Update: Unlimit task timeout, Add EDA for processing time

cope2n-ai-fi/modules/sdsvkvu

@@ -1 +1 @@
-Subproject commit 46a612a003c411406988b83b3dd6299d2a458366
+Subproject commit 20128037dbfca217fa3d3ca4551cc7f8ae8a190e

cope2n-api/EDA/utils/processing_time.py

@@ -0,0 +1,27 @@
+import numpy as np
+import time
+from django.utils import timezone
+
+def queuing_time(start_time, ai_profile_individual):
+    return ai_profile_individual["inference"][0] - start_time
+
+def inference_cost(ai_profile_individual):
+    return ai_profile_individual["inference"][1][0] - ai_profile_individual["inference"][0]
+
+def postprocessing_cost(ai_profile_individual):
+    return ai_profile_individual["postprocess"][1] - ai_profile_individual["postprocess"][0]
+
+def cost_profile(start_time, ai_profile_individual):
+    result = {"queue": queuing_time(start_time, ai_profile_individual),
+              "inference": inference_cost(ai_profile_individual),
+              "postprocessing":postprocessing_cost(ai_profile_individual)}
+    return result
+
+def backend_cost(created_at, ai_start_time):
+    """
+    Args: 
+        created_at: str : django timezone format: example: 2024-04-01 16:16:18.344 +0700
+        ai_start_time: float : timestamp
+    """
+    received = created_at.timestamp()
+    return ai_start_time - received

cope2n-api/SBT_detail_report_20240122.csv

@@ -1,95 +0,0 @@
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-SAP_20240122175408_73c1a9ffdc3e4e979e465f3c75c4852e,SGG20240122105631-900,0Q4G3NJWB00001R,0Q4G3NJWB00001R,0Q4G3NJWB00001R,1.0,1.0807509422302246,1.2137628555297852
-SAP_20240122101636_e791188939fe436cbc48311b2ece0688,SGG20240122031852-671,355157585068819,355157585068819,355157585068819,1.0,1.1120171546936035,1.243566370010376
-Total requests:,73,,,,,,
-Total images:,83,,,,,,
-No. imei images:,79,,,,,,
-No. invoice images:,2,,,,,,
-No. bad quality images:,3,,,,,,
-No. valid images:,80,,,,,,
-No. per of bad quality images:,3.6144578313253013,,,,,,
-Average accuracy:,99.91662500000001,,,,,,
-Average imei processing time:,1.1152757762314438,,,,,,
-Average invoice processing time:,1.5,,,,,,
-Average processing time (by request):,1.2344432562169887,,,,,,

cope2n-api/SBT_detail_report_20240123.csv

@@ -1,100 +0,0 @@
-requestId,redemptionNumber,userSubmitResults,OCRResults,revisedResults_by_SDSRV,accuracy,processingTime,processingTime (by request)
-SAP_20240123082550_44b93bc5218b4bdc98f6d4d8c6bd7cec,SGE20240123013334-382,0LES4DAWC00079K,,OLES4DAWC00079K,0.0,1.578105926513672,1.7278159618377686
-SAP_20240123082550_44b93bc5218b4bdc98f6d4d8c6bd7cec,SGE20240123013334-382,0ASQ5NBWB00110N,0YZJ5ABWE00279H,0YZJ5ABWB00279H,0.9333,1.4063599109649658,1.7278159618377686
-SAP_20240123213920_c48a7f38b7954df4b18e0110978ed882,SGG20240123144513-539,R52WA031XTB,R52WA031XTB,R52WA031XTB,1.0,1.0555365085601809,1.1914425849914552
-SAP_20240123172323_54cbf0baef664932be85ddc48b3e5ed7,SGG20240123103351-731,StarHub Shop,Starhub Shop,Starhub Shop,1.0,1.5,1.998062467575073
-SAP_20240123172323_54cbf0baef664932be85ddc48b3e5ed7,SGG20240123103351-731,23/01/2024,[],2024-01-23,0.0,1.5,1.998062467575073
-SAP_20240123172323_54cbf0baef664932be85ddc48b3e5ed7,SGG20240123103351-731,352838655733522,352838655733522,352838655733522,1.0,1.5,1.998062467575073
-SAP_20240123165416_f1fee53e40ed4e66894712832590bf39,SGG20240123095750-076,355157585089880,355157585089880,355157585089880,1.0,0.9204578399658204,1.0534032344818114
-SAP_20240123102544_352fbee009974ee3957b1a69b0681793,SGG20240123032703-636,350290892942478,350290892942478,350290892942478,1.0,1.053553342819214,1.1972230434417723
-SAP_20240123210628_706683c8baed4e5e816b6d3aecd1b9e0,SGE20240123140832-862,0YZJ5ABW800096F,0YZJ5ABW800096F,0YZJ5ABW800096F,1.0,1.4548404216766355,1.5922752380371097
-SAP_20240123210628_706683c8baed4e5e816b6d3aecd1b9e0,SGE20240123140832-862,0BXE7WEWC00075P,0ASL5NAW700006K,0ASL5NAW700006K,1.0,1.4495079517364502,1.5922752380371097
-Total requests:,73,1H3648MW900042H,I1H3648MW900042,1H3648MW900042,0.9333,1.0602545738220217,1.194186067581177
-No. bad quality images:,5,0ASL5NAWB00059W,0ASL5NAWB00059W,0ASL5NAWB00059W,1.0,1.511136531829834,1.6513153076171876
-No. valid images:,87,0YZJ5ABWA00059F,0YZJ5ABWA00059F,0YZJ5ABWA00059F,1.0,1.4989757537841797,1.6513153076171876
-Average accuracy:,99.69333333333333,0A124NAWA00059R,0A124NAWA00059R,0A124NAWA00059R,1.0,0.9429290294647216,1.0791343212127684
-SAP_20240123222547_cb96ead51c554aa5943185a0c8d54a7a,SGG20240123152631-766,5T4Z14BWB00107W,5T4Z14BWB00107W,5T4Z14BWB00107W,1.0,1.0956780910491943,1.2297438144683837
-SAP_20240123214224_efb4142ece484e30a36c06ea89d60938,SGG20240123144402-382,R52WA0368VA,R52WA0368VA,R52WA0368VA,1.0,0.948305606842041,1.0809253215789794
-SAP_20240123183926_aede7be083314b05848c6eda8ff024ca,SGG20240123114112-340,350290892942494,350290892942494,350290892942494,1.0,1.054713010787964,1.1879619121551517
-SAP_20240123160440_14a4d2915070483d91d86b80818481e9,SGE20240123091756-194,1ESV43AWA00037M,ESV43AWA00037M,1ESV43AWA00037M,0.9333,1.670224905014038,1.8106819152832032
-SAP_20240123160440_14a4d2915070483d91d86b80818481e9,SGE20240123091756-194,0ASC5NAWB00008Y,0ASC5NAWB00008Y,0ASC5NAWB00008Y,1.0,1.5459167957305908,1.8106819152832032
-SAP_20240123123753_acba9374bdaa49d6b2335960bcf11995,SGG20240123054007-431,350290893058704,350290893058704,350290893058704,1.0,1.0240483283996582,1.1601284503936766
-SAP_20240123183006_707e70e790e54c40bfb97232647c1d6f,SGG20240123113159-038,350022681357406,350022681357406,350022681357406,1.0,1.2359330654144287,1.3708775997161866
-SAP_20240123211323_36a8074c107f4c18b8598c1a7493f8db,SGE20240123141437-465,0EFV4DBW900218A,0EFV4DBW900218A,0EFV4DBW900218A,1.0,1.4533536434173584,1.5940874576568604
-SAP_20240123183406_2fa0f23e52664cbf81142578bc83590d,SGG20240123113643-298,350290893058738,350290893058738,350290893058738,1.0,0.8936467170715332,1.0260516166687013
-SAP_20240123195520_5afc242fe340472e81b2f2ff2be55b64,SGG20240123125755-912,StarHub Shop,,Starhub Shop,0.0,1.5,1.596767282485962
-SAP_20240123195520_5afc242fe340472e81b2f2ff2be55b64,SGG20240123125755-912,16/01/2024,['2024-01-16'],2024-01-16,1.0,1.5,1.596767282485962
-SAP_20240123195520_5afc242fe340472e81b2f2ff2be55b64,SGG20240123125755-912,350040121840765,350040121840765,350040121840765,1.0,1.5,1.596767282485962
-SAP_20240123175343_7d3deb35385d466594c844ed54d41a8f,SGG20240123105857-891,0Q8A3NJWA00025T,0Q8A3NJWA00025T,0Q8A3NJWA00025T,1.0,1.058218479156494,1.2077916622161866
-SAP_20240123101924_de042ee4d3134c03bf85464d8964ba1e,SGE20240123032041-797,0ASQ5NBWA00238T,0ASQ5NBWA00238T,0ASQ5NBWA00238T,1.0,1.500563144683838,1.6704104900360108
-SAP_20240123101924_de042ee4d3134c03bf85464d8964ba1e,SGE20240123032041-797,0YZJ5ABW900301X,0YZJ5ABW900301X,0YZJ5ABW900301X,1.0,1.5183355808258057,1.6704104900360108
-SAP_20240123090514_2877d55f5f624d5a91c032d9d17bac19,SGG20240123020810-490, Shopee (Samsung Brand Store),Shopee (Samsung Brand Store),Shopee (Samsung Brand Store),1.0,1.5,1.6047218799591063
-SAP_20240123090514_2877d55f5f624d5a91c032d9d17bac19,SGG20240123020810-490,20/01/2024,['2024-01-20'],2024-01-20,1.0,1.5,1.6047218799591063
-SAP_20240123090514_2877d55f5f624d5a91c032d9d17bac19,SGG20240123020810-490,351285621891730,351285621891730,351285621891730,1.0,1.5,1.6047218799591063
-SAP_20240123194657_c5c59a8a8fc34d179a652f0dff57d00d,SGG20240123124923-909,0A6E8NAT500070Z,0A6E8NAT500070Z,0A6E8NAT500070Z,1.0,1.065589189529419,1.198945140838623
-SAP_20240123185755_9f2237c4bbde459ea4322733cfb77316,SGG20240123120059-357,R52WC04XD1H,R52WC04XD1H,R52WC04XD1H,1.0,0.9161908626556396,1.0538626670837403
-SAP_20240123153445_a5f6a3da26734784ba3138aeea3af06a,SGG20240123084054-471,350290890345823,Z5244126,Z5244126,1.0,1.041551113128662,1.1772826671600345
-SAP_20240123184650_4ebced96cb944a96a6aeb96bf673b7e2,SGG20240123115138-867,350731692111566,Z5273087,Z5273087,1.0,1.226555109024048,1.3583556175231937
-SAP_20240123064430_655c284b25d847da84bfa29f283aec74,SGG20240122235143-319,358615313895909,358615313895909,358615313895909,1.0,1.0425071716308594,1.1779240131378177
-SAP_20240123194612_eb3fe02bea614d7abab2ec59ffe3d45e,SGE20240123124725-624,0D654DBW900117T,0D654DBW900117T,0D654DBW900117T,1.0,1.9077568054199217,2.051615333557129
-SAP_20240123194612_eb3fe02bea614d7abab2ec59ffe3d45e,SGE20240123124725-624,0ASQ5NBW900290A,0ASQ5NBW900290A,0ASQ5NBW900290A,1.0,1.5917203426361084,2.051615333557129
-SAP_20240123161117_586a210c3c2e40ecbb0fb838c204656c,SGG20240123091218-567,5TW514BWC00163E,5TW514BWC00163E,5TW514BWC00163E,1.0,1.0901319980621338,1.2230156421661378
-SAP_20240123223733_9bd455e8d44349d3b4c272c791f63a63,SGG20240123154005-867,355157585073355,355157585073355,355157585073355,1.0,0.9051179885864258,1.0367518424987794
-SAP_20240123001412_0f1b4d31d41543e1b3e58e0ecb6b5afd,SGG20240122171534-556,0BXB7WEW400046T,0BXB7WEW400046T,0BXB7WEW400046T,1.0,1.263411521911621,1.4003635406494142
-SAP_20240123194404_a65a9a3ba8f448e4b08ec4dd8e36d968,SGG20240123124639-589,0PK73NNW300004Z,0PK73NNW300004Z,0PK73NNW300004Z,1.0,1.1530351638793943,1.2852743625640872
-SAP_20240123134537_d69c139461b5435aa39e05020ee01748,SGG20240123064849-615,350290892787063,350290892787063,350290892787063,1.0,0.9154336452484132,1.0547178745269774
-SAP_20240123184622_9184b9581b2642adbcdae9469867dd4a,SGG20240123115508-935,354136920475880,354171670475889,354136920475880,0.6667,1.0411310195922852,1.1880298614501954
-SAP_20240123145909_65865e098ae24cb0ac54a75c34668ad0,SGG20240123080430-780,350022681378790,350022681378790,350022681378790,1.0,1.3853368759155271,1.8785964012146
-SAP_20240123192009_2df2ebcd80ad43d7a1b223963fbd1257,SGG20240123122144-121,350290892786826,350290892786826,350290892786826,1.0,0.8282873630523682,0.965009069442749
-SAP_20240123210808_de6ed4c7589748da947f22685137906c,SGG20240123140947-741,R52W906HQJP,R52W906HQJP,R52W906HQJP,1.0,1.1264901161193848,1.2613776683807374
-SAP_20240123162143_6ddcc25eddd44d9f89f7005ad9c23c6c,SGE20240123092404-621,5BB614AT900225B,5BB614AT900225B,5BB614AT900225B,1.0,1.0674471855163574,1.2037085056304933
-SAP_20240123135533_c766dab811a1410db5ad4f6d8aa5a641,SGE20240123070123-510,5BB614AT900225B,,,1.0,1.1989383697509766,1.3331547737121583
-SAP_20240123180028_ffde5dd67a7a44eab7e1b577e827ce02,SGG20240123111047-231,0JYH3NIWA00038J,0JYH3NITC00013X,0JYH3NITC00013X,1.0,1.014045000076294,1.1488369464874268
-SAP_20240123140938_a44c841299934629969810c0d28cfa0b,SGG20240123071518-144,355157585108979,355157585108979,355157585108979,1.0,0.8961708545684814,1.0340763092041017
-SAP_20240123151506_31b3d829f7db41a88393e2fa2d6e65e6,SGG20240123081751-279,0PBE3NJWB00010W,0PBE3NJWB00010W,0PBE3NJWB00010W,1.0,1.1338512897491455,1.266256666183472
-SAP_20240123130013_c1adb17368784cfcabd30037d5cbde05,SGG20240123060450-667,352271451338876,352271451338876,352271451338876,1.0,1.0713376998901367,1.2094150543212892
-SAP_20240123145633_cd4816f2da8b403d9d5e1619e7408da7,SGG20240123075817-498,0JYD3NETC00181F,0JYD3NETC00181F,0JYD3NETC00181F,1.0,1.1109106540679932,1.2437745094299315
-SAP_20240123081408_f40bfa784a9045008da860b6e4524541,SGE20240123011605-039,06QB4EAWA00265A,06QB4EAWA00265A,06QB4EAWA00265A,1.0,1.19771409034729,1.3311336994171143
-SAP_20240123180044_a67b558dada64033a5591ee77688504f,SGE20240123110318-641,5T8J14BW200044J,5T8J14BW200044,5T8J14BW200044J,0.9333,0.8690104484558105,1.0022464752197269
-SAP_20240123205445_0143577363ed4f85b590caa0d810bdd2,SGE20240123135759-562,0YZJ5ABW800096F,0YZJ5ABW800096F,0YZJ5ABW800096F,1.0,1.4552805423736572,1.635456657409668
-SAP_20240123205445_0143577363ed4f85b590caa0d810bdd2,SGE20240123135759-562,0BXE7WEWC00075P,0ASL5NAW700006K,0ASL5NAW700006K,1.0,1.483368158340454,1.635456657409668
-SAP_20240123215755_b94beab6e5a5440f8b81f30d280285a1,SGG20240123150044-838,0JYH3NIWB00021H,0JYH3NIWB00021H,0JYH3NIWB00021H,1.0,1.1183812618255615,1.2533207893371583
-SAP_20240123143833_21a811877ff14e5fb31e8dfdf689cf44,SGG20240123074418-721,0JYH3NIWB00039D,0JYH3NIWB00039D,0JYH3NIWB00039D,1.0,1.180159568786621,1.31880578994751
-SAP_20240123182450_2691e7eaa834463c8b5944377aa320a7,SGE20240123112558-050,0NL33NDW800138V,0NL33NDW800138V,0NL33NDW800138V,1.0,0.9890167713165284,1.1217728614807128
-SAP_20240123234407_7af8ed2d000045a297e6e74519b08fa0,SGG20240123164929-683,0Q893NJW400009Z,0Q893NJW400009Z,0Q893NJW400009Z,1.0,1.030411720275879,1.1836191177368165
-SAP_20240123122909_b50959aee30d414eac7c899b9486131b,SGG20240123053053-318,352271451339122,352271451339122,352271451339122,1.0,0.9082932472229004,1.0405772686004635
-SAP_20240123174018_feb6585b7ad04816bdc0e612d7643b8f,SGG20240123104242-828,350022681409447,350022681409447,350022681409447,1.0,1.0878000259399414,1.226934051513672
-SAP_20240123195522_c75eb31faa0a4d81ade090ef6a9a4cdb,SGG20240123125653-279,350290892788509,350290892788509,350290892788509,1.0,0.8299510478973389,0.9639953136444092
-SAP_20240123212427_63d3c8a453bc4e6184e3453799f288c0,SGE20240123143513-680,0LES4DAW900174P,0LES4DAW900174P,0LES4DAW900174P,1.0,1.7433292865753174,1.8850017547607425
-SAP_20240123212427_63d3c8a453bc4e6184e3453799f288c0,SGE20240123143513-680,0W2M5ABW900040D,09PF5NBWB00103N,09PF5NBWB00103N,1.0,1.352958917617798,1.8850017547607425
-SAP_20240123171318_0f6ff35b3f344730b9a28d0d9c534289,SGG20240123101508-339,0Q4G3NJW700036H,0Q4G3NJW700036H,0Q4G3NJW700036H,1.0,1.152907371520996,1.2892757415771487
-SAP_20240123175431_fa89d924a0cc49869c36a1c29383bbe3,SGG20240123110220-046,0Q8Q3NJWA00040Z,0Q8Q3NJWA00,0Q8Q3NJWA00040Z,0.7333,1.0812995433807373,1.2139001846313475
-SAP_20240123151606_e1223cfa1c9d4f0ab079071aed94a0e0,SGG20240123082007-737,350290892789127,350290892789127,350290892789127,1.0,0.8312041759490967,0.9687529563903808
-SAP_20240123104140_740be67ab8e741ef98c097f549c5f3d9,SGG20240123034432-823,0ASL5NAWB00200W,0ASL5NAWB00200W,0ASL5NAWB00200W,1.0,1.2096869945526123,1.51051721572876
-SAP_20240123104140_740be67ab8e741ef98c097f549c5f3d9,SGG20240123034432-823,0U0T4ADWB00072K,0U0T4ADWB00072K,0U0T4ADWB00072K,1.0,1.3561460971832275,1.51051721572876
-SAP_20240123210135_0fe65d2a89654f9bbc8e75e96b52db3f,SGE20240123140333-688,0ATS4NAW900137L,0ATS4NAW900137L,0ATS4NAW900137L,1.0,1.6624469757080078,1.804120397567749
-SAP_20240123210135_0fe65d2a89654f9bbc8e75e96b52db3f,SGE20240123140333-688,0A6E8NAW400081B,0A6E8NAW400081B,0A6E8NAW400081B,1.0,1.437251329421997,1.804120397567749
-SAP_20240123212012_eb3884e4e00d4216a26c820416375d9e,SGE20240123142208-482,0KWQ5DBWC00077L,0KWQ5DBWC00077L,0KWQ5DBWC00077L,1.0,1.3535113334655762,1.570662832260132
-SAP_20240123212012_eb3884e4e00d4216a26c820416375d9e,SGE20240123142208-482,0YZJ5ABWA00030H,0YZJ5ABWA00030H,0YZJ5ABWA00030H,1.0,1.4321649074554443,1.570662832260132
-SAP_20240123213129_8e3887bd9f004d2483898fe798670e9f,SGE20240123143231-239,0ATT4NAWC00188E,0ATT4NAWC00188E,0ATT4NAWC00188E,1.0,1.476223707199097,1.6176918506622315
-SAP_20240123213129_8e3887bd9f004d2483898fe798670e9f,SGE20240123143231-239,0ASE5NAWC00012E,0ASE5NAWC00012E,0ASE5NAWC00012E,1.0,1.371586799621582,1.6176918506622315
-SAP_20240123072448_699bb46cc101473fa363f6c8f3013a6c,SGG20240123002622-228,0Q4G3NJW700040J,0Q4G3NJW700040J,0Q4G3NJW700040J,1.0,0.936915397644043,1.0710798263549803
-SAP_20240123114130_a33e7b62a5a341d4b2082deedbf8610a,SGG20240123044335-200,RFAW70TR69Z,RFAW70TR69Z,RFAW70TR69Z,1.0,1.0058083534240725,1.144510841369629
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-Total images:,92,,,,,,
-No. imei images:,86,,,,,,
-No. invoice images:,3,,,,,,
-No. per of bad quality images:,5.434782608695652,,,,,,
-Average imei processing time:,1.2000985404095017,,,,,,
-Average invoice processing time:,1.5,,,,,,
-Average processing time (by request):,1.309822721884283,,,,,,

