{"templateId":"markdown","sharedDataIds":{"sidebar":"sidebar-sidebars.yaml"},"props":{"metadata":{"markdoc":{"tagList":[]},"redocly_category":"Products","product_name":"Machine Learning","type":"markdown"},"seo":{"title":"AutoML Model Sharing","description":"Treasure Data Product Documentation · Collect and Unify · Segment and Activate · Experiment and Analyze · Decisioning Automate with AI Scale and Trust.","siteUrl":"https://docs.treasuredata.com","lang":"en-US","llmstxt":{"hide":false,"sections":[{"title":"Table of contents","includeFiles":["**/*"],"excludeFiles":[]}],"excludeFiles":[]}},"dynamicMarkdocComponents":[],"compilationErrors":[],"ast":{"$$mdtype":"Tag","name":"article","attributes":{},"children":[{"$$mdtype":"Tag","name":"Heading","attributes":{"level":1,"id":"automl-model-sharing","__idx":0},"children":["AutoML Model Sharing"]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["It is possible to enable sharing of an AutoML model. This enables one user to train the model, and then for a different user to utilize the generated model on their data to make predictions."]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["When a training model is run, the notebook is only visible to the first user who executed the train notebook. Similarly, if a second user runs a prediction notebook using the model generated by the first user, the resulting notebook is only visible to the second user. This ensures that data security restrictions are maintained."]},{"$$mdtype":"Tag","name":"Heading","attributes":{"level":2,"id":"share-an-automl-model-with-another-user","__idx":1},"children":["Share an AutoML Model With Another User"]},{"$$mdtype":"Tag","name":"p","attributes":{},"children":["Scenario: User Alice wants to share an AutoML model with User Bob."]},{"$$mdtype":"Tag","name":"ol","attributes":{},"children":[{"$$mdtype":"Tag","name":"li","attributes":{},"children":["User Alice sets the AutoML workflow parameter ",{"$$mdtype":"Tag","name":"em","attributes":{},"children":["share_model"]}," to True.",{"$$mdtype":"Tag","name":"br","attributes":{},"children":[]},{"$$mdtype":"Tag","name":"img","attributes":{"src":"/assets/image2023-2-23_19-14-11.062920c9ab56a1fbfe8865e7bdb3d2ddee0d72cdedf6d2faaa56273cf7ac9b4d.3cb60505.png","alt":"AutoML workflow parameter share_model set to True"},"children":[]}]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Alice executes the training workflow and views the resulting notebook to ensure the model was created correctly."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Alice views the UUID for the AutoML model in the stored parameters:"]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Navigate to ",{"$$mdtype":"Tag","name":"strong","attributes":{},"children":["Data Workbench > Workflows"]},"."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Select a workflow and open the Run History.",{"$$mdtype":"Tag","name":"br","attributes":{},"children":[]},{"$$mdtype":"Tag","name":"img","attributes":{"src":"/assets/image2023-2-23_19-16-27.e85c36aa4e571f23986bd95ac028c91b5ec89e05345ce1c8678241d9b493ed6f.3cb60505.png","alt":"Workflow run history list in Data Workbench"},"children":[]}]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Select the Run History for a successful run.",{"$$mdtype":"Tag","name":"br","attributes":{},"children":[]},{"$$mdtype":"Tag","name":"img","attributes":{"src":"/assets/image2023-2-23_19-18-3.2cd4277ef6541f8aa6fb85db81aff43508529ce5067ee9fa6d6239128b09d9f5.3cb60505.png","alt":"Successful workflow run details"},"children":[]}]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Select the ",{"$$mdtype":"Tag","name":"strong","attributes":{},"children":["Tasks"]}," tab."