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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/2024.09.04/13.21.39.803048.log +764 -0
  11. .config/logs/2024.09.04/13.22.00.907281.log +5 -0
  12. .config/logs/2024.09.04/13.22.11.303936.log +123 -0
  13. .config/logs/2024.09.04/13.22.12.372124.log +5 -0
  14. .config/logs/2024.09.04/13.22.22.733196.log +8 -0
  15. .config/logs/2024.09.04/13.22.23.371829.log +8 -0
  16. README.md +2 -8
  17. app.py +302 -0
  18. consos.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: 1725456130.7340035
.config/.last_update_check.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"last_update_check_time": 1725456131.9034815, "last_update_check_revision": 20240823153932, "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/2024.09.04/13.21.39.803048.log ADDED
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+ 2024-09-04 13:21:51,828 DEBUG root Loaded Command Group: ['gcloud', 'components']
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+ 2024-09-04 13:21:51,835 DEBUG root Running [gcloud.components.update] with arguments: [--allow-no-backup: "True", --compile-python: "True", --quiet: "True", COMPONENT-IDS:6: "['core', 'gcloud-deps', 'bq', 'gcloud', 'gcloud-crc32c', 'gsutil']"]
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+ 2024-09-04 13:21:51,836 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
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+ 2024-09-04 13:21:52,002 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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+ 2024-09-04 13:21:52,044 INFO ___FILE_ONLY___ │ These components will be installed. │
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+ 2024-09-04 13:21:52,056 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2024-09-04 13:21:52,206 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
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+ 2024-09-04 13:21:52,207 INFO ___FILE_ONLY___ Performing in place update...
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+ 2024-09-04 13:21:52,209 INFO ___FILE_ONLY___ ╠═ Downloading: BigQuery Command Line Tool ═╣
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+ 2024-09-04 13:21:52,212 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2024-09-04 13:21:52,601 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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373
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375
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391
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393
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474
+
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480
+ 2024-09-04 13:21:53,494 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
481
+ 2024-09-04 13:21:53,562 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
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483
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484
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485
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486
+
487
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488
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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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544
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545
+ 2024-09-04 13:21:53,832 INFO ___FILE_ONLY___ ═
546
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547
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548
+ 2024-09-04 13:21:53,838 INFO ___FILE_ONLY___ ═
549
+ 2024-09-04 13:21:53,841 INFO ___FILE_ONLY___ ═
550
+ 2024-09-04 13:21:53,841 INFO ___FILE_ONLY___ ╝
551
+
552
+ 2024-09-04 13:21:53,853 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
553
+
554
+ 2024-09-04 13:21:53,853 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
555
+
556
+ 2024-09-04 13:21:53,853 INFO ___FILE_ONLY___ ╚
557
+ 2024-09-04 13:21:53,854 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
558
+ 2024-09-04 13:21:53,855 INFO ___FILE_ONLY___ ╝
559
+
560
+ 2024-09-04 13:21:53,862 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
561
+
562
+ 2024-09-04 13:21:53,863 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
563
+
564
+ 2024-09-04 13:21:53,863 INFO ___FILE_ONLY___ ╚
565
+ 2024-09-04 13:21:53,869 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
566
+ 2024-09-04 13:21:53,869 INFO ___FILE_ONLY___ ╝
567
+
568
+ 2024-09-04 13:21:53,872 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
569
+
570
+ 2024-09-04 13:21:53,872 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 (Platform Specific) ═╣
571
+
572
+ 2024-09-04 13:21:53,872 INFO ___FILE_ONLY___ ╚
573
+ 2024-09-04 13:21:56,076 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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588
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589
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590
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591
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592
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593
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595
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602
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603
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604
+ 2024-09-04 13:21:56,473 INFO ___FILE_ONLY___ ═
605
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606
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607
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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
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622
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623
