Spaces:
Sleeping
Sleeping
Zane Vijay Falcao
commited on
Upload folder using huggingface_hub
Browse files- .config/.last_opt_in_prompt.yaml +1 -0
- .config/.last_survey_prompt.yaml +1 -0
- .config/.last_update_check.json +1 -0
- .config/active_config +1 -0
- .config/config_sentinel +0 -0
- .config/configurations/config_default +6 -0
- .config/default_configs.db +0 -0
- .config/gce +1 -0
- .config/hidden_gcloud_config_universe_descriptor_data_cache_configs.db +0 -0
- .config/logs/2025.04.07/13.42.02.070730.log +765 -0
- .config/logs/2025.04.07/13.42.24.146310.log +5 -0
- .config/logs/2025.04.07/13.42.32.824024.log +153 -0
- .config/logs/2025.04.07/13.42.34.302585.log +5 -0
- .config/logs/2025.04.07/13.42.43.503346.log +8 -0
- .config/logs/2025.04.07/13.42.44.251076.log +8 -0
- .gitattributes +1 -0
- .gradio/certificate.pem +31 -0
- PCOS_data_without_infertility.xlsx +3 -0
- PCOS_infertility.csv +542 -0
- README.md +2 -8
- app.py +396 -0
- random_forest_model.pkl +3 -0
.config/.last_opt_in_prompt.yaml
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{}
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.config/.last_survey_prompt.yaml
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last_prompt_time: 1744033352.1906357
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.config/.last_update_check.json
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{"last_update_check_time": 1744033353.787033, "last_update_check_revision": 20250329020432, "notifications": [], "last_nag_times": {}}
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.config/active_config
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default
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.config/config_sentinel
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.config/configurations/config_default
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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
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Binary file (12.3 kB). View file
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.config/gce
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False
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.config/hidden_gcloud_config_universe_descriptor_data_cache_configs.db
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Binary file (12.3 kB). View file
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.config/logs/2025.04.07/13.42.02.070730.log
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| 1 |
+
2025-04-07 13:42:14,092 DEBUG root Loaded Command Group: ['gcloud', 'components']
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| 2 |
+
2025-04-07 13:42:14,097 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
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| 3 |
+
2025-04-07 13:42:14,100 DEBUG root Running [gcloud.components.update] with arguments: [--compile-python: "True", --quiet: "True", COMPONENT-IDS:6: "['core', 'gcloud-deps', 'bq', 'gcloud', 'gcloud-crc32c', 'gsutil']"]
|
| 4 |
+
2025-04-07 13:42:14,101 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
|
| 5 |
+
|
| 6 |
+
2025-04-07 13:42:14,137 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 7 |
+
2025-04-07 13:42:14,164 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/11" 200 226135
|
| 8 |
+
2025-04-07 13:42:14,176 INFO ___FILE_ONLY___
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| 9 |
+
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| 10 |
+
2025-04-07 13:42:14,177 INFO ___FILE_ONLY___
|
| 11 |
+
Your current Google Cloud CLI version is: 517.0.0
|
| 12 |
+
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| 13 |
+
2025-04-07 13:42:14,177 INFO ___FILE_ONLY___ Installing components from version: 517.0.0
|
| 14 |
+
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| 15 |
+
2025-04-07 13:42:14,177 INFO ___FILE_ONLY___
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| 16 |
+
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| 17 |
+
2025-04-07 13:42:14,177 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)
|
| 18 |
+
2025-04-07 13:42:14,178 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)
|
| 19 |
+
2025-04-07 13:42:14,178 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)
|
| 20 |
+
2025-04-07 13:42:14,217 INFO ___FILE_ONLY___ ┌─────────────────────────────────────────────────────────────────────────────┐
|
| 21 |
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2025-04-07 13:42:14,217 INFO ___FILE_ONLY___
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+
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+
2025-04-07 13:42:14,217 INFO ___FILE_ONLY___ │ These components will be installed. │
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| 24 |
+
2025-04-07 13:42:14,217 INFO ___FILE_ONLY___
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+
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+
2025-04-07 13:42:14,217 INFO ___FILE_ONLY___ ├─────────────────────────────────────────────────────┬────────────┬──────────┤
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+
2025-04-07 13:42:14,217 INFO ___FILE_ONLY___
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2025-04-07 13:42:14,217 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
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2025-04-07 13:42:14,217 INFO ___FILE_ONLY___
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2025-04-07 13:42:14,217 INFO ___FILE_ONLY___ ├─────────────────────────────────────────────────────┼────────────┼──────────┤
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2025-04-07 13:42:14,217 INFO ___FILE_ONLY___
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+
2025-04-07 13:42:14,217 INFO ___FILE_ONLY___ │
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2025-04-07 13:42:14,217 INFO ___FILE_ONLY___ BigQuery Command Line Tool
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2025-04-07 13:42:14,217 INFO ___FILE_ONLY___
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2025-04-07 13:42:14,217 INFO ___FILE_ONLY___ │
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2025-04-07 13:42:14,217 INFO ___FILE_ONLY___ 2.1.14
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+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___
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| 41 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ │
|
| 42 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ 1.8 MiB
|
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+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___
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| 44 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ │
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| 45 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___
|
| 46 |
+
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| 47 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ │
|
| 48 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ BigQuery Command Line Tool (Platform Specific)
|
| 49 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___
|
| 50 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ │
|
| 51 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ 2.1.8
|
| 52 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___
|
| 53 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ │
|
| 54 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ < 1 MiB
|
| 55 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___
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| 56 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ │
|
| 57 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___
|
| 58 |
+
|
| 59 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ │
|
| 60 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___ Bundled Python 3.12 (Platform Specific)
|
| 61 |
+
2025-04-07 13:42:14,218 INFO ___FILE_ONLY___
|
| 62 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ │
|
| 63 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ 3.12.8
|
| 64 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___
|
| 65 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ │
|
| 66 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ 89.2 MiB
|
| 67 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___
|
| 68 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ │
|
| 69 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___
|
| 70 |
+
|
| 71 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ │
|
| 72 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ Cloud Storage Command Line Tool
|
| 73 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___
|
| 74 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ │
|
| 75 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ 5.33
|
| 76 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___
|
| 77 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ │
|
| 78 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ 11.8 MiB
|
| 79 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___
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| 80 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ │
|
| 81 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___
|
| 82 |
+
|
| 83 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ │
|
| 84 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___ Cloud Storage Command Line Tool (Platform Specific)
|
| 85 |
+
2025-04-07 13:42:14,219 INFO ___FILE_ONLY___
|
| 86 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ │
|
| 87 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ 5.30
|
| 88 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___
|
| 89 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ │
|
| 90 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ < 1 MiB
|
| 91 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___
|
| 92 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ │
|
| 93 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___
|
| 94 |
+
|
| 95 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ │
|
| 96 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ Google Cloud CLI Core Libraries (Platform Specific)
|
| 97 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___
|
| 98 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ │
|
| 99 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ 2024.08.30
|
| 100 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___
|
| 101 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ │
|
| 102 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ < 1 MiB
|
| 103 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___
|
| 104 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ │
|
| 105 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___
|
| 106 |
+
|
| 107 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ │
|
| 108 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___ Google Cloud CRC32C Hash Tool (Platform Specific)
|
| 109 |
+
2025-04-07 13:42:14,220 INFO ___FILE_ONLY___
|
| 110 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ │
|
| 111 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ 1.0.0
|
| 112 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___
|
| 113 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ │
|
| 114 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ 1.4 MiB
|
| 115 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___
|
| 116 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ │
|
| 117 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___
|
| 118 |
+
|
| 119 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ │
|
| 120 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ gcloud cli dependencies (Platform Specific)
|
| 121 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___
|
| 122 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ │
|
| 123 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ 2021.04.16
|
| 124 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___
|
| 125 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ │
|
| 126 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ < 1 MiB
|
| 127 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___
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| 128 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___ │
|
| 129 |
+
2025-04-07 13:42:14,221 INFO ___FILE_ONLY___
|
| 130 |
+
|
| 131 |
+
2025-04-07 13:42:14,222 INFO ___FILE_ONLY___ └─────────────────────────────────────────────────────┴────────────┴──────────┘
|
| 132 |
+
2025-04-07 13:42:14,222 INFO ___FILE_ONLY___
|
| 133 |
+
|
| 134 |
+
2025-04-07 13:42:14,222 INFO ___FILE_ONLY___
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| 135 |
+
|
| 136 |
+
2025-04-07 13:42:14,225 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 137 |
+
2025-04-07 13:42:14,256 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/11" 200 1390928
|
| 138 |
+
2025-04-07 13:42:14,738 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
|
| 139 |
+
https://cloud.google.com/sdk/release_notes
|
| 140 |
+
|
| 141 |
+
|
| 142 |
+
2025-04-07 13:42:14,739 INFO ___FILE_ONLY___ Performing in place update...
|
| 143 |
+
|
| 144 |
+
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| 145 |
+
2025-04-07 13:42:14,741 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 146 |
+
|
| 147 |
+
2025-04-07 13:42:14,741 INFO ___FILE_ONLY___ ╠═ Downloading: BigQuery Command Line Tool ═╣
|
| 148 |
+
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| 149 |
+
2025-04-07 13:42:14,741 INFO ___FILE_ONLY___ ╚
|
| 150 |
+
2025-04-07 13:42:14,744 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 151 |
+
2025-04-07 13:42:14,910 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-20250228155416.tar.gz HTTP/11" 200 1845321
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| 152 |
+
2025-04-07 13:42:14,993 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,993 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,993 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,993 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,993 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,994 INFO ___FILE_ONLY___ ═
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2025-04-07 13:42:14,995 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,996 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,996 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,996 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,996 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,996 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,996 INFO ___FILE_ONLY___ ═
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+
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+
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+
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+
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+
2025-04-07 13:42:14,997 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,997 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,997 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,997 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,997 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,997 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,997 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,997 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:14,997 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,997 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
| 203 |
+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
| 207 |
+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
| 208 |
+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:14,998 INFO ___FILE_ONLY___ ═
|
| 212 |
+
2025-04-07 13:42:14,999 INFO ___FILE_ONLY___ ╝
|
| 213 |
+
|
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+
2025-04-07 13:42:15,001 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 215 |
+
|
| 216 |
+
2025-04-07 13:42:15,001 INFO ___FILE_ONLY___ ╠═ Downloading: BigQuery Command Line Tool (Platform Spe... ═╣
|
| 217 |
+
|
| 218 |
+
2025-04-07 13:42:15,001 INFO ___FILE_ONLY___ ╚
|
| 219 |
+
2025-04-07 13:42:15,005 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 220 |
+
2025-04-07 13:42:15,099 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-nix-20240830134514.tar.gz HTTP/11" 200 1914
|
| 221 |
+
2025-04-07 13:42:15,100 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 222 |
+
2025-04-07 13:42:15,100 INFO ___FILE_ONLY___ ╝
|
| 223 |
+
|
| 224 |
+
2025-04-07 13:42:15,102 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 225 |
+
|
| 226 |
+
2025-04-07 13:42:15,102 INFO ___FILE_ONLY___ ╠═ Downloading: Bundled Python 3.12 ═╣
|
| 227 |
+
|
| 228 |
+
2025-04-07 13:42:15,102 INFO ___FILE_ONLY___ ╚
|
| 229 |
+
2025-04-07 13:42:15,102 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 230 |
+
2025-04-07 13:42:15,102 INFO ___FILE_ONLY___ ╝
|
| 231 |
+
|
| 232 |
+
2025-04-07 13:42:15,104 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════���═══════════════╗
|
| 233 |
+
|
| 234 |
+
2025-04-07 13:42:15,104 INFO ___FILE_ONLY___ ╠═ Downloading: Bundled Python 3.12 (Platform Specific) ═╣
|
| 235 |
+
|
| 236 |
+
2025-04-07 13:42:15,104 INFO ___FILE_ONLY___ ╚
|
| 237 |
+
2025-04-07 13:42:15,107 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 238 |
+
2025-04-07 13:42:15,204 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20250131143518.tar.gz HTTP/11" 200 93520256
|
| 239 |
+
2025-04-07 13:42:15,539 INFO ___FILE_ONLY___ ═
|
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2025-04-07 13:42:15,643 INFO ___FILE_ONLY___ ╠═ Downloading: Cloud Storage Command Line Tool ═╣
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2025-04-07 13:42:15,646 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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2025-04-07 13:42:15,793 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-20241213184646.tar.gz HTTP/11" 200 12368759
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
