python /home/admin/mtr/script_for_cron.py -j datou_current3 -m 8 -a ' -a 4887 -l 20 --fifo' -s datou_current_sts -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 : 220131 load datou : 4887 # 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 : 8139>20 please execute split_portfolio.py -i 26618199 -l 20 size over we load limit photo not treated list_input_json: {} Current got : datou_id : 4887, datou_cur_ids : ['3676188'] with mtr_portfolio_ids : ['26618199'] and first list_photo_ids : [] new path : /proc/220131/ 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 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 : 0.04408097267150879 About to test input to load Calling datou_exec Inside datou_exec : verbose : 0 number of steps : 1 step1:split_time_score Mon Sep 8 00:08:06 2025 VR 17-11-17 : now, only for linear exec dependencies tree, some output goes to fill the input of the next VR 22-3-18 : now we test the dependencies tree, but keep two separate code for datou_prepare_output_input until the code is correctly tested, clean and works in both case VR 22-3-18 : but we use the first code for the first step id = -1, build in the code of datou_exec VR 22-3-18 : we should manage here the case when we are at the first step instead of building this step before datou_exec begin split time score 2022-04-13 10:29:59 0 TODO : Insert select and so on Begin split_port_in_batch_balle thcls : [{'id': 3892, 'mtr_user_id': 31, 'name': 'learn_MM_generique_26022025', 'pb_hashtag_id': 0, 'live': b'\x00', 'list_hashtags': 'aluminium,ela,emr,film_pedb,flux_dev,jrm,pcm,pcnc,pehd_pp,pet_clair,refus,tapis_vide', 'svm_portfolios_learning': '17736100,17736101,17736102,17736103,17736104,20837895,20837896,17736107,17736108,17736109,17736110,18876169', 'photo_hashtag_type': 4989, 'photo_desc_type': 6092, 'type_classification': 'tf_classification2', 'hashtag_id_list': '493546845,492741797,616987804,2107760237,2107760238,495916461,560181804,1284539308,2107760239,2107755846,538914404,2107748999'}] thcls : [{'id': 3513, 'mtr_user_id': 31, 'name': 'Rungis_amount_dechets_fall_2018_v2_tf', 'pb_hashtag_id': 0, 'live': b'\x00', 'list_hashtags': '05102018_Papier_non_papier_dense,05102018_Papier_non_papier_peu_dense,05102018_Papier_non_papier_presque_vide,05102018_Papier_non_papier_tres_dense,05102018_Papier_non_papier_tres_peu_dense', 'svm_portfolios_learning': '1108385,1108386,1108388,1108384,1108387', 'photo_hashtag_type': 4557, 'photo_desc_type': 5767, 'type_classification': 'tf_classification2', 'hashtag_id_list': '2107751013,2107751014,2107751015,2107751016,2107751017'}] (('00', 344), ('01', 345), ('02', 325), ('03', 328), ('04', 347), ('05', 324), ('06', 333), ('07', 353), ('08', 345), ('09', 345), ('10', 349), ('11', 349), ('12', 336), ('13', 347), ('14', 337), ('15', 344), ('16', 347), ('17', 356), ('18', 357), ('19', 354), ('20', 351), ('21', 310), ('22', 289), ('23', 324)) ERROR counted https://github.com/fotonower/Velours/issues/663#issuecomment-421136223 {1: 8139} 07092025 26618199 Nombre de photos uploadées : 8139 / 23040 (35%) 07092025 26618199 Nombre de photos taguées (types de déchets): 8139 / 8139 (100%) 07092025 26618199 Nombre de photos taguées (volume) : 8139 / 8139 (100%) elapsed_time : load_data_split_time_score 2.86102294921875e-06 elapsed_time : order_list_meta_photo_and_scores 0.0033538341522216797 elapsed_time : fill_and_build_computed_from_old_data 0.34819698333740234 Catched exception ! Connect or reconnect ! Catched exception ! Connect or reconnect ! elapsed_time : insert_dashboard_record_day_entry 0.19751429557800293 Creating list_photo_total elapsed_time : select_descriptors 570.2786819934845 07092025 26618199 Nombre de photos avec descriptors (type 6092) : 8114 / 8114 (100%) ERROR : Hum hum, what can we do for different size of descriptors (ignore the difference ) : 0 vs 1280 photo_id : 1382240625 photo_id_prec : 0 0:00:00|ON:0:00:09.000036|OFF:1:02:19.999904|ON:0:00:30.000017|OFF:0:56:01.001034|ON:Missing