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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_]'>
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Output
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