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Questions tagged [google-cloud-vertex-ai]

Usage questions relating to Google Cloud Platform's Vertex AI: https://cloud.google.com/vertex-ai/docs

692 questions
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Vertex AI - Viewing Pipeline Output

I have followed this tutorial to create my first scheduled Vertex AI Pipeline to run every minute. The only thing it does is prints "Hello, " and also returns this same string. I can see that it is running because the last run time…
Ivar Eriksson
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Unable to view Vertex AI pipeline node logs

I created a Vertex AI pipeline to perform a simple ML flow of creating a dataset, training a model on it and then predicting on the test set. There is a python function based component (train-logistic-model) where I train the model. However, in the…
racerX
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_InactiveRpcError while querying Vertex AI Matching Engine Index

I am following the example notebook as per GCP docs to test Vertex Matching Engine. I have deployed an index but while trying to query the index I am getting _InactiveRpcError. The VPC network is in us-west2 with private service access enabled and…
Faizan Saeed
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Vertex AI - cannot create managed notebook instance

I'm following all the (easy) steps in the documentation, but I'm stuck at clicking the "CREATE" button. When I click it, the process runs for a few seconds, then the button re-appears, like I never clicked it. If I go back to the "Managed Notebooks"…
Matteo Felici
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1 answer

Google Cloud Platform Vertex AI logs not showing in custom job

I have written a python package that trains a neural network. I then package it up using the below command. python3 setup.py sdist --formats=gztar When I run this job through the GCP console, and manually click through all the options, I get logs…
Nicholas Thumiger
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Vertex AI Managed Notebook, get subnet/IP

How can I find IP for vertex AI managed notebook instance? The service is differing from user managed notebooks in certain sense. The creation of an instance doesn't create a compute instance, so it's all managed by itself. My purpose is to…
Itachi
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batch predictions in GCP Vertex AI

While trying out batch predictions in GCP Vertex AI for an AutoML model, the batch prediction results span over several files(which is not convenient from a user perspective). If it would have been a single batch prediction result file i.e. covering…
pawan
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Vertex AI - No module named 'google_cloud_pipeline_components.remote on ModelDeployOp(...)

I have created a simple pipeline that trains a model and deploys it to a Vertex AI endpoint. I have noticed that while attempting to deploy the model using the google_cloud_pipeline_components.aiplatform.ModelDeployOp() component, it returns an…
Ruben
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Schedule batch predictions Vertex AI

I have created a forecasting model using AutoML on Vertex AI. I want to use this model to make batch predictions every week. Is there a way to schedule this? The data to make those predictions is stored in a bigquery table, which is updated every…
Rita
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How to assign two or more time series identifier columns in Vertex AI Tabular Forecasting

I was wondering if it is possible to have more than one time series identifier column in the model? Let's assume I'd like to create a forecast at a product and store level (which the documentation suggests should be possible). If I select product as…
ErrHuman
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In GCP Vertex AI, why is Delete Training Pipeline REST endpoint unimplemented?

I used this code, straight from the Javadocs, to delete a VertexAI Training Pipeline try (PipelineServiceClient pipelineServiceClient = PipelineServiceClient.create()) { TrainingPipelineName name = TrainingPipelineName.of("[PROJECT]",…
Joshua Fox
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Batch predictions Vertext AI

How do I create JSONL file which contains list of files in Google Cloud Bucket for Batch prediction in Vertex AI? What I've tried so far. Get list of file from bucket and write it to a txt file gsutil ls gs://bucket/dir > list.txt Convert list.txt…
GG Sheet Quản Lý
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Sending http request Google Vertex AI end point

I've just deployed an ML model on Google vertex AI, it can make predictions using vertex AI web interface. But is it possible to send a request from a browser, for example, to this deployed model. Something…
Sanyo Mn
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How to run multiple custom jobs at the same time in Vertex AI?

We run custom training jobs in Vertex AI. They are scheduled to run once a week using Airflow. These jobs are provisioned at the same time to Vertex AI but are running sequentially (one at a time). Each job takes around 10 minutes to run while the…
Racim Righi
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Vertex BigQueryCreateModelJobOp `query_parameters` Format

The Python SDK for BigQuery components shows an option for passing query_parameters to the BigqueryCreateModelJobOp PipelineTask. This task shows that it expects a list. I can't find any example of how to specify parameters as a list here. For a…
Paco
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