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 : 2950641 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 (4306880) updating current state to 1 UPDATE MTRPhoto.mtr_datou_current SET state=1, hostname='marlene' WHERE id in (4306880) SELECT count(*) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919389 AND hide_status = 0 list_input_json: [] Current got : datou_id : 4302, datou_cur_ids : ['4306880'] with mtr_portfolio_ids : ['29919389'] and first list_photo_ids : [] new path : /proc/2950641/ Name: python3 Umask: 0002 State: R (running) Tgid: 2950641 Ngid: 0 Pid: 2950641 PPid: 2950640 TracerPid: 0 Uid: 1006 1006 1006 1006 Gid: 1009 1009 1009 1009 FDSize: 64 Groups: 27 1009 1026 NStgid: 2950641 NSpid: 2950641 NSpgid: 2950076 NSsid: 2950076 VmPeak: 1113368 kB VmSize: 1113368 kB VmLck: 0 kB VmPin: 0 kB VmHWM: 104572 kB VmRSS: 104572 kB RssAnon: 66304 kB RssFile: 38268 kB RssShmem: 0 kB VmData: 872096 kB VmStk: 132 kB VmExe: 2644 kB VmLib: 130476 kB VmPTE: 548 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: 97 nonvoluntary_ctxt_switches: 143 {'Name': 'python3', 'Umask': '0002', 'State': 'R (running)', 'Tgid': '2950641', 'Ngid': '0', 'Pid': '2950641', 'PPid': '2950640', 'TracerPid': '0', 'Uid': '1006,1006,1006,1006', 'Gid': '1009,1009,1009,1009', 'FDSize': '64', 'Groups': '27 1009 1026', 'NStgid': '2950641', 'NSpid': '2950641', 'NSpgid': '2950076', 'NSsid': '2950076', 'VmPeak': '1113368 kB', 'VmSize': '1113368 kB', 'VmLck': '0 kB', 'VmPin': '0 kB', 'VmHWM': '104572 kB', 'VmRSS': '104572 kB', 'RssAnon': '66304 kB', 'RssFile': '38268 kB', 'RssShmem': '0 kB', 'VmData': '872096 kB', 'VmStk': '132 kB', 'VmExe': '2644 kB', 'VmLib': '130476 kB', 'VmPTE': '548 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': '97', 'nonvoluntary_ctxt_switches': '143'} ('datou_batch_current', '2950641', '1113368', '0', '1113368', '872096', '104572', b'', 'marlene', '4306880') 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 (29919389) 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 (4306880 ) ) 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 (29919389) AND hide_status = 0 ORDER by mtr_photo_id desc LIMIT 0, 200 list_result: [{'photo_id': 1402256693, 'portfolio_id': 29919389}, {'photo_id': 1402256679, 'portfolio_id': 29919389}, {'photo_id': 1402256634, 'portfolio_id': 29919389}, {'photo_id': 1402256604, 'portfolio_id': 29919389}, {'photo_id': 1402256272, 'portfolio_id': 29919389}, {'photo_id': 1402256270, 'portfolio_id': 29919389}, {'photo_id': 1402256268, 'portfolio_id': 29919389}, {'photo_id': 1402256266, 'portfolio_id': 29919389}, {'photo_id': 1402256263, 'portfolio_id': 29919389}, {'photo_id': 1402256248, 'portfolio_id': 29919389}, {'photo_id': 1402255283, 'portfolio_id': 29919389}] map_portfolio_id_photo_id: {29919389: [1402256693, 1402256679, 1402256634, 1402256604, 1402256272, 1402256270, 1402256268, 1402256266, 1402256263, 1402256248, 1402255283]} ##### 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 : 0.017857789993286133 #### fin chargement data Blocking on flush ? No conitnuing About to test input to load Calling datou_exec Inside datou_exec : verbose : True number of steps : 5 step1:ventilate_hashtags_in_portfolio Sat Jan 3 03:04:27 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29919389) 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 : 29919389 get user id for portfolio 29919389 get sub ptf for main ptf 29919389, type 3726 and hashtags ['autre_refus', 'flou', 'mal_croppe', 'Teint_Dans_La_Masse', 'kraft', 'plastique', 'environnement', 'Carton_gris', 'cartonnette', 'papier', 'metal', 'Carton_brun'] SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29919389 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','flou','mal_croppe','Teint_Dans_La_Masse','kraft','plastique','environnement','Carton_gris','cartonnette','papier','metal','Carton_brun')) AND mptpi.`min_score`=0.5 SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29919389 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','flou','mal_croppe','Teint_Dans_La_Masse','kraft','plastique','environnement','Carton_gris','cartonnette','papier','metal','Carton_brun')) AND mptpi.`min_score`=0.5 To do To do query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_autre_refus_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_flou_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_mal_croppe_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_Teint_Dans_La_Masse_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_kraft_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_plastique_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_environnement_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_Carton_gris_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_cartonnette_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_papier_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_metal_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_3726_Carton_brun_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio INSERT IGNORE INTO MTRPhoto.mtr_port_to_port_ids (`mtr_portfolio_id_1`, `mtr_portfolio_id_2`, `type`, `min_score`, `hashtag_id`, `mtr_user_id`) VALUES (%s,%s,%s,%s,%s,%s)[[29919389, 29919430, 3726, 0.5, 2107752406, 979], [29919389, 29919431, 3726, 0.5, 492777938, 979], [29919389, 29919432, 3726, 0.5, 2107755527, 979], [29919389, 29919433, 3726, 0.5, 2107752385, 979], [29919389, 29919434, 3726, 0.5, 493202403, 979], [29919389, 29919435, 3726, 0.5, 492725882, 979], [29919389, 29919436, 3726, 0.5, 493012381, 979], [29919389, 29919437, 3726, 0.5, 2107753020, 979], [29919389, 29919438, 3726, 0.5, 702398920, 979], [29919389, 29919439, 3726, 0.5, 492668766, 979], [29919389, 29919440, 3726, 0.5, 492628673, 979], [29919389, 29919441, 3726, 0.5, 2107753024, 979]] 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`=29919389 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','flou','mal_croppe','Teint_Dans_La_Masse','kraft','plastique','environnement','Carton_gris','cartonnette','papier','metal','Carton_brun')) AND mptpi.`min_score`=0.5 SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29919389 AND mptpi.`type`=3726 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','flou','mal_croppe','Teint_Dans_La_Masse','kraft','plastique','environnement','Carton_gris','cartonnette','papier','metal','Carton_brun')) AND mptpi.`min_score`=0.5 To do returned map {'autre_refus': {'main_port_id': 29919389, 'sub_port_id': 29919430, 'hashtag': 'autre_refus', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471467, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'flou': {'main_port_id': 29919389, 'sub_port_id': 29919431, 'hashtag': 'flou', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471468, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'mal_croppe': {'main_port_id': 29919389, 'sub_port_id': 29919432, 'hashtag': 'mal_croppe', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471469, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'Teint_Dans_La_Masse': {'main_port_id': 29919389, 'sub_port_id': 29919433, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471470, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'kraft': {'main_port_id': 29919389, 'sub_port_id': 29919434, 'hashtag': 'kraft', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471471, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'plastique': {'main_port_id': 29919389, 'sub_port_id': 29919435, 'hashtag': 'plastique', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471472, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'environnement': {'main_port_id': 29919389, 'sub_port_id': 29919436, 'hashtag': 'environnement', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471473, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'Carton_gris': {'main_port_id': 29919389, 'sub_port_id': 29919437, 'hashtag': 'Carton_gris', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471474, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'cartonnette': {'main_port_id': 29919389, 'sub_port_id': 29919438, 'hashtag': 'cartonnette', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471475, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'papier': {'main_port_id': 29919389, 'sub_port_id': 29919439, 'hashtag': 'papier', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471476, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'metal': {'main_port_id': 29919389, 'sub_port_id': 29919440, 'hashtag': 'metal', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471477, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}, 'Carton_brun': {'main_port_id': 29919389, 'sub_port_id': 29919441, 'hashtag': 'Carton_brun', 'pht': 3726, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471478, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 28), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 28)}} insert ignore into MTRUser.mtr_portfolio_photos (mtr_portfolio_id, mtr_photo_id, mtr_user_id,created_at) SELECT 29919430 , 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=29919389 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 (29919430) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919431 , 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=29919389 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 (29919431) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919432 , 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=29919389 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 (29919432) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919433 , 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=29919389 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 (29919433) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919434 , 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=29919389 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 (29919434) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919435 , 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=29919389 