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+ 2025-06-25 13:36:12,462 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
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+ 2025-06-25 13:36:12,462 INFO ___FILE_ONLY___ ╠═ Downloading: Cloud Storage Command Line Tool ═╣
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+ 2025-06-25 13:36:12,462 INFO ___FILE_ONLY___ ╚
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+ 2025-06-25 13:36:12,466 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
307
+ 2025-06-25 13:36:12,656 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-20250418150427.tar.gz HTTP/11" 200 12382702
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+ 2025-06-25 13:36:12,702 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,718 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,718 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,718 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,719 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,719 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,719 INFO ___FILE_ONLY___ ═
368
+ 2025-06-25 13:36:12,719 INFO ___FILE_ONLY___ ╝
369
+
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+ 2025-06-25 13:36:12,722 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
371
+
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+ 2025-06-25 13:36:12,722 INFO ___FILE_ONLY___ ╠═ Downloading: Cloud Storage Command Line Tool (Platfor... ═╣
373
+
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+ 2025-06-25 13:36:12,722 INFO ___FILE_ONLY___ ╚
375
+ 2025-06-25 13:36:12,725 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
376
+ 2025-06-25 13:36:12,749 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
377
+ 2025-06-25 13:36:12,750 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
378
+ 2025-06-25 13:36:12,750 INFO ___FILE_ONLY___ ╝
379
+
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+ 2025-06-25 13:36:12,752 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
381
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+ 2025-06-25 13:36:12,752 INFO ___FILE_ONLY___ ╠═ Downloading: Default set of gcloud commands ═╣
383
+
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+ 2025-06-25 13:36:12,752 INFO ___FILE_ONLY___ ╚
385
+ 2025-06-25 13:36:12,752 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
386
+ 2025-06-25 13:36:12,753 INFO ___FILE_ONLY___ ╝
387
+
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+ 2025-06-25 13:36:12,754 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
389
+
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+ 2025-06-25 13:36:12,754 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CLI Core Libraries (Platfor... ═╣
391
+
392
+ 2025-06-25 13:36:12,755 INFO ___FILE_ONLY___ ╚
393
+ 2025-06-25 13:36:12,758 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
394
+ 2025-06-25 13:36:12,837 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-core-nix-20250523104322.tar.gz HTTP/11" 200 2325
395
+ 2025-06-25 13:36:12,837 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
396
+ 2025-06-25 13:36:12,838 INFO ___FILE_ONLY___ ╝
397
+
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+ 2025-06-25 13:36:12,840 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
399
+
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+ 2025-06-25 13:36:12,840 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CRC32C Hash Tool ═╣
401
+
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+ 2025-06-25 13:36:12,840 INFO ___FILE_ONLY___ ╚
403
+ 2025-06-25 13:36:12,840 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
404
+ 2025-06-25 13:36:12,840 INFO ___FILE_ONLY___ ╝
405
+
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+ 2025-06-25 13:36:12,842 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
407
+
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+ 2025-06-25 13:36:12,842 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CRC32C Hash Tool (Platform ... ═╣
409
+
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+ 2025-06-25 13:36:12,842 INFO ___FILE_ONLY___ ╚
411
+ 2025-06-25 13:36:12,845 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
412
+ 2025-06-25 13:36:12,937 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
413
+ 2025-06-25 13:36:12,948 INFO ___FILE_ONLY___ ═
414
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415
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416
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417
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419
+ 2025-06-25 13:36:12,949 INFO ___FILE_ONLY___ ═
420
+ 2025-06-25 13:36:12,949 INFO ___FILE_ONLY___ ═
421
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422
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+ 2025-06-25 13:36:12,950 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,950 INFO ___FILE_ONLY___ ═
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431
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432
+ 2025-06-25 13:36:12,950 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,951 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,951 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,951 INFO ___FILE_ONLY___ ═
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444
+ 2025-06-25 13:36:12,951 INFO ___FILE_ONLY___ ═
445
+ 2025-06-25 13:36:12,951 INFO ___FILE_ONLY___ ═
446
+ 2025-06-25 13:36:12,951 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,951 INFO ___FILE_ONLY___ ═
448
+ 2025-06-25 13:36:12,951 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,952 INFO ___FILE_ONLY___ ═
450
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451
+ 2025-06-25 13:36:12,952 INFO ___FILE_ONLY___ ═
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453
+ 2025-06-25 13:36:12,952 INFO ___FILE_ONLY___ ═
454
+ 2025-06-25 13:36:12,952 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,952 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,952 INFO ___FILE_ONLY___ ═
457
+ 2025-06-25 13:36:12,952 INFO ___FILE_ONLY___ ═
