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 : 632168 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 (4167436) updating current state to 1 UPDATE MTRPhoto.mtr_datou_current SET state=1, hostname='marlene' WHERE id in (4167436) SELECT count(*) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078005 AND hide_status = 0 list_input_json: [] Current got : datou_id : 4302, datou_cur_ids : ['4167436'] with mtr_portfolio_ids : ['29078005'] and first list_photo_ids : [] new path : /proc/632168/ Name: python3 Umask: 0002 State: R (running) Tgid: 632168 Ngid: 0 Pid: 632168 PPid: 632163 TracerPid: 0 Uid: 1006 1006 1006 1006 Gid: 1009 1009 1009 1009 FDSize: 64 Groups: 27 1009 1026 NStgid: 632168 NSpid: 632168 NSpgid: 631531 NSsid: 631531 VmPeak: 1113360 kB VmSize: 1113360 kB VmLck: 0 kB VmPin: 0 kB VmHWM: 103868 kB VmRSS: 103868 kB RssAnon: 66284 kB RssFile: 37584 kB RssShmem: 0 kB VmData: 872088 kB VmStk: 132 kB VmExe: 2644 kB VmLib: 130476 kB VmPTE: 572 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: 65 nonvoluntary_ctxt_switches: 209 {'Name': 'python3', 'Umask': '0002', 'State': 'R (running)', 'Tgid': '632168', 'Ngid': '0', 'Pid': '632168', 'PPid': '632163', 'TracerPid': '0', 'Uid': '1006,1006,1006,1006', 'Gid': '1009,1009,1009,1009', 'FDSize': '64', 'Groups': '27 1009 1026', 'NStgid': '632168', 'NSpid': '632168', 'NSpgid': '631531', 'NSsid': '631531', 'VmPeak': '1113360 kB', 'VmSize': '1113360 kB', 'VmLck': '0 kB', 'VmPin': '0 kB', 'VmHWM': '103868 kB', 'VmRSS': '103868 kB', 'RssAnon': '66284 kB', 'RssFile': '37584 kB', 'RssShmem': '0 kB', 'VmData': '872088 kB', 'VmStk': '132 kB', 'VmExe': '2644 kB', 'VmLib': '130476 kB', 'VmPTE': '572 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': '65', 'nonvoluntary_ctxt_switches': '209'} ('datou_batch_current', '632168', '1113360', '0', '1113360', '872088', '103868', b'', 'marlene', '4167436') 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 (29078005) 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 (4167436 ) ) 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 (29078005) AND hide_status = 0 ORDER by mtr_photo_id desc LIMIT 0, 200 list_result: [{'photo_id': 1397286979, 'portfolio_id': 29078005}, {'photo_id': 1397286964, 'portfolio_id': 29078005}, {'photo_id': 1397286962, 'portfolio_id': 29078005}, {'photo_id': 1397286959, 'portfolio_id': 29078005}, {'photo_id': 1397286956, 'portfolio_id': 29078005}, {'photo_id': 1397286953, 'portfolio_id': 29078005}, {'photo_id': 1397286866, 'portfolio_id': 29078005}, {'photo_id': 1397286863, 'portfolio_id': 29078005}, {'photo_id': 1397286860, 'portfolio_id': 29078005}, {'photo_id': 1397286858, 'portfolio_id': 29078005}, {'photo_id': 1397286849, 'portfolio_id': 29078005}, {'photo_id': 1397286845, 'portfolio_id': 29078005}, {'photo_id': 1397286838, 'portfolio_id': 29078005}, {'photo_id': 1397286834, 'portfolio_id': 29078005}, {'photo_id': 1397286820, 'portfolio_id': 29078005}, {'photo_id': 1397286816, 'portfolio_id': 29078005}, {'photo_id': 1397286813, 'portfolio_id': 29078005}, {'photo_id': 1397286810, 'portfolio_id': 29078005}, {'photo_id': 1397286807, 'portfolio_id': 29078005}, {'photo_id': 1397286805, 'portfolio_id': 29078005}, {'photo_id': 1397286784, 'portfolio_id': 29078005}, {'photo_id': 1397286782, 'portfolio_id': 29078005}, {'photo_id': 1397286780, 'portfolio_id': 29078005}, {'photo_id': 1397286777, 'portfolio_id': 29078005}, {'photo_id': 1397286764, 'portfolio_id': 29078005}, {'photo_id': 1397286762, 'portfolio_id': 29078005}, {'photo_id': 1397286759, 'portfolio_id': 29078005}, {'photo_id': 1397286755, 'portfolio_id': 29078005}, {'photo_id': 1397286751, 'portfolio_id': 29078005}, {'photo_id': 1397286746, 'portfolio_id': 29078005}, {'photo_id': 1397286699, 'portfolio_id': 29078005}, {'photo_id': 1397286698, 'portfolio_id': 29078005}, {'photo_id': 1397286697, 'portfolio_id': 29078005}, {'photo_id': 1397286696, 'portfolio_id': 29078005}, {'photo_id': 1397286686, 'portfolio_id': 29078005}, {'photo_id': 1397286682, 'portfolio_id': 29078005}, {'photo_id': 1397286678, 'portfolio_id': 29078005}, {'photo_id': 1397286675, 'portfolio_id': 29078005}, {'photo_id': 1397286673, 'portfolio_id': 29078005}, {'photo_id': 1397286671, 'portfolio_id': 29078005}, {'photo_id': 1397286660, 'portfolio_id': 29078005}, {'photo_id': 1397286649, 'portfolio_id': 29078005}, {'photo_id': 1397286646, 'portfolio_id': 29078005}, {'photo_id': 1397286643, 'portfolio_id': 29078005}, {'photo_id': 1397286609, 'portfolio_id': 29078005}, {'photo_id': 1397286578, 'portfolio_id': 29078005}, {'photo_id': 1397286576, 'portfolio_id': 29078005}, {'photo_id': 1397286573, 'portfolio_id': 29078005}, {'photo_id': 1397286571, 'portfolio_id': 29078005}, {'photo_id': 1397286552, 'portfolio_id': 29078005}, {'photo_id': 1397286551, 'portfolio_id': 29078005}, {'photo_id': 1397286497, 'portfolio_id': 29078005}, {'photo_id': 1397286494, 'portfolio_id': 29078005}, {'photo_id': 1397286491, 'portfolio_id': 29078005}, {'photo_id': 1397286488, 'portfolio_id': 29078005}, {'photo_id': 1397286486, 'portfolio_id': 29078005}, {'photo_id': 1397286464, 'portfolio_id': 29078005}, {'photo_id': 1397286463, 'portfolio_id': 29078005}, {'photo_id': 1397286461, 'portfolio_id': 29078005}] map_portfolio_id_photo_id: {29078005: [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953, 1397286866, 1397286863, 1397286860, 1397286858, 1397286849, 1397286845, 1397286838, 1397286834, 1397286820, 1397286816, 1397286813, 1397286810, 1397286807, 1397286805, 1397286784, 1397286782, 1397286780, 1397286777, 1397286764, 1397286762, 1397286759, 1397286755, 1397286751, 1397286746, 1397286699, 1397286698, 1397286697, 1397286696, 1397286686, 1397286682, 1397286678, 1397286675, 1397286673, 1397286671, 1397286660, 1397286649, 1397286646, 1397286643, 1397286609, 1397286578, 1397286576, 1397286573, 1397286571, 1397286552, 1397286551, 1397286497, 1397286494, 1397286491, 1397286488, 1397286486, 1397286464, 1397286463, 1397286461]} ##### 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 : 0.0201261043548584 #### 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 Tue Dec 2 08:06:28 2025 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 (29078005) 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 : 29078005 get user id for portfolio 29078005 get sub ptf for main ptf 29078005, type 3726 and hashtags ['autre_refus', 'environnement', 'mal_croppe', 'cartonnette', 'kraft', 'papier', 'plastique', 'metal', 'flou', 'Carton_gris', 'Teint_Dans_La_Masse', 'Carton_brun'] SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29078005 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','environnement','mal_croppe','cartonnette','kraft','papier','plastique','metal','flou','Carton_gris','Teint_Dans_La_Masse','Carton_brun')) AND mptpi.