I am trying in Amazon Sagemaker to deploy an existing Scikit-Learn model. So a model that wasn't trained on SageMaker, but locally on my machine. On my local (windows) machine I've saved my model a...

We are using aws sagemaker that is using ecs container, Is there a way, we can setup environment variable (e.g. stage or prod) in container when calling sagemaker api using low level python sdk

I ran into this problem when I was trying to import the following libraries and it is giving the error "ImportError: cannot import name 'VectorStoreIndex' from 'llama_index' (unknown location)...

Memory error occurs in amazon sagemaker when preprocessing 2 gb of data which is stored in s3. No problem in loading the data. Dimension of data is 7 million rows and 64 columns. One hot encoding i...

I'm new to AWS and trying to build a model (from the web console) by referring to their demo. However, when I try to create the model, it gives me the below error. Could not access model data at...

I am new to AWS environment and trying to solve how the data flow works. After successfully uploading CSV files from S3 to SageMaker notebook instance, I am stuck on doing the reverse. I have a d...

I'm trying to use the select functionality of S3 but for some files, I get OverMaxParquetBlockSize error. My select is pretty simple: r = s3.select_object_content( Bucket='prod-bucket', Key='81...

I get a model from Sagemaker of type: <class 'xgboost.core.Booster'> I can score this locally which is great but some google searches have shown that it may not be possible to do "stand...

I have a folder with predicted masks on AWS Sagemaker. ( It has 4 folders inside it and lot of files inside those folders. ) I want to download the entire folder to my laptop. This might sound so ...

I am using Sagemaker notebook and when importing vaex, I am getting the below error. the version of vaex I'm using is 4.16.0 PydanticImportError: BaseSettings has been moved to the pydantic-setting...

I would like to see the custom logs that I create inside an AWS Sagemaker JupyterLab notebook (that uses a Glue development endpoint). I want to see them as the output of a notebook cell. I tried ...

I'm trying to pull the pre-built docker images for SageMaker. I am able to successfully docker login to ECR (my AWS credentials). When I try to pull the image I get the standard no basic auth crede...

When i invoke the endpoint/batch job in sagemaker deployed with a custom container i want to store some information inside S3. For example, in this image In the "Deployment/Hosting" i want to pu...

I am trying to create an XGBoost model in free tier AWS Sagemaker. I am getting an error of: "ResourceLimitExceeded: An error occurred (ResourceLimitExceeded) when calling the CreateEndpoint opera...

I am running sagemaker for the first time from my laptop. When I try to start the session I get this error ValueError: Must setup local AWS configuration with a region supported by SageMaker Local...

I am trying to set up a multi-model endpoint (or more accurately re-set it up as I am pretty sure it was working a while ago, on an earlier version of sagemaker) to do language translation. But am ...

I have a CDK app in which I create a Sagemaker endpoint using CfnEndpoint. When I omit the name parameter, CDK generates me a unique one which is great. const endpoint = new CfnEndpoint(this, &quot...

On resuming or restarting the sagemaker-studio I have the below message pop-up. Even after clearing the workspace, it won't open. After few such retries, the Jupiter notebook (sagemaker studio / I...

I have installed miniconda on my AWS SageMaker persistent EBS instance. Here is my starting script: #!/bin/bash set -e # OVERVIEW # This script installs a custom, persistent installation of conda...

I'm trying to run a training job on AWS Sagemaker, but it keeps failing giving the following error: ClientError: Unable to parse csv: rows 1-5000, file /opt/ml/input/data/train/KMeans_data.csv I'...

After setting up an endpoint for my model on Amazon SageMaker, I am trying to invoke it with a POST request which contains a file with a key image & content type as multipart/form-data. My AWS...

I spin up a Sagemaker notebook using the conda_python3 kernel, and follow the example Notebook for Random Cut Forest. As of this writing, the Sagemaker SDK that comes with conda_python3 is version ...

I want to use the mlflow web-based user interface from a notebook on Amazon SageMaker. But the given address http://127.0.0.1:5000 doesn't seeem to work. I have installed mlflow on a SageMaker not...

I am new to Amazon SageMaker and I am closely following this tutorial https://aws.amazon.com/blogs/machine-learning/creating-a-machine-learning-powered-rest-api-with-amazon-api-gateway-mapping-temp...

I am creating a Lambda function to start one SageMaker notebook instance as following: import boto3 import logging def lambda_handler(event, context): client = boto3.client('sagemaker') client.st...