cope2n-api/SBT_detail_report_20240124.csv

@@ -1,115 +0,0 @@
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-SAP_20240124204116_4ec227536e4940a28b92e3af1fd588ce,SGE20240124134456-973,0A124NAWA00107H,0A124NAWA00107H,0A124NAWA00107H,1.0,1.7773869037628174,1.9257532119750975
-SAP_20240124204116_4ec227536e4940a28b92e3af1fd588ce,SGE20240124134456-973,0A124NAWA00094W,0A124NAWA00094W,0A124NAWA00094W,1.0,1.681182622909546,1.9257532119750975
-SAP_20240124155345_bd4ae38c03e0434499f4fb6813e46d3f,SGE20240124090032-733,0U0T4ADWB000260,0U0T4ADWB00026,0U0T4ADWB00026,1.0,1.0807514190673828,1.2133186817169193
-SAP_20240124195733_3f53dd0d817c42ab83c83f758e28a694,SGG20240124130104-571,0Q4G3NJWB00249A,0Q4G3NJWB00249A,0Q4G3NJWB00249A,1.0,1.0008625984191897,1.1338914394378663
-SAP_20240124224821_c4b41e13e3f4408aaff359e1f12c32fa,SGG20240124155716-766,0JYD3NEW900083V,,0JYD3NEW900083V,0.0,1.0936756134033203,1.2265716552734376
-SAP_20240124135509_bbc08ab3ded343c5af1f97f7f040db03,SGG20240124065629-529,350022681378451,350022681378451,350022681378451,1.0,1.248225212097168,1.3883801460266116
-SAP_20240124125714_98461ac8de584cadb20b75470e0120c8,SGG20240124055755-780,0Q8Q3NJW900147J,0Q8Q3NJW900147J,0Q8Q3NJW900147J,1.0,1.0199074745178225,1.152522420883179
-SAP_20240124120757_6177d12ae2164a6dbacdeb43beb68dd3,SGE20240124050937-638,0ATS4NAWA00085X,0ATS4NAWA00085X,0ATS4NAWA00085X,1.0,1.4850854873657229,1.6198719501495362
-SAP_20240124120757_6177d12ae2164a6dbacdeb43beb68dd3,SGE20240124050937-638,0ASQ5NBW900411A,0ASQ5NBW900411A,0ASQ5NBW900411A,1.0,1.3751676082611084,1.6198719501495362
-SAP_20240124213552_6aff9ad6f76d489e8dbafb0baef553ca,SGE20240124145202-918,0ASL5NAW900025X,,,1.0,2.1626198291778564,4.345880365371704
-SAP_20240124213552_6aff9ad6f76d489e8dbafb0baef553ca,SGE20240124145202-918,0YZJ5ABWA00033F,,,1.0,2.3405134677886963,4.345880365371704
-SAP_20240124175902_32ea3de9594e4bedaf038e5b066f92ed,SGG20240124110057-841,350731692350008,350731692350008,350731692350008,1.0,0.9413790702819824,1.0772393703460694
-SAP_20240124181541_04bd5674168f4c23846b77a408f3c287,SGG20240124111708-107,350290892786966,350290892786966,350290892786966,1.0,0.9224932193756104,1.0577260017395018
-SAP_20240124150530_88edf9b286d642aa90c4d4218a57dd31,SGG20240124080809-110,355157585264483,,,1.0,0.9764890670776368,1.118965244293213
-SAP_20240124194041_346f60bb167347d2bb6e5b49661410f4,SGG20240124124249-495,0EBL3CATA00159M,0EBL3CATA00159M,0EBL3CATA00159M,1.0,1.190054416656494,1.324295377731323
-SAP_20240124130440_f7cc2c4bcef04feab3c4b6eae148cf8e,SGG20240124060605-578,0Q4G3NJW800003H,0Q4G3NJW800003H,0Q4G3NJW800003H,1.0,0.9935150146484376,1.126208400726319
-SAP_20240124194149_f9600733aad546d0bd06b2ca18860a7e,SGG20240124124447-317,0Q8Q3NJW500156Z,0Q8Q3NJW500156Z,0Q8Q3NJW500156Z,1.0,1.1719467639923096,1.307425117492676
-SAP_20240124133709_82de6ed5aca2489680ead0e1a1c1d8c8,SGG20240124063914-358,350290893058829,350290893058829,350290893058829,1.0,0.8782927989959717,1.022010898590088
-SAP_20240124141935_4327774c82224db49b07c65f859778d5,SGG20240124072047-270,R52WB0ER19X,R52WB0ER19X,R52WB0ER19X,1.0,1.214860439300537,1.3474043369293214
-SAP_20240124162459_5e75f782dd1d4111bb8d60f81ffd2497,SGG20240124093114-059,5T4Z14BWB00237V,5T4Z14BWB0023ZV,5T4Z14BWB00237V,0.9333,0.9604878425598145,1.0938499927520753
-SAP_20240124161238_301bfd6503ed4dc1850afd19cfac6082,SGG20240124091539-471,5T4Z14BWB00242A,5T4Z14BWB00242A,5T4Z14BWB00242A,1.0,0.8879427909851074,1.0253249168395997
-SAP_20240124193109_43eae098e5dc45aba25e57f5d3834a47,SGG20240124123249-202,R52WB0EQZ4X,R52WB0EQZ4X,R52WB0EQZ4X,1.0,0.9113397598266602,1.0445958137512206
-SAP_20240124120504_3c24cbb97b784b489fa83f99da39d2a4,SGG20240124050814-139,350040121840591,350040121840591,350040121840591,1.0,1.5,1.9578109741210936
-SAP_20240124120504_3c24cbb97b784b489fa83f99da39d2a4,SGG20240124050814-139,StarHub Shop,Starhub Shop,Starhub Shop,1.0,1.5,1.9578109741210936
-SAP_20240124120504_3c24cbb97b784b489fa83f99da39d2a4,SGG20240124050814-139,19/01/2024,['2024-01-19'],2024-01-19,1.0,1.5,1.9578109741210936
-SAP_20240124230826_74e28ce15a6b449586b27f47c688b346,SGG20240124161603-408,0PBG3NJWB00002P,0PBG3NJWB00002P,0PBG3NJWB00002P,1.0,1.1986920833587646,1.3304604053497315
-SAP_20240124142220_348c3f0b4c1f4775995d7bcdcd556d1a,SGG20240124072251-346,356467780728391,356467780728391,356467780728391,1.0,1.259378433227539,1.392421579360962
-SAP_20240124094549_10dd9bfec30a4929942b7603410b439d,SGG20240124024916-834,355157584808769,355157584808769,355157584808769,1.0,0.900362491607666,1.0362270832061768
-SAP_20240124111434_459fe19aa27a4112bd520d0cfec94cf5,SGE20240124041709-318,0JYC3NET300428Z,0JYC3NET300428Z,0JYC3NET300428Z,1.0,1.112053394317627,1.2492879390716554
-Total requests:,79,,,,,,
-Total images:,103,,,,,,
-No. imei images:,95,,,,,,
-No. invoice images:,4,,,,,,
-No. bad quality images:,5,,,,,,
-No. valid images:,98,,,,,,
-No. per of bad quality images:,4.854368932038835,,,,,,
-Average accuracy:,99.51887755102041,,,,,,
-Average imei processing time:,1.249292457496727,,,,,,
-Average invoice processing time:,1.5,,,,,,
-Average processing time (by request):,1.3929973137843128,,,,,,

