diff --git a/test_data/AE150118/problems.csv b/test_data/AE150118/problems.csv
new file mode 100644
index 0000000000000000000000000000000000000000..561466725b6ec547d424bebfba858ceb68a71265
--- /dev/null
+++ b/test_data/AE150118/problems.csv
@@ -0,0 +1,885 @@
+record_cxs,problem
+#
+0,missing data
+# ABBtopTemp too small
+1546,ABBtopTemp outlier
+1547,ABBtopTemp outlier
+1548,ABBtopTemp outlier
+2104,ABBtopTemp outlier
+2105,ABBtopTemp outlier
+2106,ABBtopTemp outlier
+2107,ABBtopTemp outlier
+2108,ABBtopTemp outlier
+2109,ABBtopTemp outlier
+2110,ABBtopTemp outlier
+2111,ABBtopTemp outlier
+2112,ABBtopTemp outlier
+2113,ABBtopTemp outlier
+2114,ABBtopTemp outlier
+2115,ABBtopTemp outlier
+2116,ABBtopTemp outlier
+2117,ABBtopTemp outlier
+2388,ABBtopTemp outlier
+2389,ABBtopTemp outlier
+2390,ABBtopTemp outlier
+2391,ABBtopTemp outlier
+2392,ABBtopTemp outlier
+2393,ABBtopTemp outlier
+2394,ABBtopTemp outlier
+2395,ABBtopTemp outlier
+2396,ABBtopTemp outlier
+3769,ABBtopTemp outlier
+3770,ABBtopTemp outlier
+3771,ABBtopTemp outlier
+# ABBtopTemp too big
+1549,ABBtopTemp outlier
+2118,ABBtopTemp outlier
+2119,ABBtopTemp outlier
+2397,ABBtopTemp outlier
+2398,ABBtopTemp outlier
+3772,ABBtopTemp outlier
+#
+1543,ABBbottomTemp outlier
+1544,ABBbottomTemp outlier
+1545,ABBbottomTemp outlier
+1546,ABBbottomTemp outlier
+1547,ABBbottomTemp outlier
+1548,ABBbottomTemp outlier
+1549,ABBbottomTemp outlier
+1550,ABBbottomTemp outlier
+2104,ABBbottomTemp outlier
+2105,ABBbottomTemp outlier
+2106,ABBbottomTemp outlier
+2107,ABBbottomTemp outlier
+2108,ABBbottomTemp outlier
+2109,ABBbottomTemp outlier
+2110,ABBbottomTemp outlier
+2111,ABBbottomTemp outlier
+2112,ABBbottomTemp outlier
+2113,ABBbottomTemp outlier
+2114,ABBbottomTemp outlier
+2115,ABBbottomTemp outlier
+2116,ABBbottomTemp outlier
+2117,ABBbottomTemp outlier
+2118,ABBbottomTemp outlier
+2119,ABBbottomTemp outlier
+2120,ABBbottomTemp outlier
+2121,ABBbottomTemp outlier
+2122,ABBbottomTemp outlier
+2123,ABBbottomTemp outlier
+2124,ABBbottomTemp outlier
+2125,ABBbottomTemp outlier
+2126,ABBbottomTemp outlier
+2381,ABBbottomTemp outlier
+2382,ABBbottomTemp outlier
+2383,ABBbottomTemp outlier
+2384,ABBbottomTemp outlier
+2385,ABBbottomTemp outlier
+2386,ABBbottomTemp outlier
+2387,ABBbottomTemp outlier
+2388,ABBbottomTemp outlier
+2389,ABBbottomTemp outlier
+2390,ABBbottomTemp outlier
+2391,ABBbottomTemp outlier
+2392,ABBbottomTemp outlier
+2393,ABBbottomTemp outlier
+2394,ABBbottomTemp outlier
+2395,ABBbottomTemp outlier
+2396,ABBbottomTemp outlier
+2397,ABBbottomTemp outlier
+2398,ABBbottomTemp outlier
+3769,ABBbottomTemp outlier
+3770,ABBbottomTemp outlier
+3771,ABBbottomTemp outlier
+3772,ABBbottomTemp outlier
+3773,ABBbottomTemp outlier
+#
+562,mirror safing during calibration
+563,mirror safing during calibration
+564,mirror safing during calibration
+565,mirror safing during calibration
+566,mirror safing during calibration
+567,mirror safing during calibration
