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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/2023.08.24/21.23.44.598291.log +596 -0
  10. .config/logs/2023.08.24/21.24.28.892496.log +5 -0
  11. .config/logs/2023.08.24/21.24.55.354132.log +169 -0
  12. .config/logs/2023.08.24/21.25.07.624486.log +5 -0
  13. .config/logs/2023.08.24/21.25.34.842300.log +8 -0
  14. .config/logs/2023.08.24/21.25.35.723493.log +8 -0
  15. .gitattributes +2 -0
  16. README.md +2 -8
  17. __pycache__/helpers.cpython-310.pyc +0 -0
  18. helpers.py +167 -0
  19. helpers.py.1 +167 -0
  20. run.py +71 -0
  21. sample_data/README.md +19 -0
  22. sample_data/anscombe.json +49 -0
  23. sample_data/california_housing_test.csv +0 -0
  24. sample_data/california_housing_train.csv +0 -0
  25. sample_data/mnist_test.csv +3 -0
  26. sample_data/mnist_train_small.csv +3 -0
.config/.last_opt_in_prompt.yaml ADDED
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+ {}
.config/.last_survey_prompt.yaml ADDED
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+ last_prompt_time: 1692912294.5267997
.config/.last_update_check.json ADDED
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+ {"last_update_check_time": 1692912306.9595513, "last_update_check_revision": 20230822145232, "notifications": [], "last_nag_times": {}}
.config/active_config ADDED
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+ default
.config/config_sentinel ADDED
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.config/configurations/config_default ADDED
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+ [component_manager]
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+ disable_update_check = true
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+
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+ [compute]
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+ gce_metadata_read_timeout_sec = 0
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+
.config/default_configs.db ADDED
Binary file (12.3 kB). View file
 
.config/gce ADDED
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.config/logs/2023.08.24/21.23.44.598291.log ADDED
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+ 2023-08-24 21:23:59,068 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
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+ 2023-08-24 21:24:04,559 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
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+ 2023-08-24 21:24:04,564 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2023-08-24 21:24:04,829 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-nix-20220920185015.tar.gz HTTP/1.1" 200 1837
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+ 2023-08-24 21:24:04,830 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2023-08-24 21:24:04,841 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.9 ═╣
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+ 2023-08-24 21:24:04,850 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.9 ═╣
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+ 2023-08-24 21:24:04,854 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
300
+ 2023-08-24 21:24:05,128 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20230707144938.tar.gz HTTP/1.1" 200 66719069
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366
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368
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369
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370
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380
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389
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397
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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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434
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435
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436
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437
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438
+ 2023-08-24 21:24:17,136 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20220920185015.tar.gz HTTP/1.1" 200 1851
439
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440
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441
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442
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443
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444
+
445
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446
+
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448
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449
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450
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451
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452
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453
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454
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455
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456
+ 2023-08-24 21:24:17,160 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
457
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458
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459
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460
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461
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463
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464
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466
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+ 2023-08-24 21:24:17,484 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
469
+ 2023-08-24 21:24:17,758 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20230728162818.tar.gz HTTP/1.1" 200 1272375
470
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477
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479
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483
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500
