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  1. .config/.last_survey_prompt.yaml +1 -1
  2. .config/.last_update_check.json +1 -1
  3. .config/logs/2024.12.18/14.22.07.491216.log +764 -0
  4. .config/logs/2024.12.18/14.22.28.075482.log +5 -0
  5. .config/logs/2024.12.18/14.22.37.460291.log +152 -0
  6. .config/logs/2024.12.18/14.22.38.725456.log +5 -0
  7. .config/logs/2024.12.18/14.22.48.328852.log +8 -0
  8. .config/logs/2024.12.18/14.22.48.881268.log +8 -0
  9. .github/workflows/update_space.yml +28 -0
  10. app.py +54 -8
.config/.last_survey_prompt.yaml CHANGED
@@ -1 +1 @@
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- last_prompt_time: 1734393126.6469324
 
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+ last_prompt_time: 1734531756.9700356
.config/.last_update_check.json CHANGED
@@ -1 +1 @@
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- {"last_update_check_time": 1734393127.968181, "last_update_check_revision": 20241206142025, "notifications": [], "last_nag_times": {}}
 
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+ {"last_update_check_time": 1734531758.3192492, "last_update_check_revision": 20241213184646, "notifications": [], "last_nag_times": {}}
.config/logs/2024.12.18/14.22.07.491216.log ADDED
@@ -0,0 +1,764 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ 2024-12-18 14:22:19,515 DEBUG root Loaded Command Group: ['gcloud', 'components']
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+ 2024-12-18 14:22:19,519 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
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+ 2024-12-18 14:22:19,521 DEBUG root Running [gcloud.components.update] with arguments: [--compile-python: "True", --quiet: "True", COMPONENT-IDS:6: "['core', 'gcloud-deps', 'bq', 'gcloud', 'gcloud-crc32c', 'gsutil']"]
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+ 2024-12-18 14:22:19,522 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
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+ 2024-12-18 14:22:19,917 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
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386
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389
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391
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401
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478
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480
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481
+ 2024-12-18 14:22:21,526 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-deps-linux-x86_64-20210416153011.tar.gz HTTP/1.1" 200 104
482
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+
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488
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510
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511
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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
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551
+
552
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553
+
554
+ 2024-12-18 14:22:21,781 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
555
+
556
+ 2024-12-18 14:22:21,781 INFO ___FILE_ONLY___ ╚
557
+ 2024-12-18 14:22:21,782 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
558
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559
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560
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561
+
562
+ 2024-12-18 14:22:21,787 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
563
+
564
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565
+ 2024-12-18 14:22:21,790 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
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567
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568
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569
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570
+ 2024-12-18 14:22:21,792 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 (Platform Specific) ═╣
571
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572
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573
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610
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618
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620
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622
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625
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626
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628
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630
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632
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633
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635
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636
+
637
+ 2024-12-18 14:22:26,298 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
638
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639
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640
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692
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693
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694
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695
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696
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697
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698
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699
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700
+ 2024-12-18 14:22:27,560 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2024-12-18 14:22:27,604 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2024-12-18 14:22:27,604 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2024-12-18 14:22:27,604 INFO ___FILE_ONLY___ ╚
707
+ 2024-12-18 14:22:27,604 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2024-12-18 14:22:27,605 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2024-12-18 14:22:27,610 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2024-12-18 14:22:27,610 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2024-12-18 14:22:27,610 INFO ___FILE_ONLY___ ╚
715
+ 2024-12-18 14:22:27,613 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2024-12-18 14:22:27,613 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2024-12-18 14:22:27,615 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2024-12-18 14:22:27,615 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2024-12-18 14:22:27,615 INFO ___FILE_ONLY___ ╚