+568,mirror safing during calibration
+569,mirror safing during calibration
+570,mirror safing during calibration
+571,mirror safing during calibration
+572,mirror safing during calibration
+573,mirror safing during calibration
+575,mirror safing
+576,mirror safing during calibration
+577,mirror safing during calibration
+578,mirror safing during calibration
+579,mirror safing during calibration
+580,mirror safing during calibration
+581,mirror safing during calibration
+582,mirror safing during calibration
+583,mirror safing during calibration
+584,mirror safing during calibration
+585,mirror safing during calibration
+586,mirror safing during calibration
+587,mirror safing during calibration
+#
+3,hatch closed
+4,hatch closed
+5,hatch closed
+6,hatch closed
+7,hatch closed
+8,hatch closed
+9,hatch closed
+25,hatch closed
+26,hatch closed
+27,hatch closed
+30,hatch closed
+31,hatch closed
+32,hatch closed
+33,hatch closed
+34,hatch closed
+35,hatch closed
+36,hatch closed
+37,hatch closed
+576,hatch closed
+577,hatch closed
+578,hatch closed
+579,hatch closed
+580,hatch closed
+581,hatch closed
+582,hatch closed
+583,hatch closed
+584,hatch closed
+585,hatch closed
+586,hatch closed
+587,hatch closed
+590,hatch closed
+591,hatch closed
+592,hatch closed
+593,hatch closed
+594,hatch closed
+595,hatch closed
+596,hatch closed
+597,hatch closed
+598,hatch closed
+599,hatch closed
+600,hatch closed
+601,hatch closed
+604,hatch closed
+605,hatch closed
+606,hatch closed
+607,hatch closed
+608,hatch closed
+609,hatch closed
+610,hatch closed
+611,hatch closed
+612,hatch closed
+613,hatch closed
+614,hatch closed
+615,hatch closed
+618,hatch closed
+619,hatch closed
+620,hatch closed
+621,hatch closed
+622,hatch closed
+623,hatch closed
+624,hatch closed
+625,hatch closed
+626,hatch closed
+627,hatch closed
+628,hatch closed
+629,hatch closed
+632,hatch closed
+633,hatch closed
+634,hatch closed
+635,hatch closed
+636,hatch closed
+637,hatch closed
+638,hatch closed
+639,hatch closed
+640,hatch closed
+641,hatch closed
+642,hatch closed
+643,hatch closed
+782,hatch closed
+783,hatch closed
+786,hatch closed
+787,hatch closed
+788,hatch closed
+789,hatch closed
+790,hatch closed
+791,hatch closed
+792,hatch closed
+793,hatch closed
+794,hatch closed
+795,hatch closed
+796,hatch closed
+797,hatch closed
+800,hatch closed
+801,hatch closed
+802,hatch closed
+803,hatch closed
+804,hatch closed
+805,hatch closed
+806,hatch closed
+807,hatch closed
+808,hatch closed
+809,hatch closed
+810,hatch closed
+811,hatch closed
+814,hatch closed
+815,hatch closed
+816,hatch closed
+817,hatch closed
+818,hatch closed
+819,hatch closed
+820,hatch closed
+821,hatch closed
+822,hatch closed
+823,hatch closed
+824,hatch closed
+825,hatch closed
+828,hatch closed
+829,hatch closed
+830,hatch closed
+831,hatch closed
+832,hatch closed
+833,hatch closed
+834,hatch closed
+835,hatch closed
+836,hatch closed
+837,hatch closed
+838,hatch closed
+839,hatch closed
+842,hatch closed
