00
 36,1,1,18836.38,890932.06
 36,1,2,209778.66,890932.06
+36,1,3,0.00,0.00
+36,1,4,0.00,0.00
+36,1,5,0.00,0.00
+36,1,6,0.00,0.00
+36,1,7,0.00,0.00
 36,1,8,44722.63,890932.06
+36,1,9,0.00,0.00
+36,1,10,0.00,0.00
 37,1,-1,0.00,0.00
+37,1,1,0.00,0.00
+37,1,2,0.00,0.00
+37,1,3,0.00,0.00
+37,1,4,0.00,0.00
+37,1,5,0.00,0.00
+37,1,6,0.00,0.00
 37,1,7,227241.20,920533.12
 37,1,8,22959.75,920533.12
+37,1,9,0.00,0.00
+37,1,10,0.00,0.00
 38,1,-1,0.00,0.00
+38,1,1,0.00,0.00
+38,1,2,0.00,0.00
+38,1,3,0.00,0.00
+38,1,4,0.00,0.00
+38,1,5,0.00,0.00
+38,1,6,0.00,0.00
+38,1,7,0.00,0.00
+38,1,8,0.00,0.00
+38,1,9,0.00,0.00
 38,1,10,313546.78,871198.00
 41,1,-1,5524.70,1320146.75
 41,1,1,43404.45,1320146.75
+41,1,2,0.00,0.00
+41,1,3,0.00,0.00
+41,1,4,0.00,0.00
 41,1,5,321692.06,1320146.75
+41,1,6,0.00,0.00
 41,1,7,118301.18,1320146.75
+41,1,8,0.00,0.00
+41,1,9,0.00,0.00
+41,1,10,0.00,0.00
 43,1,-1,2129240.50,2129240.50
 43,1,1,2128535.00,2129240.50
 43,1,2,2129321.25,2129240.50
@@ -102,11 +176,27 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 44,1,9,188030.02,2050304.62
 44,1,10,1486713.50,2050304.62
 46,1,-1,0.00,0.00
+46,1,1,0.00,0.00
 46,1,2,3111.72,900799.00
+46,1,3,0.00,0.00
+46,1,4,0.00,0.00
+46,1,5,0.00,0.00
+46,1,6,0.00,0.00
+46,1,7,0.00,0.00
+46,1,8,0.00,0.00
+46,1,9,0.00,0.00
+46,1,10,0.00,0.00
 48,1,-1,0.00,0.00
+48,1,1,0.00,0.00
+48,1,2,0.00,0.00
 48,1,3,153043.66,920533.12
+48,1,4,0.00,0.00
+48,1,5,0.00,0.00
+48,1,6,0.00,0.00
 48,1,7,118535.60,920533.12
+48,1,8,0.00,0.00
 48,1,9,152092.23,920533.12
+48,1,10,0.00,0.00
 51,1,-1,952403.50,2094705.88
 51,1,1,1990847.62,2094705.88
 51,1,2,1242752.12,2094705.88
@@ -119,9 +209,16 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 51,1,9,790989.19,2094705.88
 51,1,10,958497.12,2094705.88
 64,1,-1,0.00,0.00
+64,1,1,0.00,0.00
 64,1,2,237968.03,920533.12
+64,1,3,0.00,0.00
 64,1,4,7443.15,920533.12
+64,1,5,0.00,0.00
+64,1,6,0.00,0.00
+64,1,7,0.00,0.00
+64,1,8,0.00,0.00
 64,1,9,245465.27,920533.12
+64,1,10,0.00,0.00
 66,1,-1,1197104.88,2094706.25
 66,1,1,1370949.38,2094706.25
 66,1,2,1065662.25,2094706.25
@@ -136,7 +233,9 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 72,1,-1,259027.67,1675358.75
 72,1,1,745155.25,1675358.75
 72,1,2,377982.94,1675358.75
+72,1,3,0.00,0.00
 72,1,4,221400.34,1675358.75
+72,1,5,0.00,0.00
 72,1,6,39013.22,1675358.75
 72,1,7,9408.61,1675358.75
 72,1,8,142151.25,1675358.75
@@ -144,32 +243,58 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 72,1,10,487928.16,1675358.75
 74,1,-1,0.00,0.00
 74,1,1,42341.40,920533.12
+74,1,2,0.00,0.00
 74,1,3,16818.63,920533.12
+74,1,4,0.00,0.00
+74,1,5,0.00,0.00
+74,1,6,0.00,0.00
 74,1,7,94963.83,920533.12
+74,1,8,0.00,0.00
 74,1,9,194901.25,920533.12
+74,1,10,0.00,0.00
 75,1,-1,0.00,0.00
+75,1,1,0.00,0.00
 75,1,2,385352.34,1024136.50
 75,1,3,134231.80,1024136.50
 75,1,4,2344.80,1024136.50
+75,1,5,0.00,0.00
+75,1,6,0.00,0.00
+75,1,7,0.00,0.00
+75,1,8,0.00,0.00
+75,1,9,0.00,0.00
+75,1,10,0.00,0.00
 76,1,-1,29868.57,1556954.50
+76,1,1,0.00,0.00
+76,1,2,0.00,0.00
 76,1,3,60039.64,1556954.50
+76,1,4,0.00,0.00
 76,1,5,365295.00,1556954.50
 76,1,6,14394.77,1556954.50
+76,1,7,0.00,0.00
 76,1,8,74543.63,1556954.50
 76,1,9,123622.78,1556954.50
 76,1,10,108137.77,1556954.50
 78,1,-1,0.00,0.00
+78,1,1,0.00,0.00
+78,1,2,0.00,0.00
 78,1,3,543943.31,1132673.62
+78,1,4,0.00,0.00
 78,1,5,24552.97,1132673.62
+78,1,6,0.00,0.00
 78,1,7,10436.63,1132673.62
+78,1,8,0.00,0.00
+78,1,9,0.00,0.00
+78,1,10,0.00,0.00
 79,1,-1,238922.67,1872698.50
 79,1,1,228146.95,1872698.50
 79,1,2,517115.53,1872698.50
 79,1,3,157358.45,1872698.50
 79,1,4,448825.31,1872698.50
 79,1,5,301894.09,1872698.50
+79,1,6,0.00,0.00
 79,1,7,229585.83,1872698.50
 79,1,8,159519.55,1872698.50
+79,1,9,0.00,0.00
 79,1,10,740994.00,1872698.50
 84,1,-1,238922.67,1872698.50
 84,1,1,51344.92,1872698.50
@@ -178,67 +303,164 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 84,1,4,237782.42,1872698.50
 84,1,5,360848.38,1872698.50
 84,1,6,249165.47,1872698.50
+84,1,7,0.00,0.00
 84,1,8,416140.00,1872698.50
 84,1,9,327938.56,1872698.50
+84,1,10,0.00,0.00
 85,1,-1,0.00,0.00
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 85,1,3,173227.94,1024136.50
+85,1,4,0.00,0.00
 85,1,5,89645.94,1024136.50
 85,1,6,127965.16,1024136.50
+85,1,7,0.00,0.00
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 87,1,-1,0.00,0.00
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+87,1,3,0.00,0.00
 87,1,4,28490.25,871198.00
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 87,1,6,3306.16,871198.00
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 89,1,-1,0.00,0.00
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 89,1,4,113361.65,871198.00
 89,1,5,51438.54,871198.00
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 89,1,7,254805.75,871198.00
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 92,1,-1,0.00,0.00
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 92,1,3,93184.89,920533.12
 92,1,4,42922.58,920533.12
 92,1,5,272433.47,920533.12
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 92,1,7,20066.91,920533.12
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 102,1,-1,0.00,0.00
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 102,1,3,163922.70,1038937.00
 102,1,4,123756.87,1038937.00
 102,1,5,121858.80,1038937.00
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 102,1,8,34131.82,1038937.00
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 105,1,-1,0.00,0.00
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 105,1,2,5870.75,871198.00
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 105,1,8,234523.98,871198.00
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 105,1,10,196506.61,871198.00
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 115,1,-1,284293.09,1848031.38
 115,1,1,675932.00,1848031.38
 115,1,2,73077.54,1848031.38
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 115,1,4,192617.91,1848031.38
 115,1,5,450873.69,1848031.38
 115,1,6,504787.94,1848031.38
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 119,1,2,107433.96,1024136.50
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 120,1,-1,21246.79,1473085.12
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 120,1,3,232229.91,1473085.12
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 120,1,9,254226.45,1473085.12
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 125,1,-1,0.00,0.00
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 125,1,3,475108.66,1103072.50
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 132,1,-1,0.00,0.00
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 132,1,4,158602.48,920533.12
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@@ -399,48 +792,102 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -482,10 +935,15 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -510,13 +968,26 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -530,20 +1001,47 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 320,1,-1,0.00,0.00
