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 : 286023 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 (4325773) updating current state to 1 UPDATE MTRPhoto.mtr_datou_current SET state=1, hostname='marlene' WHERE id in (4325773) SELECT count(*) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046151 AND hide_status = 0 list_input_json: [] Current got : datou_id : 4302, datou_cur_ids : ['4325773'] with mtr_portfolio_ids : ['30046151'] and first list_photo_ids : [] new path : /proc/286023/ Name: python3 Umask: 0002 State: R (running) Tgid: 286023 Ngid: 0 Pid: 286023 PPid: 286022 TracerPid: 0 Uid: 1006 1006 1006 1006 Gid: 1009 1009 1009 1009 FDSize: 64 Groups: 27 1009 1026 NStgid: 286023 NSpid: 286023 NSpgid: 284308 NSsid: 284308 VmPeak: 1113364 kB VmSize: 1113364 kB VmLck: 0 kB VmPin: 0 kB VmHWM: 104076 kB VmRSS: 104076 kB RssAnon: 66304 kB RssFile: 37772 kB RssShmem: 0 kB VmData: 872092 kB VmStk: 132 kB VmExe: 2644 kB VmLib: 130476 kB VmPTE: 620 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: 44 nonvoluntary_ctxt_switches: 96 {'Name': 'python3', 'Umask': '0002', 'State': 'R (running)', 'Tgid': '286023', 'Ngid': '0', 'Pid': '286023', 'PPid': '286022', 'TracerPid': '0', 'Uid': '1006,1006,1006,1006', 'Gid': '1009,1009,1009,1009', 'FDSize': '64', 'Groups': '27 1009 1026', 'NStgid': '286023', 'NSpid': '286023', 'NSpgid': '284308', 'NSsid': '284308', 'VmPeak': '1113364 kB', 'VmSize': '1113364 kB', 'VmLck': '0 kB', 'VmPin': '0 kB', 'VmHWM': '104076 kB', 'VmRSS': '104076 kB', 'RssAnon': '66304 kB', 'RssFile': '37772 kB', 'RssShmem': '0 kB', 'VmData': '872092 kB', 'VmStk': '132 kB', 'VmExe': '2644 kB', 'VmLib': '130476 kB', 'VmPTE': '620 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': '44', 'nonvoluntary_ctxt_switches': '96'} ('datou_batch_current', '286023', '1113364', '0', '1113364', '872092', '104076', b'', 'marlene', '4325773') 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 (30046151) 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 (4325773 ) ) 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 (30046151) AND hide_status = 0 ORDER by mtr_photo_id desc LIMIT 0, 200 list_result: [{'photo_id': 1402922930, 'portfolio_id': 30046151}, {'photo_id': 1402922927, 'portfolio_id': 30046151}, {'photo_id': 1402922925, 'portfolio_id': 30046151}, {'photo_id': 1402922924, 'portfolio_id': 30046151}, {'photo_id': 1402922923, 'portfolio_id': 30046151}, {'photo_id': 1402922904, 'portfolio_id': 30046151}, {'photo_id': 1402922903, 'portfolio_id': 30046151}, {'photo_id': 1402922880, 'portfolio_id': 30046151}, {'photo_id': 1402922877, 'portfolio_id': 30046151}, {'photo_id': 1402922875, 'portfolio_id': 30046151}, {'photo_id': 1402922873, 'portfolio_id': 30046151}, {'photo_id': 1402922871, 'portfolio_id': 30046151}, {'photo_id': 1402922864, 'portfolio_id': 30046151}, {'photo_id': 1402922861, 'portfolio_id': 30046151}, {'photo_id': 1402922858, 'portfolio_id': 30046151}, {'photo_id': 1402922855, 'portfolio_id': 30046151}, {'photo_id': 1402922825, 'portfolio_id': 30046151}, {'photo_id': 1402922821, 'portfolio_id': 30046151}, {'photo_id': 1402922818, 'portfolio_id': 30046151}, {'photo_id': 1402922816, 'portfolio_id': 30046151}, {'photo_id': 1402922814, 'portfolio_id': 30046151}, {'photo_id': 1402922790, 'portfolio_id': 30046151}, {'photo_id': 1402922788, 'portfolio_id': 30046151}, {'photo_id': 1402922786, 'portfolio_id': 30046151}, {'photo_id': 1402922779, 'portfolio_id': 30046151}, {'photo_id': 1402922777, 'portfolio_id': 30046151}, {'photo_id': 1402922775, 'portfolio_id': 30046151}, {'photo_id': 1402922773, 'portfolio_id': 30046151}, {'photo_id': 1402922770, 'portfolio_id': 30046151}, {'photo_id': 1402922769, 'portfolio_id': 30046151}, {'photo_id': 1402922767, 'portfolio_id': 30046151}, {'photo_id': 1402922764, 'portfolio_id': 30046151}, {'photo_id': 1402922762, 'portfolio_id': 30046151}, {'photo_id': 1402922759, 'portfolio_id': 30046151}, {'photo_id': 1402922711, 'portfolio_id': 30046151}, {'photo_id': 1402922708, 'portfolio_id': 30046151}, {'photo_id': 1402922705, 'portfolio_id': 30046151}, {'photo_id': 1402922702, 'portfolio_id': 30046151}, {'photo_id': 1402922699, 'portfolio_id': 30046151}, {'photo_id': 1402922697, 'portfolio_id': 30046151}, {'photo_id': 1402922687, 'portfolio_id': 30046151}, {'photo_id': 1402922685, 'portfolio_id': 30046151}, {'photo_id': 1402922682, 'portfolio_id': 30046151}, {'photo_id': 1402922680, 'portfolio_id': 30046151}, {'photo_id': 1402922678, 'portfolio_id': 30046151}] map_portfolio_id_photo_id: {30046151: [1402922930, 1402922927, 1402922925, 1402922924, 1402922923, 1402922904, 1402922903, 1402922880, 1402922877, 1402922875, 1402922873, 1402922871, 1402922864, 1402922861, 1402922858, 1402922855, 1402922825, 1402922821, 1402922818, 1402922816, 1402922814, 1402922790, 1402922788, 1402922786, 1402922779, 1402922777, 1402922775, 1402922773, 1402922770, 1402922769, 1402922767, 1402922764, 1402922762, 1402922759, 1402922711, 1402922708, 1402922705, 1402922702, 1402922699, 1402922697, 1402922687, 1402922685, 1402922682, 1402922680, 1402922678]} ##### 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 : 0.019076108932495117 #### 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 Thu Jan 8 06:40:57 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 (30046151) 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 : 30046151 get user id for portfolio 30046151 get sub ptf for main ptf 30046151, type 3726 and hashtags ['cartonnette', 'kraft', 'mal_croppe', 'autre_refus', 'Carton_gris', 'Teint_Dans_La_Masse', 'flou', 'environnement', 'papier', 'plastique', 'metal', 'Carton_brun'] 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`=30046151 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('cartonnette','kraft','mal_croppe','autre_refus','Carton_gris','Teint_Dans_La_Masse','flou','environnement','papier','plastique','metal','Carton_brun')) 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`=30046151 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('cartonnette','kraft','mal_croppe','autre_refus','Carton_gris','Teint_Dans_La_Masse','flou','environnement','papier','plastique','metal','Carton_brun')) AND mptpi.`min_score`=0.5 To do returned map {'metal': {'main_port_id': 30046151, 'sub_port_id': 30046168, 'hashtag': 'metal', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568788, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'autre_refus': {'main_port_id': 30046151, 'sub_port_id': 30046169, 'hashtag': 'autre_refus', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568789, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'Carton_gris': {'main_port_id': 30046151, 'sub_port_id': 30046170, 'hashtag': 'Carton_gris', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568790, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'Teint_Dans_La_Masse': {'main_port_id': 30046151, 'sub_port_id': 30046171, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568791, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'environnement': {'main_port_id': 30046151, 'sub_port_id': 30046172, 'hashtag': 'environnement', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568792, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'Carton_brun': {'main_port_id': 30046151, 'sub_port_id': 30046173, 'hashtag': 'Carton_brun', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568793, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'plastique': {'main_port_id': 30046151, 'sub_port_id': 30046174, 'hashtag': 'plastique', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568794, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'cartonnette': {'main_port_id': 30046151, 'sub_port_id': 30046175, 'hashtag': 'cartonnette', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568795, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'mal_croppe': {'main_port_id': 30046151, 'sub_port_id': 30046176, 'hashtag': 'mal_croppe', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568796, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'flou': {'main_port_id': 30046151, 'sub_port_id': 30046177, 'hashtag': 'flou', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568797, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'kraft': {'main_port_id': 30046151, 'sub_port_id': 30046178, 'hashtag': 'kraft', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568798, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}, 'papier': {'main_port_id': 30046151, 'sub_port_id': 30046179, 'hashtag': 'papier', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568799, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 32, 58)}} insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30046168 , 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=30046151 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 (30046168) result : ((1402922812,),) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046169 , 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=30046151 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 (30046169) result : ((1402922806,), (1402922918,), (1402922919,), (1402922937,), (1402922938,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046170 , 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=30046151 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 (30046170) result : ((1402922920,), (1402922921,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046171 , 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=30046151 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 (30046171) result : ((1402922804,), (1402922805,), (1402922916,), (1402922917,), (1402922943,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046172 , 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=30046151 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 (30046172) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046173 , 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=30046151 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 (30046173) result : ((1402922809,), (1402922810,), (1402922811,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046174 , 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=30046151 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 (30046174) result : ((1402922922,),) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046175 , 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=30046151 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 (30046175) result : ((1402922807,), (1402922808,), (1402922939,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046176 , 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=30046151 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 (30046176) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046177 , 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=30046151 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 (30046177) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046178 , 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=30046151 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 (30046178) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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 30046179 , 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=30046151 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 (30046179) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30046151) result : ((1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) 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`=30046151 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('cartonnette','kraft','mal_croppe','autre_refus','Carton_gris','Teint_Dans_La_Masse','flou','environnement','papier','plastique','metal','Carton_brun')) 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`=30046151 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('cartonnette','kraft','mal_croppe','autre_refus','Carton_gris','Teint_Dans_La_Masse','flou','environnement','papier','plastique','metal','Carton_brun')) AND mptpi.