Merge pull request #523 from TRI-AMDD/fix_auto_load_bug_schema

Fix bug with loading processed file from a different environment

beep/structure/base.py

@@ -200,6 +200,8 @@ def __init__(self, raw_data, metadata, paths=None, schema=None, impute_missing=T
 
             if os.path.exists(abs_schema):
                 self.schema = abs_schema
+            elif os.path.exists(os.path.join(VALIDATION_SCHEMA_DIR, os.path.split(schema)[-1])):
+                self.schema = os.path.join(VALIDATION_SCHEMA_DIR, os.path.split(schema)[-1])
             else:
                 raise FileNotFoundError(f"The schema file specified for validation could not be found: {schema}.")
 

beep/structure/tests/test_base.py

@@ -29,6 +29,8 @@
 from beep.structure.base_eis import EIS, BEEPDatapathWithEIS
 from beep.structure.maccor import MaccorDatapath
 from beep.tests.constants import TEST_FILE_DIR, BIG_FILE_TESTS, SKIP_MSG
+from beep.structure.cli import auto_load_processed
+from beep import VALIDATION_SCHEMA_DIR
 
 
 class TestBEEPDatapath(unittest.TestCase):
@@ -203,6 +205,13 @@ def test_serialization(self):
                 if os.path.exists(fname):
                     os.remove(fname)
 
+    # Test to address bug where schema_path is absolute but is created in a different environment
+    def test_reloading_new(self):
+        test_file = os.path.join(TEST_FILE_DIR, "PredictionDiagnostics_000107_0001B9_structure_short.json")
+        struct = auto_load_processed(test_file)
+        self.assertEqual(struct.schema,
+                         os.path.join(VALIDATION_SCHEMA_DIR, "schema-maccor-2170.yaml"))
+
     # based on RCRT.test_serialization
     def test_serialization_legacy(self):
         test_file = os.path.join(