458
+ 2025-06-25 13:36:12,952 INFO ___FILE_ONLY___ ═
459
+ 2025-06-25 13:36:12,952 INFO ___FILE_ONLY___ ═
460
+ 2025-06-25 13:36:12,952 INFO ___FILE_ONLY___ ═
461
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
462
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
463
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
464
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
465
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
466
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
467
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
468
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
469
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
470
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
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+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
472
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ═
473
+ 2025-06-25 13:36:12,953 INFO ___FILE_ONLY___ ╝
474
+
475
+ 2025-06-25 13:36:12,955 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
476
+
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+ 2025-06-25 13:36:12,956 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud cli dependencies (Platform Specific) ═╣
478
+
479
+ 2025-06-25 13:36:12,956 INFO ___FILE_ONLY___ ╚
480
+ 2025-06-25 13:36:12,959 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
481
+ 2025-06-25 13:36:13,086 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
+ 2025-06-25 13:36:13,087 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
483
+ 2025-06-25 13:36:13,087 INFO ___FILE_ONLY___ ╝
484
+
485
+ 2025-06-25 13:36:13,089 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
486
+
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+ 2025-06-25 13:36:13,089 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool ═╣
488
+
489
+ 2025-06-25 13:36:13,089 INFO ___FILE_ONLY___ ╚
490
+ 2025-06-25 13:36:13,182 INFO ___FILE_ONLY___ ═
491
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492
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493
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494
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495
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496
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497
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498
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499
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500
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501
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502
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503
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504
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507
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508
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509
+ 2025-06-25 13:36:13,225 INFO ___FILE_ONLY___ ═
510
+ 2025-06-25 13:36:13,228 INFO ___FILE_ONLY___ ═
511
+ 2025-06-25 13:36:13,230 INFO ___FILE_ONLY___ ═
512
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513
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515
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516
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518
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519
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522
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524
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528
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529
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530
+ 2025-06-25 13:36:13,283 INFO ___FILE_ONLY___ ═
531
+ 2025-06-25 13:36:13,284 INFO ___FILE_ONLY___ ═
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534
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535
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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
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546
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547
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548
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549
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550
+ 2025-06-25 13:36:13,325 INFO ___FILE_ONLY___ ╝
551
+
552
+ 2025-06-25 13:36:13,333 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
553
+
554
+ 2025-06-25 13:36:13,333 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
555
+
556
+ 2025-06-25 13:36:13,333 INFO ___FILE_ONLY___ ╚
557
+ 2025-06-25 13:36:13,334 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
558
+ 2025-06-25 13:36:13,334 INFO ___FILE_ONLY___ ╝
559
+
560
+ 2025-06-25 13:36:13,340 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
561
+
562
+ 2025-06-25 13:36:13,340 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.12 ═╣
563
+
564
+ 2025-06-25 13:36:13,340 INFO ___FILE_ONLY___ ╚
565
+ 2025-06-25 13:36:13,343 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
566
+ 2025-06-25 13:36:13,343 INFO ___FILE_ONLY___ ╝
567
+
568
+ 2025-06-25 13:36:13,345 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
569
+
570
+ 2025-06-25 13:36:13,345 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.12 (Platform Specific) ═╣
571
+
572
+ 2025-06-25 13:36:13,345 INFO ___FILE_ONLY___ ╚
573
+ 2025-06-25 13:36:15,612 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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586
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587
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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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594
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595
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596
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597
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598
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599
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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
