Merge pull request #7146 from freqtrade/fix/liquidation

Update liquidation price handling

docs/strategy-callbacks.md

@@ -623,6 +623,7 @@ class AwesomeStrategy(IStrategy):
 
 !!! Warning
     `confirm_trade_exit()` can prevent stoploss exits, causing significant losses as this would ignore stoploss exits.
+    `confirm_trade_exit()` will not be called for Liquidations - as liquidations are forced by the exchange, and therefore cannot be rejected.
 
 ## Adjust trade position
 

freqtrade/enums/exittype.py

@@ -9,6 +9,7 @@ class ExitType(Enum):
     STOP_LOSS = "stop_loss"
     STOPLOSS_ON_EXCHANGE = "stoploss_on_exchange"
     TRAILING_STOP_LOSS = "trailing_stop_loss"
+    LIQUIDATION = "liquidation"
     EXIT_SIGNAL = "exit_signal"
     FORCE_EXIT = "force_exit"
     EMERGENCY_EXIT = "emergency_exit"

freqtrade/freqtradebot.py

@@ -1016,7 +1016,7 @@ class FreqtradeBot(LoggingMixin):
             trade.stoploss_order_id = None
             logger.error(f'Unable to place a stoploss order on exchange. {e}')
             logger.warning('Exiting the trade forcefully')
-            self.execute_trade_exit(trade, trade.stop_loss, exit_check=ExitCheckTuple(
+            self.execute_trade_exit(trade, stop_price, exit_check=ExitCheckTuple(
                 exit_type=ExitType.EMERGENCY_EXIT))
 
         except ExchangeError:
@@ -1086,7 +1086,7 @@ class FreqtradeBot(LoggingMixin):
         if (trade.is_open
                 and stoploss_order
                 and stoploss_order['status'] in ('canceled', 'cancelled')):
-            if self.create_stoploss_order(trade=trade, stop_price=trade.stop_loss):
+            if self.create_stoploss_order(trade=trade, stop_price=trade.stoploss_or_liquidation):
                 return False
             else:
                 trade.stoploss_order_id = None
@@ -1115,7 +1115,7 @@ class FreqtradeBot(LoggingMixin):
         :param order: Current on exchange stoploss order
         :return: None
         """
-        stoploss_norm = self.exchange.price_to_precision(trade.pair, trade.stop_loss)
+        stoploss_norm = self.exchange.price_to_precision(trade.pair, trade.stoploss_or_liquidation)
 
         if self.exchange.stoploss_adjust(stoploss_norm, order, side=trade.exit_side):
             # we check if the update is necessary
@@ -1133,7 +1133,7 @@ class FreqtradeBot(LoggingMixin):
                                      f"for pair {trade.pair}")
 
                 # Create new stoploss order
-                if not self.create_stoploss_order(trade=trade, stop_price=trade.stop_loss):
+                if not self.create_stoploss_order(trade=trade, stop_price=stoploss_norm):
                     logger.warning(f"Could not create trailing stoploss order "
                                    f"for pair {trade.pair}.")
 
@@ -1432,14 +1432,15 @@ class FreqtradeBot(LoggingMixin):
         )
         exit_type = 'exit'
         exit_reason = exit_tag or exit_check.exit_reason
-        if exit_check.exit_type in (ExitType.STOP_LOSS, ExitType.TRAILING_STOP_LOSS):
+        if exit_check.exit_type in (
+                ExitType.STOP_LOSS, ExitType.TRAILING_STOP_LOSS, ExitType.LIQUIDATION):
             exit_type = 'stoploss'
 
         # if stoploss is on exchange and we are on dry_run mode,
         # we consider the sell price stop price
         if (self.config['dry_run'] and exit_type == 'stoploss'
            and self.strategy.order_types['stoploss_on_exchange']):
-            limit = trade.stop_loss
+            limit = trade.stoploss_or_liquidation
 
         # set custom_exit_price if available
         proposed_limit_rate = limit
@@ -1464,11 +1465,12 @@ class FreqtradeBot(LoggingMixin):
         amount = self._safe_exit_amount(trade.pair, trade.amount)
         time_in_force = self.strategy.order_time_in_force['exit']
 
