How to convert numpy object array into str/unicode array?

Question

Update: In lastest version of numpy (e.g., v1.8.1), this is no longer a issue. All the methods mentioned here now work as excepted.

Original qu

Answer 1

At least in Python 3.5 Jupyter 4 I can use:

a=np.array([u'12345',u'abc'],dtype=object)
b=a.astype(str)
b

works just fine for me and returns:

array(['12345', 'abc'],dtype='