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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/logs/2024.04.11/13.20.28.090352.log +596 -0
  10. .config/logs/2024.04.11/13.20.55.387089.log +5 -0
  11. .config/logs/2024.04.11/13.21.06.258241.log +169 -0
  12. .config/logs/2024.04.11/13.21.15.072579.log +5 -0
  13. .config/logs/2024.04.11/13.21.25.919190.log +8 -0
  14. .config/logs/2024.04.11/13.21.26.545746.log +8 -0
  15. .gitattributes +2 -0
  16. Dockefile +25 -0
  17. README.md +1 -8
  18. Translator/.gitattributes +35 -0
  19. Translator/README.md +13 -0
  20. __pycache__/model.cpython-310.pyc +0 -0
  21. app.py +35 -0
  22. config.pkl +3 -0
  23. flagged/log.csv +2 -0
  24. gradio.File +23 -0
  25. model.h5 +3 -0
  26. model.py +72 -0
  27. requirements.txt +11 -0
  28. sample_data/README.md +19 -0
  29. sample_data/anscombe.json +49 -0
  30. sample_data/california_housing_test.csv +0 -0
  31. sample_data/california_housing_train.csv +0 -0
  32. sample_data/mnist_test.csv +3 -0
  33. sample_data/mnist_train_small.csv +3 -0
  34. tokenizer_eng.pkl +3 -0
  35. tokenizer_fr.pkl +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: 1712841665.7444866
.config/.last_update_check.json ADDED
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+ {"last_update_check_time": 1712841674.630171, "last_update_check_revision": 20240329151455, "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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+ [compute]
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+ gce_metadata_read_timeout_sec = 0
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.config/default_configs.db ADDED
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.config/gce ADDED
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.config/logs/2024.04.11/13.20.28.090352.log ADDED
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+ 2024-04-11 13:20:44,035 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
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+ 2024-04-11 13:20:44,039 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2024-04-11 13:20:44,106 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-nix-20240106004423.tar.gz HTTP/1.1" 200 2026
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+ 2024-04-11 13:20:44,107 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2024-04-11 13:20:44,117 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
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+ 2024-04-11 13:20:44,124 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
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+ 2024-04-11 13:20:44,127 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2024-04-11 13:20:44,200 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20240229170130.tar.gz HTTP/1.1" 200 78486918
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+ 2024-04-11 13:20:49,698 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
366
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368
+ 2024-04-11 13:20:49,702 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
369
+ 2024-04-11 13:20:49,842 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-20231025210228.tar.gz HTTP/1.1" 200 11833901
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371
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412
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413
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416
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418
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419
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420
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422
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424
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425
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426
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427
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428
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429
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430
