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 : 491628 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 (4326158) updating current state to 1 UPDATE MTRPhoto.mtr_datou_current SET state=1, hostname='marlene' WHERE id in (4326158) SELECT count(*) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049630 AND hide_status = 0 list_input_json: [] Current got : datou_id : 4302, datou_cur_ids : ['4326158'] with mtr_portfolio_ids : ['30049630'] and first list_photo_ids : [] new path : /proc/491628/ Name: python3 Umask: 0002 State: R (running) Tgid: 491628 Ngid: 0 Pid: 491628 PPid: 491627 TracerPid: 0 Uid: 1006 1006 1006 1006 Gid: 1009 1009 1009 1009 FDSize: 64 Groups: 27 1009 1026 NStgid: 491628 NSpid: 491628 NSpgid: 490368 NSsid: 490368 VmPeak: 1113368 kB VmSize: 1113368 kB VmLck: 0 kB VmPin: 0 kB VmHWM: 104524 kB VmRSS: 104524 kB RssAnon: 66300 kB RssFile: 38224 kB RssShmem: 0 kB VmData: 872096 kB VmStk: 132 kB VmExe: 2644 kB VmLib: 130476 kB VmPTE: 616 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: 47 nonvoluntary_ctxt_switches: 95 {'Name': 'python3', 'Umask': '0002', 'State': 'R (running)', 'Tgid': '491628', 'Ngid': '0', 'Pid': '491628', 'PPid': '491627', 'TracerPid': '0', 'Uid': '1006,1006,1006,1006', 'Gid': '1009,1009,1009,1009', 'FDSize': '64', 'Groups': '27 1009 1026', 'NStgid': '491628', 'NSpid': '491628', 'NSpgid': '490368', 'NSsid': '490368', 'VmPeak': '1113368 kB', 'VmSize': '1113368 kB', 'VmLck': '0 kB', 'VmPin': '0 kB', 'VmHWM': '104524 kB', 'VmRSS': '104524 kB', 'RssAnon': '66300 kB', 'RssFile': '38224 kB', 'RssShmem': '0 kB', 'VmData': '872096 kB', 'VmStk': '132 kB', 'VmExe': '2644 kB', 'VmLib': '130476 kB', 'VmPTE': '616 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': '47', 'nonvoluntary_ctxt_switches': '95'} ('datou_batch_current', '491628', '1113368', '0', '1113368', '872096', '104524', b'', 'marlene', '4326158') 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 (30049630) 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 (4326158 ) ) 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 (30049630) AND hide_status = 0 ORDER by mtr_photo_id desc LIMIT 0, 200 list_result: [{'photo_id': 1402935070, 'portfolio_id': 30049630}, {'photo_id': 1402934974, 'portfolio_id': 30049630}, {'photo_id': 1402934908, 'portfolio_id': 30049630}, {'photo_id': 1402934759, 'portfolio_id': 30049630}, {'photo_id': 1402934679, 'portfolio_id': 30049630}, {'photo_id': 1402934678, 'portfolio_id': 30049630}, {'photo_id': 1402934677, 'portfolio_id': 30049630}, {'photo_id': 1402934647, 'portfolio_id': 30049630}, {'photo_id': 1402934644, 'portfolio_id': 30049630}, {'photo_id': 1402934553, 'portfolio_id': 30049630}, {'photo_id': 1402934551, 'portfolio_id': 30049630}, {'photo_id': 1402934548, 'portfolio_id': 30049630}, {'photo_id': 1402934090, 'portfolio_id': 30049630}, {'photo_id': 1402934054, 'portfolio_id': 30049630}, {'photo_id': 1402933565, 'portfolio_id': 30049630}, {'photo_id': 1402933525, 'portfolio_id': 30049630}, {'photo_id': 1402933008, 'portfolio_id': 30049630}, {'photo_id': 1402932962, 'portfolio_id': 30049630}, {'photo_id': 1402932825, 'portfolio_id': 30049630}, {'photo_id': 1402932782, 'portfolio_id': 30049630}, {'photo_id': 1402932624, 'portfolio_id': 30049630}, {'photo_id': 1402932564, 'portfolio_id': 30049630}, {'photo_id': 1402932525, 'portfolio_id': 30049630}, {'photo_id': 1402932476, 'portfolio_id': 30049630}, {'photo_id': 1402932417, 'portfolio_id': 30049630}, {'photo_id': 1402932387, 'portfolio_id': 30049630}, {'photo_id': 1402931992, 'portfolio_id': 30049630}, {'photo_id': 1402931989, 'portfolio_id': 30049630}, {'photo_id': 1402931986, 'portfolio_id': 30049630}, {'photo_id': 1402931939, 'portfolio_id': 30049630}, {'photo_id': 1402931935, 'portfolio_id': 30049630}, {'photo_id': 1402931924, 'portfolio_id': 30049630}, {'photo_id': 1402931913, 'portfolio_id': 30049630}] map_portfolio_id_photo_id: {30049630: [1402935070, 1402934974, 1402934908, 1402934759, 1402934679, 1402934678, 1402934677, 1402934647, 1402934644, 1402934553, 1402934551, 1402934548, 1402934090, 1402934054, 1402933565, 1402933525, 1402933008, 1402932962, 1402932825, 1402932782, 1402932624, 1402932564, 1402932525, 1402932476, 1402932417, 1402932387, 1402931992, 1402931989, 1402931986, 1402931939, 1402931935, 1402931924, 1402931913]} ##### 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 : 0.0190732479095459 #### fin chargement data Blocking on flush ? No conitnuing About to test input to load Calling datou_exec Inside datou_exec : verbose : True number of steps : 5 step1:ventilate_hashtags_in_portfolio Thu Jan 8 08:15:00 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 After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30049630) 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 : 30049630 get user id for portfolio 30049630 get sub ptf for main ptf 30049630, type 3726 and hashtags ['environnement', 'plastique', 'kraft', 'cartonnette', 'mal_croppe', 'Carton_brun', 'metal', 'Teint_Dans_La_Masse', 'autre_refus', 'papier', 'flou', 'Carton_gris'] 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`=30049630 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('environnement','plastique','kraft','cartonnette','mal_croppe','Carton_brun','metal','Teint_Dans_La_Masse','autre_refus','papier','flou','Carton_gris')) 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`=30049630 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('environnement','plastique','kraft','cartonnette','mal_croppe','Carton_brun','metal','Teint_Dans_La_Masse','autre_refus','papier','flou','Carton_gris')) AND mptpi.`min_score`=0.5 To do returned map {'autre_refus': {'main_port_id': 30049630, 'sub_port_id': 30049638, 'hashtag': 'autre_refus', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571685, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'papier': {'main_port_id': 30049630, 'sub_port_id': 30049639, 'hashtag': 'papier', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571686, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'Teint_Dans_La_Masse': {'main_port_id': 30049630, 'sub_port_id': 30049640, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571687, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'metal': {'main_port_id': 30049630, 'sub_port_id': 30049641, 'hashtag': 'metal', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571688, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'flou': {'main_port_id': 30049630, 'sub_port_id': 30049642, 'hashtag': 'flou', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571689, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'kraft': {'main_port_id': 30049630, 'sub_port_id': 30049643, 'hashtag': 'kraft', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571690, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'environnement': {'main_port_id': 30049630, 'sub_port_id': 30049644, 'hashtag': 'environnement', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571691, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'mal_croppe': {'main_port_id': 30049630, 'sub_port_id': 30049645, 'hashtag': 'mal_croppe', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571692, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'plastique': {'main_port_id': 30049630, 'sub_port_id': 30049646, 'hashtag': 'plastique', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571693, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'Carton_gris': {'main_port_id': 30049630, 'sub_port_id': 30049647, 'hashtag': 'Carton_gris', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571694, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'cartonnette': {'main_port_id': 30049630, 'sub_port_id': 30049648, 'hashtag': 'cartonnette', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571695, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}, 'Carton_brun': {'main_port_id': 30049630, 'sub_port_id': 30049649, 'hashtag': 'Carton_brun', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571696, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 29)}} insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30049638 , 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=30049630 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 (30049638) result : ((1402934048,), (1402934568,), (1402934964,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049639 , 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=30049630 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 (30049639) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049640 , 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=30049630 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 (30049640) result : ((1402932795,), (1402934043,), (1402934044,), (1402934045,), (1402934046,), (1402934047,), (1402934562,), (1402934563,), (1402934564,), (1402934565,), (1402934566,), (1402934689,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049641 , 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=30049630 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 (30049641) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049642 , 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=30049630 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 (30049642) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049643 , 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=30049630 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 (30049643) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049644 , 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=30049630 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 (30049644) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049645 , 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=30049630 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 (30049645) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049646 , 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=30049630 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 (30049646) result : ((1402934052,), (1402934578,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049647 , 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=30049630 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 (30049647) result : ((1402934049,), (1402934050,), (1402934051,), (1402934698,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049648 , 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=30049630 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 (30049648) result : ((1402934571,), (1402934572,), (1402934573,), (1402934574,), (1402934690,), (1402934965,), (1402934966,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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 30049649 , 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=30049630 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 (30049649) result : ((1402934576,), (1402934577,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30049630) result : ((1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) 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`=30049630 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('environnement','plastique','kraft','cartonnette','mal_croppe','Carton_brun','metal','Teint_Dans_La_Masse','autre_refus','papier','flou','Carton_gris')) 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`=30049630 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('environnement','plastique','kraft','cartonnette','mal_croppe','Carton_brun','metal','Teint_Dans_La_Masse','autre_refus','papier','flou','Carton_gris')) AND mptpi.`min_score`=0.5 To do returned map {'autre_refus': {'main_port_id': 30049630, 'sub_port_id': 30049650, 'hashtag': 'autre_refus', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571697, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'papier': {'main_port_id': 30049630, 'sub_port_id': 30049651, 'hashtag': 'papier', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571698, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'Teint_Dans_La_Masse': {'main_port_id': 30049630, 'sub_port_id': 30049652, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571699, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'metal': {'main_port_id': 30049630, 'sub_port_id': 30049653, 'hashtag': 'metal', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571700, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'flou': {'main_port_id': 30049630, 'sub_port_id': 30049654, 'hashtag': 'flou', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571701, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'kraft': {'main_port_id': 30049630, 'sub_port_id': 30049655, 'hashtag': 'kraft', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571702, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'environnement': {'main_port_id': 30049630, 'sub_port_id': 30049656, 'hashtag': 'environnement', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571703, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'mal_croppe': {'main_port_id': 30049630, 'sub_port_id': 30049657, 'hashtag': 'mal_croppe', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571704, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'plastique': {'main_port_id': 30049630, 'sub_port_id': 30049658, 'hashtag': 'plastique', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571705, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'Carton_gris': {'main_port_id': 30049630, 'sub_port_id': 30049659, 'hashtag': 'Carton_gris', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571706, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'cartonnette': {'main_port_id': 30049630, 'sub_port_id': 30049660, 'hashtag': 'cartonnette', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571707, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}, 'Carton_brun': {'main_port_id': 30049630, 'sub_port_id': 30049661, 'hashtag': 'Carton_brun', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20571708, 'last_updated_at': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 8, 12, 59), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 8, 3, 31)}} insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049650,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049638 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049651,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049639 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049652,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049640 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049653,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049641 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049654,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049642 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049655,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049643 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049656,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049644 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049657,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049645 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049658,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049646 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049659,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049647 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049660,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049648 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30049661,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30049649 lien utilise dans velours : https://marlene.fotonower.com/velours/30049650,30049651,30049652,30049653,30049654,30049655,30049656,30049657,30049658,30049659,30049660,30049661?tags=autre_refus,papier,Teint_Dans_La_Masse,metal,flou,kraft,environnement,mal_croppe,plastique,Carton_gris,cartonnette,Carton_brun After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([30049630]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : ventilate_hashtags_in_portfolio we use saveGeneral [1402935070] map_info['map_portfolio_photo'] : {30049630: [1402935070, 1402934974, 1402934908, 1402934759, 1402934679, 1402934678, 1402934677, 1402934647, 1402934644, 1402934553, 1402934551, 1402934548, 1402934090, 1402934054, 1402933565, 1402933525, 1402933008, 1402932962, 1402932825, 1402932782, 1402932624, 1402932564, 1402932525, 1402932476, 1402932417, 1402932387, 1402931992, 1402931989, 1402931986, 1402931939, 1402931935, 1402931924, 1402931913]} final : False mtd_id 4302 list_pids : [1402935070] Looping around the photos to save general results len do output : 1 /30049630. 