`min_score`=0.5 SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29078005 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','environnement','mal_croppe','cartonnette','kraft','papier','plastique','metal','flou','Carton_gris','Teint_Dans_La_Masse','Carton_brun')) AND mptpi.`min_score`=0.5 To do returned map {'Carton_brun': {'main_port_id': 29078005, 'sub_port_id': 29078006, 'hashtag': 'Carton_brun', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751124, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'kraft': {'main_port_id': 29078005, 'sub_port_id': 29078007, 'hashtag': 'kraft', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751125, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'papier': {'main_port_id': 29078005, 'sub_port_id': 29078008, 'hashtag': 'papier', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751126, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'flou': {'main_port_id': 29078005, 'sub_port_id': 29078009, 'hashtag': 'flou', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751127, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'autre_refus': {'main_port_id': 29078005, 'sub_port_id': 29078010, 'hashtag': 'autre_refus', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751128, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'Carton_gris': {'main_port_id': 29078005, 'sub_port_id': 29078011, 'hashtag': 'Carton_gris', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751129, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'metal': {'main_port_id': 29078005, 'sub_port_id': 29078012, 'hashtag': 'metal', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751130, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'Teint_Dans_La_Masse': {'main_port_id': 29078005, 'sub_port_id': 29078013, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751131, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'plastique': {'main_port_id': 29078005, 'sub_port_id': 29078014, 'hashtag': 'plastique', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751132, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'cartonnette': {'main_port_id': 29078005, 'sub_port_id': 29078015, 'hashtag': 'cartonnette', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751133, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'mal_croppe': {'main_port_id': 29078005, 'sub_port_id': 29078016, 'hashtag': 'mal_croppe', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751134, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}, 'environnement': {'main_port_id': 29078005, 'sub_port_id': 29078017, 'hashtag': 'environnement', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751135, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 27)}} insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078006 , 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=29078005 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 (29078006) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078007 , 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=29078005 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 (29078007) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078008 , 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=29078005 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 (29078008) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078009 , 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=29078005 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 (29078009) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078010 , 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=29078005 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 (29078010) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078011 , 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=29078005 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 (29078011) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078012 , 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=29078005 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 (29078012) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078013 , 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=29078005 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 (29078013) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078014 , 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=29078005 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 (29078014) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078015 , 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=29078005 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 (29078015) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078016 , 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=29078005 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 (29078016) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29078017 , 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=29078005 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 (29078017) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29078005) result : ((1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,)) select distinct(cspi.sub_photo_id) from MTRPhoto.crop_hashtag_ids chi, MTRPhoto.crop_sub_photo_ids cspi where chi.type=3726 and chi.photo_id in () and cspi.crop_hashtag_id = chi.id; Catched exception ! Connect or reconnect ! (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ')\n and cspi.crop_hashtag_id = chi.id' at line 3") To do ! Use context local managing function ! SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29078005 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','environnement','mal_croppe','cartonnette','kraft','papier','plastique','metal','flou','Carton_gris','Teint_Dans_La_Masse','Carton_brun')) AND mptpi.`min_score`=0.5 SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29078005 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','environnement','mal_croppe','cartonnette','kraft','papier','plastique','metal','flou','Carton_gris','Teint_Dans_La_Masse','Carton_brun')) AND mptpi.