python /home/admin/mtr/script_for_cron.py -j datou_current3 -m 20 -a ' -a 4302 -v ' -s datou_current_4302 -M 0 -S 0 -U 95,95,120 import MySQLdb succeeded Import error (python version) ['/Users/moilerat/Documents/Fotonower/install/caffe/distribute/python', '/home/admin/workarea/git/Velours/python/prod', '/home/admin/workarea/install/caffe_cuda8_python3/python', '/home/admin/workarea/install/darknet', '/home/admin/workarea/git/Velours/python', '/home/admin/workarea/install/caffe_frcnn_python3/py-faster-rcnn/caffe-fast-rcnn/python', '/home/admin/mtr/.credentials', '/home/admin/workarea/install/caffe/python', '/home/admin/workarea/install/caffe_frcnn/py-faster-rcnn/tools', '/home/admin/workarea/git/fotonowerpip', '/home/admin/workarea/install/segment-anything', '/home/admin/workarea/git/pyfvs', '/usr/lib/python38.zip', '/usr/lib/python3.8', '/usr/lib/python3.8/lib-dynload', '/home/admin/.local/lib/python3.8/site-packages', '/usr/local/lib/python3.8/dist-packages', '/usr/lib/python3/dist-packages'] Namespace(auto=False, cert_args='/home/fotonower/https/cert.pem', contextDataFile='', custom_size=0, database='', datou_id='4302', datou_id_excluded='', fifo=False, host='', is_cpu_mode=False, job='batch_current', json_args='', key_args='/home/fotonower/https/vision.fotonower.com.key', limit=1000, list_photo_ids='', local='', mtr_current_id=0, mtr_portfolio_ids='', nb_thread=1, no_current=False, offset=0, only_client=False, output_file='', password='', port=5100, rand=0, save=2, use_client=False, user_id=440, username='', verbose=True) process id : 3191538 load datou : 4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! Unexpected type seems boolean for variable list_input_json ERROR or WARNING : can't parse json string Expecting value: line 1 column 1 (char 0) Tried to parse : None was removed should we ? donnée sous forme de texte was removed should we ? (photo_id, hashtag_id, score_max) was removed should we ? id de la photo (peut être local ou global) was removed should we ? donnée sous forme de texte was removed should we ? donnée sous forme de texte was removed should we ? donnée sous forme de texte was removed should we ? None was removed should we ? donnée sous forme de nombre was removed should we ? (photo_id, hashtag_id, score_max) was removed should we ? (photo_id, hashtag_id, score_max) was removed should we ? (photo_id, hashtag_id, score_max) was removed should we ? (photo_id, hashtag_id, score_max) was removed should we ? (photo_id, hashtag_id, score_max) was removed should we ? donnée sous forme de texte was removed should we ? None was removed should we ? donnée sous forme de texte was removed should we ? [ptf_id0,ptf_id1...] was removed should we ? load thcls load pdts Running datou job : batch_current 4302 [] TODO datou_current to load to do maybe to take outside batchDatouExec SELECT * from MTRPhoto.mtr_datou_current where state = 0 AND mtr_portfolio_id is not NULL AND mtd_id = 4302 order by created_at desc LIMIT 1 UPDATE MTRPhoto.mtr_datou_current SET state=1, hostname='marlene' WHERE id in (4307383) updating current state to 1 UPDATE MTRPhoto.mtr_datou_current SET state=1, hostname='marlene' WHERE id in (4307383) SELECT count(*) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889878 AND hide_status = 0 list_input_json: [] Current got : datou_id : 4302, datou_cur_ids : ['4307383'] with mtr_portfolio_ids : ['29889878'] and first list_photo_ids : [] new path : /proc/3191538/ Name: python3 Umask: 0002 State: R (running) Tgid: 3191538 Ngid: 0 Pid: 3191538 PPid: 3191535 TracerPid: 0 Uid: 1006 1006 1006 1006 Gid: 1009 1009 1009 1009 FDSize: 64 Groups: 27 1009 1026 NStgid: 3191538 NSpid: 3191538 NSpgid: 3191223 NSsid: 3191223 VmPeak: 1113368 kB VmSize: 1113368 kB VmLck: 0 kB VmPin: 0 kB VmHWM: 105340 kB VmRSS: 105340 kB RssAnon: 66288 kB RssFile: 39052 kB RssShmem: 0 kB VmData: 872096 kB VmStk: 132 kB VmExe: 2644 kB VmLib: 130476 kB VmPTE: 584 kB VmSwap: 0 kB HugetlbPages: 0 kB CoreDumping: 0 THP_enabled: 1 Threads: 1 SigQ: 0/63019 SigPnd: 0000000000000000 ShdPnd: 0000000000000000 SigBlk: 0000000000000000 SigIgn: 0000000001001000 SigCgt: 0000000180000002 CapInh: 0000000000000000 CapPrm: 0000000000000000 CapEff: 0000000000000000 CapBnd: 000001ffffffffff CapAmb: 0000000000000000 NoNewPrivs: 0 Seccomp: 0 Seccomp_filters: 0 Speculation_Store_Bypass: thread vulnerable SpeculationIndirectBranch: conditional enabled Cpus_allowed: ffffffff,ffffffff,ffffffff,ffffffff Cpus_allowed_list: 0-127 Mems_allowed: 00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001 Mems_allowed_list: 0 voluntary_ctxt_switches: 43 nonvoluntary_ctxt_switches: 114 {'Name': 'python3', 'Umask': '0002', 'State': 'R (running)', 'Tgid': '3191538', 'Ngid': '0', 'Pid': '3191538', 'PPid': '3191535', 'TracerPid': '0', 'Uid': '1006,1006,1006,1006', 'Gid': '1009,1009,1009,1009', 'FDSize': '64', 'Groups': '27 1009 1026', 'NStgid': '3191538', 'NSpid': '3191538', 'NSpgid': '3191223', 'NSsid': '3191223', 'VmPeak': '1113368 kB', 'VmSize': '1113368 kB', 'VmLck': '0 kB', 'VmPin': '0 kB', 'VmHWM': '105340 kB', 'VmRSS': '105340 kB', 'RssAnon': '66288 kB', 'RssFile': '39052 kB', 'RssShmem': '0 kB', 'VmData': '872096 kB', 'VmStk': '132 kB', 'VmExe': '2644 kB', 'VmLib': '130476 kB', 'VmPTE': '584 kB', 'VmSwap': '0 kB', 'HugetlbPages': '0 kB', 'CoreDumping': '0', 'THP_enabled': '1', 'Threads': '1', 'SigQ': '0/63019', 'SigPnd': '0000000000000000', 'ShdPnd': '0000000000000000', 'SigBlk': '0000000000000000', 'SigIgn': '0000000001001000', 'SigCgt': '0000000180000002', 'CapInh': '0000000000000000', 'CapPrm': '0000000000000000', 'CapEff': '0000000000000000', 'CapBnd': '000001ffffffffff', 'CapAmb': '0000000000000000', 'NoNewPrivs': '0', 'Seccomp': '0', 'Seccomp_filters': '0', 'Speculation_Store_Bypass': 'thread vulnerable', 'SpeculationIndirectBranch': 'conditional enabled', 'Cpus_allowed': 'ffffffff,ffffffff,ffffffff,ffffffff', 'Cpus_allowed_list': '0-127', 'Mems_allowed': '00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000000,00000001', 'Mems_allowed_list': '0', 'voluntary_ctxt_switches': '43', 'nonvoluntary_ctxt_switches': '114'} ('datou_batch_current', '3191538', '1113368', '0', '1113368', '872096', '105340', b'', 'marlene', '4307383') insert ignore into MTRAdmin.mem_info (script_name, PID, VMpeak,VMswap,VMsize,VMdata,VMrss,GPU_ram, hostname, mtr_current_id) VALUES (%s,%s,%s,%s,%s,%s,%s,%s,%s,%s) Inside batchDatouExec : verbose : True ##### chargement datou SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify List Step Type Loaded in datou : ventilate_hashtags_in_portfolio, final, velours_tree, send_mail_cod, split_time_score over limit max, limiting to limit_max 200 list_input_json : [] ##### fin chargement datou ##### chargement data ##### Call load_data_input : nb_thread : 1 origin SELECT ph.photo_id, ph.url FROM MTRBack.photos_view ph WHERE ph.photo_id IN (SELECT mtr_photo_id from MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id in (29889878) and hide_status = 0 ) AND ph.photo_id not in (SELECT mtr_photo_id from MTRPhoto.mtr_datou_result_search where mtr_current_id in (4307383 ) ) ORDER BY ph.photo_id DESC LIMIT 0, 200 We have 1 , {} SELECT mtr_photo_id, mtr_portfolio_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id in (29889878) AND hide_status = 0 ORDER by mtr_photo_id desc LIMIT 0, 200 list_result: [{'photo_id': 1402152148, 'portfolio_id': 29889878}, {'photo_id': 1402152105, 'portfolio_id': 29889878}, {'photo_id': 1402152078, 'portfolio_id': 29889878}, {'photo_id': 1402152076, 'portfolio_id': 29889878}, {'photo_id': 1402152075, 'portfolio_id': 29889878}, {'photo_id': 1402152074, 'portfolio_id': 29889878}, {'photo_id': 1402152056, 'portfolio_id': 29889878}, {'photo_id': 1402152053, 'portfolio_id': 29889878}, {'photo_id': 1402152051, 'portfolio_id': 29889878}, {'photo_id': 1402152050, 'portfolio_id': 29889878}, {'photo_id': 1402152032, 'portfolio_id': 29889878}, {'photo_id': 1402151917, 'portfolio_id': 29889878}, {'photo_id': 1402151801, 'portfolio_id': 29889878}, {'photo_id': 1402151756, 'portfolio_id': 29889878}] map_portfolio_id_photo_id: {29889878: [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756]} ##### Call download_photos : nb_thread : 1 we have missing 0 photos in the step downloads : photo missing : [] try to delete the photos missing in DB ##### After download_photos ##### After load_data_input time to download the photos : 0.01764392852783203 #### fin chargement data Blocking on flush ? No conitnuing About to test input to load Calling datou_exec Inside datou_exec : verbose : True number of steps : 5 step1:ventilate_hashtags_in_portfolio Sat Jan 3 05:41:28 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29889878) Here we display some param of map_info ! map_filenames : {} map_photo_id_path_extension : {} map_subphoto_mainphoto : {} beginning of datou step ventilate_hashtags_in_portfolio : To implement ! To do loadFromThcl(), then load ParamDescType : thcl2725 get_desc_type_from_thcl : type of cat SELECT id, mtr_user_id, name, pb_hashtag_id, hashtag_id_list, button_legend_list, portfolio_id_lists, photo_hashtag_type, photo_desc_type, svm_limit, limit_tagging, is_public, live, created_at, updated_at, type_classification FROM MTRDatou.classification_theme WHERE `id` IN (2725) thcls : [{'id': 2725, 'mtr_user_id': 31, 'name': 'learn_qualipapia_rle_210302_2', 'pb_hashtag_id': 0, 'live': b'\x00', 'list_hashtags': 'Carton_brun,Carton_gris,Teint_Dans_La_Masse,autre_refus,cartonnette,environnement,kraft,metal,papier,plastique', 'svm_portfolios_learning': '3460440,3460441,3460446,3460434,3460439,3467416,3460442,3460443,3486028,3460445', 'photo_hashtag_type': 3410, 'photo_desc_type': 5186, 'type_classification': 'caffe', 'hashtag_id_list': '2107753024,2107753020,2107752385,2107752406,702398920,493012381,493202403,492628673,492668766,492725882'}] thcl {'id': 2725, 'mtr_user_id': 31, 'name': 'learn_qualipapia_rle_210302_2', 'pb_hashtag_id': 0, 'live': b'\x00', 'list_hashtags': 'Carton_brun,Carton_gris,Teint_Dans_La_Masse,autre_refus,cartonnette,environnement,kraft,metal,papier,plastique', 'svm_portfolios_learning': '3460440,3460441,3460446,3460434,3460439,3467416,3460442,3460443,3486028,3460445', 'photo_hashtag_type': 3410, 'photo_desc_type': 5186, 'type_classification': 'caffe', 'hashtag_id_list': '2107753024,2107753020,2107752385,2107752406,702398920,493012381,493202403,492628673,492668766,492725882'} Update svm_hashtag_type_desc : 5186 remove imagettes from duplicated photo Iterating over portfolio : 29889878 get user id for portfolio 29889878 get sub ptf for main ptf 29889878, type 3726 and hashtags ['Carton_gris', 'metal', 'environnement', 'Carton_brun', 'Teint_Dans_La_Masse', 'plastique', 'mal_croppe', 'kraft', 'flou', 'papier', 'cartonnette', 'autre_refus'] SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29889878 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('Carton_gris','metal','environnement','Carton_brun','Teint_Dans_La_Masse','plastique','mal_croppe','kraft','flou','papier','cartonnette','autre_refus')) AND mptpi.`min_score`=0.5 SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29889878 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('Carton_gris','metal','environnement','Carton_brun','Teint_Dans_La_Masse','plastique','mal_croppe','kraft','flou','papier','cartonnette','autre_refus')) AND mptpi.`min_score`=0.5 To do returned map {'mal_croppe': {'main_port_id': 29889878, 'sub_port_id': 29889898, 'hashtag': 'mal_croppe', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447875, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'metal': {'main_port_id': 29889878, 'sub_port_id': 29889899, 'hashtag': 'metal', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447876, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'autre_refus': {'main_port_id': 29889878, 'sub_port_id': 29889900, 'hashtag': 'autre_refus', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447877, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'flou': {'main_port_id': 29889878, 'sub_port_id': 29889901, 'hashtag': 'flou', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447878, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'Carton_gris': {'main_port_id': 29889878, 'sub_port_id': 29889902, 'hashtag': 'Carton_gris', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447879, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'papier': {'main_port_id': 29889878, 'sub_port_id': 29889903, 'hashtag': 'papier', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447880, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'Carton_brun': {'main_port_id': 29889878, 'sub_port_id': 29889904, 'hashtag': 'Carton_brun', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447881, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'environnement': {'main_port_id': 29889878, 'sub_port_id': 29889905, 'hashtag': 'environnement', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447882, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'cartonnette': {'main_port_id': 29889878, 'sub_port_id': 29889906, 'hashtag': 'cartonnette', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447883, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'kraft': {'main_port_id': 29889878, 'sub_port_id': 29889907, 'hashtag': 'kraft', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447884, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'Teint_Dans_La_Masse': {'main_port_id': 29889878, 'sub_port_id': 29889908, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447885, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}, 'plastique': {'main_port_id': 29889878, 'sub_port_id': 29889909, 'hashtag': 'plastique', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447886, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 57)}} insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889898 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='mal_croppe' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889898) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889899 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='metal' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889899) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889900 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='autre_refus' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889900) result : ((1402152126,), (1402152127,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889901 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='flou' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889901) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889902 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='Carton_gris' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889902) result : ((1402152128,),) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889903 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='papier' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889903) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889904 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='Carton_brun' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889904) result : ((1402152121,), (1402152122,), (1402152129,), (1402152130,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889905 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='environnement' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889905) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889906 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='cartonnette' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889906) result : ((1402152119,),) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889907 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='kraft' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889907) result : ((1402152140,),) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889908 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='Teint_Dans_La_Masse' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889908) result : ((1402152118,), (1402152125,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29889909 , sub_photo_id, 979,now() FROM (SELECT csp.sub_photo_id, csp.crop_hashtag_id, csp.created_at FROM MTRPhoto.crop_sub_photo_ids csp, MTRPhoto.crop_hashtag_ids chi, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp WHERE mpp.mtr_portfolio_id=29889878 AND mpp.mtr_photo_id=chi.photo_id AND chi.id=csp.crop_hashtag_id AND chi.score>0.5 AND chi.type=3726 AND chi.hashtag_id=h.hashtag_id AND h.hashtag='plastique' GROUP BY csp.crop_hashtag_id, csp.created_at order by csp.created_at desc) as a group by crop_hashtag_id; SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889909) result : ((1402152133,), (1402152134,), (1402152135,), (1402152136,), (1402152137,), (1402152138,), (1402152139,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29889878) result : ((1402151756,), (1402151801,), (1402151917,), (1402152032,), (1402152050,), (1402152051,), (1402152053,), (1402152056,), (1402152074,), (1402152075,), (1402152076,), (1402152078,), (1402152105,), (1402152148,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") To do ! Use context local managing function ! SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29889878 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('Carton_gris','metal','environnement','Carton_brun','Teint_Dans_La_Masse','plastique','mal_croppe','kraft','flou','papier','cartonnette','autre_refus')) AND mptpi.`min_score`=0.5 SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29889878 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('Carton_gris','metal','environnement','Carton_brun','Teint_Dans_La_Masse','plastique','mal_croppe','kraft','flou','papier','cartonnette','autre_refus')) AND mptpi.`min_score`=0.5 To do returned map {'mal_croppe': {'main_port_id': 29889878, 'sub_port_id': 29889910, 'hashtag': 'mal_croppe', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447887, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'metal': {'main_port_id': 29889878, 'sub_port_id': 29889911, 'hashtag': 'metal', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447888, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'autre_refus': {'main_port_id': 29889878, 'sub_port_id': 29889912, 'hashtag': 'autre_refus', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447889, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'flou': {'main_port_id': 29889878, 'sub_port_id': 29889913, 'hashtag': 'flou', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447890, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'Carton_gris': {'main_port_id': 29889878, 'sub_port_id': 29889914, 'hashtag': 'Carton_gris', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447891, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'papier': {'main_port_id': 29889878, 'sub_port_id': 29889915, 'hashtag': 'papier', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447892, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'Carton_brun': {'main_port_id': 29889878, 'sub_port_id': 29889916, 'hashtag': 'Carton_brun', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447893, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'environnement': {'main_port_id': 29889878, 'sub_port_id': 29889917, 'hashtag': 'environnement', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447894, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'cartonnette': {'main_port_id': 29889878, 'sub_port_id': 29889918, 'hashtag': 'cartonnette', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447895, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'kraft': {'main_port_id': 29889878, 'sub_port_id': 29889919, 'hashtag': 'kraft', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447896, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'Teint_Dans_La_Masse': {'main_port_id': 29889878, 'sub_port_id': 29889920, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447897, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 10, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}, 'plastique': {'main_port_id': 29889878, 'sub_port_id': 29889921, 'hashtag': 'plastique', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20447898, 'last_updated_at': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_desc': datetime.datetime(2026, 1, 2, 13, 17), 'last_updated_at_asc': datetime.datetime(2026, 1, 2, 13, 10, 59)}} insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889910,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889898 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889911,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889899 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889912,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889900 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889913,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889901 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889914,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889902 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889915,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889903 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889916,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889904 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889917,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889905 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889918,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889906 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889919,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889907 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889920,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889908 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29889921,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29889909 lien utilise dans velours : https://marlene.fotonower.com/velours/29889910,29889911,29889912,29889913,29889914,29889915,29889916,29889917,29889918,29889919,29889920,29889921?tags=mal_croppe,metal,autre_refus,flou,Carton_gris,papier,Carton_brun,environnement,cartonnette,kraft,Teint_Dans_La_Masse,plastique After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29889878]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : ventilate_hashtags_in_portfolio we use saveGeneral [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756] map_info['map_portfolio_photo'] : {29889878: [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756]} final : False mtd_id 4302 list_pids : [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756] Looping around the photos to save general results len do output : 1 /29889878. before output type Here is an output not treated by saveGeneral : Managing all output in save final without adding information in the mtr_datou_result ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152148', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152105', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152078', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152076', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152075', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152074', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152056', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152053', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152051', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152050', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152032', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151917', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151801', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151756', None, None, None, None, None, '4307383') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 15 insert ignore into MTRPhoto.mtr_datou_result (mtd_id, mtr_portfolio_id,mtr_photo_id,result,result_long,result_double,hashtag_id,proba, mtr_current_id) values (%s,%s,%s,%s,%s,%s,%s,%s,%s) on duplicate key update mtr_portfolio_id = mtr_portfolio_id list_values : [('4302', None, '29889878', "{'mal_croppe': 29889898, 'metal': 29889899, 'autre_refus': 29889900, 'flou': 29889901, 'Carton_gris': 29889902, 'papier': 29889903, 'Carton_brun': 29889904, 'environnement': 29889905, 'cartonnette': 29889906, 'kraft': 29889907, 'Teint_Dans_La_Masse': 29889908, 'plastique': 29889909}", None, None, None, None, '4307383'), ('4302', '29889878', '1402152148', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152105', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152078', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152076', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152075', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152074', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152056', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152053', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152051', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152050', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152032', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402151917', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402151801', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402151756', None, None, None, None, None, '4307383')] time used for this insertion : 0.0172576904296875 save_final save missing photos in datou_result : time spend for datou_step_exec : 1.7585196495056152 time spend to save output : 0.01759171485900879 total time spend for step 1 : 1.776111364364624 step2:final Sat Jan 3 05:41:30 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec Currently we do not manage missing dependencies information, that could maybe be correctly interpreted with default behavior Some of the step done at execution of the step could be done before when the tree of execution is build and the dependencies of different step analysed We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! VR 22-3-18 : For now we do not clean correctly the datou structure input_args_next_step, len :0, first value : [] After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29889878) Here we display some param of map_info ! map_filenames : {} map_photo_id_path_extension : {} map_subphoto_mainphoto : {} Beginning of datou step final ! query to retrieve results for portfolio 29889878 : SELECT photo_id, hashtag_id, ratio from MTRPhoto.photo_carac_ratio where hashtag_type = 3726 and photo_id in (1402151756,1402151801,1402151917,1402152032,1402152056,1402152053,1402152051,1402152050,1402152078,1402152076,1402152075,1402152074,1402152105,1402152148); insert ignore into MTRUser.portfolio_carac_ratio (portfolio_id, hashtag_type, hashtag_id, value) values (%s,%s,%s,%s) on DUPLICATE KEY UPDATE value=VALUES(value) After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29889878]) Inside saveOutput : final : False verbose : True original output for save of step final : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} new output for save of step final : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756] map_info['map_portfolio_photo'] : {29889878: [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756]} final : False mtd_id 4302 list_pids : [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756] Looping around the photos to save general results len do output : 14 /1402152148.Didn't retrieve data . /1402152105.Didn't retrieve data . /1402152078.Didn't retrieve data . /1402152076.Didn't retrieve data . /1402152075.Didn't retrieve data . /1402152074.Didn't retrieve data . /1402152056.Didn't retrieve data . /1402152053.Didn't retrieve data . /1402152051.Didn't retrieve data . /1402152050.Didn't retrieve data . /1402152032.Didn't retrieve data . /1402151917.Didn't retrieve data . /1402151801.Didn't retrieve data . /1402151756.Didn't retrieve data . before output type Used above Used above Managing all output in save final without adding information in the mtr_datou_result ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152148', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152105', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152078', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152076', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152075', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152074', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152056', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152053', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152051', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152050', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152032', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151917', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151801', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151756', None, None, None, None, None, '4307383') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 42 insert ignore into MTRPhoto.mtr_datou_result (mtd_id, mtr_portfolio_id,mtr_photo_id,result,result_long,result_double,hashtag_id,proba, mtr_current_id) values (%s,%s,%s,%s,%s,%s,%s,%s,%s) on duplicate key update mtr_portfolio_id = mtr_portfolio_id list_values : [('4302', '29889878', '1402152148', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402152105', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402152078', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402152076', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402152075', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402152074', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402152056', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402152053', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402152051', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402152050', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402152032', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402151917', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402151801', '0.09911732814472843', None, None, None, None, '4307383'), ('4302', '29889878', '1402151756', '0.09911732814472843', None, None, None, None, '4307383')] time used for this insertion : 0.019110918045043945 save_final save missing photos in datou_result : time spend for datou_step_exec : 0.07483959197998047 time spend to save output : 0.019753456115722656 total time spend for step 2 : 0.09459304809570312 step3:velours_tree Sat Jan 3 05:41:30 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec Currently we do not manage missing dependencies information, that could maybe be correctly interpreted with default behavior Some of the step done at execution of the step could be done before when the tree of execution is build and the dependencies of different step analysed complete output_args for input 0 : {29889878: [{'mal_croppe': 29889898, 'metal': 29889899, 'autre_refus': 29889900, 'flou': 29889901, 'Carton_gris': 29889902, 'papier': 29889903, 'Carton_brun': 29889904, 'environnement': 29889905, 'cartonnette': 29889906, 'kraft': 29889907, 'Teint_Dans_La_Masse': 29889908, 'plastique': 29889909}]} input_args_next_step : {29889878: ()} output_args : {29889878: [{'mal_croppe': 29889898, 'metal': 29889899, 'autre_refus': 29889900, 'flou': 29889901, 'Carton_gris': 29889902, 'papier': 29889903, 'Carton_brun': 29889904, 'environnement': 29889905, 'cartonnette': 29889906, 'kraft': 29889907, 'Teint_Dans_La_Masse': 29889908, 'plastique': 29889909}]} args : 29889878 depend.output_id : 0 VR 22-3-18 : For now we do not clean correctly the datou structure input_args_next_step, len :1, first value : ({'mal_croppe': 29889898, 'metal': 29889899, 'autre_refus': 29889900, 'flou': 29889901, 'Carton_gris': 29889902, 'papier': 29889903, 'Carton_brun': 29889904, 'environnement': 29889905, 'cartonnette': 29889906, 'kraft': 29889907, 'Teint_Dans_La_Masse': 29889908, 'plastique': 29889909},) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29889878) Here we display some param of map_info ! map_filenames : {} map_photo_id_path_extension : {} map_subphoto_mainphoto : {} can't find the photo_desc_type After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29889878]) Inside saveOutput : final : False verbose : True ouput is None No outpout to save, returning out of save general time spend for datou_step_exec : 0.26813197135925293 time spend to save output : 5.745887756347656e-05 total time spend for step 3 : 0.2681894302368164 step4:send_mail_cod Sat Jan 3 05:41:30 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec Currently we do not manage missing dependencies information, that could maybe be correctly interpreted with default behavior Some of the step done at execution of the step could be done before when the tree of execution is build and the dependencies of different step analysed We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! complete output_args for input 2 : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} input_args_next_step : {1402152148: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152148 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152105 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152078 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152076 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152075 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152074 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152056 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152053 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152051 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152050 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402152032 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402151917 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402151801 depend.output_id : 0 input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ()} output_args : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',)} args : 1402151756 depend.output_id : 0 Inconsistent number of input and output, step which parrallelize and manage error in input by avoiding sending an output for this data can't be used in tree dependencies of input and output complete output_args for input 3 : {29889878: [{'mal_croppe': 29889898, 'metal': 29889899, 'autre_refus': 29889900, 'flou': 29889901, 'Carton_gris': 29889902, 'papier': 29889903, 'Carton_brun': 29889904, 'environnement': 29889905, 'cartonnette': 29889906, 'kraft': 29889907, 'Teint_Dans_La_Masse': 29889908, 'plastique': 29889909}]} input_args_next_step : {1402152148: ('0.09911732814472843',), 1402152105: ('0.09911732814472843',), 1402152078: ('0.09911732814472843',), 1402152076: ('0.09911732814472843',), 1402152075: ('0.09911732814472843',), 1402152074: ('0.09911732814472843',), 1402152056: ('0.09911732814472843',), 1402152053: ('0.09911732814472843',), 1402152051: ('0.09911732814472843',), 1402152050: ('0.09911732814472843',), 1402152032: ('0.09911732814472843',), 1402151917: ('0.09911732814472843',), 1402151801: ('0.09911732814472843',), 1402151756: ('0.09911732814472843',), 29889878: ()} output_args : {29889878: [{'mal_croppe': 29889898, 'metal': 29889899, 'autre_refus': 29889900, 'flou': 29889901, 'Carton_gris': 29889902, 'papier': 29889903, 'Carton_brun': 29889904, 'environnement': 29889905, 'cartonnette': 29889906, 'kraft': 29889907, 'Teint_Dans_La_Masse': 29889908, 'plastique': 29889909}]} args : 29889878 depend.output_id : 0 We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! VR 22-3-18 : For now we do not clean correctly the datou structure input_args_next_step, len :15, first value : ('0.09911732814472843',) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29889878) Here we display some param of map_info ! map_filenames : {} map_photo_id_path_extension : {} map_subphoto_mainphoto : {} dans la step send mail cod work_area: /home/admin/workarea/git/Velours/python in order to get the selector url, please entre the license of selector SELECT photo_id, url FROM MTRBack.photos_view ph WHERE photo_id IN (1402152148,1402152105,1402152078,1402152076,1402152075,1402152074,1402152056,1402152053,1402152051,1402152050,1402152032,1402151917,1402151801,1402151756) Found this number of photos: 14 ##### Call download_photos : nb_thread : 5 begin to download photo : 1402151756 begin to download photo : 1402152032 begin to download photo : 1402152053 begin to download photo : 1402152075 begin to download photo : 1402152105 download finish for photo 1402152105 begin to download photo : 1402152148 download finish for photo 1402152032 begin to download photo : 1402152050 download finish for photo 1402152075 begin to download photo : 1402152076 download finish for photo 1402152053 begin to download photo : 1402152056 download finish for photo 1402151756 begin to download photo : 1402151801 download finish for photo 1402152050 begin to download photo : 1402152051 download finish for photo 1402152148 download finish for photo 1402152076 begin to download photo : 1402152078 download finish for photo 1402152056 begin to download photo : 1402152074 download finish for photo 1402151801 begin to download photo : 1402151917 download finish for photo 1402152078 download finish for photo 1402152051 download finish for photo 1402151917 download finish for photo 1402152074 we have missing 0 photos in the step downloads : photo missing : [] try to delete the photos missing in DB ##### After download_photos imagette298898981767415290/ imagette298898991767415290/ length of list_filenames : 14 ; length of list_pids : 14 ; length of list_args : 14 results_Auto_P29889878_03-01-2026_05_41_30.pdf 29889898 SELECT ph.photo_id,ph.url,ph.username,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889898 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette298898981767415290 29889899 SELECT ph.photo_id,ph.url,ph.username,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889899 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette298898991767415290 29889900 SELECT ph.photo_id,ph.url,ph.username,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889900 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402152126: '1767356125_2944392_1402152078_b6d530eda8e29c20bfabdb05518496c1_rle_crop_4088577084_0.png', 1402152127: '1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577111_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/73f7abaa9cfa5d05ec8bf2f78a2f7188_92409311.png change filename to text .imagette298899001767415290/ imagette298899001767415290/1767356125_2944392_1402152078_b6d530eda8e29c20bfabdb05518496c1_rle_crop_4088577084_0.png.png imagette298899001767415290/1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577111_0.png.png imagette298899011767415291/ wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/b4e134521ce196922310ae927a45d70f_81971177.png imagette298899001767415290 29889901 SELECT ph.photo_id,ph.url,ph.username,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889901 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette298899011767415291 29889906 SELECT ph.photo_id,ph.url,ph.username,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889906 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402152119: '1767356106_2944037_1402152076_395d282e314979af988fc5b02b883aa0_rle_crop_4088576880_0.png'} change filename to text .imagette298899061767415291/ imagette298899061767415291/1767356106_2944037_1402152076_395d282e314979af988fc5b02b883aa0_rle_crop_4088576880_0.png.png wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/7787488b136c16890f8cf49cdfa59615_17834594.png imagette298899061767415291 29889907 SELECT ph.photo_id,ph.url,ph.username,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889907 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402152140: '1767356125_2944392_1402152050_d30fcfca5629a608507f5f8d631aba8c_rle_crop_4088577122_0.png'} change filename to text .imagette298899071767415291/ imagette298899071767415291/1767356125_2944392_1402152050_d30fcfca5629a608507f5f8d631aba8c_rle_crop_4088577122_0.png.png wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/22ddabf55e6c5bfbcf8dc1700a80ed89_33792880.png imagette298899071767415291 29889909 SELECT ph.photo_id,ph.url,ph.username,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889909 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402152133: '1767356125_2944392_1402152078_b6d530eda8e29c20bfabdb05518496c1_rle_crop_4088577088_0.png', 1402152134: '1767356125_2944392_1402152053_3a18c6eb65b663c2ebc94ff46e23b6bc_rle_crop_4088577095_0.png', 1402152135: '1767356125_2944392_1402152053_3a18c6eb65b663c2ebc94ff46e23b6bc_rle_crop_4088577102_0.png', 1402152136: '1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577115_0.png', 1402152137: '1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577114_0.png', 1402152138: '1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577112_0.png', 1402152139: '1767356125_2944392_1402152050_d30fcfca5629a608507f5f8d631aba8c_rle_crop_4088577124_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/f7843bf95c5aeefeadc752c2e97b6c75_68434569.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/aab2806fac0a4431e73d97fc41501c3f_51106690.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/ebacf556dc4c3dba7b5abee456f5df55_80307715.png change filename to text .wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/f47c9c9178349475a4cfc7e8254966cc_21188538.png change filename to text .wget -O 5.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/aaaf311b4612f4cb63140b9a57bd68db_39854293.png change filename to text .wget -O 6.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/d148c1302745b1ec2dddaf623a24cf8c_47982574.png change filename to text .imagette298899091767415291/ imagette298899091767415291/1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577112_0.png.png imagette298899091767415291/1767356125_2944392_1402152053_3a18c6eb65b663c2ebc94ff46e23b6bc_rle_crop_4088577095_0.png.png imagette298899091767415291/1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577114_0.png.png imagette298899091767415291/1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577115_0.png.png imagette298899091767415291/1767356125_2944392_1402152053_3a18c6eb65b663c2ebc94ff46e23b6bc_rle_crop_4088577102_0.png.png imagette298899091767415291/1767356125_2944392_1402152050_d30fcfca5629a608507f5f8d631aba8c_rle_crop_4088577124_0.png.png imagette298899091767415291/1767356125_2944392_1402152078_b6d530eda8e29c20bfabdb05518496c1_rle_crop_4088577088_0.png.png wget -O 7.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/9f332f080477fd1fb2f2268e6bc647b7_34983117.png imagette298899091767415291 29889902 SELECT ph.photo_id,ph.url,ph.username,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889902 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402152128: '1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577110_0.png'} change filename to text .imagette298899021767415292/ imagette298899021767415292/1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577110_0.png.png wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/c9fb55364490452c93708261ec35a2e1_36279803.png imagette298899021767415292 29889904 SELECT ph.photo_id,ph.url,ph.username,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889904 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402152121: '1767356106_2944037_1402152076_395d282e314979af988fc5b02b883aa0_rle_crop_4088576884_0.png', 1402152122: '1767356106_2944037_1402152074_7cd9b59b407fd3f7ae2417345ba8c5fb_rle_crop_4088576913_0.png', 1402152129: '1767356125_2944392_1402152053_3a18c6eb65b663c2ebc94ff46e23b6bc_rle_crop_4088577100_0.png', 1402152130: '1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577113_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/be390df5c1f1ef13fce24b83dc1210d9_67211726.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/14a3759e316f92151b27356c3c0cfd70_4290361.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/d9a89ffe9dbac9367e8334fe12507be5_84447178.png change filename to text .imagette298899041767415292/ imagette298899041767415292/1767356125_2944392_1402152051_90f06e830c1b511dbae3926de7ee95d9_rle_crop_4088577113_0.png.png imagette298899041767415292/1767356106_2944037_1402152074_7cd9b59b407fd3f7ae2417345ba8c5fb_rle_crop_4088576913_0.png.png imagette298899041767415292/1767356106_2944037_1402152076_395d282e314979af988fc5b02b883aa0_rle_crop_4088576884_0.png.png imagette298899041767415292/1767356125_2944392_1402152053_3a18c6eb65b663c2ebc94ff46e23b6bc_rle_crop_4088577100_0.png.png wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/f24e1559b7f995ff253149934e0ef28c_73956374.png imagette298899041767415292 29889908 SELECT ph.photo_id,ph.url,ph.username,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889908 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402152118: '1767356106_2944037_1402152076_395d282e314979af988fc5b02b883aa0_rle_crop_4088576883_0.png', 1402152125: '1767356125_2944392_1402152053_3a18c6eb65b663c2ebc94ff46e23b6bc_rle_crop_4088577096_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/5c6e92d15dbb3de172b7eacb5353bea6_95733172.png change filename to text .imagette298899081767415293/ imagette298899081767415293/1767356125_2944392_1402152053_3a18c6eb65b663c2ebc94ff46e23b6bc_rle_crop_4088577096_0.png.png imagette298899081767415293/1767356106_2944037_1402152076_395d282e314979af988fc5b02b883aa0_rle_crop_4088576883_0.png.png wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/68c812e1780c20691f5a20dfb0c642b1_29115653.png imagette298899081767415293 SELECT h.hashtag,pcr.value FROM MTRUser.portfolio_carac_ratio pcr, MTRBack.hashtags h where pcr.portfolio_id=29889878 and hashtag_type = 3726 and pcr.hashtag_id = h.hashtag_id; velour_link : https://marlene.fotonower.com/velours/29889910,29889911,29889912,29889913,29889914,29889915,29889916,29889917,29889918,29889919,29889920,29889921?tags=mal_croppe,metal,autre_refus,flou,Carton_gris,papier,Carton_brun,environnement,cartonnette,kraft,Teint_Dans_La_Masse,plastique your option no_mail is active, we will not send the real mail to your client args[1402152148] : ('0.09911732814472843',) no score found for photo 1402152148 We are sending mail with results at report@fotonower.com args[1402152105] : ('0.09911732814472843',) no score found for photo 1402152105 We are sending mail with results at report@fotonower.com args[1402152078] : ('0.09911732814472843',) no score found for photo 1402152078 We are sending mail with results at report@fotonower.com args[1402152076] : ('0.09911732814472843',) no score found for photo 1402152076 We are sending mail with results at report@fotonower.com args[1402152075] : ('0.09911732814472843',) no score found for photo 1402152075 We are sending mail with results at report@fotonower.com args[1402152074] : ('0.09911732814472843',) no score found for photo 1402152074 We are sending mail with results at report@fotonower.com args[1402152056] : ('0.09911732814472843',) no score found for photo 1402152056 We are sending mail with results at report@fotonower.com args[1402152053] : ('0.09911732814472843',) no score found for photo 1402152053 We are sending mail with results at report@fotonower.com args[1402152051] : ('0.09911732814472843',) no score found for photo 1402152051 We are sending mail with results at report@fotonower.com args[1402152050] : ('0.09911732814472843',) no score found for photo 1402152050 We are sending mail with results at report@fotonower.com args[1402152032] : ('0.09911732814472843',) no score found for photo 1402152032 We are sending mail with results at report@fotonower.com args[1402151917] : ('0.09911732814472843',) no score found for photo 1402151917 We are sending mail with results at report@fotonower.com args[1402151801] : ('0.09911732814472843',) no score found for photo 1402151801 We are sending mail with results at report@fotonower.com args[1402151756] : ('0.09911732814472843',) no score found for photo 1402151756 We are sending mail with results at report@fotonower.com refus_total : 0.09911732814472843 2022-04-13 10:29:59 0 SELECT ph.photo_id,ph.url,ph.username,ph.uploaded_at,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889878 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 1000 start upload file to ovh https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29889878_03-01-2026_05_41_30.pdf results_Auto_P29889878_03-01-2026_05_41_30.pdf uploaded to url https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29889878_03-01-2026_05_41_30.pdf start insert file to database insert into MTRUser.mtr_files (mtd_id,mtr_portfolio_id,text,url,format,tags,file_size,value) values ('4302','29889878','results_Auto_P29889878_03-01-2026_05_41_30.pdf','https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29889878_03-01-2026_05_41_30.pdf','pdf','','0.22','0.09911732814472843') After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29889878]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : send_mail_cod we use saveGeneral [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756] map_info['map_portfolio_photo'] : {29889878: [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756]} final : False mtd_id 4302 list_pids : [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756] Looping around the photos to save general results len do output : 0 before output type Used above Managing all output in save final without adding information in the mtr_datou_result ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152148', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152105', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152078', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152076', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152075', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152074', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152056', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152053', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152051', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152050', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152032', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151917', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151801', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151756', None, None, None, None, None, '4307383') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 14 insert ignore into MTRPhoto.mtr_datou_result (mtd_id, mtr_portfolio_id,mtr_photo_id,result,result_long,result_double,hashtag_id,proba, mtr_current_id) values (%s,%s,%s,%s,%s,%s,%s,%s,%s) on duplicate key update mtr_portfolio_id = mtr_portfolio_id list_values : [('4302', '29889878', '1402152148', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152105', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152078', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152076', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152075', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152074', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152056', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152053', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152051', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152050', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152032', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402151917', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402151801', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402151756', None, None, None, None, None, '4307383')] time used for this insertion : 0.01706671714782715 save_final save missing photos in datou_result : time spend for datou_step_exec : 4.165892124176025 time spend to save output : 0.017357587814331055 total time spend for step 4 : 4.1832497119903564 step5:split_time_score Sat Jan 3 05:41:34 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec Currently we do not manage missing dependencies information, that could maybe be correctly interpreted with default behavior Some of the step done at execution of the step could be done before when the tree of execution is build and the dependencies of different step analysed complete output_args for input 0 : ['29889878'] We expect there is only one output and this part is used while all output are not tuple or array Inconsistent number of input and output, step which parrallelize and manage error in input by avoiding sending an output for this data can't be used in tree dependencies of input and output complete output_args for input 1 : VR 22-3-18 : For now we do not clean correctly the datou structure input_args_next_step, len :1, first value : [('29889878',)] After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29889878) Here we display some param of map_info ! map_filenames : {} map_photo_id_path_extension : {1402152105: {'path': 'temp/1767415290_3191538_1402152105_f38f0bc7f05dfc25ccd02eee8256237a.jpg', 'extension': 'jpg'}, 1402152148: {'path': 'temp/1767415290_3191538_1402152148_5c70e8fd7307780d9b42c2f388a264e3.jpg', 'extension': 'jpg'}, 1402152075: {'path': 'temp/1767415290_3191538_1402152075_20bb1c65afef3904c1830f6340e03a80.jpg', 'extension': 'jpg'}, 1402152076: {'path': 'temp/1767415290_3191538_1402152076_395d282e314979af988fc5b02b883aa0.jpg', 'extension': 'jpg'}, 1402152078: {'path': 'temp/1767415290_3191538_1402152078_b6d530eda8e29c20bfabdb05518496c1.jpg', 'extension': 'jpg'}, 1402152032: {'path': 'temp/1767415290_3191538_1402152032_9469bb91248d1c3092e132fda55a11a9.jpg', 'extension': 'jpg'}, 1402152050: {'path': 'temp/1767415290_3191538_1402152050_d30fcfca5629a608507f5f8d631aba8c.jpg', 'extension': 'jpg'}, 1402152051: {'path': 'temp/1767415290_3191538_1402152051_90f06e830c1b511dbae3926de7ee95d9.jpg', 'extension': 'jpg'}, 1402151756: {'path': 'temp/1767415290_3191538_1402151756_a16221b625d1a39070f9a5d9d83a60ac.jpg', 'extension': 'jpg'}, 1402151801: {'path': 'temp/1767415290_3191538_1402151801_4d0db605b6e955a9c4351a476062d918.jpg', 'extension': 'jpg'}, 1402151917: {'path': 'temp/1767415290_3191538_1402151917_7ffd71ceb2ed914bcd3ad05edfebb6ec.jpg', 'extension': 'jpg'}, 1402152053: {'path': 'temp/1767415290_3191538_1402152053_3a18c6eb65b663c2ebc94ff46e23b6bc.jpg', 'extension': 'jpg'}, 1402152056: {'path': 'temp/1767415290_3191538_1402152056_6caddfbde34adb4b1f195cd043d294d0.jpg', 'extension': 'jpg'}, 1402152074: {'path': 'temp/1767415290_3191538_1402152074_7cd9b59b407fd3f7ae2417345ba8c5fb.jpg', 'extension': 'jpg'}} map_subphoto_mainphoto : {} begin split time score SELECT app_name, token FROM MTRUser.mtr_app_api_token WHERE mtr_user_id=979 AND app_name="token_split_time_score" AND expire_at > NOW() select distinct dp.name from MTRPhoto.dashboard_entry_day ded, MTRPhoto.dashboard_places dp, MTRPhoto.dashboard_results dr where ded.dashboard_place_id = dp.id and ded.last_run_id = dr.dashboard_run_id and dp.id = ded.dashboard_place_id and dr.mtr_portfolio_id = 29889878; (('arc_en_ciel_jrm_bis',), ('arc_en_ciel_jrm',)) TODO : Insert select and so on Begin split_port_in_batch_balle thcls : [{'id': 861, 'mtr_user_id': 31, 'name': 'Rungis_class_dechets_1212', 'pb_hashtag_id': 0, 'live': b'\x00', 'list_hashtags': 'Rungis_Aluminium,Rungis_Carton,Rungis_Papier,Rungis_Plastique_clair,Rungis_Plastique_dur,Rungis_Plastique_fonce,Rungis_Tapis_vide,Rungis_Tetrapak', 'svm_portfolios_learning': '1160730,571842,571844,571839,571933,571840,571841,572307', 'photo_hashtag_type': 999, 'photo_desc_type': 3963, 'type_classification': 'caffe', 'hashtag_id_list': '2107751280,2107750907,2107750908,2107750909,2107750910,2107750911,2107750912,2107750913'}] thcls : [{'id': 758, 'mtr_user_id': 31, 'name': 'Rungis_amount_dechets_fall_2018_v2', 'pb_hashtag_id': 0, 'live': b'\x00', 'list_hashtags': '05102018_Papier_non_papier_dense,05102018_Papier_non_papier_peu_dense,05102018_Papier_non_papier_presque_vide,05102018_Papier_non_papier_tres_dense,05102018_Papier_non_papier_tres_peu_dense', 'svm_portfolios_learning': '1108385,1108386,1108388,1108384,1108387', 'photo_hashtag_type': 856, 'photo_desc_type': 3853, 'type_classification': 'caffe', 'hashtag_id_list': '2107751013,2107751014,2107751015,2107751016,2107751017'}] select SUBSTRING(ph.text,16,2) as h, count(*) from MTRUser.mtr_portfolio_photos mpp inner join MTRBack.photos_view ph on mpp.mtr_photo_id = ph.photo_id where mpp.mtr_portfolio_id = 29889878 group by h (('13', 14),) SELECT ph.photo_id,ph.url,ph.username,ph.uploaded_at,ph.text FROM MTRBack.photos_view ph, MTRUser.mtr_portfolio_photos mpp WHERE ph.photo_id=mpp.mtr_photo_id AND mpp.mtr_portfolio_id=29889878 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 100000 SELECT cps.photo_id, cps.score, h.hashtag, cps.hashtag_id, mpp1.mtr_portfolio_id FROM MTRPhoto.class_photo_score cps, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp1 where mpp1.mtr_photo_id=cps.photo_id AND h.hashtag_id=cps.hashtag_id AND mpp1.hide_status=0 AND mpp1.mtr_portfolio_id in (29889878) AND cps.thcl in (861) order by cps.score desc LIMIT 0, 100000 SELECT cps.photo_id, cps.score, h.hashtag, cps.hashtag_id, mpp1.mtr_portfolio_id FROM MTRPhoto.class_photo_score cps, MTRBack.hashtags h, MTRUser.mtr_portfolio_photos mpp1 where mpp1.mtr_photo_id=cps.photo_id AND h.hashtag_id=cps.hashtag_id AND mpp1.hide_status=0 AND mpp1.mtr_portfolio_id in (29889878) AND cps.thcl in (758) order by cps.score desc LIMIT 0, 100000 ERROR counted https://github.com/fotonower/Velours/issues/663#issuecomment-421136223 {} 02012026 29889878 Nombre de photos uploadées : 14 / 23040 (0%) 02012026 29889878 Nombre de photos taguées (types de déchets): 0 / 14 (0%) 02012026 29889878 Nombre de photos taguées (volume) : 0 / 14 (0%) [{'photo_id': 1402151756, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/a16221b625d1a39070f9a5d9d83a60ac.jpg', 'username': None, 'uploaded_at': 1767355688, 'text': 'image_02012026_13_07_14_009125m0.jpg 1e-05 for time 1, id_amount 3 this amount prod time diff : 1e-05'}, {'photo_id': 1402151801, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/4d0db605b6e955a9c4351a476062d918.jpg', 'username': None, 'uploaded_at': 1767355807, 'text': 'image_02012026_13_07_24_010133m0.jpg 2e-05 for time 1, id_amount 0 this amount prod time diff : 1e-05'}, {'photo_id': 1402151917, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/7ffd71ceb2ed914bcd3ad05edfebb6ec.jpg', 'username': None, 'uploaded_at': 1767355867, 'text': 'image_02012026_13_09_35_10142.jpg'}, {'photo_id': 1402152032, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/2/9469bb91248d1c3092e132fda55a11a9.jpg', 'username': None, 'uploaded_at': 1767355927, 'text': 'image_02012026_13_10_14_10137.jpg'}] 0 [] elapsed_time : load_data_split_time_score 1.1920928955078125e-06 elapsed_time : order_list_meta_photo_and_scores 4.76837158203125e-06 ?????????????? elapsed_time : fill_and_build_computed_from_old_data 0.0007107257843017578 INSERT INTO `MTRPhoto`.