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 : 1330291 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 we have a portfolio with more photos than limit : 3967>1000 please execute split_portfolio.py -i 22270581 -l 1000 size over we load limit photo not treated list_input_json: {} Current got : datou_id : 4891, datou_cur_ids : ['2746766'] with mtr_portfolio_ids : ['22270581'] and first list_photo_ids : [] new path : /proc/1330291/ 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 : 0.038970232009887695 About to test input to load Calling datou_exec Inside datou_exec : verbose : 0 number of steps : 1 step1:split_time_score Tue Apr 22 06:00:31 2025 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec 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'}] (('06', 225), ('07', 197), ('08', 201), ('09', 215), ('10', 224), ('11', 220), ('12', 188), ('13', 206), ('14', 236), ('15', 233), ('16', 246), ('17', 245), ('18', 210), ('19', 201), ('20', 225), ('21', 227), ('22', 247), ('23', 221)) ERROR counted https://github.com/fotonower/Velours/issues/663#issuecomment-421136223 {1: 3931} 21042025 22270581 Nombre de photos uploadées : 3967 / 23040 (17%) 21042025 22270581 Nombre de photos taguées (types de déchets): 3931 / 3967 (99%) 21042025 22270581 Nombre de photos taguées (volume) : 3931 / 3967 (99%) elapsed_time : load_data_split_time_score 4.5299530029296875e-06 elapsed_time : order_list_meta_photo_and_scores 0.0011484622955322266 ???????????????????????????????????? elapsed_time : fill_and_build_computed_from_old_data 0.19917941093444824 elapsed_time : insert_dashboard_record_day_entry 0.023349761962890625 Creating list_photo_total elapsed_time : select_descriptors 1.6288130283355713 21042025 22270581 Nombre de photos avec descriptors (type 6092) : 23 / 36 (63%) Missing descriptors for photos 0 and 1352352376 0:00:00|ON:Missing descriptors for photos 1352352376 and 1352352407 Missing descriptors for photos 1352352407 and 1352352770 Missing descriptors for photos 1352352770 and 1352352800 Missing descriptors for photos 1352352800 and 1352352828 Missing descriptors for photos 1352352828 and 1352352859 Missing descriptors for photos 1352352859 and 1352352893 Missing descriptors for photos 1352352893 and 1352352902 Missing descriptors for photos 1352352902 and 1352352903 Missing descriptors for 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Missing descriptors for photos 1352489300 and 1352489330 Missing descriptors for photos 1352489330 and 1352489332 Missing descriptors for photos 1352489332 and 1352489334 Missing descriptors for photos 1352489334 and 1352489338 Missing descriptors for photos 1352489338 and 1352489343 Missing descriptors for photos 1352489343 and 1352489381 Missing descriptors for photos 1352489381 and 1352489386 Missing descriptors for photos 1352489386 and 1352489390 Missing descriptors for photos 1352489390 and 1352489395 Missing descriptors for photos 1352489395 and 1352489401 Missing descriptors for photos 1352489401 and 1352489403 Missing descriptors for photos 1352489403 and 1352489405 Missing descriptors for photos 1352489405 and 1352489412 Missing descriptors for photos 1352489412 and 1352489417 Missing descriptors for photos 1352489417 and 1352489423 Missing descriptors for photos 1352489423 and 1352489444 Missing descriptors for photos 1352489444 and 1352489448 Missing descriptors for photos 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Missing descriptors for photos 1352489606 and 1352489629 Missing descriptors for photos 1352489629 and 1352489632 Missing descriptors for photos 1352489632 and 1352489634 Missing descriptors for photos 1352489634 and 1352489660 Missing descriptors for photos 1352489660 and 1352489663 Missing descriptors for photos 1352489663 and 1352489666 Missing descriptors for photos 1352489666 and 1352489700 Missing descriptors for photos 1352489700 and 1352489705 Missing descriptors for photos 1352489705 and 1352490158 Missing descriptors for photos 1352490158 and 1352490213 Missing descriptors for photos 1352490213 and 1352490523 Missing descriptors for photos 1352490523 and 1352490582 Missing descriptors for photos 1352490582 and 1352491611 Missing descriptors for photos 1352491611 and 1352491683 Missing descriptors for photos 1352491683 and 1352491719 Missing descriptors for photos 1352491719 and 1352491731 Missing descriptors for photos 1352491731 and 1352491736 Missing descriptors for photos 1352491736 and 1352491750 Missing descriptors for photos 1352491750 and 1352491781 21042025 Removing 6 photos because of the 'same image' condition Total on : 30459.999222 list_time_on Total off : 98.999268 list_time_off dist_desc begin to insert list_values into photo_hahstag_ids : length of list_valuse in save_photo_hashtag_id_type : 3967 time used for this insertion : 0.575739860534668 photos_removed : len 6 elapsed_time : remove_photo_duplicate 0.7505984306335449 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 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 0.035222768783569336 Total photos : 3967 .