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  1. .config/.last_opt_in_prompt.yaml +1 -0
  2. .config/.last_survey_prompt.yaml +1 -0
  3. .config/.last_update_check.json +1 -0
  4. .config/active_config +1 -0
  5. .config/config_sentinel +0 -0
  6. .config/configurations/config_default +6 -0
  7. .config/default_configs.db +0 -0
  8. .config/gce +1 -0
  9. .config/hidden_gcloud_config_universe_descriptor_data_cache_configs.db +0 -0
  10. .config/logs/2024.09.13/13.21.00.750235.log +764 -0
  11. .config/logs/2024.09.13/13.21.22.237233.log +5 -0
  12. .config/logs/2024.09.13/13.21.34.145594.log +123 -0
  13. .config/logs/2024.09.13/13.21.35.118476.log +5 -0
  14. .config/logs/2024.09.13/13.21.47.270840.log +8 -0
  15. .config/logs/2024.09.13/13.21.47.994105.log +8 -0
  16. README.md +2 -8
  17. app.py +297 -0
  18. consos_mois.csv +0 -0
  19. dataset.csv +0 -0
  20. requirements.txt +2 -0
.config/.last_opt_in_prompt.yaml ADDED
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+ {}
.config/.last_survey_prompt.yaml ADDED
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+ last_prompt_time: 1726233693.5045824
.config/.last_update_check.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"last_update_check_time": 1726233694.5960345, "last_update_check_revision": 20240906153039, "notifications": [], "last_nag_times": {}}
.config/active_config ADDED
@@ -0,0 +1 @@
 
 
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+ default
.config/config_sentinel ADDED
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.config/configurations/config_default ADDED
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+ [component_manager]
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+ disable_update_check = true
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+
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+ [compute]
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+ gce_metadata_read_timeout_sec = 0
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+
.config/default_configs.db ADDED
Binary file (12.3 kB). View file
 
.config/gce ADDED
@@ -0,0 +1 @@
 
 
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+ False
.config/hidden_gcloud_config_universe_descriptor_data_cache_configs.db ADDED
Binary file (12.3 kB). View file
 
.config/logs/2024.09.13/13.21.00.750235.log ADDED
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+ 2024-09-13 13:21:12,777 DEBUG root Loaded Command Group: ['gcloud', 'components']
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+ 2024-09-13 13:21:12,784 DEBUG root Running [gcloud.components.update] with arguments: [--compile-python: "True", --quiet: "True", COMPONENT-IDS:6: "['core', 'gcloud-deps', 'bq', 'gcloud', 'gcloud-crc32c', 'gsutil']"]
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+ 2024-09-13 13:21:12,786 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
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+ 2024-09-13 13:21:12,902 DEBUG root Chosen display Format:table[box,title="These components will be updated."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
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+ 2024-09-13 13:21:12,961 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2024-09-13 13:21:13,108 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
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+ 2024-09-13 13:21:13,109 INFO ___FILE_ONLY___ Performing in place update...
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+ 2024-09-13 13:21:13,111 INFO ___FILE_ONLY___ ╠═ Downloading: BigQuery Command Line Tool ═╣
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+ 2024-09-13 13:21:13,115 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2024-09-13 13:21:13,285 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2024-09-13 13:21:13,350 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20240806142304.tar.gz HTTP/1.1" 200 77768547
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+ 2024-09-13 13:21:13,769 INFO ___FILE_ONLY___ ╠═ Downloading: Cloud Storage Command Line Tool ═╣
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369
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371
+
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+ 2024-09-13 13:21:13,913 INFO ___FILE_ONLY___ ╠═ Downloading: Cloud Storage Command Line Tool (Platfor... ═╣
373
+
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375
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376
+ 2024-09-13 13:21:13,983 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20240830134514.tar.gz HTTP/1.1" 200 1928
377
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378
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379
+
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381
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383
+
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385
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386
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387
+
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389
+
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391
+
392
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393
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+ 2024-09-13 13:21:14,056 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-core-nix-20240830134514.tar.gz HTTP/1.1" 200 2306
395
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396
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401
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409
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411
+ 2024-09-13 13:21:14,065 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2024-09-13 13:21:14,126 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20240712142834.tar.gz HTTP/1.1" 200 1350263
413
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460
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+ 2024-09-13 13:21:14,143 INFO ___FILE_ONLY___ ═
467
+ 2024-09-13 13:21:14,143 INFO ___FILE_ONLY___ ═
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469
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471
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474
+
475
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476
+
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+ 2024-09-13 13:21:14,146 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud cli dependencies (Platform Specific) ═╣
478
+
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+ 2024-09-13 13:21:14,146 INFO ___FILE_ONLY___ ╚
480
+ 2024-09-13 13:21:14,150 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
481
