I am encountering a ValueError when running a clustering algorithm in my project. The error occurs when trying to perform operations on a sim array that turns out to be empty. This issue leads to an exception because the max() function cannot operate on an empty array.
Error Message:
ValueError: zero-size array to reduction operation maximum which has no identity
Steps to Reproduce:
Load data into the system (please specify any particular conditions or datasets that lead to an empty sim array).
Invoke the AGLP_clustering function with the loaded data.
Observe the error when attempting to calculate the maximum of the empty sim array.
Expected Behavior:
The function should handle cases where the sim array might be empty, either by providing a meaningful error message or by handling the case gracefully to avoid a crash.
Actual Behavior:
The script crashes with a ValueError when it encounters an empty sim array.
Possible Fixes:
Implement a check before the max() operation to ensure the array contains data and provide a clear error message if not.
Adjust the data loading or processing logic to ensure that sim is not empty under normal operational conditions.
Additional Information:
Any logs, data inputs, or conditions that might help in diagnosing the issue further.
Versions of the software or libraries used.
7maram7
commented
2 months ago
I am encountering a ValueError when running a clustering algorithm in my project. The error occurs when trying to perform operations on a sim array that turns out to be empty. This issue leads to an exception because the max() function cannot operate on an empty array.
Error Message:
ValueError: zero-size array to reduction operation maximum which has no identitySteps to Reproduce:
Load data into the system (please specify any particular conditions or datasets that lead to an empty sim array). Invoke the AGLP_clustering function with the loaded data. Observe the error when attempting to calculate the maximum of the empty sim array.
Expected Behavior: The function should handle cases where the sim array might be empty, either by providing a meaningful error message or by handling the case gracefully to avoid a crash.
Actual Behavior: The script crashes with a ValueError when it encounters an empty sim array.
Possible Fixes:
Implement a check before the max() operation to ensure the array contains data and provide a clear error message if not. Adjust the data loading or processing logic to ensure that sim is not empty under normal operational conditions. Additional Information:
Any logs, data inputs, or conditions that might help in diagnosing the issue further. Versions of the software or libraries used.