stable/docs/data-download.md

# Data Downloading

## Getting data for backtesting and hyperopt

To download data (candles / OHLCV) needed for backtesting and hyperoptimization use the `freqtrade download-data` command.

If no additional parameter is specified, freqtrade will download data for `"1m"` and `"5m"` timeframes for the last 30 days.
Exchange and pairs will come from `config.json` (if specified using `-c/--config`).
Otherwise `--exchange` becomes mandatory.

!!! Tip Updating existing data
    If you already have backtesting data available in your data-directory and would like to refresh this data up to today, use `--days xx` with a number slightly higher than the missing number of days. Freqtrade will keep the available data and only download the missing data.
    Be carefull though: If the number is too small (which would result in a few missing days), the whole dataset will be removed and only xx days will be downloaded.

### Pairs file

In alternative to the whitelist from `config.json`, a `pairs.json` file can be used.

If you are using Binance for example:

- create a directory `user_data/data/binance` and copy or create the `pairs.json` file in that directory.
- update the `pairs.json` file to contain the currency pairs you are interested in.

```bash
mkdir -p user_data/data/binance
cp freqtrade/tests/testdata/pairs.json user_data/data/binance
```

The format of the `pairs.json` file is a simple json list.
Mixing different stake-currencies is allowed for this file, since it's only used for downloading.

``` json
[
    "ETH/BTC",
    "ETH/USDT",
    "BTC/USDT",
    "XRP/ETH"
]
```

### Start download

Then run:

```bash
freqtrade download-data --exchange binance
```

This will download ticker data for all the currency pairs you defined in `pairs.json`.

### Other Notes

- To use a different directory than the exchange specific default, use `--datadir user_data/data/some_directory`.
- To change the exchange used to download the tickers, please use a different configuration file (you'll probably need to adjust ratelimits etc.)
- To use `pairs.json` from some other directory, use `--pairs-file some_other_dir/pairs.json`.
- To download ticker data for only 10 days, use `--days 10` (defaults to 30 days).
- Use `--timeframes` to specify which tickers to download. Default is `--timeframes 1m 5m` which will download 1-minute and 5-minute tickers.
- To use exchange, timeframe and list of pairs as defined in your configuration file, use the `-c/--config` option. With this, the script uses the whitelist defined in the config as the list of currency pairs to download data for and does not require the pairs.json file. You can combine `-c/--config` with most other options.

### Trades (tick) data

By default, `download-data` subcommand downloads Candles (OHLCV) data. Some exchanges also provide historic trade-data via their API.
This data can be useful if you need many different timeframes, since it is only downloaded once, and then resampled locally to the desired timeframes.

Since this data is large by default, the files use gzip by default. They are stored in your data-directory with the naming convention of `<pair>-trades.json.gz` (`ETH_BTC-trades.json.gz`). Incremental mode is also supported, as for historic OHLCV data, so downloading the data once per week with `--days 8` will create an incremental data-repository.

To use this mode, simply add `--dl-trades` to your call. This will swap the download method to download trades, and resamples the data locally.

Example call:

```bash
freqtrade download-data --exchange binance --pairs XRP/ETH ETH/BTC --days 20 --dl-trades
```

!!! Note
    While this method uses async calls, it will be slow, since it requires the result of the previous call to generate the next request to the exchange.

!!! Warning
    The historic trades are not available during Freqtrade dry-run and live trade modes because all exchanges tested provide this data with a delay of few 100 candles, so it's not suitable for real-time trading.

### Historic Kraken data

The Kraken API does only provide 720 historic candles, which is sufficient for FreqTrade dry-run and live trade modes, but is a problem for backtesting.
To download data for the Kraken exchange, using `--dl-trades` is mandatory, otherwise the bot will download the same 720 candles over and over, and you'll not have enough backtest data.

## Next step

Great, you now have backtest data downloaded, so you can now start [backtesting](backtesting.md) your strategy.
Improve documentation wording 2019-09-25 04:26:28 +00:00			`# Data Downloading`
Improve backtesting docs 2019-09-21 08:09:14 +00:00
			`## Getting data for backtesting and hyperopt`

			To download data (candles / OHLCV) needed for backtesting and hyperoptimization use the `freqtrade download-data` command.

Some small restructuring 2019-09-24 05:05:30 +00:00			If no additional parameter is specified, freqtrade will download data for `"1m"` and `"5m"` timeframes for the last 30 days.
			Exchange and pairs will come from `config.json` (if specified using `-c/--config`).
			Otherwise `--exchange` becomes mandatory.
Improve backtesting docs 2019-09-21 08:09:14 +00:00
Merge branch 'develop' into backtest_docs 2019-09-26 09:04:01 +00:00			`!!! Tip Updating existing data`
			If you already have backtesting data available in your data-directory and would like to refresh this data up to today, use `--days xx` with a number slightly higher than the missing number of days. Freqtrade will keep the available data and only download the missing data.
			`Be carefull though: If the number is too small (which would result in a few missing days), the whole dataset will be removed and only xx days will be downloaded.`