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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
+ 2025-06-25 13:36:17,479 INFO ___FILE_ONLY___ ═
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
+ 2025-06-25 13:36:17,612 INFO ___FILE_ONLY___ ═
619
+ 2025-06-25 13:36:17,628 INFO ___FILE_ONLY___ ═
620
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621
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622
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623
+ 2025-06-25 13:36:17,896 INFO ___FILE_ONLY___ ═
624
+ 2025-06-25 13:36:17,912 INFO ___FILE_ONLY___ ═
625
+ 2025-06-25 13:36:17,929 INFO ___FILE_ONLY___ ═
626
+ 2025-06-25 13:36:17,946 INFO ___FILE_ONLY___ ═
627
+ 2025-06-25 13:36:17,961 INFO ___FILE_ONLY___ ═
628
+ 2025-06-25 13:36:17,979 INFO ___FILE_ONLY___ ═
629
+ 2025-06-25 13:36:17,996 INFO ___FILE_ONLY___ ═
630
+ 2025-06-25 13:36:18,013 INFO ___FILE_ONLY___ ═
631
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632
+ 2025-06-25 13:36:18,530 INFO ___FILE_ONLY___ ═
633
+ 2025-06-25 13:36:18,531 INFO ___FILE_ONLY___ ╝
634
+
635
+ 2025-06-25 13:36:18,583 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
636
+
637
+ 2025-06-25 13:36:18,583 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
638
+
639
+ 2025-06-25 13:36:18,583 INFO ___FILE_ONLY___ ╚
640
+ 2025-06-25 13:36:19,108 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
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693
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694
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695
+ 2025-06-25 13:36:19,801 INFO ___FILE_ONLY___ ═
696
+ 2025-06-25 13:36:19,816 INFO ___FILE_ONLY___ ═
697
+ 2025-06-25 13:36:19,837 INFO ___FILE_ONLY___ ═
698
+ 2025-06-25 13:36:19,853 INFO ___FILE_ONLY___ ═
699
+ 2025-06-25 13:36:19,870 INFO ___FILE_ONLY___ ═
700
+ 2025-06-25 13:36:19,871 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2025-06-25 13:36:19,901 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2025-06-25 13:36:19,901 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2025-06-25 13:36:19,901 INFO ___FILE_ONLY___ ╚
707
+ 2025-06-25 13:36:19,902 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2025-06-25 13:36:19,902 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2025-06-25 13:36:19,906 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2025-06-25 13:36:19,907 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2025-06-25 13:36:19,907 INFO ___FILE_ONLY___ ╚
715
+ 2025-06-25 13:36:19,909 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2025-06-25 13:36:19,909 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2025-06-25 13:36:19,911 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2025-06-25 13:36:19,911 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2025-06-25 13:36:19,911 INFO ___FILE_ONLY___ ╚
723
+ 2025-06-25 13:36:19,912 INFO ___FILE_ONLY___ ══════════════════════════════
724
+ 2025-06-25 13:36:19,913 INFO ___FILE_ONLY___ ══════════════════════════════
725
+ 2025-06-25 13:36:19,913 INFO ___FILE_ONLY___ ╝
726
+
727
+ 2025-06-25 13:36:19,917 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
728
+
729
+ 2025-06-25 13:36:19,917 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
+ 2025-06-25 13:36:19,917 INFO ___FILE_ONLY___ ╚
732
+ 2025-06-25 13:36:19,920 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
+ 2025-06-25 13:36:19,920 INFO ___FILE_ONLY___ ╝
734
+
735
+ 2025-06-25 13:36:19,922 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
736
+
737
+ 2025-06-25 13:36:19,922 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
+ 2025-06-25 13:36:19,922 INFO ___FILE_ONLY___ ╚
740
+ 2025-06-25 13:36:19,961 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2025-06-25 13:36:19,961 INFO ___FILE_ONLY___ ══════════════════════════════
742
+ 2025-06-25 13:36:19,961 INFO ___FILE_ONLY___ ╝
743
+
744
+ 2025-06-25 13:36:19,966 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
745
+
746
+ 2025-06-25 13:36:19,967 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2025-06-25 13:36:19,967 INFO ___FILE_ONLY___ ╚
749
+ 2025-06-25 13:36:19,967 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2025-06-25 13:36:19,967 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2025-06-25 13:36:19,972 DEBUG root Updating notification cache...
753
+ 2025-06-25 13:36:19,973 INFO ___FILE_ONLY___
754
+
755
+ 2025-06-25 13:36:19,974 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2025-06-25 13:36:19,975 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2025-06-25 13:36:29,105 DEBUG ___FILE_ONLY___
758
+ 2025-06-25 13:36:29,105 DEBUG ___FILE_ONLY___
759
+ 2025-06-25 13:36:29,249 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
+ 2025-06-25 13:36:29,250 INFO ___FILE_ONLY___
761
+ Update done!
762
+
763
+
764
+ 2025-06-25 13:36:29,254 DEBUG root Chosen display Format:none
765
+ 2025-06-25 13:36:29,254 INFO root Display format: "none"
.config/logs/2025.06.25/13.36.20.501406.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2025-06-25 13:36:20,502 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-06-25 13:36:20,504 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2025-06-25 13:36:20,506 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2025-06-25 13:36:28,966 DEBUG root Chosen display Format:none
5
+ 2025-06-25 13:36:28,967 INFO root Display format: "none"
.config/logs/2025.06.25/13.36.30.012313.log ADDED
@@ -0,0 +1,153 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2025-06-25 13:36:30,013 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-06-25 13:36:30,015 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2025-06-25 13:36:30,017 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2025-06-25 13:36:30,018 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2025-06-25 13:36:30,027 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2025-06-25 13:36:30,151 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/11" 200 239798
8
+ 2025-06-25 13:36:30,165 WARNING root Component [compute] no longer exists.