+843,hatch closed
+844,hatch closed
+845,hatch closed
+846,hatch closed
+847,hatch closed
+848,hatch closed
+849,hatch closed
+850,hatch closed
+851,hatch closed
+852,hatch closed
+853,hatch closed
+856,hatch closed
+857,hatch closed
+858,hatch closed
+859,hatch closed
+860,hatch closed
+861,hatch closed
+862,hatch closed
+863,hatch closed
+864,hatch closed
+865,hatch closed
+866,hatch closed
+867,hatch closed
+870,hatch closed
+871,hatch closed
+872,hatch closed
+873,hatch closed
+874,hatch closed
+875,hatch closed
+876,hatch closed
+877,hatch closed
+878,hatch closed
+879,hatch closed
+880,hatch closed
+881,hatch closed
+884,hatch closed
+885,hatch closed
+886,hatch closed
+887,hatch closed
+888,hatch closed
+889,hatch closed
+890,hatch closed
+891,hatch closed
+892,hatch closed
+893,hatch closed
+894,hatch closed
+895,hatch closed
+898,hatch closed
+899,hatch closed
+900,hatch closed
+901,hatch closed
+902,hatch closed
+903,hatch closed
+904,hatch closed
+905,hatch closed
+906,hatch closed
+907,hatch closed
+908,hatch closed
+909,hatch closed
+912,hatch closed
+913,hatch closed
+914,hatch closed
+915,hatch closed
+916,hatch closed
+917,hatch closed
+918,hatch closed
+919,hatch closed
+920,hatch closed
+921,hatch closed
+922,hatch closed
+923,hatch closed
+926,hatch closed
+927,hatch closed
+928,hatch closed
+929,hatch closed
+930,hatch closed
+931,hatch closed
+932,hatch closed
+933,hatch closed
+934,hatch closed
+935,hatch closed
+936,hatch closed
+937,hatch closed
+940,hatch closed
+941,hatch closed
+942,hatch closed
+943,hatch closed
+944,hatch closed
+945,hatch closed
+946,hatch closed
+947,hatch closed
+948,hatch closed
+949,hatch closed
+950,hatch closed
+951,hatch closed
+954,hatch closed
+955,hatch closed
+956,hatch closed
+957,hatch closed
+958,hatch closed
+959,hatch closed
+960,hatch closed
+961,hatch closed
+962,hatch closed
+963,hatch closed
+964,hatch closed
+965,hatch closed
+968,hatch closed
+969,hatch closed
+970,hatch closed
+971,hatch closed
+972,hatch closed
+973,hatch closed
+974,hatch closed
+975,hatch closed
+976,hatch closed
+977,hatch closed
+978,hatch closed
+979,hatch closed
+982,hatch closed
+983,hatch closed
+984,hatch closed
+985,hatch closed
+986,hatch closed
+987,hatch closed
+988,hatch closed
+989,hatch closed
+990,hatch closed
+991,hatch closed
+992,hatch closed
+993,hatch closed
+996,hatch closed
+997,hatch closed
+998,hatch closed
+999,hatch closed
+1000,hatch closed
+1001,hatch closed
+1002,hatch closed
+1003,hatch closed
+1004,hatch closed
+1005,hatch closed
+1006,hatch closed
+1007,hatch closed
+1010,hatch closed
+1011,hatch closed
+1117,hatch closed
+1118,hatch closed
+1119,hatch closed
+1122,hatch closed
+1123,hatch closed
+1124,hatch closed
+1125,hatch closed
+1126,hatch closed
+1127,hatch closed
+1128,hatch closed
+1129,hatch closed
+1130,hatch closed
+1131,hatch closed
+1132,hatch closed
+1133,hatch closed
+1136,hatch closed
+1137,hatch closed
+1138,hatch closed