cope2n-api/SBT_detail_report_20240125.csv

@@ -1,116 +0,0 @@
-requestId,redemptionNumber,userSubmitResults,OCRResults,revisedResults_by_SDSRV,accuracy,processingTime,processingTime (by request)
-SAP_20240125213556_9be8e42deb384997b52f1627cd9036ae,SGE20240125143859-948,0ASL5NAWB00178V,0ASL5NAWB00178V,0ASL5NAWB00178V,1.0,1.4889461994171145,1.628902530670166
-SAP_20240125213556_9be8e42deb384997b52f1627cd9036ae,SGE20240125143859-948,0YZJ5ABWA00042B,0YZJ5ABWA00042B,0YZJ5ABWA00042B,1.0,1.488931655883789,1.628902530670166
-SAP_20240125204257_e1baab714ef04dedb9eee1a23d3e2dad,SGE20240125134453-128,0ATU4NAWA00221P,0ATU4NAWA00221P,0ATU4NAWA00221P,1.0,1.3176016807556152,1.4584299087524415
-SAP_20240125101846_a30e68ba16234502893faceae34c599b,SGG20240125032143-030,5T4Z14BWC00043Y,5T4Z14BWC00043Y,5T4Z14BWC00043Y,1.0,1.0199410915374756,1.152536964416504
-SAP_20240125224513_03c574f959294cbb9f2d601100d0ddbc,SGE20240125154742-991,06QB4EAWA00158Y,06QB4EAWA00158Y,06QB4EAWA00158Y,1.0,1.0634562969207764,1.1954639911651612
-SAP_20240125160714_fa2175cc36004570ba0afa71c1b59d72,SGE20240125090937-806,0HX34DBWA00060T,0HX34DBWA00060T,0HX34DBWA00060T,1.0,1.039566993713379,1.172396993637085
-SAP_20240125220736_bc50900a2fe145e38f8477958ee8d7c0,SGG20240125151228-397,0PBD3NJWB00001V,0PBD3NJWB00001V,0PBD3NJWB00001V,1.0,1.1566109657287598,1.2912472248077391
-SAP_20240125192500_01936d2c7e8f4a459c4d526f90bd9a1e,SGG20240125122649-640,355157585015174,355157585015174,355157585015174,1.0,0.933051586151123,1.0662609100341796
-No. valid images:,102,0ASL5NAX100069K,0ASL5NAX100069K,0ASL5NAX100069K,1.0,1.3499441146850586,1.488349771499634
-No. per of bad quality images:,3.7735849056603774,0YZJ5ABW900264T,0YZJ5ABW900264T,0YZJ5ABW900264T,1.0,1.3293275833129885,1.488349771499634
-SAP_20240125201554_9a7404943fbb4841a6362a71d3546f55,SGG20240125131953-507,R52W805LBAX,R52W805LBAX,R52W805LBAX,1.0,1.2617237567901611,1.3950358390808109
-SAP_20240125224841_bfb5e1029a36414aac1413d97be39370,SGG20240125154952-766,350290890547733,350290890547733,350290890547733,1.0,0.8830780982971191,1.01670823097229
-SAP_20240125205434_f575befce0ec42f8b5645443b9c6482a,SGG20240125135937-930,350290890609178,350290890609178,350290890609178,1.0,1.2261323928833008,1.3658510208129884
-SAP_20240125104539_811b7fab8ca6427581646a26862d200e,SGG20240125034719-140,5T4Z14BWB00205L,5T4Z14BWB00205L,5T4Z14BWB00205L,1.0,1.1542768478393557,1.2871693134307862
-SAP_20240125135012_7b495a3516e94889ba09f37f3a6593a2,SGG20240125065319-543,0YDK5ADWA00101K,0YDKSADWA00101K,0YDK5ADWA00101K,0.9333,1.1237897872924805,1.2563174724578858
-SAP_20240125123038_ac46ab6e5bd044e6a9f6043d277b95d2,SGG20240125053257-472,0Q893NJWC00009V,0Q893NJWC00009V,0Q893NJWC00009V,1.0,1.1087157726287842,1.2406862735748292
-SAP_20240125162758_321c0b8822324fbe9111ce4daa641130,SGG20240125093246-227,5T4Z14BWB00059B,5T4Z14BWB00059B,5T4Z14BWB00059B,1.0,0.9552195072174072,1.1094771385192872
-SAP_20240125102309_7abd107fbd374e38b32e7b3742b8d7b4,SGE20240125032608-460,0ELL43BWA00153M,0ELL43BWA00153M,0ELL43BWA00153M,1.0,1.597317457199097,1.742768144607544
-SAP_20240125102309_7abd107fbd374e38b32e7b3742b8d7b4,SGE20240125032608-460,0ASQ5NBWC00125B,0ASQ5NBWC00125B,0ASQ5NBWC00125B,1.0,1.3949432373046875,1.742768144607544
-SAP_20240125121008_8aee1d77c3c244f88f431d19b0189888,SGE20240125051315-669,5BB614AW700205K,5BB614AW700205K,5BB614AW700205K,1.0,0.9202213287353516,1.053608274459839
-SAP_20240125180618_7e065fe71afd4120b16d9ab5282abcc8,SGG20240125111350-850,350290890346102,Z5243951,Z5243951,1.0,1.235400915145874,1.3726869583129884
-SAP_20240125162736_7c4b7ddf3dc84792af82a83712bfeeab,SGG20240125092933-779,0LR14DBWC00070W,,0LR14DBWC00070W,0.0,1.1674394607543943,1.3014973163604735
-SAP_20240125224306_32770c6dbe384d10803f8ded176ff3ff,SGG20240125155105-300,0J4T3NITC00011D,0J4T3NITC00011D,0J4T3NITC00011D,1.0,1.0477051734924316,1.181892251968384
-SAP_20240125214938_930ae2d226f44f7faf5aee1ad27a4bad,SGE20240125145129-306,358423446502314,358423446502314,358423446502314,1.0,1.5,2.1542447566986085
-SAP_20240125214938_930ae2d226f44f7faf5aee1ad27a4bad,SGE20240125145129-306,Best Denki (VivoCity),Bes1Dank1,Best Denki,0.6,1.5,2.1542447566986085
-SAP_20240125214938_930ae2d226f44f7faf5aee1ad27a4bad,SGE20240125145129-306,24/01/2024,['2024-01-24'],2024-01-24,1.0,1.5,2.1542447566986085
-SAP_20240125211124_58a1d74b70ef4c688ab5c870944a01ba,SGE20240125141327-747,0LES4DAW900162Y,0LES4DAW900162Y,0LES4DAW900162Y,1.0,1.7253801822662354,1.8631020545959476
-SAP_20240125211124_58a1d74b70ef4c688ab5c870944a01ba,SGE20240125141327-747,0ASQ5NBWC00091F,0ASQ5NBWC00091F,0ASQ5NBWC00091F,1.0,1.4699831008911133,1.8631020545959476
-SAP_20240125122931_e8d9f49133e448f1a541f6c4a83cd5eb,SGE20240125053115-201,0ASQ5NBWA00052Y,0ASQ5NBWA00052Y,0ASQ5NBWA00052Y,1.0,1.310577154159546,1.4626351356506349
-SAP_20240125122931_e8d9f49133e448f1a541f6c4a83cd5eb,SGE20240125053115-201,0YZJ5ABW800069W,0YZJ5ABW800069W,0YZJ5ABW800069W,1.0,1.308171033859253,1.4626351356506349
-SAP_20240125160938_99142d5946734eab821ce27cc59a60dc,SGG20240125091024-692,0Q8Q3NJWA00070L,0Q8Q3NJWA00070L,0Q8Q3NJWA00070L,1.0,0.9890553951263428,1.1352375507354735
-SAP_20240125103536_c0c1f77f7faa430d90542ef6c4fb65a4,SGG20240125033757-959,5T4Z14BWB00252E,5T4Z14BWB00252E,5T4Z14BWB00252E,1.0,0.9085402488708496,1.0423117637634276
-SAP_20240125120420_64afa031c77e438783b3743f175c132a,SGG20240125050649-053,350022680360880,350022680360880,350022680360880,1.0,1.219712495803833,1.3600147724151612
-SAP_20240125114015_bcd2cc75deac420bb01095057868f8f9,SGG20240125044206-241,5T4Z14BWB00066F,5T4Z14BWB00066F,5T4Z14BWB00066F,1.0,0.9332277774810792,1.0666464328765868
-SAP_20240125190428_2365d7ae7f1f4bbdabc8656f70b72464,SGG20240125120706-072,0YDK5ADWA00109Z,,,1.0,1.2558550834655762,1.3879297733306886
-SAP_20240125133917_76f8b68536814928bdd333def56e04a5,SGG20240125064319-249,5T4Z14BWB00058N,5T4Z14BWB00058N,5T4Z14BWB00058N,1.0,1.0473170280456543,1.1801486968994142
-SAP_20240125144925_0ad81bcce8d843f0bb90754f40812761,SGG20240125075324-476,0U0T4ADW900045K,0U0T4ADW900045K,0U0T4ADW900045K,1.0,1.3918192386627195,1.5261276721954349
-SAP_20240125230011_e809ed9d5b9c4fda93fd04cf5848d685,SGG20240125160254-016,350290890891008,350290890891008,350290890891008,1.0,0.8782548904418945,1.0113664627075194
-SAP_20240125114657_582106f68a9a4c0a8a89beffa1a4ad2a,SGE20240125044932-254,Best Denki (VivoCity),Best Denki,Best Denki,1.0,1.5,2.0981045722961427
-SAP_20240125114657_582106f68a9a4c0a8a89beffa1a4ad2a,SGE20240125044932-254,24/01/2024,['2024-01-24'],2024-01-24,1.0,1.5,2.0981045722961427
-SAP_20240125114657_582106f68a9a4c0a8a89beffa1a4ad2a,SGE20240125044932-254,355731671682236,355731671682236,355731671682236,1.0,1.5,2.0981045722961427
-SAP_20240125145604_de6d55acae44488f94afe7ba49868c35,SGE20240125075731-026,Best Denki (VivoCity),Best Denki,Best Denki,1.0,1.5,2.1104103088378907
-SAP_20240125145604_de6d55acae44488f94afe7ba49868c35,SGE20240125075731-026,22/01/2024,['2024-01-22'],2024-01-22,1.0,1.5,2.1104103088378907
-SAP_20240125145604_de6d55acae44488f94afe7ba49868c35,SGE20240125075731-026,355731671171347,355731671171347,355731671171347,1.0,1.5,2.1104103088378907
-SAP_20240125132212_944dd6bd957b43178bbc46abe03d73b4,SGE20240125062325-848,5BPV14AW800004M,5BPV14AW800004M,5BPV14AW800004M,1.0,1.24507474899292,1.3999684810638429
-SAP_20240125195221_b7ba1228fe734f40aacb76c7dc5183a8,SGG20240125125558-535,354136921163980,354136921163980,354136921163980,1.0,1.0239176750183103,1.158903455734253
-SAP_20240125164107_4de581066a8a430b980d93e270e1b4b2,SGG20240125094221-467,0Q8Q3NJW900154Y,0Q8Q3NJW900154Y,0Q8Q3NJW900154Y,1.0,0.9792017936706544,1.1127015113830567
-SAP_20240125195840_b0b41f421cd7480f85100d09ac76ea57,SGE20240125130130-631,0ASL5NAWA00026M,5NAWA00026M,0ASL5NAWA00026M,0.7333,1.4404964447021484,1.5998056888580323
-SAP_20240125195840_b0b41f421cd7480f85100d09ac76ea57,SGE20240125130130-631,0YZJ5ABWB00283R,,,1.0,1.4561965465545654,1.5998056888580323
-SAP_20240125131912_0a29feff5e964a1cb9623bf9edf1c848,SGG20240125062114-342,350022680364338,350022680364338,350022680364338,1.0,0.8550548553466797,0.987336492538452
-SAP_20240125145230_9d412392f0c8480389d39ab939164e00,SGE20240125075401-918,0U0T4ADWB00026K,0U0T4ADWB00026K,0U0T4ADWB00026K,1.0,1.155393123626709,1.2891133785247804
-SAP_20240125210434_814e92c1f67a421fbff69955bd8b8c1b,SGG20240125140541-346,350290892696637,350290892696637,350290892696637,1.0,0.9266412258148192,1.0594922065734862
-SAP_20240125115408_541ea2d07072445e86bd113ab9f9f063,SGG20240125045604-600,5T4Z14BWB00064X,5T4Z14BWB00064X,5T4Z14BWB00064X,1.0,1.0816497802734375,1.2303379535675052