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501
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502
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+
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505
+
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507
+
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509
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510
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513
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515
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517
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518
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519
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521
+
522
+ 2023-08-24 21:24:18,791 INFO ___FILE_ONLY___ ╠═ Installing: anthoscli ═╣
523
+
524
+ 2023-08-24 21:24:18,792 INFO ___FILE_ONLY___ ╚
525
+ 2023-08-24 21:24:18,796 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
526
+ 2023-08-24 21:24:19,966 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-anthoscli-linux-x86_64-20230811080439.tar.gz HTTP/1.1" 200 71743762
527
+ 2023-08-24 21:24:24,577 INFO ___FILE_ONLY___ ═
528
+ 2023-08-24 21:24:24,581 INFO ___FILE_ONLY___ ═
529
+ 2023-08-24 21:24:24,584 INFO ___FILE_ONLY___ ═
530
+ 2023-08-24 21:24:24,587 INFO ___FILE_ONLY___ ═
531
+ 2023-08-24 21:24:24,590 INFO ___FILE_ONLY___ ═
532
+ 2023-08-24 21:24:24,594 INFO ___FILE_ONLY___ ═
533
+ 2023-08-24 21:24:24,597 INFO ___FILE_ONLY___ ═
534
+ 2023-08-24 21:24:24,600 INFO ___FILE_ONLY___ ═
535
+ 2023-08-24 21:24:24,603 INFO ___FILE_ONLY___ ═
536
+ 2023-08-24 21:24:24,606 INFO ___FILE_ONLY___ ═
537
+ 2023-08-24 21:24:24,610 INFO ___FILE_ONLY___ ═
538
+ 2023-08-24 21:24:24,613 INFO ___FILE_ONLY___ ═
539
+ 2023-08-24 21:24:24,616 INFO ___FILE_ONLY___ ═
540
+ 2023-08-24 21:24:24,619 INFO ___FILE_ONLY___ ═
541
+ 2023-08-24 21:24:24,622 INFO ___FILE_ONLY___ ═
542
+ 2023-08-24 21:24:24,625 INFO ___FILE_ONLY___ ═
543
+ 2023-08-24 21:24:24,628 INFO ___FILE_ONLY___ ═
544
+ 2023-08-24 21:24:24,632 INFO ___FILE_ONLY___ ═
545
+ 2023-08-24 21:24:24,635 INFO ___FILE_ONLY___ ═
546
+ 2023-08-24 21:24:24,638 INFO ___FILE_ONLY___ ═
547
+ 2023-08-24 21:24:24,641 INFO ___FILE_ONLY___ ═
548
+ 2023-08-24 21:24:24,645 INFO ___FILE_ONLY___ ═
549
+ 2023-08-24 21:24:24,648 INFO ___FILE_ONLY___ ═
550
+ 2023-08-24 21:24:24,651 INFO ___FILE_ONLY___ ═
551
+ 2023-08-24 21:24:24,654 INFO ___FILE_ONLY___ ═
552
+ 2023-08-24 21:24:24,657 INFO ___FILE_ONLY___ ═
553
+ 2023-08-24 21:24:24,661 INFO ___FILE_ONLY___ ═
554
+ 2023-08-24 21:24:24,664 INFO ___FILE_ONLY___ ═
555
+ 2023-08-24 21:24:24,667 INFO ___FILE_ONLY___ ═
556
+ 2023-08-24 21:24:24,671 INFO ___FILE_ONLY___ ═
557
+ 2023-08-24 21:24:27,008 INFO ___FILE_ONLY___ ══════════
558
+ 2023-08-24 21:24:27,014 INFO ___FILE_ONLY___ ═════════
559
+ 2023-08-24 21:24:27,044 INFO ___FILE_ONLY___ ═══════════
560
+ 2023-08-24 21:24:27,044 INFO ___FILE_ONLY___ ╝
561
+
562
+ 2023-08-24 21:24:27,069 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
563
+
564
+ 2023-08-24 21:24:27,069 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies ═╣
565
+
566
+ 2023-08-24 21:24:27,069 INFO ___FILE_ONLY___ ╚
567
+ 2023-08-24 21:24:27,074 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
568
+ 2023-08-24 21:24:28,209 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
+ 2023-08-24 21:24:28,210 INFO ___FILE_ONLY___ ══════════════════════════════
570
+ 2023-08-24 21:24:28,211 INFO ___FILE_ONLY___ ══════════════════════════════
571
+ 2023-08-24 21:24:28,211 INFO ___FILE_ONLY___ ╝
572
+
573
+ 2023-08-24 21:24:28,221 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
574
+
575
+ 2023-08-24 21:24:28,221 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
576
+
577
+ 2023-08-24 21:24:28,221 INFO ___FILE_ONLY___ ╚
578
+ 2023-08-24 21:24:28,222 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
579
+ 2023-08-24 21:24:28,222 INFO ___FILE_ONLY___ ══════════════════════════════
580
+ 2023-08-24 21:24:28,222 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
581
+ 2023-08-24 21:24:28,222 INFO ___FILE_ONLY___ ══════════════════════════════
582
+ 2023-08-24 21:24:28,222 INFO ___FILE_ONLY___ ╝
583
+
584
+ 2023-08-24 21:24:28,226 DEBUG root Updating notification cache...
585
+ 2023-08-24 21:24:28,227 INFO ___FILE_ONLY___
586
+
587
+ 2023-08-24 21:24:28,229 INFO ___FILE_ONLY___ Performing post processing steps...
588
+ 2023-08-24 21:24:28,230 DEBUG root Executing command: ['python3', '-S', '/tools/google-cloud-sdk/lib/gcloud.py', 'components', 'post-process']
589
+ 2023-08-24 21:24:54,327 DEBUG ___FILE_ONLY___
590
+ 2023-08-24 21:24:54,327 DEBUG ___FILE_ONLY___
591
+ 2023-08-24 21:24:54,521 INFO ___FILE_ONLY___
592
+ Update done!
593
+
594
+
595
+ 2023-08-24 21:24:54,525 DEBUG root Chosen display Format:none
596
+ 2023-08-24 21:24:54,526 INFO root Display format: "none"
.config/logs/2023.08.24/21.24.28.892496.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2023-08-24 21:24:28,893 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-08-24 21:24:28,896 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2023-08-24 21:24:28,899 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2023-08-24 21:24:54,185 DEBUG root Chosen display Format:none
5
+ 2023-08-24 21:24:54,185 INFO root Display format: "none"
.config/logs/2023.08.24/21.24.55.354132.log ADDED
@@ -0,0 +1,169 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2023-08-24 21:24:55,355 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-08-24 21:24:55,358 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2023-08-24 21:24:55,361 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2023-08-24 21:24:55,362 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2023-08-24 21:24:55,368 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2023-08-24 21:24:56,546 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 209939
8
+ 2023-08-24 21:24:56,567 WARNING root Component [compute] no longer exists.
9
+ 2023-08-24 21:24:56,568 WARNING root Component [preview] no longer exists.
