Dataset update

data/D638/K1.jsonl

@@ -0,0 +1 @@
+{"sample_id": "K1", "batch_label": "K", "specimen_id": "2026_07_15/Tensile/Sheet1", "test_date": "2026-07-15", "session_folder": "2026_07_15/Tensile", "test_run_name": "Sheet1", "specimen_index": 1, "material_class": "SLS", "astm": {"standard": "D638", "type": "Type I", "year": "2022"}, "test_end_reason": "Break Detected", "geometry": {"width_mm": 12.32, "thickness_mm": 3.3, "area_mm2": 40.656, "gauge_length_mm": null}, "job_id": null, "print_date": null, "print_profile_id": null, "object_hash": null, "session_id": null, "print_profile_snapshot": null, "metrics": {"modulus_pa": 1905000000.0, "peak_load_n": null, "peak_stress_pa": null, "strain_at_peak": null, "load_at_break_n": null, "stress_at_break_pa": null, "strain_at_break": null, "energy_to_break_j": null, "yield_stress_pa": null, "strain_at_yield": null}, "curves": {"time_s": [], "extension_m": [], "load_n": [], "strain": [0.000164847221656514, 0.000248585087592308, 0.000326861764555645, 0.000408779263600772, 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analyzed — no raw load/extension trace to derive it from). Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tesnile_k.xlsx", "xlsx_sheet": "Sheet1"}}

data/D638/K2.jsonl

@@ -0,0 +1 @@
+{"sample_id": "K2", "batch_label": "K", "specimen_id": "2026_07_15/Tensile/Sheet2", "test_date": "2026-07-15", "session_folder": "2026_07_15/Tensile", "test_run_name": "Sheet2", "specimen_index": 2, "material_class": "SLS", "astm": {"standard": "D638", "type": "Type I", "year": "2022"}, "test_end_reason": "Break Detected", "geometry": {"width_mm": 12.32, "thickness_mm": 3.3, "area_mm2": 40.656, "gauge_length_mm": null}, "job_id": null, "print_date": null, "print_profile_id": null, "object_hash": null, "session_id": null, "print_profile_snapshot": null, "metrics": {"modulus_pa": 2036000000.0, "peak_load_n": null, "peak_stress_pa": null, "strain_at_peak": null, "load_at_break_n": null, "stress_at_break_pa": null, "strain_at_break": null, "energy_to_break_j": null, "yield_stress_pa": null, "strain_at_yield": null}, "curves": {"time_s": [], "extension_m": [], "load_n": [], "strain": [0.000180665425672115, 0.000260155712939397, 0.000341466393587483, 0.000418529486737011, 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16392989.685947299, 16412840.8240596, 16431758.1795276, 16452139.261809401, 16466952.177165601, 16501575.6966607, 16519135.914652001, 16537242.590653902, 16553938.083881399, 16585959.922793498, 16593622.345006699, 16612575.7306732, 16614546.8827825, 16646142.3643458, 16643786.8901192, 16662238.855523301, 16653714.711062798, 16669709.1166779, 16662132.266186101, 16634229.879968502, 1087341.84904673]}, "notes": "Raw persistent.h5/DAQ h5 unavailable for this specimen; strain/stress curve and metrics extracted from the TestWorks xlsx export only (already analyzed — no raw load/extension trace to derive it from). Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tesnile_k.xlsx", "xlsx_sheet": "Sheet2"}}

data/D638/K3.jsonl

@@ -0,0 +1 @@
+{"sample_id": "K3", "batch_label": "K", "specimen_id": "2026_07_15/Tensile/Sheet3", "test_date": "2026-07-15", "session_folder": "2026_07_15/Tensile", "test_run_name": "Sheet3", "specimen_index": 3, "material_class": "SLS", "astm": {"standard": "D638", "type": "Type I", "year": "2022"}, "test_end_reason": "Break Detected", "geometry": {"width_mm": 12.2, "thickness_mm": 3.25, "area_mm2": 39.65, "gauge_length_mm": null}, "job_id": null, "print_date": null, "print_profile_id": null, "object_hash": null, "session_id": null, "print_profile_snapshot": null, "metrics": {"modulus_pa": 1934000000.0, "peak_load_n": null, "peak_stress_pa": null, "strain_at_peak": null, "load_at_break_n": null, "stress_at_break_pa": null, "strain_at_break": null, "energy_to_break_j": null, "yield_stress_pa": null, "strain_at_yield": null}, "curves": {"time_s": [], "extension_m": [], "load_n": [], "strain": [8.13375007025678e-05, 0.000166288963697239, 0.000242138473032959, 0.000324055954417994, 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Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tesnile_k.xlsx", "xlsx_sheet": "Sheet3"}}