Some small restructuring 2019-09-24 05:05:30 +00:00			`### Pairs file`

			In alternative to the whitelist from `config.json`, a `pairs.json` file can be used.
Improve backtesting docs 2019-09-21 08:09:14 +00:00
			`If you are using Binance for example:`

Some small restructuring 2019-09-24 05:05:30 +00:00			- create a directory `user_data/data/binance` and copy or create the `pairs.json` file in that directory.
			- update the `pairs.json` file to contain the currency pairs you are interested in.
Improve backtesting docs 2019-09-21 08:09:14 +00:00
			```bash
			`mkdir -p user_data/data/binance`
			`cp freqtrade/tests/testdata/pairs.json user_data/data/binance`
			```

Add format description for pairs.json file 2019-09-24 05:07:06 +00:00			The format of the `pairs.json` file is a simple json list.
			`Mixing different stake-currencies is allowed for this file, since it's only used for downloading.`

			``` json
			`[`
			`"ETH/BTC",`
			`"ETH/USDT",`
			`"BTC/USDT",`
			`"XRP/ETH"`
			`]`
			```

Add documentation for --dl-trades 2019-10-13 17:35:33 +00:00			`### Start download`
Some small restructuring 2019-09-24 05:05:30 +00:00
Improve backtesting docs 2019-09-21 08:09:14 +00:00			`Then run:`

			```bash
			`freqtrade download-data --exchange binance`
			```

			This will download ticker data for all the currency pairs you defined in `pairs.json`.

Some small restructuring 2019-09-24 05:05:30 +00:00			`### Other Notes`

Improve backtesting docs 2019-09-21 08:09:14 +00:00			- To use a different directory than the exchange specific default, use `--datadir user_data/data/some_directory`.
			`- To change the exchange used to download the tickers, please use a different configuration file (you'll probably need to adjust ratelimits etc.)`
			- To use `pairs.json` from some other directory, use `--pairs-file some_other_dir/pairs.json`.
			- To download ticker data for only 10 days, use `--days 10` (defaults to 30 days).
			- Use `--timeframes` to specify which tickers to download. Default is `--timeframes 1m 5m` which will download 1-minute and 5-minute tickers.
			- To use exchange, timeframe and list of pairs as defined in your configuration file, use the `-c/--config` option. With this, the script uses the whitelist defined in the config as the list of currency pairs to download data for and does not require the pairs.json file. You can combine `-c/--config` with most other options.

Add documentation for --dl-trades 2019-10-13 17:35:33 +00:00			`### Trades (tick) data`

Some minor cleanups to trades download methods and docs 2019-10-19 08:05:30 +00:00			By default, `download-data` subcommand downloads Candles (OHLCV) data. Some exchanges also provide historic trade-data via their API.
Add documentation for --dl-trades 2019-10-13 17:35:33 +00:00			`This data can be useful if you need many different timeframes, since it is only downloaded once, and then resampled locally to the desired timeframes.`

Some minor cleanups to trades download methods and docs 2019-10-19 08:05:30 +00:00			Since this data is large by default, the files use gzip by default. They are stored in your data-directory with the naming convention of `<pair>-trades.json.gz` (`ETH_BTC-trades.json.gz`). Incremental mode is also supported, as for historic OHLCV data, so downloading the data once per week with `--days 8` will create an incremental data-repository.
Add documentation for --dl-trades 2019-10-13 17:35:33 +00:00
Some minor cleanups to trades download methods and docs 2019-10-19 08:05:30 +00:00			To use this mode, simply add `--dl-trades` to your call. This will swap the download method to download trades, and resamples the data locally.
Add documentation for --dl-trades 2019-10-13 17:35:33 +00:00
			`Example call:`

			```bash
			`freqtrade download-data --exchange binance --pairs XRP/ETH ETH/BTC --days 20 --dl-trades`
			```

			`!!! Note`
			`While this method uses async calls, it will be slow, since it requires the result of the previous call to generate the next request to the exchange.`

			`!!! Warning`
Some minor cleanups to trades download methods and docs 2019-10-19 08:05:30 +00:00			`The historic trades are not available during Freqtrade dry-run and live trade modes because all exchanges tested provide this data with a delay of few 100 candles, so it's not suitable for real-time trading.`
Add documentation for --dl-trades 2019-10-13 17:35:33 +00:00
			`### Historic Kraken data`

Some minor cleanups to trades download methods and docs 2019-10-19 08:05:30 +00:00			`The Kraken API does only provide 720 historic candles, which is sufficient for FreqTrade dry-run and live trade modes, but is a problem for backtesting.`
Add documentation for --dl-trades 2019-10-13 17:35:33 +00:00			To download data for the Kraken exchange, using `--dl-trades` is mandatory, otherwise the bot will download the same 720 candles over and over, and you'll not have enough backtest data.

Improve backtesting docs 2019-09-21 08:09:14 +00:00			`## Next step`

			`Great, you now have backtest data downloaded, so you can now start [backtesting](backtesting.md) your strategy.`