`min_score`=0.5 To do returned map {'Carton_brun': {'main_port_id': 29078005, 'sub_port_id': 29078018, 'hashtag': 'Carton_brun', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751136, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'kraft': {'main_port_id': 29078005, 'sub_port_id': 29078019, 'hashtag': 'kraft', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751137, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'papier': {'main_port_id': 29078005, 'sub_port_id': 29078020, 'hashtag': 'papier', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751138, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'flou': {'main_port_id': 29078005, 'sub_port_id': 29078021, 'hashtag': 'flou', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751139, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'autre_refus': {'main_port_id': 29078005, 'sub_port_id': 29078022, 'hashtag': 'autre_refus', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751140, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'Carton_gris': {'main_port_id': 29078005, 'sub_port_id': 29078024, 'hashtag': 'Carton_gris', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751141, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'metal': {'main_port_id': 29078005, 'sub_port_id': 29078025, 'hashtag': 'metal', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751142, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'Teint_Dans_La_Masse': {'main_port_id': 29078005, 'sub_port_id': 29078026, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751143, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'plastique': {'main_port_id': 29078005, 'sub_port_id': 29078027, 'hashtag': 'plastique', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751144, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'cartonnette': {'main_port_id': 29078005, 'sub_port_id': 29078028, 'hashtag': 'cartonnette', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751145, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'mal_croppe': {'main_port_id': 29078005, 'sub_port_id': 29078029, 'hashtag': 'mal_croppe', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751146, 'last_updated_at': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 7, 50, 29), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}, 'environnement': {'main_port_id': 29078005, 'sub_port_id': 29078030, 'hashtag': 'environnement', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 19751147, 'last_updated_at': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_desc': datetime.datetime(2025, 12, 2, 8, 3, 31), 'last_updated_at_asc': datetime.datetime(2025, 12, 2, 7, 50, 29)}} insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078018,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078006 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078019,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078007 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078020,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078008 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078021,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078009 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078022,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078010 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078024,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078011 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078025,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078012 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078026,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078013 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078027,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078014 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078028,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078015 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078029,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078016 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29078030,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29078017 lien utilise dans velours : https://marlene.fotonower.com/velours/29078018,29078019,29078020,29078021,29078022,29078024,29078025,29078026,29078027,29078028,29078029,29078030?tags=Carton_brun,kraft,papier,flou,autre_refus,Carton_gris,metal,Teint_Dans_La_Masse,plastique,cartonnette,mal_croppe,environnement After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29078005]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : ventilate_hashtags_in_portfolio we use saveGeneral [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953] map_info['map_portfolio_photo'] : {29078005: [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953, 1397286866, 1397286863, 1397286860, 1397286858, 1397286849, 1397286845, 1397286838, 1397286834, 1397286820, 1397286816, 1397286813, 1397286810, 1397286807, 1397286805, 1397286784, 1397286782, 1397286780, 1397286777, 1397286764, 1397286762, 1397286759, 1397286755, 1397286751, 1397286746, 1397286699, 1397286698, 1397286697, 1397286696, 1397286686, 1397286682, 1397286678, 1397286675, 1397286673, 1397286671, 1397286660, 1397286649, 1397286646, 1397286643, 1397286609, 1397286578, 1397286576, 1397286573, 1397286571, 1397286552, 1397286551, 1397286497, 1397286494, 1397286491, 1397286488, 1397286486, 1397286464, 1397286463, 1397286461]} final : False mtd_id 4302 list_pids : [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953] Looping around the photos to save general results len do output : 1 /29078005. 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, '4167436') ('4302', '29078005', '1397286979', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286964', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286962', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286959', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286956', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286953', None, None, None, None, None, '4167436') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 7 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, '29078005', "{'Carton_brun': 29078006, 'kraft': 29078007, 'papier': 29078008, 'flou': 29078009, 'autre_refus': 29078010, 'Carton_gris': 29078011, 'metal': 29078012, 'Teint_Dans_La_Masse': 29078013, 'plastique': 29078014, 'cartonnette': 29078015, 'mal_croppe': 29078016, 'environnement': 29078017}", None, None, None, None, '4167436'), ('4302', '29078005', '1397286979', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286964', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286962', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286959', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286956', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286953', None, None, None, None, None, '4167436')] time used for this insertion : 0.016753435134887695 save_final save missing photos in datou_result : time spend for datou_step_exec : 1.8770287036895752 time spend to save output : 0.017032384872436523 total time spend for step 1 : 1.8940610885620117 step2:final Tue Dec 2 08:06:29 2025 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 (29078005) 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 29078005 : SELECT photo_id, hashtag_id, ratio from MTRPhoto.photo_carac_ratio where hashtag_type = 3726 and photo_id in (1397286464,1397286497,1397286463,1397286494,1397286491,1397286461,1397286488,1397286486,1397286552,1397286551,1397286578,1397286576,1397286573,1397286571,1397286660,1397286649,1397286646,1397286643,1397286609,1397286686,1397286682,1397286678,1397286675,1397286673,1397286671,1397286699,1397286698,1397286697,1397286696,1397286764,1397286762,1397286759,1397286755,1397286751,1397286746,1397286849,1397286784,1397286782,1397286845,1397286780,1397286838,1397286834,1397286777,1397286820,1397286816,1397286813,1397286810,1397286807,1397286805,1397286866,1397286863,1397286860,1397286858,1397286964,1397286962,1397286959,1397286956,1397286953,1397286979); After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29078005]) Inside saveOutput : final : False verbose : True original output for save of step final : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ('0.0',)} new output for save of step final : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ('0.0',)} [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953] map_info['map_portfolio_photo'] : {29078005: [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953, 1397286866, 1397286863, 1397286860, 1397286858, 1397286849, 1397286845, 1397286838, 1397286834, 1397286820, 1397286816, 1397286813, 1397286810, 1397286807, 1397286805, 1397286784, 1397286782, 1397286780, 1397286777, 1397286764, 1397286762, 1397286759, 1397286755, 1397286751, 1397286746, 1397286699, 1397286698, 1397286697, 1397286696, 1397286686, 1397286682, 1397286678, 1397286675, 1397286673, 1397286671, 1397286660, 1397286649, 1397286646, 1397286643, 1397286609, 1397286578, 1397286576, 1397286573, 1397286571, 1397286552, 1397286551, 1397286497, 1397286494, 1397286491, 1397286488, 1397286486, 1397286464, 1397286463, 1397286461]} final : False mtd_id 4302 list_pids : [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953] Looping around the photos to save general results len do output : 6 /1397286979.Didn't retrieve data . /1397286964.Didn't retrieve data . /1397286962.Didn't retrieve data . /1397286959.Didn't retrieve data . /1397286956.Didn't retrieve data . /1397286953.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, '4167436') ('4302', '29078005', '1397286979', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286964', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286962', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286959', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286956', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286953', None, None, None, None, None, '4167436') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 18 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', '29078005', '1397286979', '0.0', None, None, None, None, '4167436'), ('4302', '29078005', '1397286964', '0.0', None, None, None, None, '4167436'), ('4302', '29078005', '1397286962', '0.0', None, None, None, None, '4167436'), ('4302', '29078005', '1397286959', '0.0', None, None, None, None, '4167436'), ('4302', '29078005', '1397286956', '0.0', None, None, None, None, '4167436'), ('4302', '29078005', '1397286953', '0.0', None, None, None, None, '4167436')] time used for this insertion : 0.017174482345581055 save_final save missing photos in datou_result : time spend for datou_step_exec : 0.06539106369018555 time spend to save output : 0.017577171325683594 total time spend for step 2 : 0.08296823501586914 step3:velours_tree Tue Dec 2 08:06:30 2025 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 : {29078005: [{'Carton_brun': 29078006, 'kraft': 29078007, 'papier': 29078008, 'flou': 29078009, 'autre_refus': 29078010, 'Carton_gris': 29078011, 'metal': 29078012, 'Teint_Dans_La_Masse': 29078013, 'plastique': 29078014, 'cartonnette': 29078015, 'mal_croppe': 29078016, 'environnement': 29078017}]} input_args_next_step : {29078005: ()} output_args : {29078005: [{'Carton_brun': 29078006, 'kraft': 29078007, 'papier': 29078008, 'flou': 29078009, 'autre_refus': 29078010, 'Carton_gris': 29078011, 'metal': 29078012, 'Teint_Dans_La_Masse': 29078013, 'plastique': 29078014, 'cartonnette': 29078015, 'mal_croppe': 29078016, 'environnement': 29078017}]} args : 29078005 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 : ({'Carton_brun': 29078006, 'kraft': 29078007, 'papier': 29078008, 'flou': 29078009, 'autre_refus': 29078010, 'Carton_gris': 29078011, 'metal': 29078012, 'Teint_Dans_La_Masse': 29078013, 'plastique': 29078014, 'cartonnette': 29078015, 'mal_croppe': 29078016, 'environnement': 29078017},) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29078005) 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([29078005]) Inside saveOutput : final : False verbose : True ouput is None No outpout to save, returning out of save general time spend for datou_step_exec : 0.2939143180847168 time spend to save output : 6.794929504394531e-05 total time spend for step 3 : 0.29398226737976074 step4:send_mail_cod Tue Dec 2 08:06:30 2025 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 : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ('0.0',)} input_args_next_step : {1397286979: ()} output_args : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ('0.0',)} args : 1397286979 depend.output_id : 0 input_args_next_step : {1397286979: ('0.0',), 1397286964: ()} output_args : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ('0.0',)} args : 1397286964 depend.output_id : 0 input_args_next_step : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ()} output_args : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ('0.0',)} args : 1397286962 depend.output_id : 0 input_args_next_step : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ()} output_args : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ('0.0',)} args : 1397286959 depend.output_id : 0 input_args_next_step : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ()} output_args : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ('0.0',)} args : 1397286956 depend.output_id : 0 input_args_next_step : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ()} output_args : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ('0.0',)} args : 1397286953 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 : {29078005: [{'Carton_brun': 29078006, 'kraft': 29078007, 'papier': 29078008, 'flou': 29078009, 'autre_refus': 29078010, 'Carton_gris': 29078011, 'metal': 29078012, 'Teint_Dans_La_Masse': 29078013, 'plastique': 29078014, 'cartonnette': 29078015, 'mal_croppe': 29078016, 'environnement': 29078017}]} input_args_next_step : {1397286979: ('0.0',), 1397286964: ('0.0',), 1397286962: ('0.0',), 1397286959: ('0.0',), 1397286956: ('0.0',), 1397286953: ('0.0',), 29078005: ()} output_args : {29078005: [{'Carton_brun': 29078006, 'kraft': 29078007, 'papier': 29078008, 'flou': 29078009, 'autre_refus': 29078010, 'Carton_gris': 29078011, 'metal': 29078012, 'Teint_Dans_La_Masse': 29078013, 'plastique': 29078014, 'cartonnette': 29078015, 'mal_croppe': 29078016, 'environnement': 29078017}]} args : 29078005 