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 : 272405 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 (4325676) updating current state to 1 UPDATE MTRPhoto.mtr_datou_current SET state=1, hostname='marlene' WHERE id in (4325676) SELECT count(*) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045650 AND hide_status = 0 list_input_json: [] Current got : datou_id : 4302, datou_cur_ids : ['4325676'] with mtr_portfolio_ids : ['30045650'] and first list_photo_ids : [] new path : /proc/272405/ Name: python3 Umask: 0002 State: R (running) Tgid: 272405 Ngid: 0 Pid: 272405 PPid: 272404 TracerPid: 0 Uid: 1006 1006 1006 1006 Gid: 1009 1009 1009 1009 FDSize: 64 Groups: 27 1009 1026 NStgid: 272405 NSpid: 272405 NSpgid: 269188 NSsid: 269188 VmPeak: 1113368 kB VmSize: 1113368 kB VmLck: 0 kB VmPin: 0 kB VmHWM: 104300 kB VmRSS: 104300 kB RssAnon: 66304 kB RssFile: 37996 kB RssShmem: 0 kB VmData: 872096 kB VmStk: 132 kB VmExe: 2644 kB VmLib: 130476 kB VmPTE: 564 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: 41 nonvoluntary_ctxt_switches: 100 {'Name': 'python3', 'Umask': '0002', 'State': 'R (running)', 'Tgid': '272405', 'Ngid': '0', 'Pid': '272405', 'PPid': '272404', 'TracerPid': '0', 'Uid': '1006,1006,1006,1006', 'Gid': '1009,1009,1009,1009', 'FDSize': '64', 'Groups': '27 1009 1026', 'NStgid': '272405', 'NSpid': '272405', 'NSpgid': '269188', 'NSsid': '269188', 'VmPeak': '1113368 kB', 'VmSize': '1113368 kB', 'VmLck': '0 kB', 'VmPin': '0 kB', 'VmHWM': '104300 kB', 'VmRSS': '104300 kB', 'RssAnon': '66304 kB', 'RssFile': '37996 kB', 'RssShmem': '0 kB', 'VmData': '872096 kB', 'VmStk': '132 kB', 'VmExe': '2644 kB', 'VmLib': '130476 kB', 'VmPTE': '564 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': '41', 'nonvoluntary_ctxt_switches': '100'} ('datou_batch_current', '272405', '1113368', '0', '1113368', '872096', '104300', b'', 'marlene', '4325676') 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 (30045650) 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 (4325676 ) ) 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 (30045650) AND hide_status = 0 ORDER by mtr_photo_id desc LIMIT 0, 200 list_result: [{'photo_id': 1402922661, 'portfolio_id': 30045650}, {'photo_id': 1402922658, 'portfolio_id': 30045650}, {'photo_id': 1402922654, 'portfolio_id': 30045650}, {'photo_id': 1402922640, 'portfolio_id': 30045650}, {'photo_id': 1402922638, 'portfolio_id': 30045650}, {'photo_id': 1402922636, 'portfolio_id': 30045650}, {'photo_id': 1402922634, 'portfolio_id': 30045650}, {'photo_id': 1402922632, 'portfolio_id': 30045650}, {'photo_id': 1402922631, 'portfolio_id': 30045650}, {'photo_id': 1402922583, 'portfolio_id': 30045650}, {'photo_id': 1402922580, 'portfolio_id': 30045650}, {'photo_id': 1402922578, 'portfolio_id': 30045650}, {'photo_id': 1402922576, 'portfolio_id': 30045650}, {'photo_id': 1402922568, 'portfolio_id': 30045650}, {'photo_id': 1402922566, 'portfolio_id': 30045650}, {'photo_id': 1402922562, 'portfolio_id': 30045650}, {'photo_id': 1402922560, 'portfolio_id': 30045650}, {'photo_id': 1402922558, 'portfolio_id': 30045650}, {'photo_id': 1402922550, 'portfolio_id': 30045650}, {'photo_id': 1402922534, 'portfolio_id': 30045650}, {'photo_id': 1402922531, 'portfolio_id': 30045650}, {'photo_id': 1402922529, 'portfolio_id': 30045650}, {'photo_id': 1402922527, 'portfolio_id': 30045650}, {'photo_id': 1402922525, 'portfolio_id': 30045650}, {'photo_id': 1402922518, 'portfolio_id': 30045650}, {'photo_id': 1402922500, 'portfolio_id': 30045650}, {'photo_id': 1402922497, 'portfolio_id': 30045650}, {'photo_id': 1402922489, 'portfolio_id': 30045650}, {'photo_id': 1402922481, 'portfolio_id': 30045650}, {'photo_id': 1402922458, 'portfolio_id': 30045650}, {'photo_id': 1402922456, 'portfolio_id': 30045650}, {'photo_id': 1402922454, 'portfolio_id': 30045650}, {'photo_id': 1402922452, 'portfolio_id': 30045650}, {'photo_id': 1402922451, 'portfolio_id': 30045650}, {'photo_id': 1402922440, 'portfolio_id': 30045650}, {'photo_id': 1402922439, 'portfolio_id': 30045650}, {'photo_id': 1402922438, 'portfolio_id': 30045650}, {'photo_id': 1402922434, 'portfolio_id': 30045650}, {'photo_id': 1402922432, 'portfolio_id': 30045650}, {'photo_id': 1402922430, 'portfolio_id': 30045650}, {'photo_id': 1402922428, 'portfolio_id': 30045650}, {'photo_id': 1402922427, 'portfolio_id': 30045650}, {'photo_id': 1402922425, 'portfolio_id': 30045650}, {'photo_id': 1402922387, 'portfolio_id': 30045650}, {'photo_id': 1402922385, 'portfolio_id': 30045650}, {'photo_id': 1402922381, 'portfolio_id': 30045650}, {'photo_id': 1402922365, 'portfolio_id': 30045650}, {'photo_id': 1402922363, 'portfolio_id': 30045650}, {'photo_id': 1402922360, 'portfolio_id': 30045650}, {'photo_id': 1402922357, 'portfolio_id': 30045650}, {'photo_id': 1402922356, 'portfolio_id': 30045650}, {'photo_id': 1402922352, 'portfolio_id': 30045650}, {'photo_id': 1402922332, 'portfolio_id': 30045650}, {'photo_id': 1402922330, 'portfolio_id': 30045650}, {'photo_id': 1402922326, 'portfolio_id': 30045650}, {'photo_id': 1402922323, 'portfolio_id': 30045650}, {'photo_id': 1402922322, 'portfolio_id': 30045650}, {'photo_id': 1402922319, 'portfolio_id': 30045650}, {'photo_id': 1402922296, 'portfolio_id': 30045650}, {'photo_id': 1402922294, 'portfolio_id': 30045650}, {'photo_id': 1402922293, 'portfolio_id': 30045650}, {'photo_id': 1402922280, 'portfolio_id': 30045650}, {'photo_id': 1402922277, 'portfolio_id': 30045650}, {'photo_id': 1402922274, 'portfolio_id': 30045650}, {'photo_id': 1402922271, 'portfolio_id': 30045650}, {'photo_id': 1402922269, 'portfolio_id': 30045650}, {'photo_id': 1402922267, 'portfolio_id': 30045650}, {'photo_id': 1402922254, 'portfolio_id': 30045650}, {'photo_id': 1402922252, 'portfolio_id': 30045650}, {'photo_id': 1402922248, 'portfolio_id': 30045650}, {'photo_id': 1402922247, 'portfolio_id': 30045650}, {'photo_id': 1402922245, 'portfolio_id': 30045650}, {'photo_id': 1402922244, 'portfolio_id': 30045650}, {'photo_id': 1402922231, 'portfolio_id': 30045650}, {'photo_id': 1402922230, 'portfolio_id': 30045650}, {'photo_id': 1402922229, 'portfolio_id': 30045650}] map_portfolio_id_photo_id: {30045650: [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631, 1402922583, 1402922580, 1402922578, 1402922576, 1402922568, 1402922566, 1402922562, 1402922560, 1402922558, 1402922550, 1402922534, 1402922531, 1402922529, 1402922527, 1402922525, 1402922518, 1402922500, 1402922497, 1402922489, 1402922481, 1402922458, 1402922456, 1402922454, 1402922452, 1402922451, 1402922440, 1402922439, 1402922438, 1402922434, 1402922432, 1402922430, 1402922428, 1402922427, 1402922425, 1402922387, 1402922385, 1402922381, 1402922365, 1402922363, 1402922360, 1402922357, 1402922356, 1402922352, 1402922332, 1402922330, 1402922326, 1402922323, 1402922322, 1402922319, 1402922296, 1402922294, 1402922293, 1402922280, 1402922277, 1402922274, 1402922271, 1402922269, 1402922267, 1402922254, 1402922252, 1402922248, 1402922247, 1402922245, 1402922244, 1402922231, 1402922230, 1402922229]} ##### 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 : 0.02030014991760254 #### fin chargement data Blocking on flush ? No conitnuing About to test input to load Calling datou_exec Inside datou_exec : verbose : True number of steps : 5 step1:ventilate_hashtags_in_portfolio Thu Jan 8 06:30:57 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30045650) 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 : 30045650 get user id for portfolio 30045650 get sub ptf for main ptf 30045650, type 3726 and hashtags ['plastique', 'mal_croppe', 'Teint_Dans_La_Masse', 'autre_refus', 'metal', 'Carton_gris', 'flou', 'cartonnette', 'Carton_brun', 'kraft', 'papier', 'environnement'] 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 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('plastique','mal_croppe','Teint_Dans_La_Masse','autre_refus','metal','Carton_gris','flou','cartonnette','Carton_brun','kraft','papier','environnement')) 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`=30045650 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('plastique','mal_croppe','Teint_Dans_La_Masse','autre_refus','metal','Carton_gris','flou','cartonnette','Carton_brun','kraft','papier','environnement')) AND mptpi.