-SAP_20240125214551_296f740bf66647d8a4a3de4d32c94bcf,SGG20240125144813-601,R52WC04EVEP,R52WC04EVEP,R52WC04EVEP,1.0,1.098271131515503,1.2321403980255128
-SAP_20240125211132_c37d13553e3e4637b55ef172b643e703,SGG20240125141619-105,350022681357760,350022681357760,350022681357760,1.0,1.0743112564086914,1.2073093414306642
-SAP_20240125154932_09f6be1513be42c68fdae965451dd8ec,SGE20240125085016-729,5TW514BWA00041B,5TW514BWA00041B,5TW514BWA00041B,1.0,0.8248586654663086,0.9776636123657226
-SAP_20240125134355_b575051032ce42a2bd9a4f7a0825a9ba,SGE20240125064551-607,358423440731471,358423440731471,358423440731471,1.0,1.5,1.9584628105163573
-SAP_20240125134355_b575051032ce42a2bd9a4f7a0825a9ba,SGE20240125064551-607,Best Denki (VivoCity),Best Denki,Best Denki,1.0,1.5,1.9584628105163573
-SAP_20240125134355_b575051032ce42a2bd9a4f7a0825a9ba,SGE20240125064551-607,25/01/2024,['2024-01-25'],2024-01-25,1.0,1.5,1.9584628105163573
-SAP_20240125161827_15713f545377408d8eb23b057d1015c9,SGG20240125092021-487,350290891499496,350290891499496,350290891499496,1.0,0.8609986305236816,0.9944795131683348
-SAP_20240125160545_6728fb210bf14d8884144ea898556662,SGG20240125090631-697,0Q8Q3NJWA00072K,0Q8Q3NJWA00072K,0Q8Q3NJWA00072K,1.0,0.9908835887908936,1.1273015499114991
-SAP_20240125123230_21397d76b3b1402aaa3b8238756d244c,SGE20240125053328-197,0ASQ5NBWA00052Y,0ASQ5NBWA00052Y,0ASQ5NBWA00052Y,1.0,1.3057076930999756,1.4459484577178956
-SAP_20240125123230_21397d76b3b1402aaa3b8238756d244c,SGE20240125053328-197,0YZJ5ABW800069W,0YZJ5ABW800069W,0YZJ5ABW800069W,1.0,1.3013384342193604,1.4459484577178956
-SAP_20240125182136_26b2b197231f458faf1076e824ee1d29,SGG20240125112235-756,R52WC0239QT,R52WC0239QT,R52WC0239QT,1.0,1.0514028072357178,1.1845999717712403
-SAP_20240125153027_94ab5901b2e346968545829ac8b53bd8,SGG20240125083355-770,0J4K3NEW200026D,0J4K3NEW200026D,0J4K3NEW200026D,1.0,1.0691614151000977,1.2009881496429444
-SAP_20240125083125_2d4ad147424d4f5e8798bbf2bb6ddc6d,SGG20240125013440-417,0JYD3NEWC00055L,0JYD3NEWC00055L,0JYD3NEWC00055L,1.0,1.132312297821045,1.2645393371582034
-SAP_20240125101523_0b55477cd13b4d1d8d87f7fae39ac997,SGE20240125031912-522,0ELL43BWA00153M,0ELL43BWA00153M,0ELL43BWA00153M,1.0,1.636206865310669,1.7737263202667235
-SAP_20240125101523_0b55477cd13b4d1d8d87f7fae39ac997,SGE20240125031912-522,0ASQ5NBWC00125B,0ASQ5NBWC00125B,0ASQ5NBWC00125B,1.0,1.4371669292449951,1.7737263202667235
-SAP_20240125153517_e10a6a2dbd954d578dbcb1e5ccbfa03e,SGG20240125083804-864,0YDK5ADWA00161J,0YDK5ADWA00161J,0YDK5ADWA00161J,1.0,1.0505828857421875,1.1913829803466798
-SAP_20240125131850_143ca40678a141258c157dd6b4180635,SGG20240125062327-436,5T4Z14BWC00041L,,5T4Z14BWC00041L,0.0,0.934067726135254,1.0744560718536378
-SAP_20240125172254_f6e3e74e2e6e402c892f3af2d0d8a9b1,SGG20240125102526-033,0YDK5ADW800094D,0YDK5ADW800094D,0YDK5ADW800094D,1.0,1.0506293773651123,1.662214136123657
-SAP_20240125221541_6d91d187167845949ce4c30b9e9820bd,SGG20240125151845-942,352271451372388,352271451372388,352271451372388,1.0,1.1356115341186523,1.2715981960296632
-SAP_20240125071228_43c875a4f25e4176a60bce80c14d71a9,SGG20240125001443-729,StarHub Shop,Starhub Shop,Starhub Shop,1.0,1.5,1.819897985458374
-SAP_20240125071228_43c875a4f25e4176a60bce80c14d71a9,SGG20240125001443-729,22/12/2023,['2023-12-22'],2023-12-22,1.0,1.5,1.819897985458374
-SAP_20240125071228_43c875a4f25e4176a60bce80c14d71a9,SGG20240125001443-729,352838655739818,352838655739818,352838655739818,1.0,1.5,1.819897985458374
-SAP_20240125164706_ffdc39d80679435ba50e9f8c57b36d87,SGG20240125094959-463,5T4Z14BWB00068J,5T4Z14BWB00068J,5T4Z14BWB00068J,1.0,0.853308916091919,0.9954803943634032
-SAP_20240125101446_2f7286d7511141dab30c738edaa01158,SGG20240125031809-937,0Q8Q3NJW900098K,0Q8Q3NJW900098K,0Q8Q3NJW900098K,1.0,1.2526483535766602,1.3862560749053956
-SAP_20240125193328_fecfa1bf20a84880af34db3b68377278,SGE20240125123439-462,0YDJ5ADWA00033H,0YDJ5ADWA00033H,0YDJ5ADWA00033H,1.0,1.0520074367523191,1.1848743915557862
-SAP_20240125212556_56da7e955be64ec289e70b949966fe68,SGG20240125143022-907,Lazada (Samsung Brand Store),,,1.0,1.5,1.4510591983795167
-SAP_20240125212556_56da7e955be64ec289e70b949966fe68,SGG20240125143022-907,19/01/2024,[],,1.0,1.5,1.4510591983795167
-SAP_20240125212556_56da7e955be64ec289e70b949966fe68,SGG20240125143022-907,355157585976359,,,1.0,1.5,1.4510591983795167
-SAP_20240125110702_2fef0d1d51314e51b8206c3119349fdd,SGG20240125041012-802,5T4Z14BWB00003A,5T4Z14BWA00094J,5T4Z14BWA00094J,1.0,0.9944474697113036,1.13126859664917
-SAP_20240125234612_920bc074e4324ee8bf385e5646e87439,SGG20240125164809-218,R52W805L1SR,R52W805L1SR,R52W805L1SR,1.0,1.0498411655426023,1.18782958984375
-SAP_20240125133318_3b2abb0c97af45ebab9b5ff0f5f43818,SGE20240125064040-740,0HX34DBW800015T,0HX34DBW800015,0HX34DBW800015,1.0,0.9728784561157228,1.1051653385162354
-SAP_20240125132212_bb88eaacf24b43a8abc60955fabdc5cf,SGG20240125063807-297,355157580646973,355157580646973,355157580646973,1.0,0.9953052997589112,1.1327186584472655
-SAP_20240125221239_ed009583d5da4a08868640002f8cfee2,SGG20240125151536-309,350290891498134,350290891498134,350290891498134,1.0,1.0928809642791748,1.2916520595550538
-SAP_20240125100105_c12cdedd14eb48b885cd35795730fcfe,SGE20240125030608-563,0ELL43BWB000990,,,1.0,1.7844538688659668,1.926446294784546
-SAP_20240125213011_def2469a28654095941d82bd43d2b740,SGE20240125143144-776,0ASL5NAWB00009A,0ASL5NAWB00009A,0ASL5NAWB00009A,1.0,1.5015358924865725,1.635885334014893
-SAP_20240125213011_def2469a28654095941d82bd43d2b740,SGE20240125143144-776,0YZJ5ABWA00376Y,0YZJ5ABWA00376Y,0YZJ5ABWA00376Y,1.0,1.4938123226165771,1.635885334014893
-SAP_20240125183859_a9917204a4ed415c94d1a2668ac75691,SGG20240125114108-454,0JYD3NET300247F,0JYD3NET300247F,0JYD3NET300247F,1.0,0.9572863578796388,1.090140438079834
-SAP_20240125235224_59dedcd6d10a416fa8840772cf2bb5cd,SGG20240125165451-334,0Q8A3NJW500028H,0Q8A3NJW500028H,0Q8A3NJW500028H,1.0,1.1419196128845217,1.2744627952575684
-SAP_20240125122004_b20ad78959c44688971d17d662a7a97e,SGE20240125052126-759,1HPB43AT800003Z,1HPB43AT800003Z,1HPB43AT800003Z,1.0,1.4283616542816162,1.585705614089966
-SAP_20240125122004_b20ad78959c44688971d17d662a7a97e,SGE20240125052126-759,0KQ8GDAW700037W,0KQ8GDAW700037W,0KQ8GDAW700037W,1.0,1.262664794921875,1.585705614089966
-SAP_20240125231500_1b8c9fa223f74c49ba97e66b95e541a1,SGG20240125161714-628,0LR14DBWC00057H,0LR14DBWC00057H,0LR14DBWC00057H,1.0,1.0184242725372314,1.1622401237487794
-SAP_20240125200322_e36d43e6455f4596a572c5e08cbe4d66,SGG20240125130847-125,0Q8Q3NJW700021J,0Q8Q3NJW700021J,0Q8Q3NJW700021J,1.0,1.093851089477539,1.2287949085235597
-SAP_20240125235543_bd2a75e6dce84abda987c1ce54bbdf77,SGE20240125165646-394,5T8J14BWC00029D,5T8J14BWC00029D,5T8J14BWC00029D,1.0,1.109222650527954,1.2410069465637208
-SAP_20240125114600_231b3c239d0f408fbcbc97a975b6a286,SGE20240125044732-920,355731671720390,355731671720390,355731671720390,1.0,1.5,2.057817316055298
-SAP_20240125114600_231b3c239d0f408fbcbc97a975b6a286,SGE20240125044732-920,Best Denki (VivoCity),Best Denki,Best Denki,1.0,1.5,2.057817316055298
-SAP_20240125114600_231b3c239d0f408fbcbc97a975b6a286,SGE20240125044732-920,24/01/2024,['2024-01-24'],2024-01-24,1.0,1.5,2.057817316055298
-SAP_20240125212647_ff4b239c29da42518c0069e6513ed1a0,SGE20240125143047-144,0U0T4ADWC00034L,0U0T4ADWC00034L,0U0T4ADWC00034L,1.0,1.0449843406677246,1.182161426544189
-SAP_20240125161614_97e676999f774811884be2b05b158898,SGG20240125092032-119,355157585880270,355157585880270,355157585880270,1.0,0.9219574928283693,1.0554035663604735
-SAP_20240125130327_9599d6055f1c4a6ea1c3f6881dfaa2de,SGG20240125060606-545,0YDJ5ADW900007B,0YDJ5ADW900007B,0YDJ5ADW900007B,1.0,0.9943006038665771,1.1268959999084474
-SAP_20240125202835_1e5754d3c53346769ccbaf9783a86dd6,SGG20240125133049-486,R52WC060MMW,R52WC060MMW,R52WC060MMW,1.0,1.2360763549804688,1.370289421081543
-SAP_20240125072654_3f1c97512e5848e1bc86124761fe6f1e,SGG20240125002951-429,0Q4G3NJW400014A,0Q4G3NJW400014A,0Q4G3NJW400014A,1.0,1.12111496925354,1.255377149581909
-SAP_20240125120153_7e63d4a2905f411c896cc4832e6222fe,SGE20240125050601-486,1KPG43BWA00052B,1KPG43BWA00052B,1KPG43BWA00052B,1.0,1.5634815692901611,1.6997049808502198
-SAP_20240125120153_7e63d4a2905f411c896cc4832e6222fe,SGE20240125050601-486,0ASC5NAWA00109X,0KQ8GDAWA00088B,0KQ8GDAWA00088B,1.0,1.3467087745666504,1.6997049808502198
-Total requests:,81,,,,,,
-Total images:,106,,,,,,
-No. imei images:,92,,,,,,
-No. invoice images:,7,,,,,,
-No. bad quality images:,4,,,,,,
-Average accuracy:,99.93460784313726,,,,,,
-Average imei processing time:,1.1916836406407731,,,,,,
-Average invoice processing time:,1.5,,,,,,
-Average processing time (by request):,1.339020477367351,,,,,,

