amazon-sagemaker-modeldb-sync | simple event-based architecture | Data Labeling library
kandi X-RAY | amazon-sagemaker-modeldb-sync Summary
kandi X-RAY | amazon-sagemaker-modeldb-sync Summary
This sample deploys a simple event-based architecture to synchronize SageMaker model metadata to ModelDB with the ModelDB Light API. The synchronization will be triggered when SageMaker Training Jobs complete. A Step Function will be executed to validate certain tags that are applied to training jobs, gather details about the trained model, and synchronize those details to a ModelDB instance using the ModelDB Light API. This solution can be extended to synchronize any data that's supported by the Light API, or used as a pattern for synchronizing to other model metadata management systems.
Support
Quality
Security
License
Reuse
Top functions reviewed by kandi - BETA
- A lambda function
- Syncs model to modeldb
- Validates the existence of the tags in training job
- Return the tag value for a given tagName
amazon-sagemaker-modeldb-sync Key Features
amazon-sagemaker-modeldb-sync Examples and Code Snippets
Community Discussions
Trending Discussions on Data Labeling
QUESTION
I'm trying to make a data labeling in a table, and I need to do it in such a way that, in each row, the index is repeated, however, that in each column there is another Enum class.
What I've done so far is make this representation with the same enumerator class.
A solution using the column separately as a list would also be possible. But what would be the best way to resolve this?
...ANSWER
Answered 2021-Dec-30 at 13:57Instead of using Enum you can use a dict mapping. You can avoid loops if you flatten your dataframe:
QUESTION
I have a dataframe that contains a column that includes strings separeted with semi-colons and it is followed by a space. But unfortunately in some of the strings there is a semi-colon that is not followed by a space.
In this case, This is what i'd like to do: If there is a space after the semi-colon we do not need a change. However if there are letters before and after the semi-colon, we should change semi-colon with space
i have this:
...ANSWER
Answered 2020-Nov-16 at 07:24Try something like:
QUESTION
Objective: Generate a down-sampled FileDataset using random sampling from a larger FileDataset to be used in a Data Labeling project.
Details: I have a large FileDataset containing millions of images. Each filename contains details about the 'section' it was taken from. A section may contain thousands of images. I want to randomly select a specific number of sections and all the images associated with those sections. Then register the sample as a new dataset.
Please note that the code below is not a direct copy and paste as there are elements such as filepaths and variables that have been renamed for confidentiality reasons.
...ANSWER
Answered 2020-Oct-27 at 22:39Is the data behind virtual network by any chance?
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install amazon-sagemaker-modeldb-sync
You can use amazon-sagemaker-modeldb-sync like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
Support
Reuse Trending Solutions
Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items
Find more librariesStay Updated
Subscribe to our newsletter for trending solutions and developer bootcamps
Share this Page