`min_score`=0.5 To do returned map {'autre_refus': {'main_port_id': 30045650, 'sub_port_id': 30045654, 'hashtag': 'autre_refus', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568356, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'papier': {'main_port_id': 30045650, 'sub_port_id': 30045655, 'hashtag': 'papier', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568357, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'Carton_brun': {'main_port_id': 30045650, 'sub_port_id': 30045656, 'hashtag': 'Carton_brun', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568358, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'plastique': {'main_port_id': 30045650, 'sub_port_id': 30045657, 'hashtag': 'plastique', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568359, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'flou': {'main_port_id': 30045650, 'sub_port_id': 30045658, 'hashtag': 'flou', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568360, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'Carton_gris': {'main_port_id': 30045650, 'sub_port_id': 30045659, 'hashtag': 'Carton_gris', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568361, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'metal': {'main_port_id': 30045650, 'sub_port_id': 30045660, 'hashtag': 'metal', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568362, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'kraft': {'main_port_id': 30045650, 'sub_port_id': 30045661, 'hashtag': 'kraft', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568363, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'environnement': {'main_port_id': 30045650, 'sub_port_id': 30045662, 'hashtag': 'environnement', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568364, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'Teint_Dans_La_Masse': {'main_port_id': 30045650, 'sub_port_id': 30045663, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568365, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'mal_croppe': {'main_port_id': 30045650, 'sub_port_id': 30045664, 'hashtag': 'mal_croppe', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568366, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}, 'cartonnette': {'main_port_id': 30045650, 'sub_port_id': 30045665, 'hashtag': 'cartonnette', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568367, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 16, 59)}} insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045654 , 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=30045650 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 (30045654) result : ((1402922341,), (1402922444,), (1402922445,), (1402922547,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045655 , 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=30045650 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 (30045655) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045656 , 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=30045650 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 (30045656) result : ((1402922348,), (1402922349,), (1402922350,), (1402922351,), (1402922486,), (1402922487,), (1402922488,), (1402922519,), (1402922520,), (1402922521,), (1402922522,), (1402922553,), (1402922554,), (1402922555,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045657 , 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=30045650 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 (30045657) result : ((1402922354,), (1402922490,), (1402922491,), (1402922492,), (1402922493,), (1402922494,), (1402922495,), (1402922556,), (1402922557,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045658 , 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=30045650 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 (30045658) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045659 , 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=30045650 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 (30045659) result : ((1402922446,), (1402922447,), (1402922477,), (1402922478,), (1402922479,), (1402922480,), (1402922512,), (1402922548,), (1402922549,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045660 , 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=30045650 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 (30045660) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045661 , 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=30045650 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 (30045661) result : ((1402922523,), (1402922524,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045662 , 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=30045650 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 (30045662) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045663 , 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=30045650 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 (30045663) result : ((1402922339,), (1402922340,), (1402922442,), (1402922443,), (1402922471,), (1402922472,), (1402922473,), (1402922474,), (1402922475,), (1402922476,), (1402922510,), (1402922511,), (1402922542,), (1402922543,), (1402922544,), (1402922545,), (1402922546,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045664 , 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=30045650 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 (30045664) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 30045665 , 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=30045650 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 (30045665) result : ((1402922343,), (1402922344,), (1402922345,), (1402922346,), (1402922347,), (1402922448,), (1402922483,), (1402922484,), (1402922485,), (1402922513,), (1402922514,), (1402922515,), (1402922516,), (1402922551,)) SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (30045650) result : ((1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) 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 (1402922500) and cspi.crop_hashtag_id = chi.id; 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`=30045650 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('plastique','mal_croppe','Teint_Dans_La_Masse','autre_refus','metal','Carton_gris','flou','cartonnette','Carton_brun','kraft','papier','environnement')) 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`=30045650 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('plastique','mal_croppe','Teint_Dans_La_Masse','autre_refus','metal','Carton_gris','flou','cartonnette','Carton_brun','kraft','papier','environnement')) AND mptpi.`min_score`=0.5 To do returned map {'autre_refus': {'main_port_id': 30045650, 'sub_port_id': 30045666, 'hashtag': 'autre_refus', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568368, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'papier': {'main_port_id': 30045650, 'sub_port_id': 30045667, 'hashtag': 'papier', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568369, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'Carton_brun': {'main_port_id': 30045650, 'sub_port_id': 30045668, 'hashtag': 'Carton_brun', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568370, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'plastique': {'main_port_id': 30045650, 'sub_port_id': 30045669, 'hashtag': 'plastique', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568371, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'flou': {'main_port_id': 30045650, 'sub_port_id': 30045670, 'hashtag': 'flou', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568372, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'Carton_gris': {'main_port_id': 30045650, 'sub_port_id': 30045671, 'hashtag': 'Carton_gris', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568373, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'metal': {'main_port_id': 30045650, 'sub_port_id': 30045672, 'hashtag': 'metal', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568374, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'kraft': {'main_port_id': 30045650, 'sub_port_id': 30045673, 'hashtag': 'kraft', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568375, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'environnement': {'main_port_id': 30045650, 'sub_port_id': 30045674, 'hashtag': 'environnement', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568376, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'Teint_Dans_La_Masse': {'main_port_id': 30045650, 'sub_port_id': 30045675, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568377, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'mal_croppe': {'main_port_id': 30045650, 'sub_port_id': 30045676, 'hashtag': 'mal_croppe', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568378, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 17, 1), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}, 'cartonnette': {'main_port_id': 30045650, 'sub_port_id': 30045677, 'hashtag': 'cartonnette', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20568379, 'last_updated_at': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_desc': datetime.datetime(2026, 1, 8, 6, 29), 'last_updated_at_asc': datetime.datetime(2026, 1, 8, 6, 17, 1)}} insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045666,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045654 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045667,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045655 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045668,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045656 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045669,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045657 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045670,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045658 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045671,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045659 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045672,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045660 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045673,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045661 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045674,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045662 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045675,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045663 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045676,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045664 