+ 2024-09-13 13:21:14,212 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-deps-linux-x86_64-20210416153011.tar.gz HTTP/1.1" 200 104
482
+ 2024-09-13 13:21:14,213 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
483
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484
+
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486
+
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+ 2024-09-13 13:21:14,216 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool ═╣
488
+
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490
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491
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492
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509
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510
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511
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531
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540
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541
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542
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543
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+ 2024-09-13 13:21:14,510 INFO ___FILE_ONLY___ ═
545
+ 2024-09-13 13:21:14,512 INFO ___FILE_ONLY___ ═
546
+ 2024-09-13 13:21:14,514 INFO ___FILE_ONLY___ ═
547
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548
+ 2024-09-13 13:21:14,519 INFO ___FILE_ONLY___ ═
549
+ 2024-09-13 13:21:14,522 INFO ___FILE_ONLY___ ═
550
+ 2024-09-13 13:21:14,522 INFO ___FILE_ONLY___ ╝
551
+
552
+ 2024-09-13 13:21:14,540 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
553
+
554
+ 2024-09-13 13:21:14,540 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
555
+
556
+ 2024-09-13 13:21:14,540 INFO ___FILE_ONLY___ ╚
557
+ 2024-09-13 13:21:14,541 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
558
+ 2024-09-13 13:21:14,541 INFO ___FILE_ONLY___ ╝
559
+
560
+ 2024-09-13 13:21:14,549 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
561
+
562
+ 2024-09-13 13:21:14,549 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
563
+
564
+ 2024-09-13 13:21:14,549 INFO ___FILE_ONLY___ ╚
565
+ 2024-09-13 13:21:14,555 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
566
+ 2024-09-13 13:21:14,555 INFO ___FILE_ONLY___ ╝
567
+
568
+ 2024-09-13 13:21:14,557 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
569
+
570
+ 2024-09-13 13:21:14,558 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 (Platform Specific) ═╣
571
+
572
+ 2024-09-13 13:21:14,558 INFO ___FILE_ONLY___ ╚
573
+ 2024-09-13 13:21:16,919 INFO ___FILE_ONLY___ ═
574
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575
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576
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577
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578
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579
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580
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581
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582
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583
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584
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585
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587
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588
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589
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591
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595
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598
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600
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601
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602
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603
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604
+ 2024-09-13 13:21:17,374 INFO ___FILE_ONLY___ ═
605
+ 2024-09-13 13:21:17,389 INFO ___FILE_ONLY___ ═
606
+ 2024-09-13 13:21:17,404 INFO ___FILE_ONLY___ ═
607
+ 2024-09-13 13:21:17,802 INFO ___FILE_ONLY___ ═
608
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609
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610
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611
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612
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613
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614
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615
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616
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617
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618
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619
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620
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621
+ 2024-09-13 13:21:18,323 INFO ___FILE_ONLY___ ═
622
+ 2024-09-13 13:21:18,348 INFO ___FILE_ONLY___ ═
623
+ 2024-09-13 13:21:18,377 INFO ___FILE_ONLY___ ═
624
+ 2024-09-13 13:21:18,424 INFO ___FILE_ONLY___ ═
625
+ 2024-09-13 13:21:18,444 INFO ___FILE_ONLY___ ═
626
+ 2024-09-13 13:21:18,463 INFO ___FILE_ONLY___ ═
627
+ 2024-09-13 13:21:18,486 INFO ___FILE_ONLY___ ═
628
+ 2024-09-13 13:21:18,512 INFO ___FILE_ONLY___ ═
629
+ 2024-09-13 13:21:18,545 INFO ___FILE_ONLY___ ═
630
+ 2024-09-13 13:21:19,725 INFO ___FILE_ONLY___ ═
631
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632
+ 2024-09-13 13:21:19,759 INFO ___FILE_ONLY___ ═
633
+ 2024-09-13 13:21:19,759 INFO ___FILE_ONLY___ ╝
634
+
635
+ 2024-09-13 13:21:19,877 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
636
+
637
+ 2024-09-13 13:21:19,877 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
638
+
639
+ 2024-09-13 13:21:19,877 INFO ___FILE_ONLY___ ╚
640
+ 2024-09-13 13:21:20,663 INFO ___FILE_ONLY___ ═
641
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642
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643
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644
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645
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646
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647
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648
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649
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650
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651
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652
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653
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654
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655