+ 2024-09-04 13:21:57,384 INFO ___FILE_ONLY___ ═
624
+ 2024-09-04 13:21:57,428 INFO ___FILE_ONLY___ ═
625
+ 2024-09-04 13:21:57,447 INFO ___FILE_ONLY___ ═
626
+ 2024-09-04 13:21:57,465 INFO ___FILE_ONLY___ ═
627
+ 2024-09-04 13:21:57,487 INFO ___FILE_ONLY___ ═
628
+ 2024-09-04 13:21:57,510 INFO ___FILE_ONLY___ ═
629
+ 2024-09-04 13:21:57,539 INFO ___FILE_ONLY___ ═
630
+ 2024-09-04 13:21:58,634 INFO ___FILE_ONLY___ ═
631
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632
+ 2024-09-04 13:21:58,664 INFO ___FILE_ONLY___ ═
633
+ 2024-09-04 13:21:58,664 INFO ___FILE_ONLY___ ╝
634
+
635
+ 2024-09-04 13:21:58,741 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
636
+
637
+ 2024-09-04 13:21:58,741 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
638
+
639
+ 2024-09-04 13:21:58,741 INFO ___FILE_ONLY___ ╚
640
+ 2024-09-04 13:21:59,425 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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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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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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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
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693
+ 2024-09-04 13:22:00,218 INFO ___FILE_ONLY___ ═
694
+ 2024-09-04 13:22:00,228 INFO ___FILE_ONLY___ ═
695
+ 2024-09-04 13:22:00,238 INFO ___FILE_ONLY___ ═
696
+ 2024-09-04 13:22:00,248 INFO ___FILE_ONLY___ ═
697
+ 2024-09-04 13:22:00,270 INFO ___FILE_ONLY___ ═
698
+ 2024-09-04 13:22:00,287 INFO ___FILE_ONLY___ ═
699
+ 2024-09-04 13:22:00,304 INFO ___FILE_ONLY___ ═
700
+ 2024-09-04 13:22:00,304 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2024-09-04 13:22:00,357 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2024-09-04 13:22:00,357 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2024-09-04 13:22:00,358 INFO ___FILE_ONLY___ ╚
707
+ 2024-09-04 13:22:00,359 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2024-09-04 13:22:00,359 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2024-09-04 13:22:00,365 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2024-09-04 13:22:00,365 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2024-09-04 13:22:00,366 INFO ___FILE_ONLY___ ╚
715
+ 2024-09-04 13:22:00,370 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2024-09-04 13:22:00,370 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2024-09-04 13:22:00,372 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2024-09-04 13:22:00,372 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2024-09-04 13:22:00,372 INFO ___FILE_ONLY___ ╚
723
+ 2024-09-04 13:22:00,373 INFO ___FILE_ONLY___ ══════════════════════════════
724
+ 2024-09-04 13:22:00,374 INFO ___FILE_ONLY___ ══════════════════════════════
725
+ 2024-09-04 13:22:00,379 INFO ___FILE_ONLY___ ╝
726
+
727
+ 2024-09-04 13:22:00,386 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
728
+
729
+ 2024-09-04 13:22:00,386 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
+ 2024-09-04 13:22:00,386 INFO ___FILE_ONLY___ ╚
732
+ 2024-09-04 13:22:00,391 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
+ 2024-09-04 13:22:00,391 INFO ___FILE_ONLY___ ╝
734
+
735
+ 2024-09-04 13:22:00,393 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
736
+
737
+ 2024-09-04 13:22:00,393 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
+ 2024-09-04 13:22:00,393 INFO ___FILE_ONLY___ ╚
740
+ 2024-09-04 13:22:00,432 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2024-09-04 13:22:00,432 INFO ___FILE_ONLY___ ══════════════════════════════
742
+ 2024-09-04 13:22:00,432 INFO ___FILE_ONLY___ ╝
743
+
744
+ 2024-09-04 13:22:00,439 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
745
+
746
+ 2024-09-04 13:22:00,439 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2024-09-04 13:22:00,439 INFO ___FILE_ONLY___ ╚
749
+ 2024-09-04 13:22:00,440 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2024-09-04 13:22:00,440 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2024-09-04 13:22:00,448 DEBUG root Updating notification cache...
753
+ 2024-09-04 13:22:00,448 INFO ___FILE_ONLY___
754
+
755
+ 2024-09-04 13:22:00,450 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2024-09-04 13:22:00,451 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2024-09-04 13:22:10,677 DEBUG ___FILE_ONLY___
758
+ 2024-09-04 13:22:10,678 DEBUG ___FILE_ONLY___
759
+ 2024-09-04 13:22:10,729 INFO ___FILE_ONLY___
760
+ Update done!
761
+
762
+
763
+ 2024-09-04 13:22:10,732 DEBUG root Chosen display Format:none
764
+ 2024-09-04 13:22:10,733 INFO root Display format: "none"
.config/logs/2024.09.04/13.22.00.907281.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-09-04 13:22:00,908 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-09-04 13:22:00,910 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-09-04 13:22:00,912 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-09-04 13:22:10,581 DEBUG root Chosen display Format:none
5
+ 2024-09-04 13:22:10,582 INFO root Display format: "none"
.config/logs/2024.09.04/13.22.11.303936.log ADDED
@@ -0,0 +1,123 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-09-04 13:22:11,304 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-09-04 13:22:11,307 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2024-09-04 13:22:11,309 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2024-09-04 13:22:11,311 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2024-09-04 13:22:11,320 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2024-09-04 13:22:11,439 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 229029
8
+ 2024-09-04 13:22:11,455 WARNING root Component [preview] no longer exists.