data/D638/K4.jsonl

@@ -0,0 +1 @@
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Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tesnile_k.xlsx", "xlsx_sheet": "Sheet4"}}

data/D638/K5.jsonl

@@ -0,0 +1 @@
+{"sample_id": "K5", "batch_label": "K", "specimen_id": "2026_07_15/Tensile/Sheet5", "test_date": "2026-07-15", "session_folder": "2026_07_15/Tensile", "test_run_name": "Sheet5", "specimen_index": 5, "material_class": "SLS", "astm": {"standard": "D638", "type": "Type I", "year": "2022"}, "test_end_reason": "Break Detected", "geometry": {"width_mm": 12.2, "thickness_mm": 3.25, "area_mm2": 39.65, "gauge_length_mm": null}, "job_id": null, "print_date": null, "print_profile_id": null, "object_hash": null, "session_id": null, "print_profile_snapshot": null, "metrics": {"modulus_pa": 1949000000.0, "peak_load_n": null, "peak_stress_pa": null, "strain_at_peak": null, "load_at_break_n": null, "stress_at_break_pa": null, "strain_at_break": null, "energy_to_break_j": null, "yield_stress_pa": null, "strain_at_yield": null}, "curves": {"time_s": [], "extension_m": [], "load_n": [], "strain": [0.000100791206735672, 0.000185135855748325, 0.000260378582007186, 0.000342902864129172, 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14060315.664899899, 14112077.7875749, 14140474.1438761, 14164874.3522423, 14214527.567879101, 14241373.8005399, 14263612.764029, 14304644.0903807, 14332820.3198889, 14372635.5611602, 14407646.4966898, 14445542.1707519, 14468132.105631301, 14496516.1471469, 14523165.3432377, 14562504.9259142, 14587702.5166496, 14613571.2632014, 14649941.443194399, 14683312.972887801, 14722358.5400575, 14734140.7112035, 14769670.4070776, 14779651.540826, 14808041.7397344, 14826923.3847927, 14857542.559899101, 14887775.3586066, 14896788.2423353, 14935419.7248384, 14964016.1964061, 14991505.876615701, 15003532.8041259, 15036587.228089498, 15065910.272009, 15079251.8028846, 15092388.6004492, 15133252.1378468, 15155181.6923471, 15156756.4455588, 15182569.7755753, 15203735.813367, 15228500.8472573, 15254480.4268797, 15268171.389797399, 15295077.6570381, 15297886.9675087, 15329452.8417599, 15354297.9217568, 15361686.7931313, 15386747.3818766, 15398535.7104154, 15421338.0753468, 15439876.4457558, 15468977.823534, 15468086.5409245, 15476003.408732701, 15489127.8915117, 15525124.0098912, 15523967.9593908, 15533824.4059347, 15554813.418683, 15580420.476040399, 15585774.3290905, 15583163.5945381, 15605245.5445106, 15625909.754788, 15630286.1217292, 15275155.4125946, 969129.757201687]}, "notes": "Raw persistent.h5/DAQ h5 unavailable for this specimen; strain/stress curve and metrics extracted from the TestWorks xlsx export only (already analyzed — no raw load/extension trace to derive it from). Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tesnile_k.xlsx", "xlsx_sheet": "Sheet5"}}

data/D638/L1.jsonl

@@ -0,0 +1 @@
+{"sample_id": "L1", "batch_label": "L", "specimen_id": "2026_07_15/Tensile/Sheet1", "test_date": "2026-07-15", "session_folder": "2026_07_15/Tensile", "test_run_name": "Sheet1", "specimen_index": 1, "material_class": "SLS", "astm": {"standard": "D638", "type": "Type I", "year": "2022"}, "test_end_reason": "Break Detected", "geometry": {"width_mm": 12.6, "thickness_mm": 3.2, "area_mm2": 40.32, "gauge_length_mm": null}, "job_id": null, "print_date": null, "print_profile_id": null, "object_hash": null, "session_id": null, "print_profile_snapshot": null, "metrics": {"modulus_pa": 1234000000.0, "peak_load_n": null, "peak_stress_pa": null, "strain_at_peak": null, "load_at_break_n": null, "stress_at_break_pa": null, "strain_at_break": null, "energy_to_break_j": null, "yield_stress_pa": null, "strain_at_yield": null}, "curves": {"time_s": [], "extension_m": [], "load_n": [], "strain": [-0.000476153564006146, -0.000392415715730443, -0.000316566206394723, -0.000234041888952555, 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74285.73000998721]}, "notes": "Raw persistent.h5/DAQ h5 unavailable for this specimen; strain/stress curve and metrics extracted from the TestWorks xlsx export only (already analyzed — no raw load/extension trace to derive it from). Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tensile_L.xlsx", "xlsx_sheet": "Sheet1"}}