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656
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657
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658
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659
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660
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661
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662
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663
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664
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665
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666
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667
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668
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669
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670
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671
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672
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673
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674
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675
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676
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677
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678
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679
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680
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681
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682
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683
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684
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685
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686
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687
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688
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689
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690
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691
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692
+ 2024-09-13 13:21:21,441 INFO ___FILE_ONLY___ ═
693
+ 2024-09-13 13:21:21,452 INFO ___FILE_ONLY___ ═
694
+ 2024-09-13 13:21:21,464 INFO ___FILE_ONLY___ ═
695
+ 2024-09-13 13:21:21,475 INFO ___FILE_ONLY___ ═
696
+ 2024-09-13 13:21:21,486 INFO ___FILE_ONLY___ ═
697
+ 2024-09-13 13:21:21,508 INFO ___FILE_ONLY___ ═
698
+ 2024-09-13 13:21:21,525 INFO ___FILE_ONLY___ ═
699
+ 2024-09-13 13:21:21,544 INFO ___FILE_ONLY___ ═
700
+ 2024-09-13 13:21:21,544 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2024-09-13 13:21:21,624 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2024-09-13 13:21:21,624 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2024-09-13 13:21:21,624 INFO ___FILE_ONLY___ ╚
707
+ 2024-09-13 13:21:21,625 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2024-09-13 13:21:21,626 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2024-09-13 13:21:21,633 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2024-09-13 13:21:21,633 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2024-09-13 13:21:21,633 INFO ___FILE_ONLY___ ╚
715
+ 2024-09-13 13:21:21,639 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2024-09-13 13:21:21,639 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2024-09-13 13:21:21,641 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2024-09-13 13:21:21,641 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2024-09-13 13:21:21,641 INFO ___FILE_ONLY___ ╚
723
+ 2024-09-13 13:21:21,643 INFO ___FILE_ONLY___ ══════════════════════════════
724
+ 2024-09-13 13:21:21,643 INFO ___FILE_ONLY___ ══════════════════════════════
725
+ 2024-09-13 13:21:21,643 INFO ___FILE_ONLY___ ╝
726
+
727
+ 2024-09-13 13:21:21,651 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
728
+
729
+ 2024-09-13 13:21:21,651 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
+ 2024-09-13 13:21:21,651 INFO ___FILE_ONLY___ ╚
732
+ 2024-09-13 13:21:21,657 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
+ 2024-09-13 13:21:21,657 INFO ___FILE_ONLY___ ╝
734
+
735
+ 2024-09-13 13:21:21,659 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
736
+
737
+ 2024-09-13 13:21:21,659 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
+ 2024-09-13 13:21:21,659 INFO ___FILE_ONLY___ ╚
740
+ 2024-09-13 13:21:21,696 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2024-09-13 13:21:21,697 INFO ___FILE_ONLY___ ══════════════════════════════
742
+ 2024-09-13 13:21:21,697 INFO ___FILE_ONLY___ ╝
743
+
744
+ 2024-09-13 13:21:21,705 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
745
+
746
+ 2024-09-13 13:21:21,705 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2024-09-13 13:21:21,706 INFO ___FILE_ONLY___ ╚
749
+ 2024-09-13 13:21:21,706 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2024-09-13 13:21:21,706 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2024-09-13 13:21:21,716 DEBUG root Updating notification cache...
753
+ 2024-09-13 13:21:21,716 INFO ___FILE_ONLY___
754
+
755
+ 2024-09-13 13:21:21,718 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2024-09-13 13:21:21,719 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2024-09-13 13:21:33,311 DEBUG ___FILE_ONLY___
758
+ 2024-09-13 13:21:33,312 DEBUG ___FILE_ONLY___
759
+ 2024-09-13 13:21:33,499 INFO ___FILE_ONLY___
760
+ Update done!
761
+
762
+
763
+ 2024-09-13 13:21:33,503 DEBUG root Chosen display Format:none
764
+ 2024-09-13 13:21:33,503 INFO root Display format: "none"
.config/logs/2024.09.13/13.21.22.237233.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-09-13 13:21:22,238 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-09-13 13:21:22,240 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-09-13 13:21:22,243 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-09-13 13:21:33,207 DEBUG root Chosen display Format:none
5
+ 2024-09-13 13:21:33,208 INFO root Display format: "none"
.config/logs/2024.09.13/13.21.34.145594.log ADDED
@@ -0,0 +1,123 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-09-13 13:21:34,146 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-09-13 13:21:34,149 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2024-09-13 13:21:34,152 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2024-09-13 13:21:34,153 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2024-09-13 13:21:34,164 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2024-09-13 13:21:34,227 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 227002
8
+ 2024-09-13 13:21:34,248 WARNING root Component [compute] no longer exists.
