- Docker
- Docker-compose
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Database used: PostgreSQL
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This include the following python libraries: ** Flask: web server ** request: to consume a REST API ** Sqlalchemy: ORM
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Includes the folllowing libraries for NLP: ** TextBlob: https://textblob.readthedocs.io/en/dev/index.html ** http://rwet.decontextualize.com/book/textblob/
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Includes the following libraries for Machine Learning: ** Scipy ** scikit-learn ** Numpy
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Includes the following libraries for data science and cleaning data: ** Pandas
- First, build the image for download the pip packages in requeriments.txt.
$ docker-compose build
- Finally, to run
$ docker-compose up
- The webservice is run on localhost:8082