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Merge pull request #12529 from mrpabloyeah/fix-backtesting-exception-when-no-data-is-available-for-a-pair
Fix backtesting exception when no data is available for a pair
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@@ -126,6 +126,7 @@ class Backtesting:
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self.config["dry_run"] = True
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self.price_pair_prec: dict[str, Series] = {}
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self.available_pairs: list[str] = []
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self.run_ids: dict[str, str] = {}
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self.strategylist: list[IStrategy] = []
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self.all_bt_content: dict[str, BacktestContentType] = {}
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@@ -176,7 +177,8 @@ class Backtesting:
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self._validate_pairlists_for_backtesting()
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self.dataprovider.add_pairlisthandler(self.pairlists)
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self.pairlists.refresh_pairlist()
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self.dynamic_pairlist: bool = self.config.get("enable_dynamic_pairlist", False)
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self.pairlists.refresh_pairlist(only_first=self.dynamic_pairlist)
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if len(self.pairlists.whitelist) == 0:
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raise OperationalException("No pair in whitelist.")
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@@ -211,7 +213,6 @@ class Backtesting:
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self._can_short = self.trading_mode != TradingMode.SPOT
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self._position_stacking: bool = self.config.get("position_stacking", False)
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self.enable_protections: bool = self.config.get("enable_protections", False)
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self.dynamic_pairlist: bool = self.config.get("enable_dynamic_pairlist", False)
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migrate_data(config, self.exchange)
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self.init_backtest()
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@@ -335,10 +336,12 @@ class Backtesting:
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self.progress.set_new_value(1)
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self._load_bt_data_detail()
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self.price_pair_prec = {}
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for pair in self.pairlists.whitelist:
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if pair in data:
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# Load price precision logic
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self.price_pair_prec[pair] = get_tick_size_over_time(data[pair])
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self.available_pairs.append(pair)
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return data, self.timerange
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def _load_bt_data_detail(self) -> None:
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@@ -1587,7 +1590,7 @@ class Backtesting:
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self.check_abort()
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if self.dynamic_pairlist and self.pairlists:
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self.pairlists.refresh_pairlist()
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self.pairlists.refresh_pairlist(pairs=self.available_pairs)
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pairs = self.pairlists.whitelist
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# Reset open trade count for this candle
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@@ -134,8 +134,20 @@ class PairListManager(LoggingMixin):
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def _get_cached_tickers(self) -> Tickers:
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return self._exchange.get_tickers()
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def refresh_pairlist(self) -> None:
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"""Run pairlist through all configured Pairlist Handlers."""
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def refresh_pairlist(self, only_first: bool = False, pairs: list[str] | None = None) -> None:
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"""
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Run pairlist through all configured Pairlist Handlers.
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:param only_first: If True, only run the first PairList handler (the generator)
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and skip all subsequent filters. Used during backtesting startup to ensure
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historic data is loaded for the complete universe of pairs that the
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generator can produce (even if later filters would reduce the list size).
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Prevents missing data when a filter returns a variable number of pairs
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across refresh cycles.
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:param pairs: Optional list of pairs to intersect with the generated pairlist.
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Only pairs present both in the generated list and this parameter are kept.
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Used in backtesting to filter out pairs with no available data.
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"""
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# Tickers should be cached to avoid calling the exchange on each call.
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tickers: dict = {}
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if self._tickers_needed:
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@@ -144,6 +156,11 @@ class PairListManager(LoggingMixin):
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# Generate the pairlist with first Pairlist Handler in the chain
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pairlist = self._pairlist_handlers[0].gen_pairlist(tickers)
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# Optional intersection with an explicit list of pairs (used in backtesting)
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if pairs is not None:
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pairlist = [p for p in pairlist if p in pairs]
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if not only_first:
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# Process all Pairlist Handlers in the chain
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# except for the first one, which is the generator.
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for pairlist_handler in self._pairlist_handlers[1:]:
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@@ -2772,7 +2772,7 @@ def test_time_pair_generator_open_trades_first(mocker, default_conf, dynamic_pai
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dummy_row = (end_date, 1.0, 1.1, 0.9, 1.0, 0, 0, 0, 0, None, None)
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data = {pair: [dummy_row] for pair in pairs}
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def mock_refresh(self):
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def mock_refresh(self, **kwargs):
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# Simulate shuffle
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self._whitelist = pairs[::-1] # ['ETH/BTC', 'NEO/BTC', 'LTC/BTC', 'XRP/BTC']
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