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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/2025.07.07/19.53.56.189987.log +765 -0
  11. .config/logs/2025.07.07/19.54.22.945643.log +5 -0
  12. .config/logs/2025.07.07/19.54.31.374203.log +153 -0
  13. .config/logs/2025.07.07/19.54.35.482795.log +5 -0
  14. .config/logs/2025.07.07/19.54.44.106484.log +8 -0
  15. .config/logs/2025.07.07/19.54.44.762881.log +8 -0
  16. .gitattributes +2 -0
  17. .github/workflows/update_space.yml +28 -0
  18. .gradio/certificate.pem +31 -0
  19. README.md +3 -9
  20. app.py +75 -0
  21. requirements.txt +4 -0
  22. sample_data/README.md +19 -0
  23. sample_data/anscombe.json +49 -0
  24. sample_data/california_housing_test.csv +0 -0
  25. sample_data/california_housing_train.csv +0 -0
  26. sample_data/mnist_test.csv +3 -0
  27. sample_data/mnist_train_small.csv +3 -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: 1751918070.7805092
.config/.last_update_check.json ADDED
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+ {"last_update_check_time": 1751918074.9925876, "last_update_check_revision": 20250627154417, "notifications": [], "last_nag_times": {}}
.config/active_config ADDED
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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
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.config/hidden_gcloud_config_universe_descriptor_data_cache_configs.db ADDED
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.config/logs/2025.07.07/19.53.56.189987.log ADDED
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+ 2025-07-07 19:54:08,216 DEBUG root Loaded Command Group: ['gcloud', 'components']
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+ 2025-07-07 19:54:08,223 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
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+ 2025-07-07 19:54:09,897 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
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+ 2025-07-07 19:54:11,076 INFO ___FILE_ONLY___ ╠═ Downloading: Bundled Python 3.12 (Platform Specific) ═╣
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+ 2025-07-07 19:54:11,963 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20250502143716.tar.gz HTTP/11" 200 93610468
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+ 2025-07-07 19:54:13,304 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-20250627154417.tar.gz HTTP/11" 200 12962791
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+ 2025-07-07 19:54:13,531 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20250523104322.tar.gz HTTP/11" 200 1950
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393
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394
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+ 2025-07-07 19:54:14,640 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20250613150750.tar.gz HTTP/11" 200 1525557
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+
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+ 2025-07-07 19:54:14,658 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud cli dependencies (Platform Specific) ═╣
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480
+ 2025-07-07 19:54:14,662 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
481
+ 2025-07-07 19:54:15,672 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/11" 200 104
482
+ 2025-07-07 19:54:15,674 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
483
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+
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+
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+ 2025-07-07 19:54:15,677 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool ═╣
488
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512
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513
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514
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515
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516
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517
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518
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519
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520
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521
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522
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523
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524
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525
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526