`min_score`=0.5 To do returned map {'metal': {'main_port_id': 30046151, 'sub_port_id': 30046180, 'hashtag': 'metal', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568800, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'autre_refus': {'main_port_id': 30046151, 'sub_port_id': 30046181, 'hashtag': 'autre_refus', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568801, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'Carton_gris': {'main_port_id': 30046151, 'sub_port_id': 30046182, 'hashtag': 'Carton_gris', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568802, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'Teint_Dans_La_Masse': {'main_port_id': 30046151, 'sub_port_id': 30046183, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568803, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'environnement': {'main_port_id': 30046151, 'sub_port_id': 30046184, 'hashtag': 'environnement', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568804, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'Carton_brun': {'main_port_id': 30046151, 'sub_port_id': 30046185, 'hashtag': 'Carton_brun', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568805, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'plastique': {'main_port_id': 30046151, 'sub_port_id': 30046186, 'hashtag': 'plastique', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568806, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'cartonnette': {'main_port_id': 30046151, 'sub_port_id': 30046187, 'hashtag': 'cartonnette', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568807, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'mal_croppe': {'main_port_id': 30046151, 'sub_port_id': 30046188, 'hashtag': 'mal_croppe', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568808, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'flou': {'main_port_id': 30046151, 'sub_port_id': 30046189, 'hashtag': 'flou', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568809, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'kraft': {'main_port_id': 30046151, 'sub_port_id': 30046190, 'hashtag': 'kraft', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568810, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}, 'papier': {'main_port_id': 30046151, 'sub_port_id': 30046191, 'hashtag': 'papier', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568811, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 38, 58), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 33)}} insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046180,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046168 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046181,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046169 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046182,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046170 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046183,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046171 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046184,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046172 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046185,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046173 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046186,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046174 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046187,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046175 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046188,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046176 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046189,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046177 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046190,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046178 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30046191,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30046179 lien utilise dans velours : https://marlene.fotonower.com/velours/30046180,30046181,30046182,30046183,30046184,30046185,30046186,30046187,30046188,30046189,30046190,30046191?tags=metal,autre_refus,Carton_gris,Teint_Dans_La_Masse,environnement,Carton_brun,plastique,cartonnette,mal_croppe,flou,kraft,papier After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([30046151]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : ventilate_hashtags_in_portfolio we use saveGeneral [1402922930, 1402922927, 1402922925, 1402922924, 1402922923] map_info['map_portfolio_photo'] : {30046151: [1402922930, 1402922927, 1402922925, 1402922924, 1402922923, 1402922904, 1402922903, 1402922880, 1402922877, 1402922875, 1402922873, 1402922871, 1402922864, 1402922861, 1402922858, 1402922855, 1402922825, 1402922821, 1402922818, 1402922816, 1402922814, 1402922790, 1402922788, 1402922786, 1402922779, 1402922777, 1402922775, 1402922773, 1402922770, 1402922769, 1402922767, 1402922764, 1402922762, 1402922759, 1402922711, 1402922708, 1402922705, 1402922702, 1402922699, 1402922697, 1402922687, 1402922685, 1402922682, 1402922680, 1402922678]} final : False mtd_id 4302 list_pids : [1402922930, 1402922927, 1402922925, 1402922924, 1402922923] Looping around the photos to save general results len do output : 1 /30046151. 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, '4325773') ('4302', '30046151', '1402922930', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922927', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922925', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922924', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922923', None, None, None, None, None, '4325773') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 6 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, '30046151', "{'metal': 30046168, 'autre_refus': 30046169, 'Carton_gris': 30046170, 'Teint_Dans_La_Masse': 30046171, 'environnement': 30046172, 'Carton_brun': 30046173, 'plastique': 30046174, 'cartonnette': 30046175, 'mal_croppe': 30046176, 'flou': 30046177, 'kraft': 30046178, 'papier': 30046179}", None, None, None, None, '4325773'), ('4302', '30046151', '1402922930', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922927', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922925', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922924', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922923', None, None, None, None, None, '4325773')] time used for this insertion : 0.01570272445678711 save_final save missing photos in datou_result : time spend for datou_step_exec : 1.845430612564087 time spend to save output : 0.015908002853393555 total time spend for step 1 : 1.8613386154174805 step2:final Thu Jan 8 06:40:59 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 (30046151) 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 30046151 : SELECT photo_id, hashtag_id, ratio from MTRPhoto.photo_carac_ratio where hashtag_type = 3726 and photo_id in (1402922687,1402922685,1402922682,1402922680,1402922678,1402922711,1402922779,1402922708,1402922777,1402922705,1402922775,1402922702,1402922773,1402922699,1402922770,1402922697,1402922769,1402922767,1402922764,1402922762,1402922759,1402922790,1402922788,1402922786,1402922825,1402922821,1402922818,1402922816,1402922814,1402922864,1402922861,1402922858,1402922855,1402922880,1402922877,1402922875,1402922873,1402922871,1402922904,1402922903,1402922930,1402922927,1402922925,1402922924,1402922923); 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([30046151]) Inside saveOutput : final : False verbose : True original output for save of step final : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ('0.04032042744897453',), 1402922923: ('0.04032042744897453',)} new output for save of step final : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ('0.04032042744897453',), 1402922923: ('0.04032042744897453',)} [1402922930, 1402922927, 1402922925, 1402922924, 1402922923] map_info['map_portfolio_photo'] : {30046151: [1402922930, 1402922927, 1402922925, 1402922924, 1402922923, 1402922904, 1402922903, 1402922880, 1402922877, 1402922875, 1402922873, 1402922871, 1402922864, 1402922861, 1402922858, 1402922855, 1402922825, 1402922821, 1402922818, 1402922816, 1402922814, 1402922790, 1402922788, 1402922786, 1402922779, 1402922777, 1402922775, 1402922773, 1402922770, 1402922769, 1402922767, 1402922764, 1402922762, 1402922759, 1402922711, 1402922708, 1402922705, 1402922702, 1402922699, 1402922697, 1402922687, 1402922685, 1402922682, 1402922680, 1402922678]} final : False mtd_id 4302 list_pids : [1402922930, 1402922927, 1402922925, 1402922924, 1402922923] Looping around the photos to save general results len do output : 5 /1402922930.Didn't retrieve data . /1402922927.Didn't retrieve data . /1402922925.Didn't retrieve data . /1402922924.Didn't retrieve data . /1402922923.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, '4325773') ('4302', '30046151', '1402922930', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922927', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922925', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922924', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922923', None, None, None, None, None, '4325773') 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', '30046151', '1402922930', '0.04032042744897453', None, None, None, None, '4325773'), ('4302', '30046151', '1402922927', '0.04032042744897453', None, None, None, None, '4325773'), ('4302', '30046151', '1402922925', '0.04032042744897453', None, None, None, None, '4325773'), ('4302', '30046151', '1402922924', '0.04032042744897453', None, None, None, None, '4325773'), ('4302', '30046151', '1402922923', '0.04032042744897453', None, None, None, None, '4325773')] time used for this insertion : 0.018301963806152344 save_final save missing photos in datou_result : time spend for datou_step_exec : 0.08354663848876953 time spend to save output : 0.018621206283569336 total time spend for step 2 : 0.10216784477233887 step3:velours_tree Thu Jan 8 06:40:59 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 : {30046151: [{'metal': 30046168, 'autre_refus': 30046169, 'Carton_gris': 30046170, 'Teint_Dans_La_Masse': 30046171, 'environnement': 30046172, 'Carton_brun': 30046173, 'plastique': 30046174, 'cartonnette': 30046175, 'mal_croppe': 30046176, 'flou': 30046177, 'kraft': 30046178, 'papier': 30046179}]} input_args_next_step : {30046151: ()} output_args : {30046151: [{'metal': 30046168, 'autre_refus': 30046169, 'Carton_gris': 30046170, 'Teint_Dans_La_Masse': 30046171, 'environnement': 30046172, 'Carton_brun': 30046173, 'plastique': 30046174, 'cartonnette': 30046175, 'mal_croppe': 30046176, 'flou': 30046177, 'kraft': 30046178, 'papier': 30046179}]} args : 30046151 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 : ({'metal': 30046168, 'autre_refus': 30046169, 'Carton_gris': 30046170, 'Teint_Dans_La_Masse': 30046171, 'environnement': 30046172, 'Carton_brun': 30046173, 'plastique': 30046174, 'cartonnette': 30046175, 'mal_croppe': 30046176, 'flou': 30046177, 'kraft': 30046178, 'papier': 30046179},) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30046151) 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([30046151]) Inside saveOutput : final : False verbose : True ouput is None No outpout to save, returning out of save general time spend for datou_step_exec : 0.2489938735961914 time spend to save output : 4.9114227294921875e-05 total time spend for step 3 : 0.24904298782348633 step4:send_mail_cod Thu Jan 8 06:40:59 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 : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ('0.04032042744897453',), 1402922923: ('0.04032042744897453',)} input_args_next_step : {1402922930: ()} output_args : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ('0.04032042744897453',), 1402922923: ('0.04032042744897453',)} args : 1402922930 depend.output_id : 0 input_args_next_step : {1402922930: ('0.04032042744897453',), 1402922927: ()} output_args : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ('0.04032042744897453',), 1402922923: ('0.04032042744897453',)} args : 1402922927 depend.output_id : 0 input_args_next_step : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ()} output_args : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ('0.04032042744897453',), 1402922923: ('0.04032042744897453',)} args : 1402922925 depend.output_id : 0 input_args_next_step : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ()} output_args : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ('0.04032042744897453',), 1402922923: ('0.04032042744897453',)} args : 1402922924 depend.output_id : 0 input_args_next_step : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ('0.04032042744897453',), 1402922923: ()} output_args : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ('0.04032042744897453',), 1402922923: ('0.04032042744897453',)} args : 1402922923 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 : {30046151: [{'metal': 30046168, 'autre_refus': 30046169, 'Carton_gris': 30046170, 'Teint_Dans_La_Masse': 30046171, 'environnement': 30046172, 'Carton_brun': 30046173, 'plastique': 30046174, 'cartonnette': 30046175, 'mal_croppe': 30046176, 'flou': 30046177, 'kraft': 30046178, 'papier': 30046179}]} input_args_next_step : {1402922930: ('0.04032042744897453',), 1402922927: ('0.04032042744897453',), 1402922925: ('0.04032042744897453',), 1402922924: ('0.04032042744897453',), 1402922923: ('0.04032042744897453',), 30046151: ()} output_args : {30046151: [{'metal': 30046168, 'autre_refus': 30046169, 'Carton_gris': 30046170, 'Teint_Dans_La_Masse': 30046171, 'environnement': 30046172, 'Carton_brun': 30046173, 'plastique': 30046174, 'cartonnette': 30046175, 'mal_croppe': 30046176, 'flou': 30046177, 'kraft': 30046178, 'papier': 30046179}]} args : 30046151 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 :6, first value : ('0.04032042744897453',) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30046151) 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 (1402922930,1402922927,1402922925,1402922924,1402922923) Found this number of photos: 5 ##### Call download_photos : nb_thread : 5 begin to download photo : 1402922923 begin to download photo : 1402922925 begin to download photo : 1402922930 download finish for photo 1402922923 begin to download photo : 1402922924 download finish for photo 1402922925 begin to download photo : 1402922927 download finish for photo 1402922930 download finish for photo 1402922927 download finish for photo 1402922924 we have missing 0 photos in the step downloads : photo missing : [] try to delete the photos missing in DB ##### After download_photos length of list_filenames : 5 ; length of list_pids : 5 ; length of list_args : 5 results_Auto_P30046151_08-01-2026_06_41_00.pdf 30046168 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=30046168 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922812: '1767850465_1889306_1402922682_9011a8634a549a60f57b7b2cd86153db_rle_crop_4093643396_0.png'} change filename to text .imagette300461681767850860/ imagette300461681767850860/1767850465_1889306_1402922682_9011a8634a549a60f57b7b2cd86153db_rle_crop_4093643396_0.png.png wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/705b214bf9cc52341c249c28a5e327cb_5062471.png imagette300461681767850860 30046169 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=30046169 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922806: '1767850465_1889306_1402922680_1118d4732aa8a454286d33c1bd936269_rle_crop_4093643415_0.png', 1402922918: '1767850706_1902133_1402922861_b80b2bc842d3933facb6f92bc1d3308a_rle_crop_4093644319_0.png', 1402922919: '1767850706_1902133_1402922858_d37c499efd35c923e601d6fd86802119_rle_crop_4093644335_0.png', 1402922937: '1767850748_1904037_1402922864_cfd99998806567dc888503e6d1c2c486_rle_crop_4093644464_0.png', 1402922938: '1767850748_1904037_1402922864_cfd99998806567dc888503e6d1c2c486_rle_crop_4093644461_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/1167bd7277becff31585e34181637ed1_53490509.