9
+ 2024-09-13 13:21:34,249 WARNING root Component [preview] no longer exists.
10
+ 2024-09-13 13:21:34,250 INFO ___FILE_ONLY___
11
+
12
+ 2024-09-13 13:21:34,251 INFO ___FILE_ONLY___
13
+ Your current Google Cloud CLI version is: 492.0.0
14
+
15
+ 2024-09-13 13:21:34,251 INFO ___FILE_ONLY___ Installing components from version: 492.0.0
16
+
17
+ 2024-09-13 13:21:34,251 INFO ___FILE_ONLY___
18
+
19
+ 2024-09-13 13:21:34,251 DEBUG root Chosen display Format:table[box,title="These components will be removed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
20
+ 2024-09-13 13:21:34,252 DEBUG root Chosen display Format:table[box,title="These components will be updated."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
21
+ 2024-09-13 13:21:34,253 DEBUG root Chosen display Format:table[box,title="These components will be installed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
22
+ 2024-09-13 13:21:34,273 INFO ___FILE_ONLY___ ┌──────────────────────────────────────────────┐
23
+ 2024-09-13 13:21:34,273 INFO ___FILE_ONLY___
24
+
25
+ 2024-09-13 13:21:34,273 INFO ___FILE_ONLY___ │ These components will be installed. │
26
+ 2024-09-13 13:21:34,273 INFO ___FILE_ONLY___
27
+
28
+ 2024-09-13 13:21:34,273 INFO ___FILE_ONLY___ ├───────────────────────┬────────────┬─────────┤
29
+ 2024-09-13 13:21:34,273 INFO ___FILE_ONLY___
30
+
31
+ 2024-09-13 13:21:34,273 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
32
+ 2024-09-13 13:21:34,273 INFO ___FILE_ONLY___
33
+
34
+ 2024-09-13 13:21:34,273 INFO ___FILE_ONLY___ ├───────────────────────┼────────────┼─────────┤
35
+ 2024-09-13 13:21:34,273 INFO ___FILE_ONLY___
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+
37
+ 2024-09-13 13:21:34,274 INFO ___FILE_ONLY___ │
38
+ 2024-09-13 13:21:34,274 INFO ___FILE_ONLY___ gcloud Alpha Commands
39
+ 2024-09-13 13:21:34,274 INFO ___FILE_ONLY___
40
+ 2024-09-13 13:21:34,274 INFO ___FILE_ONLY___ │
41
+ 2024-09-13 13:21:34,274 INFO ___FILE_ONLY___ 2024.09.06
42
+ 2024-09-13 13:21:34,274 INFO ___FILE_ONLY___
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+ 2024-09-13 13:21:34,274 INFO ___FILE_ONLY___ │
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+ 2024-09-13 13:21:34,274 INFO ___FILE_ONLY___
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+
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+ 2024-09-13 13:21:34,275 INFO ___FILE_ONLY___ │
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+ 2024-09-13 13:21:34,275 INFO ___FILE_ONLY___ gcloud Beta Commands
51
+ 2024-09-13 13:21:34,275 INFO ___FILE_ONLY___
52
+ 2024-09-13 13:21:34,275 INFO ___FILE_ONLY___ │
53
+ 2024-09-13 13:21:34,275 INFO ___FILE_ONLY___ 2024.09.06
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+ 2024-09-13 13:21:34,275 INFO ___FILE_ONLY___
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+ 2024-09-13 13:21:34,275 INFO ___FILE_ONLY___ │
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+ 2024-09-13 13:21:34,275 INFO ___FILE_ONLY___ < 1 MiB
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+ 2024-09-13 13:21:34,276 INFO ___FILE_ONLY___ └───────────────────────┴────────────┴─────────┘
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+ 2024-09-13 13:21:34,276 INFO ___FILE_ONLY___
63
+
64
+ 2024-09-13 13:21:34,276 INFO ___FILE_ONLY___
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+
66
+ 2024-09-13 13:21:34,280 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
67
+ 2024-09-13 13:21:34,345 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1268805
68
+ 2024-09-13 13:21:34,428 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
69
+ https://cloud.google.com/sdk/release_notes
70
+
71
+
72
+ 2024-09-13 13:21:34,428 INFO ___FILE_ONLY___ Performing in place update...