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 :7, first value : ('0.0',) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29078005) 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 (1397286979,1397286964,1397286962,1397286959,1397286956,1397286953) Found this number of photos: 6 ##### Call download_photos : nb_thread : 5 begin to download photo : 1397286953 begin to download photo : 1397286959 begin to download photo : 1397286964 download finish for photo 1397286964 begin to download photo : 1397286979 download finish for photo 1397286953 begin to download photo : 1397286956 download finish for photo 1397286959 begin to download photo : 1397286962 download finish for photo 1397286979 download finish for photo 1397286956 download finish for photo 1397286962 we have missing 0 photos in the step downloads : photo missing : [] try to delete the photos missing in DB ##### After download_photos imagette290780071764659190/ imagette290780091764659190/ imagette290780101764659190/ imagette290780121764659190/ imagette290780141764659190/ imagette290780151764659190/ imagette290780161764659190/ imagette290780061764659190/ imagette290780111764659190/ imagette290780131764659190/ length of list_filenames : 6 ; length of list_pids : 6 ; length of list_args : 6 results_Auto_P29078005_02-12-2025_08_06_30.pdf 29078007 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=29078007 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette290780071764659190 29078009 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=29078009 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette290780091764659190 29078010 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=29078010 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette290780101764659190 29078012 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=29078012 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette290780121764659190 29078014 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=29078014 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette290780141764659190 29078015 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=29078015 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette290780151764659190 29078016 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=29078016 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette290780161764659190 29078006 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=29078006 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette290780061764659190 29078011 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=29078011 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette290780111764659190 29078013 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=29078013 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette290780131764659190 SELECT h.hashtag,pcr.value FROM MTRUser.portfolio_carac_ratio pcr, MTRBack.hashtags h where pcr.portfolio_id=29078005 and hashtag_type = 3726 and pcr.hashtag_id = h.hashtag_id; velour_link : https://marlene.fotonower.com/velours/29078018,29078019,29078020,29078021,29078022,29078024,29078025,29078026,29078027,29078028,29078029,29078030?tags=Carton_brun,kraft,papier,flou,autre_refus,Carton_gris,metal,Teint_Dans_La_Masse,plastique,cartonnette,mal_croppe,environnement your option no_mail is active, we will not send the real mail to your client args[1397286979] : ('0.0',) no score found for photo 1397286979 We are sending mail with results at report@fotonower.com args[1397286964] : ('0.0',) no score found for photo 1397286964 We are sending mail with results at report@fotonower.com args[1397286962] : ('0.0',) no score found for photo 1397286962 We are sending mail with results at report@fotonower.com args[1397286959] : ('0.0',) no score found for photo 1397286959 We are sending mail with results at report@fotonower.com args[1397286956] : ('0.0',) no score found for photo 1397286956 We are sending mail with results at report@fotonower.com args[1397286953] : ('0.0',) no score found for photo 1397286953 We are sending mail with results at report@fotonower.com refus_total : 0.0 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=29078005 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_P29078005_02-12-2025_08_06_30.pdf results_Auto_P29078005_02-12-2025_08_06_30.pdf uploaded to url https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29078005_02-12-2025_08_06_30.pdf start insert file to database insert into MTRUser.mtr_files (mtd_id,mtr_portfolio_id,text,url,format,tags,file_size,value) values ('4302','29078005','results_Auto_P29078005_02-12-2025_08_06_30.pdf','https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29078005_02-12-2025_08_06_30.pdf','pdf','','0.07','0.0') After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29078005]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : send_mail_cod we use saveGeneral [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953] map_info['map_portfolio_photo'] : {29078005: [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953, 1397286866, 1397286863, 1397286860, 1397286858, 1397286849, 1397286845, 1397286838, 1397286834, 1397286820, 1397286816, 1397286813, 1397286810, 1397286807, 1397286805, 1397286784, 1397286782, 1397286780, 1397286777, 1397286764, 1397286762, 1397286759, 1397286755, 1397286751, 1397286746, 1397286699, 1397286698, 1397286697, 1397286696, 1397286686, 1397286682, 1397286678, 1397286675, 1397286673, 1397286671, 1397286660, 1397286649, 1397286646, 1397286643, 1397286609, 1397286578, 1397286576, 1397286573, 1397286571, 1397286552, 1397286551, 1397286497, 1397286494, 1397286491, 1397286488, 1397286486, 1397286464, 1397286463, 1397286461]} final : False mtd_id 4302 list_pids : [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953] 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, '4167436') ('4302', '29078005', '1397286979', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286964', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286962', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286959', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286956', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286953', None, None, None, None, None, '4167436') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 6 insert ignore into MTRPhoto.mtr_datou_result (mtd_id, mtr_portfolio_id,mtr_photo_id,result,result_long,result_double,hashtag_id,proba, mtr_current_id) values (%s,%s,%s,%s,%s,%s,%s,%s,%s) on duplicate key update mtr_portfolio_id = mtr_portfolio_id list_values : [('4302', '29078005', '1397286979', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286964', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286962', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286959', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286956', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286953', None, None, None, None, None, '4167436')] time