9
+ 2025-06-25 13:36:30,166 INFO ___FILE_ONLY___
10
+
11
+ 2025-06-25 13:36:30,167 INFO ___FILE_ONLY___
12
+ Your current Google Cloud CLI version is: 528.0.0
13
+
14
+ 2025-06-25 13:36:30,167 INFO ___FILE_ONLY___ Installing components from version: 528.0.0
15
+
16
+ 2025-06-25 13:36:30,167 INFO ___FILE_ONLY___
17
+
18
+ 2025-06-25 13:36:30,167 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
+ 2025-06-25 13:36:30,168 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
+ 2025-06-25 13:36:30,168 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
+ 2025-06-25 13:36:30,183 INFO ___FILE_ONLY___ ┌────────────────────────────────────────────────┐
22
+ 2025-06-25 13:36:30,183 INFO ___FILE_ONLY___
23
+
24
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___ │ These components will be installed. │
25
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___
26
+
27
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___ ├─────────────────────────┬────────────┬─────────┤
28
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___
29
+
30
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
31
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___
32
+
33
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___ ├─────────────────────────┼────────────┼─────────┤
34
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___
35
+
36
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___ │
37
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___ gcloud Alpha Commands
38
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___
39
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___ │
40
+ 2025-06-25 13:36:30,184 INFO ___FILE_ONLY___ 2025.06.20
41
+ 2025-06-25 13:36:30,185 INFO ___FILE_ONLY___
42
+ 2025-06-25 13:36:30,185 INFO ___FILE_ONLY___ │
43
+ 2025-06-25 13:36:30,185 INFO ___FILE_ONLY___ < 1 MiB
44
+ 2025-06-25 13:36:30,185 INFO ___FILE_ONLY___
45
+ 2025-06-25 13:36:30,185 INFO ___FILE_ONLY___ │
46
+ 2025-06-25 13:36:30,185 INFO ___FILE_ONLY___
47
+
48
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+ 2025-06-25 13:36:30,185 INFO ___FILE_ONLY___ 2025.06.20
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+
60
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+ 2025-06-25 13:36:30,186 INFO ___FILE_ONLY___ < 1 MiB
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+
72
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+
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+
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78
+ 2025-06-25 13:36:30,316 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/11" 200 1437360
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+ 2025-06-25 13:36:30,781 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
80
+ https://cloud.google.com/sdk/release_notes
81
+
82
+
83
+ 2025-06-25 13:36:30,782 INFO ___FILE_ONLY___ Performing in place update...
84
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+
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+
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+ 2025-06-25 13:36:30,784 INFO ___FILE_ONLY___ ╚
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+ 2025-06-25 13:36:30,788 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
92
+ 2025-06-25 13:36:30,884 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20250620144631.tar.gz HTTP/11" 200 800
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+ 2025-06-25 13:36:30,887 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Beta Commands ═╣
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+
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+ 2025-06-25 13:36:31,066 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20250620144631.tar.gz HTTP/11" 200 797
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118
+ 2025-06-25 13:36:31,276 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
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+
126
+ 2025-06-25 13:36:31,283 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
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+
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+
134
+ 2025-06-25 13:36:31,289 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Preview Commands ═╣
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+
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+
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+
143
+ 2025-06-25 13:36:31,297 INFO ___FILE_ONLY___ Performing post processing steps...
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+ 2025-06-25 13:36:31,297 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
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+ 2025-06-25 13:36:39,967 DEBUG ___FILE_ONLY___
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148
+ 2025-06-25 13:36:40,059 INFO ___FILE_ONLY___
149
+ Update done!
150
+
151
+
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+ 2025-06-25 13:36:40,062 DEBUG root Chosen display Format:none
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+ 2025-06-25 13:36:40,062 INFO root Display format: "none"
.config/logs/2025.06.25/13.36.31.831720.log ADDED
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1
+ 2025-06-25 13:36:31,832 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-06-25 13:36:31,834 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
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+ 2025-06-25 13:36:31,835 DEBUG root Running [gcloud.components.post-process] with arguments: []
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+ 2025-06-25 13:36:40,746 DEBUG root Loaded Command Group: ['gcloud', 'config']
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+ 2025-06-25 13:36:40,798 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
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+
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+ 2025-06-25 13:36:40,800 DEBUG root SDK update checks are disabled.
.config/logs/2025.06.25/13.36.41.502928.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2025-06-25 13:36:41,504 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2025-06-25 13:36:41,555 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
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+ 2025-06-25 13:36:41,557 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
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+ 2025-06-25 13:36:41,558 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
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+
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+ 2025-06-25 13:36:41,559 DEBUG root Chosen display Format:default
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+ 2025-06-25 13:36:41,560 INFO root Display format: "default"
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+ 2025-06-25 13:36:41,560 DEBUG root SDK update checks are disabled.