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, '4326158') ('4302', '30049630', '1402935070', None, None, None, None, None, '4326158') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 2 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, '30049630', "{'autre_refus': 30049638, 'papier': 30049639, 'Teint_Dans_La_Masse': 30049640, 'metal': 30049641, 'flou': 30049642, 'kraft': 30049643, 'environnement': 30049644, 'mal_croppe': 30049645, 'plastique': 30049646, 'Carton_gris': 30049647, 'cartonnette': 30049648, 'Carton_brun': 30049649}", None, None, None, None, '4326158'), ('4302', '30049630', '1402935070', None, None, None, None, None, '4326158')] time used for this insertion : 0.01773667335510254 save_final save missing photos in datou_result : time spend for datou_step_exec : 1.838352918624878 time spend to save output : 0.017974853515625 total time spend for step 1 : 1.856327772140503 step2:final Thu Jan 8 08:15:02 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 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 (30049630) 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 30049630 : SELECT photo_id, hashtag_id, ratio from MTRPhoto.photo_carac_ratio where hashtag_type = 3726 and photo_id in (1402931939,1402931935,1402931924,1402931913,1402931992,1402932825,1402931989,1402932782,1402931986,1402932624,1402932564,1402932525,1402932476,1402932417,1402932387,1402933008,1402932962,1402933565,1402933525,1402934090,1402934054,1402934553,1402934551,1402934548,1402934647,1402934644,1402934679,1402934678,1402934677,1402934759,1402934908,1402934974,1402935070); 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([30049630]) Inside saveOutput : final : False verbose : True original output for save of step final : {1402935070: ('0.04712610126922949',)} new output for save of step final : {1402935070: ('0.04712610126922949',)} [1402935070] map_info['map_portfolio_photo'] : {30049630: [1402935070, 1402934974, 1402934908, 1402934759, 1402934679, 1402934678, 1402934677, 1402934647, 1402934644, 1402934553, 1402934551, 1402934548, 1402934090, 1402934054, 1402933565, 1402933525, 1402933008, 1402932962, 1402932825, 1402932782, 1402932624, 1402932564, 1402932525, 1402932476, 1402932417, 1402932387, 1402931992, 1402931989, 1402931986, 1402931939, 1402931935, 1402931924, 1402931913]} final : False mtd_id 4302 list_pids : [1402935070] Looping around the photos to save general results len do output : 1 /1402935070.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, '4326158') ('4302', '30049630', '1402935070', None, None, None, None, None, '4326158') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 3 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', '30049630', '1402935070', '0.04712610126922949', None, None, None, None, '4326158')] time used for this insertion : 0.013470649719238281 save_final save missing photos in datou_result : time spend for datou_step_exec : 0.08678936958312988 time spend to save output : 0.013631582260131836 total time spend for step 2 : 0.10042095184326172 step3:velours_tree Thu Jan 8 08:15:02 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 : {30049630: [{'autre_refus': 30049638, 'papier': 30049639, 'Teint_Dans_La_Masse': 30049640, 'metal': 30049641, 'flou': 30049642, 'kraft': 30049643, 'environnement': 30049644, 'mal_croppe': 30049645, 'plastique': 30049646, 'Carton_gris': 30049647, 'cartonnette': 30049648, 'Carton_brun': 30049649}]} input_args_next_step : {30049630: ()} output_args : {30049630: [{'autre_refus': 30049638, 'papier': 30049639, 'Teint_Dans_La_Masse': 30049640, 'metal': 30049641, 'flou': 30049642, 'kraft': 30049643, 'environnement': 30049644, 'mal_croppe': 30049645, 'plastique': 30049646, 'Carton_gris': 30049647, 'cartonnette': 30049648, 'Carton_brun': 30049649}]} args : 30049630 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 : ({'autre_refus': 30049638, 'papier': 30049639, 'Teint_Dans_La_Masse': 30049640, 'metal': 30049641, 'flou': 30049642, 'kraft': 30049643, 'environnement': 30049644, 'mal_croppe': 30049645, 'plastique': 30049646, 'Carton_gris': 30049647, 'cartonnette': 30049648, 'Carton_brun': 30049649},) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30049630) 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([30049630]) Inside saveOutput : final : False verbose : True ouput is None No outpout to save, returning out of save general time spend for datou_step_exec : 0.2820918560028076 time spend to save output : 4.029273986816406e-05 total time spend for step 3 : 0.2821321487426758 step4:send_mail_cod Thu Jan 8 08:15:02 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 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 : {1402935070: ('0.04712610126922949',)} input_args_next_step : {1402935070: ()} output_args : {1402935070: ('0.04712610126922949',)} args : 1402935070 depend.output_id : 0 complete output_args for input 3 : {30049630: [{'autre_refus': 30049638, 'papier': 30049639, 'Teint_Dans_La_Masse': 30049640, 'metal': 30049641, 'flou': 30049642, 'kraft': 30049643, 'environnement': 30049644, 'mal_croppe': 30049645, 'plastique': 30049646, 'Carton_gris': 30049647, 'cartonnette': 30049648, 'Carton_brun': 30049649}]} input_args_next_step : {1402935070: ('0.04712610126922949',), 30049630: ()} output_args : {30049630: [{'autre_refus': 30049638, 'papier': 30049639, 'Teint_Dans_La_Masse': 30049640, 'metal': 30049641, 'flou': 30049642, 'kraft': 30049643, 'environnement': 30049644, 'mal_croppe': 30049645, 'plastique': 30049646, 'Carton_gris': 30049647, 'cartonnette': 30049648, 'Carton_brun': 30049649}]} args : 30049630 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 :2, first value : ('0.04712610126922949',) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30049630) 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 (1402935070) Found this number of photos: 1 ##### Call download_photos : nb_thread : 5 begin to download photo : 1402935070 download finish for photo 1402935070 we have missing 0 photos in the step downloads : photo missing : [] try to delete the photos missing in DB ##### After download_photos length of list_filenames : 1 ; length of list_pids : 1 ; length of list_args : 1 results_Auto_P30049630_08-01-2026_08_15_02.pdf 30049638 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=30049638 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402934048: '1767855925_2172572_1402931935_843f9d36f772f811854b751f720112a6_rle_crop_4093725895_0.png', 1402934568: '1767856025_2178332_1402932525_6c6fcc171f6ea173cd18642364c25992_rle_crop_4093728089_0.png', 1402934964: '1767856267_2188739_1402934548_0ee86c9fc9251262065f765cd0f099aa_rle_crop_4093731152_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/d3361490382fb175a9f531c58515e81c_93633829.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/3f772094a97773754d4dbb62cc308e46_52649928.png change filename to text .imagette300496381767856502/ imagette300496381767856502/1767856025_2178332_1402932525_6c6fcc171f6ea173cd18642364c25992_rle_crop_4093728089_0.png.png imagette300496381767856502/1767855925_2172572_1402931935_843f9d36f772f811854b751f720112a6_rle_crop_4093725895_0.png.png imagette300496381767856502/1767856267_2188739_1402934548_0ee86c9fc9251262065f765cd0f099aa_rle_crop_4093731152_0.png.png imagette300496411767856502/ imagette300496421767856503/ imagette300496431767856503/ imagette300496451767856503/ wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/5920d814da10b7a6a7ccdec905d5713f_42177815.png imagette300496381767856502 30049641 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=30049641 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette300496411767856502 30049642 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=30049642 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette300496421767856503 30049643 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=30049643 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette300496431767856503 30049645 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=30049645 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette300496451767856503 30049646 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=30049646 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402934052: '1767855925_2172572_1402931913_871b4080ac09e08c0a91845f24f61aa2_rle_crop_4093725937_0.png', 1402934578: '1767856025_2178332_1402933008_f5d87dbef3b94d727354272a83a6b867_rle_crop_4093728070_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/77b9424f571fd6f658a5138e27e9a334_62982907.png change filename to text .imagette300496461767856503/ imagette300496461767856503/1767856025_2178332_1402933008_f5d87dbef3b94d727354272a83a6b867_rle_crop_4093728070_0.png.png imagette300496461767856503/1767855925_2172572_1402931913_871b4080ac09e08c0a91845f24f61aa2_rle_crop_4093725937_0.png.png wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/87202ddf92add7e243ca1a23c88a1170_44016575.png imagette300496461767856503 30049648 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=30049648 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402934571: '1767856025_2178332_1402933008_f5d87dbef3b94d727354272a83a6b867_rle_crop_4093728064_0.png', 1402934572: '1767856025_2178332_1402932525_6c6fcc171f6ea173cd18642364c25992_rle_crop_4093728083_0.png', 1402934573: '1767856025_2178332_1402932525_6c6fcc171f6ea173cd18642364c25992_rle_crop_4093728086_0.png', 1402934574: '1767856025_2178332_1402932417_2328639434028a43a50ada4432cca931_rle_crop_4093728116_0.png', 1402934690: '1767856148_2182713_1402933565_e5ff4609851ac86908eeed4f89a9df36_rle_crop_4093729849_0.png', 1402934965: '1767856267_2188739_1402934647_41df7bf2d822936e9a2fe58208b4ab1c_rle_crop_4093731119_0.png', 1402934966: '1767856267_2188739_1402934647_41df7bf2d822936e9a2fe58208b4ab1c_rle_crop_4093731123_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/371f1b36177da3a9391bf9186008f848_47102624.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/24c266d7ef6094032c128da70dfe0973_84842672.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/3f048016473c01a49ea7b941a4401d00_38094815.png change filename to text .wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/515357d9c25d3e614ecdf12cac776956_58861667.png change filename to text .wget -O 5.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/74b8493047a7aa5846cb4d283328f84a_8540385.png change filename to text .wget -O 6.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/d3c1cb79319fd454fff1c97bd24a875c_47222652.png change filename to text .imagette300496481767856503/ imagette300496481767856503/1767856025_2178332_1402932525_6c6fcc171f6ea173cd18642364c25992_rle_crop_4093728083_0.png.png imagette300496481767856503/1767856267_2188739_1402934647_41df7bf2d822936e9a2fe58208b4ab1c_rle_crop_4093731119_0.png.png imagette300496481767856503/1767856148_2182713_1402933565_e5ff4609851ac86908eeed4f89a9df36_rle_crop_4093729849_0.png.png imagette300496481767856503/1767856025_2178332_1402933008_f5d87dbef3b94d727354272a83a6b867_rle_crop_4093728064_0.png.png imagette300496481767856503/1767856025_2178332_1402932525_6c6fcc171f6ea173cd18642364c25992_rle_crop_4093728086_0.png.png imagette300496481767856503/1767856025_2178332_1402932417_2328639434028a43a50ada4432cca931_rle_crop_4093728116_0.png.png imagette300496481767856503/1767856267_2188739_1402934647_41df7bf2d822936e9a2fe58208b4ab1c_rle_crop_4093731123_0.png.png wget -O 7.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/f00bd98db766192fa161b1949752b04f_84231686.png imagette300496481767856503 30049640 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=30049640 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402932795: '1767855807_2165511_1402931986_81df81f9764a73c056b9af31f424e917_rle_crop_4093724616_0.png', 1402934043: '1767855925_2172572_1402932825_8e13752886e5be3c60186fa871bdfe86_rle_crop_4093726154_0.png', 1402934044: '1767855925_2172572_1402931992_84027a86a910d0facbd9755df62692a7_rle_crop_4093725878_0.png', 1402934045: '1767855925_2172572_1402931935_843f9d36f772f811854b751f720112a6_rle_crop_4093725900_0.png', 1402934046: '1767855925_2172572_1402931924_3655fa022522ec8ad9ab5be9b629228a_rle_crop_4093725918_0.png', 1402934047: '1767855925_2172572_1402931913_871b4080ac09e08c0a91845f24f61aa2_rle_crop_4093725930_0.png', 1402934562: '1767856025_2178332_1402933008_f5d87dbef3b94d727354272a83a6b867_rle_crop_4093728076_0.png', 1402934563: '1767856025_2178332_1402932525_6c6fcc171f6ea173cd18642364c25992_rle_crop_4093728092_0.png', 1402934564: '1767856025_2178332_1402932476_e1ddf97a7e7710abdfbe34d051148a0d_rle_crop_4093728104_0.png', 1402934565: '1767856025_2178332_1402932387_e0e86961a65269a0c72960d39144c192_rle_crop_4093728129_0.png', 1402934566: '1767856025_2178332_1402932387_e0e86961a65269a0c72960d39144c192_rle_crop_4093728126_0.png', 1402934689: '1767856148_2182713_1402932962_67d4648afaf76f5283e3ac92f056a340_rle_crop_4093729864_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/8e79a8bc14cba636edfb406a12079c95_10002558.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/b4188b867ba4c7dc053cfb4ab63d719d_63048334.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/b4188b867ba4c7dc053cfb4ab63d719d_38663776.png change filename to text .wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/5cb4721cfefaee1c82e2da368b087e6d_43448944.png change filename to text .wget -O 5.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/99d54d06eefb0230b27884d9fe66a1dd_89762264.png change filename to text .wget -O 6.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/df392f7dc74549c1ef89de3a250907a2_8736423.png change filename to text .wget -O 7.