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find 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max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info .can't find max_score_info Total photos : 3967 Number of lists : 0 counter photos in port : 0 hashtag : aluminium(493546845) : 0 photos in 0 portfolios ! hashtag : ela(492741797) : 0 photos in 0 portfolios ! hashtag : emr(616987804) : 0 photos in 0 portfolios ! hashtag : film_pedb(2107760237) : 0 photos in 0 portfolios ! hashtag : flux_dev(2107760238) : 0 photos in 0 portfolios ! hashtag : jrm(495916461) : 0 photos in 0 portfolios ! hashtag : pcm(560181804) : 0 photos in 0 portfolios ! hashtag : pcnc(1284539308) : 0 photos in 0 portfolios ! hashtag : pehd_pp(2107760239) : 0 photos in 0 portfolios ! hashtag : pet_clair(2107755846) : 0 photos in 0 portfolios ! hashtag : refus(538914404) : 0 photos in 0 portfolios ! hashtag : tapis_vide(2107748999) : 0 photos in 0 portfolios ! elapsed_time : group_photo_by_moyenne_exp 0.1325664520263672 elapsed_time : compute_and_correct_tag_with_moyenne_mobile 3.814697265625e-06 today str has not a value , we define it as the date of the first image todaystr_first : 21042025 attention , prev_timestamp is 0 , we do nothing *Unexpected type of data : ({'photo_id': 1352353269, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/5ed57ec7883c19d11f6bcce4fc9b7856.jpg', 'username': None, 'uploaded_at': 1745208323, 'text': 'image_21042025_06_04_15_10361.jpg', 'time': 1745215455.010361}, 'different') ***************************************************Unexpected type of data : ({'photo_id': 1352358069, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/090013baee4dbe2294a4c8919b876d61.jpg', 'username': None, 'uploaded_at': 1745214803, 'text': 'image_21042025_07_52_45_10410.jpg', 'time': 1745221965.01041}, 'different') Unexpected type of data : ({'photo_id': 1352358087, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/f077e11cd1f04894d6e00ce3319f1d95.jpg', 'username': None, 'uploaded_at': 1745214863, 'text': 'image_21042025_07_52_54_9193.jpg', 'time': 1745221974.009193}, 'duplicate') *Unexpected type of data : ({'photo_id': 1352358117, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/ef94d4267bd57750893452d2b5445e43.jpg', 'username': None, 'uploaded_at': 1745214923, 'text': 'image_21042025_07_53_55_10418.jpg', 'time': 1745222035.010418}, 'different') *****************************************************************************Unexpected type of data : ({'photo_id': 1352371440, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/2c436cd2a06b61b8aa7c07f9bf4c6026.jpg', 'username': None, 'uploaded_at': 1745225542, 'text': 'image_21042025_10_51_04_9421.jpg', 'time': 1745232664.009421}, 'different') **********************************Unexpected type of data : ({'photo_id': 1352380303, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/70f8dd57fef06b7337f74bb85be1c9ae.jpg', 'username': None, 'uploaded_at': 1745230642, 'text': 'image_21042025_12_15_54_10360.jpg', 'time': 1745237754.01036}, 'different') **Unexpected type of data : ({'photo_id': 1352380469, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/877e505ca7ec23715202e5cb0a31ec2b.jpg', 'username': None, 'uploaded_at': 1745230762, 'text': 'image_21042025_12_18_34_9193.jpg', 'time': 1745237914.009193}, 'different') ***********Unexpected type of data : ({'photo_id': 1352383551, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/72648079b6dd47d395a785b2094fa099.jpg', 'username': None, 'uploaded_at': 1745231903, 'text': 'image_21042025_12_37_35_10429.jpg', 'time': 1745239055.010429}, 'different') Unexpected type of data : ({'photo_id': 1352383697, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/2be06cbc54cb25ed5225207496776989.jpg', 'username': None, 'uploaded_at': 1745231963, 'text': 'image_21042025_12_38_05_10747.jpg', 'time': 1745239085.010747}, 'different') Unexpected type of data : ({'photo_id': 1352383716, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/48186063018339b511a15dbd07657307.jpg', 'username': None, 'uploaded_at': 1745231963, 'text': 'image_21042025_12_38_44_9270.jpg', 'time': 1745239124.00927}, 'duplicate') *Unexpected type of data : ({'photo_id': 1352383821, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/d2b90ee33eee5b61cbef24ad3fc8f488.jpg', 'username': None, 'uploaded_at': 1745232023, 'text': 'image_21042025_12_39_14_9196.jpg', 'time': 1745239154.009196}, 'different') *Unexpected type of data : ({'photo_id': 1352384305, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/7a7365d982648535e6df4f0416c57004.jpg', 'username': None, 'uploaded_at': 1745232142, 'text': 'image_21042025_12_41_15_10393.jpg', 'time': 1745239275.010393}, 'different') Unexpected type of data : ({'photo_id': 1352384386, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/81d7dee166808aef01ada78d00999266.jpg', 'username': None, 'uploaded_at': 