changes

Pipfile

@@ -18,3 +18,10 @@ flask-cache = "*"
 flask-common = "*"
 aiohttp = "<2.0.0"
 crayons = "*"
+scikit-learn = "*"
+scipy = "*"
+pandas-datareader = "*"
+numpy = "*"
+tablib = "==0.12.0"
+fbprophet = "*"
+cython = "*"

requirements.txt

@@ -9,9 +9,12 @@ coinmarketcap==3.0.1
 colorama==0.3.9
 crayons==0.1.2
 cssselect==1.0.1
+cycler==0.10.0
+Cython==0.26
 dateparser==0.6.0
 docopt==0.6.2
 et-xmlfile==1.0.1
+fbprophet==0.1.1
 Flask==0.12.2
 Flask-Cache==0.13.1
 Flask-Common==0.2.0
@@ -26,6 +29,7 @@ jdcal==1.3
 Jinja2==2.9.6
 lxml==3.8.0
 MarkupSafe==1.0
+matplotlib==2.0.2
 maya==0.3.2
 meinheld==0.6.1
 multidict==3.1.3
@@ -33,9 +37,14 @@ numpy==1.13.1
 odfpy==1.3.5
 openpyxl==2.4.8
 pandas==0.20.3
+pandas-datareader==0.5.0
+patsy==0.4.1
+pbr==3.1.1
 pendulum==1.2.4
 psycopg2==2.7.3.1
+pyparsing==2.2.0
 pyquery==1.2.17
+pystan==2.16.0.0
 python-dateutil==2.6.1
 pytz==2017.2
 pytzdata==2017.2
@@ -43,11 +52,16 @@ PyYAML==3.12
 records==0.5.0
 regex==2017.7.28
 requests==2.18.4
+requests-file==1.4.2
+requests-ftp==0.3.1
 ruamel.yaml==0.15.32
+scikit-learn==0.19.0
+scipy==0.19.1
 simplejson==3.11.1
 six==1.10.0
 SQLAlchemy==1.1.13
-tablib==0.11.5
+statsmodels==0.8.0
+tablib==0.12.0
 tzlocal==1.4
 unicodecsv==0.14.1
 urllib3==1.22

server.py

@@ -1,6 +1,7 @@
 import os
 
 from scraper import get_coins, get_coin, Coin, convert_to_decimal
+from predictions import get_predictions
 
 from flask import Flask, jsonify, render_template, request
 from flask_cache import Cache
@@ -52,6 +53,11 @@ def get_coin(coin):
     })
 
 
+@app.route('/<coin>/forecast')
+def get_forecast(coin):
+    return jsonify(forecast=get_predictions(coin.lower()))
+
+
 @app.route('/<coin>/<float:n>')
 def get_value(coin, n):
     c = Coin(coin.lower())