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/fd502df48ee950b9feaf7a8f499a98d1_52957759.png change filename to text .wget -O 8.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/2d591115d1b1af775a0f1390367737d6_72945639.png change filename to text .wget -O 9.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/8230d6072644f31cfa16e4c5b7f4826a_13738162.png change filename to text .wget -O 10.png 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imagette300496401767856503/1767855925_2172572_1402931935_843f9d36f772f811854b751f720112a6_rle_crop_4093725900_0.png.png imagette300496401767856503/1767856025_2178332_1402932387_e0e86961a65269a0c72960d39144c192_rle_crop_4093728126_0.png.png imagette300496401767856503/1767855925_2172572_1402931924_3655fa022522ec8ad9ab5be9b629228a_rle_crop_4093725918_0.png.png imagette300496401767856503/1767855925_2172572_1402932825_8e13752886e5be3c60186fa871bdfe86_rle_crop_4093726154_0.png.png imagette300496401767856503/1767855925_2172572_1402931913_871b4080ac09e08c0a91845f24f61aa2_rle_crop_4093725930_0.png.png imagette300496401767856503/1767855807_2165511_1402931986_81df81f9764a73c056b9af31f424e917_rle_crop_4093724616_0.png.png imagette300496401767856503/1767856025_2178332_1402932387_e0e86961a65269a0c72960d39144c192_rle_crop_4093728129_0.png.png wget -O 12.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/207427fada1bfcb75aaf10b4e59adbd8_44393848.png imagette300496401767856503 30049647 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=30049647 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402934049: '1767855925_2172572_1402932825_8e13752886e5be3c60186fa871bdfe86_rle_crop_4093726147_0.png', 1402934050: '1767855925_2172572_1402931992_84027a86a910d0facbd9755df62692a7_rle_crop_4093725871_0.png', 1402934051: '1767855925_2172572_1402931913_871b4080ac09e08c0a91845f24f61aa2_rle_crop_4093725926_0.png', 1402934698: '1767856168_2183078_1402933525_d6ae24dc2954264052908810a6c65fde_rle_crop_4093729926_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/5f8cb2655292252ac44dcf4f47674acb_55668018.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/5f8cb2655292252ac44dcf4f47674acb_66343954.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/60e64738f939530387a9714f1913bdb3_58539098.png change filename to text .imagette300496471767856504/ imagette300496471767856504/1767855925_2172572_1402932825_8e13752886e5be3c60186fa871bdfe86_rle_crop_4093726147_0.png.png imagette300496471767856504/1767855925_2172572_1402931913_871b4080ac09e08c0a91845f24f61aa2_rle_crop_4093725926_0.png.png imagette300496471767856504/1767856168_2183078_1402933525_d6ae24dc2954264052908810a6c65fde_rle_crop_4093729926_0.png.png imagette300496471767856504/1767855925_2172572_1402931992_84027a86a910d0facbd9755df62692a7_rle_crop_4093725871_0.png.png wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/ce5b17a75c5c2a2bb243ccfa94db751c_74343043.png imagette300496471767856504 30049649 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=30049649 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402934576: '1767856025_2178332_1402933008_f5d87dbef3b94d727354272a83a6b867_rle_crop_4093728067_0.png', 1402934577: '1767856025_2178332_1402932417_2328639434028a43a50ada4432cca931_rle_crop_4093728111_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/deae5ff2008db7d320391f78a41b33c5_41866647.png change filename to text .imagette300496491767856505/ imagette300496491767856505/1767856025_2178332_1402932417_2328639434028a43a50ada4432cca931_rle_crop_4093728111_0.png.png imagette300496491767856505/1767856025_2178332_1402933008_f5d87dbef3b94d727354272a83a6b867_rle_crop_4093728067_0.png.png wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/083870a67470d580a0c5e03322ab11bd_50613046.png imagette300496491767856505 SELECT h.hashtag,pcr.value FROM MTRUser.portfolio_carac_ratio pcr, MTRBack.hashtags h where pcr.portfolio_id=30049630 and hashtag_type = 3726 and pcr.hashtag_id = h.hashtag_id; velour_link : https://marlene.fotonower.com/velours/30049650,30049651,30049652,30049653,30049654,30049655,30049656,30049657,30049658,30049659,30049660,30049661?tags=autre_refus,papier,Teint_Dans_La_Masse,metal,flou,kraft,environnement,mal_croppe,plastique,Carton_gris,cartonnette,Carton_brun your option no_mail is active, we will not send the real mail to your client args[1402935070] : ('0.04712610126922949',) no score found for photo 1402935070 We are sending mail with results at report@fotonower.com refus_total : 0.04712610126922949 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=30049630 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_P30049630_08-01-2026_08_15_02.pdf results_Auto_P30049630_08-01-2026_08_15_02.pdf uploaded to url https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30049630_08-01-2026_08_15_02.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','30049630','results_Auto_P30049630_08-01-2026_08_15_02.pdf','https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30049630_08-01-2026_08_15_02.pdf','pdf','','0.14','0.04712610126922949') After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([30049630]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : send_mail_cod we use saveGeneral [1402935070] map_info['map_portfolio_photo'] : {30049630: [1402935070, 1402934974, 1402934908, 1402934759, 1402934679, 1402934678, 1402934677, 1402934647, 1402934644, 1402934553, 1402934551, 1402934548, 1402934090, 1402934054, 1402933565, 1402933525, 1402933008, 1402932962, 1402932825, 1402932782, 1402932624, 1402932564, 1402932525, 1402932476, 1402932417, 1402932387, 1402931992, 1402931989, 1402931986, 1402931939, 1402931935, 1402931924, 1402931913]} final : False mtd_id 4302 list_pids : [1402935070] 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, '4326158') ('4302', '30049630', '1402935070', None, None, None, None, None, '4326158') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 1 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', '30049630', '1402935070', None, None, None, None, None, '4326158')] time used for this insertion : 0.017117977142333984 save_final save missing photos in datou_result : time spend for datou_step_exec : 3.557586431503296 time spend to save output : 0.017283201217651367 total time spend for step 4 : 3.5748696327209473 step5:split_time_score Thu Jan 8 08:15:06 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 : ['30049630'] 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 : [('30049630',)] After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30049630) Here we display some param of map_info ! map_filenames : {} map_photo_id_path_extension : {1402935070: {'path': 'temp/1767856502_491628_1402935070_7bc56f6c2fc6a5b94c122cc527e36254.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 = 30049630; (('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 = 30049630 group by h (('08', 33),) 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=30049630 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 (30049630) 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 (30049630) AND cps.thcl in (758) order by cps.score desc LIMIT 0, 100000 ERROR counted https://github.com/fotonower/Velours/issues/663#issuecomment-421136223 {} 08012026 30049630 Nombre de photos uploadées : 33 / 23040 (0%) 08012026 30049630 Nombre de photos taguées (types de déchets): 0 / 33 (0%) 08012026 30049630 Nombre de photos taguées (volume) : 0 / 33 (0%) [{'photo_id': 1402931939, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/94a17acdc382df7172da515cd451b286.jpg', 'username': None, 'uploaded_at': 1767855672, 'text': 'image_08012026_08_00_03_010160m0.jpg 1e-05 for time 1, id_amount 1 this amount prod time diff : 1e-05'}, {'photo_id': 1402931935, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/843f9d36f772f811854b751f720112a6.jpg', 'username': None, 'uploaded_at': 1767855672, 'text': 'image_08012026_08_00_14_010140m0.jpg 2e-05 for time 1, id_amount 2 this amount prod time diff : 1e-05'}, {'photo_id': 1402931924, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/3655fa022522ec8ad9ab5be9b629228a.jpg', 'username': None, 'uploaded_at': 1767855672, 'text': 'image_08012026_08_00_33_009125m0.jpg 3.0000000000000004e-05 for time 1, id_amount 2 this amount prod time diff : 1e-05'}, {'photo_id': 1402931913, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/871b4080ac09e08c0a91845f24f61aa2.jpg', 'username': None, 'uploaded_at': 1767855672, 'text': 'image_08012026_08_00_43_010137m0.jpg 4e-05 for time 1, id_amount 2 this amount prod time diff : 1e-05'}] 0 [] elapsed_time : load_data_split_time_score 1.6689300537109375e-06 elapsed_time : order_list_meta_photo_and_scores 5.0067901611328125e-06 ????????????????????????????????? elapsed_time : fill_and_build_computed_from_old_data 0.0015909671783447266 INSERT INTO `MTRPhoto`.`dashboard_entry_day` (`dashboard_place_id`, `mtr_portfolio_id`, `date`) VALUES ( 10, 30049630, '2026-01-08' ) ON DUPLICATE KEY UPDATE updated_at=NOW(); Catched exception ! Connect or reconnect ! SELECT id FROM MTRPhoto.dashboard_entry_day where dashboard_place_id = 10 and date = '2026-01-08' ; INSERT INTO `MTRPhoto`.`dashboard_run_ids` (`dashboard_entry_day`, `mtr_user_id`, `misc_info`) VALUES (2862001,979,"{}"); Catched exception ! Connect or reconnect ! elapsed_time : insert_dashboard_record_day_entry 0.42743945121765137 We will return after consolidate but for now we need the day, how to get it, for now depending on the previous heavy steps SELECT dri.dashboard_entry_day, dr.dashboard_run_id, dr.mtr_portfolio_id, dr.id, dr.hashtag, dr.completion_json FROM MTRPhoto.dashboard_results dr, MTRPhoto.dashboard_run_ids dri, MTRPhoto.dashboard_entry_day ded WHERE ded.id= 2862001 AND ded.last_run_id=dri.id AND dri.dashboard_entry_day=ded.id AND dri.id=dr.dashboard_run_id [{'dashboat_entry_day': 2862001, 'dashboard_run_id': 2870319, 'mtr_portfolio_id': 30036903, 'dashboard_result_id': 19153254, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30036903_08-01-2026_06_10_03.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30036912, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30036913, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30036914, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30036915, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30036916, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30036917, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30036918, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30036919, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30036920, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30036921, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30036922, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30036923, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2870319, 'mtr_portfolio_id': 30037586, 'dashboard_result_id': 19153255, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30037586_08-01-2026_06_10_31.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30037611, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30037612, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30037613, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30037614, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30037615, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30037616, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30037617, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30037618, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30037619, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30037620, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30037621, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30037622, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2870319, 'mtr_portfolio_id': 30038001, 'dashboard_result_id': 19153256, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038001_08-01-2026_06_10_43.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038042, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038043, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30038044, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038045, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038046, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038047, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038048, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038049, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038050, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038051, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038052, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038053, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2870319, 'mtr_portfolio_id': 30038537, 'dashboard_result_id': 19153257, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038537_08-01-2026_06_11_09.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 30038541, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038542, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038543, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038544, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038545, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038546, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038547, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038548, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038549, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038550, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038551, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038552, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2870319, 'mtr_portfolio_id': 30039434, 'dashboard_result_id': 19153258, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039434_08-01-2026_06_11_30.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039436, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039437, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039438, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039439, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039440, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039441, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039442, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039443, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039444, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039445, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039446, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039447, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2870319, 'mtr_portfolio_id': 30039737, 'dashboard_result_id': 19153259, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039737_08-01-2026_06_12_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039742, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039743, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039744, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039745, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039746, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039747, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039748, 'pht': 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{'hashtag': 'Carton_brun', 'sub_port_id': 30040178, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30040179, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30040180, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30040181, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30040182, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30040183, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30040184, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30040185, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30040186, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2870319, 'mtr_portfolio_id': 30040716, 'dashboard_result_id': 19153261, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 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{'hashtag': 'Carton_gris', 'sub_port_id': 30047903, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30047904, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30047905, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30047906, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30047907, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2870319, 'mtr_portfolio_id': 30048566, 'dashboard_result_id': 19153278, '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_P30048566_08-01-2026_07_46_58.