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/5f2f839e834cb0b8ae5bcb891a957779_54226773.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/1bb6de300c6fb447f2515522e9d28e38_1715504.png change filename to text .wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/cfe640d1b3ae1cdef9bcaf396aab284a_36533473.png change filename to text .imagette300461691767850860/ imagette300461691767850860/1767850706_1902133_1402922858_d37c499efd35c923e601d6fd86802119_rle_crop_4093644335_0.png.png imagette300461691767850860/1767850706_1902133_1402922861_b80b2bc842d3933facb6f92bc1d3308a_rle_crop_4093644319_0.png.png imagette300461691767850860/1767850748_1904037_1402922864_cfd99998806567dc888503e6d1c2c486_rle_crop_4093644461_0.png.png imagette300461691767850860/1767850465_1889306_1402922680_1118d4732aa8a454286d33c1bd936269_rle_crop_4093643415_0.png.png imagette300461691767850860/1767850748_1904037_1402922864_cfd99998806567dc888503e6d1c2c486_rle_crop_4093644464_0.png.png wget -O 5.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/4d0f60a88fe6d8ccbf69eebccc238791_86134603.png imagette300461691767850860 30046174 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=30046174 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922922: '1767850706_1902133_1402922855_fb59efb284f91e8b66d8cfdb35682d63_rle_crop_4093644349_0.png'} change filename to text .imagette300461741767850860/ imagette300461741767850860/1767850706_1902133_1402922855_fb59efb284f91e8b66d8cfdb35682d63_rle_crop_4093644349_0.png.png wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/56de14cb3827cad218c396faaa7d3fee_54239635.png imagette300461741767850860 30046175 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=30046175 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922807: '1767850465_1889306_1402922685_53a08733e08321218c60eeef452d2927_rle_crop_4093643385_0.png', 1402922808: '1767850465_1889306_1402922680_1118d4732aa8a454286d33c1bd936269_rle_crop_4093643411_0.png', 1402922939: '1767850748_1904037_1402922818_2ac5bf7b6761c8961b53e749302966fe_rle_crop_4093644485_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/21968469e424dbcb0b1c9ca483850fac_9050223.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/512c0b7e9e9bdcd00906e1151e61a373_39372866.png change filename to text .imagette300461751767850860/ imagette300461751767850860/1767850465_1889306_1402922685_53a08733e08321218c60eeef452d2927_rle_crop_4093643385_0.png.png imagette300461751767850860/1767850465_1889306_1402922680_1118d4732aa8a454286d33c1bd936269_rle_crop_4093643411_0.png.png imagette300461751767850860/1767850748_1904037_1402922818_2ac5bf7b6761c8961b53e749302966fe_rle_crop_4093644485_0.png.png imagette300461761767850860/ imagette300461771767850860/ imagette300461781767850860/ wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/71b1a8754146b054a6b2e387f3d384a2_92124893.png imagette300461751767850860 30046176 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=30046176 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette300461761767850860 30046177 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=30046177 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette300461771767850860 30046178 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=30046178 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette300461781767850860 30046170 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=30046170 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922920: '1767850706_1902133_1402922855_fb59efb284f91e8b66d8cfdb35682d63_rle_crop_4093644346_0.png', 1402922921: '1767850706_1902133_1402922855_fb59efb284f91e8b66d8cfdb35682d63_rle_crop_4093644347_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/1e4166d09e14055956c96f2c83daf87c_35476325.png change filename to text .imagette300461701767850860/ imagette300461701767850860/1767850706_1902133_1402922855_fb59efb284f91e8b66d8cfdb35682d63_rle_crop_4093644346_0.png.png imagette300461701767850860/1767850706_1902133_1402922855_fb59efb284f91e8b66d8cfdb35682d63_rle_crop_4093644347_0.png.png wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/acfb6c722991ecb028ff026706a12907_37168452.png imagette300461701767850860 30046171 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=30046171 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922804: '1767850465_1889306_1402922680_1118d4732aa8a454286d33c1bd936269_rle_crop_4093643412_0.png', 1402922805: '1767850465_1889306_1402922678_2aeccb98affd7d64669238904cbc82be_rle_crop_4093643428_0.png', 1402922916: '1767850706_1902133_1402922861_b80b2bc842d3933facb6f92bc1d3308a_rle_crop_4093644320_0.png', 1402922917: '1767850706_1902133_1402922858_d37c499efd35c923e601d6fd86802119_rle_crop_4093644331_0.png', 1402922943: '1767850767_1905728_1402922825_df236b121216f5e8a3b424890f89ce25_rle_crop_4093644544_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/36fbb447bd4b301ba2213a96064cf859_50246556.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/15d37f2621c429eaa1d454c6e7a95d86_81738832.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/53674dd6df2d5d9afaaf8362b0310ac3_38782344.png change filename to text .wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/06cae89474dfc8f269195179f7878239_40951648.png change filename to text .imagette300461711767850861/ imagette300461711767850861/1767850706_1902133_1402922861_b80b2bc842d3933facb6f92bc1d3308a_rle_crop_4093644320_0.png.png imagette300461711767850861/1767850706_1902133_1402922858_d37c499efd35c923e601d6fd86802119_rle_crop_4093644331_0.png.png imagette300461711767850861/1767850465_1889306_1402922680_1118d4732aa8a454286d33c1bd936269_rle_crop_4093643412_0.png.png imagette300461711767850861/1767850465_1889306_1402922678_2aeccb98affd7d64669238904cbc82be_rle_crop_4093643428_0.png.png imagette300461711767850861/1767850767_1905728_1402922825_df236b121216f5e8a3b424890f89ce25_rle_crop_4093644544_0.png.png wget -O 5.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/cdca0f4b1da3b7ccefa4ff4b7a2991d1_70782891.png imagette300461711767850861 30046173 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=30046173 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922809: '1767850465_1889306_1402922680_1118d4732aa8a454286d33c1bd936269_rle_crop_4093643417_0.png', 1402922810: '1767850465_1889306_1402922678_2aeccb98affd7d64669238904cbc82be_rle_crop_4093643431_0.png', 1402922811: '1767850465_1889306_1402922678_2aeccb98affd7d64669238904cbc82be_rle_crop_4093643433_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/ffdf8baca3dfc77bfc799aa332e90242_34957807.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/127056d16a124f3dcfd0aaa183e57ec5_14762807.png change filename to text .imagette300461731767850861/ imagette300461731767850861/1767850465_1889306_1402922680_1118d4732aa8a454286d33c1bd936269_rle_crop_4093643417_0.png.png imagette300461731767850861/1767850465_1889306_1402922678_2aeccb98affd7d64669238904cbc82be_rle_crop_4093643433_0.png.png imagette300461731767850861/1767850465_1889306_1402922678_2aeccb98affd7d64669238904cbc82be_rle_crop_4093643431_0.png.png wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/9c3d6fab0f1d55a2d1d580f59eb15980_79664248.png imagette300461731767850861 SELECT h.hashtag,pcr.value FROM MTRUser.portfolio_carac_ratio pcr, MTRBack.hashtags h where pcr.portfolio_id=30046151 and hashtag_type = 3726 and pcr.hashtag_id = h.hashtag_id; velour_link : https://marlene.fotonower.com/velours/30046180,30046181,30046182,30046183,30046184,30046185,30046186,30046187,30046188,30046189,30046190,30046191?tags=metal,autre_refus,Carton_gris,Teint_Dans_La_Masse,environnement,Carton_brun,plastique,cartonnette,mal_croppe,flou,kraft,papier your option no_mail is active, we will not send the real mail to your client args[1402922930] : ('0.04032042744897453',) no score found for photo 1402922930 We are sending mail with results at report@fotonower.com args[1402922927] : ('0.04032042744897453',) no score found for photo 1402922927 We are sending mail with results at report@fotonower.com args[1402922925] : ('0.04032042744897453',) no score found for photo 1402922925 We are sending mail with results at report@fotonower.com args[1402922924] : ('0.04032042744897453',) no score found for photo 1402922924 We are sending mail with results at report@fotonower.com args[1402922923] : ('0.04032042744897453',) no score found for photo 1402922923 We are sending mail with results at report@fotonower.com refus_total : 0.04032042744897453 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=30046151 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_P30046151_08-01-2026_06_41_00.pdf results_Auto_P30046151_08-01-2026_06_41_00.pdf uploaded to url https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046151_08-01-2026_06_41_00.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','30046151','results_Auto_P30046151_08-01-2026_06_41_00.pdf','https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046151_08-01-2026_06_41_00.pdf','pdf','','0.11','0.04032042744897453') After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([30046151]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : send_mail_cod we use saveGeneral [1402922930, 1402922927, 1402922925, 1402922924, 1402922923] map_info['map_portfolio_photo'] : {30046151: [1402922930, 1402922927, 1402922925, 1402922924, 1402922923, 1402922904, 1402922903, 1402922880, 1402922877, 1402922875, 1402922873, 1402922871, 1402922864, 1402922861, 1402922858, 1402922855, 1402922825, 1402922821, 1402922818, 1402922816, 1402922814, 1402922790, 1402922788, 1402922786, 1402922779, 1402922777, 1402922775, 1402922773, 1402922770, 1402922769, 1402922767, 1402922764, 1402922762, 1402922759, 1402922711, 1402922708, 1402922705, 1402922702, 1402922699, 1402922697, 1402922687, 1402922685, 1402922682, 1402922680, 1402922678]} final : False mtd_id 4302 list_pids : [1402922930, 1402922927, 1402922925, 1402922924, 1402922923] 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, '4325773') ('4302', '30046151', '1402922930', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922927', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922925', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922924', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922923', None, None, None, None, None, '4325773') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 5 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', '30046151', '1402922930', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922927', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922925', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922924', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922923', None, None, None, None, None, '4325773')] time used for this insertion : 0.014318227767944336 save_final save missing photos in datou_result : time spend for datou_step_exec : 2.654339075088501 time spend to save output : 0.014494180679321289 total time spend for step 4 : 2.6688332557678223 step5:split_time_score Thu Jan 8 06:41:02 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 : ['30046151'] 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 : [('30046151',)] After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30046151) Here we display some param of map_info ! map_filenames : {} map_photo_id_path_extension : {1402922930: {'path': 'temp/1767850859_286023_1402922930_bf8e6587acab4fedb2f946d71e59cf3e.jpg', 'extension': 'jpg'}, 1402922925: {'path': 'temp/1767850859_286023_1402922925_51fc4ce2a37b5e400b62781ca3000ef2.jpg', 'extension': 'jpg'}, 1402922927: {'path': 'temp/1767850859_286023_1402922927_16346a24db1ce56d91ee160a05aa576f.jpg', 'extension': 'jpg'}, 1402922923: {'path': 'temp/1767850859_286023_1402922923_937cd335ffb2861b8f3d06a73577a63f.jpg', 'extension': 'jpg'}, 1402922924: {'path': 'temp/1767850859_286023_1402922924_6e0f33eead1c7859fb17e27429d0bfd3.