beep/tests/test_files/PredictionDiagnostics_000107_0001B9_structure_short.json

@@ -0,0 +1 @@
+{"@module": "beep.structure.maccor", "@class": "MaccorDatapath", "metadata": {"_today_datetime": "10/10/2019", "start_datetime": "10/10/2019", "filename": "C:\\Users\\Maccor Tester User\\Documents\\Backup\\STANFORD LOANER #1\\STANFORD LOANER #2\\PredictionDiagnostics_000107_0001B9.008", "protocol": "PredictionDiagnostics_000107.000", "barcode": "0001B9", "channel_id": 8}, "paths": {"raw": "/home/beep_ep/s3TempInput/d3Batt/maccor/PredictionDiagnostics_000107_0001B9.008", "metadata": "/home/beep_ep/s3TempInput/d3Batt/maccor/PredictionDiagnostics_000107_0001B9.008", "protocol_parameters": "/home/beep_ep/s3TempInput/d3Batt/raw/parameters", "structured": "/Users/patrickherring/Code/beep/beep/tests/test_files/PredictionDiagnostics_000107_0001B9_structure.json"}, "barcode": "0001B9", "protocol": "PredictionDiagnostics_000107.000", "channel_id": 8, "summary": {"cycle_index": [0, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65], "discharge_capacity": [4.7429470283, 3.7637790322, 3.756532646, 3.7511818379, 3.7448093907, 3.737966022, 3.7311903633, 3.7209321978, 3.7091684939, 3.6966655858, 3.6805860329, 3.6634045815, 3.6433727175, 3.6208399825, 3.5947986286, 3.5680178022, 3.5354423527, 3.5000435887, 3.4617545879, 3.4201041346, 3.3750660296, 3.3274330199, 3.2790473634, 3.2267761145, 3.1735504482, 3.1196928626, 3.0667359153, 3.0105391165, 2.9566144172, 2.7804007973, 2.7265431563, 3.4520609992, 3.3674969851, 3.277097879, 3.1898986782, 3.1070821482, 3.0269545396, 2.9502417239, 2.7586613775, 2.686304516, 2.6173489497, 2.5519025018, 2.488338201, 2.4279063567, 2.3689803031, 2.3095434532, 2.248883065, 2.1884107404, 2.1275893721, 2.0685554907, 2.008406061, 1.951779001, 1.8944797144, 1.8405682695, 1.9521080644, 4.3877135163], "charge_capacity": [3.8534094846999998, 3.7158041116, 3.7584523385, 3.7537525266, 3.7486121774, 3.7426810069, 3.7366939021000003, 3.7280898452, 3.7182147218, 3.7063537092, 3.6934600354, 3.6765500026, 3.6589429472000004, 3.6383338732, 3.6150100494, 3.5882736495999996, 3.5600624215, 3.5275234874, 3.4911835170999996, 3.4516315867, 3.408540322, 3.3622524109, 3.3140088967000003, 3.2634971084999997, 3.2114778604000005, 3.156660228, 3.1042392379000003, 3.0481350836, 2.9926685657, 2.7982581248000002, 2.7589742129, 3.2413230233, 3.4160807368, 3.3407856330000003, 3.2513505894000003, 3.1660103063, 3.0817144223, 3.0027320445, 2.7870632555999997, 2.7335135830999997, 2.6651527441000002, 2.5998608605999998, 2.5372936262, 2.4746394408, 2.4177132588, 2.3600557107, 2.3008421162, 2.2428276926, 2.1838697312, 2.1247993827, 2.0678974650999997, 2.0114160347, 1.9568111168, 1.9047567731, 1.8613298003, 3.278181981], "discharge_energy": [17.3609821656, 13.1241756294, 13.0939409265, 13.069923297, 13.0407451644, 13.0099306062, 12.9810881368, 12.9371784058, 12.8874921075, 12.8357204359, 12.7704168233, 12.702366483, 12.6212854986, 12.5322441471, 12.4310944627, 12.3284849785, 12.2021901108, 12.0666620383, 11.9209349307, 11.7615403765, 11.5890824738, 11.4064635679, 11.2233500245, 11.024492667, 10.8225660582, 10.6194906564, 10.4205874209, 10.2097473614, 10.0085571081, 9.3689519044, 9.171949715, 11.866986692, 11.5464393392, 11.2073094427, 10.8814714993, 10.5715247112, 10.2742903583, 9.9893819821, 9.2924627314, 9.0295887012, 8.7775203353, 8.5390977167, 8.3089125785, 8.0907078877, 7.8798589028, 7.6666808782, 7.4502603969, 7.2353483666, 7.0191388651, 6.8099915295, 6.5979451341, 6.3990353453, 6.2000270859, 6.0131118119, 6.4000392794, 16.1900655936], "charge_energy": [15.0071067076, 14.3421375536, 14.582724734300001, 14.5688022491, 14.5540246779, 14.535893597, 14.5188428692, 14.492273847599998, 14.4615984348, 14.4243336517, 14.3845317514, 14.330698533, 14.274230026, 14.2078141975, 14.1314926699, 14.0422341606, 13.946820368000001, 13.8360236949, 13.7113366518, 13.575475357, 13.425517519, 13.2645437006, 13.0951146682, 12.9163803502, 