used for this insertion : 0.014728307723999023 save_final save missing photos in datou_result : time spend for datou_step_exec : 1.4545087814331055 time spend to save output : 0.01500248908996582 total time spend for step 4 : 1.4695112705230713 step5:split_time_score Tue Dec 2 08:06:31 2025 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 : ['29078005'] 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 : [('29078005',)] After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29078005) Here we display some param of map_info ! map_filenames : {} map_photo_id_path_extension : {1397286964: {'path': 'temp/1764659190_632168_1397286964_d72eb3c8a5ef4216159ef31eaddf3d0b.jpg', 'extension': 'jpg'}, 1397286979: {'path': 'temp/1764659190_632168_1397286979_c39049d8089cb73c7b832c7df12a72ee.jpg', 'extension': 'jpg'}, 1397286953: {'path': 'temp/1764659190_632168_1397286953_e79afa6d735f4ef2dbc6a50e8a490796.jpg', 'extension': 'jpg'}, 1397286956: {'path': 'temp/1764659190_632168_1397286956_335305e7a7e5a9d9064a2f4a7d7c3f4a.jpg', 'extension': 'jpg'}, 1397286959: {'path': 'temp/1764659190_632168_1397286959_b406f6881f31b27dc50d5252ea42eba8.jpg', 'extension': 'jpg'}, 1397286962: {'path': 'temp/1764659190_632168_1397286962_eff09bca60cc5d30675387ecb7a7fe23.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 = 29078005; (('arc_en_ciel_jrm_live',),) 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 = 29078005 group by h (('07', 59),) 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=29078005 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 (29078005) 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 (29078005) AND cps.thcl in (758) order by cps.score desc LIMIT 0, 100000 ERROR counted https://github.com/fotonower/Velours/issues/663#issuecomment-421136223 {} 02122025 29078005 Nombre de photos uploadées : 59 / 23040 (0%) 02122025 29078005 Nombre de photos taguées (types de déchets): 0 / 59 (0%) 02122025 29078005 Nombre de photos taguées (volume) : 0 / 59 (0%) [{'photo_id': 1397286464, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/12/2/c054f726b555e296022e14ea10632c33.jpg', 'username': None, 'uploaded_at': 1764657967, 'text': 'image_02122025_07_45_04_10136.jpg'}, {'photo_id': 1397286497, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/12/2/40da189ac97515c6bbbead4f46a0b813.jpg', 'username': None, 'uploaded_at': 1764658032, 'text': 'image_02122025_07_45_04_10136.jpg'}, {'photo_id': 1397286463, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/12/2/8cf18da233d260064e4edbed3d91362f.jpg', 'username': None, 'uploaded_at': 1764657967, 'text': 'image_02122025_07_45_14_10136.jpg'}, {'photo_id': 1397286494, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/12/2/9fc2c6a979abdc7750f1636e98931c15.jpg', 'username': None, 'uploaded_at': 1764658032, 'text': 'image_02122025_07_45_14_10136.jpg'}] 0 [] elapsed_time : load_data_split_time_score 2.86102294921875e-06 elapsed_time : order_list_meta_photo_and_scores 9.775161743164062e-06 ??????????????????????????????????????????????????????????? elapsed_time : fill_and_build_computed_from_old_data 0.0027315616607666016 INSERT INTO `MTRPhoto`.`dashboard_entry_day` (`dashboard_place_id`, `mtr_portfolio_id`, `date`) VALUES ( 218, 29078005, '2025-12-02' ) ON DUPLICATE KEY UPDATE updated_at=NOW(); Catched exception ! Connect or reconnect ! INSERT INTO `MTRPhoto`.`dashboard_run_ids` (`dashboard_entry_day`, `mtr_user_id`, `misc_info`) VALUES (2675929,979,"{}"); Catched exception ! Connect or reconnect ! elapsed_time : insert_dashboard_record_day_entry 0.28685474395751953 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= 2675929 AND ded.last_run_id=dri.id AND dri.dashboard_entry_day=ded.id AND dri.id=dr.dashboard_run_id [{'dashboat_entry_day': 2675929, 'dashboard_run_id': 2684301, 'mtr_portfolio_id': 29077085, 'dashboard_result_id': 17939923, '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_P29077085_02-12-2025_07_34_31.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29077138, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29077139, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29077140, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29077141, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29077142, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29077143, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29077144, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29077145, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29077146, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29077147, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29077148, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29077149, 'pht': 3726}}"}, {'dashboat_entry_day': 2675929, 'dashboard_run_id': 2684301, 'mtr_portfolio_id': 29077542, 'dashboard_result_id': 17939924, '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_P29077542_02-12-2025_07_50_58.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29077566, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29077567, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29077568, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29077569, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29077570, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29077571, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29077572, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29077573, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29077574, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29077575, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29077576, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29077577, 'pht': 3726}}"}, {'dashboat_entry_day': 2675929, 'dashboard_run_id': 2684301, 'mtr_portfolio_id': 29078005, 'dashboard_result_id': 17939925, '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_P29078005_02-12-2025_08_03_32.