10
+ 2023-08-24 21:24:56,569 INFO ___FILE_ONLY___
11
+
12
+ 2023-08-24 21:24:56,570 INFO ___FILE_ONLY___
13
+ Your current Google Cloud CLI version is: 444.0.0
14
+
15
+ 2023-08-24 21:24:56,570 INFO ___FILE_ONLY___ Installing components from version: 444.0.0
16
+
17
+ 2023-08-24 21:24:56,570 INFO ___FILE_ONLY___
18
+
19
+ 2023-08-24 21:24:56,570 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
+ 2023-08-24 21:24:56,571 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
+ 2023-08-24 21:24:56,572 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
+ 2023-08-24 21:24:56,574 INFO ___FILE_ONLY___ ┌──────────────────────────────────────────────┐
23
+ 2023-08-24 21:24:56,574 INFO ___FILE_ONLY___
24
+
25
+ 2023-08-24 21:24:56,574 INFO ___FILE_ONLY___ │ These components will be installed. │
26
+ 2023-08-24 21:24:56,574 INFO ___FILE_ONLY___
27
+
28
+ 2023-08-24 21:24:56,575 INFO ___FILE_ONLY___ ├───────────────────────┬────────────┬─────────┤
29
+ 2023-08-24 21:24:56,575 INFO ___FILE_ONLY___
30
+
31
+ 2023-08-24 21:24:56,575 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
32
+ 2023-08-24 21:24:56,575 INFO ___FILE_ONLY___
33
+
34
+ 2023-08-24 21:24:56,575 INFO ___FILE_ONLY___ ├───────────────────────┼────────────┼─────────┤
35
+ 2023-08-24 21:24:56,575 INFO ___FILE_ONLY___
36
+
37
+ 2023-08-24 21:24:56,575 INFO ___FILE_ONLY___ │
38
+ 2023-08-24 21:24:56,575 INFO ___FILE_ONLY___ gcloud Alpha Commands
39
+ 2023-08-24 21:24:56,576 INFO ___FILE_ONLY___
40
+ 2023-08-24 21:24:56,576 INFO ___FILE_ONLY___ │
41
+ 2023-08-24 21:24:56,576 INFO ___FILE_ONLY___ 2023.08.22
42
+ 2023-08-24 21:24:56,576 INFO ___FILE_ONLY___
43
+ 2023-08-24 21:24:56,576 INFO ___FILE_ONLY___ │
44
+ 2023-08-24 21:24:56,576 INFO ___FILE_ONLY___ < 1 MiB
45
+ 2023-08-24 21:24:56,576 INFO ___FILE_ONLY___
46
+ 2023-08-24 21:24:56,576 INFO ___FILE_ONLY___ │
47
+ 2023-08-24 21:24:56,576 INFO ___FILE_ONLY___
48
+
49
+ 2023-08-24 21:24:56,576 INFO ___FILE_ONLY___ │
50
+ 2023-08-24 21:24:56,577 INFO ___FILE_ONLY___ gcloud Beta Commands
51
+ 2023-08-24 21:24:56,577 INFO ___FILE_ONLY___
52
+ 2023-08-24 21:24:56,577 INFO ___FILE_ONLY___ │
53
+ 2023-08-24 21:24:56,577 INFO ___FILE_ONLY___ 2023.08.22
54
+ 2023-08-24 21:24:56,577 INFO ___FILE_ONLY___
55
+ 2023-08-24 21:24:56,577 INFO ___FILE_ONLY___ │
56
+ 2023-08-24 21:24:56,577 INFO ___FILE_ONLY___ < 1 MiB
57
+ 2023-08-24 21:24:56,577 INFO ___FILE_ONLY___
58
+ 2023-08-24 21:24:56,577 INFO ___FILE_ONLY___ │
59
+ 2023-08-24 21:24:56,578 INFO ___FILE_ONLY___
60
+
61
+ 2023-08-24 21:24:56,578 INFO ___FILE_ONLY___ └───────────────────────┴────────────┴─────────┘
62
+ 2023-08-24 21:24:56,578 INFO ___FILE_ONLY___
63
+
64
+ 2023-08-24 21:24:56,578 INFO ___FILE_ONLY___
65
+
66
+ 2023-08-24 21:24:56,582 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
67
+ 2023-08-24 21:24:56,844 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1063702
68
+ 2023-08-24 21:24:57,785 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
69
+ https://cloud.google.com/sdk/release_notes
70
+
71
+
72
+ 2023-08-24 21:24:57,788 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
73
+
74
+ 2023-08-24 21:24:57,788 INFO ___FILE_ONLY___ ╠═ Creating update staging area ═╣
75
+
76
+ 2023-08-24 21:24:57,788 INFO ___FILE_ONLY___ ╚
77
+ 2023-08-24 21:24:57,788 INFO ___FILE_ONLY___ ══════
78
+ 2023-08-24 21:24:58,504 INFO ___FILE_ONLY___ ══════
79
+ 2023-08-24 21:24:58,504 INFO ___FILE_ONLY___ ══════
80
+ 2023-08-24 21:24:58,831 INFO ___FILE_ONLY___ ═
81
+ 2023-08-24 21:24:58,894 INFO ___FILE_ONLY___ ═
82
+ 2023-08-24 21:24:58,970 INFO ___FILE_ONLY___ ═
83
+ 2023-08-24 21:24:59,027 INFO ___FILE_ONLY___ ═
84
+ 2023-08-24 21:24:59,084 INFO ___FILE_ONLY___ ═
85
+ 2023-08-24 21:24:59,137 INFO ___FILE_ONLY___ ═
86
+ 2023-08-24 21:24:59,209 INFO ___FILE_ONLY___ ═
87
+ 2023-08-24 21:24:59,285 INFO ___FILE_ONLY___ ═
88