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@@ -622,47 +1199,104 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -796,31 +1563,81 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 533,1,1,394188.56,2084839.12
 533,1,2,876143.38,2084839.12
@@ -833,32 +1650,82 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -871,7 +1738,14 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 586,1,-1,940316.38,2070038.38
@@ -879,6 +1753,7 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -887,55 +1762,146 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -948,11 +1914,27 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 642,1,10,2129198.00,2129240.50
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@@ -976,7 +1958,16 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 652,1,10,1283312.12,2094706.25
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 658,1,2,2016403.62,2119373.75
@@ -989,9 +1980,16 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 658,1,10,2055083.62,2119373.75
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@@ -1004,53 +2002,124 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1059,23 +2128,31 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1115,6 +2192,13 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 720,1,1,78033.46,2010836.62
 720,1,2,470508.03,2010836.62
@@ -1127,14 +2211,38 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 720,1,10,918138.00,2010836.62
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@@ -1148,29 +2256,81 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1183,58 +2343,136 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 861,1,-1,489911.50,2020703.75
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@@ -1295,8 +2596,14 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 861,1,10,1009549.12,2020703.75
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 862,1,9,73250.80,861331.06
 862,1,10,19613.33,861331.06
 864,1,-1,2165023.75,2124307.25
@@ -1311,20 +2618,42 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 864,1,10,2076057.25,2124307.25
 868,1,-1,0.00,0.00
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 880,1,4,135913.00,1872698.50
 880,1,5,495264.66,1872698.50
 880,1,6,156739.09,1872698.50
@@ -1333,23 +2662,42 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 880,1,10,169249.30,1872698.50
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 898,1,5,634017.81,1803629.88
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@@ -1358,35 +2706,91 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 898,1,10,355786.31,1803629.88
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@@ -1403,50 +2807,112 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1461,12 +2927,14 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1480,167 +2948,423 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1650,48 +3374,129 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1756,29 +3608,71 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1231,1,10,1775319.12,2109506.25
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 1271,1,-1,2140688.50,2129240.50
 1271,1,1,2197124.50,2129240.50
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@@ -1791,11 +3685,16 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1271,1,9,2105986.00,2129240.50
 1271,1,10,2158598.00,2129240.50
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 1275,1,-1,687026.56,2010836.62
 1275,1,1,1705585.75,2010836.62
 1275,1,2,927207.06,2010836.62
@@ -1804,16 +3703,31 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1275,1,5,605267.94,2010836.62
 1275,1,6,356654.12,2010836.62
 1275,1,7,711274.50,2010836.62
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 1294,1,-1,1161041.12,2099639.75
 1294,1,1,1130216.25,2099639.75
 1294,1,2,551396.62,2099639.75
@@ -1826,13 +3740,27 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1294,1,10,811340.00,2099639.75
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 1305,1,-1,272721.09,1808562.75
 1305,1,1,428392.88,1808562.75
 1305,1,2,8817.49,1808562.75
@@ -1845,24 +3773,62 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1305,1,10,152868.31,1808562.75
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@@ -1870,28 +3836,74 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1361,1,1,2124497.50,2129240.50
 1361,1,2,2174759.75,2129240.50
@@ -1905,6 +3917,7 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1361,1,10,2201500.75,2129240.50
 1368,1,-1,489911.50,2020703.75
 1368,1,1,393547.06,2020703.75
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 1368,1,3,495003.09,2020703.75
 1368,1,4,312189.31,2020703.75
 1368,1,5,950805.06,2020703.75
@@ -1914,19 +3927,49 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1368,1,10,367867.25,2020703.75
 1373,1,-1,0.00,0.00
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 1384,1,-1,698598.56,2050304.62
 1384,1,1,1199879.00,2050304.62
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@@ -1950,22 +3993,49 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1389,1,9,2032157.75,2114440.00
 1389,1,10,2085980.88,2114440.00
 1391,1,-1,0.00,0.00
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 1399,1,-1,460981.47,1922033.75
 1399,1,1,155686.28,1922033.75
 1399,1,2,692690.12,1922033.75
@@ -1978,12 +4048,27 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1399,1,9,74516.71,1922033.75
 1399,1,10,417387.09,1922033.75
 1405,1,-1,0.00,0.00
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 1405,1,9,38255.25,841597.25
+1405,1,10,0.00,0.00
 1407,1,-1,0.00,0.00
+1407,1,1,0.00,0.00
+1407,1,2,0.00,0.00
 1407,1,3,114546.13,960001.25
+1407,1,4,0.00,0.00
 1407,1,5,14877.66,960001.25
+1407,1,6,0.00,0.00
+1407,1,7,0.00,0.00
+1407,1,8,0.00,0.00
 1407,1,9,98462.42,960001.25
+1407,1,10,0.00,0.00
 1413,1,-1,940316.38,2070038.38
 1413,1,1,718195.25,2070038.38
 1413,1,2,579588.12,2070038.38
@@ -1996,29 +4081,79 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1413,1,9,848220.00,2070038.38
 1413,1,10,508943.19,2070038.38
 1419,1,-1,0.00,0.00
+1419,1,1,0.00,0.00
+1419,1,2,0.00,0.00
 1419,1,3,303539.38,920533.12
 1419,1,4,5156.52,920533.12
+1419,1,5,0.00,0.00
+1419,1,6,0.00,0.00
+1419,1,7,0.00,0.00
+1419,1,8,0.00,0.00
 1419,1,9,26015.24,920533.12
+1419,1,10,0.00,0.00
 1424,1,-1,0.00,0.00
+1424,1,1,0.00,0.00
 1424,1,2,85540.86,1024136.50
 1424,1,3,223262.38,1024136.50
+1424,1,4,0.00,0.00
+1424,1,5,0.00,0.00
 1424,1,6,64964.14,1024136.50
+1424,1,7,0.00,0.00
+1424,1,8,0.00,0.00
+1424,1,9,0.00,0.00
+1424,1,10,0.00,0.00
 1427,1,-1,0.00,0.00
+1427,1,1,0.00,0.00
 1427,1,2,85179.91,1103072.50
+1427,1,3,0.00,0.00
 1427,1,4,169589.41,1103072.50
+1427,1,5,0.00,0.00
+1427,1,6,0.00,0.00