descriptors for photos 1382250582 and 1382250570 Missing descriptors for photos 1382250570 and 1382251082 Missing descriptors for photos 1382251082 and 1382251014 Missing descriptors for photos 1382251014 and 1382250849 Missing descriptors for photos 1382250849 and 1382250764 Missing descriptors for photos 1382250764 and 1382252189 Missing descriptors for photos 1382252189 and 1382252083 Missing descriptors for photos 1382252083 and 1382251996 Missing descriptors for photos 1382251996 and 1382251898 Missing descriptors for photos 1382251898 and 1382253571 Missing descriptors for photos 1382253571 and 1382253470 Missing descriptors for photos 1382253470 and 1382253383 Missing descriptors for photos 1382253383 and 1382253312 Missing descriptors for photos 1382253312 and 1382254942 Missing descriptors for photos 1382254942 and 1382254846 Missing descriptors for photos 1382254846 and 1382254750 Missing descriptors for photos 1382254750 and 1382254680 Missing descriptors for photos 1382254680 and 1382255782 Missing descriptors for photos 1382255782 and 1382255713 Missing descriptors for photos 1382255713 and 1382255644 Missing descriptors for photos 1382255644 and 1382255578 Missing descriptors for photos 1382255578 and 1382256202 Missing descriptors for photos 1382256202 and 1382256802 Missing descriptors for photos 1382256802 and 1382256774 0:07:29.999999|OFF:0:24:00.000003|ON:0:00:09.998987|OFF:0:00:08.999999|ON:0:00:11.001030|OFF:0:46:19.999958|ON:0:00:09.998906|OFF:0:05:19.000008|ON:0:00:11.001114|OFF:2:24:29.998995|ON:0:00:08.999901|OFF:0:03:21.001022|ON:0:00:18.998964|OFF:0:04:41.000035|ON:0:00:09.000107|OFF:0:35:00.999946|ON:0:00:10.001010|OFF:14:36:09.999997|ON:0:00:29.998928|OFF: 07092025 Removing 8100 photos because of the 'same image' condition Total on : 607.9989989999999 list_time_on Total off : 75472.00090099999 list_time_off dist_desc begin to insert list_values into photo_hahstag_ids : length of list_valuse in save_photo_hashtag_id_type : 8139 time used for this insertion : 2.0050976276397705 photos_removed : len 8100 elapsed_time : remove_photo_duplicate 3.1589274406433105 Creating list_photo_total 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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 Total photos : 8139 Number of lists : 1 counter photos in port : 14 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) : 14 photos in 1 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 0.24738192558288574 elapsed_time : compute_and_correct_tag_with_moyenne_mobile 4.76837158203125e-06 today str has not a value , we define it as the date of the first image todaystr_first : 07092025 attention , prev_timestamp is 0 , we do nothing ************oooooo***************************Count Time bigger than 30s : 39 #Number Photos for regression : {'07092025': {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: 170.0009024143219, 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: 429.99994802474976, 2107751016: 0, 2107751017: 0}}} 07092025|aluminium, 05102018_papier_non_papier_dense:0 07092025|aluminium, 05102018_papier_non_papier_peu_dense:0 07092025|aluminium, 05102018_papier_non_papier_presque_vide:0 07092025|aluminium, 05102018_papier_non_papier_tres_dense:0 07092025|aluminium, 05102018_papier_non_papier_tres_peu_dense:0 07092025|ela, 05102018_papier_non_papier_dense:0 07092025|ela, 05102018_papier_non_papier_peu_dense:0 07092025|ela, 05102018_papier_non_papier_presque_vide:0 07092025|ela, 05102018_papier_non_papier_tres_dense:0 07092025|ela, 05102018_papier_non_papier_tres_peu_dense:0 07092025|emr, 05102018_papier_non_papier_dense:0 07092025|emr, 05102018_papier_non_papier_peu_dense:0 07092025|emr, 05102018_papier_non_papier_presque_vide:0 07092025|emr, 05102018_papier_non_papier_tres_dense:0 07092025|emr, 05102018_papier_non_papier_tres_peu_dense:0 07092025|film_pedb, 05102018_papier_non_papier_dense:0 07092025|film_pedb, 05102018_papier_non_papier_peu_dense:0 