`dashboard_entry_day` (`dashboard_place_id`, `mtr_portfolio_id`, `date`) VALUES ( 10, 29889878, '2026-01-02' ) ON DUPLICATE KEY UPDATE updated_at=NOW(); Catched exception ! Connect or reconnect ! SELECT id FROM MTRPhoto.dashboard_entry_day where dashboard_place_id = 10 and date = '2026-01-02' ; INSERT INTO `MTRPhoto`.`dashboard_run_ids` (`dashboard_entry_day`, `mtr_user_id`, `misc_info`) VALUES (2829505,979,"{}"); Catched exception ! Connect or reconnect ! elapsed_time : insert_dashboard_record_day_entry 0.24073457717895508 We will return after consolidate but for now we need the day, how to get it, for now depending on the previous heavy steps SELECT dri.dashboard_entry_day, dr.dashboard_run_id, dr.mtr_portfolio_id, dr.id, dr.hashtag, dr.completion_json FROM MTRPhoto.dashboard_results dr, MTRPhoto.dashboard_run_ids dri, MTRPhoto.dashboard_entry_day ded WHERE ded.id= 2829505 AND ded.last_run_id=dri.id AND dri.dashboard_entry_day=ded.id AND dri.id=dr.dashboard_run_id [{'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29875698, 'dashboard_result_id': 18986196, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29875698_03-01-2026_05_34_30.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29875700, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29875701, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29875702, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29875703, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29875704, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29875705, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29875706, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29875707, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29875708, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29875709, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29875710, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29875711, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29875852, 'dashboard_result_id': 18986197, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29875852_03-01-2026_05_35_00.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29875855, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29875856, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29875857, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29875858, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29875859, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29875860, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29875861, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29875862, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29875863, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29875864, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29875865, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29875866, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29876194, 'dashboard_result_id': 18986198, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876194_03-01-2026_05_35_31.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29876199, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29876200, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29876201, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29876202, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29876203, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29876204, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29876205, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29876206, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29876207, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29876208, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29876209, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29876210, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29876652, 'dashboard_result_id': 18986199, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876652_03-01-2026_05_35_31.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29876653, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29876654, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29876655, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29876656, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29876657, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29876658, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29876659, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29876660, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29876661, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29876662, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29876663, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29876664, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29876801, 'dashboard_result_id': 18986200, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876801_03-01-2026_05_35_42.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29876851, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29876852, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29876853, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29876854, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29876855, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29876856, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29876857, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29876858, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29876859, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29876860, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29876861, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29876862, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29877372, 'dashboard_result_id': 18986201, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29877372_03-01-2026_05_36_03.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29877428, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29877429, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29877430, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29877431, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29877432, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29877433, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29877434, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29877435, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29877436, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29877437, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29877438, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29877439, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29878166, 'dashboard_result_id': 18986202, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29878166_03-01-2026_05_36_12.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29878167, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29878168, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29878169, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29878170, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29878171, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29878172, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29878173, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29878174, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29878175, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29878176, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29878177, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29878178, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29879046, 'dashboard_result_id': 18986203, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29879046_03-01-2026_05_36_32.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29879072, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29879073, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29879074, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29879075, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29879076, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29879077, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29879078, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29879079, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29879080, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29879081, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29879082, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29879083, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29879603, 'dashboard_result_id': 18986204, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29879603_03-01-2026_05_37_01.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29879618, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29879619, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29879620, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29879621, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29879622, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29879623, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29879624, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29879625, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29879626, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29879627, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29879628, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29879629, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29880964, 'dashboard_result_id': 18986205, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29880964_03-01-2026_05_37_28.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29880989, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29880990, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29880991, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29880992, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29880993, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29880994, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29880995, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29880996, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29880997, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29880998, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29880999, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29881000, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29882264, 'dashboard_result_id': 18986206, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 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3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29911864, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29911865, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29911866, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29911868, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29911869, 'pht': 3726}}"}, {'dashboat_entry_day': 2829505, 'dashboard_run_id': 2843968, 'mtr_portfolio_id': 29912568, 'dashboard_result_id': 18986256, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29912568_03-01-2026_01_18_30.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29912572, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29912573, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29912574, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29912575, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29912576, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29912577, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29912578, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29912579, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29912580, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29912581, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29912582, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29912583, 'pht': 3726}}"}] SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29875698 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307361, 'mtr_portfolio_id': 29875698, 'created_at': datetime.datetime(2026, 1, 3, 5, 34, 29), 'result': '0.07274215009862697', 'result_long': None, 'result_double': None}] Qualite : 0.07274215009862697 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29875698 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29875698_03-01-2026_05_34_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29875698 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29875698_03-01-2026_05_34_30.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29875700, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29875701, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29875702, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29875703, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29875704, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29875705, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29875706, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29875707, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29875708, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29875709, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29875710, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29875711, 'pht': 3726}}" where mtr_portfolio_id = 29875698 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29875698 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986196, 0.07274215009862697, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29875698_03-01-2026_05_34_30.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29875700, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29875701, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29875702, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29875703, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29875704, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29875705, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29875706, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29875707, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29875708, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29875709, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29875710, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29875711, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29875852 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307362, 'mtr_portfolio_id': 29875852, 'created_at': datetime.datetime(2026, 1, 3, 5, 34, 57), 'result': '0.055859014404849826', 'result_long': None, 'result_double': None}] Qualite : 0.055859014404849826 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29875852 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29875852_03-01-2026_05_35_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29875852 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29875852_03-01-2026_05_35_00.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29875855, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29875856, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29875857, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29875858, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29875859, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29875860, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29875861, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29875862, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29875863, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29875864, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29875865, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29875866, 'pht': 3726}}" where mtr_portfolio_id = 29875852 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29875852 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986197, 0.055859014404849826, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29875852_03-01-2026_05_35_00.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29875855, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29875856, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29875857, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29875858, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29875859, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29875860, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29875861, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29875862, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29875863, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29875864, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29875865, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29875866, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29876194 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307363, 'mtr_portfolio_id': 29876194, 'created_at': datetime.datetime(2026, 1, 3, 5, 35, 28), 'result': '0.05190981045133743', 'result_long': None, 'result_double': None}] Qualite : 0.05190981045133743 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29876194 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876194_03-01-2026_05_35_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29876194 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876194_03-01-2026_05_35_31.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29876199, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29876200, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29876201, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29876202, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29876203, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29876204, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29876205, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29876206, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29876207, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29876208, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29876209, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29876210, 'pht': 3726}}" where mtr_portfolio_id = 29876194 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29876194 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986198, 0.05190981045133743, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876194_03-01-2026_05_35_31.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29876199, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29876200, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29876201, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29876202, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29876203, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29876204, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29876205, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29876206, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29876207, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29876208, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29876209, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29876210, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29876652 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307364, 'mtr_portfolio_id': 29876652, 'created_at': datetime.datetime(2026, 1, 3, 5, 35, 29), 'result': '0.05667050474487082', 'result_long': None, 'result_double': None}] Qualite : 0.05667050474487082 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29876652 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876652_03-01-2026_05_35_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29876652 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876652_03-01-2026_05_35_31.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29876653, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29876654, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29876655, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29876656, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29876657, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29876658, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29876659, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29876660, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29876661, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29876662, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29876663, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29876664, 'pht': 3726}}" where mtr_portfolio_id = 29876652 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29876652 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986199, 0.05667050474487082, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876652_03-01-2026_05_35_31.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29876653, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29876654, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29876655, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29876656, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29876657, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29876658, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29876659, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29876660, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29876661, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29876662, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29876663, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29876664, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29876801 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307365, 'mtr_portfolio_id': 29876801, 'created_at': datetime.datetime(2026, 1, 3, 5, 35, 39), 'result': '0.0413923653993657', 'result_long': None, 'result_double': None}] Qualite : 0.0413923653993657 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29876801 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876801_03-01-2026_05_35_42.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29876801 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876801_03-01-2026_05_35_42.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29876851, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29876852, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29876853, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29876854, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29876855, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29876856, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29876857, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29876858, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29876859, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29876860, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29876861, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29876862, 'pht': 3726}}" where mtr_portfolio_id = 29876801 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29876801 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986200, 0.0413923653993657, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29876801_03-01-2026_05_35_42.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29876851, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29876852, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29876853, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29876854, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29876855, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29876856, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29876857, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29876858, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29876859, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29876860, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29876861, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29876862, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29877372 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307366, 'mtr_portfolio_id': 29877372, 'created_at': datetime.datetime(2026, 1, 3, 5, 36), 'result': '0.06416023115725362', 'result_long': None, 'result_double': None}] Qualite : 0.06416023115725362 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29877372 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29877372_03-01-2026_05_36_03.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29877372 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29877372_03-01-2026_05_36_03.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29877428, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29877429, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29877430, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29877431, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29877432, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29877433, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29877434, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29877435, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29877436, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29877437, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29877438, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29877439, 'pht': 3726}}" where mtr_portfolio_id = 29877372 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29877372 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986201, 0.06416023115725362, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29877372_03-01-2026_05_36_03.