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527
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528
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529
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530
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531
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532
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533
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534
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535
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536
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537
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538
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539
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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
+ 2025-07-07 19:54:15,927 INFO ___FILE_ONLY___ ═
545
+ 2025-07-07 19:54:15,930 INFO ___FILE_ONLY___ ═
546
+ 2025-07-07 19:54:15,932 INFO ___FILE_ONLY___ ═
547
+ 2025-07-07 19:54:15,934 INFO ___FILE_ONLY___ ═
548
+ 2025-07-07 19:54:15,936 INFO ___FILE_ONLY___ ═
549
+ 2025-07-07 19:54:15,938 INFO ___FILE_ONLY___ ═
550
+ 2025-07-07 19:54:15,938 INFO ___FILE_ONLY___ ╝
551
+
552
+ 2025-07-07 19:54:15,946 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
553
+
554
+ 2025-07-07 19:54:15,946 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
555
+
556
+ 2025-07-07 19:54:15,946 INFO ___FILE_ONLY___ ╚
557
+ 2025-07-07 19:54:15,947 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
558
+ 2025-07-07 19:54:15,947 INFO ___FILE_ONLY___ ╝
559
+
560
+ 2025-07-07 19:54:15,952 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
561
+
562
+ 2025-07-07 19:54:15,952 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.12 ═╣
563
+
564
+ 2025-07-07 19:54:15,952 INFO ___FILE_ONLY___ ╚
565
+ 2025-07-07 19:54:15,955 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
566
+ 2025-07-07 19:54:15,955 INFO ___FILE_ONLY___ ╝
567
+
568
+ 2025-07-07 19:54:15,956 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
569
+
570
+ 2025-07-07 19:54:15,956 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.12 (Platform Specific) ═╣
571
+
572
+ 2025-07-07 19:54:15,956 INFO ___FILE_ONLY___ ╚
573
+ 2025-07-07 19:54:18,097 INFO ___FILE_ONLY___ ═
574
+ 2025-07-07 19:54:18,110 INFO ___FILE_ONLY___ ═
575
+ 2025-07-07 19:54:18,122 INFO ___FILE_ONLY___ ═
576
+ 2025-07-07 19:54:18,134 INFO ___FILE_ONLY___ ═
577
+ 2025-07-07 19:54:18,147 INFO ___FILE_ONLY___ ═
578
+ 2025-07-07 19:54:18,159 INFO ___FILE_ONLY___ ═
579
+ 2025-07-07 19:54:18,173 INFO ___FILE_ONLY___ ═
580
+ 2025-07-07 19:54:18,185 INFO ___FILE_ONLY___ ═
581
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582
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583
+ 2025-07-07 19:54:18,223 INFO ___FILE_ONLY___ ═
584
+ 2025-07-07 19:54:18,235 INFO ___FILE_ONLY___ ═
585
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586
+ 2025-07-07 19:54:18,260 INFO ___FILE_ONLY___ ═
587
+ 2025-07-07 19:54:18,273 INFO ___FILE_ONLY___ ═
588
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589
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590
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591
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592
+ 2025-07-07 19:54:18,336 INFO ___FILE_ONLY___ ═
593
+ 2025-07-07 19:54:18,349 INFO ___FILE_ONLY___ ═
594
+ 2025-07-07 19:54:18,362 INFO ___FILE_ONLY___ ═
595
+ 2025-07-07 19:54:18,374 INFO ___FILE_ONLY___ ═
596
+ 2025-07-07 19:54:18,386 INFO ___FILE_ONLY___ ═
597
+ 2025-07-07 19:54:18,399 INFO ___FILE_ONLY___ ═
598
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599
+ 2025-07-07 19:54:18,424 INFO ___FILE_ONLY___ ═
600
+ 2025-07-07 19:54:18,438 INFO ___FILE_ONLY___ ═
601
+ 2025-07-07 19:54:18,453 INFO ___FILE_ONLY___ ═
602
+ 2025-07-07 19:54:18,466 INFO ___FILE_ONLY___ ═
603
+ 2025-07-07 19:54:18,479 INFO ___FILE_ONLY___ ═
604
+ 2025-07-07 19:54:18,491 INFO ___FILE_ONLY___ ═
605
+ 2025-07-07 19:54:18,504 INFO ___FILE_ONLY___ ═
606
+ 2025-07-07 19:54:18,517 INFO ___FILE_ONLY___ ═
607
+ 2025-07-07 19:54:18,534 INFO ___FILE_ONLY___ ═
608
+ 2025-07-07 19:54:18,549 INFO ___FILE_ONLY___ ═
609
+ 2025-07-07 19:54:19,399 INFO ___FILE_ONLY___ ═
610
+ 2025-07-07 19:54:19,423 INFO ___FILE_ONLY___ ═
611
+ 2025-07-07 19:54:19,902 INFO ___FILE_ONLY___ ═
612
+ 2025-07-07 19:54:19,920 INFO ___FILE_ONLY___ ═
613
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614
+ 2025-07-07 19:54:19,969 INFO ___FILE_ONLY___ ═
615