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431
+
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433
+
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+ 2024-04-11 13:20:51,499 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
435
+
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437
+ 2024-04-11 13:20:51,502 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
438
+ 2024-04-11 13:20:51,635 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20240106004423.tar.gz HTTP/1.1" 200 2042
439
+ 2024-04-11 13:20:51,635 INFO ___FILE_ONLY___ ══════════════════════════════
440
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441
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442
+
443
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444
+
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+ 2024-04-11 13:20:51,645 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
446
+
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+ 2024-04-11 13:20:51,645 INFO ___FILE_ONLY___ ╚
448
+ 2024-04-11 13:20:51,650 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
449
+ 2024-04-11 13:20:51,650 INFO ___FILE_ONLY___ ╝
450
+
451
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452
+
453
+ 2024-04-11 13:20:51,652 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
454
+
455
+ 2024-04-11 13:20:51,652 INFO ___FILE_ONLY___ ╚
456
+ 2024-04-11 13:20:51,656 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
457
+ 2024-04-11 13:20:51,721 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-core-nix-20240106004423.tar.gz HTTP/1.1" 200 2410
458
+ 2024-04-11 13:20:51,722 INFO ___FILE_ONLY___ ══════════════════════════════
459
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460
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461
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462
+
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+
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+ 2024-04-11 13:20:51,732 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
466
+
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468
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469
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470
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472
+
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+ 2024-04-11 13:20:51,740 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
474
+
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+ 2024-04-11 13:20:51,740 INFO ___FILE_ONLY___ ╚
476
+ 2024-04-11 13:20:51,744 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
477
+ 2024-04-11 13:20:51,819 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20231215195722.tar.gz HTTP/1.1" 200 1287877
478
+ 2024-04-11 13:20:51,884 INFO ___FILE_ONLY___ ═
479
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480
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481
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483
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485
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491
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493
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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
+ 2024-04-11 13:20:51,888 INFO ___FILE_ONLY___ ═
505
+ 2024-04-11 13:20:51,888 INFO ___FILE_ONLY___ ═
506
+ 2024-04-11 13:20:51,888 INFO ___FILE_ONLY___ ═
507
+ 2024-04-11 13:20:51,888 INFO ___FILE_ONLY___ ═
508
+ 2024-04-11 13:20:51,920 INFO ___FILE_ONLY___ ═══════════════
509
+ 2024-04-11 13:20:51,920 INFO ___FILE_ONLY___ ═══════════════
510
+ 2024-04-11 13:20:51,920 INFO ___FILE_ONLY___ ╝
511
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513
+
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+ 2024-04-11 13:20:51,930 INFO ___FILE_ONLY___ ╠═ Installing: anthoscli ═╣
515
+
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+ 2024-04-11 13:20:51,930 INFO ___FILE_ONLY___ ╚
517
+ 2024-04-11 13:20:51,934 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
518
+ 2024-04-11 13:20:52,007 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-anthoscli-linux-x86_64-20240209195330.tar.gz HTTP/1.1" 200 72231225
