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[BUG] TypeError: ufunc 'equal' did not contain a loop with signature matching types
Describe the bug
import numpy as np
import mars
import mars.tensor as mt
from mars.utils import new_random_id
mars.new_session()
s = np.array([new_random_id(20) for _ in range(10)])
target = s[5]
print(target == s) # It's OK.
s = mt.array([new_random_id(20) for _ in range(10)])
target = s[5]
r = target == s
r.execute() # Failed with TypeError.
Output
Web service started at http://0.0.0.0:16758
[False False False False False True False False False False]
0%| | 0/100 [00:00<?, ?it/s]Failed to run subtask tAMwz9tmam24QXaD6cjZg2Dp on band numa-0
Traceback (most recent call last):
File "/home/admin/mars/mars/services/subtask/worker/processor.py", line 189, in _execute_operand
return execute(ctx, op)
File "/home/admin/mars/mars/core/operand/core.py", line 496, in execute
raise TypeError(str(e)).with_traceback(sys.exc_info()[2]) from None
File "/home/admin/mars/mars/core/operand/core.py", line 491, in execute
result = executor(results, op)
File "/home/admin/mars/mars/tensor/arithmetic/core.py", line 165, in execute
ret = cls._execute_cpu(op, xp, lhs, rhs, **kw)
File "/home/admin/mars/mars/tensor/arithmetic/core.py", line 142, in _execute_cpu
return cls._get_func(xp)(lhs, rhs, **kw)
TypeError: ufunc 'equal' did not contain a loop with signature matching types (<class 'numpy.dtype[bytes_]'>, <class 'numpy.dtype[bytes_]'>) -> <class 'numpy.dtype[bool_]'>
100%|██████████| 100.0/100 [00:00<00:00, 202.76it/s]
Traceback (most recent call last):
File "/home/admin/mars/test.py", line 16, in <module>
r.execute() # Failed with TypeError.
File "/home/admin/mars/mars/core/entity/tileables.py", line 462, in execute
result = self.data.execute(session=session, **kw)
File "/home/admin/mars/mars/core/entity/executable.py", line 144, in execute
return execute(self, session=session, **kw)
File "/home/admin/mars/mars/deploy/oscar/session.py", line 1890, in execute
return session.execute(
File "/home/admin/mars/mars/deploy/oscar/session.py", line 1684, in execute
execution_info: ExecutionInfo = fut.result(
File "/Users/po/.pyenv/versions/3.8.7/lib/python3.8/concurrent/futures/_base.py", line 439, in result
return self.__get_result()
File "/Users/po/.pyenv/versions/3.8.7/lib/python3.8/concurrent/futures/_base.py", line 388, in __get_result
raise self._exception
File "/home/admin/mars/mars/deploy/oscar/session.py", line 1870, in _execute
await execution_info
File "/home/admin/mars/mars/deploy/oscar/session.py", line 105, in wait
return await self._aio_task
File "/home/admin/mars/mars/deploy/oscar/session.py", line 953, in _run_in_background
raise task_result.error.with_traceback(task_result.traceback)
File "/home/admin/mars/mars/services/task/supervisor/processor.py", line 365, in run
await self._process_stage_chunk_graph(*stage_args)
File "/home/admin/mars/mars/services/task/supervisor/processor.py", line 243, in _process_stage_chunk_graph
chunk_to_result = await self._executor.execute_subtask_graph(
File "/home/admin/mars/mars/services/task/execution/mars/executor.py", line 193, in execute_subtask_graph
return await stage_processor.run()
File "/home/admin/mars/mars/services/task/execution/mars/stage.py", line 240, in run
raise self.result.error.with_traceback(self.result.traceback)
File "/home/admin/mars/mars/services/subtask/worker/processor.py", line 189, in _execute_operand
return execute(ctx, op)
File "/home/admin/mars/mars/core/operand/core.py", line 496, in execute
raise TypeError(str(e)).with_traceback(sys.exc_info()[2]) from None
File "/home/admin/mars/mars/core/operand/core.py", line 491, in execute
result = executor(results, op)
File "/home/admin/mars/mars/tensor/arithmetic/core.py", line 165, in execute
ret = cls._execute_cpu(op, xp, lhs, rhs, **kw)
File "/home/admin/mars/mars/tensor/arithmetic/core.py", line 142, in _execute_cpu
return cls._get_func(xp)(lhs, rhs, **kw)
TypeError: ufunc 'equal' did not contain a loop with signature matching types (<class 'numpy.dtype[bytes_]'>, <class 'numpy.dtype[bytes_]'>) -> <class 'numpy.dtype[bool_]'>
To Reproduce To help us reproducing this bug, please provide information below:
- Your Python version 3.8.7
- The version of Mars you use Latest master 03f0f12ee682cbbfad758b5e26e8f9c8cc6a9986
- Versions of crucial packages, such as numpy, scipy and pandas numpy==1.22.4, pandas==1.4.2
- Full stack of the error.
- Minimized code to reproduce the error.
Expected behavior A clear and concise description of what you expected to happen.
Additional context Add any other context about the problem here.