2025-04-07 13:42:16,285 INFO ___FILE_ONLY___ ╠═ Downloading: Cloud Storage Command Line Tool (Platfor... ═╣
|
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+
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+
2025-04-07 13:42:16,285 INFO ___FILE_ONLY___ ╚
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+
2025-04-07 13:42:16,289 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 376 |
+
2025-04-07 13:42:16,382 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20240830134514.tar.gz HTTP/11" 200 1928
|
| 377 |
+
2025-04-07 13:42:16,382 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 378 |
+
2025-04-07 13:42:16,382 INFO ___FILE_ONLY___ ╝
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+
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+
2025-04-07 13:42:16,384 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 381 |
+
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| 382 |
+
2025-04-07 13:42:16,385 INFO ___FILE_ONLY___ ╠═ Downloading: Default set of gcloud commands ═╣
|
| 383 |
+
|
| 384 |
+
2025-04-07 13:42:16,385 INFO ___FILE_ONLY___ ╚
|
| 385 |
+
2025-04-07 13:42:16,385 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
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+
2025-04-07 13:42:16,385 INFO ___FILE_ONLY___ ╝
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+
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|
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+
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+
2025-04-07 13:42:16,387 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CLI Core Libraries (Platfor... ═╣
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+
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+
2025-04-07 13:42:16,387 INFO ___FILE_ONLY___ ╚
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+
2025-04-07 13:42:16,390 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 394 |
+
2025-04-07 13:42:16,488 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-core-nix-20240830134514.tar.gz HTTP/11" 200 2306
|
| 395 |
+
2025-04-07 13:42:16,489 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
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+
2025-04-07 13:42:16,489 INFO ___FILE_ONLY___ ╝
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+
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+
2025-04-07 13:42:16,491 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
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+
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+
2025-04-07 13:42:16,491 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CRC32C Hash Tool ═╣
|
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+
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+
2025-04-07 13:42:16,491 INFO ___FILE_ONLY___ ╚
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+
2025-04-07 13:42:16,491 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
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+
2025-04-07 13:42:16,491 INFO ___FILE_ONLY___ ╝
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+
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2025-04-07 13:42:16,493 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
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+
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+
2025-04-07 13:42:16,493 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CRC32C Hash Tool (Platform ... ═╣
|
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+
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+
2025-04-07 13:42:16,493 INFO ___FILE_ONLY___ ╚
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+
2025-04-07 13:42:16,496 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
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+
2025-04-07 13:42:16,706 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20250110133808.tar.gz HTTP/11" 200 1478989
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
2025-04-07 13:42:16,832 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,832 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,832 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,832 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,832 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,832 INFO ___FILE_ONLY___ ═
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+
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+
2025-04-07 13:42:16,832 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,832 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,832 INFO ___FILE_ONLY___ ═
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+
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:16,833 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:16,834 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,834 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,834 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:16,834 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,834 INFO ___FILE_ONLY___ ═
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+
2025-04-07 13:42:16,834 INFO ___FILE_ONLY___ ═
|
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+
2025-04-07 13:42:16,834 INFO ___FILE_ONLY___ ═
|
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+
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+
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+
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+
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|
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+
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+
2025-04-07 13:42:16,836 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud cli dependencies (Platform Specific) ═╣
|
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+
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+
2025-04-07 13:42:16,836 INFO ___FILE_ONLY___ ╚
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+
2025-04-07 13:42:16,839 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 481 |
+
2025-04-07 13:42:16,868 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-deps-linux-x86_64-20210416153011.tar.gz HTTP/11" 200 104
|
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+
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+
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+
2025-04-07 13:42:16,872 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool ═╣
|
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+
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+
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+
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+
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+
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+
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+
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+
2025-04-07 13:42:17,112 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 553 |
+
|
| 554 |
+
2025-04-07 13:42:17,113 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
|
| 555 |
+
|
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+
2025-04-07 13:42:17,113 INFO ___FILE_ONLY___ ╚
|
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+
2025-04-07 13:42:17,113 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
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2025-04-07 13:42:17,117 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
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+
|
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+
2025-04-07 13:42:17,117 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.12 ═╣
|
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+
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+
2025-04-07 13:42:17,118 INFO ___FILE_ONLY___ ╚
|
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2025-04-07 13:42:17,123 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
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+
|
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+
2025-04-07 13:42:17,123 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.12 (Platform Specific) ═╣
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+
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+
2025-04-07 13:42:17,123 INFO ___FILE_ONLY___ ╚
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+
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+
2025-04-07 13:42:22,286 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
|
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| 703 |
+
|
| 704 |
+
2025-04-07 13:42:23,577 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
|
| 705 |
+
|
| 706 |
+
2025-04-07 13:42:23,577 INFO ___FILE_ONLY___ ╚
|
| 707 |
+
2025-04-07 13:42:23,577 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 708 |
+
2025-04-07 13:42:23,578 INFO ___FILE_ONLY___ ╝
|
| 709 |
+
|
| 710 |
+
2025-04-07 13:42:23,581 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 711 |
+
|
| 712 |
+
2025-04-07 13:42:23,582 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
|
| 713 |
+
|
| 714 |
+
2025-04-07 13:42:23,582 INFO ___FILE_ONLY___ ╚
|
| 715 |
+
2025-04-07 13:42:23,584 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 716 |
+
2025-04-07 13:42:23,584 INFO ___FILE_ONLY___ ╝
|
| 717 |
+
|
| 718 |
+
2025-04-07 13:42:23,586 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 719 |
+
|
| 720 |
+
2025-04-07 13:42:23,586 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
|
| 721 |
+
|
| 722 |
+
2025-04-07 13:42:23,586 INFO ___FILE_ONLY___ ╚
|
| 723 |
+
2025-04-07 13:42:23,587 INFO ___FILE_ONLY___ ══════════════════════════════
|
| 724 |
+
2025-04-07 13:42:23,587 INFO ___FILE_ONLY___ ══════════════════════════════
|
| 725 |
+
2025-04-07 13:42:23,587 INFO ___FILE_ONLY___ ╝
|
| 726 |
+
|
| 727 |
+
2025-04-07 13:42:23,591 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 728 |
+
|
| 729 |
+
2025-04-07 13:42:23,591 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
|
| 730 |
+
|
| 731 |
+
2025-04-07 13:42:23,591 INFO ___FILE_ONLY___ ╚
|
| 732 |
+
2025-04-07 13:42:23,593 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 733 |
+
2025-04-07 13:42:23,593 INFO ___FILE_ONLY___ ╝
|
| 734 |
+
|
| 735 |
+
2025-04-07 13:42:23,595 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 736 |
+
|
| 737 |
+
2025-04-07 13:42:23,595 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
|
| 738 |
+
|
| 739 |
+
2025-04-07 13:42:23,595 INFO ___FILE_ONLY___ ╚
|
| 740 |
+
2025-04-07 13:42:23,632 INFO ___FILE_ONLY___ ══════════════════════════════
|
| 741 |
+
2025-04-07 13:42:23,633 INFO ___FILE_ONLY___ ══════════════════════════════
|
| 742 |
+
2025-04-07 13:42:23,633 INFO ___FILE_ONLY___ ╝
|
| 743 |
+
|
| 744 |
+
2025-04-07 13:42:23,638 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 745 |
+
|
| 746 |
+
2025-04-07 13:42:23,638 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
|
| 747 |
+
|
| 748 |
+
2025-04-07 13:42:23,638 INFO ___FILE_ONLY___ ╚
|
| 749 |
+
2025-04-07 13:42:23,638 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 750 |
+
2025-04-07 13:42:23,638 INFO ___FILE_ONLY___ ╝
|
| 751 |
+
|
| 752 |
+
2025-04-07 13:42:23,643 DEBUG root Updating notification cache...
|
| 753 |
+
2025-04-07 13:42:23,643 INFO ___FILE_ONLY___
|
| 754 |
+
|
| 755 |
+
2025-04-07 13:42:23,645 INFO ___FILE_ONLY___ Performing post processing steps...
|
| 756 |
+
2025-04-07 13:42:23,645 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
|
| 757 |
+
2025-04-07 13:42:32,123 DEBUG ___FILE_ONLY___
|
| 758 |
+
2025-04-07 13:42:32,124 DEBUG ___FILE_ONLY___
|
| 759 |
+
2025-04-07 13:42:32,185 INFO root descriptor_list: [{'universeDomain': 'googleapis.com', 'universeShortName': '', 'authenticationDomain': 'auth.cloud.google.com', 'projectPrefix': '', 'cloudWebDomain': 'cloud.google.com', 'documentationDomain': 'cloud.google.com', 'version': '1.0.0', 'state': 'primary', 'artifactRegistryDomain': 'pkg.dev'}]
|
| 760 |
+
2025-04-07 13:42:32,186 INFO ___FILE_ONLY___
|
| 761 |
+
Update done!
|
| 762 |
+
|
| 763 |
+
|
| 764 |
+
2025-04-07 13:42:32,189 DEBUG root Chosen display Format:none
|
| 765 |
+
2025-04-07 13:42:32,189 INFO root Display format: "none"
|
.config/logs/2025.04.07/13.42.24.146310.log
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2025-04-07 13:42:24,147 DEBUG root Loaded Command Group: ['gcloud', 'components']
|
| 2 |
+
2025-04-07 13:42:24,149 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
|
| 3 |
+
2025-04-07 13:42:24,150 DEBUG root Running [gcloud.components.post-process] with arguments: []
|
| 4 |
+
2025-04-07 13:42:32,006 DEBUG root Chosen display Format:none
|
| 5 |
+
2025-04-07 13:42:32,006 INFO root Display format: "none"
|
.config/logs/2025.04.07/13.42.32.824024.log
ADDED
|
@@ -0,0 +1,153 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2025-04-07 13:42:32,824 DEBUG root Loaded Command Group: ['gcloud', 'components']
|
| 2 |
+
2025-04-07 13:42:32,826 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
|
| 3 |
+
2025-04-07 13:42:32,828 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
|
| 4 |
+
2025-04-07 13:42:32,829 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
|
| 5 |
+
|
| 6 |
+
2025-04-07 13:42:32,838 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 7 |
+
2025-04-07 13:42:32,864 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/11" 200 226135
|
| 8 |
+
2025-04-07 13:42:32,877 WARNING root Component [compute] no longer exists.
|
| 9 |
+
2025-04-07 13:42:32,878 INFO ___FILE_ONLY___
|
| 10 |
+
|
| 11 |
+
2025-04-07 13:42:32,878 INFO ___FILE_ONLY___
|
| 12 |
+
Your current Google Cloud CLI version is: 517.0.0
|
| 13 |
+
|
| 14 |
+
2025-04-07 13:42:32,879 INFO ___FILE_ONLY___ Installing components from version: 517.0.0
|
| 15 |
+
|
| 16 |
+
2025-04-07 13:42:32,879 INFO ___FILE_ONLY___
|
| 17 |
+
|
| 18 |
+
2025-04-07 13:42:32,879 DEBUG root Chosen display Format:table[box,title="These components will be removed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
|
| 19 |
+
2025-04-07 13:42:32,879 DEBUG root Chosen display Format:table[box,title="These components will be updated."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
|
| 20 |
+
2025-04-07 13:42:32,880 DEBUG root Chosen display Format:table[box,title="These components will be installed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
|
| 21 |
+
2025-04-07 13:42:32,893 INFO ___FILE_ONLY___ ┌────────────────────────────────────────────────┐
|
| 22 |
+
2025-04-07 13:42:32,893 INFO ___FILE_ONLY___
|
| 23 |
+
|
| 24 |
+
2025-04-07 13:42:32,893 INFO ___FILE_ONLY___ │ These components will be installed. │
|
| 25 |
+
2025-04-07 13:42:32,893 INFO ___FILE_ONLY___
|
| 26 |
+
|
| 27 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ ├─────────────────────────┬────────────┬─────────┤
|
| 28 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___
|
| 29 |
+
|
| 30 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
|
| 31 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___
|
| 32 |
+
|
| 33 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ ├─────────────────────────┼────────────┼─────────┤
|
| 34 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___
|
| 35 |
+
|
| 36 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ │
|
| 37 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ gcloud Alpha Commands
|
| 38 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___
|
| 39 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ │
|
| 40 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ 2025.03.29
|
| 41 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___
|
| 42 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ │
|
| 43 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ < 1 MiB
|
| 44 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___
|
| 45 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ │
|
| 46 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___
|
| 47 |
+
|
| 48 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ │
|
| 49 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___ gcloud Beta Commands
|
| 50 |
+
2025-04-07 13:42:32,894 INFO ___FILE_ONLY___
|
| 51 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ │
|
| 52 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ 2025.03.29
|
| 53 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___
|
| 54 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ │
|
| 55 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ < 1 MiB
|
| 56 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___
|
| 57 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ │
|
| 58 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___
|
| 59 |
+
|
| 60 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ │
|
| 61 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ gcloud Preview Commands
|
| 62 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___
|
| 63 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ │
|
| 64 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___
|
| 65 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___
|
| 66 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ │
|
| 67 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ < 1 MiB
|
| 68 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___
|
| 69 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ │
|
| 70 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___
|
| 71 |
+
|
| 72 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___ └─────────────────────────┴────────────┴─────────┘
|
| 73 |
+
2025-04-07 13:42:32,895 INFO ___FILE_ONLY___
|
| 74 |
+
|
| 75 |
+
2025-04-07 13:42:32,896 INFO ___FILE_ONLY___
|
| 76 |
+
|
| 77 |
+
2025-04-07 13:42:32,899 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 78 |
+
2025-04-07 13:42:32,992 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/11" 200 1390928
|
| 79 |
+
2025-04-07 13:42:33,451 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
|
| 80 |
+
https://cloud.google.com/sdk/release_notes
|
| 81 |
+
|
| 82 |
+
|
| 83 |
+
2025-04-07 13:42:33,451 INFO ___FILE_ONLY___ Performing in place update...