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 = 30046151; (('arc_en_ciel_jrm_live',), ('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 = 30046151 group by h (('06', 45),) 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=30046151 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 (30046151) 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 (30046151) AND cps.thcl in (758) order by cps.score desc LIMIT 0, 100000 ERROR counted https://github.com/fotonower/Velours/issues/663#issuecomment-421136223 {} 08012026 30046151 Nombre de photos uploadées : 45 / 23040 (0%) 08012026 30046151 Nombre de photos taguées (types de déchets): 0 / 45 (0%) 08012026 30046151 Nombre de photos taguées (volume) : 0 / 45 (0%) [{'photo_id': 1402922687, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/1164bb83bb93a1cca93b54a61a0a8dc4.jpg', 'username': None, 'uploaded_at': 1767850267, 'text': 'image_08012026_06_30_05_010149m0.jpg 1e-05 for time 1, id_amount 2 this amount prod time diff : 1e-05'}, {'photo_id': 1402922685, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/53a08733e08321218c60eeef452d2927.jpg', 'username': None, 'uploaded_at': 1767850267, 'text': 'image_08012026_06_30_15_010134m0.jpg 2e-05 for time 1, id_amount 2 this amount prod time diff : 1e-05'}, {'photo_id': 1402922682, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/9011a8634a549a60f57b7b2cd86153db.jpg', 'username': None, 'uploaded_at': 1767850267, 'text': 'image_08012026_06_30_25_010136m0.jpg 3.0000000000000004e-05 for time 1, id_amount 3 this amount prod time diff : 1e-05'}, {'photo_id': 1402922680, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/1118d4732aa8a454286d33c1bd936269.jpg', 'username': None, 'uploaded_at': 1767850267, 'text': 'image_08012026_06_30_35_010135m0.jpg 4e-05 for time 1, id_amount 1 this amount prod time diff : 1e-05'}] 0 [] elapsed_time : load_data_split_time_score 1.430511474609375e-06 elapsed_time : order_list_meta_photo_and_scores 5.9604644775390625e-06 ????????????????????????????????????????????? elapsed_time : fill_and_build_computed_from_old_data 0.001958608627319336 INSERT INTO `MTRPhoto`.`dashboard_entry_day` (`dashboard_place_id`, `mtr_portfolio_id`, `date`) VALUES ( 10, 30046151, '2026-01-08' ) 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 = '2026-01-08' ; INSERT INTO `MTRPhoto`.`dashboard_run_ids` (`dashboard_entry_day`, `mtr_user_id`, `misc_info`) VALUES (2862001,979,"{}"); Catched exception ! Connect or reconnect ! elapsed_time : insert_dashboard_record_day_entry 0.3349268436431885 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= 2862001 AND ded.last_run_id=dri.id AND dri.dashboard_entry_day=ded.id AND dri.id=dr.dashboard_run_id [{'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869785, 'mtr_portfolio_id': 30036903, 'dashboard_result_id': 19149499, '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_P30036903_08-01-2026_00_18_58.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30036912, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30036913, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30036914, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30036915, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30036916, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30036917, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30036918, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30036919, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30036920, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30036921, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30036922, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30036923, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869785, 'mtr_portfolio_id': 30037586, 'dashboard_result_id': 19149500, '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_P30037586_08-01-2026_00_32_59.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30037611, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30037612, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30037613, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30037614, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30037615, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30037616, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30037617, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30037618, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30037619, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30037620, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30037621, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30037622, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869785, 'mtr_portfolio_id': 30038001, 'dashboard_result_id': 19149501, '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_P30038001_08-01-2026_00_49_30.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038042, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038043, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30038044, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038045, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038046, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038047, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038048, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038049, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038050, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038051, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038052, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038053, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869785, 'mtr_portfolio_id': 30038537, 'dashboard_result_id': 19149502, '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_P30038537_08-01-2026_01_37_29.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 30038541, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038542, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038543, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038544, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038545, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038546, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038547, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038548, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038549, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038550, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038551, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038552, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869785, 'mtr_portfolio_id': 30039434, 'dashboard_result_id': 19149503, '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_P30039434_08-01-2026_01_46_57.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039436, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039437, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039438, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039439, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039440, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039441, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039442, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039443, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039444, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039445, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039446, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039447, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869785, 'mtr_portfolio_id': 30039737, 'dashboard_result_id': 19149504, '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_P30039737_08-01-2026_02_02_59.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039742, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039743, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039744, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039745, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039746, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039747, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039748, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039749, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039750, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039751, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039752, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039753, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869785, 'mtr_portfolio_id': 30040160, 'dashboard_result_id': 19149505, '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_P30040160_08-01-2026_02_17_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30040175, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30040176, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30040177, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30040178, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30040179, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30040180, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30040181, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30040182, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30040183, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30040184, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30040185, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30040186, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869785, 'mtr_portfolio_id': 30040716, 'dashboard_result_id': 19149506, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 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'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045650_08-01-2026_06_33_30.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30045654, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30045655, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30045656, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30045657, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30045658, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30045659, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30045660, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30045661, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30045662, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30045663, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30045664, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30045665, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869785, 'mtr_portfolio_id': 30046151, 'dashboard_result_id': 19149519, '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_P30046151_08-01-2026_06_38_59.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 30046168, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30046169, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30046170, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30046171, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30046172, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30046173, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30046174, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30046175, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30046176, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30046177, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30046178, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30046179, '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 = 30036903 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': 4325425, 'mtr_portfolio_id': 30036903, 'created_at': datetime.datetime(2026, 1, 8, 6, 9, 58), 'result': '0.06871250728973884', 'result_long': None, 'result_double': None}] Qualite : 0.06871250728973884 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30036903 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30036903_08-01-2026_06_10_03.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30036903 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_P30036903_08-01-2026_06_10_03.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30036912, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30036913, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30036914, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30036915, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30036916, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30036917, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30036918, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30036919, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30036920, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30036921, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30036922, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30036923, 'pht': 3726}}" where mtr_portfolio_id = 30036903 and dashboard_run_id = 2869785 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`=30036903 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149499, 0.06871250728973884, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30036903_08-01-2026_06_10_03.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30036912, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30036913, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30036914, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30036915, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30036916, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30036917, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30036918, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30036919, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30036920, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30036921, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30036922, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30036923, '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 = 30037586 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': 4325426, 'mtr_portfolio_id': 30037586, 'created_at': datetime.datetime(2026, 1, 8, 6, 10, 28), 'result': '0.0539534013235237', 'result_long': None, 'result_double': None}] Qualite : 0.0539534013235237 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30037586 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30037586_08-01-2026_06_10_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30037586 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_P30037586_08-01-2026_06_10_31.