cope2n-api/SBT_detail_report_20240126.csv

@@ -1,112 +0,0 @@
-requestId,redemptionNumber,userSubmitResults,OCRResults,revisedResults_by_SDSRV,accuracy,processingTime,processingTime (by request)
-SAP_20240126115718_1d2dc34dddee41bcba5de3a60ad71cdf,SGG20240126045916-110,350731690550971,350731690550971,350731690550971,1.0,0.8942320346832275,1.0378786087036134
-SAP_20240126200648_6470780acd4a43d29f0884cebeac6e7c,SGG20240126131052-455,0Q893NJWB00053V,0Q893NJWB00053V,0Q893NJWB00053V,1.0,1.071019411087036,1.2465909481048585
-SAP_20240126085318_f0a2404b5c834a6fb014327df3136e62,SGG20240126015713-119,0Q4G3NJW800109N,0Q4G3NJW800109N,0Q4G3NJW800109N,1.0,1.1489877700805664,1.2903140544891358
-SAP_20240126143457_00808e3d79de4ee9b588f5715b19c3e1,SGG20240126073611-764,RFAWA04ZXSX,RFAWA04ZXSX,RFAWA04ZXSX,1.0,1.5,1.8713041305541995
-SAP_20240126143457_00808e3d79de4ee9b588f5715b19c3e1,SGG20240126073611-764, Shopee (Samsung Brand Store),Singtel Shop,Singtel Shop,1.0,1.5,1.8713041305541995
-SAP_20240126143457_00808e3d79de4ee9b588f5715b19c3e1,SGG20240126073611-764,26/01/2024,['2024-01-26'],2024-01-26,1.0,1.5,1.8713041305541995
-Total images:,101,0Q4G3NJWB00218Z,0Q4G3NJWB00218Z,0Q4G3NJWB00218Z,1.0,1.0479822158813477,1.1809743404388429
-SAP_20240126004045_338ff12db8ec4d16bfc5400286aa7d87,SGG20240125174359-266,350635070555205,350635070555205,350635070555205,1.0,0.8944871425628662,1.0273746013641356
-SAP_20240126135701_9ae33bc24cf845ffb8a08a9d3ca6baa3,SGG20240126070244-697,R52W809SMBD,R52W809SMBD,R52W809SMBD,1.0,1.0541915893554688,1.1878133773803712
-SAP_20240126150301_4967002c275240dba43abb47356dccf8,SGG20240126081042-061,0ELL43BW200017H,0ELL43BW200017H,0ELL43BW200017H,1.0,1.4720747470855713,1.616723155975342
-SAP_20240126175230_ee62337fee984e8e84b246713a0f69e3,SGG20240126105648-524,350290892787568,350290892787568,350290892787568,1.0,0.937206506729126,1.0713475704193114
-SAP_20240126223817_2584f1d6cc8946b8a8ced6a7e8119d07,SGG20240126153955-591,350731691203927,350731691203927,350731691203927,1.0,0.872807502746582,1.0235594272613526
-SAP_20240126182807_798a5a25ecfb47889498032be0327b79,SGE20240126112934-135,0YZJ5ABWA00333V,0YZJ5ABWA00333V,0YZJ5ABWA00333V,1.0,1.3987164497375488,1.602533197402954
-SAP_20240126182807_798a5a25ecfb47889498032be0327b79,SGE20240126112934-135,0ASL5NAWB00017M,0ASL5NAWB00017M,0ASL5NAWB00017M,1.0,1.4496088027954102,1.602533197402954
-SAP_20240126154606_a87b51f78ca845df8f1a4e7e89ee89e8,SGG20240126085021-652,350290891161047,350290891161047,350290891161047,1.0,1.095947504043579,1.2395242214202882
-SAP_20240126101255_902423b54700432ab85db25d83ba19e7,SGG20240126031506-763,0Q8A3NJW500038P,0Q8A3NJW500038P,0Q8A3NJW500038P,1.0,1.022899150848389,1.1585556030273438
-SAP_20240126175904_61867a9cb6bd4ef1bb6f72c80056e0ea,SGG20240126110118-053,350731692215144,350731692215144,350731692215144,1.0,0.928658962249756,1.061669445037842
-SAP_20240126160324_18701e3e480f4a1896a923ec8bf7bfae,SGG20240126090526-800,350290892948657,350290892948657,350290892948657,1.0,0.8716981410980225,1.0053966999053956
-SAP_20240126215445_7fac2aa8c7fe425db953ec33735f7c3a,SGE20240126145831-040,0JYX3NIT300181H,0JYX3NIT300181H,0JYX3NIT300181H,1.0,1.0374202728271484,1.1738136768341063
-SAP_20240126110614_ced560bf307043c8afeec989076d345a,SGG20240126040758-319,350290891529227,350290891529227,350290891529227,1.0,0.872100830078125,1.0042253494262694
-SAP_20240126165706_da00518599d94d5487919551cdad95b4,SGE20240126095954-141,0YZJ5AEW600130K,0YZJ5AEW600130K,0YZJ5AEW600130K,1.0,1.5117967128753662,1.647792673110962
-SAP_20240126165706_da00518599d94d5487919551cdad95b4,SGE20240126095954-141,0ASQ5NBWB00040K,0ASQ5NBWB00040K,0ASQ5NBWB00040K,1.0,1.499040603637695,1.647792673110962
-SAP_20240126174404_8410a756d5474b7b811872d0fc4bb329,SGG20240126104541-992,350731692350271,350731692350271,350731692350271,1.0,0.8911027908325195,1.0309985637664794
-SAP_20240126231758_5affedc86baf40ca9373e2b853c86778,SGE20240126162322-483,0ELL43BWA00060N,0ELL43BWA00060N,0ELL43BWA00060N,1.0,1.265329360961914,1.3992048263549806
-SAP_20240126000434_73f35453a22a4156b7441e519b3b8f9c,SGG20240125170737-027,1KPG43BWA00045H,1KPG43BWA00045H,1KPG43BWA00045H,1.0,1.1764466762542725,1.7112523078918456
-SAP_20240126173754_3df78f72e82a4397b913e726530eea48,SGG20240126104841-946,0Q8Q3NJWC00106L,0Q8Q3NJWC00106L,0Q8Q3NJWC00106L,1.0,1.161653757095337,1.299892044067383
-SAP_20240126184532_2f8f5e86abeb421f8a79e858e7ff0c05,SGG20240126114652-923,350290890483772,350290890483772,350290890483772,1.0,1.0525670051574707,1.1891220569610597
-SAP_20240126095900_69090491d6e5402b8ec83ac3f66a5859,SGG20240126030316-399,0PBS3NIWB00010D,0PBS3NIWB00010D,0PBS3NIWB00010D,1.0,1.0519180297851562,1.187789297103882
-SAP_20240126161756_aa0ce401b4354f9e84ee7ec09c35cc3b,SGG20240126092023-817,350022680892460,350022680892460,350022680892460,1.0,1.0138952732086182,1.1476193428039552
-SAP_20240126232242_c31bc769e75c40f1a4437c11b4186014,SGE20240126162423-892,0U0T4ADWB00064H,0U0T4ADWB00064H,0U0T4ADWB00064H,1.0,1.7410330772399902,1.8802155017852784
-SAP_20240126232242_c31bc769e75c40f1a4437c11b4186014,SGE20240126162423-892,0ASL5NAWB00229E,0ASL5NAWB00229E,0ASL5NAWB00229E,1.0,1.4875075817108154,1.8802155017852784
-SAP_20240126080231_805274b9da3849d79d14ec6b7c46540a,SGE20240126010803-979,0D654DBWA00030Z,355418870995045,355418870995045,1.0,0.9456954002380372,1.078444814682007
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-SAP_20240126200740_7113a4349e59411786c693b28ae914c8,SGG20240126130955-425,R52WC060M9D,R52WC060M9D,R52WC060M9D,1.0,1.2115719318389893,1.3443714141845704
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-SAP_20240126094916_b21bc423b0214ed3be694e498d9843dd,SGG20240126025657-700,R52WA0BGB9P,R52WA0BGB9P,R52WA0BGB9P,1.0,1.112830400466919,1.2455364227294925
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-Total requests:,86,,,,,,
-No. imei images:,97,,,,,,
-No. invoice images:,2,,,,,,
-No. bad quality images:,3,,,,,,
-No. valid images:,98,,,,,,
-No. per of bad quality images:,2.9702970297029703,,,,,,
-Average accuracy:,100.0,,,,,,
-Average imei processing time:,1.1583068523001163,,,,,,
-Average invoice processing time:,1.5,,,,,,
-Average processing time (by request):,1.2731779092834092,,,,,,

cope2n-api/SBT_detail_report_20240127.csv

@@ -1,120 +0,0 @@
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-SAP_20240127103654_b47ca068aeb34990b8139bb47260d598,SGE20240127033828-147,0BXE7WEWC00056A,0BXE7WEWC00056A,0BXE7WEWC00056A,1.0,1.5651085376739502,1.988041973114013
-SAP_20240127103654_b47ca068aeb34990b8139bb47260d598,SGE20240127033828-147,0ASQ5NBX100014D,0LES4DAW900136W,0LES4DAW900136W,1.0,1.8493282794952397,1.988041973114013
-SAP_20240127200359_9403a07c5c2448ee9fc607a4bc338a70,SGG20240127130737-442,350022681391488,350022681391488,350022681391488,1.0,0.8240165710449219,0.957715606689453
-SAP_20240127204251_3036d2ed79974ea697725a5f6efa069d,SGG20240127134810-491,0Q4G3NJW800124F,0Q4G3NJW800124F,0Q4G3NJW800124F,1.0,1.0965864658355713,1.2308639049530028
-SAP_20240127205844_b4f82f06622945b9bf8665d36d0a2499,SGG20240127140134-857,350022680893260,350022680893260,350022680893260,1.0,1.139721155166626,1.271268939971924
-SAP_20240127173429_39e151782a5644a2b21e2a5ee2303da4,SGG20240127103826-636,357090780208930,357090780208930,357090780208930,1.0,1.070164918899536,1.2051855087280274
-SAP_20240127132514_28618f428ec14f46b001e5f71ad96304,SGG20240127062822-758,350290892786982,350290892786982,350290892786982,1.0,1.0539071559906006,1.1873661041259769
-SAP_20240127201420_3d274ec2741244d28caa0357367305bc,SGG20240127131629-638,0JYD3NETC00071L,0JYD3NETC00071L,0JYD3NETC00071L,1.0,1.1052641868591309,1.2405584812164303
-Total requests:,89,,,,,,
-Total images:,108,,,,,,
-No. imei images:,102,,,,,,
-No. invoice images:,3,,,,,,
-No. bad quality images:,6,,,,,,
-No. valid images:,102,,,,,,
-No. per of bad quality images:,5.555555555555555,,,,,,
-Average accuracy:,99.33245098039217,,,,,,
-Average imei processing time:,1.1989284033576648,,,,,,
-Average invoice processing time:,1.5,,,,,,
-Average processing time (by request):,1.3851524709284968,,,,,,

cope2n-api/SBT_detail_report_20240128.csv

@@ -1,108 +0,0 @@
-requestId,redemptionNumber,userSubmitResults,OCRResults,revisedResults_by_SDSRV,accuracy,processingTime,processingTime (by request)
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-SAP_20240128145501_89f6694689a947c8ad137b74c020a375,SGE20240128080056-233,0PUQ3NIWB00008P,,,1.0,1.7707877159118652,1.911495065689087
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-No. bad quality images:,7,0YDK5ADWC00056Y,0YDK5ADWC00056Y,0YDK5ADWC00056Y,1.0,1.1978135108947754,1.3324256896972655
-SAP_20240128154659_d5f5554e2083414f93cf280d38b7f737,SGE20240128085226-781,0A124NAWA00041K,0A124NAWA00041K,0A124NAWA00041K,1.0,1.364213943481445,1.5324963092803956
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-SAP_20240128134034_cb2c61884b1c45ab9d2a4f1b23072af8,SGG20240128064301-968,StarHub Shop,Starhub Shop,Starhub Shop,1.0,1.5,2.5293801784515386
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-SAP_20240128235008_3da34ac34e244eb29ddb4423b6642f21,SGG20240128165915-672,StarHub Shop,Starhub Shop,Starhub Shop,1.0,1.5,2.5509239196777345
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-SAP_20240128230613_31518a53d5194c4a8a0493de98974cdc,SGE20240128160938-283,5T8J14BWC00037Y,ST8J14BWC00037Y,5T8J14BWC00037Y,0.9333,1.0419800281524658,1.1766303539276124
-SAP_20240128141421_cd46fdf8ece64a03a198e7eb9bd0bd6a,SGE20240128071753-044,0U0T4ADW900019J,0U0T4ADW900019J,0U0T4ADW900019J,1.0,1.3143937587738037,1.447604513168335
-SAP_20240128083322_7014f5541b2c4134a7fe1270d8a3dfd5,SGG20240128013440-609,357090780138582,357090780138582,357090780138582,1.0,0.957998514175415,1.094999647140503
-SAP_20240128213557_29b9e2944bb24a34bb1dbcc8d71748e1,SGE20240128143856-877,06QB4EAWB00004A,06QB4EAWB00004A,06QB4EAWB00004A,1.0,1.459979772567749,1.6784327983856202
-SAP_20240128213557_29b9e2944bb24a34bb1dbcc8d71748e1,SGE20240128143856-877,0ASE5NAW500066W,0ASE5NAW500066W,0ASE5NAW500066W,1.0,1.5410771369934082,1.6784327983856202
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-Total requests:,77,,,,,,
-Total images:,97,,,,,,
-No. imei images:,91,,,,,,
-No. invoice images:,3,,,,,,
-No. valid images:,90,,,,,,
-No. per of bad quality images:,7.216494845360825,,,,,,
-Average accuracy:,99.40733333333334,,,,,,
-Average imei processing time:,1.2207163894877715,,,,,,
-Average invoice processing time:,1.5,,,,,,
-Average processing time (by request):,1.3730814218521104,,,,,,