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29877428, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29877429, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29877430, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29877431, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29877432, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29877433, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29877434, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29877435, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29877436, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29877437, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29877438, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29877439, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29878166 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307367, 'mtr_portfolio_id': 29878166, 'created_at': datetime.datetime(2026, 1, 3, 5, 36, 9), 'result': '0.06324780481092188', 'result_long': None, 'result_double': None}] Qualite : 0.06324780481092188 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29878166 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29878166_03-01-2026_05_36_12.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29878166 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29878166_03-01-2026_05_36_12.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29878167, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29878168, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29878169, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29878170, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29878171, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29878172, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29878173, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29878174, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29878175, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29878176, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29878177, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29878178, 'pht': 3726}}" where mtr_portfolio_id = 29878166 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29878166 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986202, 0.06324780481092188, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29878166_03-01-2026_05_36_12.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29878167, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29878168, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29878169, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29878170, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29878171, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29878172, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29878173, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29878174, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29878175, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29878176, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29878177, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29878178, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29879046 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307368, 'mtr_portfolio_id': 29879046, 'created_at': datetime.datetime(2026, 1, 3, 5, 36, 29), 'result': '0.07458467220813252', 'result_long': None, 'result_double': None}] Qualite : 0.07458467220813252 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29879046 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29879046_03-01-2026_05_36_32.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29879046 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29879046_03-01-2026_05_36_32.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29879072, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29879073, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29879074, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29879075, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29879076, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29879077, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29879078, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29879079, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29879080, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29879081, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29879082, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29879083, 'pht': 3726}}" where mtr_portfolio_id = 29879046 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29879046 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986203, 0.07458467220813252, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29879046_03-01-2026_05_36_32.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29879072, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29879073, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29879074, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29879075, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29879076, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29879077, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29879078, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29879079, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29879080, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29879081, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29879082, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29879083, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29879603 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307369, 'mtr_portfolio_id': 29879603, 'created_at': datetime.datetime(2026, 1, 3, 5, 36, 59), 'result': '0.07770828623260714', 'result_long': None, 'result_double': None}] Qualite : 0.07770828623260714 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29879603 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29879603_03-01-2026_05_37_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29879603 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29879603_03-01-2026_05_37_01.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29879618, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29879619, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29879620, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29879621, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29879622, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29879623, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29879624, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29879625, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29879626, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29879627, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29879628, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29879629, 'pht': 3726}}" where mtr_portfolio_id = 29879603 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29879603 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986204, 0.07770828623260714, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29879603_03-01-2026_05_37_01.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29879618, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29879619, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29879620, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29879621, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29879622, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29879623, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29879624, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29879625, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29879626, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29879627, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29879628, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29879629, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29880964 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307370, 'mtr_portfolio_id': 29880964, 'created_at': datetime.datetime(2026, 1, 3, 5, 37, 27), 'result': '0.03198435628878973', 'result_long': None, 'result_double': None}] Qualite : 0.03198435628878973 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29880964 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29880964_03-01-2026_05_37_28.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29880964 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29880964_03-01-2026_05_37_28.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29880989, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29880990, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29880991, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29880992, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29880993, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29880994, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29880995, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29880996, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29880997, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29880998, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29880999, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29881000, 'pht': 3726}}" where mtr_portfolio_id = 29880964 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29880964 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986205, 0.03198435628878973, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29880964_03-01-2026_05_37_28.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29880989, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29880990, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29880991, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29880992, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29880993, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29880994, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29880995, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29880996, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29880997, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29880998, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29880999, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29881000, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29882264 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307371, 'mtr_portfolio_id': 29882264, 'created_at': datetime.datetime(2026, 1, 3, 5, 37, 31), 'result': '0.05310190630354253', 'result_long': None, 'result_double': None}] Qualite : 0.05310190630354253 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29882264 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29882264_03-01-2026_05_37_33.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29882264 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29882264_03-01-2026_05_37_33.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29882286, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29882287, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29882288, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29882289, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29882290, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29882291, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29882292, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29882293, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29882294, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29882295, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29882296, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29882297, 'pht': 3726}}" where mtr_portfolio_id = 29882264 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29882264 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986206, 0.05310190630354253, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29882264_03-01-2026_05_37_33.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29882286, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29882287, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29882288, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29882289, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29882290, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29882291, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29882292, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29882293, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29882294, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29882295, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29882296, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29882297, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29882750 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307372, 'mtr_portfolio_id': 29882750, 'created_at': datetime.datetime(2026, 1, 3, 5, 38), 'result': '0.04317030389036659', 'result_long': None, 'result_double': None}] Qualite : 0.04317030389036659 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29882750 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29882750_03-01-2026_05_38_03.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29882750 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29882750_03-01-2026_05_38_03.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29882754, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29882755, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29882756, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29882757, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29882758, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29882759, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29882760, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29882761, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29882762, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29882763, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29882764, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29882765, 'pht': 3726}}" where mtr_portfolio_id = 29882750 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29882750 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986207, 0.04317030389036659, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29882750_03-01-2026_05_38_03.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29882754, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29882755, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29882756, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29882757, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29882758, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29882759, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29882760, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29882761, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29882762, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29882763, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29882764, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29882765, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29883285 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307373, 'mtr_portfolio_id': 29883285, 'created_at': datetime.datetime(2026, 1, 3, 5, 38, 28), 'result': '0.04323241386656152', 'result_long': None, 'result_double': None}] Qualite : 0.04323241386656152 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29883285 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29883285_03-01-2026_05_38_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29883285 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29883285_03-01-2026_05_38_31.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29883321, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29883322, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29883323, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29883324, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29883325, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29883326, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29883327, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29883328, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29883329, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29883330, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29883331, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29883332, 'pht': 3726}}" where mtr_portfolio_id = 29883285 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29883285 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986208, 0.04323241386656152, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29883285_03-01-2026_05_38_31.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29883321, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29883322, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29883323, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29883324, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29883325, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29883326, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29883327, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29883328, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29883329, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29883330, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29883331, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29883332, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29883844 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307374, 'mtr_portfolio_id': 29883844, 'created_at': datetime.datetime(2026, 1, 3, 5, 38, 56), 'result': '0.052731449078713376', 'result_long': None, 'result_double': None}] Qualite : 0.052731449078713376 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29883844 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29883844_03-01-2026_05_38_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29883844 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29883844_03-01-2026_05_38_59.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29883853, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29883854, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29883855, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29883856, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29883857, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29883858, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29883859, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29883860, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29883861, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29883862, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29883863, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29883864, 'pht': 3726}}" where mtr_portfolio_id = 29883844 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29883844 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986209, 0.052731449078713376, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29883844_03-01-2026_05_38_59.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29883853, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29883854, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29883855, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29883856, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29883857, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29883858, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29883859, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29883860, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29883861, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29883862, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29883863, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29883864, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29885052 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307375, 'mtr_portfolio_id': 29885052, 'created_at': datetime.datetime(2026, 1, 3, 5, 39, 33), 'result': '0.06271936925534016', 'result_long': None, 'result_double': None}] Qualite : 0.06271936925534016 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29885052 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29885052_03-01-2026_05_39_35.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29885052 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29885052_03-01-2026_05_39_35.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29885054, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29885055, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29885056, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29885057, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29885058, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29885059, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29885060, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29885061, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29885062, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29885063, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29885064, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29885065, 'pht': 3726}}" where mtr_portfolio_id = 29885052 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29885052 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986210, 0.06271936925534016, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29885052_03-01-2026_05_39_35.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29885054, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29885055, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29885056, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29885057, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29885058, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29885059, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29885060, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29885061, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29885062, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29885063, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29885064, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29885065, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29885399 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307376, 'mtr_portfolio_id': 29885399, 'created_at': datetime.datetime(2026, 1, 3, 5, 39, 32), 'result': '0.058033769913851355', 'result_long': None, 'result_double': None}] Qualite : 0.058033769913851355 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29885399 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29885399_03-01-2026_05_39_35.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29885399 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29885399_03-01-2026_05_39_35.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29885444, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29885445, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29885446, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29885447, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29885448, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29885449, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29885450, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29885451, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29885452, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29885453, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29885454, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29885455, 'pht': 3726}}" where mtr_portfolio_id = 29885399 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29885399 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986211, 0.058033769913851355, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29885399_03-01-2026_05_39_35.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29885444, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29885445, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29885446, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29885447, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29885448, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29885449, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29885450, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29885451, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29885452, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29885453, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29885454, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29885455, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29886087 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307377, 'mtr_portfolio_id': 29886087, 'created_at': datetime.datetime(2026, 1, 3, 5, 40, 1), 'result': '0.10832652244464568', 'result_long': None, 'result_double': None}] Qualite : 0.10832652244464568 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29886087 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29886087_03-01-2026_05_40_02.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29886087 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29886087_03-01-2026_05_40_02.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29886092, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29886093, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29886094, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29886095, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29886096, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29886097, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29886098, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29886099, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29886100, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29886101, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29886102, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29886103, 'pht': 3726}}" where mtr_portfolio_id = 29886087 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29886087 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986212, 0.10832652244464568, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29886087_03-01-2026_05_40_02.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29886092, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29886093, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29886094, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29886095, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29886096, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29886097, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29886098, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29886099, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29886100, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29886101, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29886102, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29886103, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29886560 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307378, 'mtr_portfolio_id': 29886560, 'created_at': datetime.datetime(2026, 1, 3, 5, 40, 29), 'result': '0.08915960235760535', 'result_long': None, 'result_double': None}] Qualite : 0.08915960235760535 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29886560 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29886560_03-01-2026_05_40_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29886560 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29886560_03-01-2026_05_40_31.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29886572, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29886573, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29886574, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29886575, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29886576, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29886577, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29886578, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29886579, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29886580, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29886581, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29886582, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29886583, 'pht': 3726}}" where mtr_portfolio_id = 29886560 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29886560 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986213, 0.08915960235760535, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29886560_03-01-2026_05_40_31.