AutoML Natural Language Token











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












    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






      share|improve this question















      share|improve this question













      share|improve this question




      share|improve this question








      edited Nov 22 at 23:36









      desertnaut

      16k63465




      16k63465










      asked Nov 22 at 17:35









      DEV_BBRAS

      63




      63
























          1 Answer
          1






          active

          oldest

          votes

















          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





















            Your Answer






            StackExchange.ifUsing("editor", function () {
            StackExchange.using("externalEditor", function () {
            StackExchange.using("snippets", function () {
            StackExchange.snippets.init();
            });
            });
            }, "code-snippets");

            StackExchange.ready(function() {
            var channelOptions = {
            tags: "".split(" "),
            id: "1"
            };
            initTagRenderer("".split(" "), "".split(" "), channelOptions);

            StackExchange.using("externalEditor", function() {
            // Have to fire editor after snippets, if snippets enabled
            if (StackExchange.settings.snippets.snippetsEnabled) {
            StackExchange.using("snippets", function() {
            createEditor();
            });
            }
            else {
            createEditor();
            }
            });

            function createEditor() {
            StackExchange.prepareEditor({
            heartbeatType: 'answer',
            convertImagesToLinks: true,
            noModals: true,
            showLowRepImageUploadWarning: true,
            reputationToPostImages: 10,
            bindNavPrevention: true,
            postfix: "",
            imageUploader: {
            brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
            contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
            allowUrls: true
            },
            onDemand: true,
            discardSelector: ".discard-answer"
            ,immediatelyShowMarkdownHelp:true
            });


            }
            });














            draft saved

            draft discarded


















            StackExchange.ready(
            function () {
            StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53435943%2fautoml-natural-language-token%23new-answer', 'question_page');
            }
            );

            Post as a guest















            Required, but never shown

























            1 Answer
            1






            active

            oldest

            votes








            1 Answer
            1






            active

            oldest

            votes









            active

            oldest

            votes






            active

            oldest

            votes








            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












                share|improve this answer



                share|improve this answer










                answered Nov 23 at 2:32









                Jinjun

                18219




                18219






























                    draft saved

                    draft discarded




















































                    Thanks for contributing an answer to Stack Overflow!


                    • Please be sure to answer the question. Provide details and share your research!

                    But avoid



                    • Asking for help, clarification, or responding to other answers.

                    • Making statements based on opinion; back them up with references or personal experience.


                    To learn more, see our tips on writing great answers.





                    Some of your past answers have not been well-received, and you're in danger of being blocked from answering.


                    Please pay close attention to the following guidance:


                    • Please be sure to answer the question. Provide details and share your research!

                    But avoid



                    • Asking for help, clarification, or responding to other answers.

                    • Making statements based on opinion; back them up with references or personal experience.


                    To learn more, see our tips on writing great answers.




                    draft saved


                    draft discarded














                    StackExchange.ready(
                    function () {
                    StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53435943%2fautoml-natural-language-token%23new-answer', 'question_page');
                    }
                    );

                    Post as a guest















                    Required, but never shown





















































                    Required, but never shown














                    Required, but never shown












                    Required, but never shown







                    Required, but never shown

































                    Required, but never shown














                    Required, but never shown












                    Required, but never shown







                    Required, but never shown







                    Popular posts from this blog

                    What visual should I use to simply compare current year value vs last year in Power BI desktop

                    Alexandru Averescu

                    Trompette piccolo