-        if not strategy_safe_wrapper(self.strategy.confirm_trade_exit, default_retval=True)(
+        if (exit_check.exit_type != ExitType.LIQUIDATION and not strategy_safe_wrapper(
+            self.strategy.confirm_trade_exit, default_retval=True)(
                 pair=trade.pair, trade=trade, order_type=order_type, amount=amount, rate=limit,
                 time_in_force=time_in_force, exit_reason=exit_reason,
                 sell_reason=exit_reason,  # sellreason -> compatibility
-                current_time=datetime.now(timezone.utc)):
+                current_time=datetime.now(timezone.utc))):
             logger.info(f"User denied exit for {trade.pair}.")
             return False
 
@@ -1661,7 +1663,7 @@ class FreqtradeBot(LoggingMixin):
                 trade = self.cancel_stoploss_on_exchange(trade)
                 # TODO: Margin will need to use interest_rate as well.
                 # interest_rate = self.exchange.get_interest_rate()
-                trade.set_isolated_liq(self.exchange.get_liquidation_price(
+                trade.set_liquidation_price(self.exchange.get_liquidation_price(
                     leverage=trade.leverage,
                     pair=trade.pair,
                     amount=trade.amount,

freqtrade/optimize/backtesting.py

@@ -381,7 +381,8 @@ class Backtesting:
         Get close rate for backtesting result
         """
         # Special handling if high or low hit STOP_LOSS or ROI
-        if exit.exit_type in (ExitType.STOP_LOSS, ExitType.TRAILING_STOP_LOSS):
+        if exit.exit_type in (
+                ExitType.STOP_LOSS, ExitType.TRAILING_STOP_LOSS, ExitType.LIQUIDATION):
             return self._get_close_rate_for_stoploss(row, trade, exit, trade_dur)
         elif exit.exit_type == (ExitType.ROI):
             return self._get_close_rate_for_roi(row, trade, exit, trade_dur)
@@ -396,11 +397,16 @@ class Backtesting:
         is_short = trade.is_short or False
         leverage = trade.leverage or 1.0
         side_1 = -1 if is_short else 1
+        if exit.exit_type == ExitType.LIQUIDATION and trade.liquidation_price:
+            stoploss_value = trade.liquidation_price
+        else:
+            stoploss_value = trade.stop_loss
+
         if is_short:
-            if trade.stop_loss < row[LOW_IDX]:
+            if stoploss_value < row[LOW_IDX]:
                 return row[OPEN_IDX]
         else:
-            if trade.stop_loss > row[HIGH_IDX]:
+            if stoploss_value > row[HIGH_IDX]:
                 return row[OPEN_IDX]
 
         # Special case: trailing triggers within same candle as trade opened. Assume most
@@ -433,7 +439,7 @@ class Backtesting:
                 return max(row[LOW_IDX], stop_rate)
 
         # Set close_rate to stoploss
-        return trade.stop_loss
+        return stoploss_value
 
     def _get_close_rate_for_roi(self, row: Tuple, trade: LocalTrade, exit: ExitCheckTuple,
                                 trade_dur: int) -> float:
@@ -592,7 +598,8 @@ class Backtesting:
             # Confirm trade exit:
             time_in_force = self.strategy.order_time_in_force['exit']
 
-            if not strategy_safe_wrapper(self.strategy.confirm_trade_exit, default_retval=True)(
+            if (exit_.exit_type != ExitType.LIQUIDATION and not strategy_safe_wrapper(
+                self.strategy.confirm_trade_exit, default_retval=True)(
                     pair=trade.pair,
                     trade=trade,  # type: ignore[arg-type]
                     order_type='limit',
@@ -601,7 +608,7 @@ class Backtesting:
                     time_in_force=time_in_force,
                     sell_reason=exit_reason,  # deprecated
                     exit_reason=exit_reason,
-                    current_time=exit_candle_time):
+                    current_time=exit_candle_time)):
                 return None
 
             trade.exit_reason = exit_reason
@@ -807,7 +814,7 @@ class Backtesting:
 
             trade.adjust_stop_loss(trade.open_rate, self.strategy.stoploss, initial=True)
 