cope2n-api/SBT_detail_report_20240129.csv

@@ -1,553 +0,0 @@
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-SAP_20240129185312_104f02b68f7e4d4da3494e496f565693,AUG20240129115530-203,353980450044785,353980450044785,353980450044785,1.0,0.913557767868042,1.0487445354461669
-SAP_20240129185444_0420fab559d84de2863273194464ec5d,SGE20240129115642-069,0HX34DBW800001P,0HX34DBW800001P,0HX34DBW800001P,1.0,1.135554313659668,1.2692044734954837
-SAP_20240129134841_a9dabb38fb6e4be5a84f93eb51d99288,SGG20240129065633-714,0PBQ3NEWC00002H,0PBQ3NEWC00002H,0PBQ3NEWC00002H,1.0,1.1345925331115725,1.2683526039123536
-SAP_20240129092632_9346319c717e433988fd63b2947c1df8,SGG20240129022928-719,0Q893NJW900202T,0Q893NJW900202T,0Q893NJW900202T,1.0,1.0614166259765625,1.1952157974243165
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-SAP_20240129100733_51738afd567e4edca2f5032ae9c4e981,SGE20240129030816-576,Courts (TV/AV),Courts,Courts,1.0,1.5,2.9548598289489747
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-SAP_20240129085629_9bee431f4bee47b3aa4e0ded9301a092,SGG20240129020016-510,0J4K3NET800277R,0J4K3NET800277R,0J4K3NET800277R,1.0,0.9965922832489014,1.1374748706817628
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-SAP_20240129144716_3f5bd9f000db4188b08ff067265f0300,SGG20240129075236-931,0Q893NJW800074A,0Q893NJW800074A,0Q893NJW800074A,1.0,1.0220777988433838,1.1553057193756109
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-SAP_20240129210906_40cca39c246247e0aad54d2add71a187,SGG20240129141121-386,0Q893NJW700077D,0Q893NJW700077D,0Q893NJW700077D,1.0,1.1497435569763184,1.283370351791382
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-SAP_20240129223657_e7a8b1ab1bac4ff4af9b9ba265f47010,SGG20240129154612-632,0Q8Q3NJWC00123V,0Q8Q3NJWC00123V,0Q8Q3NJWC00123V,1.0,1.0913240909576416,1.2264090538024903
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-SAP_20240129192924_a8a431c02ca24d459bcd563ff14f51b4,AUG20240129123420-576,350256193026659,350256193026659,350256193026659,1.0,0.8521878719329834,0.9850922584533692
-SAP_20240129002140_4c32be708eae442280874891c30a9c1b,SGG20240128172315-748,352271451370713,352271451370713,352271451370713,1.0,1.0658681392669678,1.2013424396514896
-SAP_20240129180612_4672024bee8749ac8061ac98f27da8d0,AUG20240129111344-545,350256193137043,350256193137043,350256193137043,1.0,1.1017780303955078,1.239034748077393
-SAP_20240129103750_95c0a8d3692447a5ab5f98be170080a1,SGE20240129033930-350,5TW514BWB00002H,5TW514BWB00002H,5TW514BWB00002H,1.0,1.5,1.7517467498779298
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-SAP_20240129101651_a5eb949e0afa47c5ad831ba8d50c8b89,SGE20240129031922-650,5TW514BW500074Y,5TW514BW500074Y,5TW514BW500074Y,1.0,1.174117088317871,1.3076442241668702
-SAP_20240129120930_dacc6346d4ac437fb3fbbe580c10e68d,AUG20240129051138-402,352247500046264,352247500046264,352247500046264,1.0,0.8898453712463379,1.0261741638183597
-SAP_20240129165228_ec253e97ffdb43a0a472a0d9f7a591ac,AUG20240129100204-008,352247500026787,350417142282047,350417142282047,1.0,1.0971269607543943,1.2310124397277833
-SAP_20240129130533_865680ee190846cc940bcc6c0daaa901,AUG20240129060822-860,352247503016629,352247503016629,352247503016629,1.0,1.1532397270202637,1.2910693645477296
-SAP_20240129110708_016290ad8b1741d7b4f75cefdf46db9a,AUG20240129041305-155,350256193165515,350417142280538,350417142280538,1.0,1.2726919651031494,1.40492639541626
-SAP_20240129210238_efcdc7c2ed0e455a84aef41814e0acac,SGG20240129140500-787,0HUT3NET200066A,0HUT3NET200066A,0HUT3NET200066A,1.0,1.1820898056030271,1.3913022041320802
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-SAP_20240129121415_ceee7862e8574a37be4ebbf28e36c4fd,AUG20240129052016-970,350256193178633,350417142543372,350417142543372,1.0,0.9258625507354736,1.0622828960418702
-SAP_20240129110302_60c4f15f34544f5e882b3809a102f8c0,AUG20240129040622-777,353980453001238,353980453001238,353980453001238,1.0,0.978362798690796,1.115000343322754
-SAP_20240129183539_9caab1b1f5d74029b62a66035e876471,AUG20240129114043-648,355403290089033,355403290089033,355403290089033,1.0,1.118384599685669,1.250787353515625
-SAP_20240129203547_99bedbba203d421a9041d62d049a0fe7,SGG20240129133951-764,0PBD3NJWB00017K,0PBD3NJWB00017K,0PBD3NJWB00017K,1.0,1.1440694332122805,1.280103063583374
-SAP_20240129124659_824c2c3d708044ebbe71a6dda92a0cb3,SGG20240129055127-762,0Q8Q3NJW700023L,0Q8Q3NJW700023L,0Q8Q3NJW700023L,1.0,1.1060118675231934,1.2382334232330323
-SAP_20240129150746_4b9b232942844d80b197e75f4a996701,AUG20240129081205-285,352247500026894,352247500026894,352247500026894,1.0,0.823704719543457,0.9574316501617433
-SAP_20240129121328_a8b5b75d313e4be8903c4b4159fdc0e5,AUG20240129051732-514,357760270033473,350417142283540,350417142283540,1.0,1.1884911060333252,1.3214126586914063
-SAP_20240129144145_63b6c614263043b19f1e3cb3cba9e65c,AUG20240129074811-108,351600130087093,351600130087093,351600130087093,1.0,1.069122552871704,1.2026875972747804
-SAP_20240129140852_6fe75a3e14d7478e84dabe3b77a2f090,AUG20240129071239-972,355403290028544,355403290028544,355403290028544,1.0,0.9967441558837892,1.130874013900757
-SAP_20240129171748_1e096bb6c1b841d6a28d6eb4c51d0f30,AUG20240129102101-994,352247500026670,352247500026670,352247500026670,1.0,1.0307042598724363,1.1635595321655274
-SAP_20240129155349_5ff46049a3fb4ea2809b7b26bdf41fc9,AUG20240129085636-083,352247503088883,352247503088883,352247503088883,1.0,0.8973178863525391,1.0332268238067626
-SAP_20240129122408_3b07576298004ca9bb4a43f0b66cd198,SGG20240129052651-559,0Q893NJWA00109Z,0Q893NJWA00109Z,0Q893NJWA00109Z,1.0,1.0548820495605469,1.19663987159729
-SAP_20240129145227_facd47b5f68347c99d67e7b0748408dd,AUG20240129075827-832,352247500009478,352247500009478,352247500009478,1.0,1.0389199256896973,1.1726532936096192
-SAP_20240129101222_54258f6284864d28abfb0041d025217b,SGG20240129031351-821,5T4Z14BWB00313P,5T4Z14BWB00313P,5T4Z14BWB00313P,1.0,1.0442655086517334,1.1774071216583253
-SAP_20240129150400_efbb03ff4ea24989bbd79c977b8be775,AUG20240129080800-039,352247503013188,352247503013188,352247503013188,1.0,1.1750428676605225,1.308944082260132
-SAP_20240129134446_5f23f260777b439488ef749d6cbff1af,SGE20240129065246-544,0ASL5NAX100005M,0ASL5NAX100005M,0ASL5NAX100005M,1.0,1.4395074844360352,1.5762699604034425
-SAP_20240129134446_5f23f260777b439488ef749d6cbff1af,SGE20240129065246-544,0YZJ5ABWB00154A,0YZJ5ABWB00154A,0YZJ5ABWB00154A,1.0,1.3779711723327637,1.5762699604034425
-SAP_20240129143110_bfd88c1c32d844858671f8c8215c7890,AUG20240129074056-635,352247500010229,896102571643327,,0.0,1.8239262104034424,2.2333181858062745
-SAP_20240129113931_de50fb5af0374558b065b1dedcf4becb,SGE20240129044344-715,0KZN4DAWC00112N,,0KZN4DAWC001112N,0.0,1.6858572959899902,1.8261323928833009
-SAP_20240129113931_de50fb5af0374558b065b1dedcf4becb,SGE20240129044344-715,0ASQ5NBWB00116W,0ASQ5NBWB00116W,0ASQ5NBWB00116W,1.0,1.542311191558838,1.8261323928833009
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-SAP_20240129110013_bfb3c7f48cbe48418c3959744a733d74,SGG20240129040243-626,0Q8Q3NJWB00145M,0Q8Q3NJWB00145M,0Q8Q3NJWB00145M,1.0,0.9710426330566406,1.104701852798462
-SAP_20240129104740_ed9d58b8d971423794b07de83b8e2ed7,AUG20240129035630-152,352247500075362,352247500075362,352247500075362,1.0,0.7861757278442383,0.9228640556335448
-SAP_20240129143158_27d8a30163d54973b4feb9414eb320d4,AUG20240129073601-305,351600130184544,350417142469263,350417142469263,1.0,1.1866412162780762,1.3264432907104493
-SAP_20240129161953_1b8efcc7c802467b8b478726dafd5512,AUG20240129092617-505,353980453008530,350417142347469,350417142347469,1.0,1.749636173248291,1.883936023712158
-SAP_20240129144843_2811909aff1141459876706f13feb766,SGE20240129075641-217,Courts (TV/AV),,Courts,0.0,1.5,2.2484453678131104
-SAP_20240129144843_2811909aff1141459876706f13feb766,SGE20240129075641-217,21/01/2024,[],2024-01-21,0.0,1.5,2.2484453678131104
-SAP_20240129144843_2811909aff1141459876706f13feb766,SGE20240129075641-217,5BB614AWB00155F,,,1.0,1.5,2.2484453678131104
-SAP_20240129183812_68233830a6ff48178a6e40aca6f0099c,AUG20240129114303-631,350256190103501,350256190103501,350256190103501,1.0,0.9436249732971193,1.0807589054107667
-SAP_20240129073351_4afceafd38e14272adb4ab58eb318e2f,SGG20240129003956-252,0KPY3NQWC00001L,,0KPY3NQWC00001L,0.0,0.897418737411499,1.029400682449341
-SAP_20240129172224_5af049b7d2b748a78fc2d9b0ffcbe718,SGG20240129102316-624,R52X1034WAA,R52X1034WAA,R52X1034WAA,1.0,1.1007740497589111,1.2341335773468018
-SAP_20240129123116_41f52afaa32f49c28044840d61e83305,SGG20240129053306-234,0Q893NJWA00113L,0Q893NJWA00113L,0Q893NJWA00113L,1.0,1.1492547988891602,1.2811890602111815
-SAP_20240129175220_7fc88a9955524e2691818e72ff21379b,AUG20240129110302-718,352247500034179,352247500034179,352247500034179,1.0,1.0654714107513428,1.2007878780364991
-SAP_20240129201340_2dd44c869ec0409d8d1f9d93f82cb918,AUG20240129132145-667,350256190133375,350256190133375,350256190133375,1.0,1.1691246032714844,1.302854633331299
-SAP_20240129150724_356ced8f244841469effa2f867c84292,AUG20240129081932-142,352247500024113,350417142375999,350417142375999,1.0,1.4821035861968994,1.6263516902923585
-SAP_20240129203133_862fdb481c8049c381b3abe79f01c1fd,SGE20240129133456-288,5T8J14BW300038R,,,1.0,1.5,3.019435739517212
-SAP_20240129203133_862fdb481c8049c381b3abe79f01c1fd,SGE20240129133456-288,Parisilk (TV/AV),Parisilk,Parisilk,1.0,1.5,3.019435739517212
-SAP_20240129203133_862fdb481c8049c381b3abe79f01c1fd,SGE20240129133456-288,20/01/2024,[],,1.0,1.5,3.019435739517212
-SAP_20240129173923_7809ec94fa014fd88406f954a5b85c65,AUG20240129104318-282,352247500018289,350417142268806,350417142268806,1.0,2.157625436782837,2.728006935119629
-SAP_20240129173923_7809ec94fa014fd88406f954a5b85c65,AUG20240129104318-282,,350417142268806,350417142268806,1.0,2.128767490386963,2.728006935119629
-SAP_20240129133754_82aeb3bae1ac4e6389ec50060b569551,AUG20240129064124-218,355403290177812,355403290177812,355403290177812,1.0,0.9437928199768066,1.0767119884490968
-SAP_20240129131023_398315fde3c54d8f9d670ba61091c99b,SGG20240129061146-585,0EBL3CAT800040V,0EBL3CAT800040V,0EBL3CAT800040V,1.0,1.0232536792755127,1.1552604198455814
-SAP_20240129181113_1e6748f6e794440c92a82078ddfcf0d0,SGG20240129111508-196,0PBJ3NNW300064A,0PBJ3NNW300064,0PBJ3NNW300064,1.0,0.8467295169830322,0.985855197906494
-SAP_20240129121152_0a332b55421e414291fddfb5d3838bae,SGG20240129051441-043,0Q8Q3NJW900044J,0Q8Q3NJW900044J,0Q8Q3NJW900044J,1.0,1.0259160995483398,1.1576810836791993
-SAP_20240129175132_dbf8ef86b41f45688dc89eecae7398e0,SGG20240129105332-829,0Q8Q3NJWA00013K,0Q8Q3NJWA00013K,0Q8Q3NJWA00013K,1.0,1.1024894714355469,1.2354165077209474
-SAP_20240129121143_f59aa630d7c24b4897364f6646fc38eb,AUG20240129051634-335,352247503068026,352247503068026,352247503068026,1.0,1.017850399017334,1.1534327030181886
-SAP_20240129140310_8d4dd7583b3746019ca4d83fd641fbae,AUG20240129071211-977,352247500031704,352247500031704,352247500031704,1.0,0.915381908416748,1.0502854347229005
-SAP_20240129150617_0121f23957a748de90ed9c404d8de03e,AUG20240129081025-093,350256190161871,350256190161871,350256190161871,1.0,1.080568552017212,1.2142156124114991
-SAP_20240129173520_5389f82d03734be6b85ef14ff3a21380,SGG20240129103701-479,0Q893NJW700088Z,0Q893NJW700088Z,0Q893NJW700088Z,1.0,1.0638375282287598,1.1989859104156495
-SAP_20240129180339_88113dc211ef4781ac433f2a7c79b063,AUG20240129111811-460,350256190196257,350256190196257,350256190196257,1.0,0.8812956809997559,1.0156579971313475
-SAP_20240129115030_7d9738df70f4450e86d326e4a3b3ac42,SGG20240129045610-843,StarHub Shop,Starhub Shop,Starhub Shop,1.0,1.5,1.931505060195923
-SAP_20240129115030_7d9738df70f4450e86d326e4a3b3ac42,SGG20240129045610-843,29/01/2024,['2024-01-29'],2024-01-29,1.0,1.5,1.931505060195923
-SAP_20240129115030_7d9738df70f4450e86d326e4a3b3ac42,SGG20240129045610-843,352838655927603,352838655927603,352838655927603,1.0,1.5,1.931505060195923
-SAP_20240129220145_0dbd996ac2d6483f9c888bc65543466b,SGG20240129150554-924,350290892712889,350290892712889,350290892712889,1.0,0.9060103893280028,1.0403786659240724
-SAP_20240129171727_4b6dcac991554620b8838eb19202db6a,AUG20240129103552-051,352247500076923,350417142273285,350417142273285,1.0,1.3478550910949707,1.481328582763672
-SAP_20240129190218_ec9775de90fc4ed8bf0de1c0cfcfb80b,AUG20240129120520-178,353980453006237,353980453006237,353980453006237,1.0,0.8619585037231445,0.9939478397369385
-SAP_20240129151343_e6eea6b8d8fc4689bec9bfe23d02eb41,SGE20240129081542-220,0KQ8GDAW300032T,0KQ8GDAW300032T,0KQ8GDAW300032T,1.0,1.0437779426574707,1.3470891475677491
-SAP_20240129151343_e6eea6b8d8fc4689bec9bfe23d02eb41,SGE20240129081542-220,0ASC5NAW900017K,1H3648MW800137L,1H3648MW800137L,1.0,1.2103006839752195,1.3470891475677491
-SAP_20240129155653_5d6121570e134ab6bc72dfbd344d623c,AUG20240129090440-675,353980453003242,353980453003242,353980453003242,1.0,0.9940519332885742,1.1334017276763917
-SAP_20240129183019_8bfe1c895d31487d83933f486519d9a5,SGG20240129113346-598,0L1F3NJT600006D,123900088901059,0L1F3NJT600006D,0.1333,1.093539476394653,1.22690806388855
-SAP_20240129134312_e96e5bf23dcf461784ba8232a7cb5e63,AUG20240129064802-018,352247500036562,352247500036562,352247500036562,1.0,1.065567970275879,1.1978214740753177
-SAP_20240129085253_2595a9f75f0146f1816390978376bd8a,SGG20240129015725-071,0Q893NJWA00112D,20230514135605,1HNB1AKD0A,0.1429,1.104684591293335,1.237470483779907
-SAP_20240129102325_df56272b86bd4f62b75616f5c3377cd3,AUG20240129032832-255,351600130178272,350417142468509,350417142466509,0.9333,1.0617690086364746,1.1949945449829102
-SAP_20240129180533_62982b76751d4743bdee10b4050ae90b,SGG20240129110852-134,0Q8Q3NJWA00048M,0Q8Q3NJWA00048M,0Q8Q3NJWA00048M,1.0,1.2632358074188232,1.399802303314209
-Total requests:,482,,,,,,
-Total images:,544,,,,,,
-No. bad quality images:,27,,,,,,
-No. valid images:,517,,,,,,
-No. per of bad quality images:,4.963235294117647,,,,,,
-Average accuracy:,99.80562862669248,,,,,,
-Average imei processing time:,1.1056476368682797,,,,,,
-Average invoice processing time:,1.5,,,,,,