+ 2023-08-24 21:24:59,354 INFO ___FILE_ONLY___ ═
89
+ 2023-08-24 21:24:59,410 INFO ___FILE_ONLY___ ═
90
+ 2023-08-24 21:24:59,472 INFO ___FILE_ONLY___ ═
91
+ 2023-08-24 21:24:59,533 INFO ___FILE_ONLY___ ═
92
+ 2023-08-24 21:24:59,599 INFO ___FILE_ONLY___ ═
93
+ 2023-08-24 21:24:59,658 INFO ___FILE_ONLY___ ═
94
+ 2023-08-24 21:24:59,744 INFO ___FILE_ONLY___ ═
95
+ 2023-08-24 21:24:59,805 INFO ___FILE_ONLY___ ═
96
+ 2023-08-24 21:24:59,867 INFO ___FILE_ONLY___ ═
97
+ 2023-08-24 21:24:59,926 INFO ___FILE_ONLY___ ═
98
+ 2023-08-24 21:24:59,984 INFO ___FILE_ONLY___ ═
99
+ 2023-08-24 21:25:00,079 INFO ___FILE_ONLY___ ═
100
+ 2023-08-24 21:25:00,148 INFO ___FILE_ONLY___ ═
101
+ 2023-08-24 21:25:00,302 INFO ___FILE_ONLY___ ═
102
+ 2023-08-24 21:25:00,369 INFO ___FILE_ONLY___ ═
103
+ 2023-08-24 21:25:00,436 INFO ___FILE_ONLY___ ═
104
+ 2023-08-24 21:25:00,498 INFO ___FILE_ONLY___ ═
105
+ 2023-08-24 21:25:00,854 INFO ___FILE_ONLY___ ═
106
+ 2023-08-24 21:25:01,092 INFO ___FILE_ONLY___ ═
107
+ 2023-08-24 21:25:01,188 INFO ___FILE_ONLY___ ═
108
+ 2023-08-24 21:25:01,237 INFO ___FILE_ONLY___ ═
109
+ 2023-08-24 21:25:01,282 INFO ___FILE_ONLY___ ═
110
+ 2023-08-24 21:25:01,318 INFO ___FILE_ONLY___ ═
111
+ 2023-08-24 21:25:01,354 INFO ___FILE_ONLY___ ═
112
+ 2023-08-24 21:25:01,405 INFO ___FILE_ONLY___ ═
113
+ 2023-08-24 21:25:01,507 INFO ___FILE_ONLY___ ═
114
+ 2023-08-24 21:25:01,587 INFO ___FILE_ONLY___ ═
115
+ 2023-08-24 21:25:01,683 INFO ___FILE_ONLY___ ═
116
+ 2023-08-24 21:25:01,777 INFO ___FILE_ONLY___ ═
117
+ 2023-08-24 21:25:01,853 INFO ___FILE_ONLY___ ═
118
+ 2023-08-24 21:25:01,920 INFO ___FILE_ONLY___ ═
119
+ 2023-08-24 21:25:01,981 INFO ___FILE_ONLY___ ═
120
+ 2023-08-24 21:25:02,050 INFO ___FILE_ONLY___ ═
121
+ 2023-08-24 21:25:02,112 INFO ___FILE_ONLY___ ═
122
+ 2023-08-24 21:25:02,112 INFO ___FILE_ONLY___ ╝
123
+
124
+ 2023-08-24 21:25:05,494 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
125
+
126
+ 2023-08-24 21:25:05,494 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
127
+
128
+ 2023-08-24 21:25:05,494 INFO ___FILE_ONLY___ ╚
129
+ 2023-08-24 21:25:05,499 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
130
+ 2023-08-24 21:25:05,764 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20230822145232.tar.gz HTTP/1.1" 200 800
131
+ 2023-08-24 21:25:05,765 INFO ___FILE_ONLY___ ══════════════════════════════
132
+ 2023-08-24 21:25:05,766 INFO ___FILE_ONLY___ ══════════════════════════════
133
+ 2023-08-24 21:25:05,766 INFO ___FILE_ONLY___ ╝
134
+
135
+ 2023-08-24 21:25:05,778 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
136
+
137
+ 2023-08-24 21:25:05,778 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
138
+
139
+ 2023-08-24 21:25:05,778 INFO ___FILE_ONLY___ ╚
140
+ 2023-08-24 21:25:05,782 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
141
+ 2023-08-24 21:25:06,941 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20230822145232.tar.gz HTTP/1.1" 200 797
142
+ 2023-08-24 21:25:06,942 INFO ___FILE_ONLY___ ══════════════════════════════
143
+ 2023-08-24 21:25:06,943 INFO ___FILE_ONLY___ ══════════════════════════════
144
+ 2023-08-24 21:25:06,943 INFO ___FILE_ONLY___ ╝
145
+
146
+ 2023-08-24 21:25:06,953 INFO ___FILE_ONLY___ ��════════════════════════════════════════════════════════════╗
147
+
148
+ 2023-08-24 21:25:06,953 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
149
+
150
+ 2023-08-24 21:25:06,953 INFO ___FILE_ONLY___ ╚
151
+ 2023-08-24 21:25:06,954 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
152
+ 2023-08-24 21:25:06,954 INFO ___FILE_ONLY___ ══════════════════════════════
153
+ 2023-08-24 21:25:06,954 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
154
+ 2023-08-24 21:25:06,954 INFO ___FILE_ONLY___ ══════════════════════════════
155
+ 2023-08-24 21:25:06,954 INFO ___FILE_ONLY___ ╝
156
+
157
+ 2023-08-24 21:25:06,959 DEBUG root Updating notification cache...
