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 : 3065707 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 (4307150) updating current state to 1 UPDATE MTRPhoto.mtr_datou_current SET state=1, hostname='marlene' WHERE id in (4307150) SELECT count(*) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921339 AND hide_status = 0 list_input_json: [] Current got : datou_id : 4302, datou_cur_ids : ['4307150'] with mtr_portfolio_ids : ['29921339'] and first list_photo_ids : [] new path : /proc/3065707/ Name: python3 Umask: 0002 State: R (running) Tgid: 3065707 Ngid: 0 Pid: 3065707 PPid: 3065706 TracerPid: 0 Uid: 1006 1006 1006 1006 Gid: 1009 1009 1009 1009 FDSize: 64 Groups: 27 1009 1026 NStgid: 3065707 NSpid: 3065707 NSpgid: 3064436 NSsid: 3064436 VmPeak: 1113496 kB VmSize: 1113496 kB VmLck: 0 kB VmPin: 0 kB VmHWM: 105040 kB VmRSS: 105040 kB RssAnon: 66292 kB RssFile: 38748 kB RssShmem: 0 kB VmData: 872224 kB VmStk: 132 kB VmExe: 2644 kB VmLib: 130476 kB VmPTE: 600 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: 48 nonvoluntary_ctxt_switches: 97 {'Name': 'python3', 'Umask': '0002', 'State': 'R (running)', 'Tgid': '3065707', 'Ngid': '0', 'Pid': '3065707', 'PPid': '3065706', 'TracerPid': '0', 'Uid': '1006,1006,1006,1006', 'Gid': '1009,1009,1009,1009', 'FDSize': '64', 'Groups': '27 1009 1026', 'NStgid': '3065707', 'NSpid': '3065707', 'NSpgid': '3064436', 'NSsid': '3064436', 'VmPeak': '1113496 kB', 'VmSize': '1113496 kB', 'VmLck': '0 kB', 'VmPin': '0 kB', 'VmHWM': '105040 kB', 'VmRSS': '105040 kB', 'RssAnon': '66292 kB', 'RssFile': '38748 kB', 'RssShmem': '0 kB', 'VmData': '872224 kB', 'VmStk': '132 kB', 'VmExe': '2644 kB', 'VmLib': '130476 kB', 'VmPTE': '600 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': '48', 'nonvoluntary_ctxt_switches': '97'} ('datou_batch_current', '3065707', '1113496', '0', '1113496', '872224', '105040', b'', 'marlene', '4307150') 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 (29921339) 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 (4307150 ) ) 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 (29921339) AND hide_status = 0 ORDER by mtr_photo_id desc LIMIT 0, 200 list_result: [{'photo_id': 1402261515, 'portfolio_id': 29921339}, {'photo_id': 1402261512, 'portfolio_id': 29921339}, {'photo_id': 1402261510, 'portfolio_id': 29921339}, {'photo_id': 1402261508, 'portfolio_id': 29921339}, {'photo_id': 1402261435, 'portfolio_id': 29921339}, {'photo_id': 1402261366, 'portfolio_id': 29921339}, {'photo_id': 1402261284, 'portfolio_id': 29921339}, {'photo_id': 1402260946, 'portfolio_id': 29921339}, {'photo_id': 1402260858, 'portfolio_id': 29921339}, {'photo_id': 1402260776, 'portfolio_id': 29921339}, {'photo_id': 1402260687, 'portfolio_id': 29921339}, {'photo_id': 1402260609, 'portfolio_id': 29921339}, {'photo_id': 1402260370, 'portfolio_id': 29921339}, {'photo_id': 1402260368, 'portfolio_id': 29921339}, {'photo_id': 1402260367, 'portfolio_id': 29921339}, {'photo_id': 1402260075, 'portfolio_id': 29921339}, {'photo_id': 1402260008, 'portfolio_id': 29921339}, {'photo_id': 1402259955, 'portfolio_id': 29921339}, {'photo_id': 1402259921, 'portfolio_id': 29921339}, {'photo_id': 1402259375, 'portfolio_id': 29921339}, {'photo_id': 1402259338, 'portfolio_id': 29921339}] map_portfolio_id_photo_id: {29921339: [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609, 1402260370, 1402260368, 1402260367, 1402260075, 1402260008, 1402259955, 1402259921, 1402259375, 1402259338]} ##### 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 : 0.018474340438842773 #### fin chargement data Blocking on flush ? No conitnuing About to test input to load Calling datou_exec Inside datou_exec : verbose : True number of steps : 5 step1:ventilate_hashtags_in_portfolio Sat Jan 3 04:06:58 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 (29921339) 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 : 29921339 get user id for portfolio 29921339 get sub ptf for main ptf 29921339, type 3726 and hashtags ['cartonnette', 'Teint_Dans_La_Masse', 'kraft', 'mal_croppe', 'environnement', 'flou', 'Carton_brun', 'Carton_gris', 'autre_refus', 'plastique', 'papier', 'metal'] 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`=29921339 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('cartonnette','Teint_Dans_La_Masse','kraft','mal_croppe','environnement','flou','Carton_brun','Carton_gris','autre_refus','plastique','papier','metal')) 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`=29921339 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('cartonnette','Teint_Dans_La_Masse','kraft','mal_croppe','environnement','flou','Carton_brun','Carton_gris','autre_refus','plastique','papier','metal')) AND mptpi.`min_score`=0.5 To do returned map {'kraft': {'main_port_id': 29921339, 'sub_port_id': 29921348, 'hashtag': 'kraft', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473159, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'mal_croppe': {'main_port_id': 29921339, 'sub_port_id': 29921349, 'hashtag': 'mal_croppe', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473160, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'Teint_Dans_La_Masse': {'main_port_id': 29921339, 'sub_port_id': 29921350, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473161, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'cartonnette': {'main_port_id': 29921339, 'sub_port_id': 29921351, 'hashtag': 'cartonnette', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473162, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'Carton_gris': {'main_port_id': 29921339, 'sub_port_id': 29921352, 'hashtag': 'Carton_gris', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473163, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'Carton_brun': {'main_port_id': 29921339, 'sub_port_id': 29921353, 'hashtag': 'Carton_brun', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473164, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'environnement': {'main_port_id': 29921339, 'sub_port_id': 29921354, 'hashtag': 'environnement', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473165, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'flou': {'main_port_id': 29921339, 'sub_port_id': 29921355, 'hashtag': 'flou', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473166, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'autre_refus': {'main_port_id': 29921339, 'sub_port_id': 29921356, 'hashtag': 'autre_refus', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473167, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'papier': {'main_port_id': 29921339, 'sub_port_id': 29921357, 'hashtag': 'papier', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473168, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'plastique': {'main_port_id': 29921339, 'sub_port_id': 29921358, 'hashtag': 'plastique', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473169, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}, 'metal': {'main_port_id': 29921339, 'sub_port_id': 29921359, 'hashtag': 'metal', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473170, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 27)}} insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29921348 , 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=29921339 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 (29921348) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921349 , 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=29921339 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 (29921349) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921350 , 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=29921339 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 (29921350) result : ((1402261526,), (1402261527,), (1402261529,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921351 , 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=29921339 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 (29921351) result : ((1402261531,), (1402261532,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921352 , 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=29921339 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 (29921352) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921353 , 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=29921339 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 (29921353) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921354 , 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=29921339 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 (29921354) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921355 , 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=29921339 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 (29921355) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921356 , 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=29921339 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 (29921356) result : ((1402261530,),) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921357 , 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=29921339 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 (29921357) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921358 , 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=29921339 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 (29921358) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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 29921359 , 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=29921339 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 (29921359) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29921339) result : ((1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) 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`=29921339 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('cartonnette','Teint_Dans_La_Masse','kraft','mal_croppe','environnement','flou','Carton_brun','Carton_gris','autre_refus','plastique','papier','metal')) 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`=29921339 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('cartonnette','Teint_Dans_La_Masse','kraft','mal_croppe','environnement','flou','Carton_brun','Carton_gris','autre_refus','plastique','papier','metal')) AND mptpi.