data/D638/L2.jsonl

@@ -0,0 +1 @@
+{"sample_id": "L2", "batch_label": "L", "specimen_id": "2026_07_15/Tensile/Sheet2", "test_date": "2026-07-15", "session_folder": "2026_07_15/Tensile", "test_run_name": "Sheet2", "specimen_index": 2, "material_class": "SLS", "astm": {"standard": "D638", "type": "Type I", "year": "2022"}, "test_end_reason": "Break Detected", "geometry": {"width_mm": 12.6, "thickness_mm": 3.2, "area_mm2": 40.32, "gauge_length_mm": null}, "job_id": null, "print_date": null, "print_profile_id": null, "object_hash": null, "session_id": null, "print_profile_snapshot": null, "metrics": {"modulus_pa": 1250000000.0, "peak_load_n": null, "peak_stress_pa": null, "strain_at_peak": null, "load_at_break_n": null, "stress_at_break_pa": null, "strain_at_break": null, "energy_to_break_j": null, "yield_stress_pa": null, "strain_at_yield": null}, "curves": {"time_s": [], "extension_m": [], "load_n": [], "strain": [9.91528688175967e-05, 0.000182890734753391, 0.000258133461012252, 0.000341264508551005, 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derive it from). Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tensile_L.xlsx", "xlsx_sheet": "Sheet2"}}

data/D638/L3.jsonl

@@ -0,0 +1 @@
+{"sample_id": "L3", "batch_label": "L", "specimen_id": "2026_07_15/Tensile/Sheet3", "test_date": "2026-07-15", "session_folder": "2026_07_15/Tensile", "test_run_name": "Sheet3", "specimen_index": 3, "material_class": "SLS", "astm": {"standard": "D638", "type": "Type I", "year": "2022"}, "test_end_reason": "Break Detected", "geometry": {"width_mm": 12.6, "thickness_mm": 3.2, "area_mm2": 40.32, "gauge_length_mm": null}, "job_id": null, "print_date": null, "print_profile_id": null, "object_hash": null, "session_id": null, "print_profile_snapshot": null, "metrics": {"modulus_pa": 1124000000.0, "peak_load_n": null, "peak_stress_pa": null, "strain_at_peak": null, "load_at_break_n": null, "stress_at_break_pa": null, "strain_at_break": null, "energy_to_break_j": null, "yield_stress_pa": null, "strain_at_yield": null}, "curves": {"time_s": [], "extension_m": [], "load_n": [], "strain": [9.9448681859971e-05, 0.000183186530135674, 0.000258429256394535, 0.000341560356913562, 0.000423477820638506, 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Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tensile_L.xlsx", "xlsx_sheet": "Sheet3"}}

data/D638/L4.jsonl

@@ -0,0 +1 @@
+{"sample_id": "L4", "batch_label": "L", "specimen_id": "2026_07_15/Tensile/Sheet4", "test_date": "2026-07-15", "session_folder": "2026_07_15/Tensile", "test_run_name": "Sheet4", "specimen_index": 4, "material_class": "SLS", "astm": {"standard": "D638", "type": "Type I", "year": "2022"}, "test_end_reason": "Break Detected", "geometry": {"width_mm": 12.6, "thickness_mm": 3.2, "area_mm2": 40.32, "gauge_length_mm": null}, "job_id": null, "print_date": null, "print_profile_id": null, "object_hash": null, "session_id": null, "print_profile_snapshot": null, "metrics": {"modulus_pa": 1187000000.0, "peak_load_n": null, "peak_stress_pa": null, "strain_at_peak": null, "load_at_break_n": null, "stress_at_break_pa": null, "strain_at_break": null, "energy_to_break_j": null, "yield_stress_pa": null, "strain_at_yield": null}, "curves": {"time_s": [], "extension_m": [], "load_n": [], "strain": [0.000105312327425083, 0.000187836600717023, 0.000263686110052743, 0.000347423993648628, 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7693777.38710434, 75868.61177096289]}, "notes": "Raw persistent.h5/DAQ h5 unavailable for this specimen; strain/stress curve and metrics extracted from the TestWorks xlsx export only (already analyzed — no raw load/extension trace to derive it from). Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tensile_L.xlsx", "xlsx_sheet": "Sheet4"}}