158
+ 2023-08-24 21:25:06,959 INFO ___FILE_ONLY___
159
+
160
+ 2023-08-24 21:25:06,962 INFO ___FILE_ONLY___ Performing post processing steps...
161
+ 2023-08-24 21:25:06,962 DEBUG root Executing command: ['python3', '-S', '/tools/google-cloud-sdk/lib/gcloud.py', 'components', 'post-process']
162
+ 2023-08-24 21:25:33,936 DEBUG ___FILE_ONLY___
163
+ 2023-08-24 21:25:33,936 DEBUG ___FILE_ONLY___
164
+ 2023-08-24 21:25:34,002 INFO ___FILE_ONLY___
165
+ Update done!
166
+
167
+
168
+ 2023-08-24 21:25:34,006 DEBUG root Chosen display Format:none
169
+ 2023-08-24 21:25:34,007 INFO root Display format: "none"
.config/logs/2023.08.24/21.25.07.624486.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2023-08-24 21:25:07,625 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-08-24 21:25:07,627 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2023-08-24 21:25:07,630 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2023-08-24 21:25:33,780 DEBUG root Chosen display Format:none
5
+ 2023-08-24 21:25:33,780 INFO root Display format: "none"
.config/logs/2023.08.24/21.25.34.842300.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2023-08-24 21:25:34,844 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2023-08-24 21:25:34,877 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2023-08-24 21:25:34,880 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2023-08-24 21:25:34,881 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2023-08-24 21:25:34,882 DEBUG root Chosen display Format:default
7
+ 2023-08-24 21:25:34,883 INFO root Display format: "default"
8
+ 2023-08-24 21:25:34,883 DEBUG root SDK update checks are disabled.
.config/logs/2023.08.24/21.25.35.723493.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2023-08-24 21:25:35,725 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2023-08-24 21:25:35,757 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2023-08-24 21:25:35,760 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2023-08-24 21:25:35,761 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2023-08-24 21:25:35,762 DEBUG root Chosen display Format:default
7
+ 2023-08-24 21:25:35,763 INFO root Display format: "default"
8
+ 2023-08-24 21:25:35,764 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
README.md CHANGED
@@ -1,12 +1,6 @@
1
  ---
2
- title: Dash
3
- emoji: 🏢
4
- colorFrom: indigo
5
- colorTo: red
6
  sdk: gradio
7
  sdk_version: 3.41.2
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: dash
3
+ app_file: run.py
 
 
4
  sdk: gradio
5
  sdk_version: 3.41.2
 
 
6
  ---
 
 
__pycache__/helpers.cpython-310.pyc ADDED
Binary file (4.78 kB). View file
 
helpers.py ADDED
@@ -0,0 +1,167 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import collections
2
+ from datetime import datetime
3
+
4
+ from datasets import DatasetDict, load_dataset
5
+ import numpy as np
6
+
7
+ datasets = {
8
+ "stars": load_dataset("open-source-metrics/stars").sort('dates'),
9
+ "issues": load_dataset("open-source-metrics/issues").sort('dates'),
10
+ "pip": load_dataset("open-source-metrics/pip").sort('day')
11
+ }
12
+
13
+ val = 0
14
+
15
+
16
+ def _range(e):
17
+ global val
18
+ e['range'] = val
19
+ val += 1
20
+
21
+ current_date = datetime.strptime(e['dates'], "%Y-%m-%dT%H:%M:%SZ")
22
+ first_date = datetime.fromtimestamp(1)
23
+ week = abs(current_date - first_date).days // 7
24
+ e['week'] = week
25
+
26
+ return e
27
+
28
+
29
+ def _ignore_org_members(e):
30
+ global val
31
+ e['range_non_org'] = val
32
+
33
+ if e['type']['authorAssociation'] != 'MEMBER':
34
+ val += 1
35
+
36
+ return e
37
+
38
+ stars = {}
39
+ for k, v in datasets['stars'].items():
40
+ stars[k] = v.map(_range)
41
+ val = 0
42
+
43
+ issues = {}
44
+ for k, v in datasets['issues'].items():
45
+ issues[k] = v.map(_range)
46
+ val = 0
47
+ issues[k] = issues[k].map(_ignore_org_members)
48
+ val = 0
49
+
50
+ datasets['stars'] = DatasetDict(**stars)
51
+ datasets['issues'] = DatasetDict(**issues)
52
+
53
+
54
+ def link_values(library_names, returned_values):
