Cannot deploy Tensorflow 2.0.0 to Google cloud functions

[m4recek]

System information

• OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Google cloud functions
• Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue happens on mobile device: N/A
• TensorFlow installed from (source or binary): binary
• TensorFlow version: 2.0.0
• Python version: 3.7
• Installed using virtualenv? pip? conda?: pip
• Bazel version (if compiling from source): N/A
• GCC/Compiler version (if compiling from source): N/A
• CUDA/cuDNN version: N/A
• GPU model and memory: N/A

We are getting following error while trying to deploy Tensorflow 2.0.0.

gcloud functions deploy matchProbability --runtime python37 --trigger-http --memory 2048MB --timeout=540 --set-env-vars TEMP=/tmp/

Deploying function (may take a while - up to 2 minutes)...failed.                                                                                                                         
ERROR: (gcloud.functions.deploy) OperationError: code=3, message=Build failed: {"error": {"canonicalCode": "INVALID_ARGUMENT", "errorMessage": "'pip_download_wheels' had stderr output:\n 
 Could not find a version that satisfies the requirement tensorflow==2.0.0 (from -r requirements.txt (line 53)) (from versions: 1.13.0rc1, 1.13.0rc2, 1.13.1, 1.13.2, 1.14.0rc0, 1.14.0rc1,
 1.14.0, 2.0.0a0, 2.0.0b0, 2.0.0b1)\nNo matching distribution found for tensorflow==2.0.0 (from -r requirements.txt (line 53))\n\nerror: 'pip_download_wheels' returned code: 1", "errorTyp
e": "InternalError", "errorId": "72357014"}}

Not sure what are next steps should be, only article describing deploying Tensorflow to google cloud functions is using version 2.0.0b1. Should we downgrade?

[av8ramit]

I know we changed TensorFlow 2.0 official to be manylinux2010 compliant between beta and official which requires an updated pip. Could that potentially be the issue?

There is definitely a Python3.7 binary for tensorflow==2.0.0.

[ymodak]

Required pip version is 19.0 or later for TF 2.0.0
See https://www.tensorflow.org/install/pip?lang=python3#system-requirements

[m4recek]

Hi, I can confirm this is problem with Google Cloud Function. That article is just wrong and should not exists...

They are still running on PIP 18.0, thats why Tensorflow 2.0.0 (and any newer software) cannot be installed. Obviously, same will be true for TF 2.1.0 when it will be released.

Whats worse according to private support they have no plan to update and marked it as "feature request", so it has no resolution time.

Here is public support ticket created for this issue, you can consider staring it: https://issuetracker.google.com/145374253

[tensorflow-bot]

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