API
Miscellaneous
Coinbase Pro
Coinbase Pro historical market data details - currency pairs, data coverage and data collection specifics
Exchange status: not available for individual order
Coinbase Pro historical data for all it's currency pairs is available since 2019-03-30.
See Coinbase Pro historical data coverage: available symbols, channels, date ranges and incidents
Downloadable CSV files
Historical CSV datasets for the first day of each month are available to download without API key.
See downloadable CSV files documentation.
data type
symbol
date
API Access and data format
Historical data format is the same as provided by real-time Coinbase Pro WebSocket API with addition of local timestamps. If you'd like to work with normalized data format instead (same format for each exchange) see downloadable CSV files or official client libs that perform data normalization client-side.
Python
Node.js
cURL & HTTP API
cURL & tardis-machine
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# pip install tardis-client
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import asyncio
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from tardis_client import TardisClient, Channel
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tardis_client = TardisClient(api_key="YOUR_API_KEY")
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async def replay():
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# replay method returns Async Generator
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messages = tardis_client.replay(
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exchange="coinbase",
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from_date="2019-07-01",
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to_date="2019-07-02",
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filters=[Channel(name="l2update", symbols=["BTC-USD"])]
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)
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# messages as provided by Coinbase Pro real-time stream
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async for local_timestamp, message in messages:
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print(message)
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asyncio.run(replay())
Copied!
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// npm install tardis-dev
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const { replay } = require('tardis-dev');
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async function run() {
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try {
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const messages = replay({
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exchange: 'coinbase',
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from: '2019-07-01',
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to: '2019-07-02',
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filters: [{ channel: 'l2update', symbols: ['BTC-USD'] }],
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apiKey: 'YOUR_API_KEY'
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});
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// messages as provided by Coinbase Pro real-time stream
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for await (const { localTimestamp, message } of messages) {
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console.log(localTimestamp, message);
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}
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} catch (e) {
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console.error(e);
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}
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}
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run();
Copied!
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curl -g 'https://api.tardis.dev/v1/data-feeds/coinbase?from=2019-07-01&filters=[{"channel":"l2update","symbols":["BTC-USD"]}]&offset=0'
Copied!
Example API response for Coinbase Pro historical market data request
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curl -g 'localhost:8000/replay?options={"exchange":"coinbase","filters":[{"channel":"l2update","symbols":["BTC-USD"]}],"from":"2019-07-01","to":"2019-07-02"}'
Copied!
Tardis-machine is a locally runnable server that exposes API allowing efficiently requesting historical market data for whole time periods in contrast to HTTP API that provides data only in minute by minute slices.
Captured real-time channels
See Coinbase Pro WebSocket API docs providing documentation for each captured channel's format
- change
- l2update During recording, data integrity of order book L2 incremental updates messages is being validated using sequence numbers provided by Coinbase real-time feed - in case of detecting missed message WebSocket connection is being restarted.
- last_match
- full_snapshot - generated channel with full order book L3 snapshots Coinbase Pro (formerly GDAX) real-time WebSocket API provides initial full order book snapshots for level2, but not for full channel. To overcome this issue we fetch initial order book snapshots from REST API and store them together with rest of the WebSocket messages. Such snapshot messages are marked with
"type":"full_snapshot"and"generated":truefields. This effectively allows reconstructing historical full order book forfull(L3) channel. Validation based on sequence numbers iffull_snapshotoverlap with WS L3 updates has been added 2020-06-11.
Market data collection details
Market data collection infrastructure for Coinbase is located in GCP europe-west2 region (London, UK).
Real-time market data is captured via multiple WebSocket connections.
Coinbase Pro servers are located in AWS us-east-1 region (N. Virginia, USA).
It's WebSocket APIs are proxied through Cloudflare.
Last modified 1yr ago