https://github.com/blockchain-etl/blockchain-etl-architecture

Blockchain ETL Architecture
https://github.com/blockchain-etl/blockchain-etl-architecture

apache-beam blockchain blockchain-analytics crypto cryptocurrency data-analytics data-engineering ethereum etl gcp gke google-bigquery google-cloud google-cloud-platform google-container-engine google-dataflow google-pubsub kubernetes on-chain-analysis real-time-analytics

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Blockchain ETL Architecture

• Host: GitHub
• URL: https://github.com/blockchain-etl/blockchain-etl-architecture
• Owner: blockchain-etl
• License: mit
• Created: 2020-04-09T13:06:44.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2022-10-10T10:47:32.000Z (almost 2 years ago)
• Last Synced: 2024-07-09T02:00:02.504Z (2 months ago)
• Topics: apache-beam, blockchain, blockchain-analytics, crypto, cryptocurrency, data-analytics, data-engineering, ethereum, etl, gcp, gke, google-bigquery, google-cloud, google-cloud-platform, google-container-engine, google-dataflow, google-pubsub, kubernetes, on-chain-analysis, real-time-analytics
• Homepage:
• Size: 101 KB
• Stars: 43
• Watchers: 5
• Forks: 15
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Blockchain ETL Architecture

![blockchain_etl_architecture.svg](./assets/blockchain_etl_architecture.svg)

[Google Slides version](https://docs.google.com/presentation/d/1ZMTpj_1YKBxSBwvh2Y_0P-GRkHO-KR1mXZi9vyJWvg8/edit?usp=sharing)

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.

    - ...