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["For a task with an associated notebook, select the ellipsis ( … ) menu and choose ",{"$$mdtype":"Tag","name":"strong","attributes":{},"children":["Parameters"]},".",{"$$mdtype":"Tag","name":"br","attributes":{},"children":[]},{"$$mdtype":"Tag","name":"img","attributes":{"src":"/assets/image2023-2-23_19-18-55.78cfd9fa24c24598f656884947d315a2be2411323edba7cc8831e48ee903c839.3cb60505.png","alt":"Task parameters menu"},"children":[]}]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["The Stored Params shows the shared_model UUID assigned to this AutoML model. Copy the text inside the quotes (highlighted).",{"$$mdtype":"Tag","name":"br","attributes":{},"children":[]},{"$$mdtype":"Tag","name":"img","attributes":{"src":"/assets/image2023-2-23_19-19-38.5edeb46329c8d5e82bedb2de3ec5460dfcab35fa751506b807fb8367deaafbbe.3cb60505.png","alt":"Stored Params showing shared_model UUID"},"children":[]}]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Send this shared model UUID to User Bob using a secure channel."]}]},{"$$mdtype":"Tag","name":"Heading","attributes":{"level":2,"id":"use-a-shared-automl-model-for-a-prediction","__idx":2},"children":["Use a Shared AutoML Model for a Prediction"]},{"$$mdtype":"Tag","name":"ol","attributes":{},"children":[{"$$mdtype":"Tag","name":"li","attributes":{},"children":["User Bob creates a prediction workflow."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Select the ",{"$$mdtype":"Tag","name":"strong","attributes":{},"children":["AutoML"]}," tab for this new workflow."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Select the notebook workflow to edit."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Set the ",{"$$mdtype":"Tag","name":"em","attributes":{},"children":["shared_model"]}," parameter to the UUID provided by Alice.",{"$$mdtype":"Tag","name":"br","attributes":{},"children":[]},{"$$mdtype":"Tag","name":"img","attributes":{"src":"/assets/image2023-2-23_19-22-55.f2ec5699c1379d039e746f2f854aa0596cbff2c2a35cd77e7d04882cbe311b60.3cb60505.png","alt":"Prediction workflow AutoML tab with shared_model parameter"},"children":[]}]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["When using ",{"$$mdtype":"Tag","name":"em","attributes":{},"children":["shared_model"]},", remove the ",{"$$mdtype":"Tag","name":"em","attributes":{},"children":["model_name"]}," parameter."]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Select the ",{"$$mdtype":"Tag","name":"strong","attributes":{},"children":["Project Revisions"]}," tab.",{"$$mdtype":"Tag","name":"br","attributes":{},"children":[]},{"$$mdtype":"Tag","name":"img","attributes":{"src":"/assets/image2023-2-23_19-24-1.bb7db4628ec58c8473a6f9f129ba37467b6c7d67caffc4155d5b4cfe295760fc.3cb60505.png","alt":"Project Revisions tab"},"children":[]}]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Edit the workflow to remove the ",{"$$mdtype":"Tag","name":"em","attributes":{},"children":["model_name"]}," parameter.",{"$$mdtype":"Tag","name":"br","attributes":{},"children":[]},{"$$mdtype":"Tag","name":"img","attributes":{"src":"/assets/image2023-2-23_19-24-44.760510696c01c81dab0dc91ea1e825f18761f9bb8ba9f9a836c6bce6133f6bd1.3cb60505.png","alt":"Editing workflow removing model_name parameter"},"children":[]}]},{"$$mdtype":"Tag","name":"li","attributes":{},"children":["Run the workflow. Confirm in the workflow log that the correct model was used.",{"$$mdtype":"Tag","name":"br","attributes":{},"children":[]},{"$$mdtype":"Tag","name":"img","attributes":{"src":"/assets/image2023-2-23_19-25-46.a6ede1eb20bb34a822dbd960ff8d3fa393a645fcbac9255f810ebcfacfabda68.3cb60505.png","alt":"Workflow log confirming selected shared model"},"children":[]}]}]}]},"headings":[{"value":"AutoML Model Sharing","id":"automl-model-sharing","depth":1},{"value":"Share an AutoML Model With Another User","id":"share-an-automl-model-with-another-user","depth":2},{"value":"Use a Shared AutoML Model for a Prediction","id":"use-a-shared-automl-model-for-a-prediction","depth":2}],"frontmatter":{"seo":{"title":"AutoML Model Sharing"}},"lastModified":"2025-11-22T02:43:27.000Z","pagePropGetterError":{"message":"","name":""}},"slug":"/products/customer-data-platform/machine-learning/automl/advanced-topics/automl-model-sharing","userData":{"isAuthenticated":false,"teams":["anonymous"]},"isPublic":true}