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29886572, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29886573, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29886574, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29886575, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29886576, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29886577, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29886578, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29886579, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29886580, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29886581, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29886582, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29886583, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29887236 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307379, 'mtr_portfolio_id': 29887236, 'created_at': datetime.datetime(2026, 1, 3, 5, 40, 41), 'result': '0.05458790318713223', 'result_long': None, 'result_double': None}] Qualite : 0.05458790318713223 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29887236 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29887236_03-01-2026_05_40_43.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29887236 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29887236_03-01-2026_05_40_43.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29887240, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29887241, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29887242, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29887243, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29887244, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29887245, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29887246, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29887247, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29887248, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29887249, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29887250, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29887251, 'pht': 3726}}" where mtr_portfolio_id = 29887236 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29887236 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986214, 0.05458790318713223, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29887236_03-01-2026_05_40_43.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29887240, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29887241, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29887242, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29887243, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29887244, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29887245, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29887246, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29887247, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29887248, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29887249, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29887250, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29887251, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29887673 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307380, 'mtr_portfolio_id': 29887673, 'created_at': datetime.datetime(2026, 1, 3, 5, 41, 1), 'result': '0.057370642562094114', 'result_long': None, 'result_double': None}] Qualite : 0.057370642562094114 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29887673 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29887673_03-01-2026_05_41_03.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29887673 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29887673_03-01-2026_05_41_03.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29887690, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29887691, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29887692, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29887693, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29887694, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29887695, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29887696, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29887697, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29887698, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29887699, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29887700, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29887701, 'pht': 3726}}" where mtr_portfolio_id = 29887673 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29887673 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986215, 0.057370642562094114, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29887673_03-01-2026_05_41_03.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29887690, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29887691, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29887692, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29887693, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29887694, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29887695, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29887696, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29887697, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29887698, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29887699, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29887700, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29887701, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29888232 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307381, 'mtr_portfolio_id': 29888232, 'created_at': datetime.datetime(2026, 1, 3, 5, 41, 11), 'result': '0.04838891707514917', 'result_long': None, 'result_double': None}] Qualite : 0.04838891707514917 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29888232 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29888232_02-01-2026_12_33_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29888232 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29888232_02-01-2026_12_33_01.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29888240, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29888241, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29888242, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29888243, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29888244, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29888245, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29888246, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29888247, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29888248, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29888249, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29888250, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29888251, 'pht': 3726}}" where mtr_portfolio_id = 29888232 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29888232 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986216, 0.04838891707514917, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29888232_02-01-2026_12_33_01.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29888240, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29888241, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29888242, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29888243, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29888244, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29888245, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29888246, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29888247, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29888248, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29888249, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29888250, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29888251, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29888770 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307382, 'mtr_portfolio_id': 29888770, 'created_at': datetime.datetime(2026, 1, 3, 5, 41, 32), 'result': '0.05555644557585648', 'result_long': None, 'result_double': None}] Qualite : 0.05555644557585648 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29888770 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29888770_02-01-2026_13_08_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29888770 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29888770_02-01-2026_13_08_59.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29888790, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29888791, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29888792, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29888793, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29888794, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29888795, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29888796, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29888797, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29888798, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29888799, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29888800, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29888801, 'pht': 3726}}" where mtr_portfolio_id = 29888770 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29888770 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986217, 0.05555644557585648, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29888770_02-01-2026_13_08_59.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29888790, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29888791, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29888792, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29888793, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29888794, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29888795, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29888796, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29888797, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29888798, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29888799, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29888800, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29888801, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29889878 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4307383, 'mtr_portfolio_id': 29889878, 'created_at': datetime.datetime(2026, 1, 3, 5, 41, 30), 'result': '0.09911732814472843', 'result_long': None, 'result_double': None}] Qualite : 0.09911732814472843 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29889878 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29889878_03-01-2026_05_41_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29889878 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29889878_03-01-2026_05_41_30.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29889898, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29889899, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29889900, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29889901, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29889902, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29889903, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29889904, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29889905, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29889906, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29889907, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29889908, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29889909, 'pht': 3726}}" where mtr_portfolio_id = 29889878 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29889878 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986218, 0.09911732814472843, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29889878_03-01-2026_05_41_30.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29889898, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29889899, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29889900, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29889901, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29889902, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29889903, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29889904, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29889905, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29889906, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29889907, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29889908, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29889909, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29890060 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303090, 'mtr_portfolio_id': 29890060, 'created_at': datetime.datetime(2026, 1, 2, 13, 33, 58), 'result': '0.07105733348894742', 'result_long': None, 'result_double': None}] Qualite : 0.07105733348894742 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29890060 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29890060_02-01-2026_13_33_58.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29890060 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29890060_02-01-2026_13_33_58.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29890063, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29890064, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29890065, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29890066, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29890067, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29890068, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29890069, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29890070, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29890071, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29890072, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29890073, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29890074, 'pht': 3726}}" where mtr_portfolio_id = 29890060 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29890060 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986219, 0.07105733348894742, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29890060_02-01-2026_13_33_58.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29890063, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29890064, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29890065, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29890066, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29890067, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29890068, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29890069, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29890070, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29890071, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29890072, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29890073, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29890074, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29890504 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303142, 'mtr_portfolio_id': 29890504, 'created_at': datetime.datetime(2026, 1, 2, 13, 46, 56), 'result': '0.056420807414961145', 'result_long': None, 'result_double': None}] Qualite : 0.056420807414961145 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29890504 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29890504_02-01-2026_13_46_57.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29890504 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29890504_02-01-2026_13_46_57.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29890516, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29890517, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29890518, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29890519, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29890520, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29890521, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29890522, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29890523, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29890524, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29890525, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29890526, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29890527, 'pht': 3726}}" where mtr_portfolio_id = 29890504 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29890504 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986220, 0.056420807414961145, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29890504_02-01-2026_13_46_57.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29890516, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29890517, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29890518, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29890519, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29890520, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29890521, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29890522, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29890523, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29890524, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29890525, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29890526, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29890527, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29890924 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303188, 'mtr_portfolio_id': 29890924, 'created_at': datetime.datetime(2026, 1, 2, 14, 2, 58), 'result': '0.079831616121379', 'result_long': None, 'result_double': None}] Qualite : 0.079831616121379 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29890924 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29890924_02-01-2026_14_02_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29890924 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29890924_02-01-2026_14_02_59.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29890934, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29890935, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29890936, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29890937, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29890938, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29890939, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29890940, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29890941, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29890942, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29890943, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29890944, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29890945, 'pht': 3726}}" where mtr_portfolio_id = 29890924 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29890924 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986221, 0.079831616121379, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29890924_02-01-2026_14_02_59.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29890934, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29890935, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29890936, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29890937, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29890938, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29890939, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29890940, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29890941, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29890942, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29890943, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29890944, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29890945, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29891424 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303285, 'mtr_portfolio_id': 29891424, 'created_at': datetime.datetime(2026, 1, 2, 14, 16, 58), 'result': '0.046792705370101925', 'result_long': None, 'result_double': None}] Qualite : 0.046792705370101925 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29891424 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29891424_02-01-2026_14_16_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29891424 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29891424_02-01-2026_14_16_59.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29891433, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29891434, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29891435, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29891437, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29891438, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29891439, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29891440, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29891441, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29891442, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29891443, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29891444, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29891445, 'pht': 3726}}" where mtr_portfolio_id = 29891424 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29891424 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986222, 0.046792705370101925, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29891424_02-01-2026_14_16_59.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29891433, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29891434, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29891435, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29891437, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29891438, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29891439, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29891440, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29891441, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29891442, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29891443, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29891444, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29891445, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29892105 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303352, 'mtr_portfolio_id': 29892105, 'created_at': datetime.datetime(2026, 1, 2, 14, 35), 'result': '0.06105726088478828', 'result_long': None, 'result_double': None}] Qualite : 0.06105726088478828 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29892105 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29892105_02-01-2026_14_35_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29892105 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29892105_02-01-2026_14_35_00.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29892106, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29892107, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29892108, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29892109, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29892110, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29892111, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29892112, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29892113, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29892114, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29892115, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29892116, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29892117, 'pht': 3726}}" where mtr_portfolio_id = 29892105 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29892105 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986223, 0.06105726088478828, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29892105_02-01-2026_14_35_00.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29892106, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29892107, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29892108, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29892109, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29892110, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29892111, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29892112, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29892113, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29892114, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29892115, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29892116, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29892117, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29892650 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303427, 'mtr_portfolio_id': 29892650, 'created_at': datetime.datetime(2026, 1, 2, 14, 47, 1), 'result': '0.03527696537591814', 'result_long': None, 'result_double': None}] Qualite : 0.03527696537591814 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29892650 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29892650_02-01-2026_14_47_02.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29892650 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29892650_02-01-2026_14_47_02.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29892689, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29892690, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29892691, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29892692, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29892693, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29892694, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29892695, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29892696, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29892697, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29892698, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29892699, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29892700, 'pht': 3726}}" where mtr_portfolio_id = 29892650 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29892650 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986224, 0.03527696537591814, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29892650_02-01-2026_14_47_02.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29892689, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29892690, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29892691, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29892692, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29892693, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29892694, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29892695, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29892696, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29892697, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29892698, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29892699, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29892700, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29893171 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303493, 'mtr_portfolio_id': 29893171, 'created_at': datetime.datetime(2026, 1, 2, 15, 3), 'result': '0.045061703716999746', 'result_long': None, 'result_double': None}] Qualite : 0.045061703716999746 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29893171 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29893171_02-01-2026_15_03_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29893171 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29893171_02-01-2026_15_03_01.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29893172, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29893173, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29893174, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29893175, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29893176, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29893177, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29893178, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29893179, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29893180, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29893181, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29893182, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29893183, 'pht': 3726}}" where mtr_portfolio_id = 29893171 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29893171 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986225, 0.045061703716999746, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29893171_02-01-2026_15_03_01.