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 (29919435) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919436 , 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=29919389 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 (29919436) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919437 , 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=29919389 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 (29919437) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919438 , 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=29919389 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 (29919438) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919439 , 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=29919389 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 (29919439) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919440 , 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=29919389 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 (29919440) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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 29919441 , 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=29919389 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 (29919441) result : () SELECT mtr_photo_id FROM MTRUser.mtr_portfolio_photos WHERE mtr_portfolio_id IN (29919389) result : ((1402255283,), (1402256248,), (1402256263,), (1402256266,), (1402256268,), (1402256270,), (1402256272,), (1402256604,), (1402256634,), (1402256679,), (1402256693,)) 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`=29919389 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','flou','mal_croppe','Teint_Dans_La_Masse','kraft','plastique','environnement','Carton_gris','cartonnette','papier','metal','Carton_brun')) AND mptpi.`min_score`=0.5 SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29919389 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','flou','mal_croppe','Teint_Dans_La_Masse','kraft','plastique','environnement','Carton_gris','cartonnette','papier','metal','Carton_brun')) AND mptpi.`min_score`=0.5 To do To do query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_autre_refus_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_flou_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_mal_croppe_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_Teint_Dans_La_Masse_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_kraft_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_plastique_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_environnement_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_Carton_gris_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_cartonnette_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_papier_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_metal_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio query : SELECT id FROM MTRUser.mtr_portfolios WHERE name="JRM_diff_batch__03012026_03_00_14_010198_4417_Carton_brun_0.5_chtin_0" AND mtr_user_id=979 Creating new portfolio INSERT IGNORE INTO MTRPhoto.mtr_port_to_port_ids (`mtr_portfolio_id_1`, `mtr_portfolio_id_2`, `type`, `min_score`, `hashtag_id`, `mtr_user_id`) VALUES (%s,%s,%s,%s,%s,%s)[[29919389, 29919444, 4417, 0.5, 2107752406, 979], [29919389, 29919445, 4417, 0.5, 492777938, 979], [29919389, 29919446, 4417, 0.5, 2107755527, 979], [29919389, 29919447, 4417, 0.5, 2107752385, 979], [29919389, 29919448, 4417, 0.5, 493202403, 979], [29919389, 29919449, 4417, 0.5, 492725882, 979], [29919389, 29919450, 4417, 0.5, 493012381, 979], [29919389, 29919451, 4417, 0.5, 2107753020, 979], [29919389, 29919452, 4417, 0.5, 702398920, 979], [29919389, 29919453, 4417, 0.5, 492668766, 979], [29919389, 29919454, 4417, 0.5, 492628673, 979], [29919389, 29919455, 4417, 0.5, 2107753024, 979]] 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`=29919389 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','flou','mal_croppe','Teint_Dans_La_Masse','kraft','plastique','environnement','Carton_gris','cartonnette','papier','metal','Carton_brun')) AND mptpi.`min_score`=0.5 SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=29919389 AND mptpi.`type`=4417 AND mptpi.`hashtag_id` in (select hashtag_id FROM MTRBack.hashtags where hashtag in ('autre_refus','flou','mal_croppe','Teint_Dans_La_Masse','kraft','plastique','environnement','Carton_gris','cartonnette','papier','metal','Carton_brun')) AND mptpi.