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MT5 Python copy_rates_from()

functioncopy_rates_from()MetaTrader5 Python packageBars and ticks

Returns a number of bars for one instrument and timeframe, counting back from a date.

Risk warning: CFDs and spread bets are complex instruments and come with a high risk of losing money rapidly due to leverage. You can lose money on these products, and each provider publishes its own loss figure under FCA rules. You should consider whether you understand how they work and whether you can afford to take the high risk of losing your money. Automated and API trading can amplify losses through bugs, connectivity failures and runaway orders.

Independent and unofficialmql5.comchecked

This is a Python function, not an HTTP endpoint. It has no method, no path and no address to send a request to: the package talks to a MetaTrader 5 terminal running on the same computer.

The page says the terminal supplies bars only as far back as its charts hold, a limit set by the terminal's Max. bars in chart setting. The page warns that Python builds a datetime in local time while the terminal stores times in UTC, so dates passed to the package should be created in UTC.

Signature

The form of the call on the vendor's page, with the vendor's comments taken out.

copy_rates_from(
  symbol,
  timeframe,
  date_from,
  count
)

Arguments

NameTypeDescription
symbolrequiredNot statedThe instrument's name. The page's example value is "EURUSD".
timeframerequiredNot statedThe bar size, as a value of the package's TIMEFRAME enumeration, for example TIMEFRAME_H1.
date_fromrequireddatetime or intThe opening time of the newest bar wanted. The page says it is given as a datetime object or as a number of seconds since 1 January 1970. Only bars that open at or before this time are returned.
countrequiredNot statedHow many bars to return.

Return value

Type
numpy array or None
What comes back
One row per bar with the named columns time, open, high, low, close, tick_volume, spread and real_volume. On failure the page says it returns None, and that last_error() gives the reason.

Sample

Written by this site from the signature and arguments recorded on this page. It has not been run against a terminal, a server or an account, and the values in it are placeholders. No credential is typed into it: where one is needed it is read from an environment variable on your own machine. Nothing is entered on this site.

from datetime import datetime, timezone
import MetaTrader5 as mt5

if not mt5.initialize():
    raise SystemExit(f"initialize() failed: {mt5.last_error()}")

# Built in UTC, as the page asks.
until = datetime(2026, 1, 9, tzinfo=timezone.utc)
rates = mt5.copy_rates_from("EURUSD", mt5.TIMEFRAME_H1, until, 24)
if rates is not None:
    for bar in rates:
        print(bar["time"], bar["open"], bar["close"])

mt5.shutdown()