+ 2025-07-07 19:54:19,990 INFO ___FILE_ONLY___ ═
616
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617
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618
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619
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620
+ 2025-07-07 19:54:20,091 INFO ___FILE_ONLY___ ═
621
+ 2025-07-07 19:54:20,178 INFO ___FILE_ONLY___ ═
622
+ 2025-07-07 19:54:20,197 INFO ___FILE_ONLY___ ═
623
+ 2025-07-07 19:54:20,332 INFO ___FILE_ONLY___ ═
624
+ 2025-07-07 19:54:20,349 INFO ___FILE_ONLY___ ═
625
+ 2025-07-07 19:54:20,365 INFO ___FILE_ONLY___ ═
626
+ 2025-07-07 19:54:20,383 INFO ___FILE_ONLY___ ═
627
+ 2025-07-07 19:54:20,400 INFO ___FILE_ONLY___ ═
628
+ 2025-07-07 19:54:20,421 INFO ___FILE_ONLY___ ═
629
+ 2025-07-07 19:54:20,439 INFO ___FILE_ONLY___ ═
630
+ 2025-07-07 19:54:20,456 INFO ___FILE_ONLY___ ═
631
+ 2025-07-07 19:54:20,484 INFO ___FILE_ONLY___ ═
632
+ 2025-07-07 19:54:20,962 INFO ___FILE_ONLY___ ═
633
+ 2025-07-07 19:54:20,962 INFO ___FILE_ONLY___ ╝
634
+
635
+ 2025-07-07 19:54:21,015 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
636
+
637
+ 2025-07-07 19:54:21,016 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
638
+
639
+ 2025-07-07 19:54:21,016 INFO ___FILE_ONLY___ ╚
640
+ 2025-07-07 19:54:21,540 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
+ 2025-07-07 19:54:22,157 INFO ___FILE_ONLY___ ═
687
+ 2025-07-07 19:54:22,167 INFO ___FILE_ONLY___ ═
688
+ 2025-07-07 19:54:22,177 INFO ___FILE_ONLY___ ═
689
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690
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691
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692
+ 2025-07-07 19:54:22,233 INFO ___FILE_ONLY___ ═
693
+ 2025-07-07 19:54:22,247 INFO ___FILE_ONLY___ ═
694
+ 2025-07-07 19:54:22,260 INFO ___FILE_ONLY___ ═
695
+ 2025-07-07 19:54:22,276 INFO ___FILE_ONLY___ ═
696
+ 2025-07-07 19:54:22,293 INFO ___FILE_ONLY___ ═
697
+ 2025-07-07 19:54:22,314 INFO ___FILE_ONLY___ ═
698
+ 2025-07-07 19:54:22,332 INFO ___FILE_ONLY___ ═
699
+ 2025-07-07 19:54:22,352 INFO ___FILE_ONLY___ ═
700
+ 2025-07-07 19:54:22,352 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2025-07-07 19:54:22,383 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2025-07-07 19:54:22,383 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2025-07-07 19:54:22,383 INFO ___FILE_ONLY___ ╚
707
+ 2025-07-07 19:54:22,384 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2025-07-07 19:54:22,384 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2025-07-07 19:54:22,388 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2025-07-07 19:54:22,388 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2025-07-07 19:54:22,388 INFO ___FILE_ONLY___ ╚
715
+ 2025-07-07 19:54:22,390 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2025-07-07 19:54:22,390 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2025-07-07 19:54:22,392 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2025-07-07 19:54:22,392 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2025-07-07 19:54:22,392 INFO ___FILE_ONLY___ ╚
723
+ 2025-07-07 19:54:22,393 INFO ___FILE_ONLY___ ══════════════════════════════
724
+ 2025-07-07 19:54:22,393 INFO ___FILE_ONLY___ ══════════════════════════════
725
+ 2025-07-07 19:54:22,393 INFO ___FILE_ONLY___ ╝
726
+
727
+ 2025-07-07 19:54:22,397 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
728
+
729
+ 2025-07-07 19:54:22,397 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
+ 2025-07-07 19:54:22,397 INFO ___FILE_ONLY___ ╚
732
+ 2025-07-07 19:54:22,400 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
+ 2025-07-07 19:54:22,400 INFO ___FILE_ONLY___ ╝
734
+
735
+ 2025-07-07 19:54:22,401 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
736
+
737
+ 2025-07-07 19:54:22,401 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
+ 2025-07-07 19:54:22,401 INFO ___FILE_ONLY___ ╚
740
+ 2025-07-07 19:54:22,441 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2025-07-07 19:54:22,441 INFO ___FILE_ONLY___ ══════════════════════════════
742
+ 2025-07-07 19:54:22,441 INFO ___FILE_ONLY___ ╝
743
+
744
+ 2025-07-07 19:54:22,446 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
745
+
746
+ 2025-07-07 19:54:22,446 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2025-07-07 19:54:22,446 INFO ___FILE_ONLY___ ╚
749
+ 2025-07-07 19:54:22,447 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2025-07-07 19:54:22,447 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2025-07-07 19:54:22,451 DEBUG root Updating notification cache...