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29893172, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29893173, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29893174, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29893175, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29893176, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29893177, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29893178, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29893179, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29893180, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29893181, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29893182, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29893183, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29893776 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303574, 'mtr_portfolio_id': 29893776, 'created_at': datetime.datetime(2026, 1, 2, 15, 18, 58), 'result': '0.07794110649306499', 'result_long': None, 'result_double': None}] Qualite : 0.07794110649306499 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29893776 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29893776_02-01-2026_15_18_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29893776 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29893776_02-01-2026_15_18_59.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29893817, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29893818, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29893819, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29893820, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29893821, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29893822, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29893823, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29893824, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29893825, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29893826, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29893827, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29893828, 'pht': 3726}}" where mtr_portfolio_id = 29893776 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29893776 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986226, 0.07794110649306499, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29893776_02-01-2026_15_18_59.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29893817, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29893818, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29893819, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29893820, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29893821, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29893822, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29893823, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29893824, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29893825, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29893826, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29893827, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29893828, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29894441 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303647, 'mtr_portfolio_id': 29894441, 'created_at': datetime.datetime(2026, 1, 2, 15, 36, 59), 'result': '0.08483958364526402', 'result_long': None, 'result_double': None}] Qualite : 0.08483958364526402 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29894441 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29894441_02-01-2026_15_36_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29894441 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29894441_02-01-2026_15_36_59.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29894449, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29894450, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29894451, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29894452, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29894453, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29894454, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29894455, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29894456, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29894457, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29894458, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29894459, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29894460, 'pht': 3726}}" where mtr_portfolio_id = 29894441 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29894441 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986227, 0.08483958364526402, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29894441_02-01-2026_15_36_59.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29894449, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29894450, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29894451, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29894452, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29894453, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29894454, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29894455, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29894456, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29894457, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29894458, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29894459, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29894460, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29895005 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303727, 'mtr_portfolio_id': 29895005, 'created_at': datetime.datetime(2026, 1, 2, 15, 48, 58), 'result': '0.0718212665345088', 'result_long': None, 'result_double': None}] Qualite : 0.0718212665345088 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29895005 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29895005_02-01-2026_15_48_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29895005 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29895005_02-01-2026_15_48_59.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29895061, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29895062, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29895063, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29895064, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29895065, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29895066, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29895067, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29895068, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29895069, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29895070, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29895071, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29895072, 'pht': 3726}}" where mtr_portfolio_id = 29895005 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29895005 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986228, 0.0718212665345088, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29895005_02-01-2026_15_48_59.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29895061, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29895062, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29895063, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29895064, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29895065, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29895066, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29895067, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29895068, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29895069, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29895070, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29895071, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29895072, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29895702 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303807, 'mtr_portfolio_id': 29895702, 'created_at': datetime.datetime(2026, 1, 2, 16, 3), 'result': '0.054649581136266466', 'result_long': None, 'result_double': None}] Qualite : 0.054649581136266466 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29895702 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29895702_02-01-2026_16_03_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29895702 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29895702_02-01-2026_16_03_01.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29895722, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29895723, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29895724, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29895725, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29895726, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29895727, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29895728, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29895729, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29895730, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29895731, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29895732, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29895733, 'pht': 3726}}" where mtr_portfolio_id = 29895702 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29895702 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986229, 0.054649581136266466, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29895702_02-01-2026_16_03_01.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29895722, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29895723, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29895724, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29895725, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29895726, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29895727, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29895728, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29895729, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29895730, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29895731, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29895732, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29895733, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29896238 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4303874, 'mtr_portfolio_id': 29896238, 'created_at': datetime.datetime(2026, 1, 2, 16, 21, 7), 'result': '0.05911623085800866', 'result_long': None, 'result_double': None}] Qualite : 0.05911623085800866 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29896238 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29896238_02-01-2026_16_21_08.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29896238 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29896238_02-01-2026_16_21_08.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29896312, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29896313, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29896314, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29896315, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29896316, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29896317, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29896318, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29896319, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29896320, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29896321, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29896322, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29896323, 'pht': 3726}}" where mtr_portfolio_id = 29896238 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29896238 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986230, 0.05911623085800866, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29896238_02-01-2026_16_21_08.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29896312, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29896313, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29896314, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29896315, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29896316, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29896317, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29896318, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29896319, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29896320, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29896321, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29896322, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29896323, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29897129 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304002, 'mtr_portfolio_id': 29897129, 'created_at': datetime.datetime(2026, 1, 2, 16, 32, 57), 'result': '0.03116362495641212', 'result_long': None, 'result_double': None}] Qualite : 0.03116362495641212 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29897129 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29897129_02-01-2026_16_32_58.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29897129 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29897129_02-01-2026_16_32_58.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29897136, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29897137, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29897138, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29897139, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29897140, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29897141, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29897142, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29897143, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29897144, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29897145, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29897146, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29897147, 'pht': 3726}}" where mtr_portfolio_id = 29897129 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29897129 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986231, 0.03116362495641212, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29897129_02-01-2026_16_32_58.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29897136, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29897137, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29897138, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29897139, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29897140, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29897141, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29897142, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29897143, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29897144, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29897145, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29897146, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29897147, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29897613 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304064, 'mtr_portfolio_id': 29897613, 'created_at': datetime.datetime(2026, 1, 2, 16, 46, 58), 'result': '0.06094242492538722', 'result_long': None, 'result_double': None}] Qualite : 0.06094242492538722 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29897613 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29897613_02-01-2026_16_46_58.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29897613 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29897613_02-01-2026_16_46_58.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29897618, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29897619, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29897620, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29897621, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29897622, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29897623, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29897624, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29897625, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29897626, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29897627, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29897628, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29897629, 'pht': 3726}}" where mtr_portfolio_id = 29897613 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29897613 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986232, 0.06094242492538722, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29897613_02-01-2026_16_46_58.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29897618, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29897619, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29897620, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29897621, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29897622, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29897623, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29897624, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29897625, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29897626, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29897627, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29897628, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29897629, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29898068 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304119, 'mtr_portfolio_id': 29898068, 'created_at': datetime.datetime(2026, 1, 2, 17, 2, 58), 'result': '0.045811819455751364', 'result_long': None, 'result_double': None}] Qualite : 0.045811819455751364 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29898068 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29898068_02-01-2026_17_02_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29898068 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29898068_02-01-2026_17_02_59.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29898083, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29898084, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29898085, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29898086, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29898087, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29898089, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29898090, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29898091, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29898092, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29898093, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29898094, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29898095, 'pht': 3726}}" where mtr_portfolio_id = 29898068 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29898068 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986233, 0.045811819455751364, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29898068_02-01-2026_17_02_59.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29898083, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29898084, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29898085, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29898086, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29898087, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29898089, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29898090, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29898091, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29898092, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29898093, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29898094, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29898095, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29898490 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304198, 'mtr_portfolio_id': 29898490, 'created_at': datetime.datetime(2026, 1, 2, 17, 18, 57), 'result': '0.05724271603098407', 'result_long': None, 'result_double': None}] Qualite : 0.05724271603098407 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29898490 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29898490_02-01-2026_17_18_57.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29898490 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29898490_02-01-2026_17_18_57.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29898516, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29898517, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29898518, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29898519, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29898520, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29898521, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29898522, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29898523, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29898524, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29898525, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29898526, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29898527, 'pht': 3726}}" where mtr_portfolio_id = 29898490 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29898490 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986234, 0.05724271603098407, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29898490_02-01-2026_17_18_57.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29898516, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29898517, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29898518, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29898519, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29898520, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29898521, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29898522, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29898523, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29898524, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29898525, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29898526, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29898527, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29899168 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304283, 'mtr_portfolio_id': 29899168, 'created_at': datetime.datetime(2026, 1, 2, 17, 52, 29), 'result': '0.04271108041213191', 'result_long': None, 'result_double': None}] Qualite : 0.04271108041213191 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29899168 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29899168_02-01-2026_17_52_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29899168 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29899168_02-01-2026_17_52_30.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29899177, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29899178, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29899179, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29899180, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29899181, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29899182, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29899183, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29899184, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29899185, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29899186, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29899187, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29899188, 'pht': 3726}}" where mtr_portfolio_id = 29899168 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29899168 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986235, 0.04271108041213191, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29899168_02-01-2026_17_52_30.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29899177, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29899178, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29899179, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29899180, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29899181, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29899182, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29899183, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29899184, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29899185, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29899186, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29899187, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29899188, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29900303 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304452, 'mtr_portfolio_id': 29900303, 'created_at': datetime.datetime(2026, 1, 2, 18, 17), 'result': '0.06912347675507098', 'result_long': None, 'result_double': None}] Qualite : 0.06912347675507098 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29900303 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29900303_02-01-2026_18_17_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29900303 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29900303_02-01-2026_18_17_01.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29900308, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29900309, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29900310, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29900311, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29900312, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29900313, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29900314, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29900315, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29900316, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29900317, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29900318, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29900319, 'pht': 3726}}" where mtr_portfolio_id = 29900303 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29900303 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986236, 0.06912347675507098, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29900303_02-01-2026_18_17_01.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29900308, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29900309, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29900310, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29900311, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29900312, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29900313, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29900314, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29900315, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29900316, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29900317, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29900318, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29900319, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29900838 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304501, 'mtr_portfolio_id': 29900838, 'created_at': datetime.datetime(2026, 1, 2, 18, 32, 59), 'result': '0.052012152644834456', 'result_long': None, 'result_double': None}] Qualite : 0.052012152644834456 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29900838 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29900838_02-01-2026_18_32_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29900838 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29900838_02-01-2026_18_32_59.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29900849, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29900850, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29900851, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29900852, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29900853, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29900854, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29900855, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29900856, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29900857, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29900858, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29900859, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29900860, 'pht': 3726}}" where mtr_portfolio_id = 29900838 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29900838 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986237, 0.052012152644834456, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29900838_02-01-2026_18_32_59.