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30048595, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30048596, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30048597, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30048598, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30048599, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30048600, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30048601, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30048602, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30048603, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30048604, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30048605, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30048606, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2870319, 'mtr_portfolio_id': 30049157, 'dashboard_result_id': 19153279, '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_P30049157_08-01-2026_08_03_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30049181, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30049182, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30049183, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30049184, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30049185, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30049186, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30049187, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30049188, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30049189, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30049190, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30049191, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30049192, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2870319, 'mtr_portfolio_id': 30049630, 'dashboard_result_id': 19153280, '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_P30049630_08-01-2026_08_13_00.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30049638, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30049639, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30049640, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30049641, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30049642, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30049643, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30049644, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30049645, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30049646, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30049647, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30049648, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30049649, 'pht': 3726}}"}] SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30036903 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325425, 'mtr_portfolio_id': 30036903, 'created_at': datetime.datetime(2026, 1, 8, 6, 9, 58), 'result': '0.06871250728973884', 'result_long': None, 'result_double': None}] Qualite : 0.06871250728973884 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30036903 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30036903_08-01-2026_06_10_03.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30036903 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30036903_08-01-2026_06_10_03.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30036912, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30036913, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30036914, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30036915, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30036916, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30036917, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30036918, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30036919, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30036920, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30036921, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30036922, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30036923, 'pht': 3726}}" where mtr_portfolio_id = 30036903 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30036903 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153254, 0.06871250728973884, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30036903_08-01-2026_06_10_03.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30036912, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30036913, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30036914, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30036915, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30036916, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30036917, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30036918, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30036919, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30036920, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30036921, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30036922, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30036923, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30037586 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325426, 'mtr_portfolio_id': 30037586, 'created_at': datetime.datetime(2026, 1, 8, 6, 10, 28), 'result': '0.0539534013235237', 'result_long': None, 'result_double': None}] Qualite : 0.0539534013235237 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30037586 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30037586_08-01-2026_06_10_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30037586 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30037586_08-01-2026_06_10_31.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30037611, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30037612, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30037613, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30037614, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30037615, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30037616, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30037617, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30037618, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30037619, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30037620, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30037621, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30037622, 'pht': 3726}}" where mtr_portfolio_id = 30037586 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30037586 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153255, 0.0539534013235237, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30037586_08-01-2026_06_10_31.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30037611, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30037612, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30037613, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30037614, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30037615, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30037616, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30037617, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30037618, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30037619, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30037620, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30037621, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30037622, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30038001 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325427, 'mtr_portfolio_id': 30038001, 'created_at': datetime.datetime(2026, 1, 8, 6, 10, 39), 'result': '0.07741325345557129', 'result_long': None, 'result_double': None}] Qualite : 0.07741325345557129 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30038001 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038001_08-01-2026_06_10_43.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30038001 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038001_08-01-2026_06_10_43.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038042, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038043, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30038044, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038045, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038046, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038047, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038048, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038049, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038050, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038051, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038052, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038053, 'pht': 3726}}" where mtr_portfolio_id = 30038001 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30038001 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153256, 0.07741325345557129, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038001_08-01-2026_06_10_43.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038042, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038043, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30038044, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038045, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038046, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038047, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038048, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038049, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038050, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038051, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038052, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038053, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30038537 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325428, 'mtr_portfolio_id': 30038537, 'created_at': datetime.datetime(2026, 1, 8, 6, 11, 7), 'result': '0.05022671274871275', 'result_long': None, 'result_double': None}] Qualite : 0.05022671274871275 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30038537 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038537_08-01-2026_06_11_09.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30038537 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038537_08-01-2026_06_11_09.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 30038541, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038542, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038543, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038544, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038545, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038546, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038547, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038548, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038549, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038550, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038551, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038552, 'pht': 3726}}" where mtr_portfolio_id = 30038537 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30038537 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153257, 0.05022671274871275, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038537_08-01-2026_06_11_09.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 30038541, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30038542, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30038543, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30038544, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30038545, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038546, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038547, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30038548, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30038549, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038550, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038551, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038552, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30039434 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325429, 'mtr_portfolio_id': 30039434, 'created_at': datetime.datetime(2026, 1, 8, 6, 11, 29), 'result': '0.028992247467064528', 'result_long': None, 'result_double': None}] Qualite : 0.028992247467064528 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30039434 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039434_08-01-2026_06_11_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30039434 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039434_08-01-2026_06_11_30.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039436, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039437, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039438, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039439, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039440, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039441, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039442, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039443, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039444, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039445, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039446, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039447, 'pht': 3726}}" where mtr_portfolio_id = 30039434 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30039434 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153258, 0.028992247467064528, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039434_08-01-2026_06_11_30.