 1427,1,7,39548.00,1103072.50
+1427,1,8,0.00,0.00
+1427,1,9,0.00,0.00
+1427,1,10,0.00,0.00
 1437,1,-1,0.00,0.00
+1437,1,1,0.00,0.00
+1437,1,2,0.00,0.00
+1437,1,3,0.00,0.00
 1437,1,4,83410.71,960001.25
+1437,1,5,0.00,0.00
+1437,1,6,0.00,0.00
 1437,1,7,10175.02,960001.25
+1437,1,8,0.00,0.00
+1437,1,9,0.00,0.00
 1437,1,10,257673.52,960001.25
 1440,1,-1,0.00,0.00
+1440,1,1,0.00,0.00
+1440,1,2,0.00,0.00
+1440,1,3,0.00,0.00
+1440,1,4,0.00,0.00
+1440,1,5,0.00,0.00
+1440,1,6,0.00,0.00
 1440,1,7,156621.34,871198.00
+1440,1,8,0.00,0.00
+1440,1,9,0.00,0.00
+1440,1,10,0.00,0.00
 1446,1,-1,0.00,0.00
 1446,1,1,32308.42,1029070.06
+1446,1,2,0.00,0.00
+1446,1,3,0.00,0.00
 1446,1,4,19394.26,1029070.06
 1446,1,5,276616.91,1029070.06
+1446,1,6,0.00,0.00
+1446,1,7,0.00,0.00
+1446,1,8,0.00,0.00
+1446,1,9,0.00,0.00
 1446,1,10,55141.89,1029070.06
 1447,1,-1,0.00,0.00
+1447,1,1,0.00,0.00
+1447,1,2,0.00,0.00
 1447,1,3,159571.77,920533.12
+1447,1,4,0.00,0.00
 1447,1,5,82861.20,920533.12
+1447,1,6,0.00,0.00
+1447,1,7,0.00,0.00
 1447,1,8,51803.66,920533.12
+1447,1,9,0.00,0.00
+1447,1,10,0.00,0.00
diff --git a/tests/ci/expected/case_5/output/ri_S1_splt.csv b/tests/ci/expected/case_5/output/ri_S1_splt.csv
index 5e0e2b16..36b7f6d8 100644
--- a/tests/ci/expected/case_5/output/ri_S1_splt.csv
+++ b/tests/ci/expected/case_5/output/ri_S1_splt.csv
@@ -1,8 +1,15 @@
 Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,ImpactedExposure
 1,0.001000,1,1,1,1,0,0,1,-1,0.00,0.00
 1,0.001000,1,1,1,1,0,0,1,1,143164.83,871198.00
+1,0.001000,1,1,1,1,0,0,1,2,0.00,0.00
+1,0.001000,1,1,1,1,0,0,1,3,0.00,0.00
 1,0.001000,1,1,1,1,0,0,1,4,16886.24,871198.00
+1,0.001000,1,1,1,1,0,0,1,5,0.00,0.00
+1,0.001000,1,1,1,1,0,0,1,6,0.00,0.00
+1,0.001000,1,1,1,1,0,0,1,7,0.00,0.00
 1,0.001000,1,1,1,1,0,0,1,8,65803.34,871198.00
+1,0.001000,1,1,1,1,0,0,1,9,0.00,0.00
+1,0.001000,1,1,1,1,0,0,1,10,0.00,0.00
 2,0.001000,2,2,1,1,0,0,1,-1,687026.56,2010836.62
 2,0.001000,2,2,1,1,0,0,1,1,557678.00,2010836.62
 2,0.001000,2,2,1,1,0,0,1,2,907927.56,2010836.62
@@ -37,10 +44,27 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
 5,0.001000,5,5,1,1,0,0,1,9,337641.62,1981235.75
 5,0.001000,5,5,1,1,0,0,1,10,299869.69,1981235.75
 8,0.001000,12,8,1,1,0,0,1,-1,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,1,0.00,0.00
 8,0.001000,12,8,1,1,0,0,1,2,117821.09,1103072.50
+8,0.001000,12,8,1,1,0,0,1,3,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,4,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,5,0.00,0.00
 8,0.001000,12,8,1,1,0,0,1,6,92482.81,1103072.50
+8,0.001000,12,8,1,1,0,0,1,7,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,8,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,9,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,10,0.00,0.00
 9,0.001000,17,9,1,1,0,0,1,-1,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,1,0.00,0.00
 9,0.001000,17,9,1,1,0,0,1,2,305876.25,960001.25
+9,0.001000,17,9,1,1,0,0,1,3,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,4,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,5,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,6,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,7,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,8,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,9,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,10,0.00,0.00
 16,0.001000,27,16,1,1,0,0,1,-1,1410577.75,2109506.25
 16,0.001000,27,16,1,1,0,0,1,1,605531.44,2109506.25
 16,0.001000,27,16,1,1,0,0,1,2,921293.12,2109506.25
@@ -54,31 +78,81 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
 16,0.001000,27,16,1,1,0,0,1,10,1902705.25,2109506.25
 19,0.001000,32,19,1,1,0,0,1,-1,0.00,0.00
 19,0.001000,32,19,1,1,0,0,1,1,24118.55,1024136.50
+19,0.001000,32,19,1,1,0,0,1,2,0.00,0.00
 19,0.001000,32,19,1,1,0,0,1,3,190893.75,1024136.50
+19,0.001000,32,19,1,1,0,0,1,4,0.00,0.00
+19,0.001000,32,19,1,1,0,0,1,5,0.00,0.00
+19,0.001000,32,19,1,1,0,0,1,6,0.00,0.00
 19,0.001000,32,19,1,1,0,0,1,7,51660.73,1024136.50
 19,0.001000,32,19,1,1,0,0,1,8,181149.34,1024136.50
 19,0.001000,32,19,1,1,0,0,1,9,104965.31,1024136.50
+19,0.001000,32,19,1,1,0,0,1,10,0.00,0.00
 19,0.001000,33,19,1,1,0,0,1,-1,0.00,0.00
 19,0.001000,33,19,1,1,0,0,1,1,15117.82,861331.06
+19,0.001000,33,19,1,1,0,0,1,2,0.00,0.00
+19,0.001000,33,19,1,1,0,0,1,3,0.00,0.00
+19,0.001000,33,19,1,1,0,0,1,4,0.00,0.00
 19,0.001000,33,19,1,1,0,0,1,5,85463.71,861331.06
+19,0.001000,33,19,1,1,0,0,1,6,0.00,0.00
+19,0.001000,33,19,1,1,0,0,1,7,0.00,0.00
+19,0.001000,33,19,1,1,0,0,1,8,0.00,0.00
 19,0.001000,33,19,1,1,0,0,1,9,116841.53,861331.06
+19,0.001000,33,19,1,1,0,0,1,10,0.00,0.00
 20,0.001000,34,20,1,1,0,0,1,-1,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,1,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,2,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,3,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,4,0.00,0.00
 20,0.001000,34,20,1,1,0,0,1,5,40871.45,890932.06
+20,0.001000,34,20,1,1,0,0,1,6,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,7,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,8,0.00,0.00
 20,0.001000,34,20,1,1,0,0,1,9,135667.89,890932.06
 20,0.001000,34,20,1,1,0,0,1,10,86624.20,890932.06
 22,0.001000,36,22,1,1,0,0,1,-1,0.00,0.00
 22,0.001000,36,22,1,1,0,0,1,1,18836.38,890932.06
 22,0.001000,36,22,1,1,0,0,1,2,209778.66,890932.06
+22,0.001000,36,22,1,1,0,0,1,3,0.00,0.00
+22,0.001000,36,22,1,1,0,0,1,4,0.00,0.00
+22,0.001000,36,22,1,1,0,0,1,5,0.00,0.00
+22,0.001000,36,22,1,1,0,0,1,6,0.00,0.00
+22,0.001000,36,22,1,1,0,0,1,7,0.00,0.00
 22,0.001000,36,22,1,1,0,0,1,8,44722.63,890932.06
+22,0.001000,36,22,1,1,0,0,1,9,0.00,0.00
+22,0.001000,36,22,1,1,0,0,1,10,0.00,0.00
 22,0.001000,37,22,1,1,0,0,1,-1,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,1,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,2,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,3,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,4,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,5,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,6,0.00,0.00
 22,0.001000,37,22,1,1,0,0,1,7,227241.20,920533.12
 22,0.001000,37,22,1,1,0,0,1,8,22959.75,920533.12
+22,0.001000,37,22,1,1,0,0,1,9,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,10,0.00,0.00
 23,0.001000,38,23,1,1,0,0,1,-1,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,1,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,2,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,3,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,4,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,5,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,6,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,7,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,8,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,9,0.00,0.00
 23,0.001000,38,23,1,1,0,0,1,10,313546.78,871198.00