723
+ 2024-12-18 14:22:27,616 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2024-12-18 14:22:27,616 INFO ___FILE_ONLY___ ══════════════════════════════
725
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726
+
727
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728
+
729
+ 2024-12-18 14:22:27,621 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
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732
+ 2024-12-18 14:22:27,624 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
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734
+
735
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736
+
737
+ 2024-12-18 14:22:27,626 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
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740
+ 2024-12-18 14:22:27,660 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2024-12-18 14:22:27,660 INFO ___FILE_ONLY___ ══════════════════════════════
742
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+
744
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745
+
746
+ 2024-12-18 14:22:27,666 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2024-12-18 14:22:27,666 INFO ___FILE_ONLY___ ╚
749
+ 2024-12-18 14:22:27,666 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2024-12-18 14:22:27,666 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2024-12-18 14:22:27,672 DEBUG root Updating notification cache...
753
+ 2024-12-18 14:22:27,672 INFO ___FILE_ONLY___
754
+
755
+ 2024-12-18 14:22:27,674 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2024-12-18 14:22:27,675 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2024-12-18 14:22:36,930 DEBUG ___FILE_ONLY___
758
+ 2024-12-18 14:22:36,930 DEBUG ___FILE_ONLY___
759
+ 2024-12-18 14:22:36,965 INFO ___FILE_ONLY___
760
+ Update done!
761
+
762
+
763
+ 2024-12-18 14:22:36,968 DEBUG root Chosen display Format:none
764
+ 2024-12-18 14:22:36,969 INFO root Display format: "none"
.config/logs/2024.12.18/14.22.28.075482.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-12-18 14:22:28,076 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-12-18 14:22:28,078 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-12-18 14:22:28,080 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-12-18 14:22:36,840 DEBUG root Chosen display Format:none
5
+ 2024-12-18 14:22:36,841 INFO root Display format: "none"
.config/logs/2024.12.18/14.22.37.460291.log ADDED
@@ -0,0 +1,152 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-12-18 14:22:37,461 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-12-18 14:22:37,462 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2024-12-18 14:22:37,464 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2024-12-18 14:22:37,465 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2024-12-18 14:22:37,473 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2024-12-18 14:22:37,602 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 227824
8
+ 2024-12-18 14:22:37,617 WARNING root Component [compute] no longer exists.
9
+ 2024-12-18 14:22:37,618 INFO ___FILE_ONLY___
10
+
11
+ 2024-12-18 14:22:37,618 INFO ___FILE_ONLY___
12
+ Your current Google Cloud CLI version is: 504.0.0
13
+
14
+ 2024-12-18 14:22:37,618 INFO ___FILE_ONLY___ Installing components from version: 504.0.0
15
+
16
+ 2024-12-18 14:22:37,618 INFO ___FILE_ONLY___
17
+
18
+ 2024-12-18 14:22:37,618 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
+ 2024-12-18 14:22:37,619 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
+ 2024-12-18 14:22:37,620 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
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___ ┌────────────────────────────────────────────────┐
22
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___
23
+
24
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___ │ These components will be installed. │
25
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___
26
+
27
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___ ├─────────────────────────┬────────────┬─────────┤
28
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___
29
+
30
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
31
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___
32
+
33
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___ ├─────────────────────────┼────────────┼─────────┤
34
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___
35
+
36
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___ │
37
+ 2024-12-18 14:22:37,634 INFO ___FILE_ONLY___ gcloud Alpha Commands
38
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___
39
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ │
40
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ 2024.12.13
41
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___
42
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ │
43
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ < 1 MiB
44
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___
45
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ │
46
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___
47
+
48
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ │
49
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ gcloud Beta Commands
50
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___
51
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ │
52
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ 2024.12.13
53
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___
54
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ │
55
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ < 1 MiB
56
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___
57
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___ │
58
+ 2024-12-18 14:22:37,635 INFO ___FILE_ONLY___
59
+
60
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___ │
61
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___ gcloud Preview Commands
62
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___
63
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___ │
64
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___
65
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___
66
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___ │
67
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___ < 1 MiB
68
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___
69
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___ │
70
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___
71
+
72
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___ └─────────────────────────┴──��─────────┴─────────┘
