faas/sample-functions/SentimentAnalysis
Ivana Yovcheva (VMware) 975cf4be7c Update watchdog version to 0.8.0
This updates watchdog version to latest 0.8.0 in the functions
samples and documentation

Signed-off-by: Ivana Yovcheva (VMware) <iyovcheva@vmware.com>
2018-05-11 14:14:59 +01:00
..
2018-05-11 14:14:59 +01:00
2017-05-03 21:26:58 +01:00
2018-02-23 08:23:29 +00:00

SentimentAnalysis

Python function provides a rating on sentiment positive/negative (polarity -1.0-1.0) and subjectivity to provided to each of the sentences sent in via the TextBlob project.

Example:

Run in the function:

# curl -s http://localhost:8080/system/functions --data-binary \
'{ 
   "service": "sentimentanalysis",
   "image": "functions/sentimentanalysis",
   "envProcess": "python ./handler.py",
   "network": "func_functions"
   }'

Now test the function:

# curl http://localhost:8080/function/sentimentanalysis -d "Personally I like functions to do one thing and only one thing well, it makes them more readable."
Polarity: 0.166666666667 Subjectivity: 0.6

# curl http://localhost:8080/function/sentimentanalysis -d "Functions are great and proven to be awesome"
Polarity: 0.9 Subjectivity: 0.875

# curl http://localhost:8080/function/sentimentanalysis -d "The hotel was clean, but the area was terrible"; echo
Polarity: -0.316666666667 Subjectivity: 0.85