-            trade.set_isolated_liq(self.exchange.get_liquidation_price(
+            trade.set_liquidation_price(self.exchange.get_liquidation_price(
                 pair=pair,
                 open_rate=propose_rate,
                 amount=amount,

freqtrade/persistence/trade_model.py

@@ -302,6 +302,16 @@ class LocalTrade():
     # Futures properties
     funding_fees: Optional[float] = None
 
+    @property
+    def stoploss_or_liquidation(self) -> float:
+        if self.liquidation_price:
+            if self.is_short:
+                return min(self.stop_loss, self.liquidation_price)
+            else:
+                return max(self.stop_loss, self.liquidation_price)
+
+        return self.stop_loss
+
     @property
     def buy_tag(self) -> Optional[str]:
         """
@@ -497,7 +507,7 @@ class LocalTrade():
         self.max_rate = max(current_price, self.max_rate or self.open_rate)
         self.min_rate = min(current_price_low, self.min_rate or self.open_rate)
 
-    def set_isolated_liq(self, liquidation_price: Optional[float]):
+    def set_liquidation_price(self, liquidation_price: Optional[float]):
         """
         Method you should use to set self.liquidation price.
         Assures stop_loss is not passed the liquidation price
@@ -506,22 +516,13 @@ class LocalTrade():
             return
         self.liquidation_price = liquidation_price
 
-    def _set_stop_loss(self, stop_loss: float, percent: float):
+    def __set_stop_loss(self, stop_loss: float, percent: float):
         """
-        Method you should use to set self.stop_loss.
+        Method used internally to set self.stop_loss.
-        Assures stop_loss is not passed the liquidation price
         """
-        if self.liquidation_price is not None:
-            if self.is_short:
-                sl = min(stop_loss, self.liquidation_price)
-            else:
-                sl = max(stop_loss, self.liquidation_price)
-        else:
-            sl = stop_loss
-
         if not self.stop_loss:
-            self.initial_stop_loss = sl
+            self.initial_stop_loss = stop_loss
-        self.stop_loss = sl
+        self.stop_loss = stop_loss
 
         self.stop_loss_pct = -1 * abs(percent)
         self.stoploss_last_update = datetime.utcnow()
@@ -543,18 +544,12 @@ class LocalTrade():
         leverage = self.leverage or 1.0
         if self.is_short:
             new_loss = float(current_price * (1 + abs(stoploss / leverage)))
-            # If trading with leverage, don't set the stoploss below the liquidation price
-            if self.liquidation_price:
-                new_loss = min(self.liquidation_price, new_loss)
         else:
             new_loss = float(current_price * (1 - abs(stoploss / leverage)))
-            # If trading with leverage, don't set the stoploss below the liquidation price
-            if self.liquidation_price:
-                new_loss = max(self.liquidation_price, new_loss)
 
         # no stop loss assigned yet
         if self.initial_stop_loss_pct is None or refresh:
-            self._set_stop_loss(new_loss, stoploss)
+            self.__set_stop_loss(new_loss, stoploss)
             self.initial_stop_loss = new_loss
             self.initial_stop_loss_pct = -1 * abs(stoploss)
 
@@ -569,7 +564,7 @@ class LocalTrade():
             #   ? decreasing the minimum stoploss
             if (higher_stop and not self.is_short) or (lower_stop and self.is_short):
                 logger.debug(f"{self.pair} - Adjusting stoploss...")
-                self._set_stop_loss(new_loss, stoploss)
+                self.__set_stop_loss(new_loss, stoploss)
             else:
                 logger.debug(f"{self.pair} - Keeping current stoploss...")
 