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 30045677,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 30045665 lien utilise dans velours : https://marlene.fotonower.com/velours/30045666,30045667,30045668,30045669,30045670,30045671,30045672,30045673,30045674,30045675,30045676,30045677?tags=autre_refus,papier,Carton_brun,plastique,flou,Carton_gris,metal,kraft,environnement,Teint_Dans_La_Masse,mal_croppe,cartonnette After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([30045650]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : ventilate_hashtags_in_portfolio we use saveGeneral [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631] map_info['map_portfolio_photo'] : {30045650: [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631, 1402922583, 1402922580, 1402922578, 1402922576, 1402922568, 1402922566, 1402922562, 1402922560, 1402922558, 1402922550, 1402922534, 1402922531, 1402922529, 1402922527, 1402922525, 1402922518, 1402922500, 1402922497, 1402922489, 1402922481, 1402922458, 1402922456, 1402922454, 1402922452, 1402922451, 1402922440, 1402922439, 1402922438, 1402922434, 1402922432, 1402922430, 1402922428, 1402922427, 1402922425, 1402922387, 1402922385, 1402922381, 1402922365, 1402922363, 1402922360, 1402922357, 1402922356, 1402922352, 1402922332, 1402922330, 1402922326, 1402922323, 1402922322, 1402922319, 1402922296, 1402922294, 1402922293, 1402922280, 1402922277, 1402922274, 1402922271, 1402922269, 1402922267, 1402922254, 1402922252, 1402922248, 1402922247, 1402922245, 1402922244, 1402922231, 1402922230, 1402922229]} final : False mtd_id 4302 list_pids : [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631] Looping around the photos to save general results len do output : 1 /30045650. 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, '4325676') ('4302', '30045650', '1402922661', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922658', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922654', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922640', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922638', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922636', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922634', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922632', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922631', None, None, None, None, None, '4325676') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 10 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, '30045650', "{'autre_refus': 30045654, 'papier': 30045655, 'Carton_brun': 30045656, 'plastique': 30045657, 'flou': 30045658, 'Carton_gris': 30045659, 'metal': 30045660, 'kraft': 30045661, 'environnement': 30045662, 'Teint_Dans_La_Masse': 30045663, 'mal_croppe': 30045664, 'cartonnette': 30045665}", None, None, None, None, '4325676'), ('4302', '30045650', '1402922661', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922658', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922654', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922640', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922638', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922636', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922634', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922632', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922631', None, None, None, None, None, '4325676')] time used for this insertion : 0.015681982040405273 save_final save missing photos in datou_result : time spend for datou_step_exec : 0.5203676223754883 time spend to save output : 0.015972137451171875 total time spend for step 1 : 0.5363397598266602 step2:final Thu Jan 8 06:30:57 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec 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 (30045650) 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 30045650 : SELECT photo_id, hashtag_id, ratio from MTRPhoto.photo_carac_ratio where hashtag_type = 3726 and photo_id in (1402922231,1402922230,1402922229,1402922254,1402922252,1402922248,1402922247,1402922245,1402922244,1402922280,1402922277,1402922274,1402922271,1402922269,1402922267,1402922296,1402922294,1402922293,1402922332,1402922330,1402922326,1402922323,1402922322,1402922319,1402922365,1402922363,1402922360,1402922357,1402922356,1402922352,1402922387,1402922440,1402922385,1402922439,1402922381,1402922438,1402922434,1402922432,1402922430,1402922428,1402922427,1402922425,1402922458,1402922456,1402922454,1402922452,1402922451,1402922500,1402922497,1402922489,1402922481,1402922534,1402922531,1402922529,1402922527,1402922525,1402922518,1402922568,1402922566,1402922562,1402922560,1402922558,1402922583,1402922550,1402922580,1402922578,1402922576,1402922640,1402922638,1402922636,1402922634,1402922632,1402922631,1402922661,1402922658,1402922654); 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([30045650]) Inside saveOutput : final : False verbose : True original output for save of step final : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} new output for save of step final : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631] map_info['map_portfolio_photo'] : {30045650: [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631, 1402922583, 1402922580, 1402922578, 1402922576, 1402922568, 1402922566, 1402922562, 1402922560, 1402922558, 1402922550, 1402922534, 1402922531, 1402922529, 1402922527, 1402922525, 1402922518, 1402922500, 1402922497, 1402922489, 1402922481, 1402922458, 1402922456, 1402922454, 1402922452, 1402922451, 1402922440, 1402922439, 1402922438, 1402922434, 1402922432, 1402922430, 1402922428, 1402922427, 1402922425, 1402922387, 1402922385, 1402922381, 1402922365, 1402922363, 1402922360, 1402922357, 1402922356, 1402922352, 1402922332, 1402922330, 1402922326, 1402922323, 1402922322, 1402922319, 1402922296, 1402922294, 1402922293, 1402922280, 1402922277, 1402922274, 1402922271, 1402922269, 1402922267, 1402922254, 1402922252, 1402922248, 1402922247, 1402922245, 1402922244, 1402922231, 1402922230, 1402922229]} final : False mtd_id 4302 list_pids : [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631] Looping around the photos to save general results len do output : 9 /1402922661.Didn't retrieve data . /1402922658.Didn't retrieve data . /1402922654.Didn't retrieve data . /1402922640.Didn't retrieve data . /1402922638.Didn't retrieve data . /1402922636.Didn't retrieve data . /1402922634.Didn't retrieve data . /1402922632.Didn't retrieve data . /1402922631.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, '4325676') ('4302', '30045650', '1402922661', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922658', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922654', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922640', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922638', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922636', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922634', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922632', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922631', None, None, None, None, None, '4325676') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 27 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', '30045650', '1402922661', '0.05225665808447264', None, None, None, None, '4325676'), ('4302', '30045650', '1402922658', '0.05225665808447264', None, None, None, None, '4325676'), ('4302', '30045650', '1402922654', '0.05225665808447264', None, None, None, None, '4325676'), ('4302', '30045650', '1402922640', '0.05225665808447264', None, None, None, None, '4325676'), ('4302', '30045650', '1402922638', '0.05225665808447264', None, None, None, None, '4325676'), ('4302', '30045650', '1402922636', '0.05225665808447264', None, None, None, None, '4325676'), ('4302', '30045650', '1402922634', '0.05225665808447264', None, None, None, None, '4325676'), ('4302', '30045650', '1402922632', '0.05225665808447264', None, None, None, None, '4325676'), ('4302', '30045650', '1402922631', '0.05225665808447264', None, None, None, None, '4325676')] time used for this insertion : 0.01667499542236328 save_final save missing photos in datou_result : time spend for datou_step_exec : 0.07683825492858887 time spend to save output : 0.01713705062866211 total time spend for step 2 : 0.09397530555725098 step3:velours_tree Thu Jan 8 06:30:58 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec 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 : {30045650: [{'autre_refus': 30045654, 'papier': 30045655, 'Carton_brun': 30045656, 'plastique': 30045657, 'flou': 30045658, 'Carton_gris': 30045659, 'metal': 30045660, 'kraft': 30045661, 'environnement': 30045662, 'Teint_Dans_La_Masse': 30045663, 'mal_croppe': 30045664, 'cartonnette': 30045665}]} input_args_next_step : {30045650: ()} output_args : {30045650: [{'autre_refus': 30045654, 'papier': 30045655, 'Carton_brun': 30045656, 'plastique': 30045657, 'flou': 30045658, 'Carton_gris': 30045659, 'metal': 30045660, 'kraft': 30045661, 'environnement': 30045662, 'Teint_Dans_La_Masse': 30045663, 'mal_croppe': 30045664, 'cartonnette': 30045665}]} args : 30045650 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': 30045654, 'papier': 30045655, 'Carton_brun': 30045656, 'plastique': 30045657, 'flou': 30045658, 'Carton_gris': 30045659, 'metal': 30045660, 'kraft': 30045661, 'environnement': 