`min_score`=0.5 To do returned map {'kraft': {'main_port_id': 29921339, 'sub_port_id': 29921362, 'hashtag': 'kraft', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473171, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'mal_croppe': {'main_port_id': 29921339, 'sub_port_id': 29921363, 'hashtag': 'mal_croppe', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473172, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'Teint_Dans_La_Masse': {'main_port_id': 29921339, 'sub_port_id': 29921364, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473173, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'cartonnette': {'main_port_id': 29921339, 'sub_port_id': 29921365, 'hashtag': 'cartonnette', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473174, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'Carton_gris': {'main_port_id': 29921339, 'sub_port_id': 29921366, 'hashtag': 'Carton_gris', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473175, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'Carton_brun': {'main_port_id': 29921339, 'sub_port_id': 29921367, 'hashtag': 'Carton_brun', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473176, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'environnement': {'main_port_id': 29921339, 'sub_port_id': 29921368, 'hashtag': 'environnement', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473177, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'flou': {'main_port_id': 29921339, 'sub_port_id': 29921369, 'hashtag': 'flou', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473178, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'autre_refus': {'main_port_id': 29921339, 'sub_port_id': 29921370, 'hashtag': 'autre_refus', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473179, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'papier': {'main_port_id': 29921339, 'sub_port_id': 29921371, 'hashtag': 'papier', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473180, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'plastique': {'main_port_id': 29921339, 'sub_port_id': 29921372, 'hashtag': 'plastique', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473181, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 3, 33), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}, 'metal': {'main_port_id': 29921339, 'sub_port_id': 29921373, 'hashtag': 'metal', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20473182, 'last_updated_at': datetime.datetime(2026, 1, 3, 4, 5, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 4, 5, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 4, 3, 33)}} insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921362,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921348 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921363,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921349 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921364,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921350 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921365,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921351 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921366,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921352 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921367,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921353 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921368,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921354 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921369,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921355 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921370,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921356 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921371,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921357 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921372,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921358 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29921373,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29921359 lien utilise dans velours : https://marlene.fotonower.com/velours/29921362,29921363,29921364,29921365,29921366,29921367,29921368,29921369,29921370,29921371,29921372,29921373?tags=kraft,mal_croppe,Teint_Dans_La_Masse,cartonnette,Carton_gris,Carton_brun,environnement,flou,autre_refus,papier,plastique,metal After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29921339]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : ventilate_hashtags_in_portfolio we use saveGeneral [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609] map_info['map_portfolio_photo'] : {29921339: [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609, 1402260370, 1402260368, 1402260367, 1402260075, 1402260008, 1402259955, 1402259921, 1402259375, 1402259338]} final : False mtd_id 4302 list_pids : [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609] Looping around the photos to save general results len do output : 1 /29921339. 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, '4307150') ('4302', '29921339', '1402261515', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261512', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261510', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261508', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261435', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261366', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261284', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260946', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260858', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260776', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260687', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260609', None, None, None, None, None, '4307150') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 13 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, '29921339', "{'kraft': 29921348, 'mal_croppe': 29921349, 'Teint_Dans_La_Masse': 29921350, 'cartonnette': 29921351, 'Carton_gris': 29921352, 'Carton_brun': 29921353, 'environnement': 29921354, 'flou': 29921355, 'autre_refus': 29921356, 'papier': 29921357, 'plastique': 29921358, 'metal': 29921359}", None, None, None, None, '4307150'), ('4302', '29921339', '1402261515', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261512', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261510', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261508', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261435', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261366', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261284', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260946', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260858', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260776', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260687', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260609', None, None, None, None, None, '4307150')] time used for this insertion : 0.016901254653930664 save_final save missing photos in datou_result : time spend for datou_step_exec : 1.7704212665557861 time spend to save output : 0.017220020294189453 total time spend for step 1 : 1.7876412868499756 step2:final Sat Jan 3 04:06:59 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 (29921339) 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 29921339 : SELECT photo_id, hashtag_id, ratio from MTRPhoto.photo_carac_ratio where hashtag_type = 3726 and photo_id in (1402259375,1402259338,1402260075,1402260008,1402259955,1402259921,1402260370,1402260368,1402260367,1402260946,1402260858,1402260776,1402260687,1402260609,1402261435,1402261366,1402261284,1402261515,1402261512,1402261510,1402261508); 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([29921339]) Inside saveOutput : final : False verbose : True original output for save of step final : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} new output for save of step final : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609] map_info['map_portfolio_photo'] : {29921339: [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609, 1402260370, 1402260368, 1402260367, 1402260075, 1402260008, 1402259955, 1402259921, 1402259375, 1402259338]} final : False mtd_id 4302 list_pids : [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609] Looping around the photos to save general results len do output : 12 /1402261515.Didn't retrieve data . /1402261512.Didn't retrieve data . /1402261510.Didn't retrieve data . /1402261508.Didn't retrieve data . /1402261435.Didn't retrieve data . /1402261366.Didn't retrieve data . /1402261284.Didn't retrieve data . /1402260946.Didn't retrieve data . /1402260858.Didn't retrieve data . /1402260776.Didn't retrieve data . /1402260687.Didn't retrieve data . /1402260609.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, '4307150') ('4302', '29921339', '1402261515', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261512', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261510', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261508', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261435', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261366', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261284', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260946', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260858', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260776', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260687', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260609', None, None, None, None, None, '4307150') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 36 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', '29921339', '1402261515', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402261512', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402261510', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402261508', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402261435', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402261366', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402261284', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402260946', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402260858', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402260776', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402260687', '0.12299112891947589', None, None, None, None, '4307150'), ('4302', '29921339', '1402260609', '0.12299112891947589', None, None, None, None, '4307150')] time used for this insertion : 0.015993356704711914 save_final save missing photos in datou_result : time spend for datou_step_exec : 0.08224654197692871 time spend to save output : 0.016625165939331055 total time spend for step 2 : 0.09887170791625977 step3:velours_tree Sat Jan 3 04:07:00 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 : {29921339: [{'kraft': 29921348, 'mal_croppe': 29921349, 'Teint_Dans_La_Masse': 29921350, 'cartonnette': 29921351, 'Carton_gris': 29921352, 'Carton_brun': 29921353, 'environnement': 29921354, 'flou': 29921355, 'autre_refus': 29921356, 'papier': 29921357, 'plastique': 29921358, 'metal': 29921359}]} input_args_next_step : {29921339: ()} output_args : {29921339: [{'kraft': 29921348, 'mal_croppe': 29921349, 'Teint_Dans_La_Masse': 29921350, 'cartonnette': 29921351, 'Carton_gris': 29921352, 'Carton_brun': 29921353, 'environnement': 29921354, 'flou': 29921355, 'autre_refus': 29921356, 'papier': 29921357, 'plastique': 29921358, 'metal': 29921359}]} args : 29921339 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 : ({'kraft': 29921348, 'mal_croppe': 29921349, 'Teint_Dans_La_Masse': 29921350, 'cartonnette': 29921351, 'Carton_gris': 29921352, 'Carton_brun': 29921353, 'environnement': 29921354, 'flou': 29921355, 'autre_refus': 29921356, 'papier': 29921357, 'plastique': 29921358, 'metal': 29921359},) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29921339) 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([29921339]) Inside saveOutput : final : False verbose : True ouput is None No outpout to save, returning out of save general time spend for datou_step_exec : 0.3513514995574951 time spend to save output : 7.295608520507812e-05 total time spend for step 3 : 0.3514244556427002 step4:send_mail_cod Sat Jan 3 04:07:00 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 : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} input_args_next_step : {1402261515: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402261515 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402261512 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402261510 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402261508 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402261435 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402261366 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402261284 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402260946 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402260858 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402260776 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402260687 depend.output_id : 0 