73
+
74
+
75
+ 2024-09-13 13:21:34,430 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
76
+
77
+ 2024-09-13 13:21:34,431 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Alpha Commands ═╣
78
+
79
+ 2024-09-13 13:21:34,431 INFO ___FILE_ONLY___ ╚
80
+ 2024-09-13 13:21:34,434 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
81
+ 2024-09-13 13:21:34,499 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20240906153039.tar.gz HTTP/1.1" 200 800
82
+ 2024-09-13 13:21:34,500 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+
87
+ 2024-09-13 13:21:34,503 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Beta Commands ═╣
88
+
89
+ 2024-09-13 13:21:34,503 INFO ___FILE_ONLY___ ╚
90
+ 2024-09-13 13:21:34,507 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
91
+ 2024-09-13 13:21:34,568 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20240906153039.tar.gz HTTP/1.1" 200 797
92
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+
97
+ 2024-09-13 13:21:34,572 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
98
+
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+ 2024-09-13 13:21:34,572 INFO ___FILE_ONLY___ ╚
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+ 2024-09-13 13:21:34,573 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+
105
+ 2024-09-13 13:21:34,583 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
106
+
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+ 2024-09-13 13:21:34,583 INFO ___FILE_ONLY___ ╚
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+ 2024-09-13 13:21:34,584 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+ 2024-09-13 13:21:34,585 INFO ___FILE_ONLY___ ╝
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+
111
+ 2024-09-13 13:21:34,595 DEBUG root Updating notification cache...
112
+ 2024-09-13 13:21:34,596 INFO ___FILE_ONLY___
113
+
114
+ 2024-09-13 13:21:34,598 INFO ___FILE_ONLY___ Performing post processing steps...
115
+ 2024-09-13 13:21:34,598 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
116
+ 2024-09-13 13:21:46,443 DEBUG ___FILE_ONLY___
117
+ 2024-09-13 13:21:46,443 DEBUG ___FILE_ONLY___
118
+ 2024-09-13 13:21:46,643 INFO ___FILE_ONLY___
119
+ Update done!
120
+
121
+
122
+ 2024-09-13 13:21:46,646 DEBUG root Chosen display Format:none
123
+ 2024-09-13 13:21:46,647 INFO root Display format: "none"
.config/logs/2024.09.13/13.21.35.118476.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-09-13 13:21:35,119 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-09-13 13:21:35,121 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-09-13 13:21:35,124 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-09-13 13:21:46,339 DEBUG root Chosen display Format:none
5
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.config/logs/2024.09.13/13.21.47.270840.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-09-13 13:21:47,273 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-09-13 13:21:47,330 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-09-13 13:21:47,333 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2024-09-13 13:21:47,334 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2024-09-13 13:21:47,335 DEBUG root Chosen display Format:default
7
+ 2024-09-13 13:21:47,336 INFO root Display format: "default"
8
+ 2024-09-13 13:21:47,336 DEBUG root SDK update checks are disabled.
.config/logs/2024.09.13/13.21.47.994105.log ADDED
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1
+ 2024-09-13 13:21:47,996 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-09-13 13:21:48,052 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-09-13 13:21:48,055 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2024-09-13 13:21:48,056 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2024-09-13 13:21:48,057 DEBUG root Chosen display Format:default
7
+ 2024-09-13 13:21:48,058 INFO root Display format: "default"
8
+ 2024-09-13 13:21:48,059 DEBUG root SDK update checks are disabled.
README.md CHANGED
@@ -1,12 +1,6 @@
1
  ---
2
- title: Gch
3
- emoji: 🔥
4
- colorFrom: pink
5
- colorTo: purple
6
  sdk: gradio
7
  sdk_version: 4.44.0
8
- app_file: app.py
9
- pinned: false
10
  ---
11
-
12
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
1
  ---
2
+ title: gch
3
+ app_file: app.py
 
 
4
  sdk: gradio
5
  sdk_version: 4.44.0
 
 
6
  ---
 
 
app.py ADDED
@@ -0,0 +1,297 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from gradio_calendar import Calendar
3
+ import datetime
4
+ import requests
5
+ import pandas as pd
6
+ import os
7
+ import matplotlib.pyplot as plt
8
+ import seaborn as sns
9
+ import numpy as np
10
+ import calendar
11
+
12
+ url = "https://api.brevo.com/v3/smtp/statistics/events"
13
+ headers = {
14
+ 'accept': 'application/json',
15
+ 'api-key': os.getenv('BREVO_API_KEY')
16
+ }
17
+ events_cols = [
18
+ 'collectivite',
19
+ 'email',
20
+ 'date',
21
+ 'subject',
22
+ 'event',
23
+ 'g_men',
24
+ 'g_conso',
25
+ 'ressource',
26
+ ]
27
+
28
+ # Recursively filter logs to get all logs
29
+ def get_events(limit=5000, offset=0, **kwargs):
30
+ try:
31
+ # Get all your transactional email activity (unaggregated events)
32
+ params = {'limit': limit, 'offset': offset}
33
+ params.update(kwargs)
34
+ api_response = requests.get(url=url, params=params, headers=headers)
35
+ response = api_response.json()
36
+ events = response['events']
37
+ print(f"- Found {len(events)} events (limit={limit} - offset={offset}).")