30045662, 'Teint_Dans_La_Masse': 30045663, 'mal_croppe': 30045664, 'cartonnette': 30045665},) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30045650) 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([30045650]) Inside saveOutput : final : False verbose : True ouput is None No outpout to save, returning out of save general time spend for datou_step_exec : 0.2593419551849365 time spend to save output : 5.340576171875e-05 total time spend for step 3 : 0.2593953609466553 step4:send_mail_cod Thu Jan 8 06:30:58 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec 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 : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} input_args_next_step : {1402922661: ()} output_args : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} args : 1402922661 depend.output_id : 0 input_args_next_step : {1402922661: ('0.05225665808447264',), 1402922658: ()} output_args : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} args : 1402922658 depend.output_id : 0 input_args_next_step : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ()} output_args : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} args : 1402922654 depend.output_id : 0 input_args_next_step : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ()} output_args : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} args : 1402922640 depend.output_id : 0 input_args_next_step : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ()} output_args : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} args : 1402922638 depend.output_id : 0 input_args_next_step : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ()} output_args : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} args : 1402922636 depend.output_id : 0 input_args_next_step : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ()} output_args : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} args : 1402922634 depend.output_id : 0 input_args_next_step : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ()} output_args : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} args : 1402922632 depend.output_id : 0 input_args_next_step : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ()} output_args : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',)} args : 1402922631 depend.output_id : 0 Inconsistent number of input and output, step which parrallelize and manage error in input by avoiding sending an output for this data can't be used in tree dependencies of input and output complete output_args for input 3 : {30045650: [{'autre_refus': 30045654, 'papier': 30045655, 'Carton_brun': 30045656, 'plastique': 30045657, 'flou': 30045658, 'Carton_gris': 30045659, 'metal': 30045660, 'kraft': 30045661, 'environnement': 30045662, 'Teint_Dans_La_Masse': 30045663, 'mal_croppe': 30045664, 'cartonnette': 30045665}]} input_args_next_step : {1402922661: ('0.05225665808447264',), 1402922658: ('0.05225665808447264',), 1402922654: ('0.05225665808447264',), 1402922640: ('0.05225665808447264',), 1402922638: ('0.05225665808447264',), 1402922636: ('0.05225665808447264',), 1402922634: ('0.05225665808447264',), 1402922632: ('0.05225665808447264',), 1402922631: ('0.05225665808447264',), 30045650: ()} output_args : {30045650: [{'autre_refus': 30045654, 'papier': 30045655, 'Carton_brun': 30045656, 'plastique': 30045657, 'flou': 30045658, 'Carton_gris': 30045659, 'metal': 30045660, 'kraft': 30045661, 'environnement': 30045662, 'Teint_Dans_La_Masse': 30045663, 'mal_croppe': 30045664, 'cartonnette': 30045665}]} args : 30045650 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 :10, first value : ('0.05225665808447264',) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30045650) 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 (1402922661,1402922658,1402922654,1402922640,1402922638,1402922636,1402922634,1402922632,1402922631) Found this number of photos: 9 ##### Call download_photos : nb_thread : 5 begin to download photo : 1402922631 begin to download photo : 1402922634 begin to download photo : 1402922638 begin to download photo : 1402922654 begin to download photo : 1402922661 download finish for photo 1402922634 begin to download photo : 1402922636 download finish for photo 1402922661 download finish for photo 1402922654 begin to download photo : 1402922658 download finish for photo 1402922638 begin to download photo : 1402922640 download finish for photo 1402922631 begin to download photo : 1402922632 download finish for photo 1402922636 download finish for photo 1402922658 download finish for photo 1402922632 download finish for photo 1402922640 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 : 9 ; length of list_pids : 9 ; length of list_args : 9 results_Auto_P30045650_08-01-2026_06_30_58.pdf 30045654 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=30045654 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922341: '1767849627_1844780_1402922247_a94e2d08001d8f396af29ada7de9e502_rle_crop_4093639717_0.png', 1402922444: '1767849806_1856745_1402922277_abbdfb695cef3608e0bbfddb6c52ecbb_rle_crop_4093640655_0.png', 1402922445: '1767849806_1856745_1402922269_cb89f4aee189470b3c33c43b658e4bf4_rle_crop_4093640699_0.png', 1402922547: '1767849988_1865764_1402922432_86daed194d091a62dc411f3d62a8a1ca_rle_crop_4093641591_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/c2be23c07375884311489abed26bddfb_12783382.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/999f9a1eea97c9fcff31eb0281155073_48855458.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/efa632c8270920d2354a79a94c3c6891_29796518.png change filename to text .imagette300456541767850258/ imagette300456541767850258/1767849988_1865764_1402922432_86daed194d091a62dc411f3d62a8a1ca_rle_crop_4093641591_0.png.png imagette300456541767850258/1767849806_1856745_1402922269_cb89f4aee189470b3c33c43b658e4bf4_rle_crop_4093640699_0.png.png imagette300456541767850258/1767849806_1856745_1402922277_abbdfb695cef3608e0bbfddb6c52ecbb_rle_crop_4093640655_0.png.png imagette300456541767850258/1767849627_1844780_1402922247_a94e2d08001d8f396af29ada7de9e502_rle_crop_4093639717_0.png.png wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/e161201c16fa6f613680306bf404f6e6_37504977.png imagette300456541767850258 30045657 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=30045657 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922354: '1767849627_1844780_1402922252_454c0e099a59359edb25124d37891e25_rle_crop_4093639692_0.png', 1402922490: '1767849867_1859376_1402922326_7eacef37af78c7777636f26e4c3d58d9_rle_crop_4093641016_0.png', 1402922491: '1767849867_1859376_1402922326_7eacef37af78c7777636f26e4c3d58d9_rle_crop_4093641019_0.png', 1402922492: '1767849867_1859376_1402922323_ca5ef597d9de91cb617611303944077c_rle_crop_4093641034_0.png', 1402922493: '1767849867_1859376_1402922322_93d2bd55d44d8ee46c0fdf5d4658fab4_rle_crop_4093641054_0.png', 1402922494: '1767849867_1859376_1402922322_93d2bd55d44d8ee46c0fdf5d4658fab4_rle_crop_4093641058_0.png', 1402922495: '1767849867_1859376_1402922319_e8a8e2c1a954b515d0cbfe987cef3551_rle_crop_4093641071_0.png', 1402922556: '1767849988_1865764_1402922432_86daed194d091a62dc411f3d62a8a1ca_rle_crop_4093641592_0.png', 1402922557: '1767849988_1865764_1402922430_458eb6620a68b8886b7e8958d72081b4_rle_crop_4093641608_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/9d795806c618514556be71afd60ec0cf_5190207.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/425565eb62c99580fa5f7cf2eced930c_96654368.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/dfc792a254b300b20225e1de6a33ff02_75569312.png change filename to text .wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/bd88e2883b03d749542319f2cb8b1f54_46389433.png change filename to text .wget -O 5.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/91ca3b343daf2efecc56927cc7994d98_67172926.png change filename to text .wget -O 6.png 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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=30045658 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette300456581767850259 30045660 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=30045660 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette300456601767850259 30045661 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=30045661 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922523: '1767849927_1862189_1402922360_7db69a5c957c92cf35e790126169e4ed_rle_crop_4093641342_0.png', 1402922524: 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imagette300456651767850259/1767849927_1862189_1402922360_7db69a5c957c92cf35e790126169e4ed_rle_crop_4093641334_0.png.png imagette300456651767850259/1767849927_1862189_1402922356_de72bc94153e8b8e96114a1c84d36148_rle_crop_4093641379_0.png.png imagette300456651767850259/1767849927_1862189_1402922357_84d871a87da8ada01768cacc04157b49_rle_crop_4093641360_0.png.png wget -O 14.