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.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
.gradio/certificate.pem ADDED
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README.md CHANGED
@@ -1,12 +1,6 @@
1
  ---
2
- title: Reel Analyzer
3
- emoji: 🌖
4
- colorFrom: red
5
- colorTo: indigo
6
  sdk: gradio
7
- sdk_version: 5.34.2
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: Reel_Analyzer
3
+ app_file: deploy.py
 
 
4
  sdk: gradio
5
+ sdk_version: 5.31.0
 
 
6
  ---
 
 
deploy.py ADDED
@@ -0,0 +1,356 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ def plot_sentiment_pie(results, title="Reels Sentiment Analysis"):
3
+ """
4
+ Creates a pie chart from sentiment analysis results and returns the matplotlib figure.
5
+
6
+ Args:
7
+ results: Counter object or dict with 'positive', 'neutral', 'negative' keys
8
+ title: Chart title
9
+
10
+ Returns:
11
+ Matplotlib Figure object, or None if no data.
12
+ """
13
+ labels = ['Positive', 'Neutral', 'Negative']
14
+ sizes = [results.get('positive', 0), results.get('neutral', 0), results.get('negative', 0)]
15
+
16
+ if sum(sizes) == 0:
17
+ return None
18
+
19
+ colors = ['#4CAF50', '#FFC107', '#F44336']
20
+ explode = (0.05, 0, 0.05)
21
+
22
+ fig, ax = plt.subplots(figsize=(8, 6))
23
+
24
+ filtered_labels = [label for i, label in enumerate(labels) if sizes[i] > 0]
25
+ filtered_sizes = [size for size in sizes if size > 0]
26
+ filtered_colors = [colors[i] for i, size in enumerate(sizes) if size > 0]
27
+ explode_map = {'Positive': 0.05, 'Neutral': 0, 'Negative': 0.05}
28
+ filtered_explode = [explode_map.get(label, 0) for label in filtered_labels]
29
+
30
+ ax.pie(filtered_sizes, explode=filtered_explode, labels=filtered_labels, colors=filtered_colors,
31
+ autopct='%1.1f%%', shadow=True, startangle=140,
32
+ textprops={'fontsize': 12, 'color': 'black'})
33
+
34
+ ax.axis('equal')
35
+ plt.title(title, fontsize=16, pad=20)
36
+ plt.tight_layout()
37
+
38
+ # Return the figure object instead of saving to bytes
39
+ return fig
40
+
41
+ def plot_category_distribution(counter, title="Reels Content Distribution"):
42
+ """
43
+ Generate pie chart from category counts and returns the matplotlib figure.
44
+
45
+ Args:
46
+ counter: Counter object with category counts.
47
+ title: Chart title.
48
+
49
+ Returns:
50
+ Matplotlib Figure object, or None if no data.
51
+ """
52
+ labels = []
53
+ sizes = []
54
+
55
+ total = sum(counter.values())
56
+ if total == 0:
57
+ return None
58
+
59
+ threshold = total * 0.02
60
+ other_count = 0
61
+
62
+ sorted_categories = counter.most_common()
63
+
64
+ for category, count in sorted_categories:
65
+ if count >= threshold and category != "other":
66
+ labels.append(category.replace('_', ' ').title())
67
+ sizes.append(count)
68
+ elif category == "other":
69
+ other_count += count
70
+ else:
71
+ other_count += count
72
+
73
+ if other_count > 0:
74
+ labels.append("Other")
75
+ sizes.append(other_count)
76
+
77
+ if not sizes:
78
+ return None
79
+
80
+ fig, ax = plt.subplots(figsize=(10, 8))
81
+ colors = plt.cm.viridis(np.linspace(0, 1, len(sizes)))
82
+
83
+ ax.pie(
84
+ sizes,
85
+ labels=labels,
86
+ autopct='%1.1f%%',
87
+ startangle=140,
88
+ colors=colors,
89
+ wedgeprops={'edgecolor': 'white', 'linewidth': 1},
90
+ textprops={'fontsize': 11, 'color': 'black'}
91
+ )
92
+
93
+ plt.title(title, pad=20, fontsize=15)
94
+ plt.axis('equal')
95
+ plt.tight_layout()
96
+
97
+ # Return the figure object instead of saving to bytes
98
+ return fig
99
+
100
+ # The rest of the Gradio Blocks interface definition and function linking
101
+ # should remain the same, as the analyze_reels_gradio function already
102
+ # calls these plotting functions and is intended to return the figure objects now.
103
+
104
+ # Global variables to maintain state across Gradio calls
105
+ global cl
106
+ global explore_reels_list
107
+ global sentiment_analyzer_instance
108
+ global content_classifier_pipeline
109
+
110
+ # Initialize sentiment analyzer if not already done (can be done here or lazily in analyze_reels_gradio)
111
+ # Doing it here ensures the model is loaded when this cell runs, potentially reducing latency on first analyze click.
112
+ try:
113
+ sentiment_analyzer_instance = ReelSentimentAnalyzer()
114
+ print("Sentiment Analyzer initialized.")