38
+
39
+ except Exception as e:
40
+ print("Exception when calling TransactionalEmailsApi->get_email_event_report: %s\n" % e)
41
+ events = []
42
+
43
+ if len(events) < limit:
44
+ # print("All logs found.")
45
+ return events
46
+ else:
47
+ return events + get_events(limit=limit, offset=offset+limit, **kwargs)
48
+
49
+ def get_all_events(year, months):
50
+ df = pd.DataFrame()
51
+ for month in months:
52
+ startDate = f'{year}-{month:02d}-01'
53
+ endDate = f'{year}-{month:02d}-{calendar.monthrange(year, month)[1]}'
54
+ today = datetime.date.today().strftime('%Y-%m-%d')
55
+ if endDate > today:
56
+ endDate = today
57
+
58
+ if startDate < today:
59
+ print(f'{year}.{month:02d}:')
60
+ events = get_events(startDate=startDate, endDate=endDate, sort='asc')
61
+ df = pd.concat([df, pd.DataFrame(events)])
62
+ print(f'=> Found {len(events)} month events.\n')
63
+ print(f'=> Found {len(df)} total events.')
64
+ return df
65
+
66
+ # Add stratification datas
67
+ def get_stratification_datas(events_df, users_df):
68
+ # Join dataset
69
+ dataset = users_df.merge(events_df, left_on='mail', right_on='email', how='left')
70
+ filter = dataset['messageId'].notna()
71
+ dataset = dataset[filter]
72
+ # dataset = dataset.drop(columns='date').drop_duplicates().reset_index(drop=True)
73
+ return dataset
74
+
75
+ # Filter event
76
+ def filter_datas(df, filters):
77
+ # print("Filters:", filters)
78
+ if not filters:
79
+ return df
80
+ k, v = filters[0]
81
+ # print(f"Filter on {k} = {v}")
82
+ filter = df[k].isin(v)
83
+ return filter_datas(df[filter], filters[1:])
84
+
85
+ # Filter on date
86
+ def filter_dates(df, start_date, end_date):
87
+ start = np.datetime64(start_date) if start_date else np.datetime64(events_df['date'].min())
88
+ end = np.datetime64(end_date) if end_date else np.datetime64(events_df['date'].max())
89
+ filter = (df['date']>=start) & (df['date']<end)
90
+ return df[filter].drop(columns='date').drop_duplicates().reset_index(drop=True)
91
+
92
+ strate_dict = {
93
+ 'g_men': 'Ménage',
94
+ 'g_conso': 'Consommation'
95
+ }
96
+
97
+ events_dict = {
98
+ 'delivered': 'Envoyé',
99
+ 'opened': 'Ouvert',
100
+ 'loadedByProxy': 'Ouvert (Apple)',
101
+ 'clicks': 'Cliqué',
102
+ 'unsubscribed': 'Désinscrit'
103
+ }
104
+
105
+ # Load users
106
+ filename = "dataset.csv"
107
+ users_df = pd.read_csv(filename)
108
+ print(f'- Loaded users datas: {users_df.shape}.')
109
+
110
+ # Load consumptions
111
+ filename = "consos_mois.csv"
112
+ consos_df = pd.read_csv(filename)
113
+ # consos_df['periode'] = consos_df['periode'].astype(str).replace('2023.1', '2023.10')
114
+ print(f'- Loaded consos datas: {consos_df.shape}.')
115
+
116
+ # Load log events
117
+ print('Load events dataframe...')
118
+ events_df = get_all_events(year=2024,
119
+ months=list(range(5, 11)))
120
+ print(events_df.columns)
121
+ # Remove test users
122
+ filter = events_df['email'].isin(['[email protected], anne@thegoodtrack', '[email protected]', '[email protected]', '[email protected]', '[email protected]'])
123
+ events_df = events_df[~filter].reset_index()
124
+
125
+ # Remove impact mails
126
+ filter = events_df['templateId'].isin([39, 40])
127
+ events_df = events_df[~filter].reset_index()
128
+
129
+ # Cast datetime column
130
+ events_df['date'] = pd.to_datetime(events_df['date']).dt.tz_localize(None)
131
+ print('Build dataset...')