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/b63e9dec462afb02e7cb1fb9ec72fd00_70731576.png imagette300456651767850259 30045656 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=30045656 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922348: '1767849627_1844780_1402922252_454c0e099a59359edb25124d37891e25_rle_crop_4093639693_0.png', 1402922349: 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imagette300456561767850261/1767849627_1844780_1402922244_087a5a9f8302e9e6544ec3ec1ee1497b_rle_crop_4093639745_0.png.png imagette300456561767850261/1767849988_1865764_1402922432_86daed194d091a62dc411f3d62a8a1ca_rle_crop_4093641587_0.png.png imagette300456561767850261/1767849867_1859376_1402922319_e8a8e2c1a954b515d0cbfe987cef3551_rle_crop_4093641067_0.png.png imagette300456561767850261/1767849927_1862189_1402922356_de72bc94153e8b8e96114a1c84d36148_rle_crop_4093641382_0.png.png imagette300456561767850261/1767849627_1844780_1402922248_0e37b0a4f327f3bfbee86827f9406d1d_rle_crop_4093639703_0.png.png imagette300456561767850261/1767849927_1862189_1402922357_84d871a87da8ada01768cacc04157b49_rle_crop_4093641365_0.png.png imagette300456561767850261/1767849627_1844780_1402922248_0e37b0a4f327f3bfbee86827f9406d1d_rle_crop_4093639709_0.png.png imagette300456561767850261/1767849988_1865764_1402922430_458eb6620a68b8886b7e8958d72081b4_rle_crop_4093641603_0.png.png imagette300456561767850261/1767849627_1844780_1402922252_454c0e099a59359edb25124d37891e25_rle_crop_4093639693_0.png.png imagette300456561767850261/1767849867_1859376_1402922330_d4ad322f821b33cf339c56cfd97149b1_rle_crop_4093640990_0.png.png imagette300456561767850261/1767849988_1865764_1402922427_1d022990fe135a764ba6492dcbef3964_rle_crop_4093641642_0.png.png imagette300456561767850261/1767849927_1862189_1402922356_de72bc94153e8b8e96114a1c84d36148_rle_crop_4093641387_0.png.png imagette300456561767850261/1767849927_1862189_1402922357_84d871a87da8ada01768cacc04157b49_rle_crop_4093641363_0.png.png imagette300456561767850261/1767849867_1859376_1402922326_7eacef37af78c7777636f26e4c3d58d9_rle_crop_4093641014_0.png.png wget -O 14.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/a99d39db9e17479244ba8e12ea0247c3_33516746.png imagette300456561767850261 30045659 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=30045659 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922446: '1767849806_1856745_1402922274_492e7c4b1c07615d2c25b6e766c94d3e_rle_crop_4093640670_0.png', 1402922447: '1767849806_1856745_1402922267_edd4d194cb27e6171f6fe904985e8985_rle_crop_4093640716_0.png', 1402922477: '1767849867_1859376_1402922326_7eacef37af78c7777636f26e4c3d58d9_rle_crop_4093641009_0.png', 1402922478: '1767849867_1859376_1402922326_7eacef37af78c7777636f26e4c3d58d9_rle_crop_4093641017_0.png', 1402922479: '1767849867_1859376_1402922319_e8a8e2c1a954b515d0cbfe987cef3551_rle_crop_4093641069_0.png', 1402922480: '1767849867_1859376_1402922319_e8a8e2c1a954b515d0cbfe987cef3551_rle_crop_4093641064_0.png', 1402922512: '1767849927_1862189_1402922360_7db69a5c957c92cf35e790126169e4ed_rle_crop_4093641345_0.png', 1402922548: '1767849988_1865764_1402922430_458eb6620a68b8886b7e8958d72081b4_rle_crop_4093641599_0.png', 1402922549: '1767849988_1865764_1402922428_c3e9bcec31508f093193ce72f8068be2_rle_crop_4093641621_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/519d3083b92b44fbbcf533745bac6eaa_36024958.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/646c9435f26cdc759357427513423dda_84043526.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/5593f1b07d9391bbb59ac92e9edaafaf_28247160.png change filename to text .wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/b43a3fbb1a99bf251c428619e2f65e22_64290504.png change filename to text .wget -O 5.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/353c1ef4531053f8f970b36f9f93022d_37067002.png change filename to text .wget -O 6.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/59e9be327e4711559f6e688d1cf69549_88404058.png change filename to text .wget -O 7.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/bb9da4343da899954ba3a26cabc4be79_43599679.png change filename to text .wget -O 8.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/5c5abd67344c80d4223f4413e3651f6a_47405000.png change filename to text .imagette300456591767850262/ imagette300456591767850262/1767849988_1865764_1402922430_458eb6620a68b8886b7e8958d72081b4_rle_crop_4093641599_0.png.png imagette300456591767850262/1767849806_1856745_1402922274_492e7c4b1c07615d2c25b6e766c94d3e_rle_crop_4093640670_0.png.png imagette300456591767850262/1767849867_1859376_1402922319_e8a8e2c1a954b515d0cbfe987cef3551_rle_crop_4093641064_0.png.png imagette300456591767850262/1767849867_1859376_1402922319_e8a8e2c1a954b515d0cbfe987cef3551_rle_crop_4093641069_0.png.png imagette300456591767850262/1767849806_1856745_1402922267_edd4d194cb27e6171f6fe904985e8985_rle_crop_4093640716_0.png.png imagette300456591767850262/1767849867_1859376_1402922326_7eacef37af78c7777636f26e4c3d58d9_rle_crop_4093641017_0.png.png imagette300456591767850262/1767849927_1862189_1402922360_7db69a5c957c92cf35e790126169e4ed_rle_crop_4093641345_0.png.png imagette300456591767850262/1767849988_1865764_1402922428_c3e9bcec31508f093193ce72f8068be2_rle_crop_4093641621_0.png.png imagette300456591767850262/1767849867_1859376_1402922326_7eacef37af78c7777636f26e4c3d58d9_rle_crop_4093641009_0.png.png wget -O 9.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/f8f43ca14d9c0403c8edbd2e488208cc_51553020.png imagette300456591767850262 30045663 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=30045663 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {1402922475: '1767849867_1859376_1402922323_ca5ef597d9de91cb617611303944077c_rle_crop_4093641033_0.png', 1402922546: '1767849988_1865764_1402922425_f82c48532055a79d0f0f0c485c7ac3a1_rle_crop_4093641664_0.png', 1402922545: '1767849988_1865764_1402922425_f82c48532055a79d0f0f0c485c7ac3a1_rle_crop_4093641661_0.png', 1402922544: '1767849988_1865764_1402922428_c3e9bcec31508f093193ce72f8068be2_rle_crop_4093641629_0.png', 1402922543: '1767849988_1865764_1402922428_c3e9bcec31508f093193ce72f8068be2_rle_crop_4093641624_0.png', 1402922542: '1767849988_1865764_1402922430_458eb6620a68b8886b7e8958d72081b4_rle_crop_4093641605_0.png', 1402922511: '1767849927_1862189_1402922356_de72bc94153e8b8e96114a1c84d36148_rle_crop_4093641386_0.png', 1402922510: '1767849927_1862189_1402922357_84d871a87da8ada01768cacc04157b49_rle_crop_4093641362_0.png', 1402922476: '1767849867_1859376_1402922322_93d2bd55d44d8ee46c0fdf5d4658fab4_rle_crop_4093641049_0.png', 1402922339: '1767849627_1844780_1402922244_087a5a9f8302e9e6544ec3ec1ee1497b_rle_crop_4093639747_0.png', 1402922474: '1767849867_1859376_1402922323_ca5ef597d9de91cb617611303944077c_rle_crop_4093641036_0.png', 1402922473: '1767849867_1859376_1402922326_7eacef37af78c7777636f26e4c3d58d9_rle_crop_4093641011_0.png', 1402922472: '1767849867_1859376_1402922330_d4ad322f821b33cf339c56cfd97149b1_rle_crop_4093640991_0.png', 1402922471: '1767849867_1859376_1402922365_2890e271ade41eb6c1c0449ed3200f69_rle_crop_4093640970_0.png', 1402922443: '1767849806_1856745_1402922267_edd4d194cb27e6171f6fe904985e8985_rle_crop_4093640718_0.png', 1402922442: '1767849806_1856745_1402922269_cb89f4aee189470b3c33c43b658e4bf4_rle_crop_4093640705_0.png', 1402922340: '1767849627_1844780_1402922244_087a5a9f8302e9e6544ec3ec1ee1497b_rle_crop_4093639746_0.png'} change filename to text .wget -O 1.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/28a76965181dafe4b2b5c4dd1d5f302e_48209377.png change filename to text .wget -O 2.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/cba3d88984cdbfa3aafc6e17a5f27064_49071939.png change filename to text .wget -O 3.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/57a25307fc612bbf8a2a33806caca54b_76755531.png change filename to text .wget -O 4.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/c4e1f39a6d2510579663c3726667cf31_78394448.png change filename to text .wget -O 5.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/a8f5785374e6789a2755884e94277165_18616249.png change filename to text .wget -O 6.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/fc0d53959f6ff1c6bc46cedf244a8725_81938592.png change filename to text .wget -O 7.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/c77ac508c5553ad1efd32b7a4f0f8a61_13993711.png change filename to text .wget -O 8.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/32b0ff29b28a0b4e2c3d9e364578317e_14980874.png change filename to text .wget -O 9.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/25517c2ef02e18bdd0795d29d979a52a_98332600.png change filename to text .wget -O 10.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/12183ce518e2032e18bc19c602134914_85662486.png change filename to text .wget -O 11.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/21e4356719806a850551c96fb622dcb6_60328449.png change filename to text .wget -O 12.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/c36fdf0faada084e3c0fde9c26fc910e_93167943.png change filename to text .wget -O 13.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/d4c5d828cfc602e89c5a45917ca53e26_84151571.png change filename to text .wget -O 14.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/cdbfe9209c897d0b81e04faecc4e7f41_74354864.png change filename to text .wget -O 15.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/c32147592a5f1dd01e8164b309f6f51e_69606177.png change filename to text .wget -O 16.