freqtrade/plugins/protections/stoploss_guard.py

@@ -49,7 +49,7 @@ class StoplossGuard(IProtection):
         trades1 = Trade.get_trades_proxy(pair=pair, is_open=False, close_date=look_back_until)
         trades = [trade for trade in trades1 if (str(trade.exit_reason) in (
             ExitType.TRAILING_STOP_LOSS.value, ExitType.STOP_LOSS.value,
-            ExitType.STOPLOSS_ON_EXCHANGE.value)
+            ExitType.STOPLOSS_ON_EXCHANGE.value, ExitType.LIQUIDATION.value)
             and trade.close_profit and trade.close_profit < self._profit_limit)]
 
         if self._only_per_side:

freqtrade/strategy/interface.py

@@ -963,7 +963,7 @@ class IStrategy(ABC, HyperStrategyMixin):
         # ROI
         # Trailing stoploss
 
-        if stoplossflag.exit_type == ExitType.STOP_LOSS:
+        if stoplossflag.exit_type in (ExitType.STOP_LOSS, ExitType.LIQUIDATION):
 
             logger.debug(f"{trade.pair} - Stoploss hit. exit_type={stoplossflag.exit_type}")
             exits.append(stoplossflag)
@@ -1035,6 +1035,17 @@ class IStrategy(ABC, HyperStrategyMixin):
 
         sl_higher_long = (trade.stop_loss >= (low or current_rate) and not trade.is_short)
         sl_lower_short = (trade.stop_loss <= (high or current_rate) and trade.is_short)
+        liq_higher_long = (trade.liquidation_price
+                           and trade.liquidation_price >= (low or current_rate)
+                           and not trade.is_short)
+        liq_lower_short = (trade.liquidation_price
+                           and trade.liquidation_price <= (high or current_rate)
+                           and trade.is_short)
+
+        if (liq_higher_long or liq_lower_short):
+            logger.debug(f"{trade.pair} - Liquidation price hit. exit_type=ExitType.LIQUIDATION")
+            return ExitCheckTuple(exit_type=ExitType.LIQUIDATION)
+
         # evaluate if the stoploss was hit if stoploss is not on exchange
         # in Dry-Run, this handles stoploss logic as well, as the logic will not be different to
         # regular stoploss handling.
@@ -1052,13 +1063,6 @@ class IStrategy(ABC, HyperStrategyMixin):
                     f"stoploss is {trade.stop_loss:.6f}, "
                     f"initial stoploss was at {trade.initial_stop_loss:.6f}, "
                     f"trade opened at {trade.open_rate:.6f}")
-                new_stoploss = (
-                    trade.stop_loss + trade.initial_stop_loss
-                    if trade.is_short else
-                    trade.stop_loss - trade.initial_stop_loss
-                )
-                logger.debug(f"{trade.pair} - Trailing stop saved "
-                             f"{new_stoploss:.6f}")
 
             return ExitCheckTuple(exit_type=exit_type)
 

tests/strategy/test_interface.py

@@ -408,28 +408,31 @@ def test_min_roi_reached3(default_conf, fee) -> None:
 
