storing analytics stuff to database

Author: narain280493

Diff for: application.py

@@ -4,7 +4,19 @@
 from logging import Formatter, FileHandler
 from forms import *
 import os
-
+import json
+from watson_developer_cloud import ToneAnalyzerV3
+from watson_developer_cloud import AlchemyLanguageV1
+import requests
+from ma_schema.AnalyticsSchema import AnalyticsSchema
+from ma_schema.UserSchema import UserSchema
+
+import uuid
+from models.Analytics import Analytics
+
+WATSON_USERNAME = '1be2c698-56e7-47d4-9944-6e4d81c9b07d',
+WATSON_PASSWORD = 'sPr4XOsPtNSX'
+ALCHEMY_API_KEY = '07551e54797d7b593f3595653a7cad5b1803d3a6'
 app = Flask(__name__)
 app.secret_key = 's3cr3t'
 
@@ -16,13 +28,60 @@ def shutdown_session(exception=None):
 
 @app.route('/')
 def home():
+    aSchema = AnalyticsSchema()
+    over = Analytics.query.all()
+    uSchema = UserSchema()
+    print over
     return render_template('pages/placeholder.home.html')
 
 
 @app.route('/about')
 def about():
     return render_template('pages/placeholder.about.html')
 
+@app.route('/analytics')
+def analytics():
+
+    aSchema = AnalyticsSchema()
+    #sentJson = reqData['review']
+
+    content = "Facebook, you suck!"
+
+    sentJson = {}
+
+    tone_analyzer = ToneAnalyzerV3(
+        username='1be2c698-56e7-47d4-9944-6e4d81c9b07d',
+        password=WATSON_PASSWORD,
+        version='2016-05-19')
+
+    alchemy_language = AlchemyLanguageV1(api_key='07551e54797d7b593f3595653a7cad5b1803d3a6')
+    sentiment = alchemy_language.sentiment(text=content)
+
+    sentJson['id'] = str(uuid.uuid1())
+    sentJson['sentiment_score'] = sentiment['docSentiment']['score']
+    sentJson['sentiment_type'] = sentiment['docSentiment']['type']
+
+    sentimentData = tone_analyzer.tone(text=content)
+
+    sentJson['anger'] = sentimentData["document_tone"]["tone_categories"][0]["tones"][0]["score"]
+    sentJson['disgust'] = sentimentData["document_tone"]["tone_categories"][0]["tones"][1]["score"]
+    sentJson['fear'] = sentimentData["document_tone"]["tone_categories"][0]["tones"][2]["score"]
+    sentJson['joy'] = sentimentData["document_tone"]["tone_categories"][0]["tones"][3]["score"]
+    sentJson['sadness'] = sentimentData["document_tone"]["tone_categories"][0]["tones"][4]["score"]
+
+    sentJson['openness'] = sentimentData["document_tone"]["tone_categories"][2]["tones"][0]["score"]
+    sentJson['conscientiousness'] = sentimentData["document_tone"]["tone_categories"][2]["tones"][1]["score"]
+    sentJson['extraversion'] = sentimentData["document_tone"]["tone_categories"][2]["tones"][2]["score"]
+    sentJson['aggreablesness'] = sentimentData["document_tone"]["tone_categories"][2]["tones"][3]["score"]
+    sentJson['neuroticism'] = sentimentData["document_tone"]["tone_categories"][2]["tones"][4]["score"]
+
+    #print sentJson
+    ana = aSchema.load(sentJson, session=db_session).data
+    db_session.add(ana)
+    db_session.commit()
+
+    return render_template('pages/placeholder.home.html')
+
 
 @app.route('/login')
 def login():

Diff for: database/db.py

@@ -52,5 +52,6 @@ def init_db():
     # import all modules here that might define models so that
     # they will be registered properly on the metadata.  Otherwise
     # you will have to import them first before calling init_db()
+
     import models
     Base.metadata.create_all(bind=engine)

Diff for: ma_schema/AnalyticsSchema.py

@@ -0,0 +1,7 @@
+from marshmallow_sqlalchemy import ModelSchema
+from models.Analytics import Analytics
+
+
+class AnalyticsSchema(ModelSchema):
+    class Meta:
+        model = Analytics

Diff for: models/Analytics.py

@@ -0,0 +1,28 @@
+from database.db import Base
+from sqlalchemy import Column, String, Float
+from sqlalchemy.orm import relationship
+from sqlalchemy import ForeignKey
+
+class Analytics(Base):
+    __tablename__ = 'Analytics'
+    id = Column(String, primary_key=True)
+
+    #review = relationship("Review", ForeignKey("Review.id"))
+
+    sentiment_score = Column(Float)
+    sentiment_type = Column(String(30))
+
+    anger = Column(Float)
+    disgust = Column(Float)
+    fear  = Column(Float)
+    joy = Column(Float)
+    sadness = Column(Float)
+
+    openness = Column(Float)
+    conscientiousness = Column(Float)
+    extraversion = Column(Float)
+    neuroticism = Column(Float)
+    aggreablesness = Column(Float)
+
+    def __repr__(self):
+        return "<id:" + str(self.id) + " " + "anger" + " " + str(self.anger) + ">"

Diff for: requirements.txt

@@ -1,4 +1,3 @@
-Fabric==1.8.2
 Flask==0.10.1
 Flask-SQLAlchemy==1.0
 Flask-WTF==0.9.4
@@ -16,4 +15,5 @@ pycrypto==2.6.1
 wsgiref==0.1.2
 psycopg2==2.6.2
 marshmallow-sqlalchemy
-flask-marshmallow
+flask-marshmallow
+watson-developer-cloud

Diff for: sample.py

@@ -0,0 +1,10 @@
+
+from watson_developer_cloud import AlchemyLanguageV1
+import json
+ALCHEMY_API_KEY = '07551e54797d7b593f3595653a7cad5b1803d3a6'
+alchemy_language = AlchemyLanguageV1(api_key='07551e54797d7b593f3595653a7cad5b1803d3a6')
+
+sentiment = alchemy_language.sentiment(text='Hello, you suck dude!')
+
+
+print sentiment['docSentiment']['type']