132
+ dataset = get_stratification_datas(events_df, users_df)
133
+
134
+ # Event col
135
+ filter = dataset['event'].isin(events_dict.keys())
136
+ dataset = dataset[filter]
137
+ dataset['event'] = dataset['event'].map(events_dict)
138
+
139
+ # Strates col
140
+ # dataset.rename(columns=strate_dict, inplace=True)
141
+ print(f'Dataset ready: {dataset.shape}.')
142
+
143
+ def mails(community, subjects, start_date, end_date, gmens, gconsos, ressources):
144
+ # Filter dates
145
+ events_df = filter_dates(dataset, start_date, end_date)
146
+
147
+ # Filter events
148
+ filters = []
149
+ if community:
150
+ filters.append(('collectivite', community))
151
+ if subjects:
152
+ filters.append(('subject', subjects))
153
+ if gmens:
154
+ filters.append(('g_men', gmens))
155
+ if gconsos:
156
+ filters.append(('g_conso', gconsos))
157
+ if ressources:
158
+ filters.append(('ressource', ressources))
159
+
160
+ events_df = filter_datas(events_df, filters)
161
+ events_df = events_df[['email', 'subject', 'event']].drop_duplicates()
162
+ events = events_df['event'].value_counts()
163
+
164
+ # Build fig
165
+ #x = events.index
166
+ #y = events.values
167
+ #fig, ax = plt.subplots()
168
+ #bars = ax.bar(x, y, color=sns.palettes.mpl_palette('Dark2'))
169
+ #ax.bar_label(bars)
170
+
171
+ # Get logs
172
+ filter = events_df['event'] == 'Envoyé'
173
+ total = len(events_df[filter])
174
+ if total > 0:
175
+ logs = {f'{k} ({v})':v/total for k, v in events.to_dict().items()}
176
+ else:
177
+ logs = {f'{k} ({v})':v for k, v in events.to_dict().items()}
178
+ return logs
179
+
180
+ def consos(community, periods, group):
181
+ # Filter consos
182
+ filters = []
183
+ if community:
184
+ filters.append(('collectivite', community))
185
+ if periods:
186
+ filters.append(('periode', periods))
187
+ if group:
188
+ filters.append(('group', group))
189
+
190
+ datas = filter_datas(consos_df, filters)
191
+ width = 0.4 # the width of the bars
192
+ multiplier = 0
193
+
194
+ periods = datas['periode'].astype(str).unique()
195
+ x = np.arange(len(periods))
196
+
197
+ test_group = datas[datas['group']=='test'][['periode', 'consommation']]
198
+ control_group = datas[datas['group']=='control'][['periode', 'consommation']]
199
+
200
+
201
+ # fig_sum
202
+ fig_sum, ax_sum = plt.subplots(layout='constrained', figsize=(max(len(x), 10), 10))
203
+ group_consos_sum = {
204
+ 'test': test_group.groupby('periode').sum()['consommation'].tolist(),
205
+ 'control': control_group.groupby('periode').sum()['consommation'].tolist(),
206
+ }
207
+ for group, consumptions in group_consos_sum.items():
208
+ offset = width * multiplier
209
+ rects = ax_sum.bar(x + offset, [round(c/(1000*1000)) for c in consumptions], width, label=group)
210
+ ax_sum.bar_label(rects, padding=3)
211
+ multiplier += 1
212
+ ax_sum.set_title('Evolution de la consommation cumulée par groupe test/contrôle')
213
+ ax_sum.set_ylabel('Consommation (dam3 = 1000 m3)')
214
+ ax_sum.set_xlabel('Période')
215
+ ax_sum.set_xticks(x + width, periods)
216
+ ax_sum.legend(loc='upper right', ncols=2)
217
+
218
+ # fig_med
219
+ width = 0.4 # the width of the bars
220
+ multiplier = 0
221
+ fig_med, ax_med = plt.subplots(layout='constrained', figsize=(max(len(x), 10), 5))
222
+ group_consos_med = {
223
+ 'test': test_group.groupby('periode').median()['consommation'].tolist(),
224
+ 'control': control_group.groupby('periode').median()['consommation'].tolist(),
225
+ }
226
+ for group, consumptions in group_consos_med.items():
227
+ offset = width * multiplier
228
+ rects = ax_med.bar(x + offset, [round(c/1000, 1) for c in consumptions], width, label=group)
229
+ ax_med.bar_label(rects, padding=3)
230
+ multiplier += 1
231
+ ax_med.set_title('Evolution de la consommation médiane par groupe test/contrôle')
232
+ ax_med.set_ylabel('Consommation (m3)')
233
+ ax_med.set_xlabel('Période')
234
+ ax_med.set_xticks(x + width, periods)
235
+ ax_med.legend(loc='upper right', ncols=2)
236
+
237
+ # fig_mean