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29900849, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29900850, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29900851, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29900852, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29900853, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29900854, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29900855, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29900856, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29900857, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29900858, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29900859, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29900860, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29901388 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304569, 'mtr_portfolio_id': 29901388, 'created_at': datetime.datetime(2026, 1, 2, 18, 46, 31), 'result': '0.05494588966590225', 'result_long': None, 'result_double': None}] Qualite : 0.05494588966590225 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29901388 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29901388_02-01-2026_18_46_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29901388 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29901388_02-01-2026_18_46_31.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29901413, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29901414, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29901415, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29901416, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29901417, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29901418, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29901419, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29901420, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29901421, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29901422, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29901423, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29901424, 'pht': 3726}}" where mtr_portfolio_id = 29901388 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29901388 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986238, 0.05494588966590225, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29901388_02-01-2026_18_46_31.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29901413, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29901414, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29901415, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29901416, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29901417, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29901418, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29901419, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29901420, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29901421, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29901422, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29901423, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29901424, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29901916 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304644, 'mtr_portfolio_id': 29901916, 'created_at': datetime.datetime(2026, 1, 2, 19, 4, 58), 'result': '0.03951752090233809', 'result_long': None, 'result_double': None}] Qualite : 0.03951752090233809 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29901916 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29901916_02-01-2026_19_04_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29901916 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29901916_02-01-2026_19_04_59.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29901936, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29901937, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29901938, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29901939, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29901940, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29901941, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29901942, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29901943, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29901944, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29901945, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29901946, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29901947, 'pht': 3726}}" where mtr_portfolio_id = 29901916 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29901916 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986239, 0.03951752090233809, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29901916_02-01-2026_19_04_59.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29901936, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29901937, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29901938, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29901939, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29901940, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29901941, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29901942, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29901943, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29901944, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29901945, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29901946, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29901947, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29902501 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304731, 'mtr_portfolio_id': 29902501, 'created_at': datetime.datetime(2026, 1, 2, 19, 19, 1), 'result': '0.06561308362454339', 'result_long': None, 'result_double': None}] Qualite : 0.06561308362454339 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29902501 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29902501_02-01-2026_19_19_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29902501 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29902501_02-01-2026_19_19_01.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29902545, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29902546, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29902547, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29902548, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29902549, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29902550, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29902551, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29902552, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29902553, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29902554, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29902555, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29902556, 'pht': 3726}}" where mtr_portfolio_id = 29902501 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29902501 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986240, 0.06561308362454339, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29902501_02-01-2026_19_19_01.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29902545, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29902546, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29902547, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29902548, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29902549, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29902550, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29902551, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29902552, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29902553, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29902554, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29902555, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29902556, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29903031 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304799, 'mtr_portfolio_id': 29903031, 'created_at': datetime.datetime(2026, 1, 2, 19, 32, 59), 'result': '0.05133018317967559', 'result_long': None, 'result_double': None}] Qualite : 0.05133018317967559 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29903031 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29903031_02-01-2026_19_32_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29903031 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29903031_02-01-2026_19_32_59.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29903045, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29903047, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29903048, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29903049, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29903050, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29903051, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29903052, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29903053, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29903054, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29903055, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29903056, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29903057, 'pht': 3726}}" where mtr_portfolio_id = 29903031 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29903031 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986241, 0.05133018317967559, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29903031_02-01-2026_19_32_59.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29903045, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29903047, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29903048, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29903049, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29903050, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29903051, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29903052, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29903053, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29903054, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29903055, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29903056, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29903057, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29903494 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304882, 'mtr_portfolio_id': 29903494, 'created_at': datetime.datetime(2026, 1, 2, 19, 46, 58), 'result': '0.06064402395390294', 'result_long': None, 'result_double': None}] Qualite : 0.06064402395390294 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29903494 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29903494_02-01-2026_19_46_58.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29903494 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29903494_02-01-2026_19_46_58.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29903530, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29903531, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29903532, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29903533, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29903534, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29903535, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29903536, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29903537, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29903538, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29903539, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29903540, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29903541, 'pht': 3726}}" where mtr_portfolio_id = 29903494 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29903494 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986242, 0.06064402395390294, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29903494_02-01-2026_19_46_58.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29903530, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29903531, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29903532, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29903533, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29903534, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29903535, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29903536, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29903537, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29903538, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29903539, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29903540, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29903541, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29904110 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4304967, 'mtr_portfolio_id': 29904110, 'created_at': datetime.datetime(2026, 1, 2, 20, 2, 57), 'result': '0.06587742889826728', 'result_long': None, 'result_double': None}] Qualite : 0.06587742889826728 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29904110 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29904110_02-01-2026_20_02_57.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29904110 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29904110_02-01-2026_20_02_57.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29904142, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29904143, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29904144, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29904145, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29904146, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29904147, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29904148, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29904149, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29904150, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29904151, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29904152, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29904153, 'pht': 3726}}" where mtr_portfolio_id = 29904110 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29904110 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986243, 0.06587742889826728, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29904110_02-01-2026_20_02_57.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29904142, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29904143, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29904144, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29904145, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29904146, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29904147, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29904148, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29904149, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29904150, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29904151, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29904152, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29904153, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29904812 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4305107, 'mtr_portfolio_id': 29904812, 'created_at': datetime.datetime(2026, 1, 2, 20, 19, 1), 'result': '0.06330056276896624', 'result_long': None, 'result_double': None}] Qualite : 0.06330056276896624 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29904812 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29904812_02-01-2026_20_19_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29904812 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29904812_02-01-2026_20_19_01.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29904842, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29904843, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29904844, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29904845, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29904847, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29904848, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29904849, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29904850, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29904851, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29904852, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29904853, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29904854, 'pht': 3726}}" where mtr_portfolio_id = 29904812 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29904812 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986244, 0.06330056276896624, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29904812_02-01-2026_20_19_01.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29904842, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29904843, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29904844, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29904845, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29904847, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29904848, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29904849, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29904850, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29904851, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29904852, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29904853, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29904854, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29905479 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4305182, 'mtr_portfolio_id': 29905479, 'created_at': datetime.datetime(2026, 1, 2, 20, 33), 'result': '0.049568554370176744', 'result_long': None, 'result_double': None}] Qualite : 0.049568554370176744 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29905479 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29905479_02-01-2026_20_33_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29905479 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29905479_02-01-2026_20_33_01.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29905521, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29905522, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29905523, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29905524, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29905525, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29905526, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29905527, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29905528, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29905529, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29905530, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29905531, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29905532, 'pht': 3726}}" where mtr_portfolio_id = 29905479 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29905479 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986245, 0.049568554370176744, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29905479_02-01-2026_20_33_01.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29905521, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29905522, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29905523, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29905524, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29905525, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29905526, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29905527, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29905528, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29905529, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29905530, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29905531, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29905532, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29905988 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4305259, 'mtr_portfolio_id': 29905988, 'created_at': datetime.datetime(2026, 1, 2, 21, 24, 59), 'result': '0.038620115929746866', 'result_long': None, 'result_double': None}] Qualite : 0.038620115929746866 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29905988 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29905988_02-01-2026_21_25_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29905988 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29905988_02-01-2026_21_25_00.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29906014, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29906015, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29906016, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29906017, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29906018, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29906019, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29906020, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29906021, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29906022, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29906023, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29906024, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29906025, 'pht': 3726}}" where mtr_portfolio_id = 29905988 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29905988 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986246, 0.038620115929746866, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29905988_02-01-2026_21_25_00.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29906014, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29906015, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29906016, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29906017, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29906018, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29906019, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29906020, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29906021, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29906022, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29906023, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29906024, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29906025, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29907537 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4305486, 'mtr_portfolio_id': 29907537, 'created_at': datetime.datetime(2026, 1, 2, 21, 35, 1), 'result': '0.03157986921880527', 'result_long': None, 'result_double': None}] Qualite : 0.03157986921880527 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29907537 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29907537_02-01-2026_21_35_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29907537 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29907537_02-01-2026_21_35_01.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29907545, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29907546, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29907547, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29907548, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29907549, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29907550, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29907551, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29907552, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29907553, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29907554, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29907555, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29907556, 'pht': 3726}}" where mtr_portfolio_id = 29907537 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29907537 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986247, 0.03157986921880527, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29907537_02-01-2026_21_35_01.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29907545, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29907546, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29907547, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29907548, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29907549, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29907550, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29907551, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29907552, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29907553, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29907554, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29907555, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29907556, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29907711 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4305510, 'mtr_portfolio_id': 29907711, 'created_at': datetime.datetime(2026, 1, 2, 21, 48, 59), 'result': '0.06332027679145667', 'result_long': None, 'result_double': None}] Qualite : 0.06332027679145667 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29907711 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29907711_02-01-2026_21_48_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29907711 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29907711_02-01-2026_21_48_59.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29907716, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29907717, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29907718, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29907719, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29907720, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29907721, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29907722, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29907723, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29907724, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29907725, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29907726, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29907727, 'pht': 3726}}" where mtr_portfolio_id = 29907711 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29907711 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986248, 0.06332027679145667, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29907711_02-01-2026_21_48_59.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29907716, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29907717, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29907718, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29907719, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29907720, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29907721, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29907722, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29907723, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29907724, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29907725, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29907726, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29907727, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29908158 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4305561, 'mtr_portfolio_id': 29908158, 'created_at': datetime.datetime(2026, 1, 2, 22, 2, 59), 'result': '0.03867376145840559', 'result_long': None, 'result_double': None}] Qualite : 0.03867376145840559 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29908158 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29908158_02-01-2026_22_03_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29908158 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29908158_02-01-2026_22_03_00.