12.731108935500002, 12.5337112066, 12.342747296199999, 12.1379153279, 11.934325342000001, 11.2560376386, 11.106842294, 12.672052195600001, 13.4499027771, 13.190919934099998, 12.8744856788, 12.567187887700001, 12.2610679766, 11.971648704499998, 11.2136324093, 11.0097705184, 10.7495862467, 10.499355741599999, 10.2598778694, 10.021567705399999, 9.8053061003, 9.588801283, 9.367212396900001, 9.1520425634, 8.9354300426, 8.7200934989, 8.515002445699999, 8.3132088272, 8.120836697, 7.9385060623, 7.528934109400001, 12.9100145769], "dc_internal_resistance": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], "temperature_maximum": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], "temperature_average": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], "temperature_minimum": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], "date_time_iso": ["2019-10-11T01:14:37+00:00", "2019-10-16T05:32:35+00:00", "2019-10-16T08:04:09+00:00", "2019-10-16T10:36:38+00:00", "2019-10-16T13:08:55+00:00", "2019-10-16T15:40:57+00:00", "2019-10-16T18:12:44+00:00", "2019-10-16T20:44:15+00:00", "2019-10-16T23:15:20+00:00", "2019-10-17T01:45:59+00:00", "2019-10-17T04:16:06+00:00", "2019-10-17T06:45:37+00:00", "2019-10-17T09:14:21+00:00", "2019-10-17T11:42:18+00:00", "2019-10-17T14:09:19+00:00", "2019-10-17T16:35:17+00:00", "2019-10-17T19:00:09+00:00", "2019-10-17T21:23:45+00:00", "2019-10-17T23:45:58+00:00", "2019-10-18T02:06:41+00:00", "2019-10-18T04:25:42+00:00", "2019-10-18T06:42:56+00:00", "2019-10-18T08:58:12+00:00", "2019-10-18T11:11:29+00:00", "2019-10-18T13:22:40+00:00", "2019-10-18T15:31:43+00:00", "2019-10-18T17:38:33+00:00", "2019-10-18T19:43:18+00:00", "2019-10-18T21:45:48+00:00", "2019-10-18T23:46:09+00:00", "2019-10-19T01:19:38+00:00", "2019-10-21T03:14:53+00:00", "2019-10-21T05:29:13+00:00", "2019-10-21T07:46:10+00:00", "2019-10-21T09:59:51+00:00", "2019-10-21T12:09:57+00:00", "2019-10-21T14:16:41+00:00", "2019-10-21T16:20:10+00:00", "2019-10-21T18:20:37+00:00", "2019-10-21T19:53:50+00:00", "2019-10-21T21:26:09+00:00", "2019-10-21T22:57:37+00:00", "2019-10-22T00:28:16+00:00", "2019-10-22T01:58:08+00:00", "2019-10-22T03:27:15+00:00", "2019-10-22T04:55:38+00:00", "2019-10-22T06:23:17+00:00", "2019-10-22T07:50:11+00:00", "2019-10-22T09:16:20+00:00", "2019-10-22T10:41:43+00:00", "2019-10-22T12:06:23+00:00", "2019-10-22T13:30:18+00:00", "2019-10-22T14:53:30+00:00", "2019-10-22T16:16:01+00:00", "2019-10-22T17:37:51+00:00", "2019-11-22T21:27:16+00:00"], "energy_efficiency": [1.1568506956100464, 0.9150781035423279, 0.8979077339172363, 0.8971171975135803, 0.8960232734680176, 0.8950210213661194, 0.8940855860710144, 0.892694890499115, 0.8911526799201965, 0.8898657560348511, 0.8877881765365601, 0.8863745331764221, 0.8842008113861084, 0.8820670247077942, 0.8796731233596802, 0.8779575228691101, 0.8749083876609802, 0.8721191883087158, 0.8694217801094055, 0.8663814663887024, 0.863213062286377, 0.8599212765693665, 0.857063889503479, 0.8535280227661133, 0.8500882387161255, 0.8472742438316345, 0.8442680835723877, 0.8411450386047363, 0.8386361598968506, 0.8323490023612976, 0.8257927298545837, 0.9364691972732544, 0.8584775328636169, 0.8496230244636536, 0.8451966047286987, 0.8412004709243774, 0.8379604816436768, 0.8344199061393738, 0.8286755084991455, 0.8201432228088379, 0.8165449500083923, 0.8132973313331604, 0.8098451495170593, 0.807329535484314, 0.8036321401596069, 0.7995452880859375, 0.7953551411628723, 0.7905719876289368, 0.7855401039123535, 0.7809539437294006, 0.774861216545105, 0.7697431445121765, 0.7634714841842651, 0.7574613690376282, 0.8500591516494751, 1.2540702819824219], "charge_throughput": [3.8534095287323, 7.569213390350342, 11.327666282653809, 15.08141803741455, 18.83003044128418, 22.572711944580078, 26.309406280517578, 30.037494659423828, 33.75571060180664, 37.46206283569336, 41.15552520751953, 44.83207321166992, 48.49101638793945, 52.12935256958008, 55.744361877441406, 59.33263397216797, 