115
+ # Optional: Train Hindi model if needed and data is available
116
+ # sample_train_data = [...] # Define your training data
117
+ # sentiment_analyzer_instance.train_hindi_model(sample_train_data)
118
+ except Exception as e:
119
+ print(f"Error initializing Sentiment Analyzer globally: {e}")
120
+ sentiment_analyzer_instance = None
121
+
122
+
123
+ # Initialize content classifier pipeline if not already done (can be done here or lazily)
124
+ try:
125
+ print("Initializing Content Classifier Pipeline globally...")
126
+ content_classifier_pipeline = pipeline(
127
+ "zero-shot-classification",
128
+ model="facebook/bart-large-mnli",
129
+ device=0 if torch.cuda.is_available() else -1 # Use GPU if available
130
+ )
131
+ print("Content Classifier Pipeline Initialized.")
132
+ except Exception as e:
133
+ print(f"Error initializing Content Classifier globally: {e}")
134
+ content_classifier_pipeline = None
135
+
136
+
137
+ def login_gradio(username):
138
+ """Gradio-compatible login function."""
139
+ global cl
140
+ try:
141
+ PASSWORD = userdata.get('password')
142
+ except Exception as e:
143
+ return f"Error accessing password secret: {e}"
144
+
145
+
146
+ if not PASSWORD:
147
+ return "Error: Instagram password not found in Colab secrets."
148
+
149
+ cl = Client()
150
+
151
+ try:
152
+ cl.login(username, PASSWORD)
153
+ return f"Successfully logged in as {username}"
154
+ except Exception as e:
155
+ cl = None # Ensure cl is None on failure
156
+ return f"Error during login: {e}"
157
+
158
+ def fetch_reels_gradio():
159
+ """Gradio-compatible function to fetch explore reels."""
160
+ global cl
161
+ global explore_reels_list
162
+
163
+ if cl is None:
164
+ explore_reels_list = [] # Ensure list is empty on failure
165
+ return "Error: Not logged in. Please log in first."
166
+
167
+ try:
168
+ # Fetch a limited number of reels for demonstration purposes
169
+ # You might want to make this number configurable later
170
+ fetched_reels = cl.explore_reels()[:100] # Fetch up to 100 for analysis
171
+ explore_reels_list = fetched_reels
172
+ if explore_reels_list:
173
+ return f"Successfully fetched {len(explore_reels_list)} explore reels."
174
+ else:
175
+ explore_reels_list = [] # Ensure it's an empty list
176
+ return "Fetched 0 explore reels."
177
+ except Exception as e:
178
+ explore_reels_list = [] # Ensure it's an empty list on error
179
+ return f"Error fetching explore reels: {e}"
180
+
181
+
182
+ def analyze_reels_gradio(max_to_analyze):
183
+ """Gradio-compatible function to analyze fetched reels and generate plots."""
184
+ global explore_reels_list
185
+ global sentiment_analyzer_instance
186
+ global content_classifier_pipeline
187
+
188
+ if not explore_reels_list:
189
+ # Return None for plots if no reels
190
+ return "Error: No reels fetched yet. Please fetch reels first.", None, None
191
+
192
+ # Ensure max_to_analyze does not exceed the number of fetched reels
193
+ num_reels_to_process = min(max_to_analyze, len(explore_reels_list))
194
+ reels_to_analyze = explore_reels_list[:num_reels_to_process]
195
+
196
+ if not reels_to_analyze:
197
+ return "Error: No reels available to analyze.", None, None
198
+
199
+
200
+ # Check if analyzers are initialized
201
+ if sentiment_analyzer_instance is None:
202
+ return "Error: Sentiment Analyzer not initialized.", None, None
203
+ if content_classifier_pipeline is None:
204
+ return "Error: Content Classifier not initialized.", None, None
205
+
206
+
207
+ analysis_status_messages = []
208
+ sentiment_plot_figure = None # Changed to figure
209
+ content_plot_figure = None # Changed to figure
210
+
211
+ # Perform Sentiment Analysis
212
+ try:
213
+ analysis_status_messages.append(f"Starting Sentiment Analysis for {len(reels_to_analyze)} reels...")
214
+ sentiment_results, detailed_sentiment_results = sentiment_analyzer_instance.analyze_reels(
215
+ reels_to_analyze,
216
+ max_to_analyze=len(reels_to_analyze) # Pass the actual number being processed
217
+ )
218
+ # Call the updated plotting function that returns a figure
219
+ sentiment_plot_figure = plot_sentiment_pie(sentiment_results, title=f"Sentiment of {len(reels_to_analyze)} Instagram Reels")
220
+ analysis_status_messages.append("Sentiment Analysis Complete.")
