blockchain-etl / blockchain-etl-architecture

Blockchain ETL Architecture

Blockchain ETL Architecture

Google Slides version

1. The nodes are deployed with Terraform and run in Kubernetes. Refer to these for more details:

   • Template repository for deploying Terraform configurations: https://github.com/blockchain-etl/blockchain-terraform-deployment
   • Terraform configuration files for running blockchain nodes: https://github.com/blockchain-etl/blockchain-terraform
   • Kubernetes manifests for running blockchain nodes: https://github.com/blockchain-etl/blockchain-kubernetes

2. The blockchain data is polled periodically from the nodes and pushed to Google Pub/Sub. Refer to these for more details:

   • Article explaining how to subscribe to public blockchain data in Pub/Sub: https://medium.com/google-cloud/live-ethereum-and-bitcoin-data-in-google-bigquery-and-pub-sub-765b71cd57b5
   • Streaming blockchain data to Google Pub/Sub or Postgres in Kubernetes: https://github.com/blockchain-etl/blockchain-etl-streaming
   • CLI tools for polling blockchain data from nodes: https://github.com/blockchain-etl/ethereum-etl, https://github.com/blockchain-etl/bitcoin-etl, https://github.com/blockchain-etl/eos-etl.

3. Airflow DAGs export and load blockchain data to BigQuery daily. Refer to these for more details:

   • Article explaining how the DAGs work: https://cloud.google.com/blog/products/data-analytics/ethereum-bigquery-how-we-built-dataset.
   • Airflow DAGs for exporting, loading, and parsing blockchain data: https://github.com/blockchain-etl/ethereum-etl-airflow, https://github.com/blockchain-etl/bitcoin-etl-airflow, https://github.com/blockchain-etl/eos-etl-airflow.

4. The blockchain data is pulled from Pub/Sub, transformed and streamed to BigQuery. Refer to these for more details:

   • Dataflow pipelines for connecting Pub/Sub topics with BigQuery tables: https://github.com/blockchain-etl/blockchain-etl-dataflow.

5. Various applications of the public blockchain data:

   • Blockchain streaming analytics: https://github.com/blockchain-etl/blockchain-streaming-analytics.
   • Parsing Ethereum smart contract data: https://towardsdatascience.com/how-to-get-any-ethereum-smart-contract-into-bigquery-in-8-mins-bab5db1fdeee.
   • Blockchain analytics in BigQuery: https://github.com/blockchain-etl/awesome-bigquery-views.
   • Clustering Ethereum addresses: https://towardsdatascience.com/clustering-ethereum-addresses-18aeca61919d.
   • Twitter bot posting anomalous transactions: https://twitter.com/BlockchainETL.
   • ...