liferoad commented on issue #33020:
URL: https://github.com/apache/beam/issues/33020#issuecomment-2480881029
For numpy,
```
import numpy as np
import pickle
# Create a NumPy array
arr = np.array([[1, 2], [3, 4]])
# Pickle the array
serialized_arr = pickle.dumps(arr)
# Unpickle the array (implicitly calls __setstate__)
restored_arr = pickle.loads(serialized_arr)
print(restored_arr)
```
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