1745232282, 'text': 'image_21042025_12_43_44_9105.jpg', 'time': 1745239424.009105}, 'different') **********Unexpected type of data : ({'photo_id': 1352385999, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/d5afe179e169764fbc560cb942bf261e.jpg', 'username': None, 'uploaded_at': 1745233283, 'text': 'image_21042025_13_00_05_10682.jpg', 'time': 1745240405.010682}, 'different') **Unexpected type of data : ({'photo_id': 1352387484, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/554d060f3f812ee29f311abdab6484e7.jpg', 'username': None, 'uploaded_at': 1745233462, 'text': 'image_21042025_13_03_14_10388.jpg', 'time': 1745240594.010388}, 'different') *****Unexpected type of data : ({'photo_id': 1352389860, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/88f4698c54e2634011f32e36ffc7622f.jpg', 'username': None, 'uploaded_at': 1745234163, 'text': 'image_21042025_13_15_15_10386.jpg', 'time': 1745241315.010386}, 'different') ************Unexpected type of data : ({'photo_id': 1352393184, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/29fd2876465abc1912d8d62cf5d61538.jpg', 'username': None, 'uploaded_at': 1745235383, 'text': 'image_21042025_13_35_15_10348.jpg', 'time': 1745242515.010348}, 'different') **Unexpected type of data : ({'photo_id': 1352393483, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/6424d21c648d9e921aaaaaf5e9f6e27e.jpg', 'username': None, 'uploaded_at': 1745235502, 'text': 'image_21042025_13_36_54_10352.jpg', 'time': 1745242614.010352}, 'different') Unexpected type of data : ({'photo_id': 1352393543, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/0d3abe8a20966882ceddd8ef46412ade.jpg', 'username': None, 'uploaded_at': 1745235502, 'text': 'image_21042025_13_37_14_9115.jpg', 'time': 1745242634.009115}, 'different') **********Unexpected type of data : ({'photo_id': 1352402225, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/1ad071f6da494e50b01f528eb651d616.jpg', 'username': None, 'uploaded_at': 1745237123, 'text': 'image_21042025_14_04_45_10391.jpg', 'time': 1745244285.010391}, 'different') Unexpected type of data : ({'photo_id': 1352402538, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/d746d6999c934964dd6eb535a675a785.jpg', 'username': None, 'uploaded_at': 1745237183, 'text': 'image_21042025_14_04_55_10428.jpg', 'time': 1745244295.010428}, 'different') ***Unexpected type of data : ({'photo_id': 1352404042, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/57aa9136238530a8f2a1435f008608de.jpg', 'username': None, 'uploaded_at': 1745237602, 'text': 'image_21042025_14_12_15_10350.jpg', 'time': 1745244735.01035}, 'different') ***Unexpected type of data : ({'photo_id': 1352404309, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/abf3185210bd6c43833cd9b6d11bde15.jpg', 'username': None, 'uploaded_at': 1745238022, 'text': 'image_21042025_14_19_04_9454.jpg', 'time': 1745245144.009454}, 'different') Unexpected type of data : ({'photo_id': 1352404341, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/99d5c52f10d6cfbdd4f6de18ee57e131.jpg', 'username': None, 'uploaded_at': 1745238022, 'text': 'image_21042025_14_19_25_10353.jpg', 'time': 1745245165.010353}, 'different') Unexpected type of data : ({'photo_id': 1352404357, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/0ef9e7dbceb0844f20e295e6562d68f0.jpg', 'username': None, 'uploaded_at': 1745238082, 'text': 'image_21042025_14_20_24_9105.jpg', 'time': 1745245224.009105}, 'different') *Unexpected type of data : ({'photo_id': 1352404548, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/566e4f4163a79d95d2cadfbb3cd6ce19.jpg', 'username': None, 'uploaded_at': 1745238382, 'text': 'image_21042025_14_24_54_10320.jpg', 'time': 1745245494.01032}, 'different') Unexpected type of data : ({'photo_id': 1352404552, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/78fd4eaad1d1279529249a1f615fd5bd.jpg', 'username': None, 'uploaded_at': 1745238382, 'text': 'image_21042025_14_25_05_10603.jpg', 'time': 1745245505.010603}, 'duplicate') Unexpected type of data : ({'photo_id': 1352404555, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/a03e7ad3b418a49bce6100f0b77df6cd.jpg', 'username': None, 'uploaded_at': 1745238382, 'text': 'image_21042025_14_25_24_10349.jpg', 'time': 1745245524.010349}, 'duplicate') Unexpected type of data : ({'photo_id': 1352404559, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/b62d534ed1bcbba6c8f02bbfb3e48b13.jpg', 'username': None, 'uploaded_at': 1745238382, 'text': 'image_21042025_14_25_35_10317.jpg', 'time': 1745245535.010317}, 'duplicate') **Unexpected type of data : ({'photo_id': 1352404625, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/f7214711477c4b0d4f92d3eb434c4267.jpg', 'username': None, 'uploaded_at': 1745238502, 'text': 'image_21042025_14_27_25_10382.jpg', 'time': 1745245645.010382}, 'different') Unexpected type of data : ({'photo_id': 1352404702, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/5a7dfb88dee92e0efd48c72e3c88cd15.jpg', 'username': None, 