753
+ 2025-07-07 19:54:22,452 INFO ___FILE_ONLY___
754
+
755
+ 2025-07-07 19:54:22,454 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2025-07-07 19:54:22,454 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2025-07-07 19:54:30,579 DEBUG ___FILE_ONLY___
758
+ 2025-07-07 19:54:30,579 DEBUG ___FILE_ONLY___
759
+ 2025-07-07 19:54:30,775 INFO root descriptor_list: [{'universeDomain': 'googleapis.com', 'universeShortName': '', 'authenticationDomain': 'auth.cloud.google.com', 'projectPrefix': '', 'cloudWebDomain': 'cloud.google.com', 'documentationDomain': 'cloud.google.com', 'version': '1.0.0', 'state': 'primary', 'artifactRegistryDomain': 'pkg.dev'}]
760
+ 2025-07-07 19:54:30,776 INFO ___FILE_ONLY___
761
+ Update done!
762
+
763
+
764
+ 2025-07-07 19:54:30,779 DEBUG root Chosen display Format:none
765
+ 2025-07-07 19:54:30,779 INFO root Display format: "none"
.config/logs/2025.07.07/19.54.22.945643.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2025-07-07 19:54:22,946 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-07-07 19:54:22,948 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2025-07-07 19:54:22,950 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2025-07-07 19:54:30,460 DEBUG root Chosen display Format:none
5
+ 2025-07-07 19:54:30,461 INFO root Display format: "none"
.config/logs/2025.07.07/19.54.31.374203.log ADDED
@@ -0,0 +1,153 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2025-07-07 19:54:31,375 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-07-07 19:54:31,376 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2025-07-07 19:54:31,378 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2025-07-07 19:54:31,379 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2025-07-07 19:54:31,387 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2025-07-07 19:54:32,298 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/11" 200 239798
8
+ 2025-07-07 19:54:32,312 WARNING root Component [compute] no longer exists.
9
+ 2025-07-07 19:54:32,313 INFO ___FILE_ONLY___
10
+
11
+ 2025-07-07 19:54:32,313 INFO ___FILE_ONLY___
12
+ Your current Google Cloud CLI version is: 529.0.0
13
+
14
+ 2025-07-07 19:54:32,313 INFO ___FILE_ONLY___ Installing components from version: 529.0.0
15
+
16
+ 2025-07-07 19:54:32,313 INFO ___FILE_ONLY___
17
+
18
+ 2025-07-07 19:54:32,313 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)
19
+ 2025-07-07 19:54:32,314 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)
20
+ 2025-07-07 19:54:32,314 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)
21
+ 2025-07-07 19:54:32,327 INFO ___FILE_ONLY___ ┌────────────────────────────────────────────────┐
22
+ 2025-07-07 19:54:32,327 INFO ___FILE_ONLY___
23
+
24
+ 2025-07-07 19:54:32,327 INFO ___FILE_ONLY___ │ These components will be installed. │
25
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___
26
+
27
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ ├─────────────────────────┬────────────┬─────────┤
28
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___
29
+
30
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
31
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___
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+
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+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ ├─────────────────────────┼────────────┼─────────┤
34
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___
35
+
36
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ │
37
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ gcloud Alpha Commands
38
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___
39
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ │
40
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ 2025.06.27
41
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___
42
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ │
43
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ < 1 MiB
44
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___
45
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ │
46
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___
47
+
48
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ │
49
+ 2025-07-07 19:54:32,328 INFO ___FILE_ONLY___ gcloud Beta Commands
50
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___
51
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ │
52
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ 2025.06.27
53
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___
54
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ │
55
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ < 1 MiB
56
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___
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+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ │
58
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___
59
+
60
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ │
61
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ gcloud Preview Commands
62
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___
63
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ │
64
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___
65
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___
66
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ │
67
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ < 1 MiB
68
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___
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+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___ │
70
+ 2025-07-07 19:54:32,329 INFO ___FILE_ONLY___
71
+
72
+ 2025-07-07 19:54:32,330 INFO ___FILE_ONLY___ └─────────────────────────┴────────────┴─────────┘
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+ 2025-07-07 19:54:32,330 INFO ___FILE_ONLY___
74
+
75
+ 2025-07-07 19:54:32,330 INFO ___FILE_ONLY___
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+
77
+ 2025-07-07 19:54:32,333 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
78
+ 2025-07-07 19:54:33,265 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/11" 200 1444035
79
+ 2025-07-07 19:54:33,703 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
80
+ https://cloud.google.com/sdk/release_notes
81
+
82
+
83
+ 2025-07-07 19:54:33,704 INFO ___FILE_ONLY___ Performing in place update...