 
 @pytest.mark.parametrize(
-    'profit,adjusted,expected,trailing,custom,profit2,adjusted2,expected2,custom_stop', [
+    'profit,adjusted,expected,liq,trailing,custom,profit2,adjusted2,expected2,custom_stop', [
         # Profit, adjusted stoploss(absolute), profit for 2nd call, enable trailing,
         #   enable custom stoploss, expected after 1st call, expected after 2nd call
-        (0.2, 0.9, ExitType.NONE, False, False, 0.3, 0.9, ExitType.NONE, None),
+        (0.2, 0.9, ExitType.NONE, None, False, False, 0.3, 0.9, ExitType.NONE, None),
-        (0.2, 0.9, ExitType.NONE, False, False, -0.2, 0.9, ExitType.STOP_LOSS, None),
+        (0.2, 0.9, ExitType.NONE, None, False, False, -0.2, 0.9, ExitType.STOP_LOSS, None),
-        (0.2, 1.14, ExitType.NONE, True, False, 0.05, 1.14, ExitType.TRAILING_STOP_LOSS, None),
+        (0.2, 0.9, ExitType.NONE, 0.8, False, False, -0.2, 0.9, ExitType.LIQUIDATION, None),
-        (0.01, 0.96, ExitType.NONE, True, False, 0.05, 1, ExitType.NONE, None),
+        (0.2, 1.14, ExitType.NONE, None, True, False, 0.05, 1.14, ExitType.TRAILING_STOP_LOSS,
-        (0.05, 1, ExitType.NONE, True, False, -0.01, 1, ExitType.TRAILING_STOP_LOSS, None),
+         None),
+        (0.01, 0.96, ExitType.NONE, None, True, False, 0.05, 1, ExitType.NONE, None),
+        (0.05, 1, ExitType.NONE, None, True, False, -0.01, 1, ExitType.TRAILING_STOP_LOSS, None),
         # Default custom case - trails with 10%
-        (0.05, 0.95, ExitType.NONE, False, True, -0.02, 0.95, ExitType.NONE, None),
+        (0.05, 0.95, ExitType.NONE, None, False, True, -0.02, 0.95, ExitType.NONE, None),
-        (0.05, 0.95, ExitType.NONE, False, True, -0.06, 0.95, ExitType.TRAILING_STOP_LOSS, None),
+        (0.05, 0.95, ExitType.NONE, None, False, True, -0.06, 0.95, ExitType.TRAILING_STOP_LOSS,
-        (0.05, 1, ExitType.NONE, False, True, -0.06, 1, ExitType.TRAILING_STOP_LOSS,
+         None),
+        (0.05, 1, ExitType.NONE, None, False, True, -0.06, 1, ExitType.TRAILING_STOP_LOSS,
          lambda **kwargs: -0.05),
-        (0.05, 1, ExitType.NONE, False, True, 0.09, 1.04, ExitType.NONE,
+        (0.05, 1, ExitType.NONE, None, False, True, 0.09, 1.04, ExitType.NONE,
          lambda **kwargs: -0.05),
-        (0.05, 0.95, ExitType.NONE, False, True, 0.09, 0.98, ExitType.NONE,
+        (0.05, 0.95, ExitType.NONE, None, False, True, 0.09, 0.98, ExitType.NONE,
          lambda current_profit, **kwargs: -0.1 if current_profit < 0.6 else -(current_profit * 2)),
         # Error case - static stoploss in place
-        (0.05, 0.9, ExitType.NONE, False, True, 0.09, 0.9, ExitType.NONE,
+        (0.05, 0.9, ExitType.NONE, None, False, True, 0.09, 0.9, ExitType.NONE,
          lambda **kwargs: None),
     ])
-def test_stop_loss_reached(default_conf, fee, profit, adjusted, expected, trailing, custom,
+def test_stop_loss_reached(default_conf, fee, profit, adjusted, expected, liq, trailing, custom,
                            profit2, adjusted2, expected2, custom_stop) -> None:
 
     strategy = StrategyResolver.load_strategy(default_conf)
@@ -442,6 +445,7 @@ def test_stop_loss_reached(default_conf, fee, profit, adjusted, expected, traili
         fee_close=fee.return_value,
         exchange='binance',
         open_rate=1,
+        liquidation_price=liq,
     )
     trade.adjust_min_max_rates(trade.open_rate, trade.open_rate)
     strategy.trailing_stop = trailing

tests/test_persistence.py

@@ -99,7 +99,7 @@ def test_enter_exit_side(fee, is_short):
 
 
 @pytest.mark.usefixtures("init_persistence")
-def test_set_stop_loss_isolated_liq(fee):
+def test_set_stop_loss_liquidation(fee):
     trade = Trade(
         id=2,
         pair='ADA/USDT',
@@ -115,73 +115,94 @@ def test_set_stop_loss_isolated_liq(fee):
         leverage=2.0,
         trading_mode=margin
     )
-    trade.set_isolated_liq(0.09)
+    trade.set_liquidation_price(0.09)
     assert trade.liquidation_price == 0.09
     assert trade.stop_loss is None
     assert trade.initial_stop_loss is None
 
-    trade._set_stop_loss(0.1, (1.0 / 9.0))
+    trade.adjust_stop_loss(2.0, 0.2, True)
     assert trade.liquidation_price == 0.09
-    assert trade.stop_loss == 0.1
+    assert trade.stop_loss == 1.8
-    assert trade.initial_stop_loss == 0.1
+    assert trade.initial_stop_loss == 1.8
 