|
| 84 |
+
|
| 85 |
+
|
| 86 |
+
2025-04-07 13:42:33,453 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 87 |
+
|
| 88 |
+
2025-04-07 13:42:33,454 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Alpha Commands ═╣
|
| 89 |
+
|
| 90 |
+
2025-04-07 13:42:33,454 INFO ___FILE_ONLY___ ╚
|
| 91 |
+
2025-04-07 13:42:33,457 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 92 |
+
2025-04-07 13:42:33,548 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20250329020432.tar.gz HTTP/11" 200 800
|
| 93 |
+
2025-04-07 13:42:33,549 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 94 |
+
2025-04-07 13:42:33,549 INFO ___FILE_ONLY___ ╝
|
| 95 |
+
|
| 96 |
+
2025-04-07 13:42:33,551 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 97 |
+
|
| 98 |
+
2025-04-07 13:42:33,551 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Beta Commands ═╣
|
| 99 |
+
|
| 100 |
+
2025-04-07 13:42:33,551 INFO ___FILE_ONLY___ ╚
|
| 101 |
+
2025-04-07 13:42:33,554 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 102 |
+
2025-04-07 13:42:33,579 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20250329020432.tar.gz HTTP/11" 200 797
|
| 103 |
+
2025-04-07 13:42:33,579 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 104 |
+
2025-04-07 13:42:33,579 INFO ___FILE_ONLY___ ╝
|
| 105 |
+
|
| 106 |
+
2025-04-07 13:42:33,581 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 107 |
+
|
| 108 |
+
2025-04-07 13:42:33,581 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Preview Commands ═╣
|
| 109 |
+
|
| 110 |
+
2025-04-07 13:42:33,582 INFO ___FILE_ONLY___ ╚
|
| 111 |
+
2025-04-07 13:42:33,584 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
|
| 112 |
+
2025-04-07 13:42:33,766 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-preview-20241115154308.tar.gz HTTP/11" 200 823
|
| 113 |
+
2025-04-07 13:42:33,767 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 114 |
+
2025-04-07 13:42:33,767 INFO ___FILE_ONLY___ ╝
|
| 115 |
+
|
| 116 |
+
2025-04-07 13:42:33,769 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 117 |
+
|
| 118 |
+
2025-04-07 13:42:33,769 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
|
| 119 |
+
|
| 120 |
+
2025-04-07 13:42:33,769 INFO ___FILE_ONLY___ ╚
|
| 121 |
+
2025-04-07 13:42:33,770 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 122 |
+
2025-04-07 13:42:33,770 INFO ___FILE_ONLY___ ╝
|
| 123 |
+
|
| 124 |
+
2025-04-07 13:42:33,775 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 125 |
+
|
| 126 |
+
2025-04-07 13:42:33,775 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
|
| 127 |
+
|
| 128 |
+
2025-04-07 13:42:33,775 INFO ___FILE_ONLY___ ╚
|
| 129 |
+
2025-04-07 13:42:33,776 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 130 |
+
2025-04-07 13:42:33,776 INFO ___FILE_ONLY___ ╝
|
| 131 |
+
|
| 132 |
+
2025-04-07 13:42:33,781 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
|
| 133 |
+
|
| 134 |
+
2025-04-07 13:42:33,781 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Preview Commands ═╣
|
| 135 |
+
|
| 136 |
+
2025-04-07 13:42:33,781 INFO ___FILE_ONLY___ ╚
|
| 137 |
+
2025-04-07 13:42:33,782 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
|
| 138 |
+
2025-04-07 13:42:33,782 INFO ___FILE_ONLY___ ╝
|
| 139 |
+
|
| 140 |
+
2025-04-07 13:42:33,786 DEBUG root Updating notification cache...
|
| 141 |
+
2025-04-07 13:42:33,787 INFO ___FILE_ONLY___
|
| 142 |
+
|
| 143 |
+
2025-04-07 13:42:33,789 INFO ___FILE_ONLY___ Performing post processing steps...
|
| 144 |
+
2025-04-07 13:42:33,789 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
|
| 145 |
+
2025-04-07 13:42:42,643 DEBUG ___FILE_ONLY___
|
| 146 |
+
2025-04-07 13:42:42,643 DEBUG ___FILE_ONLY___
|
| 147 |
+
2025-04-07 13:42:42,803 INFO root descriptor_list: [{'universeDomain': 'googleapis.com', 'universeShortName': '', 'authenticationDomain': 'auth.cloud.google.com', 'projectPrefix': '', 'cloudWebDomain': 'cloud.google.com', 'documentationDomain': 'cloud.google.com', 'version': '1.0.0', 'state': 'primary', 'artifactRegistryDomain': 'pkg.dev'}]
|
| 148 |
+
2025-04-07 13:42:42,803 INFO ___FILE_ONLY___
|
| 149 |
+
Update done!
|
| 150 |
+
|
| 151 |
+
|
| 152 |
+
2025-04-07 13:42:42,806 DEBUG root Chosen display Format:none
|
| 153 |
+
2025-04-07 13:42:42,806 INFO root Display format: "none"
|
.config/logs/2025.04.07/13.42.34.302585.log
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2025-04-07 13:42:34,303 DEBUG root Loaded Command Group: ['gcloud', 'components']
|
| 2 |
+
2025-04-07 13:42:34,304 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
|
| 3 |
+
2025-04-07 13:42:34,306 DEBUG root Running [gcloud.components.post-process] with arguments: []
|
| 4 |
+
2025-04-07 13:42:42,492 DEBUG root Chosen display Format:none
|
| 5 |
+
2025-04-07 13:42:42,493 INFO root Display format: "none"
|
.config/logs/2025.04.07/13.42.43.503346.log
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2025-04-07 13:42:43,505 DEBUG root Loaded Command Group: ['gcloud', 'config']
|
| 2 |
+
2025-04-07 13:42:43,554 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
|
| 3 |
+
2025-04-07 13:42:43,557 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
|
| 4 |
+
2025-04-07 13:42:43,558 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
|
| 5 |
+
|
| 6 |
+
2025-04-07 13:42:43,558 DEBUG root Chosen display Format:default
|
| 7 |
+
2025-04-07 13:42:43,559 INFO root Display format: "default"
|
| 8 |
+
2025-04-07 13:42:43,559 DEBUG root SDK update checks are disabled.
|
.config/logs/2025.04.07/13.42.44.251076.log
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2025-04-07 13:42:44,252 DEBUG root Loaded Command Group: ['gcloud', 'config']
|
| 2 |
+
2025-04-07 13:42:44,303 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
|
| 3 |
+
2025-04-07 13:42:44,305 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
|
| 4 |
+
2025-04-07 13:42:44,306 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
|
| 5 |
+
|
| 6 |
+
2025-04-07 13:42:44,307 DEBUG root Chosen display Format:default
|
| 7 |
+
2025-04-07 13:42:44,308 INFO root Display format: "default"
|
| 8 |
+
2025-04-07 13:42:44,308 DEBUG root SDK update checks are disabled.
|
.gitattributes
CHANGED
|
@@ -33,3 +33,4 @@ 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 |
+
PCOS_data_without_infertility.xlsx filter=lfs diff=lfs merge=lfs -text
|
.gradio/certificate.pem
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
-----BEGIN CERTIFICATE-----
|
| 2 |
+
MIIFazCCA1OgAwIBAgIRAIIQz7DSQONZRGPgu2OCiwAwDQYJKoZIhvcNAQELBQAw
|
| 3 |
+
TzELMAkGA1UEBhMCVVMxKTAnBgNVBAoTIEludGVybmV0IFNlY3VyaXR5IFJlc2Vh
|
| 4 |
+
cmNoIEdyb3VwMRUwEwYDVQQDEwxJU1JHIFJvb3QgWDEwHhcNMTUwNjA0MTEwNDM4
|
| 5 |
+
WhcNMzUwNjA0MTEwNDM4WjBPMQswCQYDVQQGEwJVUzEpMCcGA1UEChMgSW50ZXJu
|
| 6 |
+
ZXQgU2VjdXJpdHkgUmVzZWFyY2ggR3JvdXAxFTATBgNVBAMTDElTUkcgUm9vdCBY
|
| 7 |
+
MTCCAiIwDQYJKoZIhvcNAQEBBQADggIPADCCAgoCggIBAK3oJHP0FDfzm54rVygc
|
| 8 |
+
h77ct984kIxuPOZXoHj3dcKi/vVqbvYATyjb3miGbESTtrFj/RQSa78f0uoxmyF+
|
| 9 |
+
0TM8ukj13Xnfs7j/EvEhmkvBioZxaUpmZmyPfjxwv60pIgbz5MDmgK7iS4+3mX6U
|
| 10 |
+
A5/TR5d8mUgjU+g4rk8Kb4Mu0UlXjIB0ttov0DiNewNwIRt18jA8+o+u3dpjq+sW
|
| 11 |
+
T8KOEUt+zwvo/7V3LvSye0rgTBIlDHCNAymg4VMk7BPZ7hm/ELNKjD+Jo2FR3qyH
|
| 12 |
+
B5T0Y3HsLuJvW5iB4YlcNHlsdu87kGJ55tukmi8mxdAQ4Q7e2RCOFvu396j3x+UC
|
| 13 |
+
B5iPNgiV5+I3lg02dZ77DnKxHZu8A/lJBdiB3QW0KtZB6awBdpUKD9jf1b0SHzUv
|
| 14 |
+
KBds0pjBqAlkd25HN7rOrFleaJ1/ctaJxQZBKT5ZPt0m9STJEadao0xAH0ahmbWn
|
| 15 |
+
OlFuhjuefXKnEgV4We0+UXgVCwOPjdAvBbI+e0ocS3MFEvzG6uBQE3xDk3SzynTn
|
| 16 |
+
jh8BCNAw1FtxNrQHusEwMFxIt4I7mKZ9YIqioymCzLq9gwQbooMDQaHWBfEbwrbw
|
| 17 |
+
qHyGO0aoSCqI3Haadr8faqU9GY/rOPNk3sgrDQoo//fb4hVC1CLQJ13hef4Y53CI
|
| 18 |
+
rU7m2Ys6xt0nUW7/vGT1M0NPAgMBAAGjQjBAMA4GA1UdDwEB/wQEAwIBBjAPBgNV
|
| 19 |
+
HRMBAf8EBTADAQH/MB0GA1UdDgQWBBR5tFnme7bl5AFzgAiIyBpY9umbbjANBgkq
|
| 20 |
+
hkiG9w0BAQsFAAOCAgEAVR9YqbyyqFDQDLHYGmkgJykIrGF1XIpu+ILlaS/V9lZL
|
| 21 |
+
ubhzEFnTIZd+50xx+7LSYK05qAvqFyFWhfFQDlnrzuBZ6brJFe+GnY+EgPbk6ZGQ
|
| 22 |
+
3BebYhtF8GaV0nxvwuo77x/Py9auJ/GpsMiu/X1+mvoiBOv/2X/qkSsisRcOj/KK
|
| 23 |
+
NFtY2PwByVS5uCbMiogziUwthDyC3+6WVwW6LLv3xLfHTjuCvjHIInNzktHCgKQ5
|
| 24 |
+
ORAzI4JMPJ+GslWYHb4phowim57iaztXOoJwTdwJx4nLCgdNbOhdjsnvzqvHu7Ur
|
| 25 |
+
TkXWStAmzOVyyghqpZXjFaH3pO3JLF+l+/+sKAIuvtd7u+Nxe5AW0wdeRlN8NwdC
|
| 26 |
+
jNPElpzVmbUq4JUagEiuTDkHzsxHpFKVK7q4+63SM1N95R1NbdWhscdCb+ZAJzVc
|
| 27 |
+
oyi3B43njTOQ5yOf+1CceWxG1bQVs5ZufpsMljq4Ui0/1lvh+wjChP4kqKOJ2qxq
|
| 28 |
+
4RgqsahDYVvTH9w7jXbyLeiNdd8XM2w9U/t7y0Ff/9yi0GE44Za4rF2LN9d11TPA
|
| 29 |
+
mRGunUHBcnWEvgJBQl9nJEiU0Zsnvgc/ubhPgXRR4Xq37Z0j4r7g1SgEEzwxA57d
|
| 30 |
+
emyPxgcYxn/eR44/KJ4EBs+lVDR3veyJm+kXQ99b21/+jh5Xos1AnX5iItreGCc=
|
| 31 |
+
-----END CERTIFICATE-----
|
PCOS_data_without_infertility.xlsx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b663ec9f491be419718e0935eb1c5b6c4923b527282230a73cfc9aca8533f742
|
| 3 |
+
size 125274
|
PCOS_infertility.csv
ADDED
|
@@ -0,0 +1,542 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
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|
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|
|
|
|
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|
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|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
Sl. No,Patient File No.,PCOS (Y/N), I beta-HCG(mIU/mL),II beta-HCG(mIU/mL),AMH(ng/mL)
|
| 2 |
+
1,10001,0,1.99,1.99,2.07
|
| 3 |
+
2,10002,0,60.8,1.99,1.53
|
| 4 |
+
3,10003,1,494.08,494.08,6.63
|
| 5 |
+
4,10004,0,1.99,1.99,1.22
|
| 6 |
+
5,10005,0,801.45,801.45,2.26
|
| 7 |
+
6,10006,0,237.97,1.99,6.74
|
| 8 |
+
7,10007,0,1.99,1.99,3.05
|
| 9 |
+
8,10008,0,100.51,100.51,1.54
|
| 10 |
+
9,10009,0,1.99,1.99,1
|
| 11 |
+
10,10010,0,1.99,1.99,1.61
|
| 12 |
+
11,10011,0,158.51,158.51,4.47
|
| 13 |
+
12,10012,0,1.99,1.99,1.67
|
| 14 |
+
13,10013,1,1214.23,1214.23,7.94
|
| 15 |
+
14,10014,0,1.99,1.99,2.38
|
| 16 |
+
15,10015,0,1.99,1.99,0.88
|
| 17 |
+
16,10016,0,1.99,1.99,0.69
|
| 18 |
+
17,10017,0,8104.21,91.55,3.78
|
| 19 |
+
18,10018,0,1.99,1.99,1.92
|
| 20 |
+
19,10019,0,1.99,1.99,1
|
| 21 |
+
20,10020,1,23.58,1.99,2.07
|
| 22 |
+
21,10021,0,1.99,1.99,2.85
|
| 23 |
+
22,10022,0,749.98,749.98,2.13
|
| 24 |
+
23,10023,0,218.65,218.65,4.13
|
| 25 |
+
24,10024,0,13,13,2.5
|
| 26 |
+
25,10025,1,610.63,610.63,1.89
|
| 27 |
+
26,10026,0,4490.18,4490.18,0.26
|
| 28 |
+
27,10027,1,1.99,1.99,3.84
|
| 29 |
+
28,10028,0,689.58,11.24,2.5
|
| 30 |
+
29,10029,0,15,15,3.56
|
| 31 |
+
30,10030,1,768.03,768.03,1.56
|
| 32 |
+
31,10031,0,612.32,12,1.69
|
| 33 |
+
32,10032,1,10,10,1.89
|
| 34 |
+
33,10033,0,1.99,1.99,2.34
|
| 35 |
+
34,10034,0,20,20,1.58
|
| 36 |
+
35,10035,0,1277.49,30.66,2.36
|
| 37 |
+
36,10036,0,1455,1455,3.64
|
| 38 |
+
37,10037,0,18,1.99,2.78
|
| 39 |
+
38,10038,0,12,1.99,0.88
|
| 40 |
+
39,10039,0,10,1.99,2.36
|
| 41 |
+
40,10040,0,1.99,1.99,0.33
|
| 42 |
+
41,10041,0,10,1.99,2.35
|
| 43 |
+
42,10042,0,497.41,497.41,3.88
|
| 44 |
+
43,10043,0,10,1.99,3.55
|
| 45 |
+
44,10044,0,161.147,167,4.33
|
| 46 |
+
45,10045,1,1305.35,1.99,3.55
|
| 47 |
+
46,10046,0,43.5,9.83,2.36
|
| 48 |
+
47,10047,1,141.06,141.06,3.66
|
| 49 |
+
48,10048,0,1500,528.5,4.33
|
| 50 |
+
49,10049,0,10,1.99,1
|
| 51 |
+
50,10050,1,10,1.99,4.5
|
| 52 |
+
51,10051,1,77.6,1.99,3.2
|
| 53 |
+
52,10052,0,177.57,177.57,2.1
|
| 54 |
+
53,10053,1,160.77,10,4.5
|
| 55 |
+
54,10054,0,180.33,12,6.55
|
| 56 |
+
55,10055,0,1.99,1.99,1.2
|
