FTX historical market data details - available instruments, data coverage and data collection specifics
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# requires Python >=3.6
# pip install tardis-dev
from tardis_dev import datasets, get_exchange_details
import logging
# optionally enable debug logs
# logging.basicConfig(level=logging.DEBUG)
exchange = 'ftx'
exchange_details = get_exchange_details(exchange)
# iterate over and download all data for every symbol
for symbol in exchange_details["datasets"]["symbols"]:
# alternatively specify datatypes explicitly ['trades', 'incremental_book_L2', 'quotes'] etc
# see available options https://docs.tardis.dev/downloadable-csv-files#data-types
data_types = symbol["dataTypes"]
symbol_id = symbol["id"]
from_date = symbol["availableSince"]
to_date = symbol["availableTo"]
# skip groupped symbols
if symbol_id in ['PERPETUALS', 'SPOT', 'FUTURES']:
continue
print(f"Downloading {exchange} {data_types} for {symbol_id} from {from_date} to {to_date}")
# each CSV dataset format is documented at https://docs.tardis.dev/downloadable-csv-files#data-types
# see https://docs.tardis.dev/downloadable-csv-files#download-via-client-libraries for full options docs
datasets.download(
exchange = exchange,
data_types = data_types,
from_date = from_date,
to_date = to_date,
symbols = [symbol_id],
# TODO set your API key here
api_key = "YOUR_API_KEY",
# path where CSV data will be downloaded into
download_dir = "./datasets",
)// npm install tardis-dev
// requires node version >=12
const { downloadDatasets, getExchangeDetails } = require('tardis-dev')
;(async () => {
const exchange = 'ftx'
const exchangeDetails = await getExchangeDetails(exchange)
// iterate over and download all data for every symbol
for (const symbol of exchangeDetails.datasets.symbols) {
// alternatively specify dataTypes explicitly ['trades', 'incremental_book_L2', 'quotes'] etc
// see available options https://docs.tardis.dev/downloadable-csv-files#data-types
const dataTypes = symbol.dataTypes
const symbolId = symbol.id
const from = symbol.availableSince
const to = symbol.availableTo
// skip groupped symbols
if (['PERPETUALS', 'SPOT', 'FUTURES'].includes(symbolId)) {
continue
}
console.log(`Downloading ${exchange} ${dataTypes} for ${symbolId} from ${from} to ${to}`)
// each CSV dataset format is documented at https://docs.tardis.dev/downloadable-csv-files#data-types
// see https://docs.tardis.dev/downloadable-csv-files#download-via-client-libraries for full options docs
await downloadDatasets({
exchange,
dataTypes,
from,
to,
symbols: [symbolId],
// TODO: set your API key here
apiKey: 'YOUR_API_KEY',
// path where CSV data will be downloaded into
downloadDir: './datasets'
})
}
})()curl -o ftx_trades_2019-11-01_BTC-PERP.csv.gz https://datasets.tardis.dev/v1/ftx/trades/2019/11/01/BTC-PERP.csv.gz# pip install tardis-client
import asyncio
from tardis_client import TardisClient, Channel
tardis_client = TardisClient(api_key="YOUR_API_KEY")
async def replay():
# replay method returns Async Generator
messages = tardis_client.replay(
exchange="ftx",
from_date="2020-01-01",
to_date="2020-01-02",
filters=[Channel(name="orderbook", symbols=["BTC-PERP"])]
)
# messages as provided by FTX real-time stream
async for local_timestamp, message in messages:
print(message)
asyncio.run(replay())// npm install tardis-dev
const { replay } = require('tardis-dev');
async function run() {
try {
const messages = replay({
exchange: 'ftx',
from: '2020-01-01',
to: '2020-01-02',
filters: [{ channel: 'orderbook', symbols: ['BTC-PERP'] }],
apiKey: 'YOUR_API_KEY'
});
// messages as provided by FTX real-time stream
for await (const { localTimestamp, message } of messages) {
console.log(localTimestamp, message);
}
} catch (e) {
console.error(e);
}
}
run();curl -g 'https://api.tardis.dev/v1/data-feeds/ftx?from=2020-01-01&filters=[{"channel":"orderbook","symbols":["BTC-PERP"]}]&offset=0'curl -g 'localhost:8000/replay?options={"exchange":"ftx","filters":[{"channel":"orderbook","symbols":["BTC-PERP"]}],"from":"2020-01-01","to":"2020-01-02"}'