9
+ 2024-09-04 13:22:11,456 WARNING root Component [compute] no longer exists.
10
+ 2024-09-04 13:22:11,457 INFO ___FILE_ONLY___
11
+
12
+ 2024-09-04 13:22:11,457 INFO ___FILE_ONLY___
13
+ Your current Google Cloud CLI version is: 490.0.0
14
+
15
+ 2024-09-04 13:22:11,457 INFO ___FILE_ONLY___ Installing components from version: 490.0.0
16
+
17
+ 2024-09-04 13:22:11,457 INFO ___FILE_ONLY___
18
+
19
+ 2024-09-04 13:22:11,458 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
+ 2024-09-04 13:22:11,458 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
+ 2024-09-04 13:22:11,459 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
+ 2024-09-04 13:22:11,476 INFO ___FILE_ONLY___ ┌──────────────────────────────────────────────┐
23
+ 2024-09-04 13:22:11,477 INFO ___FILE_ONLY___
24
+
25
+ 2024-09-04 13:22:11,477 INFO ___FILE_ONLY___ │ These components will be installed. │
26
+ 2024-09-04 13:22:11,477 INFO ___FILE_ONLY___
27
+
28
+ 2024-09-04 13:22:11,477 INFO ___FILE_ONLY___ ├───────────────────────┬────────────┬─────────┤
29
+ 2024-09-04 13:22:11,477 INFO ___FILE_ONLY___
30
+
31
+ 2024-09-04 13:22:11,477 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
32
+ 2024-09-04 13:22:11,477 INFO ___FILE_ONLY___
33
+
34
+ 2024-09-04 13:22:11,477 INFO ___FILE_ONLY___ ├───────────────────────┼────────────┼─────────┤
35
+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___
36
+
37
+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___ │
38
+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___ gcloud Alpha Commands
39
+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___
40
+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___ │
41
+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___ 2024.08.23
42
+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___
43
+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___ │
44
+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___ < 1 MiB
45
+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___
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+ 2024-09-04 13:22:11,478 INFO ___FILE_ONLY___ │
47
+ 2024-09-04 13:22:11,479 INFO ___FILE_ONLY___
48
+
49
+ 2024-09-04 13:22:11,479 INFO ___FILE_ONLY___ │
50
+ 2024-09-04 13:22:11,479 INFO ___FILE_ONLY___ gcloud Beta Commands
51
+ 2024-09-04 13:22:11,479 INFO ___FILE_ONLY___
52
+ 2024-09-04 13:22:11,479 INFO ___FILE_ONLY___ │
53
+ 2024-09-04 13:22:11,479 INFO ___FILE_ONLY___ 2024.08.23
54
+ 2024-09-04 13:22:11,479 INFO ___FILE_ONLY___
55
+ 2024-09-04 13:22:11,479 INFO ___FILE_ONLY___ │
56
+ 2024-09-04 13:22:11,479 INFO ___FILE_ONLY___ < 1 MiB
57
+ 2024-09-04 13:22:11,480 INFO ___FILE_ONLY___
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+ 2024-09-04 13:22:11,480 INFO ___FILE_ONLY___ │
59
+ 2024-09-04 13:22:11,480 INFO ___FILE_ONLY___
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+
61
+ 2024-09-04 13:22:11,480 INFO ___FILE_ONLY___ └───────────────────────┴────────────┴─────────┘
62
+ 2024-09-04 13:22:11,480 INFO ___FILE_ONLY___
63
+
64
+ 2024-09-04 13:22:11,480 INFO ___FILE_ONLY___
65
+
66
+ 2024-09-04 13:22:11,484 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
67
+ 2024-09-04 13:22:11,602 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1262868
68
+ 2024-09-04 13:22:11,638 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
69
+ https://cloud.google.com/sdk/release_notes
70
+
71
+
72
+ 2024-09-04 13:22:11,638 INFO ___FILE_ONLY___ Performing in place update...