-    trade.set_isolated_liq(0.08)
+    trade.set_liquidation_price(0.08)
     assert trade.liquidation_price == 0.08
-    assert trade.stop_loss == 0.1
+    assert trade.stop_loss == 1.8
-    assert trade.initial_stop_loss == 0.1
+    assert trade.initial_stop_loss == 1.8
 
-    trade.set_isolated_liq(0.11)
+    trade.set_liquidation_price(0.11)
-    trade._set_stop_loss(0.1, 0)
+    trade.adjust_stop_loss(2.0, 0.2)
     assert trade.liquidation_price == 0.11
-    assert trade.stop_loss == 0.11
+    # Stoploss does not change from liquidation price
-    assert trade.initial_stop_loss == 0.1
+    assert trade.stop_loss == 1.8
+    assert trade.initial_stop_loss == 1.8
 
     # lower stop doesn't move stoploss
-    trade._set_stop_loss(0.1, 0)
+    trade.adjust_stop_loss(1.8, 0.2)
     assert trade.liquidation_price == 0.11
-    assert trade.stop_loss == 0.11
+    assert trade.stop_loss == 1.8
-    assert trade.initial_stop_loss == 0.1
+    assert trade.initial_stop_loss == 1.8
+
+    # higher stop does move stoploss
+    trade.adjust_stop_loss(2.1, 0.1)
+    assert trade.liquidation_price == 0.11
+    assert pytest.approx(trade.stop_loss) == 1.994999
+    assert trade.initial_stop_loss == 1.8
+    assert trade.stoploss_or_liquidation == trade.stop_loss
 
     trade.stop_loss = None
     trade.liquidation_price = None
     trade.initial_stop_loss = None
+    trade.initial_stop_loss_pct = None
 
-    trade._set_stop_loss(0.07, 0)
+    trade.adjust_stop_loss(2.0, 0.1, True)
     assert trade.liquidation_price is None
-    assert trade.stop_loss == 0.07
+    assert trade.stop_loss == 1.9
-    assert trade.initial_stop_loss == 0.07
+    assert trade.initial_stop_loss == 1.9
+    assert trade.stoploss_or_liquidation == 1.9
 
     trade.is_short = True
     trade.recalc_open_trade_value()
     trade.stop_loss = None
     trade.initial_stop_loss = None
+    trade.initial_stop_loss_pct = None
 
-    trade.set_isolated_liq(0.09)
+    trade.set_liquidation_price(3.09)
-    assert trade.liquidation_price == 0.09
+    assert trade.liquidation_price == 3.09
     assert trade.stop_loss is None
     assert trade.initial_stop_loss is None
 
-    trade._set_stop_loss(0.08, (1.0 / 9.0))
+    trade.adjust_stop_loss(2.0, 0.2)
-    assert trade.liquidation_price == 0.09
+    assert trade.liquidation_price == 3.09
-    assert trade.stop_loss == 0.08
+    assert trade.stop_loss == 2.2
-    assert trade.initial_stop_loss == 0.08
+    assert trade.initial_stop_loss == 2.2
+    assert trade.stoploss_or_liquidation == 2.2
 
-    trade.set_isolated_liq(0.1)
+    trade.set_liquidation_price(3.1)
-    assert trade.liquidation_price == 0.1
+    assert trade.liquidation_price == 3.1
-    assert trade.stop_loss == 0.08
+    assert trade.stop_loss == 2.2
-    assert trade.initial_stop_loss == 0.08
+    assert trade.initial_stop_loss == 2.2
+    assert trade.stoploss_or_liquidation == 2.2
 
-    trade.set_isolated_liq(0.07)
+    trade.set_liquidation_price(3.8)
-    trade._set_stop_loss(0.1, (1.0 / 8.0))
+    assert trade.liquidation_price == 3.8
-    assert trade.liquidation_price == 0.07
+    # Stoploss does not change from liquidation price
-    assert trade.stop_loss == 0.07
+    assert trade.stop_loss == 2.2
-    assert trade.initial_stop_loss == 0.08
+    assert trade.initial_stop_loss == 2.2
 