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/9856f94d604771571d3aa7cf16fc1a69_45054831.png change filename to text .imagette300456631767850263/ imagette300456631767850263/1767849867_1859376_1402922323_ca5ef597d9de91cb617611303944077c_rle_crop_4093641033_0.png.png imagette300456631767850263/1767849806_1856745_1402922269_cb89f4aee189470b3c33c43b658e4bf4_rle_crop_4093640705_0.png.png imagette300456631767850263/1767849867_1859376_1402922323_ca5ef597d9de91cb617611303944077c_rle_crop_4093641036_0.png.png imagette300456631767850263/1767849627_1844780_1402922244_087a5a9f8302e9e6544ec3ec1ee1497b_rle_crop_4093639747_0.png.png imagette300456631767850263/1767849988_1865764_1402922425_f82c48532055a79d0f0f0c485c7ac3a1_rle_crop_4093641661_0.png.png imagette300456631767850263/1767849927_1862189_1402922356_de72bc94153e8b8e96114a1c84d36148_rle_crop_4093641386_0.png.png imagette300456631767850263/1767849988_1865764_1402922425_f82c48532055a79d0f0f0c485c7ac3a1_rle_crop_4093641664_0.png.png imagette300456631767850263/1767849927_1862189_1402922357_84d871a87da8ada01768cacc04157b49_rle_crop_4093641362_0.png.png imagette300456631767850263/1767849867_1859376_1402922330_d4ad322f821b33cf339c56cfd97149b1_rle_crop_4093640991_0.png.png imagette300456631767850263/1767849867_1859376_1402922322_93d2bd55d44d8ee46c0fdf5d4658fab4_rle_crop_4093641049_0.png.png imagette300456631767850263/1767849867_1859376_1402922326_7eacef37af78c7777636f26e4c3d58d9_rle_crop_4093641011_0.png.png imagette300456631767850263/1767849988_1865764_1402922430_458eb6620a68b8886b7e8958d72081b4_rle_crop_4093641605_0.png.png imagette300456631767850263/1767849988_1865764_1402922428_c3e9bcec31508f093193ce72f8068be2_rle_crop_4093641624_0.png.png imagette300456631767850263/1767849867_1859376_1402922365_2890e271ade41eb6c1c0449ed3200f69_rle_crop_4093640970_0.png.png imagette300456631767850263/1767849627_1844780_1402922244_087a5a9f8302e9e6544ec3ec1ee1497b_rle_crop_4093639746_0.png.png imagette300456631767850263/1767849988_1865764_1402922428_c3e9bcec31508f093193ce72f8068be2_rle_crop_4093641629_0.png.png imagette300456631767850263/1767849806_1856745_1402922267_edd4d194cb27e6171f6fe904985e8985_rle_crop_4093640718_0.png.png wget -O 17.png http://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/068d61267267482a7094d22602f0f06d_60355352.png imagette300456631767850263 SELECT h.hashtag,pcr.value FROM MTRUser.portfolio_carac_ratio pcr, MTRBack.hashtags h where pcr.portfolio_id=30045650 and hashtag_type = 3726 and pcr.hashtag_id = h.hashtag_id; velour_link : https://marlene.fotonower.com/velours/30045666,30045667,30045668,30045669,30045670,30045671,30045672,30045673,30045674,30045675,30045676,30045677?tags=autre_refus,papier,Carton_brun,plastique,flou,Carton_gris,metal,kraft,environnement,Teint_Dans_La_Masse,mal_croppe,cartonnette your option no_mail is active, we will not send the real mail to your client args[1402922661] : ('0.05225665808447264',) no score found for photo 1402922661 We are sending mail with results at report@fotonower.com args[1402922658] : ('0.05225665808447264',) no score found for photo 1402922658 We are sending mail with results at report@fotonower.com args[1402922654] : ('0.05225665808447264',) no score found for photo 1402922654 We are sending mail with results at report@fotonower.com args[1402922640] : ('0.05225665808447264',) no score found for photo 1402922640 We are sending mail with results at report@fotonower.com args[1402922638] : ('0.05225665808447264',) no score found for photo 1402922638 We are sending mail with results at report@fotonower.com args[1402922636] : ('0.05225665808447264',) no score found for photo 1402922636 We are sending mail with results at report@fotonower.com args[1402922634] : ('0.05225665808447264',) no score found for photo 1402922634 We are sending mail with results at report@fotonower.com args[1402922632] : ('0.05225665808447264',) no score found for photo 1402922632 We are sending mail with results at report@fotonower.com args[1402922631] : ('0.05225665808447264',) no score found for photo 1402922631 We are sending mail with results at report@fotonower.com refus_total : 0.05225665808447264 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=30045650 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_P30045650_08-01-2026_06_30_58.pdf results_Auto_P30045650_08-01-2026_06_30_58.pdf uploaded to url https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045650_08-01-2026_06_30_58.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','30045650','results_Auto_P30045650_08-01-2026_06_30_58.pdf','https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30045650_08-01-2026_06_30_58.pdf','pdf','','0.3','0.05225665808447264') After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([30045650]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : send_mail_cod we use saveGeneral [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631] map_info['map_portfolio_photo'] : {30045650: [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631, 1402922583, 1402922580, 1402922578, 1402922576, 1402922568, 1402922566, 1402922562, 1402922560, 1402922558, 1402922550, 1402922534, 1402922531, 1402922529, 1402922527, 1402922525, 1402922518, 1402922500, 1402922497, 1402922489, 1402922481, 1402922458, 1402922456, 1402922454, 1402922452, 1402922451, 1402922440, 1402922439, 1402922438, 1402922434, 1402922432, 1402922430, 1402922428, 1402922427, 1402922425, 1402922387, 1402922385, 1402922381, 1402922365, 1402922363, 1402922360, 1402922357, 1402922356, 1402922352, 1402922332, 1402922330, 1402922326, 1402922323, 1402922322, 1402922319, 1402922296, 1402922294, 1402922293, 1402922280, 1402922277, 1402922274, 1402922271, 1402922269, 1402922267, 1402922254, 1402922252, 1402922248, 1402922247, 1402922245, 1402922244, 1402922231, 1402922230, 1402922229]} final : False mtd_id 4302 list_pids : [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631] 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, '4325676') ('4302', '30045650', '1402922661', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922658', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922654', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922640', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922638', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922636', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922634', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922632', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922631', None, None, None, None, None, '4325676') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 9 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', '30045650', '1402922661', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922658', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922654', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922640', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922638', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922636', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922634', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922632', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922631', None, None, None, None, None, '4325676')] time used for this insertion : 0.01665639877319336 save_final save missing photos in datou_result : time spend for datou_step_exec : 7.874672889709473 time spend to save output : 0.016946077346801758 total time spend for step 4 : 7.891618967056274 step5:split_time_score Thu Jan 8 06:31:06 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 : ['30045650'] 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 : [('30045650',)] After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (30045650) Here we display some param of map_info ! map_filenames : {} map_photo_id_path_extension : {1402922661: {'path': 'temp/1767850258_272405_1402922661_5b47839198a483a2154273544d7333a4.jpg', 'extension': 'jpg'}, 1402922634: {'path': 'temp/1767850258_272405_1402922634_67d20d9018ff527a149c302fde43f0f9.jpg', 'extension': 'jpg'}, 1402922636: {'path': 'temp/1767850258_272405_1402922636_f20a1cc41805d4bf3de961bb7e0ac150.jpg', 'extension': 'jpg'}, 1402922654: {'path': 'temp/1767850258_272405_1402922654_7be5eacf36ab6cffaeff0ae43d214b64.jpg', 'extension': 'jpg'}, 1402922658: {'path': 'temp/1767850258_272405_1402922658_5e32d67d3e4685150cb75d5fcd9b2ea3.jpg', 'extension': 'jpg'}, 1402922631: {'path': 'temp/1767850258_272405_1402922631_ad1fd5d83ba3f444bd8fc316e736474d.jpg', 'extension': 'jpg'}, 1402922632: {'path': 'temp/1767850258_272405_1402922632_9c2122336747a66c3e25c4f5651a2412.jpg', 'extension': 'jpg'}, 1402922638: {'path': 'temp/1767850258_272405_1402922638_931c77dde365f7efaf3c70389d6c5b6b.jpg', 'extension': 'jpg'}, 1402922640: {'path': 'temp/1767850258_272405_1402922640_4183e9ba4d2cd2102a9c731c64fa1931.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 = 30045650; (('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 = 30045650 group by h (('06', 76),) 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=30045650 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 (30045650) 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 (30045650) 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 30045650 Nombre de photos uploadées : 76 / 23040 (0%) 08012026 30045650 Nombre de photos taguées (types de déchets): 0 / 76 (0%) 08012026 30045650 Nombre de photos taguées (volume) : 0 / 76 (0%) [{'photo_id': 1402922231, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/71e5f30605006fa6554993499145024c.jpg', 'username': None, 'uploaded_at': 1767849367, 'text': 'image_08012026_06_15_05_10149.jpg'}, {'photo_id': 1402922230, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/0ef18ce28ddf51a27fc15117c34a5d49.jpg', 'username': None, 'uploaded_at': 1767849367, 'text': 'image_08012026_06_15_35_10132.jpg'}, {'photo_id': 1402922229, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/8e571a7988f6f01ed54e340628bfd7ad.jpg', 'username': None, 'uploaded_at': 1767849367, 'text': 'image_08012026_06_15_45_10134.jpg'}, {'photo_id': 1402922254, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2026/1/8/f7524edb0ea79012ff41b00d134b827a.jpg', 'username': None, 'uploaded_at': 1767849427, 'text': 'image_08012026_06_15_54_9123.jpg'}] 0 [] elapsed_time : load_data_split_time_score 1.1920928955078125e-06 elapsed_time : order_list_meta_photo_and_scores 3.5762786865234375e-06 ???????????????????????????????????????????????????????????????????????????? elapsed_time : fill_and_build_computed_from_old_data 0.0018041133880615234 INSERT INTO `MTRPhoto`.