'uploaded_at': 1745238622, 'text': 'image_21042025_14_28_44_10330.jpg', 'time': 1745245724.01033}, 'different') Unexpected type of data : ({'photo_id': 1352404707, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/dbc13fedcd3c047e889510af7d83d375.jpg', 'username': None, 'uploaded_at': 1745238622, 'text': 'image_21042025_14_29_04_9418.jpg', 'time': 1745245744.009418}, 'duplicate') **Unexpected type of data : ({'photo_id': 1352405447, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/4790b9817ad43e50be03d6dc7a982d1a.jpg', 'username': None, 'uploaded_at': 1745238922, 'text': 'image_21042025_14_34_44_9231.jpg', 'time': 1745246084.009231}, 'different') *Unexpected type of data : ({'photo_id': 1352405940, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/d809b6eab08f969e8437a4cd42c9be3b.jpg', 'username': None, 'uploaded_at': 1745239102, 'text': 'image_21042025_14_36_54_9167.jpg', 'time': 1745246214.009167}, 'different') **Unexpected type of data : ({'photo_id': 1352406555, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/2f3b6fc799859f5d7d7531fc4025b0f6.jpg', 'username': None, 'uploaded_at': 1745239462, 'text': 'image_21042025_14_42_45_10353.jpg', 'time': 1745246565.010353}, 'different') *******Unexpected type of data : ({'photo_id': 1352410478, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_3b171620e76e4af496c5fd050759c9f0/media.fotonower.com/2025/4/21/ac1feb6ec625ea99b39ca9d70722f7e2.jpg', 'username': None, 'uploaded_at': 1745240603, 'text': 'image_21042025_15_02_35_10371.jpg', 'time': 1745247755.010371}, 'different') ****************************************************************************************************************************************************************************************************Count Time bigger than 30s : 437 #Number Photos for regression : {'21042025': {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: 64578.99837708473, 2107751016: 0, 2107751017: 0}}} 21042025|aluminium, 05102018_papier_non_papier_dense:0 21042025|aluminium, 05102018_papier_non_papier_peu_dense:0 21042025|aluminium, 05102018_papier_non_papier_presque_vide:0 21042025|aluminium, 05102018_papier_non_papier_tres_dense:0 21042025|aluminium, 05102018_papier_non_papier_tres_peu_dense:0 21042025|ela, 05102018_papier_non_papier_dense:0 21042025|ela, 05102018_papier_non_papier_peu_dense:0 21042025|ela, 05102018_papier_non_papier_presque_vide:0 21042025|ela, 05102018_papier_non_papier_tres_dense:0 21042025|ela, 05102018_papier_non_papier_tres_peu_dense:0 21042025|emr, 05102018_papier_non_papier_dense:0 21042025|emr, 05102018_papier_non_papier_peu_dense:0 21042025|emr, 05102018_papier_non_papier_presque_vide:0 21042025|emr, 05102018_papier_non_papier_tres_dense:0 21042025|emr, 05102018_papier_non_papier_tres_peu_dense:0 21042025|film_pedb, 05102018_papier_non_papier_dense:0 21042025|film_pedb, 05102018_papier_non_papier_peu_dense:0 21042025|film_pedb, 05102018_papier_non_papier_presque_vide:0 21042025|film_pedb, 05102018_papier_non_papier_tres_dense:0 21042025|film_pedb, 05102018_papier_non_papier_tres_peu_dense:0 21042025|flux_dev, 05102018_papier_non_papier_dense:0 21042025|flux_dev, 05102018_papier_non_papier_peu_dense:0 21042025|flux_dev, 05102018_papier_non_papier_presque_vide:0 21042025|flux_dev, 05102018_papier_non_papier_tres_dense:0 21042025|flux_dev, 05102018_papier_non_papier_tres_peu_dense:0 21042025|jrm, 05102018_papier_non_papier_dense:0 21042025|jrm, 05102018_papier_non_papier_peu_dense:0 21042025|jrm, 05102018_papier_non_papier_presque_vide:0 21042025|jrm, 05102018_papier_non_papier_tres_dense:0 21042025|jrm, 05102018_papier_non_papier_tres_peu_dense:0 21042025|pcm, 05102018_papier_non_papier_dense:0 21042025|pcm, 05102018_papier_non_papier_peu_dense:0 21042025|pcm, 05102018_papier_non_papier_presque_vide:0 21042025|pcm, 05102018_papier_non_papier_tres_dense:0 21042025|pcm, 05102018_papier_non_papier_tres_peu_dense:0 21042025|pcnc, 05102018_papier_non_papier_dense:0 21042025|pcnc, 05102018_papier_non_papier_peu_dense:0 21042025|pcnc, 05102018_papier_non_papier_presque_vide:0 21042025|pcnc, 05102018_papier_non_papier_tres_dense:0 21042025|pcnc, 05102018_papier_non_papier_tres_peu_dense:0 21042025|pehd_pp, 05102018_papier_non_papier_dense:0 21042025|pehd_pp, 05102018_papier_non_papier_peu_dense:0 21042025|pehd_pp, 05102018_papier_non_papier_presque_vide:0 21042025|pehd_pp, 05102018_papier_non_papier_tres_dense:0 21042025|pehd_pp, 05102018_papier_non_papier_tres_peu_dense:0 21042025|pet_clair, 05102018_papier_non_papier_dense:0 21042025|pet_clair, 05102018_papier_non_papier_peu_dense:0 21042025|pet_clair, 05102018_papier_non_papier_presque_vide:0 21042025|pet_clair, 05102018_papier_non_papier_tres_dense:0 21042025|pet_clair, 05102018_papier_non_papier_tres_peu_dense:0 21042025|refus, 05102018_papier_non_papier_dense:0 21042025|refus, 05102018_papier_non_papier_peu_dense:0 21042025|refus, 05102018_papier_non_papier_presque_vide:0 21042025|refus, 05102018_papier_non_papier_tres_dense:0 21042025|refus, 05102018_papier_non_papier_tres_peu_dense:0 21042025|tapis_vide, 05102018_papier_non_papier_dense:0 21042025|tapis_vide, 05102018_papier_non_papier_peu_dense:0 21042025|tapis_vide, 05102018_papier_non_papier_presque_vide:64578.99837708473 21042025|tapis_vide, 05102018_papier_non_papier_tres_dense:0 21042025|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 ! 