Then, I have the following error message. I'd appreciate any help identifying the issue. Thanks!
2024-07-10 08:50:09,642 - freqtrade - ERROR - Fatal exception!
joblib.externals.loky.process_executor._RemoteTraceback:
"""
Traceback (most recent call last):
File "/home/ftuser/.local/lib/python3.12/site-packages/joblib/externals/loky/process_executor.py", line 463, in _process_worker
r = call_item()
^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/joblib/externals/loky/process_executor.py", line 291, in __call__
return self.fn(*self.args, **self.kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/joblib/parallel.py", line 589, in __call__
return [func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/joblib/externals/loky/cloudpickle_wrapper.py", line 32, in __call__
return self._obj(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/freqtrade/freqtrade/optimize/hyperopt.py", line 360, in generate_optimizer
bt_results = self.backtesting.backtest(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/freqtrade/freqtrade/optimize/backtesting.py", line 1222, in backtest
data: Dict = self._get_ohlcv_as_lists(processed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/freqtrade/freqtrade/optimize/backtesting.py", line 382, in _get_ohlcv_as_lists
df_analyzed = self.strategy.ft_advise_signals(pair_data, {'pair': pair})
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/freqtrade/freqtrade/strategy/interface.py", line 1404, in ft_advise_signals
dataframe = self.advise_entry(dataframe, metadata)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/freqtrade/freqtrade/strategy/interface.py", line 1438, in advise_entry
df = self.populate_entry_trend(dataframe, metadata)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/freqtrade/user_data/strategies/DumbV2_hyper.py", line 85, in populate_entry_trend
dataframe['indicator1'] > self.ent_thresh
File "/home/ftuser/.local/lib/python3.12/site-packages/pandas/core/ops/common.py", line 76, in new_method
return method(self, other)
^^^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/pandas/core/arraylike.py", line 56, in __gt__
return self._cmp_method(other, operator.gt)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/pandas/core/series.py", line 6110, in _cmp_method
res_values = ops.comparison_op(lvalues, rvalues, op)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/pandas/core/ops/array_ops.py", line 347, in comparison_op
res_values = _na_arithmetic_op(lvalues, rvalues, op, is_cmp=True)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/pandas/core/ops/array_ops.py", line 218, in _na_arithmetic_op
result = func(left, right)
^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/pandas/core/computation/expressions.py", line 242, in evaluate
return _evaluate(op, op_str, a, b) # type: ignore[misc]
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/pandas/core/computation/expressions.py", line 131, in _evaluate_numexpr
result = _evaluate_standard(op, op_str, a, b)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/pandas/core/computation/expressions.py", line 73, in _evaluate_standard
return op(a, b)
^^^^^^^^
TypeError: '>' not supported between instances of 'float' and 'DecimalParameter'
"""
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/freqtrade/freqtrade/main.py", line 42, in main
return_code = args['func'](args)
^^^^^^^^^^^^^^^^^^
File "/freqtrade/freqtrade/commands/optimize_commands.py", line 107, in start_hyperopt
hyperopt.start()
File "/freqtrade/freqtrade/optimize/hyperopt.py", line 616, in start
f_val = self.run_optimizer_parallel(parallel, asked)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/freqtrade/freqtrade/optimize/hyperopt.py", line 439, in run_optimizer_parallel
return parallel(delayed(
^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/joblib/parallel.py", line 1952, in __call__
return output if self.return_generator else list(output)
^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/joblib/parallel.py", line 1595, in _get_outputs
yield from self._retrieve()
File "/home/ftuser/.local/lib/python3.12/site-packages/joblib/parallel.py", line 1699, in _retrieve
self._raise_error_fast()
File "/home/ftuser/.local/lib/python3.12/site-packages/joblib/parallel.py", line 1734, in _raise_error_fast
error_job.get_result(self.timeout)
File "/home/ftuser/.local/lib/python3.12/site-packages/joblib/parallel.py", line 736, in get_result
return self._return_or_raise()
^^^^^^^^^^^^^^^^^^^^^^^
File "/home/ftuser/.local/lib/python3.12/site-packages/joblib/parallel.py", line 754, in _return_or_raise
raise self._result
TypeError: '>' not supported between instances of 'float' and 'DecimalParameter'
stash86
commented
4 months ago
Describe your environment
Your question
I'm working with Hyperopt on a strategy, the relevant codes are below. Basically, it buys when an indicator is above a threshold.
Then, I have the following error message. I'd appreciate any help identifying the issue. Thanks!