73
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___
74
+
75
+ 2024-12-18 14:22:37,636 INFO ___FILE_ONLY___
76
+
77
+ 2024-12-18 14:22:37,639 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
78
+ 2024-12-18 14:22:37,763 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1330711
79
+ 2024-12-18 14:22:37,797 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
80
+ https://cloud.google.com/sdk/release_notes
81
+
82
+
83
+ 2024-12-18 14:22:37,798 INFO ___FILE_ONLY___ Performing in place update...
84
+
85
+
86
+ 2024-12-18 14:22:37,800 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
87
+
88
+ 2024-12-18 14:22:37,800 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Alpha Commands ═╣
89
+
90
+ 2024-12-18 14:22:37,800 INFO ___FILE_ONLY___ ╚
91
+ 2024-12-18 14:22:37,803 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
92
+ 2024-12-18 14:22:37,960 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20241213184646.tar.gz HTTP/1.1" 200 800
93
+ 2024-12-18 14:22:37,961 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
94
+ 2024-12-18 14:22:37,961 INFO ___FILE_ONLY___ ╝
95
+
96
+ 2024-12-18 14:22:37,963 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
97
+
98
+ 2024-12-18 14:22:37,963 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Beta Commands ═╣
99
+
100
+ 2024-12-18 14:22:37,963 INFO ___FILE_ONLY___ ╚
101
+ 2024-12-18 14:22:37,966 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
102
+ 2024-12-18 14:22:38,122 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20241213184646.tar.gz HTTP/1.1" 200 797
103
+ 2024-12-18 14:22:38,123 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
104
+ 2024-12-18 14:22:38,123 INFO ___FILE_ONLY___ ╝
105
+
106
+ 2024-12-18 14:22:38,125 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
107
+
108
+ 2024-12-18 14:22:38,125 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Preview Commands ═╣
109
+
110
+ 2024-12-18 14:22:38,125 INFO ___FILE_ONLY___ ╚
111
+ 2024-12-18 14:22:38,128 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
112
+ 2024-12-18 14:22:38,292 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-preview-20241115154308.tar.gz HTTP/1.1" 200 823
113
+ 2024-12-18 14:22:38,292 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
114
+ 2024-12-18 14:22:38,292 INFO ___FILE_ONLY___ ╝
115
+
116
+ 2024-12-18 14:22:38,294 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
117
+
118
+ 2024-12-18 14:22:38,295 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
119
+
120
+ 2024-12-18 14:22:38,295 INFO ___FILE_ONLY___ ╚
121
+ 2024-12-18 14:22:38,295 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
122
+ 2024-12-18 14:22:38,296 INFO ___FILE_ONLY___ ╝
123
+
124
+ 2024-12-18 14:22:38,306 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
125
+
126
+ 2024-12-18 14:22:38,306 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
127
+
128
+ 2024-12-18 14:22:38,306 INFO ___FILE_ONLY___ ╚
129
+ 2024-12-18 14:22:38,307 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
130
+ 2024-12-18 14:22:38,307 INFO ___FILE_ONLY___ ╝
131
+
132
+ 2024-12-18 14:22:38,312 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
133
+
134
+ 2024-12-18 14:22:38,312 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Preview Commands ═╣
135
+
136
+ 2024-12-18 14:22:38,312 INFO ___FILE_ONLY___ ╚
137
+ 2024-12-18 14:22:38,312 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
138
+ 2024-12-18 14:22:38,312 INFO ___FILE_ONLY___ ╝
139
+
140
+ 2024-12-18 14:22:38,319 DEBUG root Updating notification cache...
141
+ 2024-12-18 14:22:38,319 INFO ___FILE_ONLY___
142
+
143
+ 2024-12-18 14:22:38,321 INFO ___FILE_ONLY___ Performing post processing steps...
144
+ 2024-12-18 14:22:38,321 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
145
+ 2024-12-18 14:22:47,690 DEBUG ___FILE_ONLY___
146
+ 2024-12-18 14:22:47,690 DEBUG ___FILE_ONLY___
147
+ 2024-12-18 14:22:47,842 INFO ___FILE_ONLY___
148
+ Update done!
149
+
150
+
151
+ 2024-12-18 14:22:47,844 DEBUG root Chosen display Format:none
152
+ 2024-12-18 14:22:47,845 INFO root Display format: "none"
.config/logs/2024.12.18/14.22.38.725456.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-12-18 14:22:38,726 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-12-18 14:22:38,727 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-12-18 14:22:38,729 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-12-18 14:22:47,605 DEBUG root Chosen display Format:none
5
+ 2024-12-18 14:22:47,606 INFO root Display format: "none"
.config/logs/2024.12.18/14.22.48.328852.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-12-18 14:22:48,330 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-12-18 14:22:48,373 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-12-18 14:22:48,376 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2024-12-18 14:22:48,376 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2024-12-18 14:22:48,377 DEBUG root Chosen display Format:default
7
+ 2024-12-18 14:22:48,378 INFO root Display format: "default"
8
+ 2024-12-18 14:22:48,378 DEBUG root SDK update checks are disabled.
.config/logs/2024.12.18/14.22.48.881268.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-12-18 14:22:48,883 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-12-18 14:22:48,927 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-12-18 14:22:48,929 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2024-12-18 14:22:48,930 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2024-12-18 14:22:48,931 DEBUG root Chosen display Format:default
7
+ 2024-12-18 14:22:48,932 INFO root Display format: "default"
8
+ 2024-12-18 14:22:48,932 DEBUG root SDK update checks are disabled.
.github/workflows/update_space.yml ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: Run Python script
2
+
3
+ on:
4
+ push:
5
+ branches:
6
+ - n
7
+
8
+ jobs:
9
+ build:
10
+ runs-on: ubuntu-latest
11
+
12
+ steps:
13
+ - name: Checkout
14
+ uses: actions/checkout@v2
15
+
16
+ - name: Set up Python
17
+ uses: actions/setup-python@v2
18
+ with:
19
+ python-version: '3.9'
20
+
21
+ - name: Install Gradio
22
+ run: python -m pip install gradio
23
+
24
+ - name: Log in to Hugging Face
25
+ run: python -c 'import huggingface_hub; huggingface_hub.login(token="${{ secrets.hf_token }}")'
26
+
27
+ - name: Deploy to Spaces
28
+ run: gradio deploy
app.py CHANGED
@@ -8,6 +8,14 @@ import json
8
  import numpy as np
9
  from sklearn.preprocessing import StandardScaler
10
  from huggingface_hub import hf_hub_download
 