21042025_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 3929 https://marlene.fotonower.com/api/v1/secured/portfolio/new?name=21042025_tapis_vide_05102018_papier_non_papier_presque_vide&access_token=e7e3b500bcaff4304bc4fea92faa736f Created to study and clean : 22284883 with name like 21042025_tapis_vide_05102018_papier_non_papier_presque_vide NUMBER BATCH : 0 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 0 photos because of the batch_size condition ! NUMBER BATCH list_of_portfolios_to_create : 0 elapsed_time : count_nb_balles_and_create_portfolio 1.7318012714385986 # DISPLAY ALL COLLECTED DATA : {'21042025': {'nb_upload': 3967, 'nb_taggue_class': 3931, 'nb_taggue_densite': 3931, 'nb_descriptors': 23, 'number_port': 0, 'count_photo_in_port': 0, 'nb_port_per_class': {'aluminium': {'nb_photos': 0, 'nb_portfolios': 0}, 'ela': {'nb_photos': 0, 'nb_portfolios': 0}, 'emr': {'nb_photos': 0, 'nb_portfolios': 0}, 'film_pedb': {'nb_photos': 0, 'nb_portfolios': 0}, 'flux_dev': {'nb_photos': 0, 'nb_portfolios': 0}, 'jrm': {'nb_photos': 0, 'nb_portfolios': 0}, 'pcm': {'nb_photos': 0, 'nb_portfolios': 0}, 'pcnc': {'nb_photos': 0, 'nb_portfolios': 0}, 'pehd_pp': {'nb_photos': 0, 'nb_portfolios': 0}, 'pet_clair': {'nb_photos': 0, 'nb_portfolios': 0}, 'refus': {'nb_photos': 0, 'nb_portfolios': 0}, 'tapis_vide': {'nb_photos': 0, 'nb_portfolios': 0}}}} Inside saveOutput : final : True verbose : 0 saveOutput not yet implemented for datou_step.type : split_time_score we use saveGeneral [1352491781, 1352491750, 1352491736, 1352491731, 1352491719, 1352491683, 1352491611, 1352490582, 1352490523, 1352490213, 1352490158, 1352489705, 1352489700, 1352489666, 1352489663, 1352489660, 1352489634, 1352489632, 1352489629, 1352489606, 1352489598, 1352489596, 1352489593, 1352489570, 1352489566, 1352489561, 1352489558, 1352489534, 1352489530, 1352489526, 1352489523, 1352489521, 1352489493, 1352489490, 1352489486, 1352489484, 1352489451, 1352489448, 1352489444, 1352489423, 1352489417, 1352489412, 1352489405, 1352489403, 1352489401, 1352489395, 1352489390, 1352489386, 1352489381, 1352489343, 1352489338, 1352489334, 1352489332, 1352489330, 1352489300, 1352489296, 1352489292, 1352489268, 1352489263, 1352489260, 1352489257, 1352489225, 1352489222, 1352489209, 1352489203, 1352489196, 1352489172, 1352489166, 1352489164, 1352489161, 1352489134, 1352489130, 1352489128, 1352489123, 1352489093, 1352489090, 1352489085, 1352489081, 1352489046, 1352489044, 1352489042, 1352489016, 1352489015, 1352489014, 1352488996, 1352488993, 1352488991, 1352488988, 1352488963, 1352488957, 1352488953, 1352488951, 1352488927, 1352488924, 1352488903, 1352488898, 1352488895, 1352488892, 1352488891, 1352488889] Looping around the photos to save general results len do output : 1 /22270581Didn'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, '2746766') ('4891', '22270581', '1352491781', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352491750', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352491736', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352491731', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352491719', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352491683', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352491611', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352490582', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352490523', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352490213', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352490158', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489705', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489700', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489666', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489663', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489660', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489634', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489632', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489629', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489606', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489598', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489596', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489593', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489570', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489566', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489561', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489558', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489534', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