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29908163, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29908164, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29908165, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29908166, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29908167, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29908168, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29908169, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29908170, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29908171, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29908172, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29908173, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29908174, 'pht': 3726}}" where mtr_portfolio_id = 29908158 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29908158 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986249, 0.03867376145840559, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29908158_02-01-2026_22_03_00.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29908163, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29908164, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29908165, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29908166, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29908167, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29908168, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29908169, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29908170, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29908171, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29908172, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29908173, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29908174, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29908576 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4305621, 'mtr_portfolio_id': 29908576, 'created_at': datetime.datetime(2026, 1, 2, 22, 35), 'result': '0.06987271778908716', 'result_long': None, 'result_double': None}] Qualite : 0.06987271778908716 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29908576 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29908576_02-01-2026_22_35_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29908576 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29908576_02-01-2026_22_35_00.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29908616, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29908617, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29908618, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29908619, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29908620, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29908621, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29908622, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29908623, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29908624, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29908625, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29908626, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29908627, 'pht': 3726}}" where mtr_portfolio_id = 29908576 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29908576 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986250, 0.06987271778908716, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29908576_02-01-2026_22_35_00.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29908616, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29908617, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29908618, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29908619, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29908620, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29908621, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29908622, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29908623, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29908624, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29908625, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29908626, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29908627, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29909326 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4305734, 'mtr_portfolio_id': 29909326, 'created_at': datetime.datetime(2026, 1, 2, 22, 46, 30), 'result': '0.027830287894983985', 'result_long': None, 'result_double': None}] Qualite : 0.027830287894983985 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29909326 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29909326_02-01-2026_22_46_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29909326 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29909326_02-01-2026_22_46_30.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29909337, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29909338, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29909339, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29909340, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29909341, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29909342, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29909343, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29909344, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29909345, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29909346, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29909347, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29909348, 'pht': 3726}}" where mtr_portfolio_id = 29909326 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29909326 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986251, 0.027830287894983985, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29909326_02-01-2026_22_46_30.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29909337, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29909338, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29909339, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29909340, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29909341, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29909342, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29909343, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29909344, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29909345, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29909346, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29909347, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29909348, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29909754 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4305793, 'mtr_portfolio_id': 29909754, 'created_at': datetime.datetime(2026, 1, 2, 23, 3), 'result': '0.043728545745057315', 'result_long': None, 'result_double': None}] Qualite : 0.043728545745057315 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29909754 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29909754_02-01-2026_23_03_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29909754 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29909754_02-01-2026_23_03_00.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29909758, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29909759, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29909760, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29909761, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29909762, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29909763, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29909764, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29909765, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29909766, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29909767, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29909768, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29909769, 'pht': 3726}}" where mtr_portfolio_id = 29909754 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29909754 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986252, 0.043728545745057315, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29909754_02-01-2026_23_03_00.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29909758, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29909759, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29909760, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29909761, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29909762, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29909763, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29909764, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29909765, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29909766, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29909767, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29909768, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29909769, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29910256 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4305943, 'mtr_portfolio_id': 29910256, 'created_at': datetime.datetime(2026, 1, 2, 23, 16, 59), 'result': '0.04271603229990521', 'result_long': None, 'result_double': None}] Qualite : 0.04271603229990521 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29910256 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29910256_02-01-2026_23_17_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29910256 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29910256_02-01-2026_23_17_00.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29910282, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29910283, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29910284, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29910285, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29910286, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29910287, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29910288, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29910289, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29910290, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29910291, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29910292, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29910293, 'pht': 3726}}" where mtr_portfolio_id = 29910256 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29910256 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986253, 0.04271603229990521, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29910256_02-01-2026_23_17_00.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29910282, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29910283, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29910284, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29910285, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29910286, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29910287, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29910288, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29910289, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29910290, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29910291, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29910292, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29910293, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29911005 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4306003, 'mtr_portfolio_id': 29911005, 'created_at': datetime.datetime(2026, 1, 2, 23, 32, 58), 'result': '0.0598534229773076', 'result_long': None, 'result_double': None}] Qualite : 0.0598534229773076 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29911005 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29911005_02-01-2026_23_32_58.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29911005 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29911005_02-01-2026_23_32_58.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29911018, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29911019, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29911020, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29911021, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29911022, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29911023, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29911024, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29911025, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29911027, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29911029, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29911031, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29911033, 'pht': 3726}}" where mtr_portfolio_id = 29911005 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29911005 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986254, 0.0598534229773076, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29911005_02-01-2026_23_32_58.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29911018, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29911019, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29911020, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29911021, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29911022, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29911023, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29911024, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29911025, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29911027, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29911029, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29911031, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29911033, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29911853 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4306072, 'mtr_portfolio_id': 29911853, 'created_at': datetime.datetime(2026, 1, 2, 23, 49, 28), 'result': '0.04800628313011301', 'result_long': None, 'result_double': None}] Qualite : 0.04800628313011301 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29911853 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29911853_02-01-2026_23_49_29.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29911853 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29911853_02-01-2026_23_49_29.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29911857, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29911858, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29911859, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29911860, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29911861, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29911862, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29911863, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29911864, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29911865, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29911866, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29911868, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29911869, 'pht': 3726}}" where mtr_portfolio_id = 29911853 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29911853 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986255, 0.04800628313011301, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29911853_02-01-2026_23_49_29.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29911857, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29911858, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29911859, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29911860, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29911861, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29911862, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29911863, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29911864, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29911865, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29911866, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29911868, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29911869, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29912568 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4306131, 'mtr_portfolio_id': 29912568, 'created_at': datetime.datetime(2026, 1, 3, 1, 18, 29), 'result': '0.0456784653623209', 'result_long': None, 'result_double': None}] Qualite : 0.0456784653623209 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29912568 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29912568_03-01-2026_01_18_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29912568 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29912568_03-01-2026_01_18_30.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29912572, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29912573, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29912574, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29912575, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29912576, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29912577, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29912578, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29912579, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29912580, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29912581, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29912582, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29912583, 'pht': 3726}}" where mtr_portfolio_id = 29912568 and dashboard_run_id = 2843968 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29912568 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18986256, 0.0456784653623209, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29912568_03-01-2026_01_18_30.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29912572, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29912573, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29912574, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29912575, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29912576, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29912577, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29912578, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29912579, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29912580, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29912581, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29912582, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29912583, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29875698,29875852,29876194,29876652,29876801,29877372,29878166,29879046,29879603,29880964,29882264,29882750,29883285,29883844,29885052,29885399,29886087,29886560,29887236,29887673,29888232,29888770,29889878,29890060,29890504,29890924,29891424,29892105,29892650,29893171,29893776,29894441,29895005,29895702,29896238,29897129,29897613,29898068,29898490,29899168,29900303,29900838,29901388,29901916,29902501,29903031,29903494,29904110,29904812,29905479,29905988,29907537,29907711,29908158,29908576,29909326,29909754,29910256,29911005,29911853,29912568) result : ((1402107997,), (1402108121,), (1402108122,), (1402108136,), (1402108137,), (1402108139,), (1402108157,), (1402108158,), (1402108174,), (1402108176,), (1402108178,), (1402108195,), (1402108197,), (1402108198,), (1402108199,), (1402108223,), (1402108221,), (1402108243,), (1402108244,), (1402108245,), (1402108246,), (1402108250,), (1402108280,), (1402108282,), (1402108284,), (1402108309,), (1402108310,), (1402108311,), (1402108312,), (1402108316,), (1402108342,), (1402108344,), (1402108346,), (1402108349,), (1402108352,), (1402108355,), (1402108362,), (1402108363,), (1402108364,), (1402108369,), (1402108371,), (1402108372,), (1402108396,), (1402108397,), (1402108398,), (1402108399,), (1402108417,), (1402108419,), (1402108440,), (1402108441,), (1402108442,), (1402108464,), (1402108466,), (1402108489,), (1402108491,), (1402108493,), (1402108495,), (1402108499,), (1402108515,), (1402108517,), (1402108518,), (1402108519,), (1402108546,), (1402108547,), (1402108549,), (1402108552,), (1402108555,), (1402108568,), (1402108570,), (1402108572,), (1402108601,), (1402108603,), (1402108628,), (1402108625,), (1402108626,), (1402108646,), (1402108648,), (1402108665,), (1402108666,), (1402108690,), (1402108691,), (1402108693,), (1402108717,), (1402108718,), (1402108719,), (1402108744,), (1402108746,), (1402108769,), (1402108771,), (1402108774,), (1402108794,), (1402108798,), (1402108801,), (1402108805,), (1402108809,), (1402108819,), (1402108821,), (1402108823,), (1402108846,), (1402108847,), (1402108848,), (1402108849,), (1402108851,), (1402108853,), (1402108872,), (1402108874,), (1402108876,), (1402108897,), (1402108899,), (1402108900,), (1402108902,), (1402108924,), (1402109147,), (1402109145,), (1402109179,), (1402109180,), (1402109198,), (1402109199,), (1402109200,), (1402109221,), (1402109223,), (1402109224,), (1402109237,), (1402109239,), (1402109242,), (1402109245,), (1402109261,), (1402109264,), (1402109268,), (1402109273,), (1402109277,), (1402109308,), (1402109344,), (1402109388,), (1402110195,), (1402110146,), (1402110174,), (1402110184,), (1402110362,), (1402110363,), (1402110364,), (1402110365,), (1402110367,), (1402110382,), (1402110384,), (1402110387,), (1402110391,), (1402110408,), (1402110410,), (1402110412,), (1402110415,), (1402110438,), (1402110441,), (1402110442,), (1402110444,), (1402110616,), (1402110632,), (1402110636,), (1402110638,), (1402110642,), (1402110655,), (1402110657,), (1402110678,), (1402110679,), (1402110680,), (1402110682,), (1402110697,), (1402110699,), (1402110711,), (1402110830,), (1402110835,), (1402110846,), (1402110854,), (1402110883,), (1402110887,), (1402110889,), (1402110902,), (1402110950,), (1402110954,), (1402110977,), (1402110978,), (1402110980,), (1402110982,), (1402110985,), (1402110988,), (1402111007,), (1402111009,), (1402111012,), (1402111015,), (1402111035,), (1402111037,), (1402111039,), (1402111041,), (1402111043,), (1402111079,), (1402111074,), (1402111075,), (1402111077,), (1402111095,), (1402111097,), (1402111104,), (1402111131,), (1402111142,), (1402111174,), (1402111211,), (1402111246,), (1402111324,), (1402111325,), (1402111326,), (1402111328,), (1402111332,), (1402111448,), (1402111463,), (1402111466,), (1402111526,), (1402111568,), (1402111601,), (1402111671,), (1402111677,), (1402111712,), (1402111736,), (1402111737,), (1402111741,), (1402111773,), (1402111775,), (1402111777,), (1402111779,), (1402111783,), (1402111858,), (1402111890,), (1402111901,), (1402111915,), (1402112101,), (1402112143,), (1402112173,), (1402112206,), (1402112304,), (1402112305,), (1402112306,), (1402112323,), (1402112325,), (1402112327,), (1402112329,), (1402112353,), (1402112354,), (1402112356,), (1402112368,), (1402112734,), (1402112736,), (1402112737,), (1402112759,), (1402112790,), (1402113028,), (1402113069,), (1402113083,), (1402113084,), (1402113146,), (1402113153,), (1402113165,), (1402113223,), (1402113213,), (1402113214,), (1402113216,), (1402113219,), (1402113433,), (1402113512,), (1402113520,), (1402113560,), (1402113576,), (1402113658,), (1402113659,), (1402113661,), (1402113684,), (1402113712,), (1402113714,), (1402113717,), (1402113736,), (1402113745,), (1402113967,), (1402113969,), (1402113971,), (1402114131,), (1402114174,), (1402114175,), (1402114216,), (1402114302,), (1402114303,), (1402114305,), (1402114307,), (1402114617,), (1402114644,), (1402114648,), (1402114652,), (1402114687,), (1402114712,), (1402114741,), (1402114743,), (1402114761,), (1402114846,), (1402114848,), (1402114850,), (1402114853,), (1402114867,), (1402114869,), (1402114877,), (1402115241,), (1402115256,), (1402115288,), (1402115306,), (1402115325,), (1402115326,), (1402115328,), (1402115331,), (1402115445,), (1402115447,), (1402115471,), (1402115499,), (1402115500,), (1402115503,), (1402115504,), (1402115508,), (1402115545,), (1402115532,), (1402115534,), (1402115537,), (1402115539,), (1402115542,), (1402115734,), (1402115735,), (1402115767,), (1402116105,), (1402116106,), (1402116108,), (1402116110,), (1402116138,), (1402116139,), (1402116141,), (1402116142,), (1402116162,), (1402116164,), (1402116167,), (1402116186,), (1402116340,), (1402116356,), (1402116357,), (1402116360,), (1402116398,), (1402116400,), (1402116424,), (1402116425,), (1402116426,), (1402116428,), (1402116443,), (1402116445,), (1402116447,), (1402116475,), (1402116476,), (1402116478,), (1402116480,), 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(1402226945,), (1402227051,), (1402227438,), (1402227545,), (1402227639,), (1402227747,), (1402227845,), (1402228742,)) NUMBER BATCH : 0 # DISPLAY ALL COLLECTED DATA : {'02012026': {'nb_upload': 14, 'nb_taggue_class': 0, 'nb_taggue_densite': 0}} After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29889878]) Inside saveOutput : final : True verbose : True saveOutput not yet implemented for datou_step.type : split_time_score we use saveGeneral [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756] map_info['map_portfolio_photo'] : {29889878: [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756]} final : True mtd_id 4302 list_pids : [1402152148, 1402152105, 1402152078, 1402152076, 1402152075, 1402152074, 1402152056, 1402152053, 1402152051, 1402152050, 1402152032, 1402151917, 1402151801, 1402151756] Looping around the photos to save general results len do output : 1 /29889878Didn't retrieve data . before output type Here is an output not treated by saveGeneral : Managing all output in save final without adding information in the mtr_datou_result ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152148', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152105', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152078', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152076', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152075', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152074', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152056', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152053', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152051', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152050', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402152032', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151917', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151801', None, None, None, None, None, '4307383') ('4302', None, None, None, None, None, None, None, '4307383') ('4302', '29889878', '1402151756', None, None, None, None, None, '4307383') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 15 insert ignore into MTRPhoto.mtr_datou_result (mtd_id, mtr_portfolio_id,mtr_photo_id,result,result_long,result_double,hashtag_id,proba, mtr_current_id) values (%s,%s,%s,%s,%s,%s,%s,%s,%s) on duplicate key update mtr_portfolio_id = mtr_portfolio_id list_values : [('4302', None, '29889878', 'None', None, None, None, None, '4307383'), ('4302', '29889878', '1402152148', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152105', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152078', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152076', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152075', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152074', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152056', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152053', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152051', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152050', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402152032', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402151917', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402151801', None, None, None, None, None, '4307383'), ('4302', '29889878', '1402151756', None, None, None, None, None, '4307383')] time used for this insertion : 0.019255638122558594 save_final save missing photos in datou_result : time spend for datou_step_exec : 6.766043186187744 time spend to save output : 0.019527673721313477 total time spend for step 5 : 6.785570859909058 caffe_path_current : About to save ! 2 After save, about to update current ! ret : 2 len(input) + len(total_photo_id_missing) : 1 set_done_treatment DELETE from MTRPhoto.mtr_datou_current where id in (4307383) 2.39user 2.16system 0:16.09elapsed 28%CPU (0avgtext+0avgdata 167688maxresident)k 280inputs+13072outputs (15major+79472minor)pagefaults 0swaps