07092025|film_pedb, 05102018_papier_non_papier_presque_vide:0 07092025|film_pedb, 05102018_papier_non_papier_tres_dense:0 07092025|film_pedb, 05102018_papier_non_papier_tres_peu_dense:0 07092025|flux_dev, 05102018_papier_non_papier_dense:0 07092025|flux_dev, 05102018_papier_non_papier_peu_dense:0 07092025|flux_dev, 05102018_papier_non_papier_presque_vide:0 07092025|flux_dev, 05102018_papier_non_papier_tres_dense:0 07092025|flux_dev, 05102018_papier_non_papier_tres_peu_dense:0 07092025|jrm, 05102018_papier_non_papier_dense:0 07092025|jrm, 05102018_papier_non_papier_peu_dense:0 07092025|jrm, 05102018_papier_non_papier_presque_vide:0 07092025|jrm, 05102018_papier_non_papier_tres_dense:0 07092025|jrm, 05102018_papier_non_papier_tres_peu_dense:0 07092025|pcm, 05102018_papier_non_papier_dense:0 07092025|pcm, 05102018_papier_non_papier_peu_dense:0 07092025|pcm, 05102018_papier_non_papier_presque_vide:0 07092025|pcm, 05102018_papier_non_papier_tres_dense:0 07092025|pcm, 05102018_papier_non_papier_tres_peu_dense:0 07092025|pcnc, 05102018_papier_non_papier_dense:0 07092025|pcnc, 05102018_papier_non_papier_peu_dense:0 07092025|pcnc, 05102018_papier_non_papier_presque_vide:170.0009024143219 07092025|pcnc, 05102018_papier_non_papier_tres_dense:0 07092025|pcnc, 05102018_papier_non_papier_tres_peu_dense:0 07092025|pehd_pp, 05102018_papier_non_papier_dense:0 07092025|pehd_pp, 05102018_papier_non_papier_peu_dense:0 07092025|pehd_pp, 05102018_papier_non_papier_presque_vide:0 07092025|pehd_pp, 05102018_papier_non_papier_tres_dense:0 07092025|pehd_pp, 05102018_papier_non_papier_tres_peu_dense:0 07092025|pet_clair, 05102018_papier_non_papier_dense:0 07092025|pet_clair, 05102018_papier_non_papier_peu_dense:0 07092025|pet_clair, 05102018_papier_non_papier_presque_vide:0 07092025|pet_clair, 05102018_papier_non_papier_tres_dense:0 07092025|pet_clair, 05102018_papier_non_papier_tres_peu_dense:0 07092025|refus, 05102018_papier_non_papier_dense:0 07092025|refus, 05102018_papier_non_papier_peu_dense:0 07092025|refus, 05102018_papier_non_papier_presque_vide:0 07092025|refus, 05102018_papier_non_papier_tres_dense:0 07092025|refus, 05102018_papier_non_papier_tres_peu_dense:0 07092025|tapis_vide, 05102018_papier_non_papier_dense:0 07092025|tapis_vide, 05102018_papier_non_papier_peu_dense:0 07092025|tapis_vide, 05102018_papier_non_papier_presque_vide:429.99994802474976 07092025|tapis_vide, 05102018_papier_non_papier_tres_dense:0 07092025|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 ! 07092025_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 13 Created to study and clean : 26624426 with name like 07092025_pcnc_05102018_papier_non_papier_presque_vide 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 25 Created to study and clean : 26624427 with name like 07092025_tapis_vide_05102018_papier_non_papier_presque_vide begin to remove the low_density images haven't found thcl_volume NUMBER BATCH : 1 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', 'pcm', 'pcnc', 'jrm', 'ela', 'pet_clair', 'film_pedb', 'pehd_pp', 'flux_dev', 'aluminium', 'tapis_vide', 'refus'] We filter photos on hashtag condition ! We filter photos on hashtag condition ! We filter photos on hashtag condition ! We filter photos on hashtag condition ! We filter photos on hashtag condition ! We filter photos on hashtag condition ! We filter photos on hashtag condition ! result_one_balle_Type_pcnc:{'day': '07092025', 'map_nb_amount': {0: 0, 1: 14, 2: 0, 3: 0, 4: 0}, 'map_time_amount': {0: 0, 1: 170.0009024143219, 2: 0, 3: 0, 4: 0}, 'duration': 76059.99990797043, 'nb_balles_papier': 0.1710009024143219, 'begin_time_port': 'image_07092025_00_00_05_9689.jpg'} Production hashtag (incorrect ponderation at 20-10-18) : 0.1710009024143219 We filter photos on hashtag condition ! We filter photos on hashtag condition ! We filter photos on hashtag condition ! We have rejected 0 photos because of the batch_size condition ! NUMBER BATCH list_of_portfolios_to_create : 1 list_same_port_ids : [] # VR 17-11-17 : to create in DB ! Here we check the datou graph and we reorder steps ! Tree builded and cycle checked, now we need to re-order the steps ! We have currenlty an error because there is no dependence between the last step for the case tile - detect - glue We can either keep the depence of, it is better to keep an order compatible with the id of steps if we do not have sons, so a lexical order : (number_son, step_id) All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! All sons are already in current list ! DONE and to test : checkNoCycle ! Here we check the consistency of inputs/outputs number between the given ones and the db ! eke 1-6-18 : checkConsistencyNbInputNbOutput should be processed after step reordering ! WARNING : number of outputs for step 11500 mask_detect is not consistent : 3 used against 2 in the step definition ! WARNING : number of outputs for step 11508 brightness is not consistent : 2 used against 1 in the step definition ! WARNING : number of outputs for step 11509 blur_detection is not consistent : 2 used against 1 in the step definition ! WARNING : number of inputs for step 11504 crop_condition is not consistent : 3 used against 2 in the step definition ! Step 11504 crop_condition have less outputs used (2) than in the step definition (3) : some outputs may be not used ! Step 11507 merge_mask_thcl_custom have less inputs used (2) than in the step definition (3) : maybe we manage optionnal inputs ! WARNING : number of outputs for step 11507 merge_mask_thcl_custom is not consistent : 3 used against 2 in the step definition ! WARNING : number of inputs for step 11501 rle_unique_nms_with_priority is not consistent : 2 used against 1 in the step definition ! WARNING : number of outputs for step 11501 rle_unique_nms_with_priority is not consistent : 2 used against 1 in the step definition ! Step 11576 crop_condition have less inputs used (1) than in the step definition (2) : maybe we manage optionnal inputs ! WARNING : number of outputs for step 11576 crop_condition is not consistent : 4 used against 3 in the step definition ! WARNING : number of outputs for step 11503 ventilate_hashtags_in_portfolio is not consistent : 2 used against 1 in the step definition ! Step 11502 final have less inputs used (2) than in the step definition (3) : maybe we manage optionnal inputs ! Step 11502 final have less outputs used (1) than in the step definition (2) : some outputs may be not used ! Step 11511 split_time_score have less inputs used (1) than in the step definition (2) : maybe we manage optionnal inputs ! Number of inputs / outputs for each step checked ! Here we check the consistency of outputs/inputs types during steps connections eke 1-6-18 : checkConsistencyTypeOutputInput should be processed after checkConsistencyNbInputNbOutput ! We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : type of output 1 of step 11503 doesn't seem to be define in the database( WARNING : type of input 3 of step 11502 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : type of output 2 of step 11500 doesn't seem to be define in the database( WARNING : type of input 2 of step 11504 doesn't seem to be define in the database( WARNING : output 1 of step 11500 have datatype=2 whereas input 1 of step 11507 have datatype=7 WARNING : type of output 2 of step 11507 doesn't seem to be define in the database( WARNING : type of input 1 of step 11501 doesn't seem to be define in the database( We ignore checkConsistencyTypeOutputInput for datou_step final ! WARNING : output 0 of step 11503 have datatype=10 whereas input 3 of step 11510 have datatype=6 WARNING : type of input 2 of step 11576 doesn't seem to be define in the database( WARNING : output 1 of step 11501 have datatype=7 whereas input 2 of step 11576 have datatype=None WARNING : type of output 3 of step 11576 doesn't seem to be define in the database( WARNING : type of input 1 of step 11503 doesn't seem