add flask files

Procfile

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+web: gunicorn app:app_t1

app_t1.py

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+import pandas as pd
+from flask import Flask, jsonify, request
+import pickle
+
+# load model
+model = pickle.load(open('model_t1.pkl', 'rb'))
+
+# app
+app = Flask(__name__)
+
+# routes
+@app.route('/', methods=['POST'])
+
+def predict():
+	# get data
+	data = request.get_json(force=True)
+	# convert data into dataframe
+	data.update((x, [y]) for x, y in data.items())
+	data_df = pd.DataFrame.from_dict(data)
+	# predictions
+	result = model.predict(data_df)
+	# send back to browser
+	output = {'results': int(result[0])}
+	# return data
+	return jsonify(results=output)
+
+if __name__ == '__main__':
+	app.run(port=5000, debug=True)

requirements.txt

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+anaconda-client==1.7.2
+anaconda-navigator==1.9.7
+appdirs==1.4.3
+appnope==0.1.0
+asn1crypto==0.24.0
+attrs==19.1.0
+backcall==0.1.0
+beautifulsoup4==4.8.0
+bleach==3.1.0
+bokeh==1.3.4
+boto3==1.9.208
+botocore==1.12.208
+certifi==2019.9.11
+cffi==1.12.3
+chardet==3.0.4
+Click==7.0
+clyent==1.2.2
+conda==4.7.12
+conda-build==3.17.6
+conda-package-handling==1.3.11
+conda-verify==3.1.1
+cryptography==2.7
+cycler==0.10.0
+decorator==4.4.0
+defusedxml==0.6.0
+Django==2.2.1
+docx==0.2.4
+entrypoints==0.3
+facebook-sdk==3.1.0
+feedparser==5.2.1
+filelock==3.0.12
+Flask==1.1.1
+future==0.17.1
+gensim==3.8.0
+glob2==0.7
+hickle==3.3.3
+idna==2.8
+ipykernel==5.1.2
+ipython==7.8.0
+ipython-genutils==0.2.0
+ipywidgets==7.5.1
+itsdangerous==1.1.0
+jedi==0.15.1
+Jinja2==2.10.1
+jmespath==0.9.4
+joblib==0.14.0
+jsonschema==3.0.2
+jupyter==1.0.0
+jupyter-client==5.3.1
+jupyter-console==6.0.0
+jupyter-core==4.5.0
+jupyterlab==0.35.6
+jupyterlab-server==0.2.0
+Keras==2.2.4
+Keras-Applications==1.0.7
+Keras-Preprocessing==1.0.8
+kiwisolver==1.1.0
+libarchive-c==2.8
+lief==0.9.0
+Mako==1.0.7
+Markdown==3.1.1
+MarkupSafe==1.1.1
+matplotlib==3.1.1
+mistune==0.8.4
+mkl-fft==1.0.14
+mkl-random==1.0.2
+mkl-service==2.3.0
+navigator-updater==0.2.1
+nbconvert==5.5.0
+nbformat==4.4.0
+notebook==6.0.1
+numpy==1.16.5
+oauthlib==3.1.0
+olefile==0.46
+packaging==19.1
+pandas==0.25.1
+pandocfilters==1.4.2
+panel==0.6.0
+param==1.9.1
+parso==0.5.1
+pexpect==4.7.0
+pickleshare==0.7.5
+Pillow==6.1.0
+pkginfo==1.5.0.1
+prometheus-client==0.7.1
+prompt-toolkit==2.0.9
+psutil==5.6.3
+ptyprocess==0.6.0
+py4j==0.10.7
+pycosat==0.6.3
+pycparser==2.19
+pyct==0.4.6
+Pygments==2.4.2
+pyOpenSSL==19.0.0
+pyparsing==2.4.2
+PyPDF2==1.26.0
+pyrsistent==0.14.11
+PySocks==1.7.0
+pyspark==2.4.3
+pytesseract==0.2.7
+python-dateutil==2.8.0
+pytools==2019.1
+pytz==2019.2
+pyviz-comms==0.7.2
+PyYAML==5.1.2
+pyzmq==18.1.0
+qtconsole==4.5.5
+QtPy==1.9.0
+requests==2.22.0
+requests-oauthlib==1.2.0
+ruamel-yaml==0.15.46
+s3transfer==0.2.1
+scikit-learn==0.21.3
+scipy==1.3.1
+Send2Trash==1.5.0
+six==1.12.0
+smart-open==1.8.4
+soupsieve==1.9.2
+sqlparse==0.3.0
+terminado==0.8.2
+testpath==0.4.2
+Theano==1.0.4
+torch==1.2.0
+tornado==6.0.3
+tqdm==4.32.1
+traitlets==4.3.2
+tweepy==3.8.0
+urllib3==1.24.2
+utils==0.9.0
+wcwidth==0.1.7
+webencodings==0.5.1
+Werkzeug==0.16.0
+widgetsnbextension==3.5.1