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29078006, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29078007, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29078008, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29078009, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29078010, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29078011, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29078012, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29078013, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29078014, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29078015, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29078016, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29078017, 'pht': 3726}}"}, {'dashboat_entry_day': 2675929, 'dashboard_run_id': 2684301, 'mtr_portfolio_id': 29078429, 'dashboard_result_id': 17939927, '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_P29078429_02-12-2025_08_06_03.pdf'}"}] 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 = 29077085 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29077085 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 ORDER BY created_at desc LIMIT 1 select value from MTRUser.portfolio_carac_ratio where portfolio_id = 29077085 and created_at >= ( SELECT min(created_at) FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29077085 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 )and created_at < ( SELECT addtime(max(created_at),100) FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29077085 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 ) order by value desc list_result_datou : [] select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29077085 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29077085_02-12-2025_07_34_31.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29077085 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_P29077085_02-12-2025_07_34_31.pdf', 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29077138, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29077139, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29077140, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29077141, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29077142, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29077143, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29077144, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29077145, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29077146, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29077147, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29077148, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29077149, 'pht': 3726}}" where mtr_portfolio_id = 29077085 and dashboard_run_id = 2684301 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 = 29077542 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29077542 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 ORDER BY created_at desc LIMIT 1 select value from MTRUser.portfolio_carac_ratio where portfolio_id = 29077542 and created_at >= ( SELECT min(created_at) FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29077542 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 )and created_at < ( SELECT addtime(max(created_at),100) FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29077542 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 ) order by value desc list_result_datou : [] select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29077542 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29077542_02-12-2025_07_50_58.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29077542 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_P29077542_02-12-2025_07_50_58.pdf', 'flou': {'hashtag': 'flou', 'sub_port_id': 29077566, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29077567, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29077568, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29077569, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29077570, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29077571, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29077572, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29077573, 'pht': 3726}, 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29077574, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29077575, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29077576, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29077577, 'pht': 3726}}" where mtr_portfolio_id = 29077542 and dashboard_run_id = 2684301 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 = 29078005 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29078005 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 ORDER BY created_at desc LIMIT 1 select value from MTRUser.portfolio_carac_ratio where portfolio_id = 29078005 and created_at >= ( SELECT min(created_at) FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29078005 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 )and created_at < ( SELECT addtime(max(created_at),100) FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29078005 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 ) order by value desc list_result_datou : [] select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29078005 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29078005_02-12-2025_08_06_30.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29078005 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_P29078005_02-12-2025_08_06_30.pdf', 'Carton_brun': {'hashtag': 'Carton_brun', 'sub_port_id': 29078006, 'pht': 3726}, 'kraft': {'hashtag': 'kraft', 'sub_port_id': 29078007, 'pht': 3726}, 'papier': {'hashtag': 'papier', 'sub_port_id': 29078008, 'pht': 3726}, 'flou': {'hashtag': 'flou', 'sub_port_id': 29078009, 'pht': 3726}, 'autre_refus': {'hashtag': 'autre_refus', 'sub_port_id': 29078010, 'pht': 3726}, 'Carton_gris': {'hashtag': 'Carton_gris', 'sub_port_id': 29078011, 'pht': 3726}, 'metal': {'hashtag': 'metal', 'sub_port_id': 29078012, 'pht': 3726}, 'Teint_Dans_La_Masse': {'hashtag': 'Teint_Dans_La_Masse', 'sub_port_id': 29078013, 'pht': 3726}, 'plastique': {'hashtag': 'plastique', 'sub_port_id': 29078014, 'pht': 3726}, 'cartonnette': {'hashtag': 'cartonnette', 'sub_port_id': 29078015, 'pht': 3726}, 'mal_croppe': {'hashtag': 'mal_croppe', 'sub_port_id': 29078016, 'pht': 3726}, 'environnement': {'hashtag': 'environnement', 'sub_port_id': 29078017, 'pht': 3726}}" where mtr_portfolio_id = 29078005 and dashboard_run_id = 2684301 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 = 29078429 AND result is not null and result<>"None" and result<>0.0 AND mtd_id=4302 ORDER BY id desc LIMIT 1 SELECT mtd_id, mtr_current_id, mtr_portfolio_id, created_at, result, result_long, result_double FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29078429 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 ORDER BY created_at desc LIMIT 1 select value from MTRUser.portfolio_carac_ratio where portfolio_id = 29078429 and created_at >= ( SELECT min(created_at) FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29078429 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 )and created_at < ( SELECT addtime(max(created_at),100) FROM MTRPhoto.mtr_datou_result WHERE mtr_portfolio_id = 29078429 AND result is not null and result<>"None" and result=0.0 AND mtd_id=4302 ) order by value desc list_result_datou : [] select url from MTRUser.mtr_files where mtd_id = 4302 and mtr_portfolio_id = 29078429 order by file_id desc limit 1 find url: https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29078429_02-12-2025_08_06_03.pdf select completion_json, dashboard_run_id from MTRPhoto.dashboard_results where mtr_portfolio_id = 29078429 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_P29078429_02-12-2025_08_06_03.pdf'}" where mtr_portfolio_id = 29078429 and dashboard_run_id = 2684301 SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29077085,29077542,29078005,29078429) result : ((1397284638,), (1397284640,), (1397284642,), (1397284645,), (1397284665,), (1397284667,), (1397284670,), (1397284673,), (1397284675,), (1397284677,), (1397284683,), (1397284685,), (1397284687,), (1397284699,), (1397284702,), (1397284707,), (1397284728,), (1397284747,), (1397284750,), (1397284757,), (1397284759,), (1397284762,), (1397284841,), (1397284843,), (1397284845,), (1397284847,), (1397284875,), (1397284913,), (1397284954,), (1397284956,), (1397284958,), (1397284977,), (1397284979,), (1397284981,), (1397284982,), (1397284985,), (1397284988,), (1397285003,), (1397285005,), (1397285007,), (1397285009,), (1397285024,), (1397285027,), (1397285030,), (1397285032,), (1397285036,), (1397285039,), (1397285049,), (1397285052,), (1397285054,), (1397285057,), (1397285061,), (1397285064,), (1397285072,), (1397285074,), (1397285075,), (1397285077,), (1397285117,), (1397285119,), (1397285121,), (1397285124,), (1397285128,), (1397285131,), (1397285165,), (1397285167,), (1397285168,), (1397285177,), (1397285210,), (1397285212,), (1397285216,), (1397285218,), (1397285230,), (1397285232,), (1397285234,), (1397285235,), (1397285238,), (1397285241,), (1397285259,), (1397285263,), (1397285271,), (1397285274,), (1397285321,), (1397285330,), (1397285332,), (1397285333,), (1397285335,), (1397285310,), (1397285311,), (1397285313,), (1397285316,), (1397285319,), (1397285340,), (1397285344,), (1397285348,), (1397285351,), (1397285354,), (1397285361,), (1397285362,), (1397285364,), (1397285366,), (1397285369,), (1397285373,), (1397285382,), (1397285384,), (1397285387,), (1397285390,), (1397285406,), (1397285407,), (1397285408,), (1397285409,), (1397285412,), (1397285448,), (1397285450,), (1397285453,), (1397285485,), (1397285490,), (1397285493,), (1397285508,), (1397285510,), (1397285511,), (1397285514,), (1397285517,), (1397285521,), (1397285629,), (1397285632,), (1397285634,), (1397285689,), (1397285693,), (1397285696,), (1397285698,), (1397285701,), (1397285813,), (1397285829,), (1397285832,), (1397285924,), (1397285927,), (1397285930,), (1397285932,), (1397285935,), (1397285939,), (1397285949,), (1397285951,), (1397285954,), (1397285956,), (1397286228,), (1397286305,), (1397286307,), (1397286317,), (1397286320,), (1397286330,), (1397286367,), (1397286370,), (1397286372,), (1397286373,), (1397286413,), (1397286414,), (1397286415,), (1397286417,), (1397286421,), (1397286424,), (1397286437,), (1397286439,), (1397286441,), (1397286443,), (1397286465,), (1397286500,), (1397286461,), (1397286463,), (1397286464,), (1397286486,), (1397286488,), (1397286491,), (1397286494,), (1397286497,), (1397286551,), (1397286552,), (1397286571,), (1397286573,), (1397286576,), (1397286578,), (1397286609,), (1397286643,), (1397286646,), (1397286649,), (1397286660,), (1397286671,), (1397286673,), (1397286675,), (1397286678,), (1397286682,), (1397286686,), (1397286696,), (1397286697,), (1397286698,), (1397286699,), (1397286746,), (1397286751,), (1397286755,), (1397286759,), (1397286762,), (1397286764,), (1397286777,), (1397286780,), (1397286782,), (1397286784,), (1397286805,), (1397286807,), (1397286810,), (1397286813,), (1397286816,), (1397286820,), (1397286834,), (1397286838,), (1397286845,), (1397286849,), (1397286858,), (1397286860,), (1397286863,), (1397286866,), (1397286953,), (1397286956,), (1397286959,), (1397286962,), (1397286964,), (1397286979,), (1397286970,), (1397286972,), (1397286974,), (1397286976,), (1397286990,), (1397286992,), (1397286993,), (1397286994,)) NUMBER BATCH : 0 # DISPLAY ALL COLLECTED DATA : {'02122025': {'nb_upload': 59, 'nb_taggue_class': 0, 'nb_taggue_densite': 0}} After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29078005]) Inside saveOutput : final : True verbose : True saveOutput not yet implemented for datou_step.type : split_time_score we use saveGeneral [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953] map_info['map_portfolio_photo'] : {29078005: [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953, 1397286866, 1397286863, 1397286860, 1397286858, 1397286849, 1397286845, 1397286838, 1397286834, 1397286820, 1397286816, 1397286813, 1397286810, 1397286807, 1397286805, 1397286784, 1397286782, 1397286780, 1397286777, 1397286764, 1397286762, 1397286759, 1397286755, 1397286751, 1397286746, 1397286699, 1397286698, 1397286697, 1397286696, 1397286686, 1397286682, 1397286678, 1397286675, 1397286673, 1397286671, 1397286660, 1397286649, 1397286646, 1397286643, 1397286609, 1397286578, 1397286576, 1397286573, 1397286571, 1397286552, 1397286551, 1397286497, 1397286494, 1397286491, 1397286488, 1397286486, 1397286464, 1397286463, 1397286461]} final : True mtd_id 4302 list_pids : [1397286979, 1397286964, 1397286962, 1397286959, 1397286956, 1397286953] Looping around the photos to save general results len do output : 1 /29078005Didn'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, '4167436') ('4302', '29078005', '1397286979', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286964', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286962', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286959', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286956', None, None, None, None, None, '4167436') ('4302', None, None, None, None, None, None, None, '4167436') ('4302', '29078005', '1397286953', None, None, None, None, None, '4167436') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 7 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, '29078005', 'None', None, None, None, None, '4167436'), ('4302', '29078005', '1397286979', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286964', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286962', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286959', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286956', None, None, None, None, None, '4167436'), ('4302', '29078005', '1397286953', None, None, None, None, None, '4167436')] time used for this insertion : 0.016141414642333984 save_final save missing photos in datou_result : time spend for datou_step_exec : 0.5679507255554199 time spend to save output : 0.016515016555786133 total time spend for step 5 : 0.584465742111206 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 (4167436) 2.42user 1.79system 0:07.18elapsed 58%CPU (0avgtext+0avgdata 164452maxresident)k 2184inputs+3752outputs (32major+81971minor)pagefaults 0swaps