python /home/admin/mtr/script_for_cron.py -j datou_current3 -m 20 -a ' -a 4891' -s datou_current_4891 -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'] process id : 88655 load datou : 4891 # 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) DONE and to test : checkNoCycle ! We are managing only one step so we do not consider checkConsistencyNbInputNbOutput ! We are managing only one step so we do not consider checkConsistencyTypeOutputInput ! Unexpected type 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 ? [ptf_id0,ptf_id1...] was removed should we ? load thcls load pdts Running datou job : batch_current TODO datou_current to load to do maybe to take outside batchDatouExec no input labels no input values updating current state to 1 list_input_json: {} Current got : datou_id : 4891, datou_cur_ids : ['3886377'] with mtr_portfolio_ids : ['27589362'] and first list_photo_ids : [] new path : /proc/88655/ Inside batchDatouExec : verbose : 0 # 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) DONE and to test : checkNoCycle ! We are managing only one step so we do not consider checkConsistencyNbInputNbOutput ! We are managing only one step so we do not consider checkConsistencyTypeOutputInput ! List Step Type Loaded in datou : split_time_score over limit max, limiting to limit_max 100 list_input_json : {} origin We have 1 , WARNING: data may be incomplete, need to offset and complete ! we have missing 0 photos in the step downloads : photo missing : [] try to delete the photos missing in DB time to download the photos : 0.07764410972595215 About to test input to load Calling datou_exec Inside datou_exec : verbose : 0 number of steps : 1 step1:split_time_score Wed Oct 8 16:30:29 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 begin split time score 2022-04-13 10:29:59 0 TODO : Insert select and so on Begin split_port_in_batch_balle thcls : [{'id': 3892, 'mtr_user_id': 31, 'name': 'learn_MM_generique_26022025', 'pb_hashtag_id': 0, 'live': b'\x00', 'list_hashtags': 'aluminium,ela,emr,film_pedb,flux_dev,jrm,pcm,pcnc,pehd_pp,pet_clair,refus,tapis_vide', 'svm_portfolios_learning': '17736100,17736101,17736102,17736103,17736104,20837895,20837896,17736107,17736108,17736109,17736110,18876169', 'photo_hashtag_type': 4989, 'photo_desc_type': 6092, 'type_classification': 'tf_classification2', 'hashtag_id_list': '493546845,492741797,616987804,2107760237,2107760238,495916461,560181804,1284539308,2107760239,2107755846,538914404,2107748999'}] thcls : [{'id': 3513, 'mtr_user_id': 31, 'name': 'Rungis_amount_dechets_fall_2018_v2_tf', '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': 4557, 'photo_desc_type': 5767, 'type_classification': 'tf_classification2', 'hashtag_id_list': '2107751013,2107751014,2107751015,2107751016,2107751017'}] (('00', 310), ('01', 51), ('02', 3), ('03', 4), ('04', 4), ('05', 3), ('06', 4), ('07', 3), ('08', 4), ('09', 4), ('10', 3), ('11', 3), ('12', 5), ('13', 3), ('14', 5)) ERROR counted https://github.com/fotonower/Velours/issues/663#issuecomment-421136223 {1: 343} 08102025 27589362 Nombre de photos uploadées : 409 / 23040 (1%) 08102025 27589362 Nombre de photos taguées (types de déchets): 343 / 409 (83%) 08102025 27589362 Nombre de photos taguées (volume) : 343 / 409 (83%) elapsed_time : load_data_split_time_score 4.291534423828125e-06 elapsed_time : order_list_meta_photo_and_scores 0.00017642974853515625 ?????????????????????????????????????????????????????????????????? elapsed_time : fill_and_build_computed_from_old_data 0.026434898376464844 Catched exception ! Connect or reconnect ! Catched exception ! Connect or reconnect ! elapsed_time : insert_dashboard_record_day_entry 0.6482405662536621 Creating list_photo_total elapsed_time : select_descriptors 2.2966556549072266 08102025 27589362 Nombre de photos avec descriptors (type 6092) : 37 / 79 (46%) Missing descriptors for photos 0 and 1388224224 0:00:00|ON:Missing descriptors for photos 1388224224 and 1388224226 Missing descriptors for photos 1388224226 and 1388224228 Missing descriptors for photos 1388224228 and 1388224231 Missing descriptors for photos 1388224231 and 1388224233 Missing descriptors for photos 1388224233 and 1388224234 Missing descriptors for photos 1388224234 and 1388224286 Missing descriptors for photos 1388224286 and 1388224306 Missing descriptors for photos 1388224306 and 1388224315 Missing descriptors for photos 1388224315 and 1388224366 Missing descriptors for photos 1388224366 and 1388224709 Missing descriptors for photos 1388224709 and 1388224727 Missing descriptors for photos 1388224727 and 1388224737 Missing 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Missing descriptors for photos 