73
+
74
+
75
+ 2024-09-04 13:22:11,640 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
76
+
77
+ 2024-09-04 13:22:11,640 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Alpha Commands ═╣
78
+
79
+ 2024-09-04 13:22:11,641 INFO ___FILE_ONLY___ ╚
80
+ 2024-09-04 13:22:11,644 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
81
+ 2024-09-04 13:22:11,760 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20240823153932.tar.gz HTTP/1.1" 200 800
82
+ 2024-09-04 13:22:11,761 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
83
+ 2024-09-04 13:22:11,761 INFO ___FILE_ONLY___ ╝
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+
85
+ 2024-09-04 13:22:11,763 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
86
+
87
+ 2024-09-04 13:22:11,764 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Beta Commands ═╣
88
+
89
+ 2024-09-04 13:22:11,764 INFO ___FILE_ONLY___ ╚
90
+ 2024-09-04 13:22:11,767 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
91
+ 2024-09-04 13:22:11,881 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20240823153932.tar.gz HTTP/1.1" 200 797
92
+ 2024-09-04 13:22:11,882 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+ 2024-09-04 13:22:11,882 INFO ___FILE_ONLY___ ╝
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+
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+ 2024-09-04 13:22:11,884 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
96
+
97
+ 2024-09-04 13:22:11,885 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
98
+
99
+ 2024-09-04 13:22:11,885 INFO ___FILE_ONLY___ ╚
100
+ 2024-09-04 13:22:11,886 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+ 2024-09-04 13:22:11,886 INFO ___FILE_ONLY___ ╝
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+
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+ 2024-09-04 13:22:11,894 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
104
+
105
+ 2024-09-04 13:22:11,894 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
106
+
107
+ 2024-09-04 13:22:11,894 INFO ___FILE_ONLY___ ╚
108
+ 2024-09-04 13:22:11,895 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
109
+ 2024-09-04 13:22:11,895 INFO ___FILE_ONLY___ ╝
110
+
111
+ 2024-09-04 13:22:11,903 DEBUG root Updating notification cache...
112
+ 2024-09-04 13:22:11,903 INFO ___FILE_ONLY___
113
+
114
+ 2024-09-04 13:22:11,905 INFO ___FILE_ONLY___ Performing post processing steps...
115
+ 2024-09-04 13:22:11,906 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
116
+ 2024-09-04 13:22:21,960 DEBUG ___FILE_ONLY___
117
+ 2024-09-04 13:22:21,961 DEBUG ___FILE_ONLY___
118
+ 2024-09-04 13:22:22,177 INFO ___FILE_ONLY___
119
+ Update done!
120
+
121
+
122
+ 2024-09-04 13:22:22,180 DEBUG root Chosen display Format:none
123
+ 2024-09-04 13:22:22,181 INFO root Display format: "none"
.config/logs/2024.09.04/13.22.12.372124.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-09-04 13:22:12,373 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-09-04 13:22:12,375 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-09-04 13:22:12,377 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-09-04 13:22:21,871 DEBUG root Chosen display Format:none
5
+ 2024-09-04 13:22:21,872 INFO root Display format: "none"
.config/logs/2024.09.04/13.22.22.733196.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-09-04 13:22:22,735 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-09-04 13:22:22,785 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-09-04 13:22:22,787 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2024-09-04 13:22:22,788 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2024-09-04 13:22:22,789 DEBUG root Chosen display Format:default
7
+ 2024-09-04 13:22:22,790 INFO root Display format: "default"
8
+ 2024-09-04 13:22:22,790 DEBUG root SDK update checks are disabled.
.config/logs/2024.09.04/13.22.23.371829.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-09-04 13:22:23,373 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-09-04 13:22:23,423 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-09-04 13:22:23,426 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2024-09-04 13:22:23,427 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2024-09-04 13:22:23,428 DEBUG root Chosen display Format:default
7
+ 2024-09-04 13:22:23,429 INFO root Display format: "default"
8
+ 2024-09-04 13:22:23,429 DEBUG root SDK update checks are disabled.
README.md CHANGED
@@ -1,12 +1,6 @@
1
  ---
2
- title: Smgc
3
- emoji: 📚
4
- colorFrom: gray
5
- colorTo: purple
6
  sdk: gradio
7
  sdk_version: 4.43.0
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: smgc
3
+ app_file: app.py
 
 
4
  sdk: gradio
5
  sdk_version: 4.43.0
 
 
6
  ---
 
 
app.py ADDED
@@ -0,0 +1,302 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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.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
+
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
+ # Rename subject
140
+ com_sub = 'savez-vous comment se porte votre ressource en eau ?'