cope2n-api/SBT_detail_report_20240130.csv

@@ -1,103 +0,0 @@
-requestId,redemptionNumber,userSubmitResults,OCRResults,revisedResults_by_SDSRV,accuracy,processingTime,processingTime (by request)
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-SAP_20240130053344_5230c2dee18a4917a96e4796c9336ef9,AUG20240129223742-068,352247503076771,352247503076771,352247503076771,1.0,0.8959510326385498,1.028027629852295
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-SAP_20240130042651_a199e2327cde415397693df47feea712,AUG20240129212934-626,351600130017348,,,1.0,0.2854843139648437,0.6982511043548583
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-SAP_20240130062810_6a3c7f6cc32248c7874e4e5cb14cfc7d,AUG20240129233322-623,350256190112643,350256190112643,350256190112643,1.0,1.1046717166900637,1.2455056667327882
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-SAP_20240130065056_5b47202ad83f43b6a43c6120ee1e1b9f,AUG20240129235537-011,353980450037219,353980450037219,353980450037219,1.0,1.156663417816162,1.2908695697784425
-SAP_20240130014639_b7764934b07b423791472178152dffb3,AUG20240129185223-159,352247500032264,352247500032264,352247500032264,1.0,1.050938606262207,1.1873548984527589
-SAP_20240130051153_604d23c8b9f145ad9d0612be3597fbf0,AUG20240129221541-406,350256190059224,350256190059224,350256190059224,1.0,1.056361436843872,1.1889050960540772
-SAP_20240130041023_f24dc80ebb2b417eaa4d2a26a7be85f3,AUG20240129211359-560,350256190071617,350417142314725,350417142314725,1.0,1.2298219203948977,1.3695133686065677
-SAP_20240130062253_7f48292d27dd45f2974f785c028b1f97,AUG20240129233447-841,350256190136766,350256190136766,350256190136766,1.0,1.0677263736724854,1.200337982177735
-SAP_20240130025922_00b62bc5482e455b9bd314ff311d1e79,AUG20240129201403-172,355403290149019,355403290149019,355403290149019,1.0,1.0451135635375977,1.1785737037658692
-SAP_20240130052728_22827353d2e94ffdb2015312101de22c,AUG20240129224032-002,352247500019352,352247500019352,352247500019352,1.0,0.7935261726379395,0.9272655010223388
-SAP_20240130061842_40fc368167de43faa2460b111bb5c695,AUG20240129232415-182,352247503064256,352247503064256,352247503064256,1.0,1.517108917236328,1.6564918518066407
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-SAP_20240130055801_7841158c1efc4f7a838f5ec345c14a02,AUG20240129230706-385,353980453003069,353980453003069,353980453003069,1.0,1.0495586395263672,1.1900769233703614
-SAP_20240130032029_e4e4bf7fbd5148efa5529fde8603666a,AUG20240129202443-702,352017760020410,352017760020410,352017760020410,1.0,1.0109121799468994,1.1461616516113282
-SAP_20240130055905_7e58570692254490ab71e05e74a2dbed,AUG20240129230708-257,352247500046249,350417142473588,350417142473588,1.0,1.3004543781280518,1.4328647613525392
-SAP_20240130065501_a7793b686968431392a680496cb0a0b2,SGG20240129235652-990,0Q8Q3NJWA00007Z,0Q8Q3NJWA00007Z,0Q8Q3NJWA00007Z,1.0,1.3516530990600586,1.5191884994506837
-SAP_20240130034506_5e93db9684bb4b159e985d0948d47605,AUG20240129204708-222,352247500026993,352247500026993,352247500026993,1.0,0.9186205863952636,1.0534771442413329
-SAP_20240130064923_2d1fb78ff39e4d22b868efe732cabe1b,AUG20240129235400-350,352247503140056,,352247503140056,0.0,1.0317893028259275,1.165062999725342
-SAP_20240130044714_40d3830c9258410b8debfaf438535140,AUG20240129215405-409,352247503115314,3522475,352247503115314,0.4667,1.487070083618164,1.620457983016968
-SAP_20240130054233_0d8f57efeae14e55ae46ba6b72670c87,AUG20240129224614-437,352247503005622,350417142470691,350417142470691,1.0,1.2373778820037842,2.549012279510498
-SAP_20240130053835_c24e0e6559cc4b4c8c2f0fa10b4ae8f0,AUG20240129224252-968,351600130116801,,3516001300116801,0.0,0.9934358596801758,1.1310165882110597
-SAP_20240130054419_5bed6b6408e24caebc56f3ca063f5bc7,AUG20240129224823-060,352247503119688,352247503119688,352247503119688,1.0,1.4056856632232666,1.5442522525787357
-SAP_20240130062216_107ffb18cdb645cba14f2d43811ff94d,AUG20240129232809-132,352247503102940,352247503102940,352247503102940,1.0,1.066701889038086,1.208858108520508
-SAP_20240130054119_3522d1d3264844d8b1270280a8aa8540,AUG20240129224904-180,353980453003747,353980453003747,353980453003747,1.0,1.0827109813690186,1.2186461448669434
-SAP_20240130054432_4e10f65d4c5346399e0a26fff5cb2761,AUG20240129225122-532,350256193181538,350417142513367,350417142513367,1.0,1.340752124786377,1.905980443954468
-SAP_20240130065359_a25ac2da87244ed595909a26d48cc337,AUG20240129235820-232,350256190051825,350417142311531,350417142311531,1.0,1.2470340728759766,1.3792785167694093
-SAP_20240130060757_457782bbb0f04677b80d73a391172770,AUG20240129231157-342,350256190012272,350417142509472,350417142509472,1.0,1.093327283859253,1.2280791759490968
-SAP_20240130045508_13f6a20100ea4197ac33fadd4f1f0e5b,AUG20240129220141-109,352247503001670,352247503001670,352247503001670,1.0,0.8992578983306885,1.0367003440856932
-SAP_20240130053818_9324d1957aae4f6c8cc9d42bdb2de43c,SGG20240129224216-308,358615314040091,358615314040091,358615314040091,1.0,1.0366933345794678,1.1700840950012208
-SAP_20240130065544_daea7d49b3f14d4db2c03c7062bd6971,AUG20240129235850-201,355403290084786,355403290084786,355403290084786,1.0,2.0023672580718994,2.444377040863037
-SAP_20240130002456_1762e76b623546da9a40b36c48484744,AUG20240129173346-869,350256190042022,350256190042022,350256190042022,1.0,0.9346821308135986,1.082419490814209
-SAP_20240130065116_e9846ef086e94df7a28dbebcdd61b111,AUG20240129235629-024,352247503105539,352247503105539,352247503105539,1.0,1.139347791671753,1.2719698905944825
-SAP_20240130063853_aa3e54ddb80f497e8972d984d7fb07f1,AUG20240129234304-044,352247500075669,352247500075669,352247500075669,1.0,0.886176347732544,1.0213776588439942
-SAP_20240130060817_6b4680ac81fe46468bb08b45e11c749d,AUG20240129231507-118,355403290019923,355403290019923,355403290019923,1.0,1.0514914989471436,1.1889089107513429
-SAP_20240130035243_398bbb7ec0f34ee99aefd3fe70cba465,AUG20240129205712-367,352247500070470,350417142257163,350417142257163,1.0,1.2590515613555908,1.8043600082397464
-SAP_20240130044431_ab090fe84595482cb905b7e812037191,AUG20240129215412-804,350256193178732,350417142447731,350417142447731,1.0,1.2490222454071045,1.3839596271514891
-SAP_20240130032021_ff191f61178c4fb28f91284951a6378c,AUG20240129203030-940,352247500013611,350417142262965,350417142262965,1.0,1.1432175636291504,1.277395582199097
-SAP_20240130041417_32f8cd8e0a25411f9b1bf998842413a2,AUG20240129212544-638,351600130133459,350417142401480,350417142401480,1.0,1.198174238204956,1.3311623096466063
-SAP_20240130035232_c002aa3de3c844f1b12be0e36b9dc33d,AUG20240129210609-533,350256190178404,352247500026993,352247500026993,1.0,0.9307873249053956,1.0639239311218265
-SAP_20240130035756_edc72b60242840889691abfc4fc2b295,AUG20240129210217-871,352247503056690,350417142509779,350417142509779,1.0,1.2746434211730957,1.4084461688995362
-SAP_20240130062516_7173cebca5e24c189c9856c0e41e19bf,AUG20240129232945-426,352247503096704,352247503096704,352247503096704,1.0,0.9870729446411132,1.11882004737854
-SAP_20240130060041_6d958fcbc0b2487f8cbcfa8145c46633,AUG20240129231126-090,352247503063274,352247503063274,352247503063274,1.0,1.13401198387146,1.2732690334320067
-SAP_20240130064521_fb757efa6f604e1bbae62c08afa12cfa,AUG20240129234731-056,352247503114911,352247503114911,352247503114911,1.0,0.9022812843322754,1.0353604316711424
-SAP_20240130052244_7eedff6e515142e48116cf6f3db942a3,AUG20240129222511-174,353980450042854,353980450042854,353980450042854,1.0,1.149731159210205,1.2816956996917723
-SAP_20240130001342_01cedf85671f4a6a8cc8aa1848d95c77,SGG20240129171606-422,0JYH3NIWC00004B,0JYH3NIWC00004B,0JYH3NIWC00004B,1.0,1.0120224952697754,1.1475981235504151
-SAP_20240130042350_5b05c6e46b5f493c9ea71723bc40de06,AUG20240129212605-464,352247500006581,350417142464389,350417142464389,1.0,1.0608901977539062,1.6518488883972169
-SAP_20240130043234_a24629d8001a4ad6a7434065732a214b,AUG20240129213742-462,353980450023359,353980450023359,353980450023359,1.0,0.985375165939331,1.1214114189147948
-SAP_20240130063949_886581e6ee0540e69f9b874415956867,AUG20240129234355-036,355403290024410,,355403290024410,0.0,1.0012421607971191,1.4393218517303468
-SAP_20240130051057_408b9435f8844120a5fad4b378d71e94,SGG20240129221325-804,0U0T4ADWB00052T,0U0T4ADWB00052T,0U0T4ADWB00052T,1.0,1.0783283710479736,1.2115040779113768
-SAP_20240130061740_2bd6d4ae201c46fcad3bfe0dde7d3571,SGG20240129232039-415,357822617685280,357822617685280,357822617685280,1.0,1.0787699222564695,1.210949993133545
-SAP_20240130062319_d2ae8de2c311442da35d33ae01a059d7,AUG20240129232612-984,355403290021549,355403290021549,355403290021549,1.0,0.8814997673034668,1.0180788993835448
-SAP_20240130041132_efa46fcb9e5247dd9459eb48863e1fe1,AUG20240129211312-511,350256190099642,350256190099642,350256190099642,1.0,0.9686214923858644,1.236615991592407
-SAP_20240130053727_7f4c7f5095dd4960b60a4cc8f91f3f0b,AUG20240129224210-173,353980450033259,353980450033259,353980450033259,1.0,1.0470678806304932,1.179162120819092
-SAP_20240130063551_220bdb8acc6849158412b0b72dc333df,AUG20240129233905-138,357760270061789,357760270061789,357760270061789,1.0,0.9869754314422609,1.1199642181396483
-SAP_20240130061558_38a12d8ced7e4c6089379f22f6166d2d,AUG20240129232515-589,352247500074316,352247500074316,352247500074316,1.0,0.9340536594390868,1.0675984382629395
-SAP_20240130064604_92902c778cf54d38944be8d5fdbdd001,AUG20240129234931-904,357760270031725,357760270031725,357760270031725,1.0,1.0423314571380615,1.1754334926605223
-SAP_20240130064409_e23bc9582cf041e4b4aba7d7500aa4c4,SGG20240129234540-788,0Q8Q3NJW900067N,0Q8Q3NJW900067N,0Q8Q3NJW900067N,1.0,1.1131656169891355,1.2461150646209718
-SAP_20240130063555_6c342b700fd947e2bdacd4deb4b874f6,AUG20240129234743-232,352247503009939,352247503009939,352247503009939,1.0,0.9033339023590088,1.0362928867340089
-Total requests:,90,,,,,,
-Total images:,91,,,,,,
-No. imei images:,91,,,,,,
-No. invoice images:,0,,,,,,
-No. bad quality images:,5,,,,,,
-No. valid images:,86,,,,,,
-No. per of bad quality images:,5.4945054945054945,,,,,,
-Average accuracy:,100.0,,,,,,
-Average imei processing time:,1.151084775148436,,,,,,
-Average invoice processing time:,0,,,,,,
-Average processing time (by request):,1.3311034847708292,,,,,,

cope2n-api/fwd/settings.py

@@ -209,7 +209,8 @@ CORS_ORIGIN_ALLOW_ALL = True
 MEDIA_ROOT = env.str("MEDIA_ROOT", default=r"/var/www/example.com/media/")
 BROKER_URL = env.str("BROKER_URL", default="amqp://test:test@107.120.70.226:5672//")
 CELERY_TASK_TRACK_STARTED = True
-CELERY_TASK_TIME_LIMIT = 30 * 60
+# CELERY_TASK_TIME_LIMIT = 30 * 60
+CELERY_TASK_TIME_LIMIT = None
 