84
+
85
+
86
+ 2025-07-07 19:54:33,706 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
87
+
88
+ 2025-07-07 19:54:33,706 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Alpha Commands ═╣
89
+
90
+ 2025-07-07 19:54:33,706 INFO ___FILE_ONLY___ ╚
91
+ 2025-07-07 19:54:33,709 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
92
+ 2025-07-07 19:54:33,878 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20250627154417.tar.gz HTTP/11" 200 800
93
+ 2025-07-07 19:54:33,878 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+ 2025-07-07 19:54:33,878 INFO ___FILE_ONLY___ ╝
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97
+
98
+ 2025-07-07 19:54:33,881 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Beta Commands ═╣
99
+
100
+ 2025-07-07 19:54:33,881 INFO ___FILE_ONLY___ ╚
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+ 2025-07-07 19:54:33,884 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
102
+ 2025-07-07 19:54:34,047 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20250627154417.tar.gz HTTP/11" 200 797
103
+ 2025-07-07 19:54:34,048 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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106
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107
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108
+ 2025-07-07 19:54:34,050 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Preview Commands ═╣
109
+
110
+ 2025-07-07 19:54:34,051 INFO ___FILE_ONLY___ ╚
111
+ 2025-07-07 19:54:34,054 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
112
+ 2025-07-07 19:54:34,972 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-preview-20241115154308.tar.gz HTTP/11" 200 823
113
+ 2025-07-07 19:54:34,973 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+
118
+ 2025-07-07 19:54:34,975 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
119
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120
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+ 2025-07-07 19:54:34,976 INFO ___FILE_ONLY___ ╝
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+
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+
126
+ 2025-07-07 19:54:34,982 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
127
+
128
+ 2025-07-07 19:54:34,982 INFO ___FILE_ONLY___ ╚
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+ 2025-07-07 19:54:34,982 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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+ 2025-07-07 19:54:34,983 INFO ___FILE_ONLY___ ╝
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+
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133
+
134
+ 2025-07-07 19:54:34,987 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Preview Commands ═╣
135
+
136
+ 2025-07-07 19:54:34,987 INFO ___FILE_ONLY___ ╚
137
+ 2025-07-07 19:54:34,987 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
138
+ 2025-07-07 19:54:34,987 INFO ___FILE_ONLY___ ╝
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+
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+ 2025-07-07 19:54:34,992 DEBUG root Updating notification cache...
141
+ 2025-07-07 19:54:34,992 INFO ___FILE_ONLY___
142
+
143
+ 2025-07-07 19:54:34,994 INFO ___FILE_ONLY___ Performing post processing steps...
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+ 2025-07-07 19:54:34,994 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
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+ 2025-07-07 19:54:43,433 DEBUG ___FILE_ONLY___
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+ 2025-07-07 19:54:43,433 DEBUG ___FILE_ONLY___
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+ 2025-07-07 19:54:43,523 INFO root descriptor_list: [{'universeDomain': 'googleapis.com', 'universeShortName': '', 'authenticationDomain': 'auth.cloud.google.com', 'projectPrefix': '', 'cloudWebDomain': 'cloud.google.com', 'documentationDomain': 'cloud.google.com', 'version': '1.0.0', 'state': 'primary', 'artifactRegistryDomain': 'pkg.dev'}]
148
+ 2025-07-07 19:54:43,523 INFO ___FILE_ONLY___
149
+ Update done!
150
+
151
+
152
+ 2025-07-07 19:54:43,525 DEBUG root Chosen display Format:none
153
+ 2025-07-07 19:54:43,526 INFO root Display format: "none"
.config/logs/2025.07.07/19.54.35.482795.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2025-07-07 19:54:35,483 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-07-07 19:54:35,484 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2025-07-07 19:54:35,486 DEBUG root Running [gcloud.components.post-process] with arguments: []
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+ 2025-07-07 19:54:43,318 INFO root Display format: "none"
.config/logs/2025.07.07/19.54.44.106484.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2025-07-07 19:54:44,108 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2025-07-07 19:54:44,153 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2025-07-07 19:54:44,155 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2025-07-07 19:54:44,156 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
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+
6
+ 2025-07-07 19:54:44,157 DEBUG root Chosen display Format:default
7
+ 2025-07-07 19:54:44,157 INFO root Display format: "default"
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+ 2025-07-07 19:54:44,158 DEBUG root SDK update checks are disabled.
