Create and Deploy a ML model using Google Cloud Run, Github Actions and Terraform

• fastapi-MlOps

  2 2 0.0 HCL

  Exposes an API to predict delays in flights deployed in Google Cloud Run using Terraform as IaC

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• terraform

  501 41,291 9.9 Go

  Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.

  

Terraform is a popular open-source tool for running infrastructure as code. It uses HCL which is a declarative language to declare infrastructure. The basic flow is:

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• google.cloud

  71 95 6.9 Python

  GCP Ansible Collection https://galaxy.ansible.com/google/cloud

  

Cloud Run is a serverless platform from Google Cloud to deploy and run containers. Cloud Run can be used to serve Restful web APIs, WebSocket applications, or microservices connected by gRPC.

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