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30037611, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30037612, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30037613, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30037614, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30037615, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30037616, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30037617, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30037618, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30037619, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30037620, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30037621, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30037622, 'pht': 3726}}" where mtr_portfolio_id = 30037586 and dashboard_run_id = 2869785 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`=30037586 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149500, 0.0539534013235237, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30037586_08-01-2026_06_10_31.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30037611, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30037612, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30037613, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30037614, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30037615, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30037616, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30037617, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30037618, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30037619, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30037620, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30037621, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30037622, '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 = 30038001 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': 4325427, 'mtr_portfolio_id': 30038001, 'created_at': datetime.datetime(2026, 1, 8, 6, 10, 39), 'result': '0.07741325345557129', 'result_long': None, 'result_double': None}] Qualite : 0.07741325345557129 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30038001 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038001_08-01-2026_06_10_43.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30038001 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_P30038001_08-01-2026_06_10_43.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038042, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038043, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30038044, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038045, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038046, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038047, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038048, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038049, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038050, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038051, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038052, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038053, 'pht': 3726}}" where mtr_portfolio_id = 30038001 and dashboard_run_id = 2869785 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`=30038001 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149501, 0.07741325345557129, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038001_08-01-2026_06_10_43.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038042, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038043, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30038044, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038045, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038046, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038047, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038048, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038049, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038050, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038051, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038052, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038053, '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 = 30038537 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': 4325428, 'mtr_portfolio_id': 30038537, 'created_at': datetime.datetime(2026, 1, 8, 6, 11, 7), 'result': '0.05022671274871275', 'result_long': None, 'result_double': None}] Qualite : 0.05022671274871275 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30038537 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038537_08-01-2026_06_11_09.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30038537 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_P30038537_08-01-2026_06_11_09.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 30038541, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038542, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038543, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038544, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038545, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038546, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038547, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038548, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038549, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038550, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038551, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038552, 'pht': 3726}}" where mtr_portfolio_id = 30038537 and dashboard_run_id = 2869785 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`=30038537 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149502, 0.05022671274871275, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038537_08-01-2026_06_11_09.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 30038541, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038542, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038543, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038544, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038545, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038546, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038547, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038548, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038549, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038550, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038551, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038552, '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 = 30039434 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': 4325429, 'mtr_portfolio_id': 30039434, 'created_at': datetime.datetime(2026, 1, 8, 6, 11, 29), 'result': '0.028992247467064528', 'result_long': None, 'result_double': None}] Qualite : 0.028992247467064528 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30039434 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039434_08-01-2026_06_11_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30039434 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_P30039434_08-01-2026_06_11_30.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039436, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039437, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039438, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039439, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039440, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039441, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039442, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039443, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039444, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039445, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039446, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039447, 'pht': 3726}}" where mtr_portfolio_id = 30039434 and dashboard_run_id = 2869785 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`=30039434 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149503, 0.028992247467064528, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039434_08-01-2026_06_11_30.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039436, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039437, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039438, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039439, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039440, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039441, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039442, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039443, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039444, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039445, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039446, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039447, '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 = 30039737 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': 4325430, 'mtr_portfolio_id': 30039737, 'created_at': datetime.datetime(2026, 1, 8, 6, 11, 58), 'result': '0.048594545782612845', 'result_long': None, 'result_double': None}] Qualite : 0.048594545782612845 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30039737 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039737_08-01-2026_06_12_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30039737 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_P30039737_08-01-2026_06_12_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039742, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039743, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039744, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039745, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039746, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039747, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039748, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039749, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039750, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039751, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039752, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039753, 'pht': 3726}}" where mtr_portfolio_id = 30039737 and dashboard_run_id = 2869785 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`=30039737 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149504, 0.048594545782612845, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039737_08-01-2026_06_12_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039742, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039743, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039744, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039745, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039746, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039747, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039748, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039749, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039750, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039751, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039752, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039753, '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 = 30040160 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': 4325431, 'mtr_portfolio_id': 30040160, 'created_at': datetime.datetime(2026, 1, 8, 6, 12, 59), 'result': '0.06999961021432982', 'result_long': None, 'result_double': None}] Qualite : 0.06999961021432982 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30040160 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30040160_08-01-2026_06_13_02.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30040160 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_P30040160_08-01-2026_06_13_02.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30040175, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30040176, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30040177, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30040178, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30040179, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30040180, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30040181, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30040182, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30040183, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30040184, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30040185, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30040186, 'pht': 3726}}" where mtr_portfolio_id = 30040160 and dashboard_run_id = 2869785 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`=30040160 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149505, 0.06999961021432982, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30040160_08-01-2026_06_13_02.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30040175, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30040176, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30040177, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30040178, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30040179, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30040180, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30040181, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30040182, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30040183, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30040184, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30040185, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30040186, '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 = 30040716 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': 4325432, 'mtr_portfolio_id': 30040716, 'created_at': datetime.datetime(2026, 1, 8, 6, 13, 30), 'result': '0.03615319747985001', 'result_long': None, 'result_double': None}] Qualite : 0.03615319747985001 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30040716 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30040716_08-01-2026_06_13_33.