1388201712 and 1388203701 08102025 Removing 23 photos because of the 'same image' condition Total on : 3300.000385 list_time_on Warning in study_and_display_distrib_list : min=max : 3300.000385 3300.000385 Total off : 309.999937 list_time_off dist_desc begin to insert list_values into photo_hahstag_ids : length of list_valuse in save_photo_hashtag_id_type : 409 time used for this insertion : 0.22160816192626953 photos_removed : len 23 elapsed_time : remove_photo_duplicate 0.4510519504547119 Creating list_photo_total Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null Warning list_scores null time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average time_diff is bigger than the limit of interval, we ignore the result of this image in moving average ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! ERROR ! elapsed_time : count_sum_diff_and_build_graph 0.016745567321777344 Total photos : 409 .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .Change port : 0 hashtag : 495916461 photo_id =1388141446 : jrm .Change port : 1 hashtag : 2107755846 photo_id =1388141598 : pet_clair .can't find max_score_info .can't find max_score_info .can't find max_score_info .Change port : 1 hashtag : 616987804 photo_id =1388141906 : emr .can't find max_score_info .can't find max_score_info .Change port : 1 hashtag : 2107755846 photo_id =1388142816 : pet_clair .can't find max_score_info .can't find max_score_info .can't find max_score_info .Change port : 1 hashtag : 2107760237 photo_id =1388144121 : film_pedb .can't find max_score_info .can't find max_score_info .Change port : 1 hashtag : 2107760239 photo_id =1388144221 : pehd_pp .Change port : 1 hashtag : 2107760238 photo_id =1388144522 : flux_dev .can't find max_score_info .can't find max_score_info .can't find max_score_info .Change port : 1 hashtag : 2107760239 photo_id =1388146690 : pehd_pp .Change port : 1 hashtag : 495916461 photo_id =1388146704 : jrm .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .Change port : 1 hashtag : 2107755846 photo_id =1388189342 : pet_clair .can't find max_score_info .can't find max_score_info .Change port : 1 hashtag : 2107760239 photo_id =1388212092 : pehd_pp .can't find max_score_info .Change port : 1 hashtag : 2107755846 photo_id =1388217100 : pet_clair .can't find max_score_info .Change port : 1 hashtag : 495916461 photo_id =1388222138 : jrm Total photos : 409 Number of lists : 14 counter photos in port : 13 hashtag : aluminium(493546845) : 0 photos in 0 portfolios ! hashtag : ela(492741797) : 0 photos in 0 portfolios ! hashtag : emr(616987804) : 1 photos in 1 portfolios ! hashtag : film_pedb(2107760237) : 1 photos in 1 portfolios ! hashtag : flux_dev(2107760238) : 1 photos in 1 portfolios ! hashtag : jrm(495916461) : 3 photos in 3 portfolios ! hashtag : pcm(560181804) : 0 photos in 0 portfolios ! hashtag : pcnc(1284539308) : 0 photos in 0 portfolios ! hashtag : pehd_pp(2107760239) : 3 photos in 3 portfolios ! hashtag : pet_clair(2107755846) : 4 photos in 4 portfolios ! hashtag : refus(538914404) : 0 photos in 0 portfolios ! hashtag : tapis_vide(2107748999) : 0 photos in 1 portfolios ! elapsed_time : group_photo_by_moyenne_exp 0.011190652847290039 elapsed_time : compute_and_correct_tag_with_moyenne_mobile 2.384185791015625e-06 today str has not a value , we define it as the date of the first image todaystr_first : 08102025 attention , prev_timestamp is 0 , we do nothing **Unexpected type of data : ({'photo_id': 1388236925, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/6ee02e613e33a5c0ef785d833d73c4b5.jpg', 'username': None, 'uploaded_at': 1759933324, 'text': 'image_08102025_00_55_59_10354.jpg', 'time': 1759884959.010354}, 'different') Unexpected type of data : ({'photo_id': 1388236948, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/f21388a22e86e840b8daf806e6b6294c.jpg', 'username': None, 'uploaded_at': 1759933324, 'text': 'image_08102025_00_56_09_10521.jpg', 'time': 1759884969.010521}, 'duplicate') Unexpected type of data : ({'photo_id': 1388236968, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/f76d8f75077a9f56b1bb961b646a51fa.jpg', 'username': None, 'uploaded_at': 1759933324, 'text': 'image_08102025_00_56_19_9189.jpg', 'time': 1759884979.009189}, 'duplicate') Unexpected type of data : ({'photo_id': 1388236976, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/628c4f584866aaa576f9b07f33a4ea21.jpg', 'username': None, 'uploaded_at': 1759933324, 'text': 'image_08102025_00_56_29_10455.jpg', 'time': 1759884989.010455}, 'duplicate') Unexpected type of data : ({'photo_id': 1388236978, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/4a1d7ccb1a344ecf30dd15691f763e8d.jpg', 'username': None, 'uploaded_at': 