55
+ previous_values = {library_name: None for library_name in library_names}
56
+ for library_name in library_names:
57
+ for i in returned_values.keys():
58
+ if library_name not in returned_values[i]:
59
+ returned_values[i][library_name] = previous_values[library_name]
60
+ else:
61
+ previous_values[library_name] = returned_values[i][library_name]
62
+
63
+ return returned_values
64
+
65
+
66
+ def running_mean(x, N, total_length=-1):
67
+ cumsum = np.cumsum(np.insert(x, 0, 0))
68
+ to_pad = max(total_length - len(cumsum), 0)
69
+ return np.pad(cumsum[N:] - cumsum[:-N], (to_pad, 0)) / float(N)
70
+
71
+
72
+ def retrieve_pip_installs(library_names, cumulated):
73
+
74
+ if cumulated:
75
+ returned_values = {}
76
+ for library_name in library_names:
77
+ for i in datasets['pip'][library_name]:
78
+ if i['day'] in returned_values:
79
+ returned_values[i['day']]['Cumulated'] += i['num_downloads']
80
+ else:
81
+ returned_values[i['day']] = {'Cumulated': i['num_downloads']}
82
+
83
+ library_names = ['Cumulated']
84
+
85
+ else:
86
+ returned_values = {}
87
+ for library_name in library_names:
88
+ for i in datasets['pip'][library_name]:
89
+ if i['day'] in returned_values:
90
+ returned_values[i['day']][library_name] = i['num_downloads']
91
+ else:
92
+ returned_values[i['day']] = {library_name: i['num_downloads']}
93
+
94
+ for library_name in library_names:
95
+ for i in returned_values.keys():
96
+ if library_name not in returned_values[i]:
97
+ returned_values[i][library_name] = None
98
+
99
+ returned_values = collections.OrderedDict(sorted(returned_values.items()))
100
+ output = {l: [k[l] for k in returned_values.values()] for l in library_names}
101
+ output['day'] = list(returned_values.keys())
102
+ return output
103
+
104
+
105
+ def retrieve_stars(libraries, week_over_week):
106
+ returned_values = {}
107
+ dataset_dict = datasets['stars']
108
+
109
+ for library_name in libraries:
110
+ dataset = dataset_dict[library_name]
111
+
112
+ last_value = 0
113
+ last_week = dataset[0]['week']
114
+ for i in dataset:
115
+ if week_over_week and last_week == i['week']:
116
+ continue
117
+ if i['dates'] in returned_values:
118
+ returned_values[i['dates']][library_name] = i['range'] - last_value
119
+ else:
120
+ returned_values[i['dates']] = {library_name: i['range'] - last_value}
121
+
122
+ last_value = i['range'] if week_over_week else 0
123
+ last_week = i['week']
124
+
125
+ returned_values = collections.OrderedDict(sorted(returned_values.items()))
126
+ returned_values = link_values(libraries, returned_values)
127
+ output = {l: [k[l] for k in returned_values.values()][::-1] for l in libraries}
128
+ output['day'] = list(returned_values.keys())[::-1]
129
+
130
+ # Trim down to a smaller number of points.
131
+ output = {k: [v for i, v in enumerate(value) if i % int(len(value) / 100) == 0] for k, value in output.items()}
132
+ return output
133
+
134
+
135
+ def retrieve_issues(libraries, exclude_org_members, week_over_week):
136
+
137
+ returned_values = {}
138
+ dataset_dict = datasets['issues']
139
+ range_id = 'range' if not exclude_org_members else 'range_non_org'
140
+
141
+ for library_name in libraries:
142
+ dataset = dataset_dict[library_name]
143
+
144
+ last_value = 0
145
+ last_week = dataset[0]['week']
146
+ for i in dataset:
147
+ if week_over_week and last_week == i['week']:
148
+ continue
149
+
150
+ if i['dates'] in returned_values:
151
+ returned_values[i['dates']][library_name] = i[range_id] - last_value
152
+ else:
153
+ returned_values[i['dates']] = {library_name: i[range_id] - last_value}
154
+
155
+ last_value = i[range_id] if week_over_week else 0
156
+ last_week = i['week']
157
+
158
+ returned_values = collections.OrderedDict(sorted(returned_values.items()))
159
+ returned_values = link_values(libraries, returned_values)
160
+ output = {l: [k[l] for k in returned_values.values()][::-1] for l in libraries}
161
+ output['day'] = list(returned_values.keys())[::-1]
162
+
163
+ # Trim down to a smaller number of points.