`min_score`=0.5 To do returned map {'autre_refus': {'main_port_id': 29919389, 'sub_port_id': 29919444, 'hashtag': 'autre_refus', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471479, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'flou': {'main_port_id': 29919389, 'sub_port_id': 29919445, 'hashtag': 'flou', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471480, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'mal_croppe': {'main_port_id': 29919389, 'sub_port_id': 29919446, 'hashtag': 'mal_croppe', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471481, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'Teint_Dans_La_Masse': {'main_port_id': 29919389, 'sub_port_id': 29919447, 'hashtag': 'Teint_Dans_La_Masse', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471482, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'kraft': {'main_port_id': 29919389, 'sub_port_id': 29919448, 'hashtag': 'kraft', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471483, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'plastique': {'main_port_id': 29919389, 'sub_port_id': 29919449, 'hashtag': 'plastique', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471484, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'environnement': {'main_port_id': 29919389, 'sub_port_id': 29919450, 'hashtag': 'environnement', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471485, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'Carton_gris': {'main_port_id': 29919389, 'sub_port_id': 29919451, 'hashtag': 'Carton_gris', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471486, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'cartonnette': {'main_port_id': 29919389, 'sub_port_id': 29919452, 'hashtag': 'cartonnette', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471487, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'papier': {'main_port_id': 29919389, 'sub_port_id': 29919453, 'hashtag': 'papier', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471488, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'metal': {'main_port_id': 29919389, 'sub_port_id': 29919454, 'hashtag': 'metal', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471489, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}, 'Carton_brun': {'main_port_id': 29919389, 'sub_port_id': 29919455, 'hashtag': 'Carton_brun', 'pht': 4417, 'min_score': 0.5, 'mtr_user_id': 979, 'id': 20471490, 'last_updated_at': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_desc': datetime.datetime(2026, 1, 3, 3, 4, 30), 'last_updated_at_asc': datetime.datetime(2026, 1, 3, 3, 4, 30)}} insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919444,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919430 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919445,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919431 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919446,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919432 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919447,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919433 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919448,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919434 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919449,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919435 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919450,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919436 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919451,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919437 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919452,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919438 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919453,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919439 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919454,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919440 insert ignore into MTRUser.mtr_portfolio_photos(mtr_portfolio_id,mtr_photo_id,mtr_user_id) select 29919455,mtr_photo_id,mtr_user_id from MTRUser.mtr_portfolio_photos where mtr_portfolio_id = 29919441 lien utilise dans velours : https://marlene.fotonower.com/velours/29919444,29919445,29919446,29919447,29919448,29919449,29919450,29919451,29919452,29919453,29919454,29919455?tags=autre_refus,flou,mal_croppe,Teint_Dans_La_Masse,kraft,plastique,environnement,Carton_gris,cartonnette,papier,metal,Carton_brun After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29919389]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : ventilate_hashtags_in_portfolio we use saveGeneral [1402256693, 1402256679, 1402256634, 1402256604, 1402256272, 1402256270, 1402256268, 1402256266, 1402256263, 1402256248, 1402255283] map_info['map_portfolio_photo'] : {29919389: [1402256693, 1402256679, 1402256634, 1402256604, 1402256272, 1402256270, 1402256268, 1402256266, 1402256263, 1402256248, 1402255283]} final : False mtd_id 4302 list_pids : [1402256693, 1402256679, 1402256634, 1402256604, 1402256272, 1402256270, 1402256268, 1402256266, 1402256263, 1402256248, 1402255283] Looping around the photos to save general results len do output : 1 /29919389. 