data/D638/L5.jsonl

@@ -0,0 +1 @@
+{"sample_id": "L5", "batch_label": "L", "specimen_id": "2026_07_15/Tensile/Sheet5", "test_date": "2026-07-15", "session_folder": "2026_07_15/Tensile", "test_run_name": "Sheet5", "specimen_index": 5, "material_class": "SLS", "astm": {"standard": "D638", "type": "Type I", "year": "2022"}, "test_end_reason": "Break Detected", "geometry": {"width_mm": 12.6, "thickness_mm": 3.2, "area_mm2": 40.32, "gauge_length_mm": null}, "job_id": null, "print_date": null, "print_profile_id": null, "object_hash": null, "session_id": null, "print_profile_snapshot": null, "metrics": {"modulus_pa": 1215000000.0, "peak_load_n": null, "peak_stress_pa": null, "strain_at_peak": null, "load_at_break_n": null, "stress_at_break_pa": null, "strain_at_break": null, "energy_to_break_j": null, "yield_stress_pa": null, "strain_at_yield": null}, "curves": {"time_s": [], "extension_m": [], "load_n": [], "strain": [0.000105701712111059, 0.000188832786139949, 0.000264075494738719, 0.000347206577597654, 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Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tensile_L.xlsx", "xlsx_sheet": "Sheet5"}}

