prefect-deployment-patterns
blueprint-examples
| prefect-deployment-patterns | blueprint-examples | |
|---|---|---|
| 1 | 1 | |
| 93 | 27 | |
| - | - | |
| 0.0 | 7.4 | |
| over 1 year ago | 4 months ago | |
| Python | Python | |
| Apache License 2.0 | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
prefect-deployment-patterns
-
[D] Should I go with Prefect, Argo or Flyte for Model Training and ML workflow orchestration?
Have you used infrastructure blocks in Prefect? You could easily build a block for Sagemaker deploying infrastructure for the flow running with GPUs, then run other flow in a local process, yet another one as Kubernetes job, Docker container, ECS task, AWS batch, etc. Super easy to set up, even from the UI or from CI/CD. There are a bunch of templates and examples here: https://github.com/anna-geller/prefect-deployment-patterns
blueprint-examples
-
run-exec ansible scripts after provisioning of all
Note specifically the following snippet from the aws.yaml file.
What are some alternatives?
Taipy - Turns Data and AI algorithms into production-ready web applications in no time.
blog_flask - A blog created using python flask and bootstrap
Udacity-Data-Engineering-Projects - Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.
dagster - An orchestration platform for the development, production, and observation of data assets.
buildflow - BuildFlow, is an open source framework for building large scale systems using Python. All you need to do is describe where your input is coming from and where your output should be written, and BuildFlow handles the rest. No configuration outside of the code is required.
box - box is a text-based visual programming language inspired by Unreal Engine Blueprint function graphs.
weather_data_pipeline - This is a PySpark-based data pipeline that fetches weather data for a few cities, performs some basic processing and transformation on the data, and then writes the processed data to a Google Cloud Storage bucket and a BigQuery table.The data is then viewed in a looker dashboard
Prefect - The easiest way to build, run, and monitor data pipelines at scale.
canarypy - CanaryPy - A light and powerful canary release for Data Pipelines
esdc-ce - Danube Cloud :: Community Edition
f1-data-pipeline - F1 Data Pipeline
WALKOFF - A flexible, easy to use, automation framework allowing users to integrate their capabilities and devices to cut through the repetitive, tedious tasks slowing them down. #nsacyber