Skip to main content

gapless-deribit-clickhouse

Deribit options data pipeline with ClickHouse storage.

Features

  • Historical trades: Backfillable from 2018 via history.deribit.com
  • Schema-first: YAML schemas generate types, DDL, and documentation
  • Python API: Clean interface for querying options data
  • BTC + ETH options: Focused on Deribit options trading data

Installation

pip install gapless-deribit-clickhouse

Quick Start

import gapless_deribit_clickhouse as gdch

# Fetch historical trades
df = gdch.fetch_trades(
    underlying="BTC",
    start="2024-01-01",
    end="2024-01-31",
    option_type="C"  # Calls only
)

# Collect trades to ClickHouse
gdch.collect_trades(
    underlying="BTC",
    start="2024-01-01"
)

Data Sources

Trades Table

Field Type Description
trade_id String Unique trade identifier
instrument_name String e.g., BTC-27DEC24-100000-C
timestamp DateTime64 Trade time (ms precision)
price Float64 Trade price in USD
amount Float64 Contract amount
direction String buy or sell
iv Float64 Implied volatility
underlying String BTC or ETH (derived)
expiry Date Option expiration (derived)
strike Float64 Strike price (derived)
option_type String C or P (derived)

Instrument Name Format

{UNDERLYING}-{DDMMMYY}-{STRIKE}-{TYPE}

Examples:

  • BTC-27DEC24-100000-C - BTC call, $100k strike, expires Dec 27 2024
  • ETH-28MAR25-5000-P - ETH put, $5k strike, expires Mar 28 2025

Configuration

Credentials

Set ClickHouse credentials via one of:

  1. Environment variables:

    export CLICKHOUSE_HOST_READONLY=<host>
    export CLICKHOUSE_USER_READONLY=<user>
    export CLICKHOUSE_PASSWORD_READONLY=<password>
    
  2. .env file in project root

  3. Doppler (recommended for production):

    doppler setup --project gapless-deribit-clickhouse --config prd
    

Development

# Install with dev dependencies
pip install -e ".[dev]"

# Run tests
pytest

# Run linting
ruff check src/

Architecture

+---------------------+
| history.deribit.com |
|  /get_last_trades   |
+---------------------+
          |
          v
+---------------------+
|   TradesCollector   |  Historical
|    (Backfill)       |  Backfill
+---------------------+
          |
          v
+=====================+
|       deribit       |
|   .options_trades   |
+=====================+
          |
          v
+---------------------+
|     Python API      |
|   fetch_trades()    |
|  collect_trades()   |
+---------------------+

ADR: 2025-12-08-clickhouse-naming-convention

License

MIT

Metadata

Release files for gapless-deribit-clickhouse 2.2.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for gapless-deribit-clickhouse 2.2.0
File Size Uploaded
gapless_deribit_clickhouse-2.2.0.tar.gz 223.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for gapless-deribit-clickhouse 2.2.0
File Interpreter ABI Platform
gapless_deribit_clickhouse-2.2.0-py3-none-any.whl Python 3 none any Details

Total release size: 281.7 kB

Release files / gapless_deribit_clickhouse-2.2.0.tar.gz

Download URL gapless_deribit_clickhouse-2.2.0.tar.gz
Size 223.9 kB
Tags Source
SHA-256 checksum
How to use checksums
a30f0b06f6915904d2da1522150113fddbe840a34c38f0ee2d322699eedb3e3d
BLAKE2b-256 checksum
How to use checksums
caf5d6dc1251f038df97dd7da0a6ecbb5d6383223c782ce14ecafe626e2b5377
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.9.17 {"installer":{"name":"uv","version":"0.9.17","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}

Release files / gapless_deribit_clickhouse-2.2.0-py3-none-any.whl

Download URL gapless_deribit_clickhouse-2.2.0-py3-none-any.whl
Size 57.8 kB
Tags Python 3
SHA-256 checksum
How to use checksums
1bf58ed3bab956b4ad39cbaa244bcf35cfe5049896c43d734df2428719ee445d
BLAKE2b-256 checksum
How to use checksums
b789888b8ba931431f043a7aa2ae6289ef9a2ba8e1c8f79354e6d7f214a51592
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.9.17 {"installer":{"name":"uv","version":"0.9.17","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}

Release history Release notifications | RSS feed

This release

2.2.0 This release

2 release files

2.1.0

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page