519
+ 2024-04-11 13:20:52,610 INFO ___FILE_ONLY___ ═
520
+ 2024-04-11 13:20:52,613 INFO ___FILE_ONLY___ ═
521
+ 2024-04-11 13:20:52,616 INFO ___FILE_ONLY___ ═
522
+ 2024-04-11 13:20:52,619 INFO ___FILE_ONLY___ ═
523
+ 2024-04-11 13:20:52,622 INFO ___FILE_ONLY___ ═
524
+ 2024-04-11 13:20:52,625 INFO ___FILE_ONLY___ ═
525
+ 2024-04-11 13:20:52,628 INFO ___FILE_ONLY___ ═
526
+ 2024-04-11 13:20:52,631 INFO ___FILE_ONLY___ ═
527
+ 2024-04-11 13:20:52,634 INFO ___FILE_ONLY___ ═
528
+ 2024-04-11 13:20:52,637 INFO ___FILE_ONLY___ ═
529
+ 2024-04-11 13:20:52,640 INFO ___FILE_ONLY___ ═
530
+ 2024-04-11 13:20:52,643 INFO ___FILE_ONLY___ ═
531
+ 2024-04-11 13:20:52,646 INFO ___FILE_ONLY___ ═
532
+ 2024-04-11 13:20:52,649 INFO ___FILE_ONLY___ ═
533
+ 2024-04-11 13:20:52,652 INFO ___FILE_ONLY___ ═
534
+ 2024-04-11 13:20:52,655 INFO ___FILE_ONLY___ ═
535
+ 2024-04-11 13:20:52,658 INFO ___FILE_ONLY___ ═
536
+ 2024-04-11 13:20:52,661 INFO ___FILE_ONLY___ ═
537
+ 2024-04-11 13:20:52,664 INFO ___FILE_ONLY___ ═
538
+ 2024-04-11 13:20:52,667 INFO ___FILE_ONLY___ ═
539
+ 2024-04-11 13:20:52,670 INFO ___FILE_ONLY___ ═
540
+ 2024-04-11 13:20:52,673 INFO ___FILE_ONLY___ ═
541
+ 2024-04-11 13:20:52,675 INFO ___FILE_ONLY___ ═
542
+ 2024-04-11 13:20:52,678 INFO ___FILE_ONLY___ ═
543
+ 2024-04-11 13:20:52,681 INFO ___FILE_ONLY___ ═
544
+ 2024-04-11 13:20:52,684 INFO ___FILE_ONLY___ ═
545
+ 2024-04-11 13:20:52,687 INFO ___FILE_ONLY___ ═
546
+ 2024-04-11 13:20:52,690 INFO ___FILE_ONLY___ ═
547
+ 2024-04-11 13:20:52,693 INFO ___FILE_ONLY___ ═
548
+ 2024-04-11 13:20:52,696 INFO ___FILE_ONLY___ ═
549
+ 2024-04-11 13:20:54,752 INFO ___FILE_ONLY___ ══════════
550
+ 2024-04-11 13:20:54,757 INFO ___FILE_ONLY___ ═════════
551
+ 2024-04-11 13:20:54,782 INFO ___FILE_ONLY___ ═══════════
552
+ 2024-04-11 13:20:54,783 INFO ___FILE_ONLY___ ╝
553
+
554
+ 2024-04-11 13:20:54,805 INFO ___FILE_ONLY___ ╔═════════════════════════════════��══════════════════════════╗
555
+
556
+ 2024-04-11 13:20:54,805 INFO ___FILE_ONLY___ ╠═ Installing: anthoscli ═╣
557
+
558
+ 2024-04-11 13:20:54,805 INFO ___FILE_ONLY___ ╚
559
+ 2024-04-11 13:20:54,810 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
560
+ 2024-04-11 13:20:54,811 INFO ___FILE_ONLY___ ╝
561
+
562
+ 2024-04-11 13:20:54,812 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
563
+
564
+ 2024-04-11 13:20:54,812 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies ═╣
565
+
566
+ 2024-04-11 13:20:54,812 INFO ___FILE_ONLY___ ╚
567
+ 2024-04-11 13:20:54,816 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
568
+ 2024-04-11 13:20:54,954 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-deps-linux-x86_64-20210416153011.tar.gz HTTP/1.1" 200 104
569
+ 2024-04-11 13:20:54,954 INFO ___FILE_ONLY___ ══════════════════════════════
570
+ 2024-04-11 13:20:54,955 INFO ___FILE_ONLY___ ══════════════════════════════
571
+ 2024-04-11 13:20:54,955 INFO ___FILE_ONLY___ ╝
572
+
573
+ 2024-04-11 13:20:54,964 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
574
+
575
+ 2024-04-11 13:20:54,964 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
576
+
577
+ 2024-04-11 13:20:54,964 INFO ___FILE_ONLY___ ╚
578
+ 2024-04-11 13:20:54,964 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
579
+ 2024-04-11 13:20:54,964 INFO ___FILE_ONLY___ ══════════════════════════════
580
+ 2024-04-11 13:20:54,965 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
581
+ 2024-04-11 13:20:54,965 INFO ___FILE_ONLY___ ══════════════════════════════
582
+ 2024-04-11 13:20:54,965 INFO ___FILE_ONLY___ ╝
583
+
584
+ 2024-04-11 13:20:54,969 DEBUG root Updating notification cache...
585
+ 2024-04-11 13:20:54,969 INFO ___FILE_ONLY___
586
+
587
+ 2024-04-11 13:20:54,971 INFO ___FILE_ONLY___ Performing post processing steps...
588
+ 2024-04-11 13:20:54,972 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
589
+ 2024-04-11 13:21:05,526 DEBUG ___FILE_ONLY___
590
+ 2024-04-11 13:21:05,526 DEBUG ___FILE_ONLY___
591
+ 2024-04-11 13:21:05,739 INFO ___FILE_ONLY___
592
+ Update done!