 25,0.001000,41,25,1,1,0,0,1,-1,5524.70,1320146.75
 25,0.001000,41,25,1,1,0,0,1,1,43404.45,1320146.75
+25,0.001000,41,25,1,1,0,0,1,2,0.00,0.00
+25,0.001000,41,25,1,1,0,0,1,3,0.00,0.00
+25,0.001000,41,25,1,1,0,0,1,4,0.00,0.00
 25,0.001000,41,25,1,1,0,0,1,5,321692.06,1320146.75
+25,0.001000,41,25,1,1,0,0,1,6,0.00,0.00
 25,0.001000,41,25,1,1,0,0,1,7,118301.18,1320146.75
+25,0.001000,41,25,1,1,0,0,1,8,0.00,0.00
+25,0.001000,41,25,1,1,0,0,1,9,0.00,0.00
+25,0.001000,41,25,1,1,0,0,1,10,0.00,0.00
 25,0.001000,43,25,1,1,0,0,1,-1,2129240.50,2129240.50
 25,0.001000,43,25,1,1,0,0,1,1,2128535.00,2129240.50
 25,0.001000,43,25,1,1,0,0,1,2,2129321.25,2129240.50
@@ -102,11 +176,27 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
 26,0.001000,44,26,1,1,0,0,1,9,188030.02,2050304.62
 26,0.001000,44,26,1,1,0,0,1,10,1486713.50,2050304.62
 27,0.001000,46,27,1,1,0,0,1,-1,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,1,0.00,0.00
 27,0.001000,46,27,1,1,0,0,1,2,3111.72,900799.00
+27,0.001000,46,27,1,1,0,0,1,3,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,4,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,5,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,6,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,7,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,8,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,9,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,10,0.00,0.00
 31,0.001000,48,31,1,1,0,0,1,-1,0.00,0.00
+31,0.001000,48,31,1,1,0,0,1,1,0.00,0.00
+31,0.001000,48,31,1,1,0,0,1,2,0.00,0.00
 31,0.001000,48,31,1,1,0,0,1,3,153043.66,920533.12
+31,0.001000,48,31,1,1,0,0,1,4,0.00,0.00
+31,0.001000,48,31,1,1,0,0,1,5,0.00,0.00
+31,0.001000,48,31,1,1,0,0,1,6,0.00,0.00
 31,0.001000,48,31,1,1,0,0,1,7,118535.60,920533.12
+31,0.001000,48,31,1,1,0,0,1,8,0.00,0.00
 31,0.001000,48,31,1,1,0,0,1,9,152092.23,920533.12
+31,0.001000,48,31,1,1,0,0,1,10,0.00,0.00
 32,0.001000,51,32,1,1,0,0,1,-1,952403.50,2094705.88
 32,0.001000,51,32,1,1,0,0,1,1,1990847.62,2094705.88
 32,0.001000,51,32,1,1,0,0,1,2,1242752.12,2094705.88
@@ -119,9 +209,16 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
 32,0.001000,51,32,1,1,0,0,1,9,790989.19,2094705.88
 32,0.001000,51,32,1,1,0,0,1,10,958497.12,2094705.88
 41,0.001000,64,41,1,1,0,0,1,-1,0.00,0.00
+41,0.001000,64,41,1,1,0,0,1,1,0.00,0.00
 41,0.001000,64,41,1,1,0,0,1,2,237968.03,920533.12
+41,0.001000,64,41,1,1,0,0,1,3,0.00,0.00
 41,0.001000,64,41,1,1,0,0,1,4,7443.15,920533.12
+41,0.001000,64,41,1,1,0,0,1,5,0.00,0.00
+41,0.001000,64,41,1,1,0,0,1,6,0.00,0.00
+41,0.001000,64,41,1,1,0,0,1,7,0.00,0.00
+41,0.001000,64,41,1,1,0,0,1,8,0.00,0.00
 41,0.001000,64,41,1,1,0,0,1,9,245465.27,920533.12
+41,0.001000,64,41,1,1,0,0,1,10,0.00,0.00
 41,0.001000,66,41,1,1,0,0,1,-1,1197104.88,2094706.25
 41,0.001000,66,41,1,1,0,0,1,1,1370949.38,2094706.25
 41,0.001000,66,41,1,1,0,0,1,2,1065662.25,2094706.25
@@ -136,7 +233,9 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
 49,0.001000,72,49,1,1,0,0,1,-1,259027.67,1675358.75
 49,0.001000,72,49,1,1,0,0,1,1,745155.25,1675358.75
 49,0.001000,72,49,1,1,0,0,1,2,377982.94,1675358.75
+49,0.001000,72,49,1,1,0,0,1,3,0.00,0.00
 49,0.001000,72,49,1,1,0,0,1,4,221400.34,1675358.75
+49,0.001000,72,49,1,1,0,0,1,5,0.00,0.00
 49,0.001000,72,49,1,1,0,0,1,6,39013.22,1675358.75
 49,0.001000,72,49,1,1,0,0,1,7,9408.61,1675358.75
 49,0.001000,72,49,1,1,0,0,1,8,142151.25,1675358.75
@@ -144,32 +243,58 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
 49,0.001000,72,49,1,1,0,0,1,10,487928.16,1675358.75
 50,0.001000,74,50,1,1,0,0,1,-1,0.00,0.00
 50,0.001000,74,50,1,1,0,0,1,1,42341.40,920533.12
+50,0.001000,74,50,1,1,0,0,1,2,0.00,0.00
 50,0.001000,74,50,1,1,0,0,1,3,16818.63,920533.12
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 56,0.001000,84,56,1,1,0,0,1,1,51344.92,1872698.50
@@ -178,67 +303,164 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -249,45 +471,116 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -374,19 +746,40 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -482,10 +935,15 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -678,6 +1312,8 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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 306,0.001000,423,306,1,1,0,0,1,8,489625.00,1872698.50
@@ -700,6 +1336,11 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1059,23 +2128,31 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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 508,0.001000,720,508,1,1,0,0,1,2,470508.03,2010836.62
@@ -1127,14 +2211,38 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1756,29 +3608,71 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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 877,0.001000,1271,877,1,1,0,0,1,2,2137105.25,2129240.50
@@ -1791,11 +3685,16 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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 879,0.001000,1275,879,1,1,0,0,1,2,927207.06,2010836.62
@@ -1804,16 +3703,31 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1826,13 +3740,27 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1845,24 +3773,62 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1870,28 +3836,74 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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 943,0.001000,1368,943,1,1,0,0,1,5,950805.06,2020703.75
@@ -1914,19 +3927,49 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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 983,0.001000,1424,983,1,1,0,0,1,6,64964.14,1024136.50
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 985,0.001000,1427,985,1,1,0,0,1,-1,0.00,0.00
+985,0.001000,1427,985,1,1,0,0,1,1,0.00,0.00
 985,0.001000,1427,985,1,1,0,0,1,2,85179.91,1103072.50
+985,0.001000,1427,985,1,1,0,0,1,3,0.00,0.00
 985,0.001000,1427,985,1,1,0,0,1,4,169589.41,1103072.50
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 992,0.001000,1437,992,1,1,0,0,1,-1,0.00,0.00
+992,0.001000,1437,992,1,1,0,0,1,1,0.00,0.00
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 992,0.001000,1437,992,1,1,0,0,1,4,83410.71,960001.25
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+992,0.001000,1437,992,1,1,0,0,1,6,0.00,0.00
 992,0.001000,1437,992,1,1,0,0,1,7,10175.02,960001.25
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 992,0.001000,1437,992,1,1,0,0,1,10,257673.52,960001.25
 994,0.001000,1440,994,1,1,0,0,1,-1,0.00,0.00
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+994,0.001000,1440,994,1,1,0,0,1,2,0.00,0.00
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+994,0.001000,1440,994,1,1,0,0,1,6,0.00,0.00
 994,0.001000,1440,994,1,1,0,0,1,7,156621.34,871198.00
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+994,0.001000,1440,994,1,1,0,0,1,10,0.00,0.00
 999,0.001000,1446,999,1,1,0,0,1,-1,0.00,0.00
 999,0.001000,1446,999,1,1,0,0,1,1,32308.42,1029070.06