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, '4306880') ('4302', '29919389', '1402256693', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256679', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256634', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256604', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256272', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256270', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256268', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256266', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256263', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256248', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402255283', None, None, None, None, None, '4306880') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 12 insert ignore into MTRPhoto.mtr_datou_result (mtd_id, mtr_portfolio_id,mtr_photo_id,result,result_long,result_double,hashtag_id,proba, mtr_current_id) values (%s,%s,%s,%s,%s,%s,%s,%s,%s) on duplicate key update mtr_portfolio_id = mtr_portfolio_id list_values : [('4302', None, '29919389', "{'autre_refus': 29919430, 'flou': 29919431, 'mal_croppe': 29919432, 'Teint_Dans_La_Masse': 29919433, 'kraft': 29919434, 'plastique': 29919435, 'environnement': 29919436, 'Carton_gris': 29919437, 'cartonnette': 29919438, 'papier': 29919439, 'metal': 29919440, 'Carton_brun': 29919441}", None, None, None, None, '4306880'), ('4302', '29919389', '1402256693', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256679', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256634', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256604', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256272', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256270', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256268', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256266', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256263', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256248', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402255283', None, None, None, None, None, '4306880')] time used for this insertion : 0.016358137130737305 save_final save missing photos in datou_result : time spend for datou_step_exec : 2.458177328109741 time spend to save output : 0.01668834686279297 total time spend for step 1 : 2.474865674972534 step2:final Sat Jan 3 03:04:30 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec Currently we do not manage missing dependencies information, that could maybe be correctly interpreted with default behavior Some of the step done at execution of the step could be done before when the tree of execution is build and the dependencies of different step analysed We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! VR 22-3-18 : For now we do not clean correctly the datou structure input_args_next_step, len :0, first value : [] After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29919389) 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 29919389 : SELECT photo_id, hashtag_id, ratio from MTRPhoto.photo_carac_ratio where hashtag_type = 3726 and photo_id in (1402255283,1402256272,1402256270,1402256268,1402256266,1402256263,1402256248,1402256693,1402256679,1402256634,1402256604); After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29919389]) Inside saveOutput : final : False verbose : True original output for save of step final : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} new output for save of step final : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} [1402256693, 1402256679, 1402256634, 1402256604, 1402256272, 1402256270, 1402256268, 1402256266, 1402256263, 1402256248, 1402255283] map_info['map_portfolio_photo'] : {29919389: [1402256693, 1402256679, 1402256634, 1402256604, 1402256272, 1402256270, 1402256268, 1402256266, 1402256263, 1402256248, 1402255283]} final : False mtd_id 4302 list_pids : [1402256693, 1402256679, 1402256634, 1402256604, 1402256272, 1402256270, 1402256268, 1402256266, 1402256263, 1402256248, 1402255283] Looping around the photos to save general results len do output : 11 /1402256693.Didn't retrieve data . /1402256679.Didn't retrieve data . /1402256634.Didn't retrieve data . /1402256604.Didn't retrieve data . /1402256272.Didn't retrieve data . /1402256270.Didn't retrieve data . /1402256268.Didn't retrieve data . /1402256266.Didn't retrieve data . /1402256263.Didn't retrieve data . /1402256248.Didn't retrieve data . /1402255283.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, '4306880') ('4302', '29919389', '1402256693', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256679', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256634', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256604', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256272', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256270', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256268', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256266', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256263', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256248', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402255283', None, None, None, None, None, '4306880') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 33 