input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ()} output_args : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',)} args : 1402260609 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 : {29921339: [{'kraft': 29921348, 'mal_croppe': 29921349, 'Teint_Dans_La_Masse': 29921350, 'cartonnette': 29921351, 'Carton_gris': 29921352, 'Carton_brun': 29921353, 'environnement': 29921354, 'flou': 29921355, 'autre_refus': 29921356, 'papier': 29921357, 'plastique': 29921358, 'metal': 29921359}]} input_args_next_step : {1402261515: ('0.12299112891947589',), 1402261512: ('0.12299112891947589',), 1402261510: ('0.12299112891947589',), 1402261508: ('0.12299112891947589',), 1402261435: ('0.12299112891947589',), 1402261366: ('0.12299112891947589',), 1402261284: ('0.12299112891947589',), 1402260946: ('0.12299112891947589',), 1402260858: ('0.12299112891947589',), 1402260776: ('0.12299112891947589',), 1402260687: ('0.12299112891947589',), 1402260609: ('0.12299112891947589',), 29921339: ()} output_args : {29921339: [{'kraft': 29921348, 'mal_croppe': 29921349, 'Teint_Dans_La_Masse': 29921350, 'cartonnette': 29921351, 'Carton_gris': 29921352, 'Carton_brun': 29921353, 'environnement': 29921354, 'flou': 29921355, 'autre_refus': 29921356, 'papier': 29921357, 'plastique': 29921358, 'metal': 29921359}]} args : 29921339 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 :13, first value : ('0.12299112891947589',) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29921339) 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 (1402261515,1402261512,1402261510,1402261508,1402261435,1402261366,1402261284,1402260946,1402260858,1402260776,1402260687,1402260609) Found this number of photos: 12 ##### Call download_photos : nb_thread : 5 begin to download photo : 1402260609 begin to download photo : 1402260858 begin to download photo : 1402261366 begin to download photo : 1402261510 download finish for photo 1402260858 begin to download photo : 1402260946 download finish for photo 1402261366 begin to download photo : 1402261435 download finish for photo 1402260609 begin to download photo : 1402260687 download finish for photo 1402261510 begin to download photo : 1402261512 download finish for photo 1402260946 begin to download photo : 1402261284 download finish for photo 1402261435 begin to download photo : 1402261508 download finish for photo 1402261512 begin to download photo : 1402261515 download finish for photo 1402260687 begin to download photo : 1402260776 download finish for photo 1402260776 download finish for photo 1402261508 download finish for photo 1402261515 download finish for photo 1402261284 we have missing 0 photos in the step downloads : photo missing : [] try to delete the photos missing in DB ##### After download_photos imagette299213481767409620/ imagette299213491767409620/ length of list_filenames : 12 ; length of list_pids : 12 ; length of list_args : 12 results_Auto_P29921339_03-01-2026_04_07_00.pdf 29921348 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=29921348 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299213481767409620 29921349 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=29921349 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299213491767409620 29921351 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=29921351 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402261531: '1767409585_1560837_1402260368_3395760fdc79d913a2069f1f03cc2f04_rle_crop_4089312630_0.png', 1402261532: '1767409585_1560837_1402260367_ab25b841c5ffee392a3b5e81550c0b9d_rle_crop_4089312652_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/3/821d148b2b47f11be0e2fc07a3536f9e_23940241.png change filename to text .imagette299213511767409620/ imagette299213511767409620/1767409585_1560837_1402260368_3395760fdc79d913a2069f1f03cc2f04_rle_crop_4089312630_0.png.png imagette299213511767409620/1767409585_1560837_1402260367_ab25b841c5ffee392a3b5e81550c0b9d_rle_crop_4089312652_0.png.png imagette299213551767409621/ wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/3/c1311ecfacaef3d0fd8d7b7f8ed2ac72_60323316.png imagette299213511767409620 29921355 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=29921355 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299213551767409621 29921356 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=29921356 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402261530: '1767409585_1560837_1402260368_3395760fdc79d913a2069f1f03cc2f04_rle_crop_4089312632_0.png'} change filename to text .imagette299213561767409621/ imagette299213561767409621/1767409585_1560837_1402260368_3395760fdc79d913a2069f1f03cc2f04_rle_crop_4089312632_0.png.png imagette299213581767409621/ imagette299213591767409621/ wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/3/90df0727a8997f0a91d9326010fbceef_37797446.png imagette299213561767409621 29921358 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=29921358 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299213581767409621 29921359 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=29921359 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299213591767409621 29921350 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=29921350 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402261526: '1767409585_1560837_1402260368_3395760fdc79d913a2069f1f03cc2f04_rle_crop_4089312636_0.png', 1402261527: '1767409585_1560837_1402260368_3395760fdc79d913a2069f1f03cc2f04_rle_crop_4089312638_0.png', 1402261529: '1767409585_1560837_1402260367_ab25b841c5ffee392a3b5e81550c0b9d_rle_crop_4089312649_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/3/198d69a886d4055a520344f0b486bee4_90466197.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/3/4810dbf1201a40bedb59513ff671b979_66237531.png change filename to text .imagette299213501767409621/ imagette299213501767409621/1767409585_1560837_1402260368_3395760fdc79d913a2069f1f03cc2f04_rle_crop_4089312636_0.png.png imagette299213501767409621/1767409585_1560837_1402260367_ab25b841c5ffee392a3b5e81550c0b9d_rle_crop_4089312649_0.png.png imagette299213501767409621/1767409585_1560837_1402260368_3395760fdc79d913a2069f1f03cc2f04_rle_crop_4089312638_0.png.png imagette299213521767409621/ imagette299213531767409621/ wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/3/6266946fd4dcdbaa62f92a8a77152cba_4737402.png imagette299213501767409621 29921352 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=29921352 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299213521767409621 29921353 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=29921353 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299213531767409621 SELECT h.hashtag,pcr.value FROM MTRUser.portfolio_carac_ratio pcr, MTRBack.hashtags h where pcr.portfolio_id=29921339 and hashtag_type = 3726 and pcr.hashtag_id = h.hashtag_id; velour_link : https://marlene.fotonower.com/velours/29921362,29921363,29921364,29921365,29921366,29921367,29921368,29921369,29921370,29921371,29921372,29921373?tags=kraft,mal_croppe,Teint_Dans_La_Masse,cartonnette,Carton_gris,Carton_brun,environnement,flou,autre_refus,papier,plastique,metal your option no_mail is active, we will not send the real mail to your client args[1402261515] : ('0.12299112891947589',) no score found for photo 1402261515 We are sending mail with results at report@fotonower.com args[1402261512] : ('0.12299112891947589',) no score found for photo 1402261512 We are sending mail with results at report@fotonower.com args[1402261510] : ('0.12299112891947589',) no score found for photo 1402261510 We are sending mail with results at report@fotonower.com args[1402261508] : ('0.12299112891947589',) no score found for photo 1402261508 We are sending mail with results at report@fotonower.com args[1402261435] : ('0.12299112891947589',) no score found for photo 1402261435 We are sending mail with results at report@fotonower.com args[1402261366] : ('0.12299112891947589',) no score found for photo 1402261366 We are sending mail with results at report@fotonower.com args[1402261284] : ('0.12299112891947589',) no score found for photo 1402261284 We are sending mail with results at report@fotonower.com args[1402260946] : ('0.12299112891947589',) no score found for photo 1402260946 We are sending mail with results at report@fotonower.com args[1402260858] : ('0.12299112891947589',) no score found for photo 1402260858 We are sending mail with results at report@fotonower.com args[1402260776] : ('0.12299112891947589',) no score found for photo 1402260776 We are sending mail with results at report@fotonower.com args[1402260687] : ('0.12299112891947589',) no score found for photo 1402260687 We are sending mail with results at report@fotonower.com args[1402260609] : ('0.12299112891947589',) no score found for photo 1402260609 We are sending mail with results at report@fotonower.com refus_total : 0.12299112891947589 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=29921339 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_P29921339_03-01-2026_04_07_00.pdf results_Auto_P29921339_03-01-2026_04_07_00.pdf uploaded to url https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29921339_03-01-2026_04_07_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','29921339','results_Auto_P29921339_03-01-2026_04_07_00.pdf','https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29921339_03-01-2026_04_07_00.pdf','pdf','','0.13','0.12299112891947589') After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29921339]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : send_mail_cod we use saveGeneral [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609] map_info['map_portfolio_photo'] : {29921339: [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609, 1402260370, 1402260368, 1402260367, 1402260075, 1402260008, 1402259955, 1402259921, 1402259375, 1402259338]} final : False mtd_id 4302 list_pids : [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609] 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, '4307150') ('4302', '29921339', '1402261515', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261512', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261510', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261508', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261435', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261366', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261284', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260946', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260858', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260776', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260687', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260609', None, None, None, None, None, '4307150') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 12 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', '29921339', '1402261515', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261512', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261510', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261508', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261435', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261366', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261284', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260946', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260858', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260776', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260687', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260609', None, None, None, None, None, '4307150')] time used for this insertion : 0.0157620906829834 save_final save missing photos in datou_result : time spend for datou_step_exec : 2.209796667098999 