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30040716 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_P30040716_08-01-2026_06_13_33.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30040724, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30040725, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30040726, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30040727, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30040729, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30040730, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30040731, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30040732, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30040733, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30040734, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30040735, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30040736, 'pht': 3726}}" where mtr_portfolio_id = 30040716 and dashboard_run_id = 2869785 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`=30040716 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149506, 0.03615319747985001, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30040716_08-01-2026_06_13_33.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30040724, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30040725, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30040726, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30040727, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30040729, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30040730, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30040731, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30040732, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30040733, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30040734, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30040735, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30040736, '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 = 30041273 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': 4325433, 'mtr_portfolio_id': 30041273, 'created_at': datetime.datetime(2026, 1, 8, 6, 13, 59), 'result': '0.04843369147822856', 'result_long': None, 'result_double': None}] Qualite : 0.04843369147822856 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30041273 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30041273_08-01-2026_06_14_02.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30041273 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_P30041273_08-01-2026_06_14_02.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30041274, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30041275, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30041276, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30041277, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30041278, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30041279, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30041280, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30041281, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30041283, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30041284, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30041285, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30041287, 'pht': 3726}}" where mtr_portfolio_id = 30041273 and dashboard_run_id = 2869785 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`=30041273 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149507, 0.04843369147822856, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30041273_08-01-2026_06_14_02.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30041274, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30041275, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30041276, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30041277, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30041278, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30041279, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30041280, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30041281, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30041283, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30041284, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30041285, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30041287, '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 = 30041712 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': 4325434, 'mtr_portfolio_id': 30041712, 'created_at': datetime.datetime(2026, 1, 8, 6, 14, 29), 'result': '0.044652971684297924', 'result_long': None, 'result_double': None}] Qualite : 0.044652971684297924 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30041712 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30041712_08-01-2026_06_14_32.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30041712 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_P30041712_08-01-2026_06_14_32.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30041716, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30041717, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30041718, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30041719, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30041720, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30041721, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30041722, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30041723, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30041724, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30041725, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30041726, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30041727, 'pht': 3726}}" where mtr_portfolio_id = 30041712 and dashboard_run_id = 2869785 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`=30041712 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149508, 0.044652971684297924, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30041712_08-01-2026_06_14_32.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30041716, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30041717, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30041718, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30041719, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30041720, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30041721, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30041722, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30041723, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30041724, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30041725, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30041726, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30041727, '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 = 30042456 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': 4325435, 'mtr_portfolio_id': 30042456, 'created_at': datetime.datetime(2026, 1, 8, 6, 15, 28), 'result': '0.0671013251172225', 'result_long': None, 'result_double': None}] Qualite : 0.0671013251172225 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30042456 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30042456_08-01-2026_06_15_29.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30042456 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_P30042456_08-01-2026_06_15_29.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30042457, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30042458, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30042459, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30042460, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30042461, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30042462, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30042463, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30042464, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30042465, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30042466, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30042467, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30042468, 'pht': 3726}}" where mtr_portfolio_id = 30042456 and dashboard_run_id = 2869785 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`=30042456 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149509, 0.0671013251172225, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30042456_08-01-2026_06_15_29.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30042457, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30042458, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30042459, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30042460, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30042461, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30042462, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30042463, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30042464, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30042465, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30042466, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30042467, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30042468, '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 = 30042747 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': 4325436, 'mtr_portfolio_id': 30042747, 'created_at': datetime.datetime(2026, 1, 8, 6, 15, 36), 'result': '0.05816014421448015', 'result_long': None, 'result_double': None}] Qualite : 0.05816014421448015 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30042747 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30042747_08-01-2026_06_15_39.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30042747 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_P30042747_08-01-2026_06_15_39.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 30042790, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30042791, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30042792, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30042793, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30042794, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30042795, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30042796, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30042797, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30042798, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30042799, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30042800, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30042801, 'pht': 3726}}" where mtr_portfolio_id = 30042747 and dashboard_run_id = 2869785 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`=30042747 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149510, 0.05816014421448015, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30042747_08-01-2026_06_15_39.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 30042790, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30042791, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30042792, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30042793, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30042794, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30042795, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30042796, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30042797, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30042798, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30042799, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30042800, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30042801, '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 = 30043088 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': 4325437, 'mtr_portfolio_id': 30043088, 'created_at': datetime.datetime(2026, 1, 8, 6, 15, 57), 'result': '0.06952259603594349', 'result_long': None, 'result_double': None}] Qualite : 0.06952259603594349 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30043088 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30043088_08-01-2026_06_16_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30043088 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_P30043088_08-01-2026_06_16_00.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30043093, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30043094, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30043095, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30043096, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30043097, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30043098, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30043099, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30043100, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30043101, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30043102, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30043103, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30043104, 'pht': 3726}}" where mtr_portfolio_id = 30043088 and dashboard_run_id = 2869785 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`=30043088 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149511, 0.06952259603594349, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30043088_08-01-2026_06_16_00.