Alex Thewsey

**Is your feature request related to a problem? Please describe.** On a recent project implementing this solution, we wanted to be able to deploy the stack against an existing S3...

**Describe the bug** As per the [Amazon Forecast Related Time Series validation doc](https://docs.aws.amazon.com/forecast/latest/dg/related-time-series-datasets.html#related-time-series-dataset-validation): > - Related time series feature data must be of the `int` or `float` datatypes. The pre-prepared...

Deploy with data downloader not automatically kicking off pipeline

1

In the past I've mainly used the [Amazon Forecast pre-PoC workshop templates](https://github.com/aws-samples/amazon-forecast-samples/blob/main/workshops/pre_POC_workshop/install-forecast-solution.md) to deploy this solution with demo data, but recently thought since the upgrade came out I'd try the...

build-and-test dependencies install issues

1

Trying to build the CDK from source today I encountered a couple of (small) issues: (1) - In the [source/infrastructure/README](https://github.com/aws-solutions/improving-forecast-accuracy-with-machine-learning/blob/main/source/infrastructure/README.md) we seem to be inconsistent about what folder the commands...

[Example Request] SM Pipeline with built-in LightGBM, AutoGluon, CatBoost, TabTransformer algorithm

2

**Describe the use case example you want to see** A SageMaker Pipeline to train, evaluate, and register a model using one (or more?) of the new JumpStart-based [built-in algorithms for...

Published RecordIO (-protobuf?) deserializer & serializer

2

**Describe the feature you'd like** Please can we promote the *existing* `RecordDeserializer` and `RecordSerializer` into the proper documented serializers and deserializers packages? MXNet RecordIO is not an easy format to...

Support tags in Model.register()

2

**Describe the feature you'd like** [Model.register(...)](https://sagemaker.readthedocs.io/en/stable/api/inference/model.html#sagemaker.model.Model.register) should support adding `tags`, the same as [Model.create(...)](https://sagemaker.readthedocs.io/en/stable/api/inference/model.html#sagemaker.model.Model.create) and pipelines [RegisterModel](https://sagemaker.readthedocs.io/en/stable/workflows/pipelines/sagemaker.workflow.pipelines.html#sagemaker.workflow.step_collections.RegisterModel) already do. **How would this feature be used? Please describe.** I've been working...

I'm working with some video data where some of the actual label information is encoded in metadata within the (mkv/mp4) container format). From #24 I see we're now able to...

Checklist - [X] I've prepended issue tag with type of change: [bug] - [X] (If applicable) I've attached the script to reproduce the bug - [X] (If applicable) I've documented...

[Feature Req] Supporting or splitting multiple queries

1

Hi & thanks for a nice library! I understood from the README that: > The query command accepts a single query only. If you need to send multiple queries, just...