to be define in the database( WARNING : output 0 of step 11503 have datatype=10 whereas input 0 of step 11582 have datatype=18 WARNING : type of input 5 of step 11510 doesn't seem to be define in the database( WARNING : output 0 of step 11582 have datatype=11 whereas input 5 of step 11510 have datatype=None WARNING : type of output 1 of step 11508 doesn't seem to be define in the database( WARNING : type of input 3 of step 11504 doesn't seem to be define in the database( WARNING : type of output 1 of step 11509 doesn't seem to be define in the database( WARNING : type of input 3 of step 11504 doesn't seem to be define in the database( WARNING : output 0 of step 11507 have datatype=1 whereas input 0 of step 11501 have datatype=2 DataTypes for each output/input checked ! TODO Duplicate data, are they consistent 3 ? Duplicate data, are they consistent 4 ? SELECT mptpi.id, mptpi.mtr_portfolio_id_1, mptpi.mtr_portfolio_id_2, mptpi.type, mptpi.hashtag_id, mptpi.min_score, mptpi.mtr_user_id, mptpi.created_at, mptpi.updated_at, mptpi.last_updated_at_desc, mptpi.last_updated_at_asc, h.hashtag FROM MTRPhoto.mtr_port_to_port_ids mptpi, MTRBack.hashtags h WHERE h.hashtag_id=mptpi.hashtag_id AND mptpi.`mtr_portfolio_id_1`=26624428 AND mptpi.`type`=4207 To do elapsed_time : count_nb_balles_and_create_portfolio 3.834007740020752 # DISPLAY ALL COLLECTED DATA : {'07092025': {'nb_upload': 8139, 'nb_taggue_class': 8139, 'nb_taggue_densite': 8139, 'nb_descriptors': 8114, 'number_port': 1, 'count_photo_in_port': 14, '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': 14, 'nb_portfolios': 1}, '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 [1382420692, 1382420518, 1382420510, 1382420471, 1382420226, 1382420172, 1382420122, 1382420064, 1382420006, 1382419920, 1382418984, 1382418983, 1382418982, 1382418978, 1382418977, 1382418976, 1382418959, 1382418958, 1382418956, 1382418953] Looping around the photos to save general results len do output : 1 /26618199Didn'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 ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382420692', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382420518', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382420510', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382420471', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382420226', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382420172', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382420122', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382420064', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382420006', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382419920', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382418984', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382418983', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382418982', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382418978', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382418977', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382418976', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382418959', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382418958', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382418956', None, None, None, None, None, '3676188') ('4887', None, None, None, None, None, None, None, '3676188') ('4887', '26618199', '1382418953', None, None, None, None, None, '3676188') begin to insert list_values into mtr_datou_result : length of list_values in save_final : 21 time used for this insertion : 0.022068023681640625 save_final save missing photos in datou_result : time spend for datou_step_exec : 579.0681383609772 time spend to save output : 0.02237701416015625 total time spend for step 1 : 579.0905153751373 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 20.71user 3.80system 9:41.10elapsed 4%CPU (0avgtext+0avgdata 159316maxresident)k 74896inputs+65440outputs (2372major+75605minor)pagefaults 0swaps