 
 
 
 
 
 
 
11
 
12
  def gradio_interface():
13
  def process_data():
@@ -22,22 +30,60 @@ def gradio_interface():
22
  f"Open: {prediction['Predicted Target Open']:.2f}, "
23
  f"High: {prediction['Predicted Target High']:.2f}, "
24
  f"Low: {prediction['Predicted Target Low']:.2f}")
25
- return result
 
 
 
26
  except Exception as e:
27
- return f"Error: {str(e)}"
28
 
29
  def predict_interface():
30
- result = process_data()
31
- return result
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
32
 
33
  with gr.Blocks() as app:
34
  gr.Markdown("## Prediction Interface")
35
- gr.Markdown("This interface will give you 15 mins predict of BTC/USD futures calue")
36
 
37
  output = gr.Textbox(label="Prediction Result")
38
-
39
  button = gr.Button("Get Prediction")
40
- button.click(fn=predict_interface, inputs=[], outputs=output)
41
 
42
  app.launch(show_api=False, auth=None)
43
 
@@ -61,7 +107,7 @@ if __name__ == "__main__":
61
  low="Low",
62
  close="Close",
63
  volume="Volume",
64
- fillna=False
65
  )
66
  return data
67
 
 
8
  import numpy as np
9
  from sklearn.preprocessing import StandardScaler
10
  from huggingface_hub import hf_hub_download
11
+ import matplotlib.pyplot as plt
12
+ import io
13
+ from PIL import Image
14
+ import datetime
15
+
16
+
17
+ predictions_history = []
18
+ timestamps_history = []
19
 
20
  def gradio_interface():
21
  def process_data():
 
30
  f"Open: {prediction['Predicted Target Open']:.2f}, "
31
  f"High: {prediction['Predicted Target High']:.2f}, "
32
  f"Low: {prediction['Predicted Target Low']:.2f}")
33
+
34
+ plot_img = plot_predictions(prediction)
35
+
36
+ return result, plot_img
37
  except Exception as e:
38
+ return f"Error: {str(e)}", None
39
 
40
  def predict_interface():
41
+ result, plot_img = process_data()
42
+ return result, plot_img
43
+
44
+ def plot_predictions(predictions):
45
+
46
+ current_time = datetime.datetime.now()
47
+
48
+ current_prediction = [predictions['Predicted Target'], predictions['Predicted Target Open'],
49
+ predictions['Predicted Target High'], predictions['Predicted Target Low']]
50
+
51
+ if not predictions_history or current_prediction != predictions_history[-1]:
52
+ timestamps_history.append(current_time + datetime.timedelta(minutes=15))
53
+ predictions_history.append(current_prediction)
54
+
55
+ if len(timestamps_history) > 10:
56
+ timestamps_history.pop(0)
57
+ predictions_history.pop(0)
58
+
59
+ plt.figure(figsize=(10, 6))
60
+
61
+ for idx, timestamp in enumerate(timestamps_history):
62
+ prediction = predictions_history[idx]
63
+ plt.scatter([timestamp] * 4, prediction, color=['green', 'red', 'blue', 'purple'], s=50)
64
+
65
+ plt.title('Predicted Candles for BTC/USDT Futures', fontsize=14)
66
+ plt.xlabel('Time', fontsize=12)
67
+ plt.ylabel('Price', fontsize=12)
68
+ plt.xticks(rotation=45)
69
+ plt.grid(True)
70
+ plt.tight_layout()
71
+
72
+ buf = io.BytesIO()
73
+ plt.savefig(buf, format="png")
74
+ buf.seek(0)
75
+ img = Image.open(buf)
76
+ return img
77
+
78
 
79
  with gr.Blocks() as app:
80
  gr.Markdown("## Prediction Interface")
81
+ gr.Markdown("This interface will give you 15 mins prediction of BTC/USD futures value")
82
 
83
  output = gr.Textbox(label="Prediction Result")
84
+ plot_output = gr.Image(label="Prediction Plot", type="pil")
85
  button = gr.Button("Get Prediction")
86
+ button.click(fn=predict_interface, inputs=[], outputs=[output, plot_output])
87
 
88
  app.launch(show_api=False, auth=None)
89
 
 
107
  low="Low",
108
  close="Close",
109
  volume="Volume",
110
+ fillna=False
111
  )
112
  return data
113