`dashboard_entry_day` (`dashboard_place_id`, `mtr_portfolio_id`, `date`) VALUES ( 10, 30045650, '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 0.27164626121520996 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': 2869744, 'mtr_portfolio_id': 30036903, 'dashboard_result_id': 19149176, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30036903_08-01-2026_00_18_58.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30036912, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30036913, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30036914, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30036915, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30036916, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30036917, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30036918, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30036919, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30036920, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30036921, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30036922, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30036923, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869744, 'mtr_portfolio_id': 30037586, 'dashboard_result_id': 19149177, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30037586_08-01-2026_00_32_59.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30037611, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 30037612, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 30037613, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30037614, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 30037615, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30037616, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 30037617, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30037618, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 30037619, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30037620, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 30037621, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30037622, 'pht': 3726}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869744, 'mtr_portfolio_id': 30038001, 'dashboard_result_id': 19149178, 'hashtag': '_______JRM', 'completion_json': "{'max_time_prod_two_photos': 0, 'url_report': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P30038001_08-01-2026_00_49_30.pdf', 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 30038042, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 30038043, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 30038044, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 30038045, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 30038046, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 30038047, 'pht': 3726}, 'papier': 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'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}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869744, 'mtr_portfolio_id': 30044344, 'dashboard_result_id': 19149191, '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_P30044344_08-01-2026_05_32_31.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}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869744, 'mtr_portfolio_id': 30044503, 'dashboard_result_id': 19149192, '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_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}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869744, 'mtr_portfolio_id': 30044839, 'dashboard_result_id': 19149193, '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_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}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869744, 'mtr_portfolio_id': 30045159, 'dashboard_result_id': 19149194, '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_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}}"}, {'dashboat_entry_day': 2862001, 'dashboard_run_id': 2869744, 'mtr_portfolio_id': 30045650, 'dashboard_result_id': 19149195, '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_P30045650_08-01-2026_06_29_01.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}}"}] 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 = 2869744 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 (19149176, 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 = 2869744 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 (19149177, 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 = 2869744 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 (19149178, 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 = 2869744 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 (19149179, 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 = 2869744 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 (19149180, 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 = 2869744 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 (19149181, 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 = 2869744 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 (19149182, 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 = 2869744 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 (19149183, 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 = 2869744 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 (19149184, 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 = 2869744 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 (19149185, 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 = 2869744 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 (19149186, 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 = 2869744 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 (19149187, 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 = 2869744 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 (19149188, 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 = 2869744 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 (19149189, 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 = 2869744 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 (19149190, 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 = 2869744 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 (19149191, 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 = 2869747 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 (19149192, 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 = 2869747 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 (19149193, 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 = 2869747 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 (19149194, 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, 30, 58), 'result': '0.05225665808447264', 'result_long': None, 'result_double': None}] Qualite : 0.05225665808447264 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_30_58.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_30_58.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 = 2869747 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 (19149195, 0.05225665808447264, "{'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_30_58.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 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) 