aggregator-terraform-infra
所属分类:大数据
开发工具:HCL
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上传日期:2024-03-15 15:00:02
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sh-1993
说明: 包含用于创建酒店聚合器端到端数据科学项目的地形代码
(Contains terraform code for creating of the Hotel Aggregator end to end Data science project)
文件列表:
Images/
terraform/
.terraform.lock.hcl
PRE_SETUP_STEPS.md
# Terraform repo for provisioning end to end data science projects
### Following are the components for the services that are being worked on to be provisioned:
- Storage
- S3 bucket for storing intermediate objects
- RDS (Postgres) for Airflow metadata
- Lambda with ECR and API gateway
- For aggregator code as it will be containerized and hosted as a lambda endpoint
- For hosting ML endpoints under fastapi
- ECS
- For hosting Airflow and MLFlow
- AWS Glue
- For creating ETL job with preprocessing logic to clean the gathered data
![Architecture diagram](https://github.com/kevinsunny1996/aggregator-terraform-infra/blob/master/Images/arch.png)
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