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+999,0.001000,1446,999,1,1,0,0,1,3,0.00,0.00
 999,0.001000,1446,999,1,1,0,0,1,4,19394.26,1029070.06
 999,0.001000,1446,999,1,1,0,0,1,5,276616.91,1029070.06
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+999,0.001000,1446,999,1,1,0,0,1,9,0.00,0.00
 999,0.001000,1446,999,1,1,0,0,1,10,55141.89,1029070.06
 1000,0.001000,1447,1000,1,1,0,0,1,-1,0.00,0.00
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 1000,0.001000,1447,1000,1,1,0,0,1,3,159571.77,920533.12
+1000,0.001000,1447,1000,1,1,0,0,1,4,0.00,0.00
 1000,0.001000,1447,1000,1,1,0,0,1,5,82861.20,920533.12
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 1000,0.001000,1447,1000,1,1,0,0,1,8,51803.66,920533.12
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diff --git a/tests/ci/expected/case_6/output/ri_S1_selt.parquet b/tests/ci/expected/case_6/output/ri_S1_selt.parquet
index 2e84c44c..88181c85 100644
Binary files a/tests/ci/expected/case_6/output/ri_S1_selt.parquet and b/tests/ci/expected/case_6/output/ri_S1_selt.parquet differ
diff --git a/tests/ci/expected/case_6/output/ri_S1_splt.parquet b/tests/ci/expected/case_6/output/ri_S1_splt.parquet
index e4fa2683..4cfdaa1f 100644
Binary files a/tests/ci/expected/case_6/output/ri_S1_splt.parquet and b/tests/ci/expected/case_6/output/ri_S1_splt.parquet differ
diff --git a/tests/ci/expected/case_7/output/ri_S1_selt.csv b/tests/ci/expected/case_7/output/ri_S1_selt.csv
index f704423e..042d7017 100644
--- a/tests/ci/expected/case_7/output/ri_S1_selt.csv
+++ b/tests/ci/expected/case_7/output/ri_S1_selt.csv
@@ -1,8 +1,15 @@
 EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1,1,-1,0.00,0.00
 1,1,1,143164.83,871198.00
+1,1,2,0.00,0.00
+1,1,3,0.00,0.00
 1,1,4,16886.24,871198.00
+1,1,5,0.00,0.00
+1,1,6,0.00,0.00
+1,1,7,0.00,0.00
 1,1,8,65803.34,871198.00
+1,1,9,0.00,0.00
+1,1,10,0.00,0.00
 2,1,-1,687026.56,2010836.62
 2,1,1,557678.00,2010836.62
 2,1,2,907927.56,2010836.62
@@ -37,10 +44,27 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 5,1,9,337641.62,1981235.75
 5,1,10,299869.69,1981235.75
 12,1,-1,0.00,0.00
+12,1,1,0.00,0.00
 12,1,2,117821.09,1103072.50
+12,1,3,0.00,0.00
+12,1,4,0.00,0.00
+12,1,5,0.00,0.00
 12,1,6,92482.81,1103072.50
+12,1,7,0.00,0.00
+12,1,8,0.00,0.00
+12,1,9,0.00,0.00
+12,1,10,0.00,0.00
 17,1,-1,0.00,0.00
+17,1,1,0.00,0.00
 17,1,2,305876.25,960001.25
+17,1,3,0.00,0.00
+17,1,4,0.00,0.00
+17,1,5,0.00,0.00
+17,1,6,0.00,0.00
+17,1,7,0.00,0.00
+17,1,8,0.00,0.00
+17,1,9,0.00,0.00
+17,1,10,0.00,0.00
 27,1,-1,1410577.75,2109506.25
 27,1,1,605531.44,2109506.25
 27,1,2,921293.12,2109506.25
@@ -54,31 +78,81 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 27,1,10,1902705.25,2109506.25
 32,1,-1,0.00,0.00
 32,1,1,24118.55,1024136.50
+32,1,2,0.00,0.00
 32,1,3,190893.75,1024136.50
+32,1,4,0.00,0.00
+32,1,5,0.00,0.00
+32,1,6,0.00,0.00
 32,1,7,51660.73,1024136.50
 32,1,8,181149.34,1024136.50
 32,1,9,104965.31,1024136.50
+32,1,10,0.00,0.00
 33,1,-1,0.00,0.00
 33,1,1,15117.82,861331.06
+33,1,2,0.00,0.00
+33,1,3,0.00,0.00
+33,1,4,0.00,0.00
 33,1,5,85463.71,861331.06
+33,1,6,0.00,0.00
+33,1,7,0.00,0.00
+33,1,8,0.00,0.00
 33,1,9,116841.53,861331.06
+33,1,10,0.00,0.00
 34,1,-1,0.00,0.00
+34,1,1,0.00,0.00
+34,1,2,0.00,0.00
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+34,1,4,0.00,0.00
 34,1,5,40871.45,890932.06
+34,1,6,0.00,0.00
+34,1,7,0.00,0.00
+34,1,8,0.00,0.00
 34,1,9,135667.89,890932.06
 34,1,10,86624.20,890932.06
 36,1,-1,0.00,0.00
 36,1,1,18836.38,890932.06
 36,1,2,209778.66,890932.06
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 36,1,8,44722.63,890932.06
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 37,1,-1,0.00,0.00
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 37,1,7,227241.20,920533.12
 37,1,8,22959.75,920533.12
+37,1,9,0.00,0.00
+37,1,10,0.00,0.00
 38,1,-1,0.00,0.00
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+38,1,4,0.00,0.00
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+38,1,6,0.00,0.00
+38,1,7,0.00,0.00
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+38,1,9,0.00,0.00
 38,1,10,313546.78,871198.00
 41,1,-1,5524.70,1320146.75
 41,1,1,43404.45,1320146.75
+41,1,2,0.00,0.00
+41,1,3,0.00,0.00
+41,1,4,0.00,0.00
 41,1,5,321692.06,1320146.75
+41,1,6,0.00,0.00
 41,1,7,118301.18,1320146.75
+41,1,8,0.00,0.00
+41,1,9,0.00,0.00
+41,1,10,0.00,0.00
 43,1,-1,2129240.50,2129240.50
 43,1,1,2128535.00,2129240.50
 43,1,2,2129321.25,2129240.50
@@ -102,11 +176,27 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 44,1,9,188030.02,2050304.62
 44,1,10,1486713.50,2050304.62
 46,1,-1,0.00,0.00
+46,1,1,0.00,0.00
 46,1,2,3111.72,900799.00
+46,1,3,0.00,0.00
+46,1,4,0.00,0.00
+46,1,5,0.00,0.00
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+46,1,7,0.00,0.00
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+46,1,9,0.00,0.00
+46,1,10,0.00,0.00
 48,1,-1,0.00,0.00
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+48,1,2,0.00,0.00
 48,1,3,153043.66,920533.12
+48,1,4,0.00,0.00
+48,1,5,0.00,0.00
+48,1,6,0.00,0.00
 48,1,7,118535.60,920533.12
+48,1,8,0.00,0.00
 48,1,9,152092.23,920533.12
+48,1,10,0.00,0.00
 51,1,-1,952403.50,2094705.88
 51,1,1,1990847.62,2094705.88
 51,1,2,1242752.12,2094705.88
@@ -119,9 +209,16 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 51,1,9,790989.19,2094705.88
 51,1,10,958497.12,2094705.88
 64,1,-1,0.00,0.00
+64,1,1,0.00,0.00
 64,1,2,237968.03,920533.12
+64,1,3,0.00,0.00
 64,1,4,7443.15,920533.12
+64,1,5,0.00,0.00
+64,1,6,0.00,0.00
+64,1,7,0.00,0.00
+64,1,8,0.00,0.00
 64,1,9,245465.27,920533.12
+64,1,10,0.00,0.00
 66,1,-1,1197104.88,2094706.25
 66,1,1,1370949.38,2094706.25
 66,1,2,1065662.25,2094706.25
@@ -136,7 +233,9 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 72,1,-1,259027.67,1675358.75
 72,1,1,745155.25,1675358.75
 72,1,2,377982.94,1675358.75
+72,1,3,0.00,0.00
 72,1,4,221400.34,1675358.75
+72,1,5,0.00,0.00
 72,1,6,39013.22,1675358.75
 72,1,7,9408.61,1675358.75
 72,1,8,142151.25,1675358.75
@@ -144,32 +243,58 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 72,1,10,487928.16,1675358.75
 74,1,-1,0.00,0.00
 74,1,1,42341.40,920533.12
+74,1,2,0.00,0.00
 74,1,3,16818.63,920533.12
+74,1,4,0.00,0.00
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+74,1,8,0.00,0.00
 74,1,9,194901.25,920533.12
+74,1,10,0.00,0.00
 75,1,-1,0.00,0.00
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 75,1,2,385352.34,1024136.50
 75,1,3,134231.80,1024136.50
 75,1,4,2344.80,1024136.50
+75,1,5,0.00,0.00
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 76,1,10,108137.77,1556954.50
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 79,1,10,740994.00,1872698.50
 84,1,-1,238922.67,1872698.50
 84,1,1,51344.92,1872698.50
@@ -178,67 +303,164 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 84,1,4,237782.42,1872698.50
 84,1,5,360848.38,1872698.50