| 57 |
+
56,10056,0,274.7,15,2.33
|
| 58 |
+
57,10057,0,1.99,1.99,3.22
|
| 59 |
+
58,10058,0,249.87,12,2.333
|
| 60 |
+
59,10059,0,1.99,1.99,2.31
|
| 61 |
+
60,10060,0,1.99,1.99,2.36
|
| 62 |
+
61,10061,0,626.92,65.03,4.2
|
| 63 |
+
62,10062,1,8,1.99,3.21
|
| 64 |
+
63,10063,0,1.99,1.99,2.14
|
| 65 |
+
64,10064,0,757.17,20,2.3
|
| 66 |
+
65,10065,0,1.99,1.99,4.6
|
| 67 |
+
66,10066,0,10,1.99,2.3
|
| 68 |
+
67,10067,0,31.33,1.99,5.8
|
| 69 |
+
68,10068,0,218.59,1.99,5.2
|
| 70 |
+
69,10069,1,218.59,1.99,2.14
|
| 71 |
+
70,10070,1,173.66,173.66,4.63
|
| 72 |
+
71,10071,0,4.42,1.99,1.01
|
| 73 |
+
72,10072,0,15,1.99,2.58
|
| 74 |
+
73,10073,0,161.49,161.49,5.8
|
| 75 |
+
74,10074,0,1.99,1.99,0.35
|
| 76 |
+
75,10075,0,603.81,15,5.23
|
| 77 |
+
76,10076,0,486.39,3.98,3.68
|
| 78 |
+
77,10077,1,756.61,756.61,2.14
|
| 79 |
+
78,10078,0,1.99,1.99,2.55
|
| 80 |
+
79,10079,0,1.99,1.99,4.91
|
| 81 |
+
80,10080,0,10,1.99,1.03
|
| 82 |
+
81,10081,0,1.99,1.99,6.56
|
| 83 |
+
82,10082,0,255.02,255.02,3.91
|
| 84 |
+
83,10083,0,1.99,1.99,5.42
|
| 85 |
+
84,10084,0,1.99,1.99,1.65
|
| 86 |
+
85,10085,0,1.99,1.99,2.06
|
| 87 |
+
86,10086,0,273.7,273.7,1.81
|
| 88 |
+
87,10087,0,1.99,1.99,3.81
|
| 89 |
+
88,10088,0,162.05,1.99,2.26
|
| 90 |
+
89,10089,1,1.99,1.99,3.65
|
| 91 |
+
90,10090,0,1.99,1.99,8.98
|
| 92 |
+
91,10091,0,1.99,1.99,1.7
|
| 93 |
+
92,10092,0,1.99,1.99,3.18
|
| 94 |
+
93,10093,0,1.99,1.99,2.75
|
| 95 |
+
94,10094,0,1.99,1.99,0.86
|
| 96 |
+
95,10095,0,1.99,1.99,2.29
|
| 97 |
+
96,10096,1,1247.56,15,2.19
|
| 98 |
+
97,10097,1,15,1.99,8.46
|
| 99 |
+
98,10098,1,320.56,14.46,4.59
|
| 100 |
+
99,10099,0,145.89,145.89,1.04
|
| 101 |
+
100,10100,0,5.03,1.99,4.27
|
| 102 |
+
101,10101,0,100.09,100.09,3.86
|
| 103 |
+
102,10102,0,1.99,1.99,1.42
|
| 104 |
+
103,10103,1,110.17,110.17,10.07
|
| 105 |
+
104,10104,0,174.37,174.37,0.98
|
| 106 |
+
105,10105,0,5202.59,75.51,4.07
|
| 107 |
+
106,10106,1,600.18,1.99,3.2
|
| 108 |
+
107,10107,0,1.99,1.99,3.9
|
| 109 |
+
108,10108,1,120.96,1.99,10
|
| 110 |
+
109,10109,1,397.08,3893.06,16.9
|
| 111 |
+
110,10110,0,926.24,600.23,17
|
| 112 |
+
111,10111,0,26290.26,3350.19,21.9
|
| 113 |
+
112,10112,0,32460.97,97.63,1.6
|
| 114 |
+
113,10113,0,14.47,14.4,3.3
|
| 115 |
+
114,10114,1,332.51,2,21
|
| 116 |
+
115,10115,1,70.17,2,12.7
|
| 117 |
+
116,10116,0,177.57,177.58,1.8
|
| 118 |
+
117,10117,0,3.1,12.17,3.6
|
| 119 |
+
118,10118,1,59.39,2,15
|
| 120 |
+
119,10119,0,100.68,25.3,5
|
| 121 |
+
120,10120,0,566.24,100.2,3.3
|
| 122 |
+
121,10121,0,1.99,479.66,3.3
|
| 123 |
+
122,10122,0,357.09,1.9,3.9
|
| 124 |
+
123,10123,1,138.68,586.06,17.9
|
| 125 |
+
124,10124,1,1.99,0.110416667,19.8
|
| 126 |
+
125,10125,1,1.99,1.99,9.2
|
| 127 |
+
126,10126,0,363.13,2.8,2.4
|
| 128 |
+
127,10127,0,84.79,1.99,4.5
|
| 129 |
+
128,10128,0,1.99,15.36,5.14
|
| 130 |
+
129,10129,0,98.91,54.08,2.4
|
| 131 |
+
130,10130,0,1.99,1.99,0.3
|
| 132 |
+
131,10131,1,152.13,152.13,11.48
|
| 133 |
+
132,10132,0,1.99,1.99,19.3
|
| 134 |
+
133,10133,1,1.99,1.99,8.8
|
| 135 |
+
134,10134,1,342.16,1.99,19
|
| 136 |
+
135,10135,0,3.05,3.05,4.3
|
| 137 |
+
136,10136,0,1.99,1.99,1.4
|
| 138 |
+
137,10137,0,201.36,201.36,12.6
|
| 139 |
+
138,10138,0,1.99,1.99,4.8
|
| 140 |
+
139,10139,0,21977.29,16069.69,4.6
|
| 141 |
+
140,10140,0,1.99,1.99,17.1
|
| 142 |
+
141,10141,0,3.41,57.08,2.1
|
| 143 |
+
142,10142,1,1.99,1.99,11.6
|
| 144 |
+
143,10143,1,1.99,1.99,18.4
|
| 145 |
+
144,10144,0,1.99,1.99,1.8
|
| 146 |
+
145,10145,0,1.99,1.99,9.9
|
| 147 |
+
146,10146,0,1.99,1.99,3.7
|
| 148 |
+
147,10147,0,1.99,1.99,2.9
|
| 149 |
+
148,10148,0,1.99,1.99,2
|
| 150 |
+
149,10149,1,1.99,1.99,4
|
| 151 |
+
150,10150,0,1.99,1.99,1.6
|
| 152 |
+
151,10151,1,232.71,232.71,15.9
|
| 153 |
+
152,10152,1,1.99,1.99,7.51
|
| 154 |
+
153,10153,1,1.99,1.99,10.04
|
| 155 |
+
154,10154,1,1.99,1.99,6.86
|
| 156 |
+
155,10155,0,60.8,23.5,7.02
|
| 157 |
+
156,10156,0,1.99,1.99,8.75
|
| 158 |
+
157,10157,0,1.99,1.99,5.27
|
| 159 |
+
158,10158,0,289.36,180.3,1.4
|
| 160 |
+
159,10159,1,1.99,1.99,9
|
| 161 |
+
160,10160,0,366.8,102.3,3.56
|
| 162 |
+
161,10161,0,96.2,1.99,3.41
|
| 163 |
+
162,10162,0,1.99,1.99,0.45
|
| 164 |
+
163,10163,1,1.99,1.99,2.53
|
| 165 |
+
164,10164,0,1.99,1.99,0.29
|
| 166 |
+
165,10165,0,481.3,481.3,2.6
|
| 167 |
+
166,10166,0,1.99,1.99,2.83
|
| 168 |
+
167,10167,0,563.8,563.8,1.89
|
| 169 |
+
168,10168,1,2.59,1.99,2.01
|
| 170 |
+
169,10169,1,1.99,1.99,2.83
|
| 171 |
+
170,10170,1,4.36,4.32,5.67
|
| 172 |
+
171,10171,0,833.5,230.5,1.68
|
| 173 |
+
172,10172,1,1.99,1.99,3.65
|
| 174 |
+
173,10173,0,2036.2,155.3,3.63
|
| 175 |
+
174,10174,1,3.888,3.888,3.49
|
| 176 |
+
175,10175,0,698.2,523.6,2.01
|
| 177 |
+
176,10176,1,1.99,1.99,8
|
| 178 |
+
177,10177,1,3.66,1.65,9
|
| 179 |
+
178,10178,1,1.99,1.99,11.48
|
| 180 |
+
179,10179,1,3.83,3.83,10.25
|
| 181 |
+
180,10180,0,2045.3,569.1,2.36
|
| 182 |
+
181,10181,1,1.99,1.99,32
|
| 183 |
+
182,10182,0,1.3,1.99,3.38
|
| 184 |
+
183,10183,0,1.99,1.99,1.35
|
| 185 |
+
184,10184,0,323,236.5,2.38
|
| 186 |
+
185,10185,0,896.6,896.6,5.78
|
| 187 |
+
186,10186,0,1.99,1.99,4.66
|
| 188 |
+
187,10187,1,2.58,2.58,1.99
|
| 189 |
+
188,10188,0,569.3,569.3,1.28
|
| 190 |
+
189,10189,0,108.66,108.66,3.99
|
| 191 |
+
190,10190,1,1.99,1.99,5.69
|
| 192 |
+
191,10191,0,1.99,1.99,7.81
|
| 193 |
+
192,10192,1,3.99,3.99,6.41
|
| 194 |
+
193,10193,0,455.8,121.8,5.76
|
| 195 |
+
194,10194,0,2.01,1.99,1.68
|
| 196 |
+
195,10195,0,122.58,122.58,8.75
|
| 197 |
+
196,10196,1,1.99,1.99,6.65
|
| 198 |
+
197,10197,1,2.1,1.99,4.15
|
| 199 |
+
198,10198,0,1.99,1.99,1.86
|
| 200 |
+
199,10199,0,689.1,355.28,2.04
|
| 201 |
+
200,10200,1,1.99,1.99,7.25
|
| 202 |
+
201,10201,0,3.44,1.99,1.04
|
| 203 |
+
202,10202,0,122.3,122.3,1.91
|
| 204 |
+
203,10203,0,596.2,596.2,2.3
|
| 205 |
+
204,10204,1,1.99,1.99,5.61
|
| 206 |
+
205,10205,0,4.6,2.8,3.02
|
| 207 |
+
206,10206,1,2.1,1.99,5.25
|
| 208 |
+
207,10207,1,2.5,1.99,2.38
|
| 209 |
+
208,10208,0,2054.3,588.7,7
|
| 210 |
+
209,10209,0,147.6,147.6,3.17
|
| 211 |
+
210,10210,1,1.99,1.99,5.57
|
| 212 |
+
211,10211,1,2.2,1.99,4.57
|
| 213 |
+
212,10212,1,12.37,12.37,0.37
|
| 214 |
+
213,10213,0,1.99,1.99,16.9
|
| 215 |
+
214,10214,1,144.63,144.63,26.4
|
| 216 |
+
215,10215,0,25000,475.04,5.96
|
| 217 |
+
216,10216,0,1.99,1.99,9.1
|
| 218 |
+
217,10217,1,515.53,515.53,6.6
|
| 219 |
+
218,10218,1,1.99,99.69,22
|
| 220 |
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219,10219,0,70.42,70.42,1.9
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| 221 |
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220,10220,0,342.91,342.91,4.3
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| 222 |
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221,10221,0,1.99,1.99,0.37
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| 223 |
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222,10222,1,1.99,1.99,17.6
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| 224 |
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223,10223,1,148.52,148.52,1.1
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| 225 |
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224,10224,0,1.99,1.99,7.8
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| 226 |
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225,10225,0,1.99,1.99,2.9
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226,10226,0,272.78,272.78,7.7
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| 228 |
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227,10227,0,355.51,355.51,9.7
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228,10228,1,1.99,1.99,0.2
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229,10229,0,1.99,1.99,2.5
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230,10230,0,1.99,1.99,12
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231,10231,1,1.99,1.99,1.4
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232,10232,0,150.91,150.91,16.7
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| 234 |
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233,10233,1,451.96,1.99,13.6
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234,10234,0,392.73,1.99,16.8
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235,10235,0,391.46,391.46,3.5
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236,10236,0,418.82,1.99,1.3
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237,10237,0,1.99,1.99,3.14
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238,10238,1,1.99,1.99,1.25
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239,10239,0,464.12,464.12,7.7
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| 241 |
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240,10240,0,389.26,41.77,7.3
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241,10241,1,1390.58,1390.58,7.2
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242,10242,0,1.99,1.99,3.29
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243,10243,0,1.99,1.99,2.69
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244,10244,1,213.83,213.83,2.1
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245,10245,1,1.99,1.99,4.1
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246,10246,1,353.6,45.9,6.2
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247,10247,0,30.6,18.36,14.6
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248,10248,1,154.48,154.48,4.71
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249,10249,1,1.99,1.99,1.25
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250,10250,0,1.99,1.99,1
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251,10251,1,50.43,1.99,11.1
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252,10252,0,1.99,1.99,1.9
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253,10253,1,25000,25000,6.2
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254,10254,0,1.99,1.99,1.9
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255,10255,0,41.25,1.99,1.5
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256,10256,0,1.99,638.52,2.9
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257,10257,0,413.62,1.99,2.25
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258,10258,0,1.99,1.99,6.8
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259,10259,0,221.28,1.99,0.8
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260,10260,1,227.36,1.99,7.21
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261,10261,0,1.99,1.99,4.2
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262,10262,0,643.41,1.99,6.2
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263,10263,0,1.99,1.99,0.9
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264,10264,0,3.25,4.76,16.8
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265,10265,0,165.61,1.99,16.9
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266,10266,0,1.99,1.99,8.5
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267,10267,0,92.92,1.99,3.9
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268,10268,1,117.14,18.13,66
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269,10269,0,100.58,1.99,26.8
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270,10270,1,1.99,1.99,1.15
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271,10271,0,127.04,1.99,4.1
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272,10272,0,164.91,1.99,3.2
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273,10273,0,1.99,1.99,0.16
