AutoML Natural Language Token











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I'm using AutoML Natural Language API, with my custom trained model to predict results.



In order, to use this service, I generate a Authorization token through Cloud Shell, that enables api requests.



So, I configured/created the service account and add "automl.editor" rule to service account, and:



-> export GOOGLE_APPLICATION_CREDENTIALS=/home/[project id]/[json key file]



->gcloud auth application-default print-access-token



It returns a valid token that works for 1 hour.



Is there any way to get a valid token for longer time? (or do I have to generate other?)



https://automl.googleapis.com/[version]/projects/[project id]/locations/[local id]/models/[MODEL ID]:predict



Thanks.










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    up vote
    -1
    down vote

    favorite












    I'm using AutoML Natural Language API, with my custom trained model to predict results.



    In order, to use this service, I generate a Authorization token through Cloud Shell, that enables api requests.



    So, I configured/created the service account and add "automl.editor" rule to service account, and:



    -> export GOOGLE_APPLICATION_CREDENTIALS=/home/[project id]/[json key file]



    ->gcloud auth application-default print-access-token



    It returns a valid token that works for 1 hour.



    Is there any way to get a valid token for longer time? (or do I have to generate other?)



    https://automl.googleapis.com/[version]/projects/[project id]/locations/[local id]/models/[MODEL ID]:predict



    Thanks.










    share|improve this question


























      up vote
      -1
      down vote

      favorite









      up vote
      -1
      down vote

      favorite











      I'm using AutoML Natural Language API, with my custom trained model to predict results.



      In order, to use this service, I generate a Authorization token through Cloud Shell, that enables api requests.



      So, I configured/created the service account and add "automl.editor" rule to service account, and:



      -> export GOOGLE_APPLICATION_CREDENTIALS=/home/[project id]/[json key file]



      ->gcloud auth application-default print-access-token



      It returns a valid token that works for 1 hour.



      Is there any way to get a valid token for longer time? (or do I have to generate other?)



      https://automl.googleapis.com/[version]/projects/[project id]/locations/[local id]/models/[MODEL ID]:predict



      Thanks.










      share|improve this question















      I'm using AutoML Natural Language API, with my custom trained model to predict results.



      In order, to use this service, I generate a Authorization token through Cloud Shell, that enables api requests.



      So, I configured/created the service account and add "automl.editor" rule to service account, and:



      -> export GOOGLE_APPLICATION_CREDENTIALS=/home/[project id]/[json key file]



      ->gcloud auth application-default print-access-token



      It returns a valid token that works for 1 hour.



      Is there any way to get a valid token for longer time? (or do I have to generate other?)



      https://automl.googleapis.com/[version]/projects/[project id]/locations/[local id]/models/[MODEL ID]:predict



      Thanks.







      google-cloud-platform automl google-cloud-automl google-cloud-automl-nl






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      edited Nov 22 at 23:36









      desertnaut

      16k63465




      16k63465










      asked Nov 22 at 17:35









      DEV_BBRAS

      63




      63
























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          The 1 hour access token life time is fixed and cannot be changed. You do have to generate a new one once it expires, by either manually print it or by refresh token.



          However, the print-access-token approach is for testing and debugging, when you need the quick access to Google APIs. In reality usage, you should use service account for authentication. Please follow this tutorial https://cloud.google.com/natural-language/automl/docs/tutorial, which includes the steps to setup service account.






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            active

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            up vote
            0
            down vote



            accepted










            The 1 hour access token life time is fixed and cannot be changed. You do have to generate a new one once it expires, by either manually print it or by refresh token.



            However, the print-access-token approach is for testing and debugging, when you need the quick access to Google APIs. In reality usage, you should use service account for authentication. Please follow this tutorial https://cloud.google.com/natural-language/automl/docs/tutorial, which includes the steps to setup service account.






            share|improve this answer

























              up vote
              0
              down vote



              accepted










              The 1 hour access token life time is fixed and cannot be changed. You do have to generate a new one once it expires, by either manually print it or by refresh token.



              However, the print-access-token approach is for testing and debugging, when you need the quick access to Google APIs. In reality usage, you should use service account for authentication. Please follow this tutorial https://cloud.google.com/natural-language/automl/docs/tutorial, which includes the steps to setup service account.






              share|improve this answer























                up vote
                0
                down vote



                accepted







                up vote
                0
                down vote



                accepted






                The 1 hour access token life time is fixed and cannot be changed. You do have to generate a new one once it expires, by either manually print it or by refresh token.



                However, the print-access-token approach is for testing and debugging, when you need the quick access to Google APIs. In reality usage, you should use service account for authentication. Please follow this tutorial https://cloud.google.com/natural-language/automl/docs/tutorial, which includes the steps to setup service account.






                share|improve this answer












                The 1 hour access token life time is fixed and cannot be changed. You do have to generate a new one once it expires, by either manually print it or by refresh token.



                However, the print-access-token approach is for testing and debugging, when you need the quick access to Google APIs. In reality usage, you should use service account for authentication. Please follow this tutorial https://cloud.google.com/natural-language/automl/docs/tutorial, which includes the steps to setup service account.







                share|improve this answer












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                share|improve this answer










                answered Nov 23 at 2:32









                Jinjun

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