Python pickle error: UnicodeDecodeError

问题:

I'm trying to do some text classification using Textblob. I'm first training the model and serializing it using pickle as shown below.

import pickle
from textblob.classifiers import NaiveBayesClassifier

with open('sample.csv', 'r') as fp:
     cl = NaiveBayesClassifier(fp, format="csv")

f = open('sample_classifier.pickle', 'wb')
pickle.dump(cl, f)
f.close()

And when I try to run this file:

import pickle
f = open('sample_classifier.pickle', encoding="utf8")
cl = pickle.load(f)    
f.close()

I get this error:

UnicodeDecodeError: 'utf-8' codec can't decode byte 0x80 in position 0: invalid start byte

Following are the content of my sample.csv:

My SQL is not working correctly at all. This was a wrong choice, SQL

I've issues. Please respond immediately, Support

Where am I going wrong here? Please help.

回答1:

By choosing to open the file in mode wb, you are choosing to write in raw binary. There is no character encoding being applied.

Thus to read this file, you should simply open in mode rb.

回答2:

I think you should open the file as

f = open('sample_classifier.pickle', 'rb')
cl = pickle.load(f)   

You shouldn't have to decode it. pickle.load will give you an exact copy of whatever it is you saved. At this point you, should be able to work with cl as if you just created it.