1759933324, 'text': 'image_08102025_00_56_39_10386.jpg', 'time': 1759884999.010386}, 'duplicate') Unexpected type of data : ({'photo_id': 1388236980, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/a3cc3a1960d33aa87e2b111b9373df2d.jpg', 'username': None, 'uploaded_at': 1759933324, 'text': 'image_08102025_00_56_49_9173.jpg', 'time': 1759885009.009173}, 'duplicate') Unexpected type of data : ({'photo_id': 1388236988, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/ddf38f960e5760bd5a381713519e52e2.jpg', 'username': None, 'uploaded_at': 1759933383, 'text': 'image_08102025_00_56_59_10352.jpg', 'time': 1759885019.010352}, 'duplicate') Unexpected type of data : ({'photo_id': 1388236990, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/ef57ee2f9a4970558688fc4c14c8591d.jpg', 'username': None, 'uploaded_at': 1759933383, 'text': 'image_08102025_00_57_10_10520.jpg', 'time': 1759885030.01052}, 'duplicate') Unexpected type of data : ({'photo_id': 1388236993, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/a31217164264dd5d6519c5e2894bad9d.jpg', 'username': None, 'uploaded_at': 1759933383, 'text': 'image_08102025_00_57_39_10359.jpg', 'time': 1759885059.010359}, 'duplicate') Unexpected type of data : ({'photo_id': 1388236996, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/a4e837aa1554edb76df994ee3a71618b.jpg', 'username': None, 'uploaded_at': 1759933383, 'text': 'image_08102025_00_58_10_10650.jpg', 'time': 1759885090.01065}, 'duplicate') Unexpected type of data : ({'photo_id': 1388236999, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/dc6cf777d5ec30ea1273b23bd8612d2e.jpg', 'username': None, 'uploaded_at': 1759933383, 'text': 'image_08102025_00_58_19_9345.jpg', 'time': 1759885099.009345}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237002, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/35467b29bcfee2134628c4f796086c83.jpg', 'username': None, 'uploaded_at': 1759933383, 'text': 'image_08102025_00_58_29_10542.jpg', 'time': 1759885109.010542}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237017, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/d2bebd0174ba7f379192a8af2fafe82e.jpg', 'username': None, 'uploaded_at': 1759933423, 'text': 'image_08102025_00_58_39_9125.jpg', 'time': 1759885119.009125}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237019, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/85581c79fbefe774acc1a492757c7509.jpg', 'username': None, 'uploaded_at': 1759933423, 'text': 'image_08102025_00_58_49_10388.jpg', 'time': 1759885129.010388}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237024, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/5b29a38bbae93bdbe1799d49b663bb96.jpg', 'username': None, 'uploaded_at': 1759933423, 'text': 'image_08102025_00_58_59_10355.jpg', 'time': 1759885139.010355}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237030, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/6d02f738ff61217eac806c4485022925.jpg', 'username': None, 'uploaded_at': 1759933423, 'text': 'image_08102025_00_59_09_9417.jpg', 'time': 1759885149.009417}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237033, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/a3a0b213308b177605f9389506450721.jpg', 'username': None, 'uploaded_at': 1759933423, 'text': 'image_08102025_00_59_29_10442.jpg', 'time': 1759885169.010442}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237037, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/bef373c2725a11f4f67906314d10e41f.jpg', 'username': None, 'uploaded_at': 1759933423, 'text': 'image_08102025_00_59_39_9261.jpg', 'time': 1759885179.009261}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237059, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/0613f5983f4942b64a8e2f207eb149ce.jpg', 'username': None, 'uploaded_at': 1759933463, 'text': 'image_08102025_00_59_59_9522.jpg', 'time': 1759885199.009522}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237062, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/e14d53d7a16e4d8910dd12275bf5e0ac.jpg', 'username': None, 'uploaded_at': 1759933463, 'text': 'image_08102025_01_00_09_9491.jpg', 'time': 1759885209.009491}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237065, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/6206609a8fd15a4dd65c7ea792fbcb4f.jpg', 'username': None, 'uploaded_at': 1759933463, 'text': 'image_08102025_01_00_19_10452.jpg', 'time': 1759885219.010452}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237068, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/7552da22b12d6b3fa03d7070a8013ffb.jpg', 'username': None, 'uploaded_at': 1759933463, 'text': 'image_08102025_01_00_29_10357.jpg', 'time': 