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30043093, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30043094, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30043095, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30043096, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30043097, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30043098, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30043099, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30043100, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30043101, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30043102, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30043103, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30043104, '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 = 30043466 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': 4325438, 'mtr_portfolio_id': 30043466, 'created_at': datetime.datetime(2026, 1, 8, 6, 16, 8), 'result': '0.058902176979433334', 'result_long': None, 'result_double': None}] Qualite : 0.058902176979433334 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30043466 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30043466_08-01-2026_06_16_11.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30043466 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_P30043466_08-01-2026_06_16_11.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30043473, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30043474, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30043475, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30043476, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30043477, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30043478, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30043479, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30043480, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30043481, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30043482, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30043483, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30043484, 'pht': 3726}}" where mtr_portfolio_id = 30043466 and dashboard_run_id = 2869785 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`=30043466 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149512, 0.058902176979433334, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30043466_08-01-2026_06_16_11.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30043473, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30043474, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30043475, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30043476, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30043477, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30043478, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30043479, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30043480, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30043481, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30043482, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30043483, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30043484, '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 = 30044048 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': 4325440, 'mtr_portfolio_id': 30044048, 'created_at': datetime.datetime(2026, 1, 8, 6, 16, 30), 'result': '0.04001361171079726', 'result_long': None, 'result_double': None}] Qualite : 0.04001361171079726 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30044048 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044048_08-01-2026_06_16_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30044048 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_P30044048_08-01-2026_06_16_31.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044050, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044051, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044052, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044053, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044054, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044055, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044056, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044057, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044058, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044059, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044060, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044061, 'pht': 3726}}" where mtr_portfolio_id = 30044048 and dashboard_run_id = 2869785 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`=30044048 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149513, 0.04001361171079726, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044048_08-01-2026_06_16_31.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044050, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044051, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044052, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044053, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044054, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044055, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044056, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044057, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044058, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044059, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044060, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044061, '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 = 30044344 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': 4325441, 'mtr_portfolio_id': 30044344, 'created_at': datetime.datetime(2026, 1, 8, 6, 17, 31), 'result': '0.05903016019162093', 'result_long': None, 'result_double': None}] Qualite : 0.05903016019162093 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30044344 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044344_08-01-2026_06_17_34.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30044344 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_P30044344_08-01-2026_06_17_34.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044345, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044346, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044347, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044348, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044349, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044350, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044351, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044352, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044353, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044354, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044355, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044356, 'pht': 3726}}" where mtr_portfolio_id = 30044344 and dashboard_run_id = 2869785 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`=30044344 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149514, 0.05903016019162093, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044344_08-01-2026_06_17_34.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044345, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044346, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044347, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044348, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044349, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044350, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044351, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044352, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044353, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044354, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044355, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044356, '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 = 30044503 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': 4325487, 'mtr_portfolio_id': 30044503, 'created_at': datetime.datetime(2026, 1, 8, 5, 49, 32), 'result': '0.038969363583567486', 'result_long': None, 'result_double': None}] Qualite : 0.038969363583567486 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30044503 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044503_08-01-2026_05_49_32.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30044503 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_P30044503_08-01-2026_05_49_32.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 30044507, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044508, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044509, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044510, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044511, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044512, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044513, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044514, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044515, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044516, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044517, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044518, 'pht': 3726}}" where mtr_portfolio_id = 30044503 and dashboard_run_id = 2869785 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`=30044503 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149515, 0.038969363583567486, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044503_08-01-2026_05_49_32.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 30044507, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044508, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044509, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044510, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044511, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044512, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044513, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044514, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044515, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044516, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044517, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044518, '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 = 30044839 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': 4325546, 'mtr_portfolio_id': 30044839, 'created_at': datetime.datetime(2026, 1, 8, 6, 3, 29), 'result': '0.07575103042366196', 'result_long': None, 'result_double': None}] Qualite : 0.07575103042366196 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30044839 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044839_08-01-2026_06_03_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30044839 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_P30044839_08-01-2026_06_03_30.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044843, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044844, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044845, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044846, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044847, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044848, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044849, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044850, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044851, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044852, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044853, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044854, 'pht': 3726}}" where mtr_portfolio_id = 30044839 and dashboard_run_id = 2869785 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`=30044839 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149516, 0.07575103042366196, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044839_08-01-2026_06_03_30.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044843, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044844, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044845, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044846, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044847, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044848, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044849, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044850, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044851, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044852, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044853, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044854, '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 = 30045159 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': 4325625, 'mtr_portfolio_id': 30045159, 'created_at': datetime.datetime(2026, 1, 8, 6, 17, 28), 'result': '0.0522078440398108', 'result_long': None, 'result_double': None}] Qualite : 0.0522078440398108 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30045159 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045159_08-01-2026_06_17_29.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30045159 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_P30045159_08-01-2026_06_17_29.