 MAX_UPLOAD_SIZE_OF_A_FILE = 5 * 1024 * 1024  # 5 MB
 MAX_UPLOAD_FILE_SIZE_OF_A_REQUEST = 100 * 1024 * 1024  # 100 MB

cope2n-api/fwd_api/management/commands/migrate-csv.py

@@ -32,10 +32,10 @@ class Command(BaseCommand):
             request_review = {
                 "request_id": request.request_id,
                 "imei_number": [],
-                "retailername": "",
-                "purchase_date": "",
-                "sold_to_party": "",
-                "invoice_no": ""
+                "retailername": None,
+                "purchase_date": None,
+                "sold_to_party": None,
+                "invoice_no": None
             }
 
         images = SubscriptionRequestFile.objects.filter(request=request, file_category=FileCategory.Origin.value)
@@ -64,10 +64,10 @@ class Command(BaseCommand):
                             _reviewed_result = {
                                 "request_id": image.request_id,
                                 "imei_number": [],
-                                "retailername": "",
-                                "purchase_date": "",
-                                "sold_to_party": "",
-                                "invoice_no": ""
+                                "retailername": None,
+                                "purchase_date": None,
+                                "sold_to_party": None,
+                                "invoice_no": None
                             }
 
                         if image.doc_type == "invoice" and field in ['retailername', 'purchase_date', 'invoice_no']:

cope2n-api/fwd_api/management/commands/migrate-datebase-edit-None-invoice-no.py

@@ -0,0 +1,81 @@
+from django.core.management.base import BaseCommand
+from tqdm import tqdm
+from fwd_api.models import SubscriptionRequestFile, SubscriptionRequest
+from fwd_api.exception.exceptions import InvalidException
+from fwd_api.utils.accuracy import predict_result_to_ready
+import traceback
+import copy
+from django.utils import timezone
+
+KEY = "invoice_no"
+
+class Command(BaseCommand):
+    help = 'Refactor database for image level'
+
+    def add_arguments(self, parser):
+        # Add your command-line arguments here
+        parser.add_argument('start', type=str, help='start date, sample: 2023-01-02T00:00:00+0700')
+        parser.add_argument('end', type=str, help='end date, sample: 2023-01-03T00:00:00+0700')
+
+    def process_request(self, request):
+        if len(request.request_id.split(".")[0].split("_")) < 2:
+            return
+        images = SubscriptionRequestFile.objects.filter(request=request)
+        
+        if not request.predict_result:
+            self.stdout.write(self.style.WARNING(f"Key predict_result not found in {request.request_id}"))
+            return
+        if request.predict_result.get("status", 200) != 200:
+            self.stdout.write(self.style.WARNING(f"Key predict_result not found in {request.request_id}"))
+            return
+        
+        if isinstance(request.predict_result, dict):
+            invoice_no_exited = False
+            for value in request.predict_result["content"]["document"][0]["content"]:
+                if value["label"] == KEY or value["value"] == "":
+                    value["value"] = None
+                    invoice_no_exited = True
+            if not invoice_no_exited:
+                request.predict_result["content"]["document"][0]["content"].insert(4, {"label": "invoice_no","value": None})
+        if isinstance(request.feedback_result, dict):
+            request.feedback_result[KEY] = None
+        if isinstance(request.reviewed_result, dict):
+            _reviewed_result = copy.deepcopy(request.reviewed_result)
+            _reviewed_result[KEY] = None
+            request.reviewed_result = _reviewed_result
+        request.save()
+        
+        for i, image in enumerate(images):
+            try:
+                if isinstance(image.predict_result, dict):
+                    # print(f"[INFO]: dict ... {request.predict_result}")
+                    image.predict_result[KEY] = None
+                if isinstance(image.feedback_result, dict):
+                    image.feedback_result[KEY] = None
+                if isinstance(image.reviewed_result, dict):
+                    image.reviewed_result[KEY] = None
+                image.save()
+            except Exception as e:
+                self.stdout.write(self.style.ERROR(f"Request: {request.request_id} failed with {e}"))
+                print(traceback.format_exc())
+                continue
+
+    def handle(self, *args, **options):
+        start = options['start']
+        end = options['end']
+
+        if start or end:
+            try:
+                start_date = timezone.datetime.strptime(start, '%Y-%m-%dT%H:%M:%S%z') # We care only about day precision only
+                end_date = timezone.datetime.strptime(end, '%Y-%m-%dT%H:%M:%S%z')
+            except Exception as e:
+                print(f"[INFO]: start: {start}")
+                print(f"[INFO]: end: {end}")
+                raise InvalidException(excArgs="Date format")
+            subcription_iter = SubscriptionRequest.objects.filter(created_at__range=(start_date, end_date))
+        else:
+            subcription_iter = SubscriptionRequest.objects.all()
+
+        for request in tqdm(subcription_iter.iterator()):
+            self.process_request(request)
+        self.stdout.write(self.style.SUCCESS('Sample Django management command executed successfully!'))

cope2n-api/fwd_api/management/commands/migrate-datebase-fill-invoice-no.py

@@ -0,0 +1,80 @@
+from django.core.management.base import BaseCommand
+from tqdm import tqdm
+from fwd_api.models import SubscriptionRequestFile, SubscriptionRequest
+from fwd_api.exception.exceptions import InvalidException
+from fwd_api.utils.accuracy import predict_result_to_ready
+import traceback
+import copy
+from django.utils import timezone
+
+KEY = "invoice_no"
+
+class Command(BaseCommand):
+    help = 'Refactor database for image level'
+
+    def add_arguments(self, parser):
+        # Add your command-line arguments here
+        parser.add_argument('start', type=str, help='start date, sample: 2023-01-02T00:00:00+0700')
+        parser.add_argument('end', type=str, help='end date, sample: 2023-01-03T00:00:00+0700')
+
+    def process_request(self, request):
+        if len(request.request_id.split(".")[0].split("_")) < 2:
+            return
+        images = SubscriptionRequestFile.objects.filter(request=request)
+        
+        if not request.predict_result:
+            self.stdout.write(self.style.WARNING(f"Key predict_result not found in {request.request_id}"))
+            return
+        if request.predict_result.get("status", 200) != 200:
+            self.stdout.write(self.style.WARNING(f"Key predict_result not found in {request.request_id}"))
+            return
+        
+        if isinstance(request.predict_result, dict):
+            invoice_no_exited = False
+            for value in request.predict_result["content"]["document"][0]["content"]:
+                if value["label"] == "invoice_no":
+                    invoice_no_exited = True
+            if not invoice_no_exited:
+                request.predict_result["content"]["document"][0]["content"].insert(4, {"label": "invoice_no","value": None})
+        if isinstance(request.feedback_result, dict):
+            request.feedback_result[KEY] = None
+        if isinstance(request.reviewed_result, dict):
+            _reviewed_result = copy.deepcopy(request.reviewed_result)
+            _reviewed_result[KEY] = None
+            request.reviewed_result = _reviewed_result
+        request.save()
+        
+        for i, image in enumerate(images):
+            try:
+                if isinstance(image.predict_result, dict):
+                    # print(f"[INFO]: dict ... {request.predict_result}")
+                    image.predict_result[KEY] = None
+                if isinstance(image.feedback_result, dict):
+                    image.feedback_result[KEY] = None
+                if isinstance(image.reviewed_result, dict):
+                    image.reviewed_result[KEY] = None
+                image.save()
+            except Exception as e:
+                self.stdout.write(self.style.ERROR(f"Request: {request.request_id} failed with {e}"))
+                print(traceback.format_exc())
+                continue
+
+    def handle(self, *args, **options):
+        start = options['start']
+        end = options['end']
+
+        if start or end:
+            try:
+                start_date = timezone.datetime.strptime(start, '%Y-%m-%dT%H:%M:%S%z') # We care only about day precision only
+                end_date = timezone.datetime.strptime(end, '%Y-%m-%dT%H:%M:%S%z')
+            except Exception as e:
+                print(f"[INFO]: start: {start}")
+                print(f"[INFO]: end: {end}")
+                raise InvalidException(excArgs="Date format")
+            subcription_iter = SubscriptionRequest.objects.filter(created_at__range=(start_date, end_date))
+        else:
+            subcription_iter = SubscriptionRequest.objects.all()
+
+        for request in tqdm(subcription_iter.iterator()):
+            self.process_request(request)
+        self.stdout.write(self.style.SUCCESS('Sample Django management command executed successfully!'))

cope2n-api/fwd_api/management/commands/migrate-datebase-remove-empty-string.py

@@ -0,0 +1,77 @@
+from django.core.management.base import BaseCommand
+from tqdm import tqdm
+from fwd_api.models import SubscriptionRequestFile, SubscriptionRequest
+from fwd_api.exception.exceptions import InvalidException
+from fwd_api.utils.accuracy import predict_result_to_ready
+import traceback
+import copy
+from django.utils import timezone
+
+KEY = "sold_to_party"
+
+class Command(BaseCommand):
+    help = 'Refactor database for image level'
+
+    def add_arguments(self, parser):
+        # Add your command-line arguments here
+        parser.add_argument('start', type=str, help='start date, sample: 2023-01-02T00:00:00+0700')
+        parser.add_argument('end', type=str, help='end date, sample: 2023-01-03T00:00:00+0700')
+
+    def process_request(self, request):
+        if len(request.request_id.split(".")[0].split("_")) < 2:
+            return
+        images = SubscriptionRequestFile.objects.filter(request=request)
+        
+        if not request.predict_result:
+            self.stdout.write(self.style.WARNING(f"Key predict_result not found in {request.request_id}"))
+            return
+        if request.predict_result.get("status", 200) != 200:
+            self.stdout.write(self.style.WARNING(f"Key predict_result not found in {request.request_id}"))
+            return
+        
+        if isinstance(request.predict_result, dict):
+            for value in request.predict_result["content"]["document"][0]["content"]:
+                if value["value"] == "":
+                    value["value"] = None
+                    invoice_no_exited = True
+        if isinstance(request.feedback_result, dict) and request.feedback_result[KEY] == "":
+            request.feedback_result[KEY] = None
+        if isinstance(request.reviewed_result, dict) and request.reviewed_result[KEY] == "":
+            _reviewed_result = copy.deepcopy(request.reviewed_result)
+            _reviewed_result[KEY] = None
+            request.reviewed_result = _reviewed_result
+        request.save()
+        
+        for i, image in enumerate(images):
+            try:
+                if isinstance(image.predict_result, dict) and image.predict_result[KEY] == "":
+                    image.predict_result[KEY] = None
+                if isinstance(image.feedback_result, dict) and image.feedback_result[KEY] == "":
+                    image.feedback_result[KEY] = None
+                if isinstance(image.reviewed_result, dict) and image.reviewed_result[KEY] == "":
+                    image.reviewed_result[KEY] = None
+                image.save()
+            except Exception as e:
+                self.stdout.write(self.style.ERROR(f"Request: {request.request_id} failed with {e}"))
+                print(traceback.format_exc())
+                continue
+
+    def handle(self, *args, **options):
+        start = options['start']
+        end = options['end']
+
+        if start or end:
+            try:
+                start_date = timezone.datetime.strptime(start, '%Y-%m-%dT%H:%M:%S%z') # We care only about day precision only
+                end_date = timezone.datetime.strptime(end, '%Y-%m-%dT%H:%M:%S%z')
+            except Exception as e:
+                print(f"[INFO]: start: {start}")
+                print(f"[INFO]: end: {end}")
+                raise InvalidException(excArgs="Date format")
+            subcription_iter = SubscriptionRequest.objects.filter(created_at__range=(start_date, end_date))
+        else:
+            subcription_iter = SubscriptionRequest.objects.all()
+
+        for request in tqdm(subcription_iter.iterator()):
+            self.process_request(request)
+        self.stdout.write(self.style.SUCCESS('Sample Django management command executed successfully!'))

cope2n-api/fwd_api/utils/accuracy.py

@@ -191,13 +191,14 @@ class ReportAccumulateByRequest:
             day_data["review_progress"].append(report_file.review_status)
         return day_data
     
-    def add(self, request, report_files):
+    def add(self, request, report_files, report):
         this_month = timezone.localtime(request.created_at).strftime("%Y%m")
         this_day = timezone.localtime(request.created_at).strftime("%Y%m%d")
         if not self.data.get(this_month, None):
             self.data[this_month] = [copy.deepcopy(self.total_format), {}]
             self.data[this_month][0]["extraction_date"] = "Subtotal (" + timezone.localtime(request.created_at).strftime("%Y-%m") + ")"
         if not self.data[this_month][1].get(this_day, None):
+            print(f"[INFO] Adding a new day: {this_day} for report: {report.id} ...")
             self.data[this_month][1][this_day] = copy.deepcopy(self.day_format)[0]
             self.data[this_month][1][this_day]['extraction_date'] = timezone.localtime(request.created_at).strftime("%Y-%m-%d")
             usage = self.count_transactions_within_day(this_day)
@@ -598,7 +599,6 @@ def count_transactions(start_date, end_date, subsidiary="all"):
         base_query &= Q(redemption_id__startswith=subsidiary)
     transaction_att = {}
 
-    print(f"[DEBUG]: atracting transactions attribute...")
     total_transaction_requests = SubscriptionRequest.objects.filter(base_query).order_by('created_at')
     for request in total_transaction_requests:
         if not request.doc_type:
@@ -947,12 +947,12 @@ def calculate_subcription_file(subcription_request_file):
             avg_acc = avg_feedback
             if avg_feedback < settings.NEED_REVIEW:
                 att["is_reviewed"] = 0
-        if avg_reviewed is not None:
+        if avg_reviewed is not None and att["is_reviewed"] != -1:
             avg_acc = avg_reviewed
             att["is_reviewed"] = 1
 
         # Little trick to overcome issue caused by misleading manually review process
-        if subcription_request_file.reason or subcription_request_file.counter_measures:
+        if (subcription_request_file.reason or subcription_request_file.counter_measures) and att["is_reviewed"] != -1:
             att["is_reviewed"] = 1
 
         att["avg_acc"] = avg_acc