1759885229.010357}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237073, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/ad458a1d5f7cf6165166bc053e710d92.jpg', 'username': None, 'uploaded_at': 1759933463, 'text': 'image_08102025_01_00_49_10421.jpg', 'time': 1759885249.010421}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237077, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/6d65864327084927a5a3f673044069f7.jpg', 'username': None, 'uploaded_at': 1759933463, 'text': 'image_08102025_01_01_09_9277.jpg', 'time': 1759885269.009277}, 'duplicate') Unexpected type of data : ({'photo_id': 1388237106, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/8d9a004f21663f28ce38ee11d3e76a8d.jpg', 'username': None, 'uploaded_at': 1759933523, 'text': 'image_08102025_01_01_19_10458.jpg', 'time': 1759885279.010458}, 'different') Unexpected type of data : ({'photo_id': 1388237110, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/524efb2f75fea00e0751b8cfada9f9b2.jpg', 'username': None, 'uploaded_at': 1759933523, 'text': 'image_08102025_01_01_28_9279.jpg', 'time': 1759885288.009279}, 'different') Unexpected type of data : ({'photo_id': 1388237123, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/e79a154af5856eef38b09ba828ca6088.jpg', 'username': None, 'uploaded_at': 1759933523, 'text': 'image_08102025_01_01_39_10540.jpg', 'time': 1759885299.01054}, 'different') Unexpected type of data : ({'photo_id': 1388237130, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/b4b2dbfe62ab93fa2f712324b35508b1.jpg', 'username': None, 'uploaded_at': 1759933523, 'text': 'image_08102025_01_01_49_10370.jpg', 'time': 1759885309.01037}, 'different') Unexpected type of data : ({'photo_id': 1388237136, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/f71b3d0797c77b8315973b7c119aab73.jpg', 'username': None, 'uploaded_at': 1759933523, 'text': 'image_08102025_01_01_58_9135.jpg', 'time': 1759885318.009135}, 'different') Unexpected type of data : ({'photo_id': 1388237140, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/9646c359c3167206f3d8d1bd255ace8f.jpg', 'username': None, 'uploaded_at': 1759933523, 'text': 'image_08102025_01_02_09_10292.jpg', 'time': 1759885329.010292}, 'different') Unexpected type of data : ({'photo_id': 1388237171, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/f53c5ad17b9caedaa328fc88d0250d45.jpg', 'username': None, 'uploaded_at': 1759933583, 'text': 'image_08102025_01_02_19_10366.jpg', 'time': 1759885339.010366}, 'different') Unexpected type of data : ({'photo_id': 1388237178, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/1e8e7ab733257363c530fe1f282983a4.jpg', 'username': None, 'uploaded_at': 1759933583, 'text': 'image_08102025_01_02_30_10447.jpg', 'time': 1759885350.010447}, 'different') Unexpected type of data : ({'photo_id': 1388237181, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/407e39e995cf11d37fbe1dce28806fd8.jpg', 'username': None, 'uploaded_at': 1759933583, 'text': 'image_08102025_01_02_50_10544.jpg', 'time': 1759885370.010544}, 'different') Unexpected type of data : ({'photo_id': 1388237182, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/fc7f3edf3063a9a4c2620c95c97fb46f.jpg', 'username': None, 'uploaded_at': 1759933583, 'text': 'image_08102025_01_02_59_9134.jpg', 'time': 1759885379.009134}, 'different') Unexpected type of data : ({'photo_id': 1388237183, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/95542dfd61f8f0b785e01a582e971eb1.jpg', 'username': None, 'uploaded_at': 1759933583, 'text': 'image_08102025_01_03_09_10232.jpg', 'time': 1759885389.010232}, 'different') Unexpected type of data : ({'photo_id': 1388237185, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/0442d8c12ff55130fa97526de14cfbca.jpg', 'username': None, 'uploaded_at': 1759933583, 'text': 'image_08102025_01_03_29_9273.jpg', 'time': 1759885409.009273}, 'different') Unexpected type of data : ({'photo_id': 1388237197, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/c07b9e0ff5b33fc771f088489813eaa8.jpg', 'username': None, 'uploaded_at': 1759933624, 'text': 'image_08102025_01_03_39_10394.jpg', 'time': 1759885419.010394}, 'different') Unexpected type of data : ({'photo_id': 1388237216, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/5f40e61fcf2e069baa0079afe7d2516b.jpg', 'username': None, 'uploaded_at': 1759933624, 'text': 'image_08102025_01_03_49_10505.jpg', 'time': 1759885429.010505}, 'different') Unexpected type of data : ({'photo_id': 1388237231, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/09896797e8870e8607b46fe5c4958d26.jpg', 'username': None, 'uploaded_at': 1759933624, 'text': 'image_08102025_01_03_59_9489.jpg', 'time': 1759885439.009489}, 'different') Unexpected type of data : ({'photo_id': 