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', '29919389', '1402256693', '0.0', None, None, None, None, '4306880'), ('4302', '29919389', '1402256679', '0.0', None, None, None, None, '4306880'), ('4302', '29919389', '1402256634', '0.0', None, None, None, None, '4306880'), ('4302', '29919389', '1402256604', '0.0', None, None, None, None, '4306880'), ('4302', '29919389', '1402256272', '0.0', None, None, None, None, '4306880'), ('4302', '29919389', '1402256270', '0.0', None, None, None, None, '4306880'), ('4302', '29919389', '1402256268', '0.0', None, None, None, None, '4306880'), ('4302', '29919389', '1402256266', '0.0', None, None, None, None, '4306880'), ('4302', '29919389', '1402256263', '0.0', None, None, None, None, '4306880'), ('4302', '29919389', '1402256248', '0.0', None, None, None, None, '4306880'), ('4302', '29919389', '1402255283', '0.0', None, None, None, None, '4306880')] time used for this insertion : 0.01574230194091797 save_final save missing photos in datou_result : time spend for datou_step_exec : 0.01775050163269043 time spend to save output : 0.01626873016357422 total time spend for step 2 : 0.03401923179626465 step3:velours_tree Sat Jan 3 03:04:30 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec Currently we do not manage missing dependencies information, that could maybe be correctly interpreted with default behavior Some of the step done at execution of the step could be done before when the tree of execution is build and the dependencies of different step analysed complete output_args for input 0 : {29919389: [{'autre_refus': 29919430, 'flou': 29919431, 'mal_croppe': 29919432, 'Teint_Dans_La_Masse': 29919433, 'kraft': 29919434, 'plastique': 29919435, 'environnement': 29919436, 'Carton_gris': 29919437, 'cartonnette': 29919438, 'papier': 29919439, 'metal': 29919440, 'Carton_brun': 29919441}]} input_args_next_step : {29919389: ()} output_args : {29919389: [{'autre_refus': 29919430, 'flou': 29919431, 'mal_croppe': 29919432, 'Teint_Dans_La_Masse': 29919433, 'kraft': 29919434, 'plastique': 29919435, 'environnement': 29919436, 'Carton_gris': 29919437, 'cartonnette': 29919438, 'papier': 29919439, 'metal': 29919440, 'Carton_brun': 29919441}]} args : 29919389 depend.output_id : 0 VR 22-3-18 : For now we do not clean correctly the datou structure input_args_next_step, len :1, first value : ({'autre_refus': 29919430, 'flou': 29919431, 'mal_croppe': 29919432, 'Teint_Dans_La_Masse': 29919433, 'kraft': 29919434, 'plastique': 29919435, 'environnement': 29919436, 'Carton_gris': 29919437, 'cartonnette': 29919438, 'papier': 29919439, 'metal': 29919440, 'Carton_brun': 29919441},) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29919389) 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([29919389]) Inside saveOutput : final : False verbose : True ouput is None No outpout to save, returning out of save general time spend for datou_step_exec : 0.2870774269104004 time spend to save output : 4.9114227294921875e-05 total time spend for step 3 : 0.2871265411376953 step4:send_mail_cod Sat Jan 3 03:04:30 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec Currently we do not manage missing dependencies information, that could maybe be correctly interpreted with default behavior Some of the step done at execution of the step could be done before when the tree of execution is build and the dependencies of different step analysed We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! We should have FATAL ERROR but same_nb_input_output==True : this should be an optionnal input ! complete output_args for input 2 : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} input_args_next_step : {1402256693: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402256693 depend.output_id : 0 input_args_next_step : {1402256693: ('0.0',), 1402256679: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402256679 depend.output_id : 0 input_args_next_step : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402256634 depend.output_id : 0 input_args_next_step : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402256604 depend.output_id : 0 input_args_next_step : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402256272 depend.output_id : 0 input_args_next_step : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402256270 depend.output_id : 0 input_args_next_step : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402256268 depend.output_id : 0 input_args_next_step : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402256266 depend.output_id : 0 input_args_next_step : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402256263 depend.output_id : 0 input_args_next_step : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402256248 depend.output_id : 0 input_args_next_step : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ()} output_args : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',)} args : 1402255283 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 : {29919389: [{'autre_refus': 29919430, 'flou': 29919431, 