data/D638/L6.jsonl

@@ -0,0 +1 @@
+{"sample_id": "L6", "batch_label": "L", "specimen_id": "2026_07_15/Tensile/Sheet6", "test_date": "2026-07-15", "session_folder": "2026_07_15/Tensile", "test_run_name": "Sheet6", "specimen_index": 6, "material_class": "SLS", "astm": {"standard": "D638", "type": "Type I", "year": "2022"}, "test_end_reason": "Break Detected", "geometry": {"width_mm": 12.6, "thickness_mm": 3.2, "area_mm2": 40.32, "gauge_length_mm": null}, "job_id": null, "print_date": null, "print_profile_id": null, "object_hash": null, "session_id": null, "print_profile_snapshot": null, "metrics": {"modulus_pa": 948000000.0, "peak_load_n": null, "peak_stress_pa": null, "strain_at_peak": null, "load_at_break_n": null, "stress_at_break_pa": null, "strain_at_break": null, "energy_to_break_j": null, "yield_stress_pa": null, "strain_at_yield": null}, "curves": {"time_s": [], "extension_m": [], "load_n": [], "strain": [0.000149945892752673, 0.000233683758688467, 0.000308926484947329, 0.000391450749409223, 0.000473975013871117, 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0.00812567392254703, 0.00821001851857941, 0.00828586818685595, 0.00836839252195821, 0.00845030991504279, 0.00852737346735469, 0.00861232444028183, 0.00868999436948849, 0.00877251870459075, 0.00885322277876289, 0.00893149908486431, 0.00901645062291437, 0.00909230029119091, 0.00917421824939841, 0.00925674201937775, 0.00933319806454905, 0.00941814960259911, 0.00949642647382345, 0.00957773749001327, 0.00966026125999261, 0.00973671787028683, 0.00982227635035457, 0.00989873183040295, 0.00997943590457509, 0.0100625677468179, 0.0101390232268663, 0.0102227620111269, 0.0103022522012636, 0.0103823493334181, 0.0104654800454151, 0.0105431494094989, 0.0106268881937594, 0.0107057714418785, 0.0107846546899976, 0.01086899928603, 0.0109448489543065, 0.0110279796663035, 0.0111092906824934, 0.0111875669885948, 0.0112713057728553, 0.011338660513376], "stress_pa": [95502.1156678124, 198374.700451654, 281787.793787699, 369767.489887419, 456061.296992832, 516798.00427149195, 621851.096077571, 696968.843066503, 770000.8532357591, 864765.7576061429, 938591.692182753, 1005615.7906850199, 1075719.2732795798, 1136890.2902754499, 1207972.4243709, 1277743.35089184, 1346959.3865530798, 1433050.7270873499, 1496518.2258969299, 1569873.37839036, 1645170.31775581, 1710526.90536257, 1796361.37826102, 1854511.10204061, 1936580.4536002, 2008698.47857763, 2083760.78378587, 2158157.59840466, 2233446.5904841297, 2301720.39970519, 2384871.90670437, 2451314.05573043, 2526034.43842086, 2589919.83201769, 2679823.5045539, 2739887.0104835103, 2810606.8807934998, 2883916.80944534, 2943824.77563525, 3034482.30501205, 3107681.16088141, 3185277.13654533, 3261166.52715774, 3326250.6363883903, 3400964.5855616, 3479050.07619706, 3539693.1663392102, 3615717.6608131, 3680106.95018466, 3757857.14104062, 3811916.85086205, 3896219.01133704, 3957154.6372913197, 4034200.54723346, 4094740.70110018, 4156913.45457047, 4231974.81367323, 4295451.67892698, 4373806.99884324, 4429023.60643659, 4506864.24497574, 4548177.64342777, 4616775.2099415595, 4690399.6240525, 4746186.54402476, 4809781.86168368, 4864845.578632659, 4936407.8612554595, 4990344.95580764, 5045296.27542647, 5114736.632695271, 5155698.45835368, 5219638.5368468305, 5263149.5490906695, 5330872.15726338, 5388886.20951819, 5433103.01644461, 5491483.02229624, 5552160.55067759, 5602501.30910722, 5640937.411595901, 5708699.37775627, 5751980.67559136, 5793744.79869055, 5833260.5967446, 5906691.62689693, 5923213.6559864795, 5980924.95449006, 6034504.42117358, 6071181.90280975, 6136273.202441989, 6162032.62692406, 6188732.48024592, 6239293.87047177, 6296539.68508281, 6309387.797401071, 6360140.300932391, 6407208.6697533, 6444635.84536598, 6483682.75354779, 6523572.07404243, 6549235.75265067, 6580567.7383665, 6621304.76936461, 6653494.30508084, 6683976.30964007, 6712520.69019136, 6737961.08790806, 6779908.377026751, 6800423.72809516, 6841130.483718149, 6868097.517225481, 6893500.82760765, 6933720.9065755205, 6957996.459234331, 6977716.324821349, 7016222.06067282, 7058046.73452226, 7074841.9988723, 7090542.05152724, 7118399.93794759, 7139866.69267927, 7157585.355970601, 7192414.14751325, 7211137.9532587, 7244524.8800610695, 7259063.11519562, 7276868.82019043, 7286681.826152501, 7316491.7173839705, 7326392.5219339, 7363466.989426389, 7364668.16493443, 7386399.82919844, 7395129.73361545, 7414766.341920881, 7425828.20710682, 7426797.0191107895, 7420508.82369753, 659052.720145574]}, "notes": "Raw persistent.h5/DAQ h5 unavailable for this specimen; strain/stress curve and metrics extracted from the TestWorks xlsx export only (already analyzed — no raw load/extension trace to derive it from). Yield metrics are null; D790 modulus is null since it needs the raw load-deflection trace to recompute (see flexural_modulus_pa).", "source_paths": {"persistent_h5": null, "daq_h5": null, "xlsx": "source/2026_07_15/Tensile/tensile_L.xlsx", "xlsx_sheet": "Sheet6"}}

scripts/plots/_lib.py

@@ -19,6 +19,8 @@ BATCH_COLORS = {
     "I": "#17becf",  # cyan
     "J": "#aec7e8",  # light blue
     "J_MB": "#08519c",  # dark blue (media blasted variant of Batch J)
+    "K": "#98df8a",  # light green
+    "L": "#ff9896",  # light red
 }
 CONTROL_COLOR = "#7f7f7f"  # gray for PLA/PETG
 

scripts/specimens/22_2026_07_15_tensile_k.py

@@ -0,0 +1,22 @@
+#!/usr/bin/env python3
+"""Batch K tensile — D638, tested 2026-07-15 (5 specimens).
+
+xlsx export only, no TestRuns/persistent.h5/DAQ h5 was handed off for this
+session. tesnile_k.xlsx's cols A-B are the already-analyzed strain/stress
+curve (col A mm/mm, col B kN/mm²), not the raw load/extension trace — see
+build_row_from_xlsx in _lib.py. Print job not yet in Inova-Mk1-Database, so
+db_print_date is None; backfill per the recipe in CLAUDE.md once it lands.
+"""
+from _lib import process_session
+
+SESSION = {
+    "session_folder": "2026_07_15/Tensile",
+    "xlsx_name":      "tesnile_k.xlsx",
+    "astm":           {"standard": "D638", "type": "Type I", "year": "2022"},
+    "batch_label":    "K",
+    "xlsx_only":      True,
+    "test_runs":      [(i, "SLS", None) for i in range(1, 6)],
+}
+
+if __name__ == "__main__":
+    process_session(SESSION)