1388237234, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/8d476bd19f943eb9150bfe6d3426938e.jpg', 'username': None, 'uploaded_at': 1759933624, 'text': 'image_08102025_01_04_09_9614.jpg', 'time': 1759885449.009614}, 'different') Unexpected type of data : ({'photo_id': 1388237237, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/dc30bde5d4ed7613be42b77e2365d500.jpg', 'username': None, 'uploaded_at': 1759933624, 'text': 'image_08102025_01_04_19_10417.jpg', 'time': 1759885459.010417}, 'different') Unexpected type of data : ({'photo_id': 1388237240, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/03bd14bb390fd6a0bf3aee97dcc54b3f.jpg', 'username': None, 'uploaded_at': 1759933624, 'text': 'image_08102025_01_04_29_10367.jpg', 'time': 1759885469.010367}, 'different') Unexpected type of data : ({'photo_id': 1388237257, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/3886199cb672b7152ced43bc324aeb98.jpg', 'username': None, 'uploaded_at': 1759933663, 'text': 'image_08102025_01_04_39_9158.jpg', 'time': 1759885479.009158}, 'different') Unexpected type of data : ({'photo_id': 1388237271, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/cd22f987ea0208cf3b71d2e48de4fd4e.jpg', 'username': None, 'uploaded_at': 1759933663, 'text': 'image_08102025_01_04_49_10416.jpg', 'time': 1759885489.010416}, 'different') Unexpected type of data : ({'photo_id': 1388237277, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/f2025c8e05a18abac2547aae5c4ec81f.jpg', 'username': None, 'uploaded_at': 1759933663, 'text': 'image_08102025_01_04_58_9488.jpg', 'time': 1759885498.009488}, 'different') Unexpected type of data : ({'photo_id': 1388237281, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/db8d28c8a2d174a19f175d06a5599ac8.jpg', 'username': None, 'uploaded_at': 1759933663, 'text': 'image_08102025_01_05_09_10342.jpg', 'time': 1759885509.010342}, 'different') Unexpected type of data : ({'photo_id': 1388237284, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/2b105859c01b5509a7889d618d3759d4.jpg', 'username': None, 'uploaded_at': 1759933663, 'text': 'image_08102025_01_05_30_10367.jpg', 'time': 1759885530.010367}, 'different') Unexpected type of data : ({'photo_id': 1388237288, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/56b6976691c7bcbe881821aa18dc4cf3.jpg', 'username': None, 'uploaded_at': 1759933663, 'text': 'image_08102025_01_05_39_9440.jpg', 'time': 1759885539.00944}, 'different') *Unexpected type of data : ({'photo_id': 1388237297, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/ef9793f4faa2ee5f309ee3682566287e.jpg', 'username': None, 'uploaded_at': 1759933703, 'text': 'image_08102025_01_05_59_9133.jpg', 'time': 1759885559.009133}, 'different') Unexpected type of data : ({'photo_id': 1388237320, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/554a25a518e93947e7a09c769d38ad10.jpg', 'username': None, 'uploaded_at': 1759933703, 'text': 'image_08102025_01_06_09_10418.jpg', 'time': 1759885569.010418}, 'different') Unexpected type of data : ({'photo_id': 1388237347, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/36f6991bc19e0b4fb6b2c73f0a6ce95a.jpg', 'username': None, 'uploaded_at': 1759933703, 'text': 'image_08102025_01_06_19_10361.jpg', 'time': 1759885579.010361}, 'different') Unexpected type of data : ({'photo_id': 1388237351, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/6e6e56d0e64052ff6c107d6c07a543f7.jpg', 'username': None, 'uploaded_at': 1759933703, 'text': 'image_08102025_01_06_39_10402.jpg', 'time': 1759885599.010402}, 'different') Unexpected type of data : ({'photo_id': 1388237355, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/182175f6e8fbc7e8cd52689351ecbabf.jpg', 'username': None, 'uploaded_at': 1759933703, 'text': 'image_08102025_01_06_50_10410.jpg', 'time': 1759885610.01041}, 'different') Unexpected type of data : ({'photo_id': 1388237359, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/3639608ae369e3f5d867e87e9f3207dc.jpg', 'username': None, 'uploaded_at': 1759933703, 'text': 'image_08102025_01_06_59_9226.jpg', 'time': 1759885619.009226}, 'different') Unexpected type of data : ({'photo_id': 1388237400, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/c55d930c8766a4c23fb8aa93e4e226b8.jpg', 'username': None, 'uploaded_at': 1759933743, 'text': 'image_08102025_01_07_09_10297.jpg', 'time': 1759885629.010297}, 'different') Unexpected type of data : ({'photo_id': 1388237409, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/3f8fb5ef292b9fe5f7bf35ce035a9fa1.jpg', 'username': None, 'uploaded_at': 1759933743, 'text': 'image_08102025_01_07_29_10582.jpg', 'time': 1759885649.010582}, 'different') Unexpected type of data : ({'photo_id': 1388237414, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/69d33c863db4f28f6746f3827ede837f.jpg', 'username': None, 'uploaded_at': 1759933743, 'text': 'image_08102025_01_07_49_9143.jpg', 'time': 1759885669.009143}, 'different') Unexpected type of data : ({'photo_id': 1388237419, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/0d381e0f50dbe8ddba422b38db8f2576.jpg', 'username': None, 'uploaded_at': 1759933743, 'text': 'image_08102025_01_08_29_10411.jpg', 'time': 1759885709.010411}, 'different') Unexpected type of data : ({'photo_id': 1388237424, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/5614e886251acab8bdf07c36443308d1.jpg', 'username': None, 'uploaded_at': 1759933743, 'text': 'image_08102025_01_08_39_9472.jpg', 'time': 1759885719.009472}, 'different') Unexpected type of data : ({'photo_id': 1388237432, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/710d361ccb1209a9c2b851f1fdbb3dd8.jpg', 'username': None, 'uploaded_at': 1759933743, 'text': 'image_08102025_01_08_49_10539.jpg', 'time': 1759885729.010539}, 'different') Unexpected type of data : ({'photo_id': 1388237443, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/788e006061bd905d76697113a547e254.jpg', 'username': None, 'uploaded_at': 1759933783, 'text': 'image_08102025_01_09_00_10359.jpg', 'time': 1759885740.010359}, 'different') Unexpected type of data : ({'photo_id': 1388237494, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/78e9cd580826399a315306a9a6796a66.jpg', 'username': None, 'uploaded_at': 1759933783, 'text': 'image_08102025_01_09_09_9358.jpg', 'time': 1759885749.009358}, 'different') Unexpected type of data : ({'photo_id': 1388237524, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/dbbf8901e6f9f1a5feb7cd1a3a864a49.jpg', 'username': None, 'uploaded_at': 1759933783, 'text': 'image_08102025_01_09_19_10353.jpg', 'time': 1759885759.010353}, 'different') Unexpected type of data : ({'photo_id': 1388237533, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/8439fad29cbbad612d2e501e9ac3da27.jpg', 'username': None, 'uploaded_at': 1759933783, 'text': 'image_08102025_01_09_30_10354.jpg', 'time': 1759885770.010354}, 'different') Unexpected type of data : ({'photo_id': 1388237536, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/bc0571e85ec8c1b3541e1c51731edf7c.jpg', 'username': None, 'uploaded_at': 1759933783, 'text': 'image_08102025_01_09_39_9118.jpg', 'time': 1759885779.009118}, 'different') Unexpected type of data : ({'photo_id': 1388237539, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/10/8/9b89936049081991a1665723bb209371.jpg', 'username': None, 'uploaded_at': 1759933783, 'text': 'image_08102025_01_09_49_10391.jpg', 'time': 1759885789.010391}, 'different') ***************************************************Count Time bigger than 30s : 54 #Number Photos for regression : {'08102025': {493546845: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 492741797: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 616987804: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 2107760237: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 2107760238: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 495916461: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 560181804: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 1284539308: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 2107760239: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 2107755846: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 538914404: {2107751013: 0, 2107751014: 0, 2107751015: 0, 2107751016: 0, 2107751017: 0}, 2107748999: {2107751013: 0, 2107751014: 0, 2107751015: 3279.999032020569, 2107751016: 0, 2107751017: 0}}} 08102025|aluminium, 05102018_papier_non_papier_dense:0 08102025|aluminium, 05102018_papier_non_papier_peu_dense:0 08102025|aluminium, 05102018_papier_non_papier_presque_vide:0 08102025|aluminium, 05102018_papier_non_papier_tres_dense:0 08102025|aluminium, 05102018_papier_non_papier_tres_peu_dense:0 08102025|ela, 05102018_papier_non_papier_dense:0 08102025|ela, 05102018_papier_non_papier_peu_dense:0 08102025|ela, 05102018_papier_non_papier_presque_vide:0 08102025|ela, 05102018_papier_non_papier_tres_dense:0 08102025|ela, 05102018_papier_non_papier_tres_peu_dense:0 08102025|emr, 05102018_papier_non_papier_dense:0 08102025|emr, 05102018_papier_non_papier_peu_dense:0 08102025|emr, 05102018_papier_non_papier_presque_vide:0 08102025|emr, 05102018_papier_non_papier_tres_dense:0 08102025|emr, 05102018_papier_non_papier_tres_peu_dense:0 08102025|film_pedb, 05102018_papier_non_papier_dense:0 08102025|film_pedb, 05102018_papier_non_papier_peu_dense:0 08102025|film_pedb, 05102018_papier_non_papier_presque_vide:0 08102025|film_pedb, 