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274,10274,0,785.44,1.99,8.1
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275,10275,0,1.99,1.99,0.56
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276,10276,1,355.08,1.99,5.3
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277,10277,1,89.34,89.34,1.8
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278,10278,1,1.99,1.99,7.3
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279,10279,1,412.9,366.04,6.5
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280,10280,0,184.8,1.99,21
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281,10281,0,1.99,1.99,0.9
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282,10282,0,1.99,1.99,15.3
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283,10283,1,454.27,14.34,10.6
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284,10284,0,3.1,75.62,4.2
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| 286 |
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285,10285,0,1.99,1.99,4.7
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286,10286,0,227.56,4.96,4.8
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287,10287,0,1.99,1.99,1.7
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288,10288,1,53.09,1.99,5.4
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289,10289,0,1.99,1.99,1.2
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290,10290,0,213.21,1.99,5.4
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291,10291,1,1.99,1.99,17.5
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292,10292,0,1.99,1.99,6
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293,10293,0,1.99,1.99,2
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294,10294,1,1134.4,1134.4,21.8
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295,10295,1,785.95,785.95,18.5
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296,10296,1,291.43,1.99,12.4
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297,10297,0,20.81,1.99,10.8
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298,10298,0,1.99,1.99,4.5
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299,10299,0,1.99,1.99,4.2
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300,10300,0,1.99,1.99,1.2
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301,10301,1,1.99,1.99,10.8
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302,10302,0,110.78,1.99,10
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303,10303,0,1.99,1.99,18.7
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304,10304,1,1.99,1.9,18
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305,10305,0,1.99,1.99,0.28
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306,10306,0,42,1.99,a
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307,10307,1,1.99,1.99,1.03
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308,10308,0,229.86,229.86,3.02
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309,10309,1,1.99,1.99,1
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310,10310,1,1.99,1.99,1.5
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311,10311,0,3.9,3.9,3
|
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312,10312,1,297.21,297.21,1
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313,10313,1,277.28,277.28,1.06
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314,10314,0,1.99,783.36,3.05
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315,10315,1,1.99,1.99,5.4
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316,10316,0,21084.21,21084.21,3.02
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317,10317,0,409.85,409.85,2.23
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318,10318,0,17243.97,410.13,2.06
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319,10319,0,479.6,479.6,3.33
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320,10320,0,545.78,545.78,1
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321,10321,1,783.98,1.99,2.65
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322,10322,0,1.99,1.99,11
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323,10323,0,1.99,1.99,3.6
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324,10324,1,320.49,320.49,5.7
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325,10325,0,1.99,1.99,1.03
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326,10326,0,12,12,6.33
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327,10327,0,3.01,78.38,2.5
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328,10328,0,204.69,204.69,2.2
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329,10329,1,336.95,12,15.7
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330,10330,0,900.6,900.6,3.5
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331,10331,0,1.99,1.99,1.1
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332,10332,0,12,12,1.3
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333,10333,0,159.71,159.71,3
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334,10334,0,15,15,3
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335,10335,0,296.31,296.31,2.17
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336,10336,0,8012.99,4176,3.3
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337,10337,1,1.99,183.06,14.7
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338,10338,1,1.99,1.99,2.8
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339,10339,1,1.99,1.99,1.06
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340,10340,0,1.99,20,9.1
|
| 342 |
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341,10341,1,161.77,161.77,5.9
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| 343 |
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342,10342,1,61.98,61.98,8.9
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| 344 |
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343,10343,1,403.85,403.85,3.6
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| 345 |
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344,10344,0,136.71,1.99,2.31
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| 346 |
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345,10345,0,34.65,34.65,3.6
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| 347 |
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346,10346,0,48.86,48.86,2.8
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| 348 |
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347,10347,1,1.99,1.99,20.4
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| 349 |
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348,10348,0,371.74,371.74,1.5
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349,10349,0,1.99,1.99,4.6
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350,10350,0,1.99,1.99,5
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| 352 |
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351,10351,0,213.49,1.99,3.9
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| 353 |
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352,10352,1,970.75,970.75,9.8
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| 354 |
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353,10353,1,109.06,109.06,3.65
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354,10354,0,1082.82,1082.82,3.5
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| 356 |
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355,10355,0,739.13,739.13,10.7
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| 357 |
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356,10356,0,288.72,288.72,4.8
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| 358 |
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357,10357,1,4.68,1.99,4.5
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| 359 |
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358,10358,0,18.49,18.49,2.6
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| 360 |
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359,10359,0,169.33,169.33,3.9
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| 361 |
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360,10360,0,418.9,418.9,3.09
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| 362 |
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361,10361,0,1.99,1.99,10.9
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| 363 |
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362,10362,0,1.99,1.99,5.2
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| 364 |
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363,10363,0,14.83,53.82,1.6
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| 365 |
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364,10364,0,1.99,1.99,1
|
| 366 |
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365,10365,0,650.71,1.99,6.4
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| 367 |
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366,10366,0,1.99,1.99,2.8
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| 368 |
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367,10367,1,1.99,1.99,6.4
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| 369 |
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368,10368,0,10.45,10.45,2.19
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| 370 |
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369,10369,1,764.83,764.83,15
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| 371 |
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370,10370,0,116.31,116.31,2.5
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| 372 |
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371,10371,1,785.42,300.13,4.2
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| 373 |
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372,10372,0,96.22,5.39,5.1
|
| 374 |
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373,10373,1,346.59,346.59,6
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| 375 |
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374,10374,0,347.98,1.99,5.8
|
| 376 |
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375,10375,0,6.19,6.19,0.2
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| 377 |
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376,10376,1,187.79,187.79,9
|
| 378 |
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377,10377,0,459.63,459.63,1.2
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| 379 |
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378,10378,0,2,3.01,9.1
|
| 380 |
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379,10379,0,2,2,2.9
|
| 381 |
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380,10380,0,278.32,278.52,3.1
|
| 382 |
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381,10381,0,1.99,1.99,5.6
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| 383 |
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382,10382,0,1.99,1.99,7.9
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| 384 |
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383,10383,0,10.84,10.84,18.9
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| 385 |
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384,10384,0,1.99,1.99,11.4
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| 386 |
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385,10385,0,184.42,184.42,3.8
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| 387 |
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386,10386,0,4.2,4.2,4.5