scripts/specimens/23_2026_07_15_tensile_l.py

@@ -0,0 +1,22 @@
+#!/usr/bin/env python3
+"""Batch L tensile — D638, tested 2026-07-15 (6 specimens).
+
+xlsx export only, no TestRuns/persistent.h5/DAQ h5 was handed off for this
+session. tensile_L.xlsx's cols A-B are the already-analyzed strain/stress
+curve (col A mm/mm, col B kN/mm²), not the raw load/extension trace — see
+build_row_from_xlsx in _lib.py. Print job not yet in Inova-Mk1-Database, so
+db_print_date is None; backfill per the recipe in CLAUDE.md once it lands.
+"""
+from _lib import process_session
+
+SESSION = {
+    "session_folder": "2026_07_15/Tensile",
+    "xlsx_name":      "tensile_L.xlsx",
+    "astm":           {"standard": "D638", "type": "Type I", "year": "2022"},
+    "batch_label":    "L",
+    "xlsx_only":      True,
+    "test_runs":      [(i, "SLS", None) for i in range(1, 7)],
+}
+
+if __name__ == "__main__":
+    process_session(SESSION)

scripts/specimens/24_2026_07_15_flex_k.py

@@ -0,0 +1,24 @@
+#!/usr/bin/env python3
+"""Batch K flex — D790, tested 2026-07-15 (3 specimens).
+
+xlsx export only, no TestRuns/persistent.h5/DAQ h5 was handed off for this
+session. flex_k.xlsx's cols A-B are the already-analyzed strain/stress curve
+(col A mm/mm, col B kN/mm²), not the raw load/extension trace — see
+build_row_from_xlsx in _lib.py. No raw load-deflection trace means D790
+modulus can't be recomputed (flexural_modulus_pa needs it), so modulus_pa is
+null for these rows. Print job not yet in Inova-Mk1-Database, so
+db_print_date is None; backfill per the recipe in CLAUDE.md once it lands.
+"""
+from _lib import process_session
+
+SESSION = {
+    "session_folder": "2026_07_15/Flexural",
+    "xlsx_name":      "flex_k.xlsx",
+    "astm":           {"standard": "D790", "type": "Procedure A", "year": "2017"},
+    "batch_label":    "K",
+    "xlsx_only":      True,
+    "test_runs":      [(i, "SLS", None) for i in range(1, 4)],
+}
+
+if __name__ == "__main__":
+    process_session(SESSION)

scripts/specimens/25_2026_07_15_flex_l.py

@@ -0,0 +1,24 @@
+#!/usr/bin/env python3
+"""Batch L flex — D790, tested 2026-07-15 (4 specimens).
+
+xlsx export only, no TestRuns/persistent.h5/DAQ h5 was handed off for this
+session. flex_L.xlsx's cols A-B are the already-analyzed strain/stress curve
+(col A mm/mm, col B kN/mm²), not the raw load/extension trace — see
+build_row_from_xlsx in _lib.py. No raw load-deflection trace means D790
+modulus can't be recomputed (flexural_modulus_pa needs it), so modulus_pa is
+null for these rows. Print job not yet in Inova-Mk1-Database, so
+db_print_date is None; backfill per the recipe in CLAUDE.md once it lands.
+"""
+from _lib import process_session
+
+SESSION = {
+    "session_folder": "2026_07_15/Flexural",
+    "xlsx_name":      "flex_L.xlsx",
+    "astm":           {"standard": "D790", "type": "Procedure A", "year": "2017"},
+    "batch_label":    "L",
+    "xlsx_only":      True,
+    "test_runs":      [(i, "SLS", None) for i in range(1, 5)],
+}
+
+if __name__ == "__main__":
+    process_session(SESSION)

scripts/specimens/_lib.py

@@ -147,6 +147,10 @@ def _normalize_unit(unit) -> str | None:
     return str(unit).strip().lower().replace("²", "2").replace(" ", "")
 