221
+ except Exception as e:
222
+ analysis_status_messages.append(f"Error during Sentiment Analysis: {e}")
223
+ sentiment_plot_figure = None # Ensure plot is None on error
224
+
225
+
226
+ # Perform Content Categorization
227
+ try:
228
+ analysis_status_messages.append(f"Starting Content Categorization for {len(reels_to_analyze)} reels...")
229
+ category_counts = Counter()
230
+ # Re-implement content analysis slightly to fit this flow using the global pipeline
231
+ print(f"\n⏳ Analyzing content for {len(reels_to_analyze)} reels...")
232
+ for i, reel in enumerate(reels_to_analyze, 1):
233
+ caption = getattr(reel, 'caption_text', '') or getattr(reel, 'caption', '') or ''
234
+ # Use the global classifier pipeline
235
+ category, details = classify_reel_content(caption)
236
+ category_counts[category] += 1
237
+
238
+ print("\n✅ Content Analysis complete!")
239
+ print("\n📊 Category Counts:")
240
+ for category, count in category_counts.most_common():
241
+ print(f"- {category.replace('_', ' ').title()}: {count}")
242
+
243
+ # Call the updated plotting function that returns a figure
244
+ content_plot_figure = plot_category_distribution(category_counts)
245
+ analysis_status_messages.append("Content Categorization Complete.")
246
+
247
+ except Exception as e:
248
+ analysis_status_messages.append(f"Error during Content Analysis: {e}")
249
+ content_plot_figure = None # Ensure plot is None on error
250
+
251
+
252
+ final_status_message = "\n".join(analysis_status_messages)
253
+ # Return the figure objects
254
+ return final_status_message, sentiment_plot_figure, content_plot_figure
255
+
256
+ # --- Gradio Blocks Interface ---
257
+ with gr.Blocks() as demo:
258
+ gr.Markdown("# Instagram Reels Analysis")
259
+ with gr.Row():
260
+ username_input = gr.Textbox(label="Instagram Username")
261
+ login_button = gr.Button("Login")
262
+ login_status_output = gr.Label(label="Login Status")
263
+
264
+ with gr.Row():
265
+ fetch_button = gr.Button("Fetch Reels")
266
+ fetch_status_output = gr.Label(label="Fetch Status")
267
+
268
+ with gr.Row():
269
+ max_reels_input = gr.Slider(minimum=1, maximum=100, value=10, step=1, label="Number of Reels to Analyze")
270
+ analyze_button = gr.Button("Analyze Reels")
271
+
272
+ analyze_status_output = gr.Label(label="Analysis Status")
273
+
274
+ with gr.Row():
275
+ # Sentiment Analysis Outputs
276
+ with gr.Column():
277
+ gr.Markdown("## Sentiment Analysis")
278
+ sentiment_plot_output = gr.Plot(label="Sentiment Distribution")
279
+
280
+ # Content Analysis Outputs
281
+ with gr.Column():
282
+ gr.Markdown("## Content Analysis")
283
+ content_plot_output = gr.Plot(label="Content Distribution")
284
+
285
+
286
+ # Link login and fetch buttons (assuming login_gradio and fetch_reels_gradio are defined)
287
+ # Redefine login_gradio and fetch_reels_gradio here within the Blocks context
288
+ # to ensure they are linked correctly, even though they were defined above.
289
+ # This is a common pattern in Gradio Blocks.
290
+
291
+ def login_gradio_blocks(username):
292
+ """Gradio-compatible login function for Blocks."""
293
+ global cl
294
+ try:
295
+ PASSWORD = userdata.get('password')
296
+ except Exception as e:
297
+ return f"Error accessing password secret: {e}"
298
+
299
+
300
+ if not PASSWORD:
301
+ return "Error: Instagram password not found in Colab secrets."
302
+
303
+ cl = Client()
304
+
305
+ try:
306
+ cl.login(username, PASSWORD)
307
+ return f"Successfully logged in as {username}"
308
+ except Exception as e:
309
+ cl = None # Ensure cl is None on failure
310
+ return f"Error during login: {e}"
311
+
312
+ def fetch_reels_gradio_blocks():
313
+ """Gradio-compatible function to fetch explore reels for Blocks."""
314
+ global cl
315
+ global explore_reels_list
316
+
317
+ if cl is None:
318
+ explore_reels_list = [] # Ensure list is empty on failure
319
+ return "Error: Not logged in. Please log in first."
320
+
321
+ try:
322
+ # Fetch a limited number of reels for demonstration purposes
323
+ # You might want to make this number configurable later
324
+ fetched_reels = cl.explore_reels()[:100] # Fetch up to 100 for analysis
325
+ explore_reels_list = fetched_reels
326
+ if explore_reels_list:
327
+ return f"Successfully fetched {len(explore_reels_list)} explore reels."