62.892696380615234, 66.42021942138672, 69.91140747070312, 73.363037109375, 76.77157592773438, 80.13382720947266, 83.44783782958984, 86.71133422851562, 89.92281341552734, 93.07947540283203, 96.18370819091797, 99.23184967041016, 102.22451782226562, 105.02277374267578, 107.78174591064453, 111.0230712890625, 114.43914794921875, 117.77993774414062, 121.03128814697266, 124.19729614257812, 127.27901458740234, 130.28173828125, 133.0688018798828, 135.8023223876953, 138.46746826171875, 141.0673370361328, 143.60462951660156, 146.0792694091797, 148.49697875976562, 150.85704040527344, 153.1578826904297, 155.4007110595703, 157.58457946777344, 159.70938110351562, 161.7772674560547, 163.7886962890625, 165.74549865722656, 167.65025329589844, 169.51158142089844, 172.78976440429688], "energy_throughput": [15.00710678100586, 29.349245071411133, 43.931968688964844, 58.500770568847656, 73.05479431152344, 87.59069061279297, 102.10953521728516, 116.601806640625, 131.0634002685547, 145.48773193359375, 159.8722686767578, 174.20297241210938, 188.47720336914062, 202.6850128173828, 216.81651306152344, 230.85873413085938, 244.80555725097656, 258.6415710449219, 272.3529052734375, 285.92840576171875, 299.3539123535156, 312.61846923828125, 325.71356201171875, 338.62994384765625, 351.3610534667969, 363.894775390625, 376.2375183105469, 388.37542724609375, 400.30975341796875, 411.5657958984375, 422.6726379394531, 435.3446960449219, 448.7945861816406, 461.9855041503906, 474.8599853515625, 487.42718505859375, 499.6882629394531, 511.659912109375, 522.87353515625, 533.88330078125, 544.6328735351562, 555.1322631835938, 565.3921508789062, 575.4136962890625, 585.218994140625, 594.8078002929688, 604.1749877929688, 613.3270874023438, 622.2625122070312, 630.9826049804688, 639.49755859375, 647.810791015625, 655.931640625, 663.8701171875, 671.3990478515625, 684.30908203125], "charge_duration": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], "time_temperature_integrated": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], "paused": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "CV_time": [2114.43994140625, 1799.969970703125, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1769.949951171875, 1799.949951171875, 1799.969970703125, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.989990234375, 1799.949951171875, 1799.949951171875, 1799.949951171875, 1799.9599609375, 1799.969970703125, 1799.969970703125, 1799.969970703125, 1799.969970703125, 1799.97998046875, 1799.97998046875, 1769.969970703125, 1769.97998046875, 1769.949951171875, 1769.949951171875, 1769.949951171875, 1739.949951171875, 8.350000381469727, 1858.550048828125], "CV_current": [0.13847562670707703, 0.3035019338130951, 0.3030441701412201, 0.30601969361305237, 0.30510413646698, 0.30830854177474976, 0.30693522095680237, 0.30922406911849976, 0.3158617615699768, 0.3174639642238617, 0.3195239305496216, 0.32707712054252625, 0.3291371166706085, 0.33897918462753296, 0.34218356013298035, 0.3499656617641449, 0.35866332054138184, 0.365987628698349, 0.37399861216545105, 0.3810940682888031, 0.39047837257385254, 0.40192264318466187, 0.4149690866470337, 0.4300755262374878, 0.4442664086818695, 0.4618905782699585, 0.4751659333705902, 0.4886701703071594, 0.5072098970413208, 0.7956054210662842, 0.7889677286148071, 0.3845273554325104, 0.4284733235836029, 0.4451819658279419, 0.461661696434021, 0.4776836931705475, 0.5019454956054688, 0.5181964039802551, 0.7878233194351196, 0.7798123359680176, 0.7665369510650635, 0.7473105788230896, 0.7260242700576782, 0.6997024416923523, 0.6777294278144836, 0.6536964774131775, 0.6294346451759338, 0.6072327494621277, 0.5861753225326538, 0.5628290176391602, 0.5438315272331238, 0.5264362692832947, 0.5138475894927979, 0.5012588500976562, 2.4200046062469482, 0.13847562670707703]}, "cycles_interpolated": {"voltage": [2.700000047683716], "test_time": [NaN], "current": [NaN], "internal_resistance": [NaN], "charge_capacity": [NaN], "discharge_capacity": [NaN], "charge_energy": [NaN], "discharge_energy": [NaN], "temperature": [NaN], "cycle_index": [0], "step_type": ["discharge"]}, "diagnostic_summary": {"cycle_index": [1, 