Azure:如何使用tensorflow部署函数应用程序
Azure:如何使用tensorflow部署函数应用程序
提问于 2022-09-12 23:16:34
我正在尝试将微软的TensorFlow示例部署到azure (它在本地工作)。我所做的唯一改变是对requirements.txt中的requirements.txt版本进行了修改。由于出现了错误，所以我没有指定一个版本，而是将其保留为空白：
错误:无法找到满足tensorflow==1.14要求的版本(来自-r requirements.txt (第4行))(版本: 2.5.0、2.5.1、2.5.2、2.5.3、2.6.0rc0、2.6.0rc1、2.6.0rc2、2.6.0、2.6.1、2.6.2、2.6.3、2.6.4、2.6.5、2.7.0rc0、2.7.0rc1、2.7.0，2.7.1、2.7.2、2.7.3、2.7.4、2.8.0rc0、2.8.0rc1、2.8.0、2.8.1、2.8.2、2.8.3、2.9.0rc0、2.9.0rc1、2.9.0rc2、2.9.0、2.9.1、2.9.2、2.10.0rc0、2.10.0rc1、2.10.0rc2、2.10.0rc3、2.10.0)
azure-functions
#tensorflow==1.14
tensorflow
Pillow
requests一旦添加了TensorFlow需求，部署就会失败：
01:06:17 Test19542413: Starting deployment...
01:06:19 Test19542413: Creating zip package...
01:06:20 Test19542413: Zip package size: 4.69 MB
01:06:24 Test19542413: Updating submodules.
01:06:25 Test19542413: Preparing deployment for commit id 'b2f177b6-7'.
01:06:25 Test19542413: PreDeployment: context.CleanOutputPath False
01:06:25 Test19542413: PreDeployment: context.OutputPath /home/site/wwwroot
01:06:25 Test19542413: Repository path is /tmp/zipdeploy/extracted
01:06:25 Test19542413: Running oryx build...
01:06:25 Test19542413: Command: oryx build /tmp/zipdeploy/extracted -o /home/site/wwwroot --platform python --platform-version 3.9.7 -p packagedir=.python_packages/lib/site-packages
01:06:27 Test19542413: Operation performed by Microsoft Oryx, https://github.com/Microsoft/Oryx
01:06:27 Test19542413: You can report issues at https://github.com/Microsoft/Oryx/issues
01:06:27 Test19542413: Oryx Version: 0.2.20210120.1, Commit: 66c7820d7df527aaffabd2563a49ad57930999c9, ReleaseTagName: 20210120.1
01:06:27 Test19542413: Build Operation ID: |F+eWRyTKD/s=.b5e2f596_
01:06:27 Test19542413: Repository Commit : b2f177b6-7c7f-4747-bc49-052de459bfcb
01:06:27 Test19542413: Detecting platforms...
01:06:27 Test19542413: Detected following platforms:
01:06:27 Test19542413: python: 3.9.7
01:06:28 Test19542413: Source directory : /tmp/zipdeploy/extracted
01:06:28 Test19542413: Destination directory: /home/site/wwwroot
01:06:28 Test19542413: Python Version: /tmp/oryx/platforms/python/3.9.7/bin/python3.9
01:06:28 Test19542413: Running pip install...
01:06:29 Test19542413: [23:06:29+0000] Collecting azure-functions
01:06:29 Test19542413: [23:06:29+0000] Using cached azure_functions-1.11.2-py3-none-any.whl (206 kB)
01:06:29 Test19542413: [23:06:29+0000] Collecting tensorflow
01:06:29 Test19542413: [23:06:29+0000] Downloading tensorflow-2.10.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (578.1 MB)
01:06:40 Test19542413: Done in 12 sec(s).
01:06:42 Test19542413: /opt/Kudu/Scripts/starter.sh oryx build /tmp/zipdeploy/extracted -o /home/site/wwwroot --platform python --platform-version 3.9.7 -p packagedir=.python_packages/lib/site-packages
01:06:42 Test19542413: Generating summary of Oryx build
01:06:42 Test19542413: Deployment Log file does not exist in /tmp/oryx-build.log
01:06:42 Test19542413: The logfile at /tmp/oryx-build.log is empty. Unable to fetch the summary of build
01:06:42 Test19542413: Deployment Failed. deployer = Push-Deployer deploymentPath = Functions App ZipDeploy. Extract zip. Remote build.
01:06:46 Test19542413: Deployment failed.不幸的是，错误信息并没有给我任何关于如何解决这个问题的提示。你有什么想法吗？我使用VS代码中的集成工具来执行发布。使用CLI，我得到了相同的结果：
>>> func azure functionapp publish Test19542413
Getting site publishing info...
Creating archive for current directory...
Performing remote build for functions project.
Deleting the old .python_packages directory
Uploading 4,47 MB [###############################################################################]
Remote build in progress, please wait...
Updating submodules.
Preparing deployment for commit id '5eec9b3a-6'.
PreDeployment: context.CleanOutputPath False
PreDeployment: context.OutputPath /home/site/wwwroot
Repository path is /tmp/zipdeploy/extracted
Running oryx build...
Command: oryx build /tmp/zipdeploy/extracted -o /home/site/wwwroot --platform python --platform-version 3.9.7 -p packagedir=.python_packages/lib/site-packages
Operation performed by Microsoft Oryx, https://github.com/Microsoft/Oryx
You can report issues at https://github.com/Microsoft/Oryx/issues
Oryx Version: 0.2.20210120.1, Commit: 66c7820d7df527aaffabd2563a49ad57930999c9, ReleaseTagName: 20210120.1
Build Operation ID: |RM3MxQKeUzo=.1973e39e_
Repository Commit : 5eec9b3a-6c81-4f46-a4af-1989f39a3d6e
Detecting platforms...
Detected following platforms:
python: 3.9.7
Source directory : /tmp/zipdeploy/extracted
Destination directory: /home/site/wwwroot
Python Version: /tmp/oryx/platforms/python/3.9.7/bin/python3.9
Running pip install...
[13:04:20+0000] Collecting azure-functions
[13:04:20+0000] Using cached azure_functions-1.11.2-py3-none-any.whl (206 kB)
[13:04:20+0000] Collecting tensorflow
[13:04:20+0000] Downloading tensorflow-2.10.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (578.1 MB)
Done in 12 sec(s).
\n/opt/Kudu/Scripts/starter.sh oryx build /tmp/zipdeploy/extracted -o /home/site/wwwroot --platform python --platform-version 3.9.7 -p packagedir=.python_packages/lib/site-packages
Generating summary of Oryx build
Deployment Log file does not exist in /tmp/oryx-build.log
The logfile at /tmp/oryx-build.log is empty. Unable to fetch the summary of build
Deployment Failed. deployer = Push-Deployer deploymentPath = Functions App ZipDeploy. Extract zip. Remote build.
Remote build failed!回答 1
Stack Overflow用户
回答已采纳
发布于 2022-09-13 14:06:34
您需要指定tensorflow 2.8，它解决了我的问题。在函数requirements.txt文件中，将"tensorflow==2.8.0“改为"tensorflow”
页面原文内容由Stack Overflow提供。腾讯云小微IT领域专用引擎提供翻译支持
原文链接：
https://stackoverflow.com/questions/73696134
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