593
+
594
+
595
+ 2024-04-11 13:21:05,743 DEBUG root Chosen display Format:none
596
+ 2024-04-11 13:21:05,743 INFO root Display format: "none"
.config/logs/2024.04.11/13.20.55.387089.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-04-11 13:20:55,387 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-04-11 13:20:55,390 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-04-11 13:20:55,392 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-04-11 13:21:05,442 DEBUG root Chosen display Format:none
5
+ 2024-04-11 13:21:05,443 INFO root Display format: "none"
.config/logs/2024.04.11/13.21.06.258241.log ADDED
@@ -0,0 +1,169 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-04-11 13:21:06,259 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-04-11 13:21:06,261 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2024-04-11 13:21:06,264 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2024-04-11 13:21:06,265 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2024-04-11 13:21:06,272 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2024-04-11 13:21:06,342 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 214439
8
+ 2024-04-11 13:21:06,361 WARNING root Component [compute] no longer exists.
9
+ 2024-04-11 13:21:06,361 WARNING root Component [preview] no longer exists.
10
+ 2024-04-11 13:21:06,362 INFO ___FILE_ONLY___
11
+
12
+ 2024-04-11 13:21:06,363 INFO ___FILE_ONLY___
13
+ Your current Google Cloud CLI version is: 471.0.0
14
+
15
+ 2024-04-11 13:21:06,363 INFO ___FILE_ONLY___ Installing components from version: 471.0.0
16
+
17
+ 2024-04-11 13:21:06,363 INFO ___FILE_ONLY___
18
+
19
+ 2024-04-11 13:21:06,363 DEBUG root Chosen display Format:table[box,title="These components will be removed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
20
+ 2024-04-11 13:21:06,364 DEBUG root Chosen display Format:table[box,title="These components will be updated."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
21
+ 2024-04-11 13:21:06,365 DEBUG root Chosen display Format:table[box,title="These components will be installed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
22
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___ ┌──────────────────────────────────────────────┐
23
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___
24
+
25
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___ │ These components will be installed. │
26
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___
27
+
28
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___ ├───────────────────────┬────────────┬─────────┤
29
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___
30
+
31
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
32
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___
33
+
34
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___ ├───────────────────────┼────────────┼─────────┤
35
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___
36
+
37
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___ │
38
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___ gcloud Alpha Commands
39
+ 2024-04-11 13:21:06,401 INFO ___FILE_ONLY___
40
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___ │
41
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___ 2024.03.29
42
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___
43
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___ │
44
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___ < 1 MiB
45
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___
46
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___ │
47
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___
48
+
49
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___ │