+1139,hatch closed
+1140,hatch closed
+1141,hatch closed
+1142,hatch closed
+1143,hatch closed
+1144,hatch closed
+1145,hatch closed
+1146,hatch closed
+1147,hatch closed
+1150,hatch closed
+1151,hatch closed
+1152,hatch closed
+1153,hatch closed
+1154,hatch closed
+1155,hatch closed
+1156,hatch closed
+1157,hatch closed
+1158,hatch closed
+1159,hatch closed
+1160,hatch closed
+1161,hatch closed
+1164,hatch closed
+1165,hatch closed
+1166,hatch closed
+1167,hatch closed
+1168,hatch closed
+1169,hatch closed
+1170,hatch closed
+1171,hatch closed
+1172,hatch closed
+1173,hatch closed
+1174,hatch closed
+1175,hatch closed
+1178,hatch closed
+1179,hatch closed
+1180,hatch closed
+1181,hatch closed
+1182,hatch closed
+1183,hatch closed
+1184,hatch closed
+1185,hatch closed
+1186,hatch closed
+1187,hatch closed
+1188,hatch closed
+1189,hatch closed
+1192,hatch closed
+1193,hatch closed
+1194,hatch closed
+1195,hatch closed
+1196,hatch closed
+1197,hatch closed
+1198,hatch closed
+1199,hatch closed
+1200,hatch closed
+1201,hatch closed
+1202,hatch closed
+1203,hatch closed
+1206,hatch closed
+1207,hatch closed
+1208,hatch closed
+1209,hatch closed
+1210,hatch closed
+1211,hatch closed
+1212,hatch closed
+1213,hatch closed
+1214,hatch closed
+1215,hatch closed
+1216,hatch closed
+1217,hatch closed
+1220,hatch closed
+1221,hatch closed
+1222,hatch closed
+1223,hatch closed
+1224,hatch closed
+1225,hatch closed
+1226,hatch closed
+1227,hatch closed
+1228,hatch closed
+1229,hatch closed
+1230,hatch closed
+1231,hatch closed
+1234,hatch closed
+1235,hatch closed
+1236,hatch closed
+1237,hatch closed
+1238,hatch closed
+1239,hatch closed
+1240,hatch closed
+1241,hatch closed
+1242,hatch closed
+1243,hatch closed
+1244,hatch closed
+1245,hatch closed
+1248,hatch closed
+1249,hatch closed
+1250,hatch closed
+1251,hatch closed
+1252,hatch closed
+1253,hatch closed
+1254,hatch closed
+1255,hatch closed
+1256,hatch closed
+1257,hatch closed
+1258,hatch closed
+1259,hatch closed
+1262,hatch closed
+1263,hatch closed
+1264,hatch closed
+1265,hatch closed
+1266,hatch closed
+1267,hatch closed
+1268,hatch closed
+1269,hatch closed
+1270,hatch closed
+1271,hatch closed
+1272,hatch closed
+1273,hatch closed
+1276,hatch closed
+1277,hatch closed
+1278,hatch closed
+1279,hatch closed
+1280,hatch closed
+1281,hatch closed
+1282,hatch closed
+1283,hatch closed
+1284,hatch closed
+1285,hatch closed
+1286,hatch closed
+1287,hatch closed
+1290,hatch closed
+1291,hatch closed
+1292,hatch closed
+1293,hatch closed
+1294,hatch closed
+1295,hatch closed
+1296,hatch closed
+1297,hatch closed
+1298,hatch closed
+1299,hatch closed
+1300,hatch closed
+1301,hatch closed
+1591,hatch closed
+1592,hatch closed
+1593,hatch closed
+1594,hatch closed
+1595,hatch closed
+1598,hatch closed
+1599,hatch closed
+1600,hatch closed
+1601,hatch closed
+1602,hatch closed
+1603,hatch closed
+1604,hatch closed
+1605,hatch closed
+1606,hatch closed
+1607,hatch closed
+1608,hatch closed