 
+def _is_stress_unit(unit) -> bool:
+    return _normalize_unit(unit) in _STRESS_TO_PA
+
+
 def convert_unit(value, unit, table: dict) -> float | None:
     """Convert `value` from its xlsx-reported `unit` to the SI unit `table` maps to."""
     v = safe_float(value)
@@ -201,6 +205,28 @@ def flexural_modulus_pa(width_mm, thickness_mm, extension_m, load_n):
     return span ** 3 * slope / (4.0 * b * d ** 3)
 
 
+def flexural_stress_strain_pa(width_mm, thickness_mm, extension_m, load_n):
+    """ASTM D790 chord stress/strain arrays derived from a raw load-deflection
+    curve, for xlsx_only D790 sessions whose export has no analyzed
+    StressArray/StrainArray to fall back on (e.g. Batch H, K, L flex).
+
+    Same span assumption as flexural_modulus_pa (L = 16*d, validated against
+    TestWorks' own stress channel): sigma = 3*P*L / (2*b*d^2),
+    epsilon = 6*D*d / L^2, where D is crosshead deflection (extension_m).
+    """
+    if not width_mm or not thickness_mm:
+        return [], []
+    b, d = width_mm / 1000.0, thickness_mm / 1000.0
+    span = 16.0 * d
+    strain, stress_pa = [], []
+    for e, l in zip(extension_m, load_n):
+        if e is None or l is None:
+            continue
+        strain.append(6.0 * e * d / span ** 2)
+        stress_pa.append(3.0 * l * span / (2.0 * b * d ** 2))
+    return strain, stress_pa
+
+
 def resolve_database_fk(material_class: str, db_print_date: str | None, standard: str,
                          jobs_by_date: dict, log_ctx: str):
     """Look up the Database job/print-profile FKs for an SLS specimen, if the
@@ -360,11 +386,17 @@ def build_row_from_xlsx(session: dict, sheet_idx: int, material_class: str,
     """Build a specimen row from a TestWorks xlsx export only, for sessions
     whose persistent.h5/DAQ h5 files did not survive (Dataset H flex: its
     TestRuns folder was overwritten when a later TestWorks project reused the
-    same default TST1.Test name). Cols A-B carry the raw load/extension curve;
-    cols D-F carry whatever scalar metrics that particular export included.
-    Metrics/curves not present in the export (full strain/stress arrays,
-    modulus, yield, etc. — they require the support span, which isn't
-    surfaced here) stay null/empty rather than being approximated."""
+    same default TST1.Test name) or were never captured to begin with (Batch
+    K/L, 2026-07-15: only the xlsx exports were handed off). Cols A-B carry
+    a curve whose columns vary by export: some sessions (e.g. Batch H flex)
+    export the raw load/extension trace (col A in mm, col B in N); others
+    (e.g. Batch K/L) export the already-analyzed strain/stress trace (col A
+    dimensionless mm/mm, col B in a stress unit like kN/mm²). Which one we
+    got is detected from col B's unit rather than assumed, and only the
+    matching curve field gets populated — the other stays empty rather than
+    being derived. Cols D-F carry whatever scalar metrics that particular
+    export included. Metrics/curves not present in the export (yield, full
+    raw DAQ trace, etc.) stay null/empty rather than being approximated."""
     session_folder = session["session_folder"]
     xlsx_path = SOURCE_DIR / session_folder / session["xlsx_name"]
 
@@ -380,12 +412,35 @@ def build_row_from_xlsx(session: dict, sheet_idx: int, material_class: str,
         material_class, db_print_date, session["astm"]["standard"], jobs_by_date,
         f"{session_folder}/Sheet{sheet_idx}")
 