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039436, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039437, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039438, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039439, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039440, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039441, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039442, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039443, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039444, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039445, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039446, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039447, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30039737 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325430, 'mtr_portfolio_id': 30039737, 'created_at': datetime.datetime(2026, 1, 8, 6, 11, 58), 'result': '0.048594545782612845', 'result_long': None, 'result_double': None}] Qualite : 0.048594545782612845 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30039737 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039737_08-01-2026_06_12_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30039737 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039737_08-01-2026_06_12_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039742, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039743, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039744, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039745, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039746, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039747, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039748, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039749, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039750, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039751, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039752, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039753, 'pht': 3726}}" where mtr_portfolio_id = 30039737 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30039737 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153259, 0.048594545782612845, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30039737_08-01-2026_06_12_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30039742, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30039743, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30039744, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30039745, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30039746, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30039747, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30039748, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30039749, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30039750, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30039751, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30039752, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30039753, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30040160 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325431, 'mtr_portfolio_id': 30040160, 'created_at': datetime.datetime(2026, 1, 8, 6, 12, 59), 'result': '0.06999961021432982', 'result_long': None, 'result_double': None}] Qualite : 0.06999961021432982 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30040160 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30040160_08-01-2026_06_13_02.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30040160 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30040160_08-01-2026_06_13_02.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30040175, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30040176, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30040177, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30040178, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30040179, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30040180, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30040181, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30040182, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30040183, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30040184, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30040185, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30040186, 'pht': 3726}}" where mtr_portfolio_id = 30040160 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30040160 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153260, 0.06999961021432982, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30040160_08-01-2026_06_13_02.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30040175, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30040176, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30040177, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30040178, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30040179, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30040180, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30040181, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30040182, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30040183, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30040184, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30040185, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30040186, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30040716 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325432, 'mtr_portfolio_id': 30040716, 'created_at': datetime.datetime(2026, 1, 8, 6, 13, 30), 'result': '0.03615319747985001', 'result_long': None, 'result_double': None}] Qualite : 0.03615319747985001 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30040716 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30040716_08-01-2026_06_13_33.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30040716 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30040716_08-01-2026_06_13_33.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30040724, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30040725, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30040726, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30040727, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30040729, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30040730, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30040731, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30040732, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30040733, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30040734, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30040735, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30040736, 'pht': 3726}}" where mtr_portfolio_id = 30040716 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30040716 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153261, 0.03615319747985001, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30040716_08-01-2026_06_13_33.pdf', 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30040724, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30040725, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30040726, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30040727, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30040729, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30040730, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30040731, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30040732, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30040733, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30040734, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30040735, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30040736, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30041273 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325433, 'mtr_portfolio_id': 30041273, 'created_at': datetime.datetime(2026, 1, 8, 6, 13, 59), 'result': '0.04843369147822856', 'result_long': None, 'result_double': None}] Qualite : 0.04843369147822856 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30041273 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30041273_08-01-2026_06_14_02.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30041273 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30041273_08-01-2026_06_14_02.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30041274, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30041275, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30041276, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30041277, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30041278, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30041279, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30041280, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30041281, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30041283, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30041284, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30041285, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30041287, 'pht': 3726}}" where mtr_portfolio_id = 30041273 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30041273 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153262, 0.04843369147822856, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30041273_08-01-2026_06_14_02.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30041274, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30041275, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30041276, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30041277, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30041278, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30041279, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30041280, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30041281, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30041283, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30041284, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30041285, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30041287, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30041712 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325434, 'mtr_portfolio_id': 30041712, 'created_at': datetime.datetime(2026, 1, 8, 6, 14, 29), 'result': '0.044652971684297924', 'result_long': None, 'result_double': None}] Qualite : 0.044652971684297924 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30041712 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30041712_08-01-2026_06_14_32.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30041712 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30041712_08-01-2026_06_14_32.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30041716, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30041717, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30041718, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30041719, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30041720, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30041721, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30041722, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30041723, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30041724, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30041725, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30041726, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30041727, 'pht': 3726}}" where mtr_portfolio_id = 30041712 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30041712 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153263, 0.044652971684297924, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30041712_08-01-2026_06_14_32.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30041716, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30041717, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30041718, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30041719, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30041720, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30041721, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30041722, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30041723, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30041724, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30041725, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30041726, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30041727, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30042456 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325435, 'mtr_portfolio_id': 30042456, 'created_at': datetime.datetime(2026, 1, 8, 6, 15, 28), 'result': '0.0671013251172225', 'result_long': None, 'result_double': None}] Qualite : 0.0671013251172225 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30042456 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30042456_08-01-2026_06_15_29.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30042456 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30042456_08-01-2026_06_15_29.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30042457, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30042458, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30042459, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30042460, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30042461, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30042462, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30042463, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30042464, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30042465, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30042466, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30042467, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30042468, 'pht': 3726}}" where mtr_portfolio_id = 30042456 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30042456 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153264, 0.0671013251172225, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30042456_08-01-2026_06_15_29.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30042457, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30042458, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30042459, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30042460, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30042461, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30042462, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30042463, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30042464, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30042465, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30042466, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30042467, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30042468, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30042747 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325436, 'mtr_portfolio_id': 30042747, 'created_at': datetime.datetime(2026, 1, 8, 6, 15, 36), 'result': '0.05816014421448015', 'result_long': None, 'result_double': None}] Qualite : 0.05816014421448015 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30042747 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30042747_08-01-2026_06_15_39.