489530', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489526', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489523', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489521', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489493', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489490', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489486', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489484', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489451', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489448', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489444', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489423', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489417', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489412', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489405', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489403', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489401', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489395', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489390', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489386', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489381', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489343', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489338', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489334', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489332', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489330', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489300', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489296', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489292', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489268', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489263', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489260', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489257', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489225', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489222', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489209', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489203', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489196', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489172', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489166', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489164', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489161', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489134', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489130', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489128', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489123', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489093', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489090', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489085', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489081', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489046', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489044', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489042', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489016', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489015', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352489014', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488996', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488993', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488991', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488988', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488963', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488957', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488953', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488951', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488927', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488924', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488903', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488898', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488895', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488892', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488891', None, None, None, None, None, '2746766') ('4891', None, None, None, None, None, None, None, '2746766') ('4891', '22270581', '1352488889', None, None, None, None, None, '2746766') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 101 time used for this insertion : 0.02666640281677246 save_final save missing photos in datou_result : time spend for datou_step_exec : 5.030908584594727 time spend to save output : 0.027349233627319336 total time spend for step 1 : 5.058257818222046 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 2.27user 0.62system 0:09.76elapsed 29%CPU (0avgtext+0avgdata 129088maxresident)k 656inputs+928outputs (1major+55782minor)pagefaults 0swaps