164
+ output = {
165
+ k: [v for i, v in enumerate(value) if i % int(len(value) / 100) == 0] for k, value in output.items()
166
+ }
167
+ return output
helpers.py.1 ADDED
@@ -0,0 +1,167 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import collections
2
+ from datetime import datetime
3
+
4
+ from datasets import DatasetDict, load_dataset
5
+ import numpy as np
6
+
7
+ datasets = {
8
+ "stars": load_dataset("open-source-metrics/stars").sort('dates'),
9
+ "issues": load_dataset("open-source-metrics/issues").sort('dates'),
10
+ "pip": load_dataset("open-source-metrics/pip").sort('day')
11
+ }
12
+
13
+ val = 0
14
+
15
+
16
+ def _range(e):
17
+ global val
18
+ e['range'] = val
19
+ val += 1
20
+
21
+ current_date = datetime.strptime(e['dates'], "%Y-%m-%dT%H:%M:%SZ")
22
+ first_date = datetime.fromtimestamp(1)
23
+ week = abs(current_date - first_date).days // 7
24
+ e['week'] = week
25
+
26
+ return e
27
+
28
+
29
+ def _ignore_org_members(e):
30
+ global val
31
+ e['range_non_org'] = val
32
+
33
+ if e['type']['authorAssociation'] != 'MEMBER':
34
+ val += 1
35
+
36
+ return e
37
+
38
+ stars = {}
39
+ for k, v in datasets['stars'].items():
40
+ stars[k] = v.map(_range)
41
+ val = 0
42
+
43
+ issues = {}
44
+ for k, v in datasets['issues'].items():
45
+ issues[k] = v.map(_range)
46
+ val = 0
47
+ issues[k] = issues[k].map(_ignore_org_members)
48
+ val = 0
49
+
50
+ datasets['stars'] = DatasetDict(**stars)
51
+ datasets['issues'] = DatasetDict(**issues)
52
+
53
+
54
+ def link_values(library_names, returned_values):
55
+ previous_values = {library_name: None for library_name in library_names}
56
+ for library_name in library_names:
57
+ for i in returned_values.keys():
58
+ if library_name not in returned_values[i]:
59
+ returned_values[i][library_name] = previous_values[library_name]
60
+ else:
61
+ previous_values[library_name] = returned_values[i][library_name]
62
+
63
+ return returned_values
64
+
65
+
66
+ def running_mean(x, N, total_length=-1):
67
+ cumsum = np.cumsum(np.insert(x, 0, 0))
68
+ to_pad = max(total_length - len(cumsum), 0)
69
+ return np.pad(cumsum[N:] - cumsum[:-N], (to_pad, 0)) / float(N)
70
+
71
+
72
+ def retrieve_pip_installs(library_names, cumulated):
73
+
74
+ if cumulated:
75
+ returned_values = {}
76
+ for library_name in library_names:
77
+ for i in datasets['pip'][library_name]:
78
+ if i['day'] in returned_values:
79
+ returned_values[i['day']]['Cumulated'] += i['num_downloads']
80
+ else:
81
+ returned_values[i['day']] = {'Cumulated': i['num_downloads']}
82
+
83
+ library_names = ['Cumulated']
84
+
85
+ else:
86
+ returned_values = {}
87
+ for library_name in library_names:
88
+ for i in datasets['pip'][library_name]:
89
+ if i['day'] in returned_values:
90
+ returned_values[i['day']][library_name] = i['num_downloads']
91
+ else:
92
+ returned_values[i['day']] = {library_name: i['num_downloads']}
93
+
94
+ for library_name in library_names:
95
+ for i in returned_values.keys():
96
+ if library_name not in returned_values[i]:
97
+ returned_values[i][library_name] = None
98
+
99
+ returned_values = collections.OrderedDict(sorted(returned_values.items()))
100
+ output = {l: [k[l] for k in returned_values.values()] for l in library_names}
101
+ output['day'] = list(returned_values.keys())
102
+ return output
103
+
104
+
105
+ def retrieve_stars(libraries, week_over_week):
106
+ returned_values = {}
107
+ dataset_dict = datasets['stars']
108
+
109
+ for library_name in libraries:
110
+ dataset = dataset_dict[library_name]
111
+
112
+ last_value = 0
113
+ last_week = dataset[0]['week']
114
+ for i in dataset:
115
+ if week_over_week and last_week == i['week']:
116
+ continue
117
+ if i['dates'] in returned_values:
118
+ returned_values[i['dates']][library_name] = i['range'] - last_value
119
+ else:
120
+ returned_values[i['dates']] = {library_name: i['range'] - last_value}
121
+
122
+ last_value = i['range'] if week_over_week else 0
123
+ last_week = i['week']
124
+
125
+ returned_values = collections.OrderedDict(sorted(returned_values.items()))
126
+ returned_values = link_values(libraries, returned_values)
127
+ output = {l: [k[l] for k in returned_values.values()][::-1] for l in libraries}
128
+ output['day'] = list(returned_values.keys())[::-1]
129
+
130
+ # Trim down to a smaller number of points.