50
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___ gcloud Beta Commands
51
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___
52
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___ │
53
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___ 2024.03.29
54
+ 2024-04-11 13:21:06,402 INFO ___FILE_ONLY___
55
+ 2024-04-11 13:21:06,403 INFO ___FILE_ONLY___ │
56
+ 2024-04-11 13:21:06,403 INFO ___FILE_ONLY___ < 1 MiB
57
+ 2024-04-11 13:21:06,403 INFO ___FILE_ONLY___
58
+ 2024-04-11 13:21:06,403 INFO ___FILE_ONLY___ │
59
+ 2024-04-11 13:21:06,403 INFO ___FILE_ONLY___
60
+
61
+ 2024-04-11 13:21:06,403 INFO ___FILE_ONLY___ └───────────────────────┴────────────┴─────────┘
62
+ 2024-04-11 13:21:06,403 INFO ___FILE_ONLY___
63
+
64
+ 2024-04-11 13:21:06,403 INFO ___FILE_ONLY___
65
+
66
+ 2024-04-11 13:21:06,407 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
67
+ 2024-04-11 13:21:06,549 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1186568
68
+ 2024-04-11 13:21:06,673 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
69
+ https://cloud.google.com/sdk/release_notes
70
+
71
+
72
+ 2024-04-11 13:21:06,676 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
73
+
74
+ 2024-04-11 13:21:06,676 INFO ___FILE_ONLY___ ╠═ Creating update staging area ═╣
75
+
76
+ 2024-04-11 13:21:06,676 INFO ___FILE_ONLY___ ╚
77
+ 2024-04-11 13:21:06,676 INFO ___FILE_ONLY___ ══════
78
+ 2024-04-11 13:21:07,357 INFO ___FILE_ONLY___ ══════
79
+ 2024-04-11 13:21:07,357 INFO ___FILE_ONLY___ ══════
80
+ 2024-04-11 13:21:07,801 INFO ___FILE_ONLY___ ═
81
+ 2024-04-11 13:21:08,052 INFO ___FILE_ONLY___ ═
82
+ 2024-04-11 13:21:08,104 INFO ___FILE_ONLY___ ═
83
+ 2024-04-11 13:21:08,153 INFO ___FILE_ONLY___ ═
84
+ 2024-04-11 13:21:08,198 INFO ___FILE_ONLY___ ═
85
+ 2024-04-11 13:21:08,240 INFO ___FILE_ONLY___ ═
86
+ 2024-04-11 13:21:08,281 INFO ___FILE_ONLY___ ═
87
+ 2024-04-11 13:21:08,325 INFO ___FILE_ONLY___ ═
88
+ 2024-04-11 13:21:08,397 INFO ___FILE_ONLY___ ═
89
+ 2024-04-11 13:21:08,514 INFO ___FILE_ONLY___ ═
90
+ 2024-04-11 13:21:08,674 INFO ___FILE_ONLY___ ═
91
+ 2024-04-11 13:21:08,761 INFO ___FILE_ONLY___ ═
92
+ 2024-04-11 13:21:08,842 INFO ___FILE_ONLY___ ═
93
+ 2024-04-11 13:21:08,923 INFO ___FILE_ONLY___ ═
94
+ 2024-04-11 13:21:08,996 INFO ___FILE_ONLY___ ═
95
+ 2024-04-11 13:21:09,158 INFO ___FILE_ONLY___ ═
96
+ 2024-04-11 13:21:09,218 INFO ___FILE_ONLY___ ═
97
+ 2024-04-11 13:21:09,279 INFO ___FILE_ONLY___ ═
98
+ 2024-04-11 13:21:09,331 INFO ___FILE_ONLY___ ═
99
+ 2024-04-11 13:21:09,391 INFO ___FILE_ONLY___ ═
100
+ 2024-04-11 13:21:09,455 INFO ___FILE_ONLY___ ═
101
+ 2024-04-11 13:21:09,507 INFO ___FILE_ONLY___ ═
102
+ 2024-04-11 13:21:09,571 INFO ___FILE_ONLY___ ═
103
+ 2024-04-11 13:21:09,636 INFO ___FILE_ONLY___ ═
104
+ 2024-04-11 13:21:09,701 INFO ___FILE_ONLY___ ═
105
+ 2024-04-11 13:21:09,757 INFO ___FILE_ONLY___ ═
106
+ 2024-04-11 13:21:09,815 INFO ___FILE_ONLY___ ═
107
+ 2024-04-11 13:21:09,892 INFO ___FILE_ONLY___ ═
108
+ 2024-04-11 13:21:09,962 INFO ___FILE_ONLY___ ═
109
+ 2024-04-11 13:21:10,030 INFO ___FILE_ONLY___ ═
110
+ 2024-04-11 13:21:10,110 INFO ___FILE_ONLY___ ═
111
+ 2024-04-11 13:21:10,193 INFO ___FILE_ONLY___ ═
112
+ 2024-04-11 13:21:10,268 INFO ___FILE_ONLY___ ═
113
+ 2024-04-11 13:21:10,356 INFO ___FILE_ONLY___ ═
114
+ 2024-04-11 13:21:10,436 INFO ___FILE_ONLY___ ═
115
+ 2024-04-11 13:21:10,506 INFO ___FILE_ONLY___ ═
116
+ 2024-04-11 13:21:10,574 INFO ___FILE_ONLY___ ═
117
+ 2024-04-11 13:21:10,691 INFO ___FILE_ONLY___ ═
118
+ 2024-04-11 13:21:10,753 INFO ___FILE_ONLY___ ═
119
+ 2024-04-11 13:21:10,825 INFO ___FILE_ONLY___ ═
120
+ 2024-04-11 13:21:10,880 INFO ___FILE_ONLY___ ═
121
+ 2024-04-11 13:21:10,949 INFO ___FILE_ONLY___ ═