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30042747 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30042747_08-01-2026_06_15_39.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 30042790, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30042791, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30042792, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30042793, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30042794, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30042795, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30042796, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30042797, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30042798, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30042799, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30042800, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30042801, 'pht': 3726}}" where mtr_portfolio_id = 30042747 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30042747 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153265, 0.05816014421448015, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30042747_08-01-2026_06_15_39.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 30042790, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30042791, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30042792, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30042793, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30042794, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30042795, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30042796, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30042797, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30042798, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30042799, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30042800, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30042801, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30043088 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325437, 'mtr_portfolio_id': 30043088, 'created_at': datetime.datetime(2026, 1, 8, 6, 15, 57), 'result': '0.06952259603594349', 'result_long': None, 'result_double': None}] Qualite : 0.06952259603594349 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30043088 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30043088_08-01-2026_06_16_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30043088 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30043088_08-01-2026_06_16_00.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30043093, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30043094, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30043095, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30043096, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30043097, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30043098, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30043099, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30043100, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30043101, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30043102, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30043103, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30043104, 'pht': 3726}}" where mtr_portfolio_id = 30043088 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30043088 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153266, 0.06952259603594349, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30043088_08-01-2026_06_16_00.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30043093, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30043094, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30043095, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30043096, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30043097, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30043098, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30043099, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30043100, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30043101, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30043102, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30043103, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30043104, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30043466 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325438, 'mtr_portfolio_id': 30043466, 'created_at': datetime.datetime(2026, 1, 8, 6, 16, 8), 'result': '0.058902176979433334', 'result_long': None, 'result_double': None}] Qualite : 0.058902176979433334 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30043466 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30043466_08-01-2026_06_16_11.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30043466 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30043466_08-01-2026_06_16_11.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30043473, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30043474, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30043475, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30043476, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30043477, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30043478, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30043479, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30043480, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30043481, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30043482, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30043483, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30043484, 'pht': 3726}}" where mtr_portfolio_id = 30043466 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30043466 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153267, 0.058902176979433334, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30043466_08-01-2026_06_16_11.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30043473, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30043474, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30043475, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30043476, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30043477, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30043478, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30043479, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30043480, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30043481, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30043482, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30043483, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30043484, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30044048 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325440, 'mtr_portfolio_id': 30044048, 'created_at': datetime.datetime(2026, 1, 8, 6, 16, 30), 'result': '0.04001361171079726', 'result_long': None, 'result_double': None}] Qualite : 0.04001361171079726 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30044048 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044048_08-01-2026_06_16_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30044048 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044048_08-01-2026_06_16_31.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044050, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044051, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044052, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044053, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044054, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044055, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044056, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044057, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044058, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044059, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044060, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044061, 'pht': 3726}}" where mtr_portfolio_id = 30044048 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30044048 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153268, 0.04001361171079726, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044048_08-01-2026_06_16_31.pdf', 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044050, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044051, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044052, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044053, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044054, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044055, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044056, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044057, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044058, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044059, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044060, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044061, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30044344 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325441, 'mtr_portfolio_id': 30044344, 'created_at': datetime.datetime(2026, 1, 8, 6, 17, 31), 'result': '0.05903016019162093', 'result_long': None, 'result_double': None}] Qualite : 0.05903016019162093 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30044344 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044344_08-01-2026_06_17_34.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30044344 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044344_08-01-2026_06_17_34.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044345, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044346, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044347, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044348, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044349, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044350, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044351, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044352, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044353, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044354, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044355, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044356, 'pht': 3726}}" where mtr_portfolio_id = 30044344 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30044344 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153269, 0.05903016019162093, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044344_08-01-2026_06_17_34.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044345, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044346, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044347, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044348, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044349, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044350, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044351, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044352, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044353, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044354, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044355, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044356, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30044503 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325487, 'mtr_portfolio_id': 30044503, 'created_at': datetime.datetime(2026, 1, 8, 5, 49, 32), 'result': '0.038969363583567486', 'result_long': None, 'result_double': None}] Qualite : 0.038969363583567486 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30044503 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044503_08-01-2026_05_49_32.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30044503 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044503_08-01-2026_05_49_32.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 30044507, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044508, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044509, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044510, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044511, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044512, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044513, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044514, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044515, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044516, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044517, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044518, 'pht': 3726}}" where mtr_portfolio_id = 30044503 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30044503 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153270, 0.038969363583567486, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044503_08-01-2026_05_49_32.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 30044507, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044508, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044509, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044510, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044511, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044512, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044513, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044514, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044515, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044516, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044517, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044518, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30044839 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325546, 'mtr_portfolio_id': 30044839, 'created_at': datetime.datetime(2026, 1, 8, 6, 3, 29), 'result': '0.07575103042366196', 'result_long': None, 'result_double': None}] Qualite : 0.07575103042366196 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30044839 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044839_08-01-2026_06_03_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30044839 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044839_08-01-2026_06_03_30.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044843, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044844, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044845, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044846, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044847, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044848, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044849, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044850, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044851, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044852, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044853, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044854, 'pht': 3726}}" where mtr_portfolio_id = 30044839 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30044839 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153271, 0.07575103042366196, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30044839_08-01-2026_06_03_30.