time spend to save output : 0.016016244888305664 total time spend for step 4 : 2.2258129119873047 step5:split_time_score Sat Jan 3 04:07:02 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 : ['29921339'] 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 : [('29921339',)] After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29921339) Here we display some param of map_info ! map_filenames : {} map_photo_id_path_extension : {1402260609: {'path': 'temp/1767409620_3065707_1402260609_92935a0f04079e022ee528389c93bedb.jpg', 'extension': 'jpg'}, 1402260687: {'path': 'temp/1767409620_3065707_1402260687_d11fb114b3d785c128160a4531ef1091.jpg', 'extension': 'jpg'}, 1402260776: {'path': 'temp/1767409620_3065707_1402260776_e3bf8aed7a6209ed3579bd6fabadc191.jpg', 'extension': 'jpg'}, 1402261366: {'path': 'temp/1767409620_3065707_1402261366_eeb763e3169c997442cd79c2c9cc4b33.jpg', 'extension': 'jpg'}, 1402261435: {'path': 'temp/1767409620_3065707_1402261435_be7bdc3bbd18a4d939118ef31f2d6761.jpg', 'extension': 'jpg'}, 1402261508: {'path': 'temp/1767409620_3065707_1402261508_10d51d200e09b4474e1ff697688d625f.jpg', 'extension': 'jpg'}, 1402261510: {'path': 'temp/1767409620_3065707_1402261510_ec5b30bd87f690ad465f120434d39e6b.jpg', 'extension': 'jpg'}, 1402261512: {'path': 'temp/1767409620_3065707_1402261512_5a9a473acd003e98029e654f845cb511.jpg', 'extension': 'jpg'}, 1402261515: {'path': 'temp/1767409620_3065707_1402261515_7bbd18dd02a2419b5cccc7905fb1a4df.jpg', 'extension': 'jpg'}, 1402260858: {'path': 'temp/1767409620_3065707_1402260858_b7e1c15eb38292f9b8db6b9e301b4b75.jpg', 'extension': 'jpg'}, 1402260946: {'path': 'temp/1767409620_3065707_1402260946_ee19a2c4a75aec21237f60f6d1790ac3.jpg', 'extension': 'jpg'}, 1402261284: {'path': 'temp/1767409620_3065707_1402261284_bbb4dfed335453d2a6b2dadccabf7d87.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 = 29921339; (('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 = 29921339 group by h (('04', 21),) 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=29921339 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 (29921339) 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 (29921339) AND cps.thcl in (758) order by cps.score desc LIMIT 0, 100000 ERROR counted https://github.com/fotonower/Velours/issues/663#issuecomment-421136223 {} 03012026 29921339 Nombre de photos uploadées : 21 / 23040 (0%) 03012026 29921339 Nombre de photos taguées (types de déchets): 0 / 21 (0%) 03012026 29921339 Nombre de photos taguées (volume) : 0 / 21 (0%) [{'photo_id': 1402259375, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/3/2caaf073d37d1fb119b5535b48acaad4.jpg', 'username': None, 'uploaded_at': 1767409267, 'text': 'image_03012026_04_00_14_10196.jpg'}, {'photo_id': 1402259338, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/3/7b61f6f68f59712830f927ff0574a5fc.jpg', 'username': None, 'uploaded_at': 1767409267, 'text': 'image_03012026_04_00_45_10139.jpg'}, {'photo_id': 1402260075, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/3/b5d2ef3e99dc27b2e1a4d1e3ca0110b7.jpg', 'username': None, 'uploaded_at': 1767409327, 'text': 'image_03012026_04_00_55_10138.jpg'}, {'photo_id': 1402260008, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/3/12106f7fe0b341ef46b4cf29277d187f.jpg', 'username': None, 'uploaded_at': 1767409327, 'text': 'image_03012026_04_01_05_10153.jpg'}] 0 [] elapsed_time : load_data_split_time_score 2.1457672119140625e-06 elapsed_time : order_list_meta_photo_and_scores 5.0067901611328125e-06 ????????????????????? elapsed_time : fill_and_build_computed_from_old_data 0.0010066032409667969 INSERT INTO `MTRPhoto`.`dashboard_entry_day` (`dashboard_place_id`, `mtr_portfolio_id`, `date`) VALUES ( 10, 29921339, '2026-01-03' ) 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 = '2026-01-03' ; INSERT INTO `MTRPhoto`.`dashboard_run_ids` (`dashboard_entry_day`, `mtr_user_id`, `misc_info`) VALUES (2836586,979,"{}"); Catched exception ! Connect or reconnect ! elapsed_time : insert_dashboard_record_day_entry 0.24873709678649902 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= 2836586 AND ded.last_run_id=dri.id AND dri.dashboard_entry_day=ded.id AND dri.id=dr.dashboard_run_id [{'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29913124, 'dashboard_result_id': 18984964, '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_P29913124_03-01-2026_00_16_58.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29913134, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29913135, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29913136, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29913137, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29913138, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29913139, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29913140, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29913141, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29913142, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29913143, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29913144, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29913145, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29913958, 'dashboard_result_id': 18984965, '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_P29913958_03-01-2026_00_32_59.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29913964, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29913965, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29913966, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29913967, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29913968, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29913969, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29913970, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29913971, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29913972, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29913973, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29913974, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29913975, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29914803, 'dashboard_result_id': 18984966, '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_P29914803_03-01-2026_00_46_59.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29914805, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29914806, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29914807, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29914808, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29914809, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29914810, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29914811, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29914812, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29914813, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29914814, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29914815, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29914816, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29915415, 'dashboard_result_id': 18984967, '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_P29915415_03-01-2026_01_34_59.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29915422, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29915423, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29915424, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29915425, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29915426, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29915427, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29915428, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29915429, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29915430, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29915431, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29915432, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29915433, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29916769, 'dashboard_result_id': 18984968, '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_P29916769_03-01-2026_01_46_59.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29916770, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29916771, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29916772, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29916773, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29916774, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29916775, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29916776, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29916777, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29916778, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29916779, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29916780, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29916781, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29917038, 'dashboard_result_id': 18984969, '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_P29917038_03-01-2026_02_02_59.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29917044, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29917045, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29917046, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29917047, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29917048, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29917049, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29917050, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29917051, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29917052, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29917053, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29917054, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29917055, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29917437, 'dashboard_result_id': 18984970, '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_P29917437_03-01-2026_02_17_00.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29917455, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29917456, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29917457, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29917458, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29917459, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29917460, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29917461, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29917462, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29917463, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29917464, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29917465, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29917466, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29918063, 'dashboard_result_id': 18984971, '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_P29918063_03-01-2026_02_33_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29918070, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29918071, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29918072, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29918073, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29918074, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29918075, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29918076, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29918077, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29918079, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29918080, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29918081, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29918082, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29918549, 'dashboard_result_id': 18984972, '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_P29918549_03-01-2026_02_49_30.