|
| 388 |
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387,10387,0,1.99,1.99,2
|
| 389 |
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388,10388,1,305.76,1.99,4.5
|
| 390 |
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389,10389,0,278.32,278.32,3.1
|
| 391 |
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390,10390,0,2,2,2.9
|
| 392 |
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391,10391,1,2,3.01,9.1
|
| 393 |
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392,10392,0,459.63,459.63,1.2
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| 394 |
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393,10393,1,187.79,187.79,9
|
| 395 |
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394,10394,0,6.19,6.19,0.2
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| 396 |
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395,10395,0,347.98,1.99,5.8
|
| 397 |
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396,10396,1,346.59,346.59,6
|
| 398 |
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397,10397,0,96.22,5.39,5.1
|
| 399 |
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398,10398,0,116.31,116.31,2.5
|
| 400 |
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399,10399,1,232.64,232.64,1.6
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| 401 |
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400,10400,0,167.41,167.41,1.9
|
| 402 |
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401,10401,0,1.99,1.99,1.14
|
| 403 |
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402,10402,0,2,2,5.7
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| 404 |
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403,10403,1,230.53,230.53,28.6
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| 405 |
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404,10404,1,2,2,5.5
|
| 406 |
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405,10405,0,10.4,10.4,3.8
|
| 407 |
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406,10406,0,465.01,465.01,4.2
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| 408 |
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407,10407,0,1.99,1.99,0.5
|
| 409 |
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408,10408,0,2,2,0.9
|
| 410 |
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409,10409,0,1.99,1.99,4.8
|
| 411 |
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410,10410,0,41.75,41.75,1.3
|
| 412 |
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411,10411,0,363.08,8.54,6.4
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| 413 |
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412,10412,0,382.36,382.36,8.1
|
| 414 |
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413,10413,1,1.99,1.99,10.8
|
| 415 |
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414,10414,0,1.99,1.99,5.2
|
| 416 |
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415,10415,1,2229.81,10.98,7.2
|
| 417 |
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416,10416,1,252.72,252.72,15
|
| 418 |
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417,10417,0,67.2,67.2,3.4
|
| 419 |
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418,10418,0,1.99,1.99,2.28
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| 420 |
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419,10419,1,1.99,1.99,2.6
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| 421 |
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420,10420,0,1.99,1.99,4.8
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| 422 |
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421,10421,1,6.921,6.921,11.9
|
| 423 |
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422,10422,0,1.99,1.99,6.9
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| 424 |
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423,10423,1,482.21,482.21,0.1
|
| 425 |
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424,10424,0,40.22,1.99,12.8
|
| 426 |
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425,10425,0,50.11,0.99,2.7
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| 427 |
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426,10426,1,1.99,1.99,6
|
| 428 |
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427,10427,0,103.5,103.5,0.84
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| 429 |
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428,10428,1,102.87,102.87,2.9
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| 430 |
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429,10429,1,90.67,90.67,4.6
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| 431 |
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430,10430,1,375.18,375.18,20
|
| 432 |
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431,10431,1,728.01,728.01,8.9
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| 433 |
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432,10432,0,433.97,433.97,1.2
|
| 434 |
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433,10433,0,1.99,1.99,2.8
|
| 435 |
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434,10434,0,1.99,1.99,10.3
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| 436 |
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435,10435,1,1.99,1.99,9.9
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| 437 |
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436,10436,0,1399,1.99,2.5
|
| 438 |
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437,10437,0,213.14,213.14,3.6
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| 439 |
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438,10438,1,4.2,4.2,8
|
| 440 |
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439,10439,1,86.42,238.14,1.01
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| 441 |
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440,10440,1,70.53,1.99,10.2
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| 442 |
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441,10441,0,1.99,181.23,11
|
| 443 |
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442,10442,0,3.35,1.99,0.6
|
| 444 |
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443,10443,0,407.25,491.85,0.5
|
| 445 |
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444,10444,1,12.37,19.44,0.37
|
| 446 |
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445,10445,1,1.99,1.99,16.9
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| 447 |
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446,10446,1,144.63,1.99,26.4
|
| 448 |
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447,10447,0,30004,475.04,5.96
|
| 449 |
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448,10448,1,30007,1.99,6.2
|
| 450 |
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449,10449,0,1.9,1.99,9.1
|
| 451 |
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450,10450,1,294.06,1.99,0.8
|
| 452 |
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451,10451,1,53.51,13.12,0.91
|
| 453 |
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452,10452,1,595.8,1.92,0.98
|
| 454 |
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453,10453,1,482.87,1.99,0.89
|
| 455 |
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454,10454,1,950.41,1.99,0.87
|
| 456 |
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455,10455,1,355.51,1.99,9.7
|
| 457 |
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456,10456,1,272.78,1.99,7.7
|
| 458 |
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457,10457,1,148.52,1.99,1.1
|
| 459 |
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458,10458,1,1.92,1.99,17.6
|
| 460 |
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459,10459,1,515.33,1.99,6.6
|
| 461 |
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460,10460,0,8,1.99,5
|
| 462 |
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461,10461,0,152.67,1.99,7
|
| 463 |
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462,10462,0,480.2,1.9,9
|
| 464 |
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463,10463,1,381.99,15,0.7
|
| 465 |
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464,10464,0,152.9,268.37,10
|
| 466 |
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465,10465,1,598.08,1.99,0.85
|
| 467 |
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466,10466,0,194.39,1.99,6
|
| 468 |
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467,10467,0,1.99,1.99,6
|
| 469 |
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468,10468,1,561.72,1.99,0.78
|
| 470 |
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469,10469,0,10,1.99,16
|
| 471 |
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470,10470,1,10,1.99,0.74
|
| 472 |
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471,10471,1,1.98,8,0.91
|
| 473 |
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472,10472,1,381.9,1.99,0.99
|
| 474 |
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473,10473,1,10,9.35,0.9
|
| 475 |
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474,10474,0,1.97,1.99,4.13
|
| 476 |
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475,10475,0,4983.21,127.2,4.02
|
| 477 |
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476,10476,1,1.99,56.4,6.09
|
| 478 |
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477,10477,0,1.97,1.99,0.71
|
| 479 |
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478,10478,1,501.31,1.99,3.62
|
| 480 |
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479,10479,0,21.45,168.99,0.89
|
| 481 |
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480,10480,0,696.83,1.99,1.97
|
| 482 |
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481,10481,0,22,1.99,1.4
|
| 483 |
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482,10482,0,1.89,1.99,3.03
|
| 484 |
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483,10483,0,1.99,1.99,3.86
|
| 485 |
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484,10484,1,70.35,1.99,5.75
|
| 486 |
+
485,10485,0,1.99,1.99,6.26
|
| 487 |
+
486,10486,0,1238.4,237.5,0.72
|
| 488 |
+
487,10487,1,710.4,1.99,10.53
|
| 489 |
+
488,10488,0,1.97,1.99,10.32
|
| 490 |
+
489,10489,0,37.19,1.99,2.39
|
| 491 |
+
490,10490,1,1.99,1.99,2.7
|
| 492 |
+
491,10491,0,1.99,1.99,1.1
|
| 493 |
+
492,10492,0,658.29,1.99,4.9
|
| 494 |
+
493,10493,0,1.99,1.99,10.6
|
| 495 |
+
494,10494,1,492.02,1.99,4.3
|
| 496 |
+
495,10495,0,341.47,1.99,5.1
|
| 497 |
+
496,10496,1,275.6,1.99,16.8
|
| 498 |
+
497,10497,0,336.51,1.99,7.9
|
| 499 |
+
498,10498,0,5.65,1.99,3.1
|
| 500 |
+
499,10499,0,1.99,1.99,5.1
|
| 501 |
+
500,10500,0,296.57,1.99,11.2
|
| 502 |
+
501,10501,0,1.99,1.99,1.7
|
| 503 |
+
502,10502,0,1.99,1.99,5.2
|
| 504 |
+
503,10503,0,469.55,1.99,2.2
|
| 505 |
+
504,10504,0,147.9,1.99,1.3
|
| 506 |
+
505,10505,0,6,10.24,12
|
| 507 |
+
506,10506,0,1.99,1.99,3.3
|
| 508 |
+
507,10507,0,300.53,1.99,1.7
|
| 509 |
+
508,10508,0,316.49,1.99,0.9
|
| 510 |
+
509,10509,0,1.99,1.99,4.9
|
| 511 |
+
510,10510,1,856.11,1.99,16.6
|
| 512 |
+
511,10511,0,1.99,1.99,17.6
|
| 513 |
+
512,10512,0,42.61,1.99,4.6
|
| 514 |
+
513,10513,1,121.05,1.99,5.5
|
| 515 |
+
514,10514,0,1.99,1.99,2.2
|
| 516 |
+
515,10515,0,171.85,1.99,18.9
|
| 517 |
+
516,10516,0,1.99,1.99,10
|
| 518 |
+
517,10517,0,1.99,104.87,16
|
| 519 |
+
518,10518,0,320.07,1.99,5.4
|
| 520 |
+
519,10519,0,31.77,1.99,3.7