122
+ 2024-04-11 13:21:10,950 INFO ___FILE_ONLY___ ╝
123
+
124
+ 2024-04-11 13:21:14,346 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
125
+
126
+ 2024-04-11 13:21:14,346 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
127
+
128
+ 2024-04-11 13:21:14,346 INFO ___FILE_ONLY___ ╚
129
+ 2024-04-11 13:21:14,350 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
130
+ 2024-04-11 13:21:14,476 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20240329151455.tar.gz HTTP/1.1" 200 800
131
+ 2024-04-11 13:21:14,477 INFO ___FILE_ONLY___ ══════════════════════════════
132
+ 2024-04-11 13:21:14,478 INFO ___FILE_ONLY___ ══════════════════════════════
133
+ 2024-04-11 13:21:14,478 INFO ___FILE_ONLY___ ╝
134
+
135
+ 2024-04-11 13:21:14,487 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
136
+
137
+ 2024-04-11 13:21:14,487 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
138
+
139
+ 2024-04-11 13:21:14,487 INFO ___FILE_ONLY___ ╚
140
+ 2024-04-11 13:21:14,491 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
141
+ 2024-04-11 13:21:14,556 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20240329151455.tar.gz HTTP/1.1" 200 797
142
+ 2024-04-11 13:21:14,557 INFO ___FILE_ONLY___ ══════════════════════════════
143
+ 2024-04-11 13:21:14,558 INFO ___FILE_ONLY___ ══════════════════════════════
144
+ 2024-04-11 13:21:14,558 INFO ___FILE_ONLY___ ╝
145
+
146
+ 2024-04-11 13:21:14,568 INFO ___FILE_ONLY___ ��════════════════════════════════════════════════════════════╗
147
+
148
+ 2024-04-11 13:21:14,624 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
149
+
150
+ 2024-04-11 13:21:14,624 INFO ___FILE_ONLY___ ╚
151
+ 2024-04-11 13:21:14,624 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
152
+ 2024-04-11 13:21:14,625 INFO ___FILE_ONLY___ ══════════════════════════════
153
+ 2024-04-11 13:21:14,625 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
154
+ 2024-04-11 13:21:14,625 INFO ___FILE_ONLY___ ══════════════════════════════
155
+ 2024-04-11 13:21:14,625 INFO ___FILE_ONLY___ ╝
156
+
157
+ 2024-04-11 13:21:14,630 DEBUG root Updating notification cache...
158
+ 2024-04-11 13:21:14,631 INFO ___FILE_ONLY___
159
+
160
+ 2024-04-11 13:21:14,633 INFO ___FILE_ONLY___ Performing post processing steps...
161
+ 2024-04-11 13:21:14,634 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
162
+ 2024-04-11 13:21:25,234 DEBUG ___FILE_ONLY___
163
+ 2024-04-11 13:21:25,234 DEBUG ___FILE_ONLY___
164
+ 2024-04-11 13:21:25,401 INFO ___FILE_ONLY___
165
+ Update done!
166
+
167
+
168
+ 2024-04-11 13:21:25,404 DEBUG root Chosen display Format:none
169
+ 2024-04-11 13:21:25,405 INFO root Display format: "none"
.config/logs/2024.04.11/13.21.15.072579.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-04-11 13:21:15,073 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-04-11 13:21:15,075 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-04-11 13:21:15,077 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-04-11 13:21:25,156 DEBUG root Chosen display Format:none
5
+ 2024-04-11 13:21:25,157 INFO root Display format: "none"
.config/logs/2024.04.11/13.21.25.919190.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-04-11 13:21:25,921 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-04-11 13:21:26,034 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-04-11 13:21:26,037 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2024-04-11 13:21:26,038 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2024-04-11 13:21:26,039 DEBUG root Chosen display Format:default
7
+ 2024-04-11 13:21:26,040 INFO root Display format: "default"
8
+ 2024-04-11 13:21:26,041 DEBUG root SDK update checks are disabled.