     # Stop doesn't move stop higher
-    trade._set_stop_loss(0.1, (1.0 / 9.0))
+    trade.adjust_stop_loss(2.0, 0.3)
-    assert trade.liquidation_price == 0.07
+    assert trade.liquidation_price == 3.8
-    assert trade.stop_loss == 0.07
+    assert trade.stop_loss == 2.2
-    assert trade.initial_stop_loss == 0.08
+    assert trade.initial_stop_loss == 2.2
+
+    # Stoploss does move lower
+    trade.set_liquidation_price(1.5)
+    trade.adjust_stop_loss(1.8, 0.1)
+    assert trade.liquidation_price == 1.5
+    assert pytest.approx(trade.stop_loss) == 1.89
+    assert trade.initial_stop_loss == 2.2
+    assert trade.stoploss_or_liquidation == 1.5
 
 
 @pytest.mark.parametrize('exchange,is_short,lev,minutes,rate,interest,trading_mode', [
@@ -1537,26 +1558,26 @@ def test_adjust_stop_loss(fee):
 
     # Get percent of profit with a custom rate (Higher than open rate)
     trade.adjust_stop_loss(1.3, -0.1)
-    assert round(trade.stop_loss, 8) == 1.17
+    assert pytest.approx(trade.stop_loss) == 1.17
     assert trade.stop_loss_pct == -0.1
     assert trade.initial_stop_loss == 0.95
     assert trade.initial_stop_loss_pct == -0.05
 
     # current rate lower again ... should not change
     trade.adjust_stop_loss(1.2, 0.1)
-    assert round(trade.stop_loss, 8) == 1.17
+    assert pytest.approx(trade.stop_loss) == 1.17
     assert trade.initial_stop_loss == 0.95
     assert trade.initial_stop_loss_pct == -0.05
 
     # current rate higher... should raise stoploss
     trade.adjust_stop_loss(1.4, 0.1)
-    assert round(trade.stop_loss, 8) == 1.26
+    assert pytest.approx(trade.stop_loss) == 1.26
     assert trade.initial_stop_loss == 0.95
     assert trade.initial_stop_loss_pct == -0.05
 
     #  Initial is true but stop_loss set - so doesn't do anything
     trade.adjust_stop_loss(1.7, 0.1, True)
-    assert round(trade.stop_loss, 8) == 1.26
+    assert pytest.approx(trade.stop_loss) == 1.26
     assert trade.initial_stop_loss == 0.95
     assert trade.initial_stop_loss_pct == -0.05
     assert trade.stop_loss_pct == -0.1
@@ -1609,9 +1630,10 @@ def test_adjust_stop_loss_short(fee):
     assert trade.initial_stop_loss == 1.05
     assert trade.initial_stop_loss_pct == -0.05
     assert trade.stop_loss_pct == -0.1
-    trade.set_isolated_liq(0.63)
+    # Liquidation price is lower than stoploss - so liquidation would trigger first.
+    trade.set_liquidation_price(0.63)
     trade.adjust_stop_loss(0.59, -0.1)
-    assert trade.stop_loss == 0.63
+    assert trade.stop_loss == 0.649
     assert trade.liquidation_price == 0.63
 
 
@@ -2009,10 +2031,10 @@ def test_stoploss_reinitialization_short(default_conf, fee):
     assert trade_adj.initial_stop_loss == 1.01
     assert trade_adj.initial_stop_loss_pct == -0.05
     # Stoploss can't go above liquidation price
-    trade_adj.set_isolated_liq(0.985)
+    trade_adj.set_liquidation_price(0.985)
     trade.adjust_stop_loss(0.9799, -0.05)
-    assert trade_adj.stop_loss == 0.985
+    assert trade_adj.stop_loss == 0.989699
-    assert trade_adj.stop_loss == 0.985
+    assert trade_adj.liquidation_price == 0.985
 
 
 def test_update_fee(fee):