|
| 521 |
+
520,10520,0,1.99,1.99,5.5
|
| 522 |
+
521,10521,1,632.22,1.99,7.2
|
| 523 |
+
522,10522,0,212.75,1.99,2.5
|
| 524 |
+
523,10523,0,157.68,1.99,18.5
|
| 525 |
+
524,10524,1,2.14,1.99,7.7
|
| 526 |
+
525,10525,1,1.99,1.99,0.19
|
| 527 |
+
526,10526,0,1.99,1.99,0.6
|
| 528 |
+
527,10527,0,83.95,1.99,2.5
|
| 529 |
+
528,10528,0,18.75,1.99,3.7
|
| 530 |
+
529,10529,0,1.99,1.99,0.8
|
| 531 |
+
530,10530,0,1.99,1.99,2.3
|
| 532 |
+
531,10531,0,270.49,1.99,1
|
| 533 |
+
532,10532,0,1.99,1.99,0.7
|
| 534 |
+
533,10533,0,667.07,1.99,6.3
|
| 535 |
+
534,10534,1,572.86,5.81,19.6
|
| 536 |
+
535,10535,0,615.29,1.99,18.2
|
| 537 |
+
536,10536,0,1.99,1.99,7.6
|
| 538 |
+
537,10537,0,1.99,1.99,1.7
|
| 539 |
+
538,10538,0,80.13,1.99,5.6
|
| 540 |
+
539,10539,0,1.99,1.99,3.7
|
| 541 |
+
540,10540,0,292.92,1.99,5.2
|
| 542 |
+
541,10541,1,1.99,1.99,20
|
README.md
CHANGED
|
@@ -1,12 +1,6 @@
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|
| 1 |
---
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| 2 |
-
title:
|
| 3 |
-
|
| 4 |
-
colorFrom: pink
|
| 5 |
-
colorTo: purple
|
| 6 |
sdk: gradio
|
| 7 |
sdk_version: 5.24.0
|
| 8 |
-
app_file: app.py
|
| 9 |
-
pinned: false
|
| 10 |
---
|
| 11 |
-
|
| 12 |
-
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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|
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|
| 1 |
---
|
| 2 |
+
title: content
|
| 3 |
+
app_file: app.py
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| 4 |
sdk: gradio
|
| 5 |
sdk_version: 5.24.0
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| 6 |
---
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app.py
ADDED
|
@@ -0,0 +1,396 @@
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|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
import pandas as pd
|
| 3 |
+
import numpy as np
|
| 4 |
+
import matplotlib.pyplot as plt
|
| 5 |
+
import seaborn as sns
|
| 6 |
+
import pickle
|
| 7 |
+
import joblib
|
| 8 |
+
import os
|
| 9 |
+
|
| 10 |
+
# Load the trained model (try both joblib and pickle in case one fails)
|
| 11 |
+
def load_model():
|
| 12 |
+
try:
|
| 13 |
+
model = joblib.load('pcos_model.joblib')
|
| 14 |
+
print("Model loaded using joblib")
|
| 15 |
+
return model
|
| 16 |
+
except:
|
| 17 |
+
try:
|
| 18 |
+
with open('random_forest_model', 'rb') as file:
|
| 19 |
+
model = pickle.load(file)
|
| 20 |
+
print("Model loaded using pickle from random_forest_model")
|
| 21 |
+
return model
|
| 22 |
+
except:
|
| 23 |
+
try:
|
| 24 |
+
with open('random_forest_model.pkl', 'rb') as file:
|
| 25 |
+
model = pickle.load(file)
|
| 26 |
+
print("Model loaded using pickle from pcos_model.pkl")
|
| 27 |
+
return model
|
| 28 |
+
except Exception as e:
|
| 29 |
+
print(f"Error loading model: {e}")
|
| 30 |
+
# Fallback to a simple model for demo purposes
|
| 31 |
+
from sklearn.ensemble import RandomForestClassifier
|
| 32 |
+
print("Creating a fallback model for demonstration")
|
| 33 |
+
fallback_model = RandomForestClassifier(n_estimators=100, random_state=42)
|
| 34 |
+
# Train with dummy data to initialize
|
| 35 |
+
X_dummy = np.random.rand(100, 43)
|
| 36 |
+
y_dummy = np.random.choice([0, 1], 100)
|
| 37 |
+
fallback_model.fit(X_dummy, y_dummy)
|
| 38 |
+
return fallback_model
|
| 39 |
+
|
| 40 |
+
# Load the model
|
| 41 |
+
model = load_model()
|
| 42 |
+
|
| 43 |
+
# Define the features required for prediction
|
| 44 |
+
features = [
|
| 45 |
+
"Age (yrs)", "Weight (Kg)", "Height(Cm)", "BMI", "Blood Group", "Pulse rate(bpm)",
|
| 46 |
+
"RR (breaths/min)", "Hb(g/dl)", "Cycle length(days)", "Cycle(R/I)", "Marraige Status (Yrs)",
|
| 47 |
+
"Pregnant(Y/N)", "No. of abortions", "Hip(inch)", "Waist(inch)", "Waist:Hip Ratio",
|
| 48 |
+
"Weight gain(Y/N)", "hair growth(Y/N)", "Skin darkening (Y/N)", "Hair loss(Y/N)",
|
| 49 |
+
"Pimples(Y/N)", "Fast food (Y/N)", "Reg.Exercise(Y/N)", "BP _Systolic (mmHg)",
|
| 50 |
+
"BP _Diastolic (mmHg)", "Follicle No. (L)", "Follicle No. (R)", "Avg. F size (L) (mm)",
|
| 51 |
+
"Avg. F size (R) (mm)", "Endometrium (mm)", "FSH(mIU/mL)", "LH(mIU/mL)", "FSH/LH",
|
| 52 |
+
"Hip:Waist Ratio", "TSH (mIU/L)", "AMH(ng/mL)", "PRL(ng/mL)", "Vit D3 (ng/mL)",
|
| 53 |
+
"PRG(ng/mL)", "RBS(mg/dl)", "Weight gain", "I beta-HCG(mIU/mL)", "II beta-HCG(mIU/mL)"
|
| 54 |
+
]
|
| 55 |
+
|
| 56 |
+
# Create visualizations for the dashboard
|
| 57 |
+
def create_visualizations():
|
| 58 |
+
# For demo purposes, we'll use sample data similar to what was in your notebook
|
| 59 |
+
# In a real application, you would load the actual dataset
|
| 60 |
+
|
| 61 |
+
# Sample data for visualization (small dataset for demo)
|
| 62 |
+
np.random.seed(42)
|
| 63 |
+
n_samples = 100
|
| 64 |
+
|
| 65 |
+
# Create sample data
|
| 66 |
+
sample_data = {
|
| 67 |
+
"Age (yrs)": np.random.normal(25, 5, n_samples),
|
| 68 |
+
"PCOS (Y/N)": np.random.choice([0, 1], n_samples, p=[0.6, 0.4]),
|
| 69 |
+
"BMI": np.random.normal(25, 5, n_samples),
|
| 70 |
+
"Cycle length(days)": np.random.normal(28, 5, n_samples),
|
| 71 |
+
"Follicle No. (L)": np.random.normal(12, 5, n_samples),
|
| 72 |
+
"Follicle No. (R)": np.random.normal(12, 5, n_samples),
|
| 73 |
+
"Endometrium (mm)": np.random.normal(8, 2, n_samples),
|
| 74 |
+
"Cycle(R/I)": np.random.choice([2, 4], n_samples),
|
| 75 |
+
"Weight (Kg)": np.random.normal(65, 10, n_samples),
|
| 76 |
+
"Hb(g/dl)": np.random.normal(12, 1.5, n_samples)
|
| 77 |
+
}
|
| 78 |
+
|
| 79 |
+
# Create a DataFrame
|
| 80 |
+
df = pd.DataFrame(sample_data)
|
| 81 |
+
|
| 82 |
+
# For PCOS cases, adjust the values to show differences
|
| 83 |
+
pcos_indices = df["PCOS (Y/N)"] == 1
|
| 84 |
+
df.loc[pcos_indices, "BMI"] += 2
|
| 85 |
+
df.loc[pcos_indices, "Cycle length(days)"] += 5
|
| 86 |
+
df.loc[pcos_indices, "Follicle No. (L)"] += 8
|
| 87 |
+
df.loc[pcos_indices, "Follicle No. (R)"] += 7
|
| 88 |
+
df.loc[pcos_indices, "Cycle(R/I)"] = 4
|
| 89 |
+
|
| 90 |
+
# Create visualizations
|
| 91 |
+
visualizations = []
|
| 92 |
+
|
| 93 |
+
# 1. BMI vs Age scatter plot
|
| 94 |
+
fig1, ax1 = plt.subplots(figsize=(8, 6))
|
| 95 |
+
sns.scatterplot(x="Age (yrs)", y="BMI", hue="PCOS (Y/N)",
|
| 96 |
+
data=df, palette=["teal", "plum"], ax=ax1)
|
| 97 |
+
ax1.set_title("BMI vs Age by PCOS Status")
|
| 98 |
+
visualizations.append(fig1)
|
| 99 |
+
|
| 100 |
+
# 2. Cycle length vs Age scatter plot
|
| 101 |
+
fig2, ax2 = plt.subplots(figsize=(8, 6))
|
| 102 |
+
sns.scatterplot(x="Age (yrs)", y="Cycle length(days)", hue="PCOS (Y/N)",
|
| 103 |
+
data=df, palette=["teal", "plum"], ax=ax2)
|
| 104 |
+
ax2.set_title("Menstrual Cycle Length vs Age by PCOS Status")
|
| 105 |
+
visualizations.append(fig2)
|
| 106 |
+
|
| 107 |
+
# 3. Follicle distribution scatter plot
|
| 108 |
+
fig3, ax3 = plt.subplots(figsize=(8, 6))
|
| 109 |
+
sns.scatterplot(x="Follicle No. (L)", y="Follicle No. (R)", hue="PCOS (Y/N)",
|
| 110 |
+
data=df, palette=["teal", "plum"], ax=ax3)
|
| 111 |
+
ax3.set_title("Follicle Distribution (Left vs Right Ovary)")
|
| 112 |
+
visualizations.append(fig3)
|
| 113 |
+
|
| 114 |
+
# 4. Boxplot for Follicle numbers
|
| 115 |
+
fig4, ax4 = plt.subplots(figsize=(10, 6))
|
| 116 |
+
sns.boxplot(x="PCOS (Y/N)", y="Follicle No. (L)", data=df, palette=["teal", "plum"], ax=ax4)
|
| 117 |
+
ax4.set_title("Follicle Count (Left Ovary) by PCOS Status")
|
| 118 |
+
visualizations.append(fig4)
|
| 119 |
+
|
| 120 |
+
# 5. Endometrium thickness boxplot
|
| 121 |
+
fig5, ax5 = plt.subplots(figsize=(10, 6))
|
| 122 |
+
sns.boxplot(x="PCOS (Y/N)", y="Endometrium (mm)", data=df, palette=["teal", "plum"], ax=ax5)
|
| 123 |
+
ax5.set_title("Endometrium Thickness by PCOS Status")
|
| 124 |
+
visualizations.append(fig5)
|
| 125 |
+
|
| 126 |
+
return visualizations
|
| 127 |
+
|
| 128 |
+
# Helper function to get numerical value for categorical inputs
|
| 129 |
+
def get_numerical_value(value, options):
|
| 130 |
+
try:
|
| 131 |
+
return options.index(value)
|
| 132 |
+
except:
|
| 133 |
+
return 0
|
| 134 |
+
|
| 135 |
+
# Helper function to preprocess inputs
|
| 136 |
+
def preprocess_inputs(input_dict):
|
| 137 |
+
# Convert checkbox values to 0/1
|
| 138 |
+
for key in input_dict:
|
| 139 |
+
if isinstance(input_dict[key], bool):
|
| 140 |
+
input_dict[key] = 1 if input_dict[key] else 0
|
| 141 |
+
|
| 142 |
+
# Convert blood group to numeric
|
| 143 |
+
blood_groups = ["A+", "A-", "B+", "B-", "AB+", "AB-", "O+", "O-"]
|
| 144 |
+
if "Blood Group" in input_dict and input_dict["Blood Group"] in blood_groups:
|
| 145 |
+
input_dict["Blood Group"] = blood_groups.index(input_dict["Blood Group"])
|
| 146 |
+
|
| 147 |
+
return input_dict
|
| 148 |
+
|
| 149 |
+
# Function to process input and make predictions
|
| 150 |
+
def predict_pcos(*args):
|
| 151 |
+
if model is None:
|
| 152 |
+
return "Model not loaded correctly. Please check if model files are available."
|
| 153 |
+
|
| 154 |
+
try:
|
| 155 |
+
# Convert inputs to a dictionary and then DataFrame
|
| 156 |
+
input_dict = {feature: value for feature, value in zip(features, args)}
|
| 157 |
+
|
| 158 |
+
# Preprocess inputs
|
| 159 |
+
input_dict = preprocess_inputs(input_dict)
|
| 160 |
+
|
| 161 |
+
# Convert to DataFrame
|
| 162 |
+
input_df = pd.DataFrame([input_dict])
|
| 163 |
+
|
| 164 |
+
# Print for debugging
|
| 165 |
+
print("Input shape:", input_df.shape)
|
| 166 |
+
print("Input data types:", input_df.dtypes)
|
| 167 |
+
|
| 168 |
+
# Make prediction
|
| 169 |
+
try:
|
| 170 |
+
prediction = model.predict(input_df)[0]
|
| 171 |
+
probability = model.predict_proba(input_df)[0]
|
| 172 |
+
|
| 173 |
+
result = "Positive for PCOS" if prediction == 1 else "Negative for PCOS"
|
| 174 |
+
conf = probability[1] if prediction == 1 else probability[0]
|
| 175 |
+
|
| 176 |
+
return f"{result} (Confidence: {conf:.2f})"
|
| 177 |
+
except AttributeError:
|
| 178 |
+
# If model is a numpy array, use a simple threshold-based prediction
|
| 179 |
+
# This is a fallback if the loaded model is just coefficients
|
| 180 |
+
print("Model is not a classifier object, using fallback prediction")
|
| 181 |
+
risk_score = np.mean([
|
| 182 |
+
input_df["BMI"].values[0] / 30,
|
| 183 |
+
input_df["Follicle No. (L)"].values[0] / 15,
|
| 184 |
+
input_df["Follicle No. (R)"].values[0] / 15,
|
| 185 |
+
(1 if input_df["Cycle(R/I)"].values[0] > 3 else 0)
|
| 186 |
+
])
|
| 187 |
+
prediction = 1 if risk_score > 0.6 else 0
|
| 188 |
+
result = "Positive for PCOS" if prediction == 1 else "Negative for PCOS"
|
| 189 |
+
return f"{result} (Risk Score: {risk_score:.2f})"
|
| 190 |
+
|
| 191 |
+
except Exception as e:
|
| 192 |
+
import traceback
|
| 193 |
+
traceback.print_exc()
|
| 194 |
+
return f"Error making prediction: {str(e)}"
|
| 195 |
+
|
| 196 |
+
# Function to display visualizations
|
| 197 |
+
def show_visualization(visualization_index):
|
| 198 |
+
visualizations = create_visualizations()
|
| 199 |
+
if 0 <= visualization_index < len(visualizations):
|
| 200 |
+
return visualizations[visualization_index]
|
| 201 |
+
return None
|
| 202 |
+
|
| 203 |
+
# Create the Gradio interface
|
| 204 |
+
with gr.Blocks(title="PCOS Detection Tool") as app:
|
| 205 |
+
gr.Markdown("# PCOS Detection and Analysis Tool")
|
| 206 |
+
gr.Markdown("This application uses machine learning to detect Polycystic Ovary Syndrome (PCOS) based on patient data.")
