Eth-Lake

A Python library for extracting Ethereum blockchain data directly into Parquet.

Installation

pip install eth-lake

Usage

Bulk Extraction (Pipeline)

Fetch a range of blocks concurrently and write them as Parquet files to a specific directory.

import eth_lake
import asyncio

RPC_URL = "https://eth.llamarpc.com"

async def main():
    # Extract blocks 18M to 18M+50 with 20 concurrent workers
    result = await eth_lake.extract_range(
        rpc_url=RPC_URL,
        start=18000000,
        end=18000050,
        output_dir="./data",
        concurrency=20
    )
    print(result)
    
    #**Note**: Free RPC providers (LlamaRPC, etc.) aggressively throttle concurrent requests. 
    #> For reliable extraction on free tiers, reduce `concurrency=1`. Production workloads 
    #> should use paid providers (Alchemy/Infura) with higher rate limits.

if __name__ == "__main__":
    asyncio.run(main())

Single Block Fetch

Fetch a single block for inspection or debugging.

file_path = await eth_lake.fetch_block_arrow(
    rpc_url=RPC_URL,
    block_number=19000000,
    output_path="block_19000000.parquet"
)

Utilities

Check the current chain height before starting a job.

tip = await eth_lake.get_latest_block(RPC_URL)

Output

The library produces standard Parquet files containing the following schema:

  • number (UInt64)
  • hash (Utf8)
  • parent_hash (Utf8)

License

MIT License

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for mantissamr from gravatar.com mantissamr

Requires

Python >=3.8

Classifiers

Metadata

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

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Avatar for mantissamr from gravatar.com mantissamr

Requires

Python >=3.8

Classifiers

Release files for eth-lake 0.1.8

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Source distribution (sdist)

Source distribution for eth-lake 0.1.8
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Built distributions (wheels)