 84,1,6,249165.47,1872698.50
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 294,1,1,1488728.25,2099639.75
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@@ -482,10 +935,15 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 294,1,10,1047674.81,2099639.75
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 297,1,10,245498.28,1690159.00
 301,1,-1,2091049.62,2114440.00
 301,1,1,1890428.75,2114440.00
@@ -510,13 +968,26 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 317,1,-1,1153788.88,2084839.00
 317,1,1,1281042.38,2084839.00
@@ -530,20 +1001,47 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 317,1,10,921349.69,2084839.00
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 333,1,-1,1649842.38,2114440.00
@@ -560,56 +1058,135 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -622,47 +1199,104 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -678,6 +1312,8 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -700,6 +1336,11 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 429,1,4,14558.42,890932.06
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 431,1,1,1076816.25,2109506.50
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@@ -723,65 +1364,191 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -871,7 +1738,14 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -976,7 +1958,16 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 652,1,10,1283312.12,2094706.25
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@@ -989,9 +1980,16 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1004,53 +2002,124 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1127,14 +2211,38 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 861,1,-1,489911.50,2020703.75
 861,1,1,414539.19,2020703.75
@@ -1295,8 +2596,14 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 861,1,9,696146.88,2020703.75
 861,1,10,1009549.12,2020703.75
 862,1,-1,0.00,0.00
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 862,1,10,19613.33,861331.06
 864,1,-1,2165023.75,2124307.25
@@ -1311,20 +2618,42 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 864,1,10,2076057.25,2124307.25
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 880,1,5,495264.66,1872698.50
 880,1,6,156739.09,1872698.50
@@ -1333,23 +2662,42 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 880,1,10,169249.30,1872698.50
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 898,1,5,634017.81,1803629.88
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@@ -1358,35 +2706,91 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1403,50 +2807,112 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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@@ -1461,12 +2927,14 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 988,1,-1,259027.67,1675358.75
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@@ -1480,167 +2948,423 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1193,1,1,96388.38,1848031.38
 1193,1,2,141840.02,1848031.38
@@ -1699,17 +3504,26 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1193,1,5,267703.16,1848031.38
 1193,1,6,369973.38,1848031.38
+1193,1,7,0.00,0.00
 1193,1,8,404737.09,1848031.38
 1193,1,9,659210.94,1848031.38
 1193,1,10,120273.14,1848031.38
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 1214,1,-1,284293.09,1848031.38
 1214,1,1,200020.88,1848031.38
 1214,1,2,472035.22,1848031.38
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 1214,1,6,582391.88,1848031.38
 1214,1,7,686523.25,1848031.38
@@ -1717,28 +3531,66 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1214,1,10,297866.50,1848031.38
 1217,1,-1,5524.70,1320146.75
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 1229,1,7,380173.06,2055238.12
 1229,1,8,824423.00,2055238.12
@@ -1756,29 +3608,71 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1231,1,10,1775319.12,2109506.25
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 1271,1,-1,2140688.50,2129240.50
 1271,1,1,2197124.50,2129240.50
 1271,1,2,2137105.25,2129240.50
@@ -1791,11 +3685,16 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1271,1,9,2105986.00,2129240.50
 1271,1,10,2158598.00,2129240.50
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 1274,1,4,367480.25,1759228.25
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 1275,1,-1,687026.56,2010836.62
 1275,1,1,1705585.75,2010836.62
 1275,1,2,927207.06,2010836.62
@@ -1804,16 +3703,31 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1275,1,5,605267.94,2010836.62
 1275,1,6,356654.12,2010836.62
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 1294,1,-1,1161041.12,2099639.75
 1294,1,1,1130216.25,2099639.75
 1294,1,2,551396.62,2099639.75
@@ -1826,13 +3740,27 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1294,1,10,811340.00,2099639.75
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 1305,1,-1,272721.09,1808562.75
 1305,1,1,428392.88,1808562.75
 1305,1,2,8817.49,1808562.75
@@ -1845,24 +3773,62 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1305,1,9,241848.67,1808562.75
 1305,1,10,152868.31,1808562.75
 1308,1,-1,0.00,0.00
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 1308,1,4,48376.28,871198.00
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@@ -1870,28 +3836,74 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
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 1325,1,7,150817.17,1556954.50
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 1361,1,1,2124497.50,2129240.50
 1361,1,2,2174759.75,2129240.50
@@ -1905,6 +3917,7 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1361,1,10,2201500.75,2129240.50
 1368,1,-1,489911.50,2020703.75
 1368,1,1,393547.06,2020703.75
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 1368,1,3,495003.09,2020703.75
 1368,1,4,312189.31,2020703.75
 1368,1,5,950805.06,2020703.75
@@ -1914,19 +3927,49 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1368,1,9,232073.69,2020703.75
 1368,1,10,367867.25,2020703.75
 1373,1,-1,0.00,0.00
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 1373,1,7,166261.88,881065.12
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 1384,1,-1,698598.56,2050304.62
 1384,1,1,1199879.00,2050304.62
 1384,1,2,420413.53,2050304.62
@@ -1950,22 +3993,49 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1389,1,9,2032157.75,2114440.00
 1389,1,10,2085980.88,2114440.00
 1391,1,-1,0.00,0.00
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 1391,1,2,57911.13,871198.00
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+1391,1,4,0.00,0.00
+1391,1,5,0.00,0.00
+1391,1,6,0.00,0.00
+1391,1,7,0.00,0.00
 1391,1,8,254234.98,871198.00
+1391,1,9,0.00,0.00
+1391,1,10,0.00,0.00
 1392,1,-1,0.00,0.00
+1392,1,1,0.00,0.00
 1392,1,2,5055.21,925466.62
 1392,1,3,73632.05,925466.62
+1392,1,4,0.00,0.00
 1392,1,5,29581.74,925466.62
+1392,1,6,0.00,0.00
 1392,1,7,54422.36,925466.62
+1392,1,8,0.00,0.00