.config/logs/2025.07.07/19.54.44.762881.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2025-07-07 19:54:44,764 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2025-07-07 19:54:44,809 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2025-07-07 19:54:44,811 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2025-07-07 19:54:44,812 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
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+ 2025-07-07 19:54:44,812 DEBUG root Chosen display Format:default
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+ 2025-07-07 19:54:44,813 INFO root Display format: "default"
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+ 2025-07-07 19:54:44,813 DEBUG root SDK update checks are disabled.
.gitattributes CHANGED
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ sample_data/mnist_test.csv filter=lfs diff=lfs merge=lfs -text
37
+ sample_data/mnist_train_small.csv filter=lfs diff=lfs merge=lfs -text
.github/workflows/update_space.yml ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: Run Python script
2
+
3
+ on:
4
+ push:
5
+ branches:
6
+ - main
7
+
8
+ jobs:
9
+ build:
10
+ runs-on: ubuntu-latest
11
+
12
+ steps:
13
+ - name: Checkout
14
+ uses: actions/checkout@v2
15
+
16
+ - name: Set up Python
17
+ uses: actions/setup-python@v2
18
+ with:
19
+ python-version: '3.9'
20
+
21
+ - name: Install Gradio
22
+ run: python -m pip install gradio
23
+
24
+ - name: Log in to Hugging Face
25
+ run: python -c 'import huggingface_hub; huggingface_hub.login(token="${{ secrets.hf_token }}")'
26
+
27
+ - name: Deploy to Spaces
28
+ run: gradio deploy
.gradio/certificate.pem ADDED
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1
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README.md CHANGED
@@ -1,12 +1,6 @@
1
  ---
2
- title: Semantic Search Br
3
- emoji: 🔥
4
- colorFrom: purple
5
- colorTo: yellow
6
- sdk: gradio
7
- sdk_version: 5.35.0
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: Semantic-search-br
 
 
 
 
 
3
  app_file: app.py
4
+ sdk: gradio
5
+ sdk_version: 5.31.0
6
  ---
 
 
app.py ADDED
@@ -0,0 +1,75 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ import chromadb
3
+ import pandas as pd
4
+ from sentence_transformers import SentenceTransformer
5
+
6
+ # --- 1. SETUP MODELS AND DATABASE ---
7
+ print("Loading embedding model...")
8
+ embedding_model = SentenceTransformer('all-MiniLM-L6-v2')
9
+
10
+ client = chromadb.Client()
11
+
12
+ collection = client.get_or_create_collection(
13
+ name="transcript_demo_hf_space",
14
+ metadata={"hnsw:space": "cosine"}
15
+ )
16
+ print("ChromaDB collection ready.")
17
+
18
+ # --- 2. CORE FUNCTIONS ---
19
+ def index_transcript(transcript_text):
20
+ if not transcript_text.strip():
21
+ return "Please paste a transcript before indexing.", pd.DataFrame()
22
+ chunks = [chunk.strip() for chunk in transcript_text.split('\\n') if chunk.strip()]
23
+ ids = [f"chunk_{i}" for i in range(len(chunks))]
24
+ if collection.count() > 0:
25
+ collection.delete(ids=collection.get()['ids'])
26
+ collection.add(documents=chunks, ids=ids)
27
+ indexed_df = pd.DataFrame({"Indexed Chunks": chunks})
28
+ return f"✅ Indexed {len(chunks)} chunks successfully!", indexed_df
29
+
30
+ def search_transcript(query):
31
+ if not query.strip():
32
+ return pd.DataFrame(), "Please enter a query."
33
+ results = collection.query(query_texts=[query], n_results=3)
34
+ if not results or not results['documents'][0]:
35
+ return pd.DataFrame(), "No similar chunks found."
36
+ documents = results['documents'][0]
37
+ distances = results['distances'][0]
38
+ similarities = [f"{1 - dist:.2f}" for dist in distances]
39
+ df = pd.DataFrame({
40
+ "Similarity Score": similarities,
41
+ "Matching Chunk": documents
42
+ })
43
+ return df, "Search complete."
44
+
45
+ # --- 3. GRADIO INTERFACE ---
46
+ sample_transcript = """Operador: Bem-vindo à TechServices, meu nome é João. Como posso ajudar?
47
+ Cliente: Olá, João. Estou muito frustrado. Minha conexão de internet não funciona há três dias.