05102018_papier_non_papier_tres_dense:0 08102025|film_pedb, 05102018_papier_non_papier_tres_peu_dense:0 08102025|flux_dev, 05102018_papier_non_papier_dense:0 08102025|flux_dev, 05102018_papier_non_papier_peu_dense:0 08102025|flux_dev, 05102018_papier_non_papier_presque_vide:0 08102025|flux_dev, 05102018_papier_non_papier_tres_dense:0 08102025|flux_dev, 05102018_papier_non_papier_tres_peu_dense:0 08102025|jrm, 05102018_papier_non_papier_dense:0 08102025|jrm, 05102018_papier_non_papier_peu_dense:0 08102025|jrm, 05102018_papier_non_papier_presque_vide:0 08102025|jrm, 05102018_papier_non_papier_tres_dense:0 08102025|jrm, 05102018_papier_non_papier_tres_peu_dense:0 08102025|pcm, 05102018_papier_non_papier_dense:0 08102025|pcm, 05102018_papier_non_papier_peu_dense:0 08102025|pcm, 05102018_papier_non_papier_presque_vide:0 08102025|pcm, 05102018_papier_non_papier_tres_dense:0 08102025|pcm, 05102018_papier_non_papier_tres_peu_dense:0 08102025|pcnc, 05102018_papier_non_papier_dense:0 08102025|pcnc, 05102018_papier_non_papier_peu_dense:0 08102025|pcnc, 05102018_papier_non_papier_presque_vide:0 08102025|pcnc, 05102018_papier_non_papier_tres_dense:0 08102025|pcnc, 05102018_papier_non_papier_tres_peu_dense:0 08102025|pehd_pp, 05102018_papier_non_papier_dense:0 08102025|pehd_pp, 05102018_papier_non_papier_peu_dense:0 08102025|pehd_pp, 05102018_papier_non_papier_presque_vide:0 08102025|pehd_pp, 05102018_papier_non_papier_tres_dense:0 08102025|pehd_pp, 05102018_papier_non_papier_tres_peu_dense:0 08102025|pet_clair, 05102018_papier_non_papier_dense:0 08102025|pet_clair, 05102018_papier_non_papier_peu_dense:0 08102025|pet_clair, 05102018_papier_non_papier_presque_vide:0 08102025|pet_clair, 05102018_papier_non_papier_tres_dense:0 08102025|pet_clair, 05102018_papier_non_papier_tres_peu_dense:0 08102025|refus, 05102018_papier_non_papier_dense:0 08102025|refus, 05102018_papier_non_papier_peu_dense:0 08102025|refus, 05102018_papier_non_papier_presque_vide:0 08102025|refus, 05102018_papier_non_papier_tres_dense:0 08102025|refus, 05102018_papier_non_papier_tres_peu_dense:0 08102025|tapis_vide, 05102018_papier_non_papier_dense:0 08102025|tapis_vide, 05102018_papier_non_papier_peu_dense:0 08102025|tapis_vide, 05102018_papier_non_papier_presque_vide:3279.999032020569 08102025|tapis_vide, 05102018_papier_non_papier_tres_dense:0 08102025|tapis_vide, 05102018_papier_non_papier_tres_peu_dense:0 #Number Photos for regression amount gros magasin papier (time_diff then nb_photo) : We have not displayed the number of photos removed for one material since Rungis_Papier wasn't in the thcl used ! 08102025_time_diff_distrib Number amount portfolio for this type of dechet : aluminium 0 Number amount portfolio for this type of dechet : ela 0 Number amount portfolio for this type of dechet : emr 0 Number amount portfolio for this type of dechet : film_pedb 0 Number amount portfolio for this type of dechet : flux_dev 0 Number amount portfolio for this type of dechet : jrm 0 Number amount portfolio for this type of dechet : pcm 0 Number amount portfolio for this type of dechet : pcnc 0 Number amount portfolio for this type of dechet : pehd_pp 0 Number amount portfolio for this type of dechet : pet_clair 0 Number amount portfolio for this type of dechet : refus 0 Number amount portfolio for this type of dechet : tapis_vide 290 Created to study and clean : 27603653 with name like 08102025_tapis_vide_05102018_papier_non_papier_presque_vide NUMBER BATCH : 14 list_ponderation used : [0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001] , list_hashtag_class_create_as_list : ['emr', 'gm', 'jrm', 'ela', 'pet_clair', 'film_pedb', 'pehd_pp', 'flux_dev', 'aluminium', 'tapis_vide', 'refus', 'emr', 'gm'] We have rejected 13 photos because of the batch_size condition ! NUMBER BATCH list_of_portfolios_to_create : 0 elapsed_time : count_nb_balles_and_create_portfolio 3.9134652614593506 # DISPLAY ALL COLLECTED DATA : {'08102025': {'nb_upload': 409, 'nb_taggue_class': 343, 'nb_taggue_densite': 343, 'nb_descriptors': 37, 'number_port': 14, 'count_photo_in_port': 13, 'nb_port_per_class': {'aluminium': {'nb_photos': 0, 'nb_portfolios': 0}, 'ela': {'nb_photos': 0, 'nb_portfolios': 0}, 'emr': {'nb_photos': 1, 'nb_portfolios': 1}, 'film_pedb': {'nb_photos': 1, 'nb_portfolios': 1}, 'flux_dev': {'nb_photos': 1, 'nb_portfolios': 1}, 'jrm': {'nb_photos': 3, 'nb_portfolios': 3}, 'pcm': {'nb_photos': 0, 'nb_portfolios': 0}, 'pcnc': {'nb_photos': 0, 'nb_portfolios': 0}, 'pehd_pp': {'nb_photos': 3, 'nb_portfolios': 3}, 'pet_clair': {'nb_photos': 4, 'nb_portfolios': 4}, 'refus': {'nb_photos': 0, 'nb_portfolios': 0}, 'tapis_vide': {'nb_photos': 0, 'nb_portfolios': 1}}}} Inside saveOutput : final : True verbose : 0 saveOutput not yet implemented for datou_step.type : split_time_score we use saveGeneral [1388237539, 1388237536, 1388237533, 1388237524, 1388237494, 1388237443, 1388237432, 1388237424, 1388237419, 1388237414, 1388237409, 1388237400, 1388237359, 1388237355, 1388237351, 1388237347, 1388237320, 1388237297, 1388237288, 1388237284, 1388237281, 1388237277, 1388237271, 1388237257, 1388237240, 1388237237, 1388237234, 1388237231, 1388237216, 1388237197, 1388237185, 1388237183, 1388237182, 1388237181, 1388237178, 1388237171, 1388237140, 1388237136, 1388237130, 1388237123, 1388237110, 1388237106, 1388237077, 1388237073, 1388237068, 1388237065, 1388237062, 1388237059, 1388237037, 1388237033, 1388237030, 1388237024, 1388237019, 1388237017, 1388237002, 1388236999, 1388236996, 1388236993, 1388236990, 1388236988, 1388236980, 1388236978, 1388236976, 1388236968, 1388236948, 1388236925, 1388234518, 1388234514, 1388234511, 1388234508, 1388234506, 1388234504, 1388234479, 1388234476, 1388234472, 1388234467, 1388234454, 1388234448, 1388234393, 1388234384, 1388234379, 1388234366, 1388234343, 1388234341, 1388234283, 1388234270, 1388234251, 1388234249, 1388234246, 1388234230, 1388234213, 1388234209, 1388234206, 1388234205, 1388234204, 1388234202, 1388234191, 1388234184, 1388234180, 1388234176] Looping around the photos to save general results len do output : 1 /27589362Didn'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 ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237539', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237536', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237533', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237524', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237494', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237443', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237432', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237424', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237419', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237414', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237409', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237400', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237359', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237355', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237351', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237347', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237320', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237297', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237288', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237284', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237281', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237277', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237271', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237257', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237240', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237237', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237234', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237231', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237216', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237197', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237185', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237183', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237182', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237181', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237178', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237171', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237140', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237136', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237130', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388237123', None, 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'1388234184', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388234180', None, None, None, None, None, '3886377') ('4891', None, None, None, None, None, None, None, '3886377') ('4891', '27589362', '1388234176', None, None, None, None, None, '3886377') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 101 time used for this insertion : 0.0455780029296875 save_final save missing photos in datou_result : time spend for datou_step_exec : 7.663146018981934 time spend to save output : 0.04719233512878418 total time spend for step 1 : 7.710338354110718 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 1.82user 0.61system 0:12.14elapsed 20%CPU (0avgtext+0avgdata 104484maxresident)k 232inputs+496outputs (0major+49415minor)pagefaults 0swaps