Let's build a simple MLOps workflow on AWS! #2 - Building infrastructure on AWS

This page summarizes the projects mentioned and recommended in the original post on dev.to

InfluxDB - 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.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
  • cifar10-aws

    Simple MLOps workflows

  • hikarunakatani/cifar10-aws: Simple MLOps workflows https://github.com/hikarunakatani/cifar10-aws

  • InfluxDB

    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.

    InfluxDB logo
  • tfcmt

    Fork of mercari/tfnotify. tfcmt enhances tfnotify in many ways, including Terraform >= v0.15 support and advanced formatting options

  • # Execute terraform apply when changes are merged to main branch name: "Terraform Apply" on: push: branches: main env: TF_VERSION: 1.6.5 AWS_REGION: ap-northeast-1 jobs: terraform: name: terraform runs-on: ubuntu-latest permissions: id-token: write contents: write pull-requests: write issues: write statuses: write steps: - name: Checkout uses: actions/checkout@v3 - uses: aws-actions/configure-aws-credentials@v1 # Use OIDC token with: role-to-assume: ${{ secrets.AWS_ROLE_ARN }} aws-region: ${{ env.AWS_REGION }} - name: Terraform setup uses: hashicorp/setup-terraform@v1 with: terraform_version: ${{ env.TF_VERSION }} - name: Setup tfcmt env: TFCMT_VERSION: v3.4.1 run: | wget "https://github.com/suzuki-shunsuke/tfcmt/releases/download/${TFCMT_VERSION}/tfcmt_linux_amd64.tar.gz" -O /tmp/tfcmt.tar.gz tar xzf /tmp/tfcmt.tar.gz -C /tmp mv /tmp/tfcmt /usr/local/bin tfcmt --version - name: Terraform init run: terraform init - name: Terraform fmt run: terraform fmt - name: Terraform apply id: apply env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # Make apply results comment on commit run: tfcmt apply -- terraform apply -auto-approve -no-color -input=false

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts

  • Evolution of the concept of open source

    1 project | dev.to | 15 Jun 2024
  • The next generation of GitHub profile stats

    7 projects | dev.to | 14 Jun 2024
  • Show HN: I made a 3D clone of myself for my website

    4 projects | news.ycombinator.com | 14 Jun 2024
  • Automating the Building of VMs with Packer

    7 projects | dev.to | 14 Jun 2024
  • Chesire Cat: Production ready AI agent framework

    1 project | news.ycombinator.com | 14 Jun 2024