238
+ width = 0.4 # the width of the bars
239
+ multiplier = 0
240
+ fig_mean, ax_mean = plt.subplots(layout='constrained', figsize=(max(len(x), 10), 5))
241
+ group_consos_mean = {
242
+ 'test': test_group.groupby('periode').mean()['consommation'].tolist(),
243
+ 'control': control_group.groupby('periode').mean()['consommation'].tolist(),
244
+ }
245
+ for group, consumptions in group_consos_mean.items():
246
+ offset = width * multiplier
247
+ rects = ax_mean.bar(x + offset, [round(c/1000, 1) for c in consumptions], width, label=group)
248
+ ax_mean.bar_label(rects, padding=3)
249
+ multiplier += 1
250
+ ax_mean.set_title('Evolution de la consommation moyenne par groupe test/contrôle')
251
+ ax_mean.set_ylabel('Consommation (m3)')
252
+ ax_mean.set_xlabel('Période')
253
+ ax_mean.set_xticks(x + width, periods)
254
+ ax_mean.legend(loc='upper right', ncols=2)
255
+ return fig_sum, fig_med, fig_mean
256
+
257
+ def results(subjects, start_date, end_date, gmens, gconsos, ressources):
258
+ community = None
259
+ campaign = mails(community, subjects, start_date, end_date, gmens, gconsos, ressources)
260
+ start = start_date if start_date else events_df['date'].min()
261
+ end = end_date if end_date else events_df['date'].max()
262
+ periods = [start.strftime("%Y.%m"), end.strftime("%Y.%m")]
263
+ group = None
264
+ periods= None
265
+ consos_sum, consos_med, consos_mean = consos(community, periods, group)
266
+ return campaign, consos_med, consos_sum #, consos_sum, consos_mean
267
+
268
+ main_interface = gr.Interface(
269
+ fn=results,
270
+ inputs=[
271
+ #gr.Dropdown(choices=list(dataset['collectivite'].unique()), multiselect=True, allow_custom_value=False, label="Collectivité", info="Choisir une ou plusieurs collectivités"),
272
+ gr.Dropdown(choices=list(dataset['subject'].unique()), multiselect=True, allow_custom_value=False, label="Mél envoyé", info="Choisir un ou plusieurs emails envoyés"),
273
+ Calendar(type="datetime", value=events_df['date'].min(), label="Date de début", info="Choisir une date de début"),
274
+ Calendar(type="datetime", value=events_df['date'].max(), label="Date de fin", info="Choisir une date de fin"),
275
+ #gr.Dropdown(choices=list(dataset['event'].unique()), multiselect=True, allow_custom_value=False, label="Evénement", info="Choisir un ou plusieurs événements"),
276
+ gr.Dropdown(choices=list(dataset['g_men'].unique()), multiselect=True, allow_custom_value=False, label="Type de ménage", info="Choisir un ou plusieurs groupes"),
277
+ gr.Dropdown(choices=list(dataset['g_conso'].unique()), multiselect=True, allow_custom_value=False, label="Type de consommation", info="Choisir un ou plusieurs groupes"),
278
+ gr.Dropdown(choices=list(dataset['ressource'].unique()), multiselect=True, allow_custom_value=False, label="Ressource", info="Choisir une ou plusieurs ressources"),
279
+ #gr.Textbox(label="Recherche", info="Votre recherche (mots séparés par des virgules pour des recherches multiples)"),
280
+ #gr.Dropdown(choices=list(origins.keys()), value=list(origins.keys())[0], label="Origine", info="Choisir un type de donnée à interroger"),
281
+ #gr.Number(value=10, label="Nombre de résultats", info="Nombre de résultats attendus")
282
+ ],
283
+ outputs=[
284
+ gr.Label(label="Méls"),
285
+ gr.Plot(label="Médian"),
286
+ gr.Plot(label="Cumul"),
287
+ # gr.Plot(label="Moyenne"),
288
+ ],
289
+ examples=[
290
+ ],
291
+ cache_examples=False
292
+ )
293
+
294
+ #gradio_app = gr.TabbedInterface([main_interface, consos_interface], tab_names=['Méls', 'Consommations'], title="Préservons l'eau - Tableau de bord")
295
+ gradio_app = main_interface
296
+ if __name__ == "__main__":
297
+ gradio_app.launch(auth=("alerte", "renforcée"), share=True)
consos_mois.csv ADDED
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dataset.csv ADDED
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requirements.txt ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ gradio_calendar==0.0.4
2
+ seaborn==0.13.1