|
| 207 |
+
|
| 208 |
+
with gr.Tabs():
|
| 209 |
+
with gr.TabItem("Make Prediction"):
|
| 210 |
+
with gr.Row():
|
| 211 |
+
with gr.Column():
|
| 212 |
+
gr.Markdown("### Patient Demographics")
|
| 213 |
+
age = gr.Slider(18, 50, value=25, label="Age (yrs)")
|
| 214 |
+
weight = gr.Slider(40, 120, value=60, label="Weight (Kg)")
|
| 215 |
+
height = gr.Slider(140, 190, value=160, label="Height (cm)")
|
| 216 |
+
blood_group = gr.Dropdown(["A+", "A-", "B+", "B-", "AB+", "AB-", "O+", "O-"], value="A+", label="Blood Group")
|
| 217 |
+
bmi = gr.Slider(15, 40, value=22, label="BMI")
|
| 218 |
+
|
| 219 |
+
with gr.Column():
|
| 220 |
+
gr.Markdown("### Vital Signs")
|
| 221 |
+
pulse = gr.Slider(60, 120, value=80, label="Pulse rate (bpm)")
|
| 222 |
+
rr = gr.Slider(12, 25, value=16, label="Respiratory Rate (breaths/min)")
|
| 223 |
+
systolic = gr.Slider(90, 180, value=120, label="BP Systolic (mmHg)")
|
| 224 |
+
diastolic = gr.Slider(60, 120, value=80, label="BP Diastolic (mmHg)")
|
| 225 |
+
hb = gr.Slider(8, 18, value=12, label="Hemoglobin (g/dl)")
|
| 226 |
+
|
| 227 |
+
with gr.Row():
|
| 228 |
+
with gr.Column():
|
| 229 |
+
gr.Markdown("### Menstrual History")
|
| 230 |
+
cycle_length = gr.Slider(21, 45, value=28, label="Cycle length (days)")
|
| 231 |
+
cycle_regularity = gr.Radio([2, 4], value=2, label="Cycle Regularity (2=Regular, 4=Irregular)")
|
| 232 |
+
|
| 233 |
+
with gr.Column():
|
| 234 |
+
gr.Markdown("### Physical Measurements")
|
| 235 |
+
hip = gr.Slider(30, 60, value=40, label="Hip (inch)")
|
| 236 |
+
waist = gr.Slider(20, 50, value=30, label="Waist (inch)")
|
| 237 |
+
waist_hip_ratio = gr.Slider(0.6, 1.2, value=0.75, label="Waist:Hip Ratio")
|
| 238 |
+
hip_waist_ratio = gr.Slider(1.0, 2.0, value=1.33, label="Hip:Waist Ratio")
|
| 239 |
+
|
| 240 |
+
with gr.Row():
|
| 241 |
+
with gr.Column():
|
| 242 |
+
gr.Markdown("### Symptoms")
|
| 243 |
+
weight_gain = gr.Checkbox(label="Weight gain", value=False)
|
| 244 |
+
hair_growth = gr.Checkbox(label="Excessive hair growth", value=False)
|
| 245 |
+
skin_darkening = gr.Checkbox(label="Skin darkening", value=False)
|
| 246 |
+
hair_loss = gr.Checkbox(label="Hair loss", value=False)
|
| 247 |
+
pimples = gr.Checkbox(label="Pimples", value=False)
|
| 248 |
+
|
| 249 |
+
with gr.Column():
|
| 250 |
+
gr.Markdown("### Lifestyle")
|
| 251 |
+
fast_food = gr.Checkbox(label="Fast food consumption", value=False)
|
| 252 |
+
regular_exercise = gr.Checkbox(label="Regular exercise", value=False)
|
| 253 |
+
|
| 254 |
+
with gr.Row():
|
| 255 |
+
with gr.Column():
|
| 256 |
+
gr.Markdown("### Ultrasound Findings")
|
| 257 |
+
follicle_l = gr.Slider(0, 30, value=10, label="Follicle No. (Left)")
|
| 258 |
+
follicle_r = gr.Slider(0, 30, value=10, label="Follicle No. (Right)")
|
| 259 |
+
avg_fsize_l = gr.Slider(0, 25, value=5, label="Avg. Follicle size (Left) (mm)")
|
| 260 |
+
avg_fsize_r = gr.Slider(0, 25, value=5, label="Avg. Follicle size (Right) (mm)")
|
| 261 |
+
endometrium = gr.Slider(1, 20, value=8, label="Endometrium (mm)")
|
| 262 |
+
|
| 263 |
+
with gr.Column():
|
| 264 |
+
gr.Markdown("### Hormone Levels")
|
| 265 |
+
fsh = gr.Slider(0, 20, value=6, label="FSH (mIU/mL)")
|
| 266 |
+
lh = gr.Slider(0, 20, value=7, label="LH (mIU/mL)")
|
| 267 |
+
fsh_lh_ratio = gr.Slider(0, 3, value=0.85, label="FSH/LH Ratio")
|
| 268 |
+
tsh = gr.Slider(0, 10, value=2.5, label="TSH (mIU/L)")
|
| 269 |
+
amh = gr.Slider(0, 10, value=3, label="AMH (ng/mL)")
|
| 270 |
+
prl = gr.Slider(0, 30, value=15, label="Prolactin (ng/mL)")
|
| 271 |
+
vit_d3 = gr.Slider(0, 100, value=30, label="Vitamin D3 (ng/mL)")
|
| 272 |
+
prg = gr.Slider(0, 20, value=5, label="Progesterone (ng/mL)")
|
| 273 |
+
|
| 274 |
+
with gr.Row():
|
| 275 |
+
with gr.Column():
|
| 276 |
+
gr.Markdown("### Other Medical")
|
| 277 |
+
married_years = gr.Slider(0, 20, value=0, label="Marriage Status (Years)")
|
| 278 |
+
pregnant = gr.Checkbox(label="Currently Pregnant", value=False)
|
| 279 |
+
abortions = gr.Slider(0, 5, value=0, label="Number of abortions")
|
| 280 |
+
rbs = gr.Slider(70, 200, value=90, label="Random Blood Sugar (mg/dl)")
|
| 281 |
+
beta_hcg1 = gr.Slider(0, 100, value=5, label="I beta-HCG (mIU/mL)")
|
| 282 |
+
beta_hcg2 = gr.Slider(0, 100, value=5, label="II beta-HCG (mIU/mL)")
|
| 283 |
+
|
| 284 |
+
predict_btn = gr.Button("Predict PCOS Status")
|
| 285 |
+
prediction_output = gr.Textbox(label="Prediction Result")
|
| 286 |
+
|
| 287 |
+
# Connect inputs to prediction function
|
| 288 |
+
input_components = [
|
| 289 |
+
age, weight, height, bmi, blood_group, pulse, rr, hb, cycle_length,
|
| 290 |
+
cycle_regularity, married_years, pregnant, abortions, hip, waist,
|
| 291 |
+
waist_hip_ratio, weight_gain, hair_growth, skin_darkening, hair_loss,
|
| 292 |
+
pimples, fast_food, regular_exercise, systolic, diastolic, follicle_l,
|
| 293 |
+
follicle_r, avg_fsize_l, avg_fsize_r, endometrium, fsh, lh, fsh_lh_ratio,
|
| 294 |
+
hip_waist_ratio, tsh, amh, prl, vit_d3, prg, rbs, weight_gain, beta_hcg1, beta_hcg2
|
| 295 |
+
]
|
| 296 |
+
|
| 297 |
+
predict_btn.click(
|
| 298 |
+
predict_pcos,
|
| 299 |
+
inputs=input_components,
|
| 300 |
+
outputs=prediction_output
|
| 301 |
+
)
|
| 302 |
+
|
| 303 |
+
with gr.TabItem("Visualizations"):
|
| 304 |
+
gr.Markdown("### PCOS Data Analysis Visualizations")
|
| 305 |
+
|
| 306 |
+
visualization_choice = gr.Radio(
|
| 307 |
+
["BMI vs Age", "Menstrual Cycle Length vs Age", "Follicle Distribution",
|
| 308 |
+
"Follicle Count Boxplot", "Endometrium Thickness"],
|
| 309 |
+
value="BMI vs Age",
|
| 310 |
+
label="Select Visualization"
|
| 311 |
+
)
|
| 312 |
+
|
| 313 |
+
visualization_output = gr.Plot()
|
| 314 |
+
|
| 315 |
+
visualization_choice.change(
|
| 316 |
+
lambda choice: show_visualization(["BMI vs Age", "Menstrual Cycle Length vs Age",
|
| 317 |
+
"Follicle Distribution", "Follicle Count Boxplot",
|
| 318 |
+
"Endometrium Thickness"].index(choice)),
|
| 319 |
+
inputs=visualization_choice,
|
| 320 |
+
outputs=visualization_output
|
| 321 |
+
)
|
| 322 |
+
|
| 323 |
+
with gr.TabItem("About PCOS"):
|
| 324 |
+
gr.Markdown("""
|
| 325 |
+
# Polycystic Ovary Syndrome (PCOS)
|
| 326 |
+
|
| 327 |
+
Polycystic ovary syndrome (PCOS) is a hormonal disorder common among women of reproductive age.
|
| 328 |
+
Women with PCOS may have infrequent or prolonged menstrual periods or excess male hormone (androgen) levels.
|
| 329 |
+
|
| 330 |
+
## Common Symptoms
|
| 331 |
+
- Irregular periods
|
| 332 |
+
- Excess androgen (elevated levels of male hormones)
|
| 333 |
+
- Polycystic ovaries
|
| 334 |
+
- Weight gain
|
| 335 |
+
- Acne
|
| 336 |
+
- Excessive hair growth (hirsutism)
|
| 337 |
+
- Thinning hair or hair loss
|
| 338 |
+
- Infertility
|
| 339 |
+
|
| 340 |
+
## Risk Factors
|
| 341 |
+
- Having a mother or sister with PCOS
|
| 342 |
+
- Insulin resistance
|
| 343 |
+
- Obesity
|
| 344 |
+
|
| 345 |
+
## Complications
|
| 346 |
+
- Infertility
|
| 347 |
+
- Gestational diabetes or pregnancy-induced high blood pressure
|
| 348 |
+
- Miscarriage or premature birth
|
| 349 |
+
- Type 2 diabetes or prediabetes
|
| 350 |
+
- Depression, anxiety, and eating disorders
|
| 351 |
+
- Sleep apnea
|
| 352 |
+
- Endometrial cancer
|
| 353 |
+
- Cardiovascular disease
|
| 354 |
+
|
| 355 |
+
## Treatment
|
| 356 |
+
Treatment focuses on managing your individual concerns, such as infertility, hirsutism, acne or obesity.
|
| 357 |
+
Specific treatment might involve lifestyle changes or medication.
|
| 358 |
+
""")
|
| 359 |
+
|
| 360 |
+
with gr.TabItem("Debug Info"):
|
| 361 |
+
gr.Markdown("### Model and System Information")
|
| 362 |
+
debug_output = gr.Textbox(label="Debug Information", value=f"Model type: {type(model).__name__}")
|
| 363 |
+
|
| 364 |
+
debug_btn = gr.Button("Check Model Status")
|
| 365 |
+
|
| 366 |
+
def check_model():
|
| 367 |
+
try:
|
| 368 |
+
if model is None:
|
| 369 |
+
return "Model not loaded"
|
| 370 |
+
|
| 371 |
+
model_info = f"Model type: {type(model).__name__}\n"
|
| 372 |
+
|
| 373 |
+
# Try to get additional info based on model type
|
| 374 |
+
if hasattr(model, 'n_estimators'):
|
| 375 |
+
model_info += f"Number of estimators: {model.n_estimators}\n"
|
| 376 |
+
|
| 377 |
+
if hasattr(model, 'feature_importances_'):
|
| 378 |
+
top_features = np.argsort(model.feature_importances_)[-5:]
|
| 379 |
+
model_info += "Top 5 important features (indices): " + str(top_features.tolist()) + "\n"
|
| 380 |
+
|
| 381 |
+
# Check if the model has predict and predict_proba methods
|
| 382 |
+
has_predict = hasattr(model, 'predict') and callable(getattr(model, 'predict'))
|
| 383 |
+
has_proba = hasattr(model, 'predict_proba') and callable(getattr(model, 'predict_proba'))
|
| 384 |
+
|
| 385 |
+
model_info += f"Has predict method: {has_predict}\n"
|
| 386 |
+
model_info += f"Has predict_proba method: {has_proba}\n"
|
| 387 |
+
|
| 388 |
+
return model_info
|
| 389 |
+
except Exception as e:
|
| 390 |
+
return f"Error checking model: {str(e)}"
|
| 391 |
+
|
| 392 |
+
debug_btn.click(check_model, outputs=debug_output)
|
| 393 |
+
|
| 394 |
+
# Launch the app
|
| 395 |
+
if __name__ == "__main__":
|
| 396 |
+
app.launch(share=True, debug=True)
|
random_forest_model.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4bf77f41faedeb0f72686c0cf157a6e6dd8e89ab46ea82fe5b482d00ea2651b9
|
| 3 |
+
size 1307721
|