Table of built distributions (wheels) for eth-lake 0.1.8
File
eth_lake-0.1.8-cp312-cp312-win_arm64.whl 4.3 MB Without provenance CPython 3.12 CPython 3.12 Windows ARM64 Details
eth_lake-0.1.8-cp312-cp312-win_amd64.whl 4.6 MB Without provenance CPython 3.12 CPython 3.12 Windows x86-64 Details
eth_lake-0.1.8-cp312-cp312-win32.whl 4.0 MB Without provenance CPython 3.12 CPython 3.12 Windows x86-32 Details
eth_lake-0.1.8-cp312-cp312-musllinux_1_2_x86_64.whl 5.7 MB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
eth_lake-0.1.8-cp312-cp312-musllinux_1_2_armv7l.whl 5.4 MB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ ARMv7l Details
eth_lake-0.1.8-cp312-cp312-musllinux_1_2_aarch64.whl 5.5 MB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
eth_lake-0.1.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
eth_lake-0.1.8-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.2 MB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARMv7l Details
eth_lake-0.1.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 5.3 MB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
eth_lake-0.1.8-cp312-cp312-macosx_11_0_arm64.whl 4.7 MB Without provenance CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
eth_lake-0.1.8-cp312-cp312-macosx_10_12_x86_64.whl 5.0 MB Without provenance CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
eth_lake-0.1.8-cp311-cp311-win_arm64.whl 4.3 MB Without provenance CPython 3.11 CPython 3.11 Windows ARM64 Details
eth_lake-0.1.8-cp311-cp311-win_amd64.whl 4.6 MB Without provenance CPython 3.11 CPython 3.11 Windows x86-64 Details
eth_lake-0.1.8-cp311-cp311-win32.whl 4.0 MB Without provenance CPython 3.11 CPython 3.11 Windows x86-32 Details
eth_lake-0.1.8-cp311-cp311-musllinux_1_2_x86_64.whl 5.7 MB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
eth_lake-0.1.8-cp311-cp311-musllinux_1_2_armv7l.whl 5.4 MB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ ARMv7l Details
eth_lake-0.1.8-cp311-cp311-musllinux_1_2_aarch64.whl 5.5 MB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
eth_lake-0.1.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
eth_lake-0.1.8-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.2 MB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARMv7l Details
eth_lake-0.1.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 5.3 MB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
eth_lake-0.1.8-cp311-cp311-macosx_11_0_arm64.whl 4.7 MB Without provenance CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
eth_lake-0.1.8-cp311-cp311-macosx_10_12_x86_64.whl 5.0 MB Without provenance CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details
eth_lake-0.1.8-cp310-cp310-win_arm64.whl 4.3 MB Without provenance CPython 3.10 CPython 3.10 Windows ARM64 Details
eth_lake-0.1.8-cp310-cp310-win_amd64.whl 4.6 MB Without provenance CPython 3.10 CPython 3.10 Windows x86-64 Details
eth_lake-0.1.8-cp310-cp310-win32.whl 4.0 MB Without provenance CPython 3.10 CPython 3.10 Windows x86-32 Details
eth_lake-0.1.8-cp310-cp310-musllinux_1_2_x86_64.whl 5.7 MB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
eth_lake-0.1.8-cp310-cp310-musllinux_1_2_armv7l.whl 5.4 MB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ ARMv7l Details
eth_lake-0.1.8-cp310-cp310-musllinux_1_2_aarch64.whl 5.5 MB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
eth_lake-0.1.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
eth_lake-0.1.8-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.2 MB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARMv7l Details
eth_lake-0.1.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 5.3 MB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
eth_lake-0.1.8-cp310-cp310-macosx_11_0_arm64.whl 4.7 MB Without provenance CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
eth_lake-0.1.8-cp310-cp310-macosx_10_12_x86_64.whl 5.0 MB Without provenance CPython 3.10 CPython 3.10 macOS 10.12+ x86-64 Details
eth_lake-0.1.8-cp39-cp39-win_arm64.whl 4.3 MB Without provenance CPython 3.9 CPython 3.9 Windows ARM64 Details
eth_lake-0.1.8-cp39-cp39-win_amd64.whl 4.6 MB Without provenance CPython 3.9 CPython 3.9 Windows x86-64 Details
eth_lake-0.1.8-cp39-cp39-win32.whl 4.0 MB Without provenance CPython 3.9 CPython 3.9 Windows x86-32 Details
eth_lake-0.1.8-cp39-cp39-musllinux_1_2_x86_64.whl 5.7 MB Without provenance CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
eth_lake-0.1.8-cp39-cp39-musllinux_1_2_armv7l.whl 5.4 MB Without provenance CPython 3.9 CPython 3.9 Linux musl 1.2+ ARMv7l Details
eth_lake-0.1.8-cp39-cp39-musllinux_1_2_aarch64.whl 5.5 MB Without provenance CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
eth_lake-0.1.8-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
eth_lake-0.1.8-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.2 MB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARMv7l Details
eth_lake-0.1.8-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 5.3 MB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
eth_lake-0.1.8-cp39-cp39-macosx_11_0_arm64.whl 4.7 MB Without provenance CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
eth_lake-0.1.8-cp39-cp39-macosx_10_12_x86_64.whl 5.0 MB Without provenance CPython 3.9 CPython 3.9 macOS 10.12+ x86-64 Details
eth_lake-0.1.8-cp38-cp38-win_arm64.whl 4.3 MB Without provenance CPython 3.8 CPython 3.8 Windows ARM64 Details
eth_lake-0.1.8-cp38-cp38-win_amd64.whl 4.6 MB Without provenance CPython 3.8 CPython 3.8 Windows x86-64 Details
eth_lake-0.1.8-cp38-cp38-win32.whl 4.0 MB Without provenance CPython 3.8 CPython 3.8 Windows x86-32 Details
eth_lake-0.1.8-cp38-cp38-musllinux_1_2_x86_64.whl 5.7 MB Without provenance CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-64 Details
eth_lake-0.1.8-cp38-cp38-musllinux_1_2_armv7l.whl 5.4 MB Without provenance CPython 3.8 CPython 3.8 Linux musl 1.2+ ARMv7l Details
eth_lake-0.1.8-cp38-cp38-musllinux_1_2_aarch64.whl 5.5 MB Without provenance CPython 3.8 CPython 3.8 Linux musl 1.2+ ARM64 Details
eth_lake-0.1.8-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 5.4 MB Without provenance CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
eth_lake-0.1.8-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 5.2 MB Without provenance CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARMv7l Details
eth_lake-0.1.8-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 5.3 MB Without provenance CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64 Details
eth_lake-0.1.8-cp38-cp38-macosx_11_0_arm64.whl 4.7 MB Without provenance CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
eth_lake-0.1.8-cp38-cp38-macosx_10_12_x86_64.whl 5.0 MB Without provenance CPython 3.8 CPython 3.8 macOS 10.12+ x86-64 Details

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