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30045164, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30045165, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30045166, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30045167, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30045168, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30045169, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30045170, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30045171, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30045172, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30045173, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30045174, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30045175, 'pht': 3726}}" where mtr_portfolio_id = 30045159 and dashboard_run_id = 2869785 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`=30045159 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149517, 0.0522078440398108, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045159_08-01-2026_06_17_29.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30045164, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30045165, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30045166, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30045167, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30045168, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30045169, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30045170, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30045171, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30045172, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30045173, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30045174, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30045175, '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 = 30045650 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': 4325676, 'mtr_portfolio_id': 30045650, 'created_at': datetime.datetime(2026, 1, 8, 6, 33, 30), 'result': '0.05701667032124232', 'result_long': None, 'result_double': None}] Qualite : 0.05701667032124232 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30045650 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045650_08-01-2026_06_33_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30045650 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_P30045650_08-01-2026_06_33_30.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30045654, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30045655, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30045656, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30045657, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30045658, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30045659, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30045660, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30045661, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30045662, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30045663, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30045664, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30045665, 'pht': 3726}}" where mtr_portfolio_id = 30045650 and dashboard_run_id = 2869785 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`=30045650 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149518, 0.05701667032124232, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045650_08-01-2026_06_33_30.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30045654, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30045655, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30045656, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30045657, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30045658, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30045659, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30045660, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30045661, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30045662, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30045663, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30045664, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30045665, '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 = 30046151 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': 4325773, 'mtr_portfolio_id': 30046151, 'created_at': datetime.datetime(2026, 1, 8, 6, 40, 59), 'result': '0.04032042744897453', 'result_long': None, 'result_double': None}] Qualite : 0.04032042744897453 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30046151 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046151_08-01-2026_06_41_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30046151 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_P30046151_08-01-2026_06_41_00.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 30046168, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30046169, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30046170, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30046171, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30046172, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30046173, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30046174, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30046175, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30046176, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30046177, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30046178, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30046179, 'pht': 3726}}" where mtr_portfolio_id = 30046151 and dashboard_run_id = 2869785 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`=30046151 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19149519, 0.04032042744897453, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046151_08-01-2026_06_41_00.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 30046168, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30046169, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30046170, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30046171, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30046172, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30046173, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30046174, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30046175, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30046176, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30046177, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30046178, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30046179, '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 (30036903,30037586,30038001,30038537,30039434,30039737,30040160,30040716,30041273,30041712,30042456,30042747,30043088,30043466,30044048,30044344,30044503,30044839,30045159,30045650,30046151) result : ((1402888984,), (1402888993,), (1402889225,), (1402889226,), (1402889227,), (1402889229,), (1402889231,), (1402889418,), (1402889430,), (1402889432,), (1402889433,), (1402889435,), (1402889438,), (1402889647,), (1402889680,), (1402889714,), (1402889745,), (1402889965,), (1402889996,), (1402890030,), (1402890065,), (1402890726,), (1402890831,), (1402890942,), (1402891041,), (1402891107,), (1402891311,), (1402891313,), (1402891315,), (1402891317,), (1402891589,), (1402891590,), (1402891592,), (1402891595,), (1402891598,), (1402891629,), (1402892139,), (1402892141,), (1402892404,), (1402892427,), (1402892459,), (1402892467,), (1402892477,), (1402892482,), (1402892489,), (1402892491,), (1402892494,), (1402892495,), (1402892499,), (1402892525,), (1402892526,), (1402892529,), (1402892533,), 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(1402917442,), (1402917443,), (1402917445,), (1402917449,), (1402917450,), (1402917476,), (1402917477,), (1402917479,), (1402917481,), (1402917484,), (1402917486,), (1402917489,), (1402917491,), (1402917494,), (1402917496,), (1402917519,), (1402917520,), (1402917522,), (1402917523,), (1402917527,), (1402917529,), (1402917536,), (1402917538,), (1402917542,), (1402917546,), (1402917550,), (1402917554,), (1402917559,), (1402917560,), (1402917561,), (1402917562,), (1402917563,), (1402917566,), (1402917569,), (1402917571,), (1402917574,), (1402917590,), (1402917591,), (1402917592,), (1402917593,), (1402917595,), (1402917632,), (1402917623,), (1402917626,), (1402917627,), (1402917628,), (1402917630,), (1402917648,), (1402917649,), (1402917651,), (1402917669,), (1402917671,), (1402917673,), (1402917675,), (1402917677,), (1402917679,), (1402917688,), (1402917690,), (1402917692,), (1402917694,), (1402917697,), (1402917698,), (1402917712,), (1402917717,), (1402917720,), (1402917723,), (1402917732,), (1402917734,), (1402917735,), (1402917738,), (1402917742,), (1402917744,), (1402917757,), (1402917758,), (1402917761,), (1402917762,), (1402917773,), (1402917801,), (1402917802,), (1402917803,), (1402917806,), (1402917809,), (1402917812,), (1402917822,), (1402917833,), (1402917834,), (1402917835,), (1402917836,), (1402917837,), (1402917840,), (1402917843,), (1402917846,), (1402917858,), (1402917859,), (1402917860,), (1402917873,), (1402917874,), (1402917877,), (1402917879,), (1402917882,), (1402917885,), (1402917891,), (1402917892,), (1402917893,), (1402917894,), (1402917907,), (1402917908,), (1402917910,), (1402917912,), (1402917914,), (1402918187,), (1402918260,), (1402918325,), (1402918390,), (1402918460,), (1402919450,), (1402919256,), (1402919323,), (1402919381,), (1402919414,), (1402920025,), (1402920074,), (1402920112,), (1402920146,), (1402920201,), (1402920266,), (1402920694,), (1402920697,), (1402920700,), (1402920760,), (1402920799,), (1402920805,), (1402920863,), (1402920867,), (1402920868,), (1402920869,), (1402920870,), (1402920871,), (1402920874,), (1402920876,), (1402920878,), (1402921109,), (1402921142,), (1402921177,), (1402921217,), (1402921253,), (1402921641,), (1402921675,), (1402921883,), (1402921898,), (1402921899,), (1402921916,), (1402921947,), (1402921950,), (1402921996,), (1402921997,), (1402921999,), (1402922000,), (1402922011,), (1402922019,), (1402922030,), (1402922033,), (1402922035,), (1402922038,), (1402922041,), (1402922052,), (1402922061,), (1402922071,), (1402922077,), (1402922080,), (1402922101,), (1402922103,), (1402922105,), (1402922107,), (1402922125,), (1402922127,), (1402922128,), (1402922129,), (1402922138,), (1402922142,), (1402922149,), (1402922151,), (1402922152,), (1402922155,), (1402922157,), (1402922158,), (1402922170,), (1402922171,), (1402922172,), (1402922173,), (1402922175,), (1402922177,), (1402922180,), (1402922183,), (1402922185,), (1402922187,), (1402922199,), (1402922200,), (1402922202,), (1402922204,), (1402922207,), (1402922233,), (1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,), (1402922688,), (1402922678,), (1402922680,), (1402922682,), (1402922685,), (1402922687,), (1402922697,), (1402922699,), (1402922702,), (1402922705,), (1402922708,), (1402922711,), (1402922759,), (1402922762,), (1402922764,), (1402922767,), (1402922769,), (1402922770,), (1402922773,), (1402922775,), (1402922777,), (1402922779,), (1402922786,), (1402922788,), (1402922790,), (1402922814,), (1402922816,), (1402922818,), (1402922821,), (1402922825,), (1402922855,), (1402922858,), (1402922861,), (1402922864,), (1402922871,), (1402922873,), (1402922875,), (1402922877,), (1402922880,), (1402922903,), (1402922904,), (1402922923,), (1402922924,), (1402922925,), (1402922927,), (1402922930,)) NUMBER BATCH : 0 # DISPLAY ALL COLLECTED DATA : {'08012026': {'nb_upload': 45, 'nb_taggue_class': 0, 'nb_taggue_densite': 0}} After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([30046151]) Inside saveOutput : final : True verbose : True saveOutput not yet implemented for datou_step.type : split_time_score we use saveGeneral [1402922930, 1402922927, 1402922925, 1402922924, 1402922923] map_info['map_portfolio_photo'] : {30046151: [1402922930, 1402922927, 1402922925, 1402922924, 1402922923, 1402922904, 1402922903, 1402922880, 1402922877, 1402922875, 1402922873, 1402922871, 1402922864, 1402922861, 1402922858, 1402922855, 1402922825, 1402922821, 1402922818, 1402922816, 1402922814, 1402922790, 1402922788, 1402922786, 1402922779, 1402922777, 1402922775, 1402922773, 1402922770, 1402922769, 1402922767, 1402922764, 1402922762, 1402922759, 1402922711, 1402922708, 1402922705, 1402922702, 1402922699, 1402922697, 1402922687, 1402922685, 1402922682, 1402922680, 1402922678]} final : True mtd_id 4302 list_pids : [1402922930, 1402922927, 1402922925, 1402922924, 1402922923] Looping around the photos to save general results len do output : 1 /30046151Didn'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, '4325773') ('4302', '30046151', '1402922930', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922927', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922925', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922924', None, None, None, None, None, '4325773') ('4302', None, None, None, None, None, None, None, '4325773') ('4302', '30046151', '1402922923', None, None, None, None, None, '4325773') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 6 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, '30046151', 'None', None, None, None, None, '4325773'), ('4302', '30046151', '1402922930', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922927', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922925', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922924', None, None, None, None, None, '4325773'), ('4302', '30046151', '1402922923', None, None, None, None, None, '4325773')] time used for this insertion : 0.017826318740844727 save_final save missing photos in datou_result : time spend for datou_step_exec : 2.009474992752075 time spend to save output : 0.0179898738861084 total time spend for step 5 : 2.0274648666381836 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 (4325773) 1.93user 2.47system 0:09.98elapsed 44%CPU (0avgtext+0avgdata 164484maxresident)k 56inputs+5160outputs (0major+67029minor)pagefaults 0swaps