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30044843, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30044844, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30044845, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30044846, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30044847, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30044848, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30044849, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30044850, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30044851, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30044852, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30044853, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30044854, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30045159 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325625, 'mtr_portfolio_id': 30045159, 'created_at': datetime.datetime(2026, 1, 8, 6, 17, 28), 'result': '0.0522078440398108', 'result_long': None, 'result_double': None}] Qualite : 0.0522078440398108 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30045159 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045159_08-01-2026_06_17_29.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30045159 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045159_08-01-2026_06_17_29.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30045164, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30045165, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30045166, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30045167, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30045168, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30045169, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30045170, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30045171, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30045172, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30045173, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30045174, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30045175, 'pht': 3726}}" where mtr_portfolio_id = 30045159 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30045159 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153272, 0.0522078440398108, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045159_08-01-2026_06_17_29.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30045164, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30045165, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30045166, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30045167, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30045168, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30045169, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30045170, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30045171, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30045172, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30045173, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30045174, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30045175, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30045650 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325676, 'mtr_portfolio_id': 30045650, 'created_at': datetime.datetime(2026, 1, 8, 6, 33, 30), 'result': '0.05701667032124232', 'result_long': None, 'result_double': None}] Qualite : 0.05701667032124232 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30045650 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045650_08-01-2026_06_33_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30045650 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045650_08-01-2026_06_33_30.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30045654, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30045655, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30045656, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30045657, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30045658, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30045659, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30045660, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30045661, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30045662, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30045663, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30045664, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30045665, 'pht': 3726}}" where mtr_portfolio_id = 30045650 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30045650 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153273, 0.05701667032124232, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045650_08-01-2026_06_33_30.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30045654, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30045655, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30045656, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30045657, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30045658, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30045659, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30045660, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30045661, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30045662, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30045663, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30045664, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30045665, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30046151 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 list_result_datou : [{'mtr_datou_id': 4302, 'mtr_datou_current_id': 4325773, 'mtr_portfolio_id': 30046151, 'created_at': datetime.datetime(2026, 1, 8, 6, 47), 'result': '0.05630211757932911', 'result_long': None, 'result_double': None}] Qualite : 0.05630211757932911 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30046151 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046151_08-01-2026_06_47_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30046151 order by id desc limit 1 update MTRPhoto.dashboard_results set completion_json = "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046151_08-01-2026_06_47_00.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 30046168, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30046169, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30046170, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30046171, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30046172, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30046173, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30046174, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30046175, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30046176, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30046177, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30046178, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30046179, 'pht': 3726}}" where mtr_portfolio_id = 30046151 and dashboard_run_id = 2870319 SELECT name, created_at,limit_max FROM MTRDatou.mtr_datou WHERE id=4302 SELECT mtd.id, mtdt.`type`, mtd.`param`, mtd.param_json, mtdt.nb_input, mtdt.nb_output, mtdt.prod, mtdt.is_local, mtdt.is_datou_depend, mtdt.is_photo_id_local FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_step_types mtdt WHERE mtdt.`id`=mtd.`type` AND mtd.mtd_id=4302 SELECT mtd.id, mtd.mtd_id, mdsdt.id, mdsdt.name, mdsdt.description, msid.output_or_input, msid.data_order_id, mdsdt.type FROM MTRDatou.mtr_datou_step mtd, MTRDatou.mtr_datou_steptype_io_datatypes msid, MTRDatou.mtr_datou_step_data_types mdsdt WHERE mtd.`type`=msid.`mtr_datou_step_type` AND mtd.mtd_id= 4302 AND msid.data_type=mdsdt.id SELECT mts_id_output, id_output, mts_id_input, id_input FROM MTRDatou.mtr_datou_step_by_step WHERE mtd_id=4302 # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 13596 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11881 final have less inputs used (1) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11881 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! WARNING : number of outputs for step 13625 velours_tree is not consistent : 2 used against 1 in the step definition ! Step 11884 send_mail_cod have less inputs used (3) than in the step definition (5) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 3 of step 11884 have datatype=6 WARNING : type of output 1 of step 13596 doesn't seem to be define in the database( WARNING : type of input 3 of step 11881 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 13596 have datatype=10 whereas input 0 of step 13625 have datatype=18 WARNING : type of output 1 of step 13625 doesn't seem to be define in the database( WARNING : type of input 5 of step 11884 doesn't seem to be define in the database( DataTypes for each output/input checked ! no param json to modify TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=30046151 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153274, 0.05630211757932911, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046151_08-01-2026_06_47_00.pdf', 'metal': {'hashtag': 'metal', 'sub_port_id': 30046168, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30046169, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30046170, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30046171, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30046172, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30046173, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30046174, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30046175, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30046176, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30046177, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30046178, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30046179, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 30046571 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': 4325817, 'mtr_portfolio_id': 30046571, 'created_at': datetime.datetime(2026, 1, 8, 7, 5), 'result': '0.06169223302882452', 'result_long': None, 'result_double': None}] Qualite : 0.06169223302882452 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30046571 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046571_08-01-2026_07_05_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30046571 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_P30046571_08-01-2026_07_05_01.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30046583, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30046584, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30046585, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30046586, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30046587, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30046588, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30046589, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30046590, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30046591, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30046592, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30046593, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30046594, 'pht': 3726}}" where mtr_portfolio_id = 30046571 and dashboard_run_id = 2870319 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`=30046571 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153275, 0.06169223302882452, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046571_08-01-2026_07_05_01.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30046583, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30046584, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30046585, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30046586, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30046587, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30046588, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30046589, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30046590, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30046591, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30046592, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30046593, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30046594, '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 = 30046867 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': 4325876, 'mtr_portfolio_id': 30046867, 'created_at': datetime.datetime(2026, 1, 8, 7, 19), 'result': '0.04667830899633793', 'result_long': None, 'result_double': None}] Qualite : 0.04667830899633793 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30046867 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046867_08-01-2026_07_19_00.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30046867 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_P30046867_08-01-2026_07_19_00.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 30046927, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30046928, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30046929, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30046930, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30046931, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30046932, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30046933, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30046934, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30046935, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30046936, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30046937, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30046938, 'pht': 3726}}" where mtr_portfolio_id = 30046867 and dashboard_run_id = 2870319 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`=30046867 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153276, 0.04667830899633793, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30046867_08-01-2026_07_19_00.pdf', 'papier': {'hashtag': 'papier', 'sub_port_id': 30046927, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30046928, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30046929, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30046930, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30046931, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30046932, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30046933, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30046934, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30046935, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30046936, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30046937, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30046938, '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 = 30047850 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': 4325978, 'mtr_portfolio_id': 30047850, 'created_at': datetime.datetime(2026, 1, 8, 7, 34, 59), 'result': '0.05120234313938638', 'result_long': None, 'result_double': None}] Qualite : 0.05120234313938638 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30047850 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30047850_08-01-2026_07_34_59.