+1609,hatch closed
+1612,hatch closed
+1613,hatch closed
+1614,hatch closed
+1615,hatch closed
+1616,hatch closed
+1617,hatch closed
+1618,hatch closed
+1619,hatch closed
+1620,hatch closed
+1621,hatch closed
+1622,hatch closed
+1623,hatch closed
+1626,hatch closed
+1627,hatch closed
+1628,hatch closed
+1629,hatch closed
+1630,hatch closed
+1631,hatch closed
+1632,hatch closed
+1633,hatch closed
+1634,hatch closed
+1635,hatch closed
+1636,hatch closed
+1637,hatch closed
+1640,hatch closed
+1641,hatch closed
+1642,hatch closed
+1643,hatch closed
+1644,hatch closed
+1645,hatch closed
+1646,hatch closed
+1647,hatch closed
+1648,hatch closed
+1649,hatch closed
+1650,hatch closed
+1651,hatch closed
+1654,hatch closed
+1655,hatch closed
+1656,hatch closed
+1657,hatch closed
+1658,hatch closed
+1659,hatch closed
+1660,hatch closed
+1661,hatch closed
+1662,hatch closed
+1663,hatch closed
+1664,hatch closed
+1665,hatch closed
+1668,hatch closed
+1669,hatch closed
+1670,hatch closed
+1671,hatch closed
+1672,hatch closed
+1673,hatch closed
+1674,hatch closed
+1675,hatch closed
+1676,hatch closed
+1677,hatch closed
+1678,hatch closed
+1679,hatch closed
+1682,hatch closed
+1683,hatch closed
+1684,hatch closed
+1685,hatch closed
+1686,hatch closed
+1687,hatch closed
+1688,hatch closed
+1689,hatch closed
+1690,hatch closed
+1691,hatch closed
+1692,hatch closed
+1693,hatch closed
+1696,hatch closed
+1697,hatch closed
+1698,hatch closed
+1699,hatch closed
+1700,hatch closed
+1701,hatch closed
+2397,hatch closed
+2398,hatch closed
+2399,hatch closed
+2400,hatch closed
+2401,hatch closed
+2402,hatch closed
+2403,hatch closed
+2404,hatch closed
+2405,hatch closed
+2406,hatch closed
+2407,hatch closed
+2410,hatch closed
+2411,hatch closed
+2412,hatch closed
+2413,hatch closed
+2414,hatch closed
+2415,hatch closed
+2416,hatch closed
+2417,hatch closed
+2418,hatch closed
+2419,hatch closed
+2420,hatch closed
+2421,hatch closed
+2516,hatch closed
+2517,hatch closed
+2518,hatch closed
+2519,hatch closed
+2522,hatch closed
+2523,hatch closed
+2524,hatch closed
+2525,hatch closed
+2526,hatch closed
+2527,hatch closed
+2528,hatch closed
+2529,hatch closed
+2530,hatch closed
+2531,hatch closed
+2532,hatch closed
+2533,hatch closed
+2536,hatch closed
+2537,hatch closed
+2538,hatch closed
+2539,hatch closed
+2540,hatch closed
+2541,hatch closed
+2542,hatch closed
+2543,hatch closed
+2544,hatch closed
+2545,hatch closed
+2546,hatch closed
+2547,hatch closed
+2550,hatch closed
+2551,hatch closed
+2552,hatch closed
+2553,hatch closed
+2554,hatch closed
+2555,hatch closed
+2556,hatch closed
+2557,hatch closed
+2558,hatch closed
+2559,hatch closed
+2560,hatch closed
+2561,hatch closed
+2564,hatch closed
+2565,hatch closed
+2566,hatch closed
+2567,hatch closed
+2568,hatch closed
+2569,hatch closed
+2570,hatch closed
+2571,hatch closed
+2572,hatch closed
+2573,hatch closed
+2574,hatch closed
+2575,hatch closed
+2578,hatch closed
+2579,hatch closed
+2580,hatch closed