.config/logs/2024.04.11/13.21.26.545746.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-04-11 13:21:26,547 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-04-11 13:21:26,658 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-04-11 13:21:26,663 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2024-04-11 13:21:26,665 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2024-04-11 13:21:26,666 DEBUG root Chosen display Format:default
7
+ 2024-04-11 13:21:26,666 INFO root Display format: "default"
8
+ 2024-04-11 13:21:26,667 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
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
33
  *.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
Dockefile ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ FROM python:3.11.9
2
+
3
+ # Create the working directory
4
+ RUN set -ex && mkdir /translator
5
+ WORKDIR /translator
6
+
7
+ # Install system dependencies fro Numpy
8
+ RUN apt-get update && apt-get install -y \
9
+ build-essential \
10
+ libopenblas-dev \
11
+ gfortran
12
+
13
+
14
+ # Install Python dependencies
15
+ COPY requirements.txt ./requirements.txt
16
+ RUN pip install -r requirements.txt
17
+
18
+ # Copy the relevant directories
19
+ COPY model/ ./model
20
+ COPY . ./
21
+
22
+ # Run the web server
23
+ EXPOSE 8000
24
+ ENV PYTHONPATH /translator
25
+ CMD python /translator/app.py
README.md CHANGED
@@ -1,13 +1,6 @@
1
  ---
2
  title: Translator
3
- emoji: 🐢
4
- colorFrom: red
5
- colorTo: purple
6
  sdk: gradio
7
  sdk_version: 4.26.0
8
- app_file: app.py
9
- pinned: false
10
- license: apache-2.0
11
  ---
12
-
13
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
1
  ---
2
  title: Translator
3
+ app_file: gradio.File
 
 
4
  sdk: gradio
5
  sdk_version: 4.26.0
 
 
 
6
  ---
 
 
Translator/.gitattributes ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ckpt filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.npy filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.ot filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pb filter=lfs diff=lfs merge=lfs -text
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+ *.pickle filter=lfs diff=lfs merge=lfs -text
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
25
+ *.safetensors filter=lfs diff=lfs merge=lfs -text
26
+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
27
+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
30
+ *.tgz filter=lfs diff=lfs merge=lfs -text
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+ *.wasm filter=lfs diff=lfs merge=lfs -text
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+ *.xz 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
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
Translator/README.md ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ title: Translator
3
+ emoji: 🐢
4
+ colorFrom: red
5
+ colorTo: purple
6
+ sdk: gradio
7
+ sdk_version: 4.26.0
8
+ app_file: app.py
9
+ pinned: false
10
+ license: apache-2.0
11
+ ---
12
+
13
+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
__pycache__/model.cpython-310.pyc ADDED
Binary file (2.17 kB). View file
 
app.py ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import os
2
+ import logging
3
+
4
+ from flask import Flask, request, jsonify
5
+
6
+ from final import Translator
7
+
8
+ app = Flask(_name_)
9
+
10
+ model_path = 'model.h5'
11
+
12
+ model = Translator(model_path)
13
+ logging.basicConfig(level=logging.INFO)
14
+
15
+ @app.route("/")
16
+ def index():
17
+ """Provide a simple health check route."""
18
+ return "Hello world!"
19
+
20
+ @app.route("/v1/predict", methods=["GET", "POST"])
21
+ def predict():
22
+ """Provide the main prediction API route. Responds to both GET and POST requests."""
23
+ logging.info("Predict request received!")
24
+ question_text = request.args.get("question_text")
25
+ predicted_answer = model.predict(question_text)
26
+
27
+ logging.info("Predicted answer: {}".format(predicted_answer))
28
+ return jsonify({"predicted_answer": predicted_answer})
29
+
30
+ def main():
31
+ """Run the Flask app."""