-    curve_ext_m = [convert_unit(v, curve["col_a_unit"], _LENGTH_TO_M) for v in curve["col_a"]]
-    curve_load_n = [convert_unit(v, curve["col_b_unit"], _FORCE_TO_N) for v in curve["col_b"]]
+    curve_is_analyzed = _is_stress_unit(curve["col_b_unit"])
+    if curve_is_analyzed:
+        curve_ext_m, curve_load_n = [], []
+        curve_strain = [safe_float(v) for v in curve["col_a"]]
+        curve_stress_pa = [convert_unit(v, curve["col_b_unit"], _STRESS_TO_PA) for v in curve["col_b"]]
+    else:
+        curve_ext_m = [convert_unit(v, curve["col_a_unit"], _LENGTH_TO_M) for v in curve["col_a"]]
+        curve_load_n = [convert_unit(v, curve["col_b_unit"], _FORCE_TO_N) for v in curve["col_b"]]
+        curve_strain, curve_stress_pa = [], []
+        if session["astm"]["standard"] == "D790":
+            # Derive the analyzed curve via the same chord formulas/span
+            # assumption as flexural_modulus_pa, so raw-curve D790 exports
+            # (no StressArray/StrainArray to fall back on) still plot.
+            curve_strain, curve_stress_pa = flexural_stress_strain_pa(
+                width_mm, thickness_mm, curve_ext_m, curve_load_n)
+
+    if session["astm"]["standard"] == "D790":
+        # flexural_modulus_pa needs the raw load-deflection trace; an
+        # already-analyzed strain/stress export doesn't carry deflection, so
+        # there's nothing to recompute from — leave modulus null.
+        modulus_pa = (flexural_modulus_pa(width_mm, thickness_mm, curve_ext_m, curve_load_n)
+                      if not curve_is_analyzed else None)
+    else:
+        # Tensile Modulus, when the export includes it, is a direct TestWorks
+        # scalar (not the mis-zeroed-channel D790 case) — use it as-is.
+        modulus_pa = convert_unit(x_scalars.get("Modulus"), x_units.get("Modulus"), _STRESS_TO_PA)
 
     metrics = {
-        "modulus_pa":         (flexural_modulus_pa(width_mm, thickness_mm, curve_ext_m, curve_load_n)
-                               if session["astm"]["standard"] == "D790" else None),
+        "modulus_pa":         modulus_pa,
         "peak_load_n":        convert_unit(x_scalars.get("Peak Load"), x_units.get("Peak Load"), _FORCE_TO_N),
         "peak_stress_pa":     convert_unit(x_scalars.get("Peak Stress"), x_units.get("Peak Stress"), _STRESS_TO_PA),
         "strain_at_peak":     None,
@@ -425,15 +480,31 @@ def build_row_from_xlsx(session: dict, sheet_idx: int, material_class: str,
             "time_s":      [],
             "extension_m": curve_ext_m,
             "load_n":      curve_load_n,
-            "strain":      [],
-            "stress_pa":   [],
+            "strain":      curve_strain,
+            "stress_pa":   curve_stress_pa,
         },
         "notes": session.get("notes", "") or (
-            "Raw persistent.h5/DAQ h5 unavailable for this specimen; curve and "
-            "metrics extracted from the TestWorks xlsx export only. Full "
-            "strain/stress arrays and yield metrics are null; D790 modulus is "
-            "recomputed from the load-deflection curve with span = 16*depth "
-            "(see flexural_modulus_pa)."
+            (
+                "Raw persistent.h5/DAQ h5 unavailable for this specimen; strain/"
+                "stress curve and metrics extracted from the TestWorks xlsx "
+                "export only (already analyzed — no raw load/extension trace to "
+                "derive it from). Yield metrics are null; D790 modulus is null "
+                "since it needs the raw load-deflection trace to recompute (see "
+                "flexural_modulus_pa)."
+            ) if curve_is_analyzed else (
+                (
+                    "Raw persistent.h5/DAQ h5 unavailable for this specimen; curve "
+                    "and metrics extracted from the TestWorks xlsx export only. "
+                    "Strain/stress curve and modulus are both derived from the raw "
+                    "load-deflection trace via the D790 chord formulas with span = "
+                    "16*depth (see flexural_stress_strain_pa / flexural_modulus_pa) "
+                    "rather than TestWorks' own analysis. Yield metrics are null."
+                ) if session["astm"]["standard"] == "D790" else (
+                    "Raw persistent.h5/DAQ h5 unavailable for this specimen; curve "
+                    "and metrics extracted from the TestWorks xlsx export only. "
+                    "Strain/stress arrays and yield metrics are null."
+                )
+            )
         ),
         "source_paths": {
             "persistent_h5": None,

source/2026_07_15/Flexural/flex_L.xlsx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d06e65759c2f1ca2d7f3bce07565d190639bf122a9dece29d04766e2d2537bb
+size 340327

source/2026_07_15/Flexural/flex_k.xlsx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dd10a532fc0f3e54923cd13f80fb72ee38e0bdd3ab59ba03943e120d9706fbc
+size 238355

source/2026_07_15/Tensile/tensile_L.xlsx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04bb84ad8e612a8f534b9c2fd7b45ae108bd2f44e402e2dcdb01b25ba2bfc86c
+size 42918

source/2026_07_15/Tensile/tesnile_k.xlsx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10af3914a4a5da94402d1460cff263beb9e168f965f73711cb50cddc9b286c2c
+size 41985