2, 3, 4, 5, 36, 37, 38, 39, 40, 66, 67, 68, 69, 70], "discharge_capacity": [4.7376826715, 4.8746651274, 4.6677324044, 4.5171802758, 4.4582277543, 4.4917521038, 4.576792038100001, 4.4896847422, 4.2528130706, 4.0249431913, 4.385266111, 4.4579683433, 4.331671795, 4.1804021013, 4.006793506], "charge_capacity": [4.7606922357, 4.8985530634, 4.7476468878, 4.6736548225, 4.5212205584, 3.8716141152, 4.5237620405, 4.5369029272, 4.5012495155, 4.2598006237, 4.3979488988, 4.445112962599999, 4.3743268552, 4.3365258494, 4.1835454439], "discharge_energy": [17.3890328189, 17.6062695319, 17.0955002632, 16.0273657067, 15.3000272022, 16.4405990314, 16.4878332571, 16.4030251278, 14.9006411233, 13.5889786272, 16.1894835376, 16.228623813099997, 15.9340580677, 14.8102836443, 13.6688132966], "charge_energy": [18.1015468597, 18.8200771289, 18.0632282129, 17.8028167079, 17.2809456621, 15.0232022555, 17.466739525900003, 17.3300385926, 17.2002425297, 16.3694513783, 16.7719219572, 17.0974116915, 16.7111591304, 16.5797989165, 16.057167721], "temperature_maximum": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], "temperature_average": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], "temperature_minimum": [NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN], "date_time_iso": ["2019-10-11T16:59:18+00:00", "2019-10-12T07:07:14+00:00", "2019-10-15T08:21:29+00:00", "2019-10-15T18:16:31+00:00", "2019-10-16T00:13:29+00:00", "2019-10-19T02:52:27+00:00", "2019-10-19T15:30:18+00:00", "2019-10-20T06:44:27+00:00", "2019-10-20T16:21:36+00:00", "2019-10-20T22:09:52+00:00", "2019-11-23T08:48:27+00:00", "2019-11-23T21:46:07+00:00", "2019-11-24T12:36:34+00:00", "2019-11-24T21:48:23+00:00", "2019-11-25T03:21:13+00:00"], "coulombic_efficiency": [0.9951667608278786, 0.9951234710146389, 0.9831675595745428, 0.9665198752062955, 0.9860673012328575, 1.1601755676438237, 1.0117225435655628, 0.9895924189347508, 0.9448072265168791, 0.9448665669718583, 0.9971162039187266, 1.0028920256488785, 0.9902487716140157, 0.9639979666853361, 0.9577506829386255], "paused": [0, 200473, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "cycle_type": ["reset", "hppc", "rpt_0.2C", "rpt_1C", "rpt_2C", "reset", "hppc", "rpt_0.2C", "rpt_1C", "rpt_2C", "reset", "hppc", "rpt_0.2C", "rpt_1C", "rpt_2C"], "CV_time": [1875.760009765625, 6548.77978515625, 1467.1700439453125, 1452.56005859375, 1442.6300048828125, 3671.10009765625, 3583.68994140625, 2232.550048828125, 2089.260009765625, 2020.469970703125, 1826.27001953125, 2274.39990234375, 1565.68994140625, 1567.3599853515625, 1559.219970703125], "CV_current": [0.13847562670707703, 0.24193179607391357, 0.24170291423797607, 0.24193179607391357, 0.24193179607391357, 0.13847562670707703, 0.24193179607391357, 0.24170291423797607, 0.24193179607391357, 0.24193179607391357, 0.13847562670707703, 0.24147401750087738, 0.24193179607391357, 0.24193179607391357, 0.24170291423797607]}, "diagnostic_interpolated": {"voltage": [2.700000047683716], "test_time": [NaN], "current": [NaN], "internal_resistance": [NaN], "charge_capacity": [NaN], "discharge_capacity": [NaN], "charge_energy": [NaN], "discharge_energy": [NaN], "temperature": [NaN], "cycle_index": [1], "cycle_type": ["reset"], "step_index": [5], "step_index_counter": [1], "step_type": [0], "discharge_dQdV": [NaN], "charge_dQdV": [NaN]}, "structuring_parameters": {"v_range": [2.7, 4.2], "resolution": 1000, "diagnostic_resolution": 500, "nominal_capacity": 4.84, "full_fast_charge": 0.8, "diagnostic_available": {"parameter_set": "Tesla21700", "cycle_type": ["reset", "hppc", "rpt_0.2C", "rpt_1C", "rpt_2C"], "length": 5, "diagnostic_starts_at": [1, 36, 66]}, "charge_axis": "charge_capacity", "discharge_axis": "voltage"}, "schema_path": "/Users/patrickherring/Code/beep/beep/validation_schemas/schema-maccor-2170.yaml"}