Last active
August 24, 2016 18:29
-
-
Save crawles/dbc1c655b0ded929c181a80879cbcc78 to your computer and use it in GitHub Desktop.
Doesn't work with CF
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"metadata": { | |
"ExecuteTime": { | |
"end_time": "2016-08-24T11:16:17.753340", | |
"start_time": "2016-08-24T11:16:17.733692" | |
}, | |
"collapsed": false | |
}, | |
"outputs": [], | |
"source": [ | |
"import json\n", | |
"\n", | |
"import dill\n", | |
"import pandas as pd\n", | |
"import sklearn\n", | |
"import urllib.request" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"f = urllib.request.urlopen(\"https://github.com/crawles/sentiment_analysis_twitter_model/raw/master/twitter_sentiment_model.pkl\")\n", | |
"cl = dill.load(f)\n", | |
"f.close()\n", | |
"\n", | |
"# Doesn't work.\n", | |
"# Error message in Cloud Foundry:\n", | |
"\n", | |
"# 2016-08-24T14:13:28.29-0400 [APP/0] ERR [KernelGatewayApp] Kernel started: d91d61c7-581f-4526-adcf-f63c91579392\n", | |
"# 2016-08-24T14:13:35.32-0400 [APP/0] ERR [KernelGatewayApp] Kernel shutdown: d91d61c7-581f-4526-adcf-f63c91579392\n", | |
"\n", | |
"# ...\n", | |
"# <urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed (_ssl.c:646)>'], 'user_expressions': {}, 'evalue': '<urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed (_ssl.c:646)>', 'payload': [], 'ename': 'URLError', 'status': 'error', 'execution_count': 2})\n", | |
"# ..." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": { | |
"ExecuteTime": { | |
"end_time": "2016-08-22T17:52:15.653020", | |
"start_time": "2016-08-22T17:52:15.636712" | |
}, | |
"collapsed": false | |
}, | |
"outputs": [], | |
"source": [ | |
"# POST /polarity_compute\n", | |
"req = json.loads(REQUEST)\n", | |
"print(cl.predict_proba(req['body']['data'])[:][:,1])" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.5.2" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 0 | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment