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 : 2720252 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: {} Date 2026-03-30 08:00:30.308045 Current got : datou_id : 4891, datou_cur_ids : ['4369584'] with mtr_portfolio_ids : ['30905509'] and first list_photo_ids : [] new path : /proc/2720252/ 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 , we have missing 0 photos in the step downloads : photo missing : [] try to delete the photos missing in DB time to download the photos : 0.0206146240234375 About to test input to load Calling datou_exec Inside datou_exec : verbose : 0 number of steps : 1 step1:split_time_score Mon Mar 30 08:00:30 2026 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec 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', 61),) ERROR counted https://github.com/fotonower/Velours/issues/663#issuecomment-421136223 {} 30032026 30905509 Nombre de photos uploadées : 61 / 23040 (0%) 30032026 30905509 Nombre de photos taguées (types de déchets): 0 / 61 (0%) 30032026 30905509 Nombre de photos taguées (volume) : 0 / 61 (0%) elapsed_time : load_data_split_time_score 2.384185791015625e-06 elapsed_time : order_list_meta_photo_and_scores 7.3909759521484375e-06 ????????????????????????????????????????????????????????????? elapsed_time : fill_and_build_computed_from_old_data 0.004168510437011719 Catched exception ! Connect or reconnect ! Catched exception ! Connect or reconnect ! elapsed_time : insert_dashboard_record_day_entry 0.22343969345092773 Creating list_photo_total elapsed_time : select_descriptors 0.02913188934326172 30032026 30905509 Nombre de photos avec descriptors (type 6092) : 0 / 61 (0%) Missing descriptors for photos 0 and 1414324189 0:00:00|ON:Missing descriptors for photos 1414324189 and 1414324190 Missing descriptors for photos 1414324190 and 1414324204 Missing descriptors for photos 1414324204 and 1414324205 Missing descriptors for photos 1414324205 and 1414324206 Missing descriptors for photos 1414324206 and 1414324210 Missing descriptors for photos 1414324210 and 1414324213 Missing descriptors for photos 1414324213 and 1414324214 Missing descriptors for photos 1414324214 and 1414324215 Missing descriptors for photos 1414324215 and 1414324216 Missing descriptors for photos 1414324216 and 1414324221 Missing descriptors for photos 1414324221 and 1414324223 Missing descriptors for photos 1414324223 and 1414324345 Missing descriptors for photos 1414324345 and 1414324497 Missing descriptors for photos 1414324497 and 1414324535 Missing descriptors for photos 1414324535 and 1414324633 Missing descriptors for photos 1414324633 and 1414324648 Missing descriptors for photos 1414324648 and 1414324649 Missing descriptors for photos 1414324649 and 1414324650 Missing descriptors for photos 1414324650 and 1414324651 Missing descriptors for photos 1414324651 and 1414324652 Missing descriptors for photos 1414324652 and 1414324653 Missing descriptors for photos 1414324653 and 1414324654 Missing descriptors for photos 1414324654 and 1414324657 Missing descriptors for photos 1414324657 and 1414325239 Missing descriptors for photos 1414325239 and 1414325243 Missing descriptors for photos 1414325243 and 1414325244 Missing descriptors for photos 1414325244 and 1414325245 Missing descriptors for photos 1414325245 and 1414325246 Missing descriptors for photos 1414325246 and 1414325247 Missing descriptors for photos 1414325247 and 1414325250 Missing descriptors for photos 1414325250 and 1414325251 Missing descriptors for photos 1414325251 and 1414325252 Missing descriptors for photos 1414325252 and 1414325253 Missing descriptors for photos 1414325253 and 1414325254 Missing descriptors for photos 1414325254 and 1414325257 Missing descriptors for photos 1414325257 and 1414325258 Missing descriptors for photos 1414325258 and 1414325261 Missing descriptors for photos 1414325261 and 1414325262 Missing descriptors for photos 1414325262 and 1414325263 Missing descriptors for photos 1414325263 and 1414325272 Missing descriptors for photos 1414325272 and 1414325274 Missing descriptors for photos 1414325274 and 1414325275 Missing descriptors for photos 1414325275 and 1414325276 Missing descriptors for photos 1414325276 and 1414325277 Missing descriptors for photos 1414325277 and 1414325278 Missing descriptors for photos 1414325278 and 1414325281 Missing descriptors for photos 1414325281 and 1414325282 Missing descriptors for photos 1414325282 and 1414325283 Missing descriptors for photos 1414325283 and 1414325284 Missing descriptors for photos 1414325284 and 1414325285 Missing descriptors for photos 1414325285 and 1414325288 Missing descriptors for photos 1414325288 and 1414325289 Missing descriptors for photos 1414325289 and 1414325290 Missing descriptors for photos 1414325290 and 1414325291 Missing descriptors for photos 1414325291 and 1414325292 Missing descriptors for photos 1414325292 and 1414325293 Missing descriptors for photos 1414325293 and 1414325294 Missing descriptors for photos 1414325294 and 1414325295 Missing descriptors for photos 1414325295 and 1414325296 Missing descriptors for photos 1414325296 and 1414325297 30032026 Removing 0 photos because of the 'same image' condition Total on : 0 Total off : 0.0 list_time_off Warning in study_and_display_distrib_list : min=max : 0.0 0.0 dist_desc Warning in study_and_display_distrib_list : min=max : -1 -1 begin to insert list_values into photo_hahstag_ids : length of list_valuse in save_photo_hashtag_id_type : 61 time used for this insertion : 0.01873779296875 photos_removed : len 0 elapsed_time : remove_photo_duplicate 0.05504035949707031 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 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 ! 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 0.01641702651977539 Total photos : 61 Total photos : 61 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 0.0005500316619873047 elapsed_time : compute_and_correct_tag_with_moyenne_mobile 2.6226043701171875e-06 Unexpected type of data : ({'photo_id': 1414324189, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/2f06743facf3680b4db39e76a3e8db71.jpg', 'username': None, 'uploaded_at': 1774843283, 'text': 'image_30032026_06_00_15_10068.jpg', 'time': 1774850415.010068}, 'different') Unexpected type of data : ({'photo_id': 1414324190, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/e38c929120b8c65fe983a69af717ee97.jpg', 'username': None, 'uploaded_at': 1774843283, 'text': 'image_30032026_06_00_26_11077.jpg', 'time': 1774850426.011077}, 'different') Unexpected type of data : ({'photo_id': 1414324204, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/a9f5aefd15d0db35c94b5d337f62f84a.jpg', 'username': None, 'uploaded_at': 1774843823, 'text': 'image_30032026_06_09_26_10781.jpg', 'time': 1774850966.010781}, 'different') Unexpected type of data : ({'photo_id': 1414324205, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/68e46787b7465ff804b53030da583907.jpg', 'username': None, 'uploaded_at': 1774843823, 'text': 'image_30032026_06_09_36_9735.jpg', 'time': 1774850976.009735}, 'different') Unexpected type of data : ({'photo_id': 1414324206, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/0436e7162f2addabc9b51714f0dfa52b.jpg', 'username': None, 'uploaded_at': 1774843823, 'text': 'image_30032026_06_09_45_9824.jpg', 'time': 1774850985.009824}, 'different') Unexpected type of data : ({'photo_id': 1414324210, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/43420badb1c5fc2be5e1642e8082043e.jpg', 'username': None, 'uploaded_at': 1774843902, 'text': 'image_30032026_06_09_55_9797.jpg', 'time': 1774850995.009797}, 'different') Unexpected type of data : ({'photo_id': 1414324213, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/098de53519f723bddc5e4db13ef9f7e6.jpg', 'username': None, 'uploaded_at': 1774843902, 'text': 'image_30032026_06_10_05_9971.jpg', 'time': 1774851005.009971}, 'different') Unexpected type of data : ({'photo_id': 1414324214, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/583dbe03f3f16f17bceaf166c14027e4.jpg', 'username': None, 'uploaded_at': 1774843902, 'text': 'image_30032026_06_10_15_9946.jpg', 'time': 1774851015.009946}, 'different') Unexpected type of data : ({'photo_id': 1414324215, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/351c0836b0fcfa018d56659da0bd75b3.jpg', 'username': None, 'uploaded_at': 1774843902, 'text': 'image_30032026_06_10_35_9860.jpg', 'time': 1774851035.00986}, 'different') Unexpected type of data : ({'photo_id': 1414324216, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/410d151f4c5d2e4d5501a927e72cd142.jpg', 'username': None, 'uploaded_at': 1774843902, 'text': 'image_30032026_06_10_46_11045.jpg', 'time': 1774851046.011045}, 'different') Unexpected type of data : ({'photo_id': 1414324221, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/afefc608a3d42082f653e397c9c1db68.jpg', 'username': None, 'uploaded_at': 1774843962, 'text': 'image_30032026_06_10_56_9776.jpg', 'time': 1774851056.009776}, 'different') Unexpected type of data : ({'photo_id': 1414324223, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/137aa726da4ee0c25f3330b127dc7de9.jpg', 'username': None, 'uploaded_at': 1774843962, 'text': 'image_30032026_06_11_05_9843.jpg', 'time': 1774851065.009843}, 'different') Unexpected type of data : ({'photo_id': 1414324345, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/ae548a8f81d371e22a95455d42d1ce9e.jpg', 'username': None, 'uploaded_at': 1774843962, 'text': 'image_30032026_06_11_15_9955.jpg', 'time': 1774851075.009955}, 'different') Unexpected type of data : ({'photo_id': 1414324497, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/eeb6ef516e55a9daa99d2300fa629da5.jpg', 'username': None, 'uploaded_at': 1774843962, 'text': 'image_30032026_06_11_35_9884.jpg', 'time': 1774851095.009884}, 'different') Unexpected type of data : ({'photo_id': 1414324535, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/b16a573229aa7b55a65da0c229284801.jpg', 'username': None, 'uploaded_at': 1774843962, 'text': 'image_30032026_06_11_45_9569.jpg', 'time': 1774851105.009569}, 'different') Unexpected type of data : ({'photo_id': 1414324633, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/43b3f511628a13aa5f8db78153006f61.jpg', 'username': None, 'uploaded_at': 1774844002, 'text': 'image_30032026_06_11_55_9963.jpg', 'time': 1774851115.009963}, 'different') Unexpected type of data : ({'photo_id': 1414324648, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/81920dced5d1c0bf37060c1832fa250e.jpg', 'username': None, 'uploaded_at': 1774844002, 'text': 'image_30032026_06_12_05_10445.jpg', 'time': 1774851125.010445}, 'different') Unexpected type of data : ({'photo_id': 1414324649, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/1c54e84232b37f9a3803485cb10459ec.jpg', 'username': None, 'uploaded_at': 1774844002, 'text': 'image_30032026_06_12_15_9993.jpg', 'time': 1774851135.009993}, 'different') Unexpected type of data : ({'photo_id': 1414324650, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/79e4880ff3e442ddf6d38eed508d1b52.jpg', 'username': None, 'uploaded_at': 1774844002, 'text': 'image_30032026_06_12_25_9878.jpg', 'time': 1774851145.009878}, 'different') Unexpected type of data : ({'photo_id': 1414324651, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/4baeb040b6f6316b0bcbd6f74ffd2e23.jpg', 'username': None, 'uploaded_at': 1774844002, 'text': 'image_30032026_06_12_35_9878.jpg', 'time': 1774851155.009878}, 'different') Unexpected type of data : ({'photo_id': 1414324652, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/bd278eb2573359170c8f8e5ed4f087d4.jpg', 'username': None, 'uploaded_at': 1774844002, 'text': 'image_30032026_06_12_45_9883.jpg', 'time': 1774851165.009883}, 'different') Unexpected type of data : ({'photo_id': 1414324653, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/62ebc696117999065d703b9f2a3dc631.jpg', 'username': None, 'uploaded_at': 1774844062, 'text': 'image_30032026_06_12_55_9819.jpg', 'time': 1774851175.009819}, 'different') Unexpected type of data : ({'photo_id': 1414324654, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/a7f3d3d65a8d14b76ee93c8250e15e9e.jpg', 'username': None, 'uploaded_at': 1774844062, 'text': 'image_30032026_06_13_06_11195.jpg', 'time': 1774851186.011195}, 'different') Unexpected type of data : ({'photo_id': 1414324657, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/fd11509fe37e01de86620aa371ef1834.jpg', 'username': None, 'uploaded_at': 1774844122, 'text': 'image_30032026_06_13_16_9805.jpg', 'time': 1774851196.009805}, 'different') Unexpected type of data : ({'photo_id': 1414325239, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/1df88c53752e530afecbca44b8c9448a.jpg', 'username': None, 'uploaded_at': 1774844523, 'text': 'image_30032026_06_21_16_10660.jpg', 'time': 1774851676.01066}, 'different') Unexpected type of data : ({'photo_id': 1414325243, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/a3c1c9ae63ef606e5d6fd298408c6915.jpg', 'username': None, 'uploaded_at': 1774844662, 'text': 'image_30032026_06_23_05_9828.jpg', 'time': 1774851785.009828}, 'different') Unexpected type of data : ({'photo_id': 1414325244, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/64d76a02fc2061c0c941a7c2b6b3c9ed.jpg', 'username': None, 'uploaded_at': 1774844662, 'text': 'image_30032026_06_23_15_9632.jpg', 'time': 1774851795.009632}, 'different') Unexpected type of data : ({'photo_id': 1414325245, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/aaead33a7bbf907c5f180eeb093ce170.jpg', 'username': None, 'uploaded_at': 1774844662, 'text': 'image_30032026_06_23_26_10856.jpg', 'time': 1774851806.010856}, 'different') Unexpected type of data : ({'photo_id': 1414325246, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/95c8f0bb68aa6e1206f3293205659274.jpg', 'username': None, 'uploaded_at': 1774844662, 'text': 'image_30032026_06_23_35_9841.jpg', 'time': 1774851815.009841}, 'different') Unexpected type of data : ({'photo_id': 1414325247, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/e54ab17d48e58923b37e8d239f1569fb.jpg', 'username': None, 'uploaded_at': 1774844662, 'text': 'image_30032026_06_23_45_9717.jpg', 'time': 1774851825.009717}, 'different') Unexpected type of data : ({'photo_id': 1414325250, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/e2440d4f405e79b2c1a518720fec2292.jpg', 'username': None, 'uploaded_at': 1774844722, 'text': 'image_30032026_06_23_55_9813.jpg', 'time': 1774851835.009813}, 'different') Unexpected type of data : ({'photo_id': 1414325251, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/bd7337763d909b683d0c0c451d014634.jpg', 'username': None, 'uploaded_at': 1774844722, 'text': 'image_30032026_06_24_05_9896.jpg', 'time': 1774851845.009896}, 'different') Unexpected type of data : ({'photo_id': 1414325252, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/23b11c2f80f66306baa9c039544f3060.jpg', 'username': None, 'uploaded_at': 1774844722, 'text': 'image_30032026_06_24_26_11066.jpg', 'time': 1774851866.011066}, 'different') Unexpected type of data : ({'photo_id': 1414325253, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/286e7b0fea6e51f21964e2cf1fb3782c.jpg', 'username': None, 'uploaded_at': 1774844722, 'text': 'image_30032026_06_24_36_9833.jpg', 'time': 1774851876.009833}, 'different') Unexpected type of data : ({'photo_id': 1414325254, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/e8afba7843ce951641c76b70f6fa8888.jpg', 'username': None, 'uploaded_at': 1774844722, 'text': 'image_30032026_06_24_45_9781.jpg', 'time': 1774851885.009781}, 'different') Unexpected type of data : ({'photo_id': 1414325257, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/37fe875f03cf6f0dff90d60bd8b98eae.jpg', 'username': None, 'uploaded_at': 1774844782, 'text': 'image_30032026_06_24_55_9809.jpg', 'time': 1774851895.009809}, 'different') Unexpected type of data : ({'photo_id': 1414325258, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/a7fb635e4310f7c615e6f1609b0585c5.jpg', 'username': None, 'uploaded_at': 1774844782, 'text': 'image_30032026_06_25_45_9687.jpg', 'time': 1774851945.009687}, 'different') Unexpected type of data : ({'photo_id': 1414325261, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/196a78a2cea92ca4e3ee074a23744de0.jpg', 'username': None, 'uploaded_at': 1774844843, 'text': 'image_30032026_06_25_55_9776.jpg', 'time': 1774851955.009776}, 'different') Unexpected type of data : ({'photo_id': 1414325262, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/474917730369e25cb022d1291e997da9.jpg', 'username': None, 'uploaded_at': 1774844843, 'text': 'image_30032026_06_26_05_9782.jpg', 'time': 1774851965.009782}, 'different') Unexpected type of data : ({'photo_id': 1414325263, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/2830612ff00da723c543d3f2f2a7f386.jpg', 'username': None, 'uploaded_at': 1774844843, 'text': 'image_30032026_06_26_16_10913.jpg', 'time': 1774851976.010913}, 'different') Unexpected type of data : ({'photo_id': 1414325272, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/42e74a8bf4aa24a37b783a24b4890bf6.jpg', 'username': None, 'uploaded_at': 1774845082, 'text': 'image_30032026_06_30_25_10634.jpg', 'time': 1774852225.010634}, 'different') Unexpected type of data : ({'photo_id': 1414325274, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/b04e9cb7c73ba3bcb08d0456cd2bee69.jpg', 'username': None, 'uploaded_at': 1774845142, 'text': 'image_30032026_06_31_05_9558.jpg', 'time': 1774852265.009558}, 'different') Unexpected type of data : ({'photo_id': 1414325275, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/84215d7587880916033d83cd1e24027e.jpg', 'username': None, 'uploaded_at': 1774845142, 'text': 'image_30032026_06_31_16_10923.jpg', 'time': 1774852276.010923}, 'different') Unexpected type of data : ({'photo_id': 1414325276, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/4637f1b3a2caf6e221781d8693434ec7.jpg', 'username': None, 'uploaded_at': 1774845142, 'text': 'image_30032026_06_31_25_9656.jpg', 'time': 1774852285.009656}, 'different') Unexpected type of data : ({'photo_id': 1414325277, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/5d024d4f92911ac42ac1805e17203ceb.jpg', 'username': None, 'uploaded_at': 1774845142, 'text': 'image_30032026_06_31_35_9603.jpg', 'time': 1774852295.009603}, 'different') Unexpected type of data : ({'photo_id': 1414325278, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/2c789ee5608109c1fcd278aea3da7e55.jpg', 'username': None, 'uploaded_at': 1774845142, 'text': 'image_30032026_06_31_46_10859.jpg', 'time': 1774852306.010859}, 'different') Unexpected type of data : ({'photo_id': 1414325281, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/6b2e1ed43d8556e13544477b05ac38e8.jpg', 'username': None, 'uploaded_at': 1774845202, 'text': 'image_30032026_06_31_55_9636.jpg', 'time': 1774852315.009636}, 'different') Unexpected type of data : ({'photo_id': 1414325282, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/13a7646cabd25a5e51104c1b091409cd.jpg', 'username': None, 'uploaded_at': 1774845202, 'text': 'image_30032026_06_32_05_10016.jpg', 'time': 1774852325.010016}, 'different') Unexpected type of data : ({'photo_id': 1414325283, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/b596985c0c8774ebc798de058e0c1907.jpg', 'username': None, 'uploaded_at': 1774845202, 'text': 'image_30032026_06_32_25_9660.jpg', 'time': 1774852345.00966}, 'different') Unexpected type of data : ({'photo_id': 1414325284, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/45ce620ab8e59d1292da6bb62384587b.jpg', 'username': None, 'uploaded_at': 1774845202, 'text': 'image_30032026_06_32_36_10853.jpg', 'time': 1774852356.010853}, 'different') Unexpected type of data : ({'photo_id': 1414325285, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/0a2747d00bd2faadbbeb540c6342fd4a.jpg', 'username': None, 'uploaded_at': 1774845202, 'text': 'image_30032026_06_32_45_9700.jpg', 'time': 1774852365.0097}, 'different') Unexpected type of data : ({'photo_id': 1414325288, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/d5952cc490cabc530e7e278b7e0f9a41.jpg', 'username': None, 'uploaded_at': 1774845262, 'text': 'image_30032026_06_32_55_9664.jpg', 'time': 1774852375.009664}, 'different') Unexpected type of data : ({'photo_id': 1414325289, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/196b9ef55eba44c66d7a6daa9be2680f.jpg', 'username': None, 'uploaded_at': 1774845262, 'text': 'image_30032026_06_33_05_9774.jpg', 'time': 1774852385.009774}, 'different') Unexpected type of data : ({'photo_id': 1414325290, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/01507868f09c84eca09a627057d01bcd.jpg', 'username': None, 'uploaded_at': 1774845262, 'text': 'image_30032026_06_33_16_10849.jpg', 'time': 1774852396.010849}, 'different') Unexpected type of data : ({'photo_id': 1414325291, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/33a3e986dfdca28b01021eca5405ab4f.jpg', 'username': None, 'uploaded_at': 1774845262, 'text': 'image_30032026_06_33_25_9656.jpg', 'time': 1774852405.009656}, 'different') Unexpected type of data : ({'photo_id': 1414325292, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/45f547fe6a2c7f799272e9380f217409.jpg', 'username': None, 'uploaded_at': 1774845262, 'text': 'image_30032026_06_33_35_9572.jpg', 'time': 1774852415.009572}, 'different') Unexpected type of data : ({'photo_id': 1414325293, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/0c189b9f07b18b7fe8c5c470161d819c.jpg', 'username': None, 'uploaded_at': 1774845262, 'text': 'image_30032026_06_33_46_10803.jpg', 'time': 1774852426.010803}, 'different') Unexpected type of data : ({'photo_id': 1414325294, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/a792fd392e47344fb2c624cf61549688.jpg', 'username': None, 'uploaded_at': 1774845322, 'text': 'image_30032026_06_33_55_9592.jpg', 'time': 1774852435.009592}, 'different') Unexpected type of data : ({'photo_id': 1414325295, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/d314958496962c4caa6be8e87bdbab75.jpg', 'username': None, 'uploaded_at': 1774845322, 'text': 'image_30032026_06_34_05_10152.jpg', 'time': 1774852445.010152}, 'different') Unexpected type of data : ({'photo_id': 1414325296, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/3d80b0d7042f02384ca39611c19656ce.jpg', 'username': None, 'uploaded_at': 1774845322, 'text': 'image_30032026_06_34_15_9621.jpg', 'time': 1774852455.009621}, 'different') Unexpected type of data : ({'photo_id': 1414325297, 'url': 'https://storage.sbg.cloud.ovh.net/v1/AUTH_b878d1ec389e4877b1a6590d8f2dcede/media.fotonower.com/2026/3/30/48bb13bdc8de7f3a1abc539bad4addee.jpg', 'username': None, 'uploaded_at': 1774845322, 'text': 'image_30032026_06_34_26_10798.jpg', 'time': 1774852466.010798}, 'different') Count Time bigger than 30s : 0 #Number Photos for regression : {'': {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: 0, 2107751016: 0, 2107751017: 0}}} |aluminium, 05102018_papier_non_papier_dense:0 |aluminium, 05102018_papier_non_papier_peu_dense:0 |aluminium, 05102018_papier_non_papier_presque_vide:0 |aluminium, 05102018_papier_non_papier_tres_dense:0 |aluminium, 05102018_papier_non_papier_tres_peu_dense:0 |ela, 05102018_papier_non_papier_dense:0 |ela, 05102018_papier_non_papier_peu_dense:0 |ela, 05102018_papier_non_papier_presque_vide:0 |ela, 05102018_papier_non_papier_tres_dense:0 |ela, 05102018_papier_non_papier_tres_peu_dense:0 |emr, 05102018_papier_non_papier_dense:0 |emr, 05102018_papier_non_papier_peu_dense:0 |emr, 05102018_papier_non_papier_presque_vide:0 |emr, 05102018_papier_non_papier_tres_dense:0 |emr, 05102018_papier_non_papier_tres_peu_dense:0 |film_pedb, 05102018_papier_non_papier_dense:0 |film_pedb, 05102018_papier_non_papier_peu_dense:0 |film_pedb, 05102018_papier_non_papier_presque_vide:0 |film_pedb, 05102018_papier_non_papier_tres_dense:0 |film_pedb, 05102018_papier_non_papier_tres_peu_dense:0 |flux_dev, 05102018_papier_non_papier_dense:0 |flux_dev, 05102018_papier_non_papier_peu_dense:0 |flux_dev, 05102018_papier_non_papier_presque_vide:0 |flux_dev, 05102018_papier_non_papier_tres_dense:0 |flux_dev, 05102018_papier_non_papier_tres_peu_dense:0 |jrm, 05102018_papier_non_papier_dense:0 |jrm, 05102018_papier_non_papier_peu_dense:0 |jrm, 05102018_papier_non_papier_presque_vide:0 |jrm, 05102018_papier_non_papier_tres_dense:0 |jrm, 05102018_papier_non_papier_tres_peu_dense:0 |pcm, 05102018_papier_non_papier_dense:0 |pcm, 05102018_papier_non_papier_peu_dense:0 |pcm, 05102018_papier_non_papier_presque_vide:0 |pcm, 05102018_papier_non_papier_tres_dense:0 |pcm, 05102018_papier_non_papier_tres_peu_dense:0 |pcnc, 05102018_papier_non_papier_dense:0 |pcnc, 05102018_papier_non_papier_peu_dense:0 |pcnc, 05102018_papier_non_papier_presque_vide:0 |pcnc, 05102018_papier_non_papier_tres_dense:0 |pcnc, 05102018_papier_non_papier_tres_peu_dense:0 |pehd_pp, 05102018_papier_non_papier_dense:0 |pehd_pp, 05102018_papier_non_papier_peu_dense:0 |pehd_pp, 05102018_papier_non_papier_presque_vide:0 |pehd_pp, 05102018_papier_non_papier_tres_dense:0 |pehd_pp, 05102018_papier_non_papier_tres_peu_dense:0 |pet_clair, 05102018_papier_non_papier_dense:0 |pet_clair, 05102018_papier_non_papier_peu_dense:0 |pet_clair, 05102018_papier_non_papier_presque_vide:0 |pet_clair, 05102018_papier_non_papier_tres_dense:0 |pet_clair, 05102018_papier_non_papier_tres_peu_dense:0 |refus, 05102018_papier_non_papier_dense:0 |refus, 05102018_papier_non_papier_peu_dense:0 |refus, 05102018_papier_non_papier_presque_vide:0 |refus, 05102018_papier_non_papier_tres_dense:0 |refus, 05102018_papier_non_papier_tres_peu_dense:0 |tapis_vide, 05102018_papier_non_papier_dense:0 |tapis_vide, 05102018_papier_non_papier_peu_dense:0 |tapis_vide, 05102018_papier_non_papier_presque_vide:0 |tapis_vide, 05102018_papier_non_papier_tres_dense:0 |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 ! 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 0 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 0.0663902759552002 # DISPLAY ALL COLLECTED DATA : {'30032026': {'nb_upload': 61, 'nb_taggue_class': 0, 'nb_taggue_densite': 0, 'nb_descriptors': 0, '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 [1414325297, 1414325296, 1414325295, 1414325294, 1414325293, 1414325292, 1414325291, 1414325290, 1414325289, 1414325288, 1414325285, 1414325284, 1414325283, 1414325282, 1414325281, 1414325278, 1414325277, 1414325276, 1414325275, 1414325274, 1414325272, 1414325263, 1414325262, 1414325261, 1414325258, 1414325257, 1414325254, 1414325253, 1414325252, 1414325251, 1414325250, 1414325247, 1414325246, 1414325245, 1414325244, 1414325243, 1414325239, 1414324657, 1414324654, 1414324653, 1414324652, 1414324651, 1414324650, 1414324649, 1414324648, 1414324633, 1414324535, 1414324497, 1414324345, 1414324223, 1414324221, 1414324216, 1414324215, 1414324214, 1414324213, 1414324210, 1414324206, 1414324205, 1414324204, 1414324190, 1414324189] Looping around the photos to save general results len do output : 1 /30905509Didn't retrieve data . before output type Here is an output not treated by saveGeneral : Managing all output in save final without adding information in 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('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414325239', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324657', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324654', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324653', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324652', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324651', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324650', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324649', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324648', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324633', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324535', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324497', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324345', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324223', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324221', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324216', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324215', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324214', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324213', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324210', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324206', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324205', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324204', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324190', None, None, None, None, None, '4369584') ('4891', None, None, None, None, None, None, None, '4369584') ('4891', '30905509', '1414324189', None, None, None, None, None, '4369584') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 62 time used for this insertion : 0.04361438751220703 save_final save missing photos in datou_result : time spend for datou_step_exec : 0.49062228202819824 time spend to save output : 0.044550418853759766 total time spend for step 1 : 0.535172700881958 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 1.42user 0.61system 0:05.11elapsed 39%CPU (0avgtext+0avgdata 109208maxresident)k 728inputs+104outputs (1major+52217minor)pagefaults 0swaps