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,), (1402893934,), (1402893936,), (1402893943,), (1402893944,), (1402893945,), (1402893946,), (1402893962,), (1402893963,), (1402893964,), (1402893965,), (1402893968,), (1402893970,), (1402893989,), (1402893990,), (1402893991,), (1402893992,), (1402894007,), (1402894009,), (1402894033,), (1402894035,), (1402894064,), (1402894065,), (1402894066,), (1402894067,), (1402894099,), (1402894101,), (1402894103,), (1402894200,), (1402894202,), (1402894261,), (1402894292,), (1402894192,), (1402894193,), (1402894195,), (1402894198,), (1402894331,), (1402894336,), (1402894337,), (1402894339,), (1402894342,), (1402894344,), (1402894389,), (1402894401,), (1402894402,), (1402894404,), (1402894407,), (1402894410,), (1402894423,), (1402894424,), (1402894425,), (1402894426,), (1402894427,), (1402894428,), (1402894430,), (1402894432,), (1402894443,), (1402894446,), (1402894449,), (1402894452,), (1402894455,), (1402894471,), (1402894473,), (1402894476,), (1402894481,), (1402894583,), (1402894635,), (1402894680,), (1402894723,), (1402894759,), (1402894796,), (1402895056,), (1402895087,), (1402895119,), (1402895152,), (1402895334,), (1402895335,), (1402895336,), (1402895652,), (1402895653,), (1402895655,), (1402895656,), (1402895686,), (1402895687,), (1402895688,), (1402895691,), (1402895811,), (1402895801,), (1402895804,), (1402895807,), (1402895854,), (1402895855,), (1402895856,), (1402895858,), (1402895869,), (1402895890,), (1402895923,), (1402895956,), (1402896029,), (1402896036,), (1402896040,), (1402896041,), (1402896044,), (1402896046,), (1402896057,), (1402896058,), (1402896060,), (1402896062,), (1402896077,), (1402896079,), (1402896097,), (1402896098,), (1402896281,), (1402896286,), (1402896298,), (1402896300,), (1402896303,), (1402896307,), (1402896310,), (1402896316,), (1402896317,), (1402896809,), (1402896856,), (1402899397,), (1402898574,), (1402899285,), (1402900077,), (1402900078,), (1402900598,), (1402900630,), (1402900808,), (1402900809,), (1402900816,), (1402900839,), (1402900841,), (1402900851,), (1402900852,), (1402900853,), (1402900854,), (1402900868,), (1402900869,), (1402900870,), (1402900880,), (1402900881,), (1402900882,), (1402900885,), (1402900888,), (1402900891,), (1402900900,), (1402900901,), (1402900902,), (1402900903,), (1402900905,), (1402900913,), (1402900914,), (1402900916,), (1402900943,), (1402900939,), (1402900940,), (1402900942,), (1402900951,), (1402900952,), (1402900953,), (1402900955,), (1402900982,), (1402900983,), (1402900984,), (1402900986,), (1402900989,), (1402900990,), (1402900996,), (1402901000,), (1402901002,), (1402901006,), (1402901029,), (1402901030,), (1402901031,), (1402901033,), (1402901041,), (1402901042,), (1402901043,), (1402901045,), (1402901061,), (1402901062,), (1402901064,), (1402901066,), (1402901069,), (1402901075,), (1402901076,), (1402901077,), (1402901079,), (1402901082,), (1402901084,), (1402901089,), (1402901096,), (1402901098,), (1402901100,), (1402901101,), (1402901104,), (1402901107,), (1402901117,), (1402901118,), (1402901120,), (1402901130,), (1402901131,), (1402901132,), (1402901134,), (1402901138,), (1402901140,), (1402901145,), (1402901146,), (1402901147,), (1402901149,), (1402901153,), (1402901164,), (1402901165,), (1402901166,), (1402901182,), (1402901186,), (1402901190,), (1402901194,), (1402901198,), (1402901200,), (1402901214,), (1402901206,), (1402901209,), (1402901212,), (1402901225,), (1402901226,), (1402901227,), (1402901229,), (1402901233,), (1402901236,), (1402901364,), (1402901462,), (1402901557,), (1402901653,), (1402901749,), (1402901773,), (1402901784,), (1402901829,), (1402901952,), (1402902009,), (1402902073,), (1402902254,), (1402902288,), (1402902322,), (1402902556,), (1402902557,), (1402902558,), (1402902560,), (1402902768,), (1402902799,), (1402902809,), (1402902822,), (1402902849,), (1402902852,), (1402902858,), (1402902860,), (1402902863,), (1402902864,), (1402902998,), (1402903033,), (1402903069,), (1402903494,), (1402903529,), (1402903562,), (1402903601,), (1402903634,), (1402903706,), (1402903708,), (1402903710,), (1402903824,), (1402903923,), (1402904035,), (1402904725,), (1402904726,), (1402904749,), (1402904861,), (1402904933,), (1402905233,), (1402905267,), (1402905301,), (1402905337,), (1402905377,), (1402905412,), (1402905568,), (1402905601,), (1402905634,), (1402905669,), (1402905812,), (1402905849,), (1402905883,), (1402905917,), (1402905955,), (1402906205,), (1402906225,), (1402906227,), (1402906228,), (1402906230,), (1402906231,), (1402906243,), (1402906245,), (1402906246,), (1402906248,), (1402906285,), (1402906650,), (1402906646,), (1402906647,), (1402906648,), (1402906828,), (1402906829,), (1402906831,), (1402906832,), (1402906834,), (1402906836,), (1402906846,), (1402906847,), (1402906848,), (1402906850,), (1402906852,), (1402906859,), (1402906860,), (1402906861,), (1402906862,), (1402906864,), (1402906865,), (1402906891,), (1402906892,), (1402906893,), (1402906895,), (1402906897,), (1402906905,), (1402906906,), (1402906907,), (1402906909,), (1402906912,), (1402906924,), (1402906925,), (1402906926,), (1402906928,), (1402906931,), (1402906937,), (1402906938,), (1402906939,), (1402906941,), (1402906943,), (1402906945,), (1402906948,), (1402906949,), (1402906950,), (1402906954,), (1402906955,), (1402907003,), (1402907004,), (1402907006,), (1402907008,), (1402907022,), (1402907023,), (1402907024,), (1402907026,), (1402907035,), (1402907037,), (1402907045,), (1402907046,), (1402907049,), (1402907050,), (1402907072,), (1402907073,), (1402907074,), (1402907076,), (1402907084,), (1402907085,), (1402907087,), (1402907088,), (1402907092,), (1402907113,), (1402907114,), (1402907116,), (1402907139,), (1402907136,), (1402907163,), (1402907164,), (1402907166,), (1402907167,), (1402907170,), (1402907171,), (1402907176,), (1402907177,), (1402907178,), (1402907180,), (1402907182,), (1402907184,), (1402907194,), (1402907211,), (1402907212,), (1402907246,), (1402907247,), (1402907248,), (1402907260,), (1402907276,), 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(1402922202,), (1402922204,), (1402922207,), (1402922233,), (1402922229,), (1402922230,), (1402922231,), (1402922244,), (1402922245,), (1402922247,), (1402922248,), (1402922252,), (1402922254,), (1402922267,), (1402922269,), (1402922271,), (1402922274,), (1402922277,), (1402922280,), (1402922293,), (1402922294,), (1402922296,), (1402922319,), (1402922322,), (1402922323,), (1402922326,), (1402922330,), (1402922332,), (1402922352,), (1402922356,), (1402922357,), (1402922360,), (1402922363,), (1402922365,), (1402922381,), (1402922385,), (1402922387,), (1402922425,), (1402922427,), (1402922428,), (1402922430,), (1402922432,), (1402922434,), (1402922438,), (1402922439,), (1402922440,), (1402922451,), (1402922452,), (1402922454,), (1402922456,), (1402922458,), (1402922481,), (1402922489,), (1402922497,), (1402922500,), (1402922518,), (1402922525,), (1402922527,), (1402922529,), (1402922531,), (1402922534,), (1402922550,), (1402922558,), (1402922560,), (1402922562,), (1402922566,), (1402922568,), (1402922576,), (1402922578,), (1402922580,), (1402922583,), (1402922631,), (1402922632,), (1402922634,), (1402922636,), (1402922638,), (1402922640,), (1402922654,), (1402922658,), (1402922661,)) NUMBER BATCH : 0 # DISPLAY ALL COLLECTED DATA : {'08012026': {'nb_upload': 76, 'nb_taggue_class': 0, 'nb_taggue_densite': 0}} After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([30045650]) Inside saveOutput : final : True verbose : True saveOutput not yet implemented for datou_step.type : split_time_score we use saveGeneral [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631] map_info['map_portfolio_photo'] : {30045650: [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631, 1402922583, 1402922580, 1402922578, 1402922576, 1402922568, 1402922566, 1402922562, 1402922560, 1402922558, 1402922550, 1402922534, 1402922531, 1402922529, 1402922527, 1402922525, 1402922518, 1402922500, 1402922497, 1402922489, 1402922481, 1402922458, 1402922456, 1402922454, 1402922452, 1402922451, 1402922440, 1402922439, 1402922438, 1402922434, 1402922432, 1402922430, 1402922428, 1402922427, 1402922425, 1402922387, 1402922385, 1402922381, 1402922365, 1402922363, 1402922360, 1402922357, 1402922356, 1402922352, 1402922332, 1402922330, 1402922326, 1402922323, 1402922322, 1402922319, 1402922296, 1402922294, 1402922293, 1402922280, 1402922277, 1402922274, 1402922271, 1402922269, 1402922267, 1402922254, 1402922252, 1402922248, 1402922247, 1402922245, 1402922244, 1402922231, 1402922230, 1402922229]} final : True mtd_id 4302 list_pids : [1402922661, 1402922658, 1402922654, 1402922640, 1402922638, 1402922636, 1402922634, 1402922632, 1402922631] Looping around the photos to save general results len do output : 1 /30045650Didn'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, '4325676') ('4302', '30045650', '1402922661', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922658', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922654', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922640', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922638', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922636', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922634', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922632', None, None, None, None, None, '4325676') ('4302', None, None, None, None, None, None, None, '4325676') ('4302', '30045650', '1402922631', None, None, None, None, None, '4325676') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 10 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, '30045650', 'None', None, None, None, None, '4325676'), ('4302', '30045650', '1402922661', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922658', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922654', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922640', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922638', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922636', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922634', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922632', None, None, None, None, None, '4325676'), ('4302', '30045650', '1402922631', None, None, None, None, None, '4325676')] time used for this insertion : 0.014889955520629883 save_final save missing photos in datou_result : time spend for datou_step_exec : 2.2697222232818604 time spend to save output : 0.015089750289916992 total time spend for step 5 : 2.2848119735717773 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 (4325676) 2.22user 2.43system 0:13.21elapsed 35%CPU (0avgtext+0avgdata 167312maxresident)k 0inputs+16904outputs (11major+79090minor)pagefaults 0swaps