141
+ subjects = [com_sub.capitalize() if com_sub in sub else sub for sub in dataset['subject']]
142
+ dataset['subject'] = subjects
143
+
144
+ # Strates col
145
+ # dataset.rename(columns=strate_dict, inplace=True)
146
+ print(f'Dataset ready: {dataset.shape}.')
147
+
148
+ def mails(community, subjects, start_date, end_date, gmens, gconsos, ressources):
149
+ # Filter dates
150
+ events_df = filter_dates(dataset, start_date, end_date)
151
+
152
+ # Filter events
153
+ filters = []
154
+ if community:
155
+ filters.append(('collectivite', community))
156
+ if subjects:
157
+ filters.append(('subject', subjects))
158
+ if gmens:
159
+ filters.append(('g_men', gmens))
160
+ if gconsos:
161
+ filters.append(('g_conso', gconsos))
162
+ if ressources:
163
+ filters.append(('ressource', ressources))
164
+
165
+ events_df = filter_datas(events_df, filters)
166
+ events_df = events_df[['email', 'subject', 'event']].drop_duplicates()
167
+ events = events_df['event'].value_counts()
168
+
169
+ # Build fig
170
+ #x = events.index
171
+ #y = events.values
172
+ #fig, ax = plt.subplots()
173
+ #bars = ax.bar(x, y, color=sns.palettes.mpl_palette('Dark2'))
174
+ #ax.bar_label(bars)
175
+
176
+ # Get logs
177
+ filter = events_df['event'] == 'Envoyé'
178
+ total = len(events_df[filter])
179
+ if total > 0:
180
+ logs = {f'{k} ({v})':v/total for k, v in events.to_dict().items()}
181
+ else:
182
+ logs = {f'{k} ({v})':v for k, v in events.to_dict().items()}
183
+ return logs
184
+
185
+ def consos(community, periods, group):
186
+ # Filter consos
187
+ filters = []
188
+ if community:
189
+ filters.append(('collectivite', community))
190
+ if periods:
191
+ filters.append(('periode', periods))
192
+ if group:
193
+ filters.append(('group', group))
194
+
195
+ datas = filter_datas(consos_df, filters)
196
+ width = 0.4 # the width of the bars
197
+ multiplier = 0
198
+
199
+ periods = datas['periode'].astype(str).unique()
200
+ x = np.arange(len(periods))
201
+
202
+ test_group = datas[datas['group']=='test'][['periode', 'consommation']]
203
+ control_group = datas[datas['group']=='control'][['periode', 'consommation']]
204
+
205
+
206
+ # fig_sum
207
+ fig_sum, ax_sum = plt.subplots(layout='constrained', figsize=(max(len(x), 10), 10))
208
+ group_consos_sum = {
209
+ 'test': test_group.groupby('periode').sum()['consommation'].tolist(),
210
+ 'control': control_group.groupby('periode').sum()['consommation'].tolist(),
211
+ }
212
+ for group, consumptions in group_consos_sum.items():
213
+ offset = width * multiplier
214
+ rects = ax_sum.bar(x + offset, [round(c/(1000*1000)) for c in consumptions], width, label=group)
215
+ ax_sum.bar_label(rects, padding=3)
216
+ multiplier += 1
217
+ ax_sum.set_title('Evolution de la consommation cumulée par groupe test/contrôle')
218
+ ax_sum.set_ylabel('Consommation (dam3 = 1000 m3)')
219
+ ax_sum.set_xlabel('Période')
220
+ ax_sum.set_xticks(x + width, periods)
221
+ ax_sum.legend(loc='upper right', ncols=2)
222
+
223
+ # fig_med
224
+ width = 0.4 # the width of the bars
225
+ multiplier = 0
226
+ fig_med, ax_med = plt.subplots(layout='constrained', figsize=(max(len(x), 10), 5))
227
+ group_consos_med = {
228
+ 'test': test_group.groupby('periode').median()['consommation'].tolist(),
229
+ 'control': control_group.groupby('periode').median()['consommation'].tolist(),
230
+ }
231
+ for group, consumptions in group_consos_med.items():
232
+ offset = width * multiplier
233
+ rects = ax_med.bar(x + offset, [round(c/1000, 1) for c in consumptions], width, label=group)
234
+ ax_med.bar_label(rects, padding=3)
235
+ multiplier += 1
236
+ ax_med.set_title('Evolution de la consommation médiane par groupe test/contrôle')
237
+ ax_med.set_ylabel('Consommation (m3)')
238
+ ax_med.set_xlabel('Période')
239
+ ax_med.set_xticks(x + width, periods)
240
