Using automl_v1beta1 in DataLab

[richar...@candide.eu]

I'm trying to use the automl_v1beta1 in DataLab. I'm running the following code:

!pip install google-cloud-automl
from google.cloud import automl_v1beta1

But keep seeing the following error:

ContextualVersionConflict: (google-api-core 0.1.4 (/usr/local/envs/py2env/lib/python2.7/site-packages), Requirement.parse('google-api-core[grpc]<2.0.0dev,>=1.1.0'), set(['google-cloud-automl'])) 

I tried doing the following:

!pip install -U google-api-core 

But then I get the following error when importing automl_v1beta:

ImportErrorTraceback (most recent call last)
<ipython-input-3-d166b6559e4e> in <module>() 1 get_ipython().system(u'pip install -U google-api-core') 2 get_ipython().system(u'pip install google-cloud-automl') ----> 3 from google.cloud import automl_v1beta1 /usr/local/envs/py2env/lib/python2.7/site-packages/google/cloud/automl_v1beta1/__init__.py in <module>() 15 from __future__ import absolute_import 16 ---> 17 from google.cloud.automl_v1beta1 import types 18 from google.cloud.automl_v1beta1.gapic import auto_ml_client 19 from google.cloud.automl_v1beta1.gapic import enums ImportError: cannot import name types
1 get_ipython().system(u'pip install -U google-api-core')
2 get_ipython().system(u'pip install google-cloud-automl')
----> 3 from google.cloud import automl_v1beta1 /usr/local/envs/py2env/lib/python2.7/site-packages/google/cloud/automl_v1beta1/__init__.py in <module>() 15 from __future__ import absolute_import 16 ---> 17 from google.cloud.automl_v1beta1 import types 18 from google.cloud.automl_v1beta1.gapic import auto_ml_client 19 from google.cloud.automl_v1beta1.gapic import enums ImportError: cannot import name types /usr/local/envs/py2env/lib/python2.7/site-packages/google/cloud/automl_v1beta1/__init__.py in <module>() 15 from __future__ import absolute_import 16 ---> 17 from google.cloud.automl_v1beta1 import types 18 from google.cloud.automl_v1beta1.gapic import auto_ml_client 19 from google.cloud.automl_v1beta1.gapic import enums ImportError: cannot import name types
15 from __future__ import absolute_import
16
---> 17 from google.cloud.automl_v1beta1 import types 18 from google.cloud.automl_v1beta1.gapic import auto_ml_client 19 from google.cloud.automl_v1beta1.gapic import enums ImportError: cannot import name types
18 from google.cloud.automl_v1beta1.gapic import auto_ml_client
19 from google.cloud.automl_v1beta1.gapic import enums ImportError: cannot import name types

I realise this is still in beta, but I'm really keen to get this working. Any help with this would be greatly appreciated.

Cheers,

Rich.

[Jinjun (Cloud Platform Support)]

Hello Rich,

Can you upgrade pip in Datalab Notebook first?

!pip install --upgrade pip

[richar...@candide.eu]

Hi, thanks for your response. I tried this but still see the same error.

[Jinjun (Cloud Platform Support)]

How about just run !pip install google-cloud-automl like in this documentation [1]?

When I tried this, it automatically uninstalled google-api-core-0.1.4, then installed google-api-core-1.3.0 and google-cloud-automl-0.1.1.

[1] https://pypi.org/project/google-cloud-automl/

[richar...@candide.eu]

The solution to this problem is as follows:

Remove all `gapic-google-cloud-{api-name}-{api-version}` and `proto-google-cloud-{api-name}-{api-version}` that are currently installed, and install `google-cloud-{api-name}` instead.

In my case this was:

!pip uninstall -y gapic-google-cloud-datastore-v1

!pip uninstall -y gapic-google-cloud-error-reporting-v1beta1

!pip uninstall -y gapic-google-cloud-logging-v2

!pip uninstall -y proto-google-cloud-datastore-v1

!pip uninstall -y proto-google-cloud-error-reporting-v1beta1

!pip uninstall -y proto-google-cloud-logging-v2

!pip install google-cloud-error-reporting

!pip install google-cloud-logging

!pip install google-cloud-datastore

[Pichai Ongvasith]

Hi,

Having the same problem, but your code above doesn't work for me.

Datalab Version: 1.2.20180818

I `pip list`  and didn't find any gapic-xx or proto-xx package. Any suggestion?

thanks.

[Ethan Bao]

Hi Pichai,

Can you do `pip freeze | grep google-cloud-`, can paste the result?

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[Pichai Ongvasith]

Hi Ethan,

here's the result.

google-cloud-bigquery==0.23.0
google-cloud-core==0.28.1
google-cloud-dataflow==2.0.0
google-cloud-monitoring==0.28.0
proto-google-cloud-datastore-v1==0.90.0

so the culprit would be the last line?

thanks,

pichai

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