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29918574, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29918575, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29918576, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29918577, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29918578, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29918579, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29918580, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29918581, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29918582, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29918583, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29918584, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29918585, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29919023, 'dashboard_result_id': 18984973, '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_P29919023_03-01-2026_03_04_01.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29919027, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29919028, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29919029, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29919030, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29919031, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29919032, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29919033, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29919034, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29919035, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29919036, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29919037, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29919038, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29919389, 'dashboard_result_id': 18984974, '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_P29919389_03-01-2026_03_04_31.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29919430, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29919431, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29919432, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29919433, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29919434, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29919435, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29919436, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29919437, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29919438, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29919439, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29919440, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29919441, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29919926, 'dashboard_result_id': 18984975, '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_P29919926_03-01-2026_03_32_59.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29919939, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29919940, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29919941, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29919942, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29919943, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29919944, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29919945, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29919946, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29919947, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29919948, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29919949, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29919950, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29920459, 'dashboard_result_id': 18984976, '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_P29920459_03-01-2026_03_50_58.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29920491, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29920492, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29920493, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29920494, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29920495, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29920496, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29920497, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29920498, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29920499, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29920500, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29920501, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29920502, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29921045, 'dashboard_result_id': 18984977, '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_P29921045_03-01-2026_04_02_58.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29921049, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29921050, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29921051, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29921052, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29921053, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29921054, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29921055, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29921056, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29921057, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29921058, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29921059, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29921061, 'pht': 3726}}"}, {'dashboat_entry_day': 2836586, 'dashboard_run_id': 2843772, 'mtr_portfolio_id': 29921339, 'dashboard_result_id': 18984978, '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_P29921339_03-01-2026_04_05_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29921348, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29921349, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29921350, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29921351, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29921352, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29921353, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29921354, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29921355, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29921356, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29921357, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29921358, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29921359, '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 = 29913124 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': 4306191, 'mtr_portfolio_id': 29913124, 'created_at': datetime.datetime(2026, 1, 3, 0, 16, 58), 'result': '0.0642702348306247', 'result_long': None, 'result_double': None}] Qualite : 0.0642702348306247 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29913124 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29913124_03-01-2026_00_16_58.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29913124 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_P29913124_03-01-2026_00_16_58.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29913134, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29913135, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29913136, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29913137, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29913138, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29913139, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29913140, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29913141, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29913142, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29913143, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29913144, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29913145, 'pht': 3726}}" where mtr_portfolio_id = 29913124 and dashboard_run_id = 2843772 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`=29913124 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984964, 0.0642702348306247, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29913124_03-01-2026_00_16_58.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29913134, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29913135, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29913136, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29913137, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29913138, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29913139, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29913140, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29913141, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29913142, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29913143, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29913144, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29913145, '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 = 29913958 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': 4306252, 'mtr_portfolio_id': 29913958, 'created_at': datetime.datetime(2026, 1, 3, 0, 32, 58), 'result': '0.05184228848625997', 'result_long': None, 'result_double': None}] Qualite : 0.05184228848625997 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29913958 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29913958_03-01-2026_00_32_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29913958 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_P29913958_03-01-2026_00_32_59.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29913964, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29913965, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29913966, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29913967, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29913968, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29913969, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29913970, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29913971, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29913972, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29913973, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29913974, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29913975, 'pht': 3726}}" where mtr_portfolio_id = 29913958 and dashboard_run_id = 2843772 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`=29913958 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984965, 0.05184228848625997, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29913958_03-01-2026_00_32_59.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29913964, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29913965, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29913966, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29913967, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29913968, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29913969, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29913970, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29913971, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29913972, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29913973, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29913974, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29913975, '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 = 29914803 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': 4306310, 'mtr_portfolio_id': 29914803, 'created_at': datetime.datetime(2026, 1, 3, 0, 46, 59), 'result': '0.04199812729655372', 'result_long': None, 'result_double': None}] Qualite : 0.04199812729655372 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29914803 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29914803_03-01-2026_00_46_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29914803 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_P29914803_03-01-2026_00_46_59.