32
+ app.run(host="0.0.0.0", port=8000, debug=False)
33
+
34
+ if _name_ == "_main_":
35
+ main()
config.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ size 129
flagged/log.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
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+ Input Text,Translated Text,flag,username,timestamp
2
+ she is driving the truck,elle conduit la nouveau camion rouge,,,2024-04-14 18:32:29.057096
gradio.File ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import logging
2
+ import gradio as gr
3
+ from model import Translator
4
+
5
+ model_path = 'model.h5'
6
+ model = Translator(model_path)
7
+ logging.basicConfig(level=logging.INFO)
8
+
9
+ def translate_sentence(input_sentence):
10
+ return model.predict(input_sentence)
11
+
12
+ inputs = gr.Textbox(lines=2, label="Input Text")
13
+ outputs = gr.Textbox(lines=4, label="Translated Text")
14
+
15
+ gr.Interface(
16
+ fn=translate_sentence,
17
+ inputs=inputs,
18
+ outputs=outputs,
19
+ allow_flagging="never"
20
+ ).launch()
21
+
22
+
23
+
model.h5 ADDED
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model.py ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import os
2
+ # hide TF warnings
3
+ os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'
4
+ import os
5
+ import tensorflow as tf
6
+ import numpy as np
7
+ import pickle
8
+ from tensorflow.keras.models import load_model
9
+ from tensorflow.keras.preprocessing.sequence import pad_sequences
10
+ import logging
11
+
12
+ class Translator:
13
+
14
+ def __init__(self, model_path):
15
+ logging.info("Translator class initialized")
16
+
17
+ self.model = load_model(model_path)
18
+ logging.info("Model is loaded!")
19
+
20
+ # Load tokenizers from pickle files
21
+ with open('tokenizer_eng.pkl', 'rb') as file:
22
+ self.tokenizer_eng = pickle.load(file)
23
+
24
+ with open('tokenizer_fr.pkl', 'rb') as file:
25
+ self.tokenizer_fr = pickle.load(file)
26
+
27
+ # Load max_eng from configuration file
28
+ with open('config.pkl', 'rb') as file:
29
+ config = pickle.load(file)
30
+ self.max_eng = config['max_eng']
31
+ print("Max English Length: ", self.max_eng)
32
+
33
+ def predict(self, input_sentence):
34
+ # process the eng text
35
+ padded_sequence = self.process_text(input_sentence)
36
+
37
+ predicted_sequence = self.model.predict(padded_sequence)
38
+
39
+ # return french text
40
+ translated_sequence = []
41
+ for token_index in predicted_sequence[0]:
42
+ # Get the index of the token with maximum probability
43
+ predicted_token_index = np.argmax(token_index)
44
+ # Convert the index to word
45
+ predicted_word = self.tokenizer_fr.index_word.get(predicted_token_index, '<OOV>')
46
+ # If the word is a padding token, ignore it
47
+ if predicted_word != '<OOV>':
48
+ translated_sequence.append(predicted_word)
49
+ # Join the words to form the translated sentence
50
+ translated_sentence = ' '.join(translated_sequence)
51
+ return translated_sentence
52
+
53
+ def process_text(self, input_sentence):
54
+ # Tokenize the input sentence
55
+ input_sequence = self.tokenizer_eng.texts_to_sequences([input_sentence])
56
+
57
+ # Pad the sequence
58
+ padded_sequence = pad_sequences(input_sequence, maxlen=self.max_eng, padding='post')
59
+
60
+ return padded_sequence
61
+
62
+
63
+ def main():
64
+ model = Translator('model.h5')
65
+ translated_sentence = model.predict("she is driving the truck")
66
+ logging.info("The translation is {}".format(translated_sentence))
67
+
68
+
69
+
70
+ if __name__ == "__main__":
71
+ logging.basicConfig(level=logging.INFO)
72
+ main()
requirements.txt ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Flask==3.0.3
2
+ h5py==3.11.0
3
+ Keras-Preprocessing==1.1.2
4
+ numpy==1.26.4
5
+ Pillow==10.3.0
6
+ requests==2.31.0
7
+ requests-oauthlib==2.0.0
8
+ tensorflow==2.15.0
9
+ tensorflow-estimator==2.15.0
10
+ urllib3==2.2.1
11
+ Werkzeug==3.0.2
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://developers.google.com/machine-learning/crash-course/california-housing-data-description
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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+ ]
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