+2581,hatch closed
+2582,hatch closed
+2583,hatch closed
+2584,hatch closed
+2585,hatch closed
+2586,hatch closed
+2587,hatch closed
+2588,hatch closed
+2589,hatch closed
+2592,hatch closed
+2593,hatch closed
+2594,hatch closed
+2595,hatch closed
+2596,hatch closed
+2597,hatch closed
+2598,hatch closed
+2599,hatch closed
+2600,hatch closed
+2601,hatch closed
+2602,hatch closed
+2603,hatch closed
+2628,hatch closed
+2629,hatch closed
+2630,hatch closed
+2631,hatch closed
+2634,hatch closed
+2635,hatch closed
+2636,hatch closed
+2637,hatch closed
+2638,hatch closed
+2639,hatch closed
+2640,hatch closed
+2641,hatch closed
+2642,hatch closed
+2643,hatch closed
+2644,hatch closed
+2645,hatch closed
+2725,hatch closed
+2726,hatch closed
+2727,hatch closed
+2728,hatch closed
+2729,hatch closed
+2732,hatch closed
+2733,hatch closed
+2734,hatch closed
+2735,hatch closed
+2736,hatch closed
+2737,hatch closed
+2738,hatch closed
+2739,hatch closed
+2740,hatch closed
+2741,hatch closed
+2742,hatch closed
+2743,hatch closed
+2746,hatch closed
+2747,hatch closed
+2748,hatch closed
+2749,hatch closed
+2750,hatch closed
+2751,hatch closed
+2752,hatch closed
+2753,hatch closed
+2754,hatch closed
+2755,hatch closed
+2756,hatch closed
+2757,hatch closed
+2760,hatch closed
+2761,hatch closed
+2762,hatch closed
+2763,hatch closed
+2764,hatch closed
+2765,hatch closed
+2766,hatch closed
+2767,hatch closed
+2768,hatch closed
+2769,hatch closed
+2770,hatch closed
+2771,hatch closed
+2774,hatch closed
+2775,hatch closed
+2776,hatch closed
+2777,hatch closed
+2778,hatch closed
+2779,hatch closed
+2780,hatch closed
+2781,hatch closed
+2782,hatch closed
+2783,hatch closed
+2784,hatch closed
+2785,hatch closed
+2788,hatch closed
+2789,hatch closed
+2790,hatch closed
+2791,hatch closed
+2792,hatch closed
+2804,hatch closed
+2805,hatch closed
+2806,hatch closed
+2807,hatch closed
+2808,hatch closed
+2809,hatch closed
+2810,hatch closed
+2811,hatch closed
+2812,hatch closed
+2813,hatch closed
+2816,hatch closed
+2817,hatch closed
+2818,hatch closed
+2819,hatch closed
+2820,hatch closed
+2821,hatch closed
+2822,hatch closed
+2823,hatch closed
+2824,hatch closed
+2825,hatch closed
+2826,hatch closed
+2827,hatch closed
+2830,hatch closed
+2831,hatch closed
+2832,hatch closed
+2833,hatch closed
+2834,hatch closed
+2835,hatch closed
+2836,hatch closed
+2837,hatch closed
+2838,hatch closed
+2839,hatch closed
+2840,hatch closed
+2841,hatch closed
+2844,hatch closed
+2845,hatch closed
+2846,hatch closed
+2847,hatch closed
+2851,hatch closed
+2852,hatch closed
+2853,hatch closed
+2854,hatch closed
+2855,hatch closed
+2858,hatch closed
+2859,hatch closed
+2860,hatch closed
+2861,hatch closed
+2862,hatch closed
+2863,hatch closed
+2864,hatch closed
+2865,hatch closed
+2866,hatch closed
+2867,hatch closed
+2868,hatch closed
+2869,hatch closed
+2872,hatch closed
+2873,hatch closed
+2874,hatch closed
+2875,hatch closed
+2876,hatch closed
+2877,hatch closed
+2878,hatch closed