+ ax_med.legend(loc='upper right', ncols=2)
241
+
242
+ # fig_mean
243
+ width = 0.4 # the width of the bars
244
+ multiplier = 0
245
+ fig_mean, ax_mean = plt.subplots(layout='constrained', figsize=(max(len(x), 10), 5))
246
+ group_consos_mean = {
247
+ 'test': test_group.groupby('periode').mean()['consommation'].tolist(),
248
+ 'control': control_group.groupby('periode').mean()['consommation'].tolist(),
249
+ }
250
+ for group, consumptions in group_consos_mean.items():
251
+ offset = width * multiplier
252
+ rects = ax_mean.bar(x + offset, [round(c/1000, 1) for c in consumptions], width, label=group)
253
+ ax_mean.bar_label(rects, padding=3)
254
+ multiplier += 1
255
+ ax_mean.set_title('Evolution de la consommation moyenne par groupe test/contrôle')
256
+ ax_mean.set_ylabel('Consommation (m3)')
257
+ ax_mean.set_xlabel('Période')
258
+ ax_mean.set_xticks(x + width, periods)
259
+ ax_mean.legend(loc='upper right', ncols=2)
260
+ return fig_sum, fig_med, fig_mean
261
+
262
+ def results(subjects, start_date, end_date, gmens, gconsos, ressources):
263
+ community = None
264
+ campaign = mails(community, subjects, start_date, end_date, gmens, gconsos, ressources)
265
+ start = start_date if start_date else events_df['date'].min()
266
+ end = end_date if end_date else events_df['date'].max()
267
+ periods = [start.strftime("%Y.%m"), end.strftime("%Y.%m")]
268
+ group = None
269
+ periods= None
270
+ consos_sum, consos_med, consos_mean = consos(community, periods, group)
271
+ return campaign, consos_med #consos_sum, consos_mean
272
+
273
+ main_interface = gr.Interface(
274
+ fn=results,
275
+ inputs=[
276
+ #gr.Dropdown(choices=list(dataset['collectivite'].unique()), multiselect=True, allow_custom_value=False, label="Collectivité", info="Choisir une ou plusieurs collectivités"),
277
+ gr.Dropdown(choices=list(dataset['subject'].unique()), multiselect=True, allow_custom_value=False, label="Mél envoyé", info="Choisir un ou plusieurs emails envoyés"),
278
+ Calendar(type="datetime", value=events_df['date'].min(), label="Date de début", info="Choisir une date de début"),
279
+ Calendar(type="datetime", value=events_df['date'].max(), label="Date de fin", info="Choisir une date de fin"),
280
+ #gr.Dropdown(choices=list(dataset['event'].unique()), multiselect=True, allow_custom_value=False, label="Evénement", info="Choisir un ou plusieurs événements"),
281
+ gr.Dropdown(choices=list(dataset['g_men'].unique()), multiselect=True, allow_custom_value=False, label="Type de ménage", info="Choisir un ou plusieurs groupes"),
282
+ gr.Dropdown(choices=list(dataset['g_conso'].unique()), multiselect=True, allow_custom_value=False, label="Type de consommation", info="Choisir un ou plusieurs groupes"),
283
+ gr.Dropdown(choices=list(dataset['ressource'].unique()), multiselect=True, allow_custom_value=False, label="Ressource", info="Choisir une ou plusieurs ressources"),
284
+ #gr.Textbox(label="Recherche", info="Votre recherche (mots séparés par des virgules pour des recherches multiples)"),
285
+ #gr.Dropdown(choices=list(origins.keys()), value=list(origins.keys())[0], label="Origine", info="Choisir un type de donnée à interroger"),
286
+ #gr.Number(value=10, label="Nombre de résultats", info="Nombre de résultats attendus")
287
+ ],
288
+ outputs=[
289
+ gr.Label(label="Méls"),
290
+ #gr.Plot(label="Cumul"),
291
+ gr.Plot(label="Médian"),
292
+ #gr.Plot(label="Moyenne"),
293
+ ],
294
+ examples=[
295
+ ],
296
+ cache_examples=False
297
+ )
298
+
299
+ #gradio_app = gr.TabbedInterface([main_interface, consos_interface], tab_names=['Méls', 'Consommations'], title="Préservons l'eau - Tableau de bord")
300
+ gradio_app = main_interface
301
+ if __name__ == "__main__":
302
+ gradio_app.launch(auth=("alerte", "renforcée"), share=True)
consos.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