+1392,1,9,0.00,0.00
+1392,1,10,0.00,0.00
 1395,1,-1,0.00,0.00
+1395,1,1,0.00,0.00
 1395,1,2,61786.36,1029070.06
+1395,1,3,0.00,0.00
+1395,1,4,0.00,0.00
 1395,1,5,162739.44,1029070.06
+1395,1,6,0.00,0.00
+1395,1,7,0.00,0.00
 1395,1,8,5408.79,1029070.06
 1395,1,9,90014.03,1029070.06
+1395,1,10,0.00,0.00
 1398,1,-1,0.00,0.00
 1398,1,1,152683.38,1112939.62
+1398,1,2,0.00,0.00
+1398,1,3,0.00,0.00
+1398,1,4,0.00,0.00
+1398,1,5,0.00,0.00
 1398,1,6,192936.47,1112939.62
+1398,1,7,0.00,0.00
+1398,1,8,0.00,0.00
 1398,1,9,154935.98,1112939.62
+1398,1,10,0.00,0.00
 1399,1,-1,460981.47,1922033.75
 1399,1,1,155686.28,1922033.75
 1399,1,2,692690.12,1922033.75
@@ -1978,12 +4048,27 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1399,1,9,74516.71,1922033.75
 1399,1,10,417387.09,1922033.75
 1405,1,-1,0.00,0.00
+1405,1,1,0.00,0.00
+1405,1,2,0.00,0.00
 1405,1,3,71196.42,841597.25
+1405,1,4,0.00,0.00
+1405,1,5,0.00,0.00
+1405,1,6,0.00,0.00
+1405,1,7,0.00,0.00
+1405,1,8,0.00,0.00
 1405,1,9,38255.25,841597.25
+1405,1,10,0.00,0.00
 1407,1,-1,0.00,0.00
+1407,1,1,0.00,0.00
+1407,1,2,0.00,0.00
 1407,1,3,114546.13,960001.25
+1407,1,4,0.00,0.00
 1407,1,5,14877.66,960001.25
+1407,1,6,0.00,0.00
+1407,1,7,0.00,0.00
+1407,1,8,0.00,0.00
 1407,1,9,98462.42,960001.25
+1407,1,10,0.00,0.00
 1413,1,-1,940316.38,2070038.38
 1413,1,1,718195.25,2070038.38
 1413,1,2,579588.12,2070038.38
@@ -1996,29 +4081,79 @@ EventId,SummaryId,SampleId,Loss,ImpactedExposure
 1413,1,9,848220.00,2070038.38
 1413,1,10,508943.19,2070038.38
 1419,1,-1,0.00,0.00
+1419,1,1,0.00,0.00
+1419,1,2,0.00,0.00
 1419,1,3,303539.38,920533.12
 1419,1,4,5156.52,920533.12
+1419,1,5,0.00,0.00
+1419,1,6,0.00,0.00
+1419,1,7,0.00,0.00
+1419,1,8,0.00,0.00
 1419,1,9,26015.24,920533.12
+1419,1,10,0.00,0.00
 1424,1,-1,0.00,0.00
+1424,1,1,0.00,0.00
 1424,1,2,85540.86,1024136.50
 1424,1,3,223262.38,1024136.50
+1424,1,4,0.00,0.00
+1424,1,5,0.00,0.00
 1424,1,6,64964.14,1024136.50
+1424,1,7,0.00,0.00
+1424,1,8,0.00,0.00
+1424,1,9,0.00,0.00
+1424,1,10,0.00,0.00
 1427,1,-1,0.00,0.00
+1427,1,1,0.00,0.00
 1427,1,2,85179.91,1103072.50
+1427,1,3,0.00,0.00
 1427,1,4,169589.41,1103072.50
+1427,1,5,0.00,0.00
+1427,1,6,0.00,0.00
 1427,1,7,39548.00,1103072.50
+1427,1,8,0.00,0.00
+1427,1,9,0.00,0.00
+1427,1,10,0.00,0.00
 1437,1,-1,0.00,0.00
+1437,1,1,0.00,0.00
+1437,1,2,0.00,0.00
+1437,1,3,0.00,0.00
 1437,1,4,83410.71,960001.25
+1437,1,5,0.00,0.00
+1437,1,6,0.00,0.00
 1437,1,7,10175.02,960001.25
+1437,1,8,0.00,0.00
+1437,1,9,0.00,0.00
 1437,1,10,257673.52,960001.25
 1440,1,-1,0.00,0.00
+1440,1,1,0.00,0.00
+1440,1,2,0.00,0.00
+1440,1,3,0.00,0.00
+1440,1,4,0.00,0.00
+1440,1,5,0.00,0.00
+1440,1,6,0.00,0.00
 1440,1,7,156621.34,871198.00
+1440,1,8,0.00,0.00
+1440,1,9,0.00,0.00
+1440,1,10,0.00,0.00
 1446,1,-1,0.00,0.00
 1446,1,1,32308.42,1029070.06
+1446,1,2,0.00,0.00
+1446,1,3,0.00,0.00
 1446,1,4,19394.26,1029070.06
 1446,1,5,276616.91,1029070.06
+1446,1,6,0.00,0.00
+1446,1,7,0.00,0.00
+1446,1,8,0.00,0.00
+1446,1,9,0.00,0.00
 1446,1,10,55141.89,1029070.06
 1447,1,-1,0.00,0.00
+1447,1,1,0.00,0.00
+1447,1,2,0.00,0.00
 1447,1,3,159571.77,920533.12
+1447,1,4,0.00,0.00
 1447,1,5,82861.20,920533.12
+1447,1,6,0.00,0.00
+1447,1,7,0.00,0.00
 1447,1,8,51803.66,920533.12
+1447,1,9,0.00,0.00
+1447,1,10,0.00,0.00
diff --git a/tests/ci/expected/case_7/output/ri_S1_splt.csv b/tests/ci/expected/case_7/output/ri_S1_splt.csv
index 5e0e2b16..36b7f6d8 100644
--- a/tests/ci/expected/case_7/output/ri_S1_splt.csv
+++ b/tests/ci/expected/case_7/output/ri_S1_splt.csv
@@ -1,8 +1,15 @@
 Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,ImpactedExposure
 1,0.001000,1,1,1,1,0,0,1,-1,0.00,0.00
 1,0.001000,1,1,1,1,0,0,1,1,143164.83,871198.00
+1,0.001000,1,1,1,1,0,0,1,2,0.00,0.00
+1,0.001000,1,1,1,1,0,0,1,3,0.00,0.00
 1,0.001000,1,1,1,1,0,0,1,4,16886.24,871198.00
+1,0.001000,1,1,1,1,0,0,1,5,0.00,0.00
+1,0.001000,1,1,1,1,0,0,1,6,0.00,0.00
+1,0.001000,1,1,1,1,0,0,1,7,0.00,0.00
 1,0.001000,1,1,1,1,0,0,1,8,65803.34,871198.00
+1,0.001000,1,1,1,1,0,0,1,9,0.00,0.00
+1,0.001000,1,1,1,1,0,0,1,10,0.00,0.00
 2,0.001000,2,2,1,1,0,0,1,-1,687026.56,2010836.62
 2,0.001000,2,2,1,1,0,0,1,1,557678.00,2010836.62
 2,0.001000,2,2,1,1,0,0,1,2,907927.56,2010836.62
@@ -37,10 +44,27 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
 5,0.001000,5,5,1,1,0,0,1,9,337641.62,1981235.75
 5,0.001000,5,5,1,1,0,0,1,10,299869.69,1981235.75
 8,0.001000,12,8,1,1,0,0,1,-1,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,1,0.00,0.00
 8,0.001000,12,8,1,1,0,0,1,2,117821.09,1103072.50
+8,0.001000,12,8,1,1,0,0,1,3,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,4,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,5,0.00,0.00
 8,0.001000,12,8,1,1,0,0,1,6,92482.81,1103072.50
+8,0.001000,12,8,1,1,0,0,1,7,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,8,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,9,0.00,0.00
+8,0.001000,12,8,1,1,0,0,1,10,0.00,0.00
 9,0.001000,17,9,1,1,0,0,1,-1,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,1,0.00,0.00
 9,0.001000,17,9,1,1,0,0,1,2,305876.25,960001.25
+9,0.001000,17,9,1,1,0,0,1,3,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,4,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,5,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,6,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,7,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,8,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,9,0.00,0.00
+9,0.001000,17,9,1,1,0,0,1,10,0.00,0.00
 16,0.001000,27,16,1,1,0,0,1,-1,1410577.75,2109506.25
 16,0.001000,27,16,1,1,0,0,1,1,605531.44,2109506.25
 16,0.001000,27,16,1,1,0,0,1,2,921293.12,2109506.25
@@ -54,31 +78,81 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
 16,0.001000,27,16,1,1,0,0,1,10,1902705.25,2109506.25
 19,0.001000,32,19,1,1,0,0,1,-1,0.00,0.00
 19,0.001000,32,19,1,1,0,0,1,1,24118.55,1024136.50
+19,0.001000,32,19,1,1,0,0,1,2,0.00,0.00
 19,0.001000,32,19,1,1,0,0,1,3,190893.75,1024136.50
+19,0.001000,32,19,1,1,0,0,1,4,0.00,0.00
+19,0.001000,32,19,1,1,0,0,1,5,0.00,0.00
+19,0.001000,32,19,1,1,0,0,1,6,0.00,0.00
 19,0.001000,32,19,1,1,0,0,1,7,51660.73,1024136.50
 19,0.001000,32,19,1,1,0,0,1,8,181149.34,1024136.50
 19,0.001000,32,19,1,1,0,0,1,9,104965.31,1024136.50
+19,0.001000,32,19,1,1,0,0,1,10,0.00,0.00
 19,0.001000,33,19,1,1,0,0,1,-1,0.00,0.00
 19,0.001000,33,19,1,1,0,0,1,1,15117.82,861331.06
+19,0.001000,33,19,1,1,0,0,1,2,0.00,0.00
+19,0.001000,33,19,1,1,0,0,1,3,0.00,0.00
+19,0.001000,33,19,1,1,0,0,1,4,0.00,0.00
 19,0.001000,33,19,1,1,0,0,1,5,85463.71,861331.06
+19,0.001000,33,19,1,1,0,0,1,6,0.00,0.00
+19,0.001000,33,19,1,1,0,0,1,7,0.00,0.00
+19,0.001000,33,19,1,1,0,0,1,8,0.00,0.00
 19,0.001000,33,19,1,1,0,0,1,9,116841.53,861331.06
+19,0.001000,33,19,1,1,0,0,1,10,0.00,0.00
