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Questions tagged [amazon-sagemaker-studio]

106 questions
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Sagemaker Studio -Land cover segmentation - unable to upload geojson

I went to geojson.io and selected a rectangle over a random area on the map. I then downloaded the geojson and uploaded it to Sagemaker's Studio's spatial - Land cover segmentation portal. I then received the following error: "Invalid GeoJson…
analyst92
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Aws Model Quality Monitoring without Endpoints

Is there any possible ways to do model monitoring in aws without an endpoint? Kindly share any good notebook regarding this if you knew Aws not gives any explainable example regarding Batch Model monitoring.
Muhammad Yahya
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How do you access (Py)Spark-context variables locally in the notebook (SageMaker Studio)?

I built a model in PySpark that is available on all worker nodes, but I would like to generate some model-related plots in the notebook. The model itself is available in a Spark-context, but it is not available in the notebook-context so that I can…
gm1991
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AttributeError: 'NoneType' object has no attribute 'transform' when sending inference request to SageMaker endpoint

I'm working on a SageMaker AutoGluon prediction model and after performing batch transform and creating the endpoint I've been trying to send inference requests to the endpoint but I keep getting the following error: ModelError …
Saba Hussein
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How to access sagemaker model registry metrics from within the endpoint

I am trying to use amazon sagemaker to build an enpoint so I can make inferences from a trained model. The model I am using is in the model registry and has metrics associated with it. I want the endpoint to return a dataframe with two columns…
ChunkyT
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Why am I getting client error while running Data wrangler processing job in sagemaker?

I am working in Feature store creation with the help of AWS Data wrangler - a feature of AWS Sagemaker Studio. When I try to run the data wrangler job (for ingestion data into feature store), I am encountering the following error. "ClientError: API…
Keerthanah
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What do you mean 「There is no data yet 」 SageMaker AutoML

I have created the model in SageMaker AutoML. When I check the feature importace in experiments and trials,it shows 「there is no data yet」. Is this 「there is no data yet」 an error? What is the problem with this being displayed? Sorry, I did a lot of…
kachiba
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How to set sagemaker retry policy for pipeline steps for AlgorithmError

On a sagemaker project, i have a pipeline containing several steps. In particular, the batch transform step has some internal problems which occur infrequently and i am therefore unable to replicate the error. This step goes into "AlgorithmError"…
Giuseppe La Gualano
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Sagemaker Studio - limit number of kernels per user

How to limit the number of kernels which a single user can run simultaneously in Sagemaker Studio? I'm looking for something similar to: "Action": "sagemaker:CreateApp", "Resource": "*", "Condition": { …
Michal R.
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How to run AWS Sagemaker Studio job based on pre defined schedule

Currently I am developing a model in AWS Sagemaker Studio. In Sagemaker there are multiple options for running model, like notebook instance, sagemaker studio etc, to schedule a task in notebook instance, it is known that we need to use AWS lambda…
habibalsaki
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Facing an Error while trying to Import ModelStep

I am trying to import ModelStep using the code from sagemaker.workflow.model_step import ModelStep But it is throwing the error ModuleNotFoundError: No module named 'sagemaker.workflow.model_step' How can I resolve this issue?
Techno s Jain
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How to run SageMaker Distributed training from SageMaker Studio?

The sample notebooks for SageMaker Distributed training, like here: https://github.com/aws/amazon-sagemaker-examples/blob/main/advanced_functionality/distributed_tensorflow_mask_rcnn/mask-rcnn-scriptmode-s3.ipynb rely on the docker build .…
juvchan
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/bin/bash: saved_model_cli: command not found

I am building some MLOP pipelines. I am using the sage-maker studio. When I am trying to show all the saved model, !saved_model_cli show --all --dir './model/tensorflow/saved_model/0/' This gives me the error. The file…
Shtx
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How to enable SageMaker Projects and Jumpstart on a SageMaker domain using CLI or terraform?

I can edit the SageMaker Domain via the AWS Console > Sagemaker > Domains > xxxx > Domain settings > Edit > Studio settings > SageMaker Projects and JumpStart But how can I achieve the same thing by using AWS CLI commands and / or terraform ? Is…
RubenLaguna
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how to convert jupyter notebook training code to sagemaker pipeline steps?

I'm new to sagemaker pipeline, doing some reasearch on how can i train models not just in jupyter notebook but I want to set it up as a sagemaker pipeline in sagamaker studio. I tried and followed some examples based on blogs/docs provided here ->…
kyagu
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