'mal_croppe': 29919432, 'Teint_Dans_La_Masse': 29919433, 'kraft': 29919434, 'plastique': 29919435, 'environnement': 29919436, 'Carton_gris': 29919437, 'cartonnette': 29919438, 'papier': 29919439, 'metal': 29919440, 'Carton_brun': 29919441}]} input_args_next_step : {1402256693: ('0.0',), 1402256679: ('0.0',), 1402256634: ('0.0',), 1402256604: ('0.0',), 1402256272: ('0.0',), 1402256270: ('0.0',), 1402256268: ('0.0',), 1402256266: ('0.0',), 1402256263: ('0.0',), 1402256248: ('0.0',), 1402255283: ('0.0',), 29919389: ()} output_args : {29919389: [{'autre_refus': 29919430, 'flou': 29919431, 'mal_croppe': 29919432, 'Teint_Dans_La_Masse': 29919433, 'kraft': 29919434, 'plastique': 29919435, 'environnement': 29919436, 'Carton_gris': 29919437, 'cartonnette': 29919438, 'papier': 29919439, 'metal': 29919440, 'Carton_brun': 29919441}]} args : 29919389 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 :12, first value : ('0.0',) After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29919389) 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 (1402256693,1402256679,1402256634,1402256604,1402256272,1402256270,1402256268,1402256266,1402256263,1402256248,1402255283) Found this number of photos: 11 ##### Call download_photos : nb_thread : 5 begin to download photo : 1402255283 begin to download photo : 1402256266 begin to download photo : 1402256272 begin to download photo : 1402256679 download finish for photo 1402255283 begin to download photo : 1402256248 download finish for photo 1402256272 begin to download photo : 1402256604 download finish for photo 1402256679 begin to download photo : 1402256693 download finish for photo 1402256266 begin to download photo : 1402256268 download finish for photo 1402256693 download finish for photo 1402256604 begin to download photo : 1402256634 download finish for photo 1402256248 begin to download photo : 1402256263 download finish for photo 1402256268 begin to download photo : 1402256270 download finish for photo 1402256270 download finish for photo 1402256634 download finish for photo 1402256263 we have missing 0 photos in the step downloads : photo missing : [] try to delete the photos missing in DB ##### After download_photos imagette299194301767405871/ imagette299194311767405871/ imagette299194321767405871/ imagette299194341767405871/ imagette299194351767405871/ imagette299194381767405871/ imagette299194401767405871/ imagette299194331767405871/ imagette299194371767405871/ imagette299194411767405871/ length of list_filenames : 11 ; length of list_pids : 11 ; length of list_args : 11 results_Auto_P29919389_03-01-2026_03_04_31.pdf 29919430 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=29919430 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299194301767405871 29919431 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=29919431 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299194311767405871 29919432 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=29919432 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299194321767405871 29919434 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=29919434 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299194341767405871 29919435 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=29919435 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299194351767405871 29919438 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=29919438 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299194381767405871 29919440 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=29919440 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299194401767405871 29919433 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=29919433 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299194331767405871 29919437 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=29919437 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299194371767405871 29919441 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=29919441 AND mpp.hide_status=0 ORDER BY mpp.order LIMIT 0, 20 map_photo_id_text : {} imagette299194411767405871 SELECT h.hashtag,pcr.value FROM MTRUser.portfolio_carac_ratio pcr, MTRBack.hashtags h where pcr.portfolio_id=29919389 and hashtag_type = 3726 and pcr.hashtag_id = h.hashtag_id; velour_link : https://marlene.fotonower.com/velours/29919444,29919445,29919446,29919447,29919448,29919449,29919450,29919451,29919452,29919453,29919454,29919455?tags=autre_refus,flou,mal_croppe,Teint_Dans_La_Masse,kraft,plastique,environnement,Carton_gris,cartonnette,papier,metal,Carton_brun your option no_mail is active, we will not send the real mail to your client args[1402256693] : ('0.0',) no score found for photo 1402256693 We are sending mail with results at report@fotonower.com args[1402256679] : ('0.0',) no score found for photo 1402256679 We are sending mail with results at report@fotonower.com args[1402256634] : ('0.0',) no score found for photo 1402256634 We are sending mail with results at report@fotonower.com