48
+ Operador: Entendo perfeitamente sua frustração. Ficar sem internet é muito ruim. Vou verificar o sistema agora mesmo para resolver isso.
49
+ Cliente: É o mínimo que espero. Já é a terra vez que isso acontece este mês.
50
+ Operador: Lamento sinceramente por essa recorrência. Vejo aqui que há uma instabilidade na sua região. Posso agendar uma visita técnica para amanhã de manhã para trocar seu modem por um modelo mais novo, ou podemos tentar um procedimento de reinicialização remota agora mesmo. Qual você prefere?
51
+ Cliente: Uma visita técnica seria bom. Pelo menos garante que alguém vai olhar isso direito.
52
+ Operador: Combinado. Agendado para amanhã, entre 8h e 10h. O protocolo é 987654. Posso ajudar com mais alguma coisa?
53
+ Cliente: Não, por enquanto é só isso. Obrigado.
54
+ """
55
+
56
+ with gr.Blocks(theme=gr.themes.Soft(), title="Guideline Compliance Tester") as demo:
57
+ gr.Markdown("# 🤖 Guideline Compliance Prototype")
58
+ gr.Markdown("An interactive demo to test semantic search on call transcripts using ChromaDB.")
59
+ with gr.Row():
60
+ with gr.Column(scale=1):
61
+ gr.Markdown("### 1. Index a Transcript")
62
+ transcript_input = gr.Textbox(lines=15, label="Paste Full Transcript Here", value=sample_transcript)
63
+ index_button = gr.Button("Index Transcript", variant="primary")
64
+ index_status = gr.Label(value="Status: Waiting for transcript.")
65
+ indexed_preview = gr.DataFrame(headers=["Indexed Chunks"], label="Indexed Data Preview", interactive=False)
66
+ with gr.Column(scale=1):
67
+ gr.Markdown("### 2. Search for Compliance")
68
+ query_input = gr.Textbox(label="Guideline Query", placeholder="Ex: O operador ofereceu duas opções?", info="Try queries like: 'O cliente mostrou insatisfação?' or 'O agente se desculpou pelo problema?'")
69
+ search_button = gr.Button("Search", variant="primary")
70
+ search_status = gr.Label(value="Status: Waiting for query.")
71
+ results_output = gr.DataFrame(headers=["Similarity Score", "Matching Chunk"], label="Search Results (Top 3)", interactive=False)
72
+ index_button.click(fn=index_transcript, inputs=[transcript_input], outputs=[index_status, indexed_preview])
73
+ search_button.click(fn=search_transcript, inputs=[query_input], outputs=[results_output, search_status])
74
+
75
+ demo.launch()
requirements.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ gradio
2
+ chromadb
3
+ sentence-transformers
4
+ pandas
sample_data/README.md ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ This directory includes a few sample datasets to get you started.
2
+
3
+ * `california_housing_data*.csv` is California housing data from the 1990 US
4
+ Census; more information is available at:
5
+ https://docs.google.com/document/d/e/2PACX-1vRhYtsvc5eOR2FWNCwaBiKL6suIOrxJig8LcSBbmCbyYsayia_DvPOOBlXZ4CAlQ5nlDD8kTaIDRwrN/pub
6
+
7
+ * `mnist_*.csv` is a small sample of the
8
+ [MNIST database](https://en.wikipedia.org/wiki/MNIST_database), which is
9
+ described at: http://yann.lecun.com/exdb/mnist/
10
+
11
+ * `anscombe.json` contains a copy of
12
+ [Anscombe's quartet](https://en.wikipedia.org/wiki/Anscombe%27s_quartet); it
13
+ was originally described in
14
+
15
+ Anscombe, F. J. (1973). 'Graphs in Statistical Analysis'. American
16
+ Statistician. 27 (1): 17-21. JSTOR 2682899.
17
+
18
+ and our copy was prepared by the
19
+ [vega_datasets library](https://github.com/altair-viz/vega_datasets/blob/4f67bdaad10f45e3549984e17e1b3088c731503d/vega_datasets/_data/anscombe.json).
sample_data/anscombe.json ADDED
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+ {"Series":"IV", "X":8.0, "Y":7.91},
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+ {"Series":"IV", "X":8.0, "Y":6.89}
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+ ]
sample_data/california_housing_test.csv ADDED
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sample_data/california_housing_train.csv ADDED
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