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29914805, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29914806, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29914807, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29914808, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29914809, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29914810, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29914811, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29914812, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29914813, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29914814, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29914815, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29914816, 'pht': 3726}}" where mtr_portfolio_id = 29914803 and dashboard_run_id = 2843772 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`=29914803 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984966, 0.04199812729655372, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29914803_03-01-2026_00_46_59.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29914805, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29914806, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29914807, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29914808, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29914809, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29914810, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29914811, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29914812, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29914813, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29914814, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29914815, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29914816, '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 = 29915415 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': 4306359, 'mtr_portfolio_id': 29915415, 'created_at': datetime.datetime(2026, 1, 3, 1, 34, 59), 'result': '0.061570388074107994', 'result_long': None, 'result_double': None}] Qualite : 0.061570388074107994 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29915415 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29915415_03-01-2026_01_34_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29915415 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_P29915415_03-01-2026_01_34_59.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29915422, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29915423, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29915424, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29915425, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29915426, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29915427, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29915428, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29915429, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29915430, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29915431, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29915432, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29915433, 'pht': 3726}}" where mtr_portfolio_id = 29915415 and dashboard_run_id = 2843772 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`=29915415 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984967, 0.061570388074107994, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29915415_03-01-2026_01_34_59.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29915422, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29915423, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29915424, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29915425, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29915426, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29915427, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29915428, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29915429, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29915430, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29915431, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29915432, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29915433, '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 = 29916769 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': 4306501, 'mtr_portfolio_id': 29916769, 'created_at': datetime.datetime(2026, 1, 3, 1, 46, 58), 'result': '0.03553181151856805', 'result_long': None, 'result_double': None}] Qualite : 0.03553181151856805 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29916769 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29916769_03-01-2026_01_46_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29916769 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_P29916769_03-01-2026_01_46_59.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29916770, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29916771, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29916772, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29916773, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29916774, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29916775, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29916776, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29916777, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29916778, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29916779, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29916780, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29916781, 'pht': 3726}}" where mtr_portfolio_id = 29916769 and dashboard_run_id = 2843772 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`=29916769 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984968, 0.03553181151856805, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29916769_03-01-2026_01_46_59.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 29916770, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29916771, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29916772, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29916773, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29916774, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29916775, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29916776, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29916777, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29916778, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29916779, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29916780, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29916781, '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 = 29917038 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': 4306539, 'mtr_portfolio_id': 29917038, 'created_at': datetime.datetime(2026, 1, 3, 2, 2, 58), 'result': '0.04448302141710964', 'result_long': None, 'result_double': None}] Qualite : 0.04448302141710964 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29917038 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29917038_03-01-2026_02_02_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29917038 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_P29917038_03-01-2026_02_02_59.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29917044, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29917045, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29917046, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29917047, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29917048, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29917049, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29917050, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29917051, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29917052, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29917053, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29917054, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29917055, 'pht': 3726}}" where mtr_portfolio_id = 29917038 and dashboard_run_id = 2843772 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`=29917038 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984969, 0.04448302141710964, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29917038_03-01-2026_02_02_59.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29917044, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29917045, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29917046, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29917047, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29917048, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29917049, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29917050, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29917051, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29917052, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29917053, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29917054, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29917055, '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 = 29917437 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': 4306627, 'mtr_portfolio_id': 29917437, 'created_at': datetime.datetime(2026, 1, 3, 2, 16, 59), 'result': '0.057319382092224716', 'result_long': None, 'result_double': None}] Qualite : 0.057319382092224716 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29917437 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29917437_03-01-2026_02_17_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29917437 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_P29917437_03-01-2026_02_17_00.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29917455, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29917456, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29917457, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29917458, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29917459, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29917460, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29917461, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29917462, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29917463, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29917464, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29917465, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29917466, 'pht': 3726}}" where mtr_portfolio_id = 29917437 and dashboard_run_id = 2843772 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`=29917437 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984970, 0.057319382092224716, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29917437_03-01-2026_02_17_00.pdf', 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29917455, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29917456, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29917457, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29917458, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29917459, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29917460, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29917461, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29917462, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29917463, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29917464, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29917465, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29917466, '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 = 29918063 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': 4306683, 'mtr_portfolio_id': 29918063, 'created_at': datetime.datetime(2026, 1, 3, 2, 33), 'result': '0.04799490989706727', 'result_long': None, 