Local image tagging with Clarifai's Python client

clarifai_local_image_tagging.py

import os
from os.path import expanduser
import glob
from clarifai import rest
from clarifai.client import ClarifaiApi
app = ClarifaiApi()
directory = expanduser('~/pictures/clarifai/')
txts=glob.glob1(directory, "*.tx?")
jpgs=glob.glob1(directory, "*.JPG")
txts = [suffix.replace('.JPG.txt', '.JPG') for suffix in txts]
pictures = list(set(jpgs)^set(txts))
print('\nProcessing %s (.JPG Files without TXT files)' % len(pictures),flush=True)
results = app.tag_images([open('%s%s' % (directory, p), 'rb') for p in pictures])
for i, result in enumerate(results['results']):
    tags = result['result']['tag']
    with open(directory+pictures[i]+'.txt', 'w') as f_:
        print ('\nTags for %s (Tag - Probability)' % pictures[i], file=f_)
        print('\nProcessed %s (.Txt File created)' % pictures[i],flush=True)
        for j in range(len(tags['classes'])):
           print ('%s - %0.4f' % (tags['classes'][j], tags['probs'][j]), file=f_)

optionally
import os
os.environ["CLARIFAI_APP_ID"] = "blah"
os.environ["CLARIFAI_APP_SECRET"] = "blah"

This runs against V1 of the API