328
+ else:
329
+ explore_reels_list = [] # Ensure it's an empty list
330
+ return "Fetched 0 explore reels."
331
+ except Exception as e:
332
+ explore_reels_list = [] # Ensure it's an empty list on error
333
+ return f"Error fetching explore reels: {e}"
334
+
335
+
336
+ login_button.click(
337
+ fn=login_gradio_blocks,
338
+ inputs=username_input,
339
+ outputs=login_status_output
340
+ )
341
+
342
+ fetch_button.click(
343
+ fn=fetch_reels_gradio_blocks,
344
+ inputs=None, # No direct inputs needed for fetching
345
+ outputs=fetch_status_output
346
+ )
347
+
348
+ # Link the Analyze button to the analysis function
349
+ analyze_button.click(
350
+ fn=analyze_reels_gradio,
351
+ inputs=max_reels_input, # Input is the slider value
352
+ outputs=[analyze_status_output, sentiment_plot_output, content_plot_output] # Outputs are status and the two plots
353
+ )
354
+
355
+ # The demo is now fully defined. It can be launched in the next step.
356
+ # demo.launch()
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
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {"Series":"I", "X":10.0, "Y":8.04},
3
+ {"Series":"I", "X":8.0, "Y":6.95},
4
+ {"Series":"I", "X":13.0, "Y":7.58},
5
+ {"Series":"I", "X":9.0, "Y":8.81},
6
+ {"Series":"I", "X":11.0, "Y":8.33},
7
+ {"Series":"I", "X":14.0, "Y":9.96},
8
+ {"Series":"I", "X":6.0, "Y":7.24},
9
+ {"Series":"I", "X":4.0, "Y":4.26},
10
+ {"Series":"I", "X":12.0, "Y":10.84},
11
+ {"Series":"I", "X":7.0, "Y":4.81},
12
+ {"Series":"I", "X":5.0, "Y":5.68},
13
+
14
+ {"Series":"II", "X":10.0, "Y":9.14},
15
+ {"Series":"II", "X":8.0, "Y":8.14},
16
+ {"Series":"II", "X":13.0, "Y":8.74},
17
+ {"Series":"II", "X":9.0, "Y":8.77},
18
+ {"Series":"II", "X":11.0, "Y":9.26},
19
+ {"Series":"II", "X":14.0, "Y":8.10},
20
+ {"Series":"II", "X":6.0, "Y":6.13},
21
+ {"Series":"II", "X":4.0, "Y":3.10},
22
+ {"Series":"II", "X":12.0, "Y":9.13},
23
+ {"Series":"II", "X":7.0, "Y":7.26},
24
+ {"Series":"II", "X":5.0, "Y":4.74},
25
+
26
+ {"Series":"III", "X":10.0, "Y":7.46},
27
+ {"Series":"III", "X":8.0, "Y":6.77},
28
+ {"Series":"III", "X":13.0, "Y":12.74},
29
+ {"Series":"III", "X":9.0, "Y":7.11},
30
+ {"Series":"III", "X":11.0, "Y":7.81},
31
+ {"Series":"III", "X":14.0, "Y":8.84},
32
+ {"Series":"III", "X":6.0, "Y":6.08},
33
+ {"Series":"III", "X":4.0, "Y":5.39},
34
+ {"Series":"III", "X":12.0, "Y":8.15},
35
+ {"Series":"III", "X":7.0, "Y":6.42},
36
+ {"Series":"III", "X":5.0, "Y":5.73},
37
+
38
+ {"Series":"IV", "X":8.0, "Y":6.58},
39
+ {"Series":"IV", "X":8.0, "Y":5.76},
40
+ {"Series":"IV", "X":8.0, "Y":7.71},
41
+ {"Series":"IV", "X":8.0, "Y":8.84},
42
+ {"Series":"IV", "X":8.0, "Y":8.47},
43
+ {"Series":"IV", "X":8.0, "Y":7.04},
44
+ {"Series":"IV", "X":8.0, "Y":5.25},
45
+ {"Series":"IV", "X":19.0, "Y":12.50},
46
+ {"Series":"IV", "X":8.0, "Y":5.56},
47
+ {"Series":"IV", "X":8.0, "Y":7.91},
48
+ {"Series":"IV", "X":8.0, "Y":6.89}
49
+ ]
sample_data/california_housing_test.csv ADDED
The diff for this file is too large to render. See raw diff
 
sample_data/california_housing_train.csv ADDED
The diff for this file is too large to render. See raw diff
 
sample_data/mnist_test.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
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+ oid sha256:51c292478d94ec3a01461bdfa82eb0885d262eb09e615679b2d69dedb6ad09e7
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+ size 18289443
sample_data/mnist_train_small.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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