'result_double': None}] Qualite : 0.04799490989706727 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29918063 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29918063_03-01-2026_02_33_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29918063 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_P29918063_03-01-2026_02_33_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29918070, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29918071, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29918072, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29918073, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29918074, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29918075, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29918076, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29918077, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29918079, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29918080, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29918081, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29918082, 'pht': 3726}}" where mtr_portfolio_id = 29918063 and dashboard_run_id = 2843772 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`=29918063 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984971, 0.04799490989706727, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29918063_03-01-2026_02_33_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29918070, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29918071, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29918072, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29918073, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29918074, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29918075, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29918076, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29918077, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29918079, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29918080, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29918081, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29918082, '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 = 29918549 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': 4306752, 'mtr_portfolio_id': 29918549, 'created_at': datetime.datetime(2026, 1, 3, 2, 49, 29), 'result': '0.06191839836792222', 'result_long': None, 'result_double': None}] Qualite : 0.06191839836792222 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29918549 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29918549_03-01-2026_02_49_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29918549 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_P29918549_03-01-2026_02_49_30.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29918574, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29918575, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29918576, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29918577, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29918578, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29918579, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29918580, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29918581, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29918582, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29918583, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29918584, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29918585, 'pht': 3726}}" where mtr_portfolio_id = 29918549 and dashboard_run_id = 2843772 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`=29918549 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984972, 0.06191839836792222, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29918549_03-01-2026_02_49_30.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29918574, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29918575, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29918576, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29918577, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29918578, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29918579, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29918580, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29918581, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29918582, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29918583, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29918584, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29918585, '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 = 29919023 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': 4306807, 'mtr_portfolio_id': 29919023, 'created_at': datetime.datetime(2026, 1, 3, 3, 4), 'result': '0.07474294546169995', 'result_long': None, 'result_double': None}] Qualite : 0.07474294546169995 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29919023 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29919023_03-01-2026_03_04_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29919023 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_P29919023_03-01-2026_03_04_01.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29919027, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29919028, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29919029, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29919030, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29919031, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29919032, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29919033, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29919034, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29919035, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29919036, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29919037, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29919038, 'pht': 3726}}" where mtr_portfolio_id = 29919023 and dashboard_run_id = 2843772 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`=29919023 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984973, 0.07474294546169995, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29919023_03-01-2026_03_04_01.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29919027, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29919028, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29919029, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29919030, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29919031, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29919032, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29919033, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29919034, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29919035, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29919036, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29919037, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29919038, '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 = 29919389 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 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 = 29919389 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 ORDER BY created_at desc LIMIT 1 select value from MTRUser.portfolio_carac_ratio where portfolio_id = 29919389 and created_at >= ( SELECT min(created_at) FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29919389 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 )and created_at < ( SELECT addtime(max(created_at),100) FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29919389 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 ) order by value desc list_result_datou : [] select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29919389 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29919389_03-01-2026_03_04_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29919389 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_P29919389_03-01-2026_03_04_31.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29919430, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29919431, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29919432, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29919433, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29919434, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29919435, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29919436, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29919437, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29919438, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29919439, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29919440, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29919441, 'pht': 3726}}" where mtr_portfolio_id = 29919389 and dashboard_run_id = 2843772 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 = 29919926 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': 4306944, 'mtr_portfolio_id': 29919926, 'created_at': datetime.datetime(2026, 1, 3, 3, 32, 58), 'result': '0.05395567016905619', 'result_long': None, 'result_double': None}] Qualite : 0.05395567016905619 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29919926 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29919926_03-01-2026_03_32_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29919926 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_P29919926_03-01-2026_03_32_59.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29919939, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29919940, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29919941, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29919942, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29919943, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29919944, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29919945, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29919946, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29919947, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29919948, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29919949, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29919950, 'pht': 3726}}" where mtr_portfolio_id = 29919926 and dashboard_run_id = 2843774 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`=29919926 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984975, 0.05395567016905619, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29919926_03-01-2026_03_32_59.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29919939, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29919940, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29919941, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29919942, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29919943, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29919944, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29919945, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29919946, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29919947, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29919948, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29919949, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29919950, '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 = 29920459 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': 4307007, 'mtr_portfolio_id': 29920459, 'created_at': datetime.datetime(2026, 1, 3, 3, 50, 58), 'result': '0.06377174158167098', 'result_long': None, 'result_double': None}] Qualite : 0.06377174158167098 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29920459 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29920459_03-01-2026_03_50_58.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29920459 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_P29920459_03-01-2026_03_50_58.