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JavaScript 1.44% Python 53.24% HTML 0.96% HCL 28.98% Vue 15.08% Dockerfile 0.31%

data-lineage-for-data-lake-example's Introduction

Data Lineage for Data Lakes Example

This repository contains an example project for building Data Lineage for data lakes using AWS Glue, Amazon Neptune and Spline Agent.

Remarks: This setup works with AWS Glue Data Permissions Model and does not support Lake Formation Permission Model.

Stack

  • API: HTTP API powered by an API Gateway and lambda functions
  • Frontend: Vue.js application

Build & Deployment

To deploy the solution to AWS Cloud with terraform, export your AWS Credentials to terraform (AWS Profile or environment variables)

alt text

brew install terraform
git clone https://github.com/aws-samples/data-lineage-for-data-lake-example.git
cd data-lineage-for-data-lake-example

# download spline agent jar
wget https://repo1.maven.org/maven2/za/co/absa/spline/agent/spark/spark-3.1-spline-agent-bundle_2.12/0.6.1/spark-3.1-spline-agent-bundle_2.12-0.6.1.jar -O ./asset/lib/spark-3.1-spline-agent-bundle_2.12-0.6.1.jar

terraform init

terraform apply

To build and test the lineage visual application locally:

  • update the lineage backend address in src/lineage-visual/src/main.js
axios.defaults.baseURL = "https://xxx.execute-api.<aws-region>.amazonaws.com/dev";
cd src/lineage-visual
npm install
npm run serve

Getting started

  • Run the first Glue Job
aws glue start-job-run --job-name "RawToCurated_employee_optimize"
  • Open the lineage visual application
  • Run the second Glue Job
aws glue start-job-run --job-name "CuratedToAggregated_employee"
  • Refresh the lineage visual application

Security

See CONTRIBUTING for more information.

License

This library is licensed under the MIT-0 License. See the LICENSE file.

data-lineage-for-data-lake-example's People

Contributors

amazon-auto avatar khoanguyenaws avatar

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