131
+ output = {k: [v for i, v in enumerate(value) if i % int(len(value) / 100) == 0] for k, value in output.items()}
132
+ return output
133
+
134
+
135
+ def retrieve_issues(libraries, exclude_org_members, week_over_week):
136
+
137
+ returned_values = {}
138
+ dataset_dict = datasets['issues']
139
+ range_id = 'range' if not exclude_org_members else 'range_non_org'
140
+
141
+ for library_name in libraries:
142
+ dataset = dataset_dict[library_name]
143
+
144
+ last_value = 0
145
+ last_week = dataset[0]['week']
146
+ for i in dataset:
147
+ if week_over_week and last_week == i['week']:
148
+ continue
149
+
150
+ if i['dates'] in returned_values:
151
+ returned_values[i['dates']][library_name] = i[range_id] - last_value
152
+ else:
153
+ returned_values[i['dates']] = {library_name: i[range_id] - last_value}
154
+
155
+ last_value = i[range_id] if week_over_week else 0
156
+ last_week = i['week']
157
+
158
+ returned_values = collections.OrderedDict(sorted(returned_values.items()))
159
+ returned_values = link_values(libraries, returned_values)
160
+ output = {l: [k[l] for k in returned_values.values()][::-1] for l in libraries}
161
+ output['day'] = list(returned_values.keys())[::-1]
162
+
163
+ # Trim down to a smaller number of points.
164
+ output = {
165
+ k: [v for i, v in enumerate(value) if i % int(len(value) / 100) == 0] for k, value in output.items()
166
+ }
167
+ return output
run.py ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ import pandas as pd
3
+ import plotly.express as px
4
+ from helpers import *
5
+
6
+
7
+ LIBRARIES = ["accelerate", "datasets", "diffusers", "evaluate", "gradio", "hub_docs",
8
+ "huggingface_hub", "optimum", "pytorch_image_models", "tokenizers", "transformers"]
9
+
10
+
11
+ def create_pip_plot(libraries, pip_choices):
12
+ if "Pip" not in pip_choices:
13
+ return gr.update(visible=False)
14
+ output = retrieve_pip_installs(libraries, "Cumulated" in pip_choices)
15
+ df = pd.DataFrame(output).melt(id_vars="day")
16
+ plot = px.line(df, x="day", y="value", color="variable",
17
+ title="Pip installs")
18
+ plot.update_layout(legend=dict(x=0.5, y=0.99), title_x=0.5, legend_title_text="")
19
+ return gr.update(value=plot, visible=True)
20
+
21
+
22
+ def create_star_plot(libraries, star_choices):
23
+ if "Stars" not in star_choices:
24
+ return gr.update(visible=False)
25
+ output = retrieve_stars(libraries, "Week over Week" in star_choices)
26
+ df = pd.DataFrame(output).melt(id_vars="day")
27
+ plot = px.line(df, x="day", y="value", color="variable",
28
+ title="Number of stargazers")
29
+ plot.update_layout(legend=dict(x=0.5, y=0.99), title_x=0.5, legend_title_text="")
30
+ return gr.update(value=plot, visible=True)
31
+
32
+
33
+ def create_issue_plot(libraries, issue_choices):
34
+ if "Issue" not in issue_choices:
35
+ return gr.update(visible=False)
36
+ output = retrieve_issues(libraries,
37
+ exclude_org_members="Exclude org members" in issue_choices,
38
+ week_over_week="Week over Week" in issue_choices)
39
+ df = pd.DataFrame(output).melt(id_vars="day")
40
+ plot = px.line(df, x="day", y="value", color="variable",
41
+ title="Cumulated number of issues, PRs, and comments",
42
+ )
43
+ plot.update_layout(legend=dict(x=0.5, y=0.99), title_x=0.5, legend_title_text="")
44
+ return gr.update(value=plot, visible=True)
45
+
46
+
47
+ with gr.Blocks() as demo:
48
+ with gr.Row():
49
+ with gr.Column():
50
+ gr.Markdown("## Select libraries to display")
51
+ libraries = gr.CheckboxGroup(choices=LIBRARIES, label="")
52
+ with gr.Column():
53
+ gr.Markdown("## Select graphs to display")
54
+ pip = gr.CheckboxGroup(choices=["Pip", "Cumulated"], label="")
55
+ stars = gr.CheckboxGroup(choices=["Stars", "Week over Week"], label="")
56
+ issues = gr.CheckboxGroup(choices=["Issue", "Exclude org members", "week over week"], label="")
57
+ with gr.Row():
58
+ fetch = gr.Button(value="Fetch")
59
+ with gr.Row():
60
+ with gr.Column():
61
+ pip_plot = gr.Plot(visible=False)
62
+ star_plot = gr.Plot(visible=False)
63
+ issue_plot = gr.Plot(visible=False)
64
+
65
+ fetch.click(create_pip_plot, inputs=[libraries, pip], outputs=pip_plot)
66
+ fetch.click(create_star_plot, inputs=[libraries, stars], outputs=star_plot)
67
+ fetch.click(create_issue_plot, inputs=[libraries, issues], outputs=issue_plot)
68
+
69
+
70
+ if __name__ == "__main__":
71
+ 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://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
@@ -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
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