 20,0.001000,34,20,1,1,0,0,1,-1,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,1,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,2,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,3,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,4,0.00,0.00
 20,0.001000,34,20,1,1,0,0,1,5,40871.45,890932.06
+20,0.001000,34,20,1,1,0,0,1,6,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,7,0.00,0.00
+20,0.001000,34,20,1,1,0,0,1,8,0.00,0.00
 20,0.001000,34,20,1,1,0,0,1,9,135667.89,890932.06
 20,0.001000,34,20,1,1,0,0,1,10,86624.20,890932.06
 22,0.001000,36,22,1,1,0,0,1,-1,0.00,0.00
 22,0.001000,36,22,1,1,0,0,1,1,18836.38,890932.06
 22,0.001000,36,22,1,1,0,0,1,2,209778.66,890932.06
+22,0.001000,36,22,1,1,0,0,1,3,0.00,0.00
+22,0.001000,36,22,1,1,0,0,1,4,0.00,0.00
+22,0.001000,36,22,1,1,0,0,1,5,0.00,0.00
+22,0.001000,36,22,1,1,0,0,1,6,0.00,0.00
+22,0.001000,36,22,1,1,0,0,1,7,0.00,0.00
 22,0.001000,36,22,1,1,0,0,1,8,44722.63,890932.06
+22,0.001000,36,22,1,1,0,0,1,9,0.00,0.00
+22,0.001000,36,22,1,1,0,0,1,10,0.00,0.00
 22,0.001000,37,22,1,1,0,0,1,-1,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,1,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,2,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,3,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,4,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,5,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,6,0.00,0.00
 22,0.001000,37,22,1,1,0,0,1,7,227241.20,920533.12
 22,0.001000,37,22,1,1,0,0,1,8,22959.75,920533.12
+22,0.001000,37,22,1,1,0,0,1,9,0.00,0.00
+22,0.001000,37,22,1,1,0,0,1,10,0.00,0.00
 23,0.001000,38,23,1,1,0,0,1,-1,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,1,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,2,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,3,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,4,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,5,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,6,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,7,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,8,0.00,0.00
+23,0.001000,38,23,1,1,0,0,1,9,0.00,0.00
 23,0.001000,38,23,1,1,0,0,1,10,313546.78,871198.00
 25,0.001000,41,25,1,1,0,0,1,-1,5524.70,1320146.75
 25,0.001000,41,25,1,1,0,0,1,1,43404.45,1320146.75
+25,0.001000,41,25,1,1,0,0,1,2,0.00,0.00
+25,0.001000,41,25,1,1,0,0,1,3,0.00,0.00
+25,0.001000,41,25,1,1,0,0,1,4,0.00,0.00
 25,0.001000,41,25,1,1,0,0,1,5,321692.06,1320146.75
+25,0.001000,41,25,1,1,0,0,1,6,0.00,0.00
 25,0.001000,41,25,1,1,0,0,1,7,118301.18,1320146.75
+25,0.001000,41,25,1,1,0,0,1,8,0.00,0.00
+25,0.001000,41,25,1,1,0,0,1,9,0.00,0.00
+25,0.001000,41,25,1,1,0,0,1,10,0.00,0.00
 25,0.001000,43,25,1,1,0,0,1,-1,2129240.50,2129240.50
 25,0.001000,43,25,1,1,0,0,1,1,2128535.00,2129240.50
 25,0.001000,43,25,1,1,0,0,1,2,2129321.25,2129240.50
@@ -102,11 +176,27 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
 26,0.001000,44,26,1,1,0,0,1,9,188030.02,2050304.62
 26,0.001000,44,26,1,1,0,0,1,10,1486713.50,2050304.62
 27,0.001000,46,27,1,1,0,0,1,-1,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,1,0.00,0.00
 27,0.001000,46,27,1,1,0,0,1,2,3111.72,900799.00
+27,0.001000,46,27,1,1,0,0,1,3,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,4,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,5,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,6,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,7,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,8,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,9,0.00,0.00
+27,0.001000,46,27,1,1,0,0,1,10,0.00,0.00
 31,0.001000,48,31,1,1,0,0,1,-1,0.00,0.00
+31,0.001000,48,31,1,1,0,0,1,1,0.00,0.00
+31,0.001000,48,31,1,1,0,0,1,2,0.00,0.00
 31,0.001000,48,31,1,1,0,0,1,3,153043.66,920533.12
+31,0.001000,48,31,1,1,0,0,1,4,0.00,0.00
+31,0.001000,48,31,1,1,0,0,1,5,0.00,0.00
+31,0.001000,48,31,1,1,0,0,1,6,0.00,0.00
 31,0.001000,48,31,1,1,0,0,1,7,118535.60,920533.12
+31,0.001000,48,31,1,1,0,0,1,8,0.00,0.00
 31,0.001000,48,31,1,1,0,0,1,9,152092.23,920533.12
+31,0.001000,48,31,1,1,0,0,1,10,0.00,0.00
 32,0.001000,51,32,1,1,0,0,1,-1,952403.50,2094705.88
 32,0.001000,51,32,1,1,0,0,1,1,1990847.62,2094705.88
 32,0.001000,51,32,1,1,0,0,1,2,1242752.12,2094705.88
@@ -119,9 +209,16 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
 32,0.001000,51,32,1,1,0,0,1,9,790989.19,2094705.88
 32,0.001000,51,32,1,1,0,0,1,10,958497.12,2094705.88
 41,0.001000,64,41,1,1,0,0,1,-1,0.00,0.00
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@@ -136,7 +233,9 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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 49,0.001000,72,49,1,1,0,0,1,8,142151.25,1675358.75
@@ -144,32 +243,58 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -470,6 +917,12 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -482,10 +935,15 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -510,13 +968,26 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -530,20 +1001,47 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -796,31 +1563,81 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -833,32 +1650,82 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -871,7 +1738,14 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -879,6 +1753,7 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -887,55 +1762,146 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1059,23 +2128,31 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1127,14 +2211,38 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1148,29 +2256,81 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1183,58 +2343,136 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1311,20 +2618,42 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1333,23 +2662,42 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1870,28 +3836,74 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1905,6 +3917,7 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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 943,0.001000,1368,943,1,1,0,0,1,5,950805.06,2020703.75
@@ -1914,19 +3927,49 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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@@ -1978,12 +4048,27 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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 975,0.001000,1413,975,1,1,0,0,1,2,579588.12,2070038.38
@@ -1996,29 +4081,79 @@ Period,PeriodWeight,EventId,Year,Month,Day,Hour,Minute,SummaryId,SampleId,Loss,I
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diff --git a/tests/ci/expected/case_8/output/ri_S1_selt.parquet b/tests/ci/expected/case_8/output/ri_S1_selt.parquet
index 2e84c44c..88181c85 100644
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diff --git a/tests/ci/expected/case_8/output/ri_S1_splt.parquet b/tests/ci/expected/case_8/output/ri_S1_splt.parquet
index e4fa2683..4cfdaa1f 100644
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