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30047850 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_P30047850_08-01-2026_07_34_59.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30047896, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30047897, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30047898, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30047899, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30047900, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30047901, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30047902, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30047903, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30047904, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30047905, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30047906, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30047907, 'pht': 3726}}" where mtr_portfolio_id = 30047850 and dashboard_run_id = 2870321 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`=30047850 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153277, 0.05120234313938638, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30047850_08-01-2026_07_34_59.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30047896, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30047897, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30047898, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30047899, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30047900, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30047901, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30047902, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30047903, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30047904, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30047905, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30047906, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30047907, '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 = 30048566 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': 4326047, 'mtr_portfolio_id': 30048566, 'created_at': datetime.datetime(2026, 1, 8, 7, 46, 58), 'result': '0.04906005780075261', 'result_long': None, 'result_double': None}] Qualite : 0.04906005780075261 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30048566 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30048566_08-01-2026_07_46_58.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30048566 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_P30048566_08-01-2026_07_46_58.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30048595, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30048596, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30048597, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30048598, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30048599, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30048600, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30048601, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30048602, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30048603, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30048604, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30048605, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30048606, 'pht': 3726}}" where mtr_portfolio_id = 30048566 and dashboard_run_id = 2870321 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`=30048566 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153278, 0.04906005780075261, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30048566_08-01-2026_07_46_58.pdf', 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30048595, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30048596, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30048597, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30048598, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30048599, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30048600, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30048601, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30048602, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30048603, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30048604, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30048605, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30048606, '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 = 30049157 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': 4326105, 'mtr_portfolio_id': 30049157, 'created_at': datetime.datetime(2026, 1, 8, 8, 3), 'result': '0.09011083638164621', 'result_long': None, 'result_double': None}] Qualite : 0.09011083638164621 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30049157 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30049157_08-01-2026_08_03_01.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30049157 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_P30049157_08-01-2026_08_03_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30049181, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30049182, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30049183, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30049184, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30049185, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30049186, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30049187, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30049188, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30049189, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30049190, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30049191, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30049192, 'pht': 3726}}" where mtr_portfolio_id = 30049157 and dashboard_run_id = 2870321 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`=30049157 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153279, 0.09011083638164621, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30049157_08-01-2026_08_03_01.pdf', 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30049181, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30049182, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30049183, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30049184, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30049185, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30049186, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30049187, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30049188, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30049189, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30049190, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30049191, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30049192, '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 = 30049630 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': 4326158, 'mtr_portfolio_id': 30049630, 'created_at': datetime.datetime(2026, 1, 8, 8, 15, 2), 'result': '0.04712610126922949', 'result_long': None, 'result_double': None}] Qualite : 0.04712610126922949 select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 30049630 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30049630_08-01-2026_08_15_02.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 30049630 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_P30049630_08-01-2026_08_15_02.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30049638, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30049639, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30049640, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30049641, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30049642, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30049643, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30049644, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30049645, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30049646, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30049647, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30049648, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30049649, 'pht': 3726}}" where mtr_portfolio_id = 30049630 and dashboard_run_id = 2870321 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`=30049630 AND mptpi.`type`=3726 To do INSERT IGNORE INTO MTRPhoto.dashboard_results (id, qualite, completion_json) VALUES (19153280, 0.04712610126922949, "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30049630_08-01-2026_08_15_02.pdf', 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30049638, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30049639, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30049640, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30049641, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30049642, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30049643, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30049644, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30049645, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30049646, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30049647, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30049648, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30049649, 'pht': 3726}}") ON DUPLICATE KEY UPDATE qualite=VALUES(qualite), completion_json=VALUES(completion_json) ret update_qualite_results : None SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30036903,30037586,30038001,30038537,30039434,30039737,30040160,30040716,30041273,30041712,30042456,30042747,30043088,30043466,30044048,30044344,30044503,30044839,30045159,30045650,30046151,30046571,30046867,30047850,30048566,30049157,30049630) result : ((1402888984,), (1402888993,), (1402889225,), (1402889226,), (1402889227,), (1402889229,), (1402889231,), (1402889418,), (1402889430,), (1402889432,), (1402889433,), (1402889435,), (1402889438,), (1402889647,), (1402889680,), (1402889714,), (1402889745,), (1402889965,), (1402889996,), (1402890030,), (1402890065,), (1402890726,), (1402890831,), (1402890942,), (1402891041,), (1402891107,), (1402891311,), (1402891313,), (1402891315,), (1402891317,), (1402891589,), (1402891590,), (1402891592,), (1402891595,), (1402891598,), (1402891629,), (1402892139,), (1402892141,), (1402892404,), (1402892427,), (1402892459,), (1402892467,), (1402892477,), (1402892482,), (1402892489,), (1402892491,), (1402892494,), (1402892495,), (1402892499,), (1402892525,), (1402892526,), (1402892529,), (1402892533,), (1402892534,), (1402892548,), (1402892550,), (1402892552,), (1402892555,), (1402892557,), (1402892558,), (1402892571,), (1402892572,), (1402892573,), (1402892574,), (1402892583,), (1402892603,), (1402892622,), (1402892624,), (1402892638,), (1402892641,), (1402892646,), (1402892649,), (1402892651,), (1402892802,), (1402892775,), (1402892787,), (1402892789,), (1402892799,), (1402892818,), (1402892853,), (1402892887,), (1402892919,), (1402892955,), (1402892989,), (1402893129,), (1402893164,), (1402893195,), (1402893301,), (1402893303,), (1402893304,), (1402893306,), (1402893310,), (1402893332,), (1402893360,), (1402893362,), (1402893365,), (1402893377,), (1402893380,), (1402893716,), (1402893717,), (1402893720,), (1402893721,), (1402893724,), (1402893784,), (1402893818,), (1402893851,), (1402893888,), (1402893889,), (1402893890,), (1402893893,), (1402893895,), (1402893897,), (1402893931,), (1402893932,), (1402893933,), 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(1402922946,), (1402922947,), (1402922951,), (1402922954,), (1402922961,), (1402922962,), (1402922963,), (1402923057,), (1402923078,), (1402923101,), (1402923096,), (1402923098,), (1402923134,), (1402923135,), (1402923137,), (1402923140,), (1402923143,), (1402923162,), (1402923359,), (1402923360,), (1402923363,), (1402923365,), (1402923382,), (1402923384,), (1402923386,), (1402923388,), (1402923389,), (1402923404,), (1402923414,), (1402923427,), (1402923459,), (1402923874,), (1402923909,), (1402924485,), (1402924486,), (1402924487,), (1402924488,), (1402923865,), (1402923867,), (1402923870,), (1402923872,), (1402924340,), (1402924346,), (1402924378,), (1402924389,), (1402924401,), (1402924403,), (1402924455,), (1402924458,), (1402924461,), (1402924464,), (1402924466,), (1402924469,), (1402924497,), (1402924500,), (1402924503,), (1402924506,), (1402924508,), (1402924583,), (1402925156,), (1402925159,), (1402925209,), (1402925255,), (1402925323,), (1402925325,), (1402925327,), 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(1402931901,), (1402931903,), (1402931946,), (1402931913,), (1402931924,), (1402931935,), (1402931939,), (1402931986,), (1402931989,), (1402931992,), (1402932387,), (1402932417,), (1402932476,), (1402932525,), (1402932564,), (1402932624,), (1402932782,), (1402932825,), (1402932962,), (1402933008,), (1402933525,), (1402933565,), (1402934054,), (1402934090,), (1402934548,), (1402934551,), (1402934553,), (1402934644,), (1402934647,), (1402934677,), (1402934678,), (1402934679,), (1402934759,), (1402934908,), (1402934974,), (1402935070,)) NUMBER BATCH : 0 # DISPLAY ALL COLLECTED DATA : {'08012026': {'nb_upload': 33, 'nb_taggue_class': 0, 'nb_taggue_densite': 0}} After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([30049630]) Inside saveOutput : final : True verbose : True saveOutput not yet implemented for datou_step.type : split_time_score we use saveGeneral [1402935070] map_info['map_portfolio_photo'] : {30049630: [1402935070, 1402934974, 1402934908, 1402934759, 1402934679, 1402934678, 1402934677, 1402934647, 1402934644, 1402934553, 1402934551, 1402934548, 1402934090, 1402934054, 1402933565, 1402933525, 1402933008, 1402932962, 1402932825, 1402932782, 1402932624, 1402932564, 1402932525, 1402932476, 1402932417, 1402932387, 1402931992, 1402931989, 1402931986, 1402931939, 1402931935, 1402931924, 1402931913]} final : True mtd_id 4302 list_pids : [1402935070] Looping around the photos to save general results len do output : 1 /30049630Didn'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, '4326158') ('4302', '30049630', '1402935070', None, None, None, None, None, '4326158') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 2 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, '30049630', 'None', None, None, None, None, '4326158'), ('4302', '30049630', '1402935070', None, None, None, None, None, '4326158')] time used for this insertion : 0.01466226577758789 save_final save missing photos in datou_result : time spend for datou_step_exec : 3.0462708473205566 time spend to save output : 0.014813661575317383 total time spend for step 5 : 3.061084508895874 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 (4326158) 1.99user 2.68system 0:12.57elapsed 37%CPU (0avgtext+0avgdata 161376maxresident)k 1912inputs+6552outputs (45major+65141minor)pagefaults 0swaps