args[1402256604] : ('0.0',) no score found for photo 1402256604 We are sending mail with results at report@fotonower.com args[1402256272] : ('0.0',) no score found for photo 1402256272 We are sending mail with results at report@fotonower.com args[1402256270] : ('0.0',) no score found for photo 1402256270 We are sending mail with results at report@fotonower.com args[1402256268] : ('0.0',) no score found for photo 1402256268 We are sending mail with results at report@fotonower.com args[1402256266] : ('0.0',) no score found for photo 1402256266 We are sending mail with results at report@fotonower.com args[1402256263] : ('0.0',) no score found for photo 1402256263 We are sending mail with results at report@fotonower.com args[1402256248] : ('0.0',) no score found for photo 1402256248 We are sending mail with results at report@fotonower.com args[1402255283] : ('0.0',) no score found for photo 1402255283 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=29919389 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_P29919389_03-01-2026_03_04_31.pdf results_Auto_P29919389_03-01-2026_03_04_31.pdf uploaded to url https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29919389_03-01-2026_03_04_31.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','29919389','results_Auto_P29919389_03-01-2026_03_04_31.pdf','https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/results_Auto_P29919389_03-01-2026_03_04_31.pdf','pdf','','0.11','0.0') After datou_step_exec type output : map_portfolio_photo : len 1 keys : dict_keys([29919389]) Inside saveOutput : final : False verbose : True saveOutput not yet implemented for datou_step.type : send_mail_cod we use saveGeneral [1402256693, 1402256679, 1402256634, 1402256604, 1402256272, 1402256270, 1402256268, 1402256266, 1402256263, 1402256248, 1402255283] map_info['map_portfolio_photo'] : {29919389: [1402256693, 1402256679, 1402256634, 1402256604, 1402256272, 1402256270, 1402256268, 1402256266, 1402256263, 1402256248, 1402255283]} final : False mtd_id 4302 list_pids : [1402256693, 1402256679, 1402256634, 1402256604, 1402256272, 1402256270, 1402256268, 1402256266, 1402256263, 1402256248, 1402255283] 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, '4306880') ('4302', '29919389', '1402256693', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256679', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256634', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256604', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256272', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256270', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256268', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256266', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256263', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402256248', None, None, None, None, None, '4306880') ('4302', None, None, None, None, None, None, None, '4306880') ('4302', '29919389', '1402255283', None, None, None, None, None, '4306880') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 11 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', '29919389', '1402256693', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256679', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256634', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256604', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256272', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256270', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256268', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256266', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256263', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402256248', None, None, None, None, None, '4306880'), ('4302', '29919389', '1402255283', None, None, None, None, None, '4306880')] time used for this insertion : 0.015898942947387695 save_final save missing photos in datou_result : time spend for datou_step_exec : 1.652907133102417 time spend to save output : 0.016173362731933594 total time spend for step 4 : 1.6690804958343506 step5:split_time_score Sat Jan 3 03:04:32 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec Currently we do not manage missing dependencies information, that could maybe be correctly interpreted with default behavior Some of the step done at execution of the step could be done before when the tree of execution is build and the dependencies of different step analysed complete output_args for input 0 : ['29919389'] 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 : [('29919389',)] After prepare type args : select max(UNIX_TIMESTAMP(created_at)) from MTRUser.mtr_portfolio_photos where mtr_portfolio_id in (29919389) new photo added, this last batch is non a complet batch, should exit and reload photo caffe_path_current : About to save ! 2 After save, about to update current ! 2.29user 2.48system 0:06.66elapsed 71%CPU (0avgtext+0avgdata 166696maxresident)k 568inputs+6672outputs (67major+81697minor)pagefaults 0swaps