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29920491, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29920492, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29920493, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29920494, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29920495, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29920496, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29920497, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29920498, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29920499, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29920500, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29920501, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29920502, 'pht': 3726}}" where mtr_portfolio_id = 29920459 and dashboard_run_id = 2843774 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`=29920459 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984976, 0.06377174158167098, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29920459_03-01-2026_03_50_58.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29920491, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29920492, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29920493, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29920494, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29920495, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29920496, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29920497, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29920498, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29920499, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29920500, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29920501, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29920502, '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 = 29921045 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': 4307086, 'mtr_portfolio_id': 29921045, 'created_at': datetime.datetime(2026, 1, 3, 4, 2, 58), 'result': '0.049171369829718925', 'result_long': None, 'result_double': None}] Qualite : 0.049171369829718925 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29921045 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29921045_03-01-2026_04_02_58.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29921045 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_P29921045_03-01-2026_04_02_58.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29921049, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29921050, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29921051, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29921052, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29921053, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29921054, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29921055, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29921056, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29921057, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29921058, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29921059, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29921061, 'pht': 3726}}" where mtr_portfolio_id = 29921045 and dashboard_run_id = 2843774 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`=29921045 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984977, 0.049171369829718925, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29921045_03-01-2026_04_02_58.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 29921049, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29921050, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29921051, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29921052, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29921053, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29921054, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29921055, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29921056, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29921057, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29921058, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29921059, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29921061, '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 = 29921339 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': 4307150, 'mtr_portfolio_id': 29921339, 'created_at': datetime.datetime(2026, 1, 3, 4, 7), 'result': '0.12299112891947589', 'result_long': None, 'result_double': None}] Qualite : 0.12299112891947589 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29921339 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29921339_03-01-2026_04_07_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29921339 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_P29921339_03-01-2026_04_07_00.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29921348, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29921349, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29921350, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29921351, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29921352, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29921353, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29921354, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29921355, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29921356, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29921357, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29921358, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29921359, 'pht': 3726}}" where mtr_portfolio_id = 29921339 and dashboard_run_id = 2843774 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`=29921339 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (18984978, 0.12299112891947589, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29921339_03-01-2026_04_07_00.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29921348, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29921349, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29921350, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29921351, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29921352, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29921353, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29921354, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29921355, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29921356, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29921357, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29921358, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29921359, '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 (29913124,29913958,29914803,29915415,29916769,29917038,29917437,29918063,29918549,29919023,29919389,29919926,29920459,29921045,29921339) result 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(1402258047,), (1402258063,), (1402258065,), (1402258067,), (1402258069,), (1402258072,), (1402258074,), (1402258102,), (1402258104,), (1402258105,), (1402258108,), (1402258113,), (1402258115,), (1402258123,), (1402258125,), (1402258136,), (1402258126,), (1402258127,), (1402258129,), (1402258132,), (1402258159,), (1402258160,), (1402258162,), (1402258165,), (1402258180,), (1402258182,), (1402258185,), (1402258187,), (1402258213,), (1402258214,), (1402258215,), (1402258216,), (1402258233,), (1402258235,), (1402258237,), (1402258264,), (1402258266,), (1402258267,), (1402258285,), (1402258286,), (1402258287,), (1402258288,), (1402258291,), (1402258317,), (1402258318,), (1402258320,), (1402258336,), (1402258337,), (1402258338,), (1402258340,), (1402258342,), (1402258344,), (1402258360,), (1402258363,), (1402258364,), (1402258560,), (1402258584,), (1402258559,), (1402258578,), (1402258580,), (1402258614,), (1402258615,), (1402258633,), (1402258634,), (1402258652,), (1402258653,), (1402258666,), (1402258667,), (1402258669,), (1402258671,), (1402258698,), (1402258700,), (1402258701,), (1402258714,), (1402258715,), (1402258717,), (1402258736,), (1402258738,), (1402258755,), (1402258756,), (1402258758,), (1402258759,), (1402258760,), (1402258783,), (1402258785,), (1402258786,), (1402258788,), (1402258791,), (1402258815,), (1402259415,), (1402259338,), (1402259375,), (1402259921,), (1402259955,), (1402260008,), (1402260075,), (1402260367,), (1402260368,), (1402260370,), (1402260609,), (1402260687,), (1402260776,), (1402260858,), (1402260946,), (1402261284,), (1402261366,), (1402261435,), (1402261508,), (1402261510,), (1402261512,), (1402261515,)) NUMBER BATCH : 0 # DISPLAY ALL COLLECTED DATA : {'03012026': {'nb_upload': 21, 'nb_taggue_class': 0, 'nb_taggue_densite': 0}} After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29921339]) Inside saveOutput : final : True verbose : True saveOutput not yet implemented for datou_step.type : split_time_score we use saveGeneral [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609] map_info['map_portfolio_photo'] : {29921339: [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609, 1402260370, 1402260368, 1402260367, 1402260075, 1402260008, 1402259955, 1402259921, 1402259375, 1402259338]} final : True mtd_id 4302 list_pids : [1402261515, 1402261512, 1402261510, 1402261508, 1402261435, 1402261366, 1402261284, 1402260946, 1402260858, 1402260776, 1402260687, 1402260609] Looping around the photos to save general results len do output : 1 /29921339Didn'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, '4307150') ('4302', '29921339', '1402261515', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261512', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261510', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261508', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261435', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261366', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402261284', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260946', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260858', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260776', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260687', None, None, None, None, None, '4307150') ('4302', None, None, None, None, None, None, None, '4307150') ('4302', '29921339', '1402260609', None, None, None, None, None, '4307150') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 13 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, '29921339', 'None', None, None, None, None, '4307150'), ('4302', '29921339', '1402261515', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261512', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261510', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261508', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261435', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261366', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402261284', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260946', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260858', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260776', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260687', None, None, None, None, None, '4307150'), ('4302', '29921339', '1402260609', None, None, None, None, None, '4307150')] time used for this insertion : 0.01889777183532715 save_final save missing photos in datou_result : time spend for datou_step_exec : 1.3312218189239502 time spend to save output : 0.019144535064697266 total time spend for step 5 : 1.3503663539886475 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 (4307150) 2.16user 2.52system 0:08.90elapsed 52%CPU (0avgtext+0avgdata 167084maxresident)k 6480inputs+8184outputs (86major+76068minor)pagefaults 0swaps