This is a quick script that I reversed engineered in order to poll ITA Matrix Airfare Search. It is still a bit rough around the edges as I try to clean it up. The goal is to determine a correlation between seat availability and price fare information to alert me on trends for flight segments. I want to build a cool dashboard in order to feed all this information to me automatically.
Right now I use ITA Matrix for airfare search & flightstats for seat availability. I'm looking to get information from nome other sites as well in order to get better data.
The ITA Matrix Airfare Search is a great tool so I suggest you go check it out here: http://matrix.itasoftware.com/ Also checkout Flightstats (https://flightstats.com) its a great site for finding information about tracking. I use it to monitor whether flights are on-time or not.
#Dependencies#
- Requests (http://docs.python-requests.org/)
- MongoDB (http://www.mongodb.org/)
- Flask (http://flask.pocoo.org/)
- python-dateutil (http://labix.org/python-dateutil)
- Google Vizualizations API (https://code.google.com/p/google-visualization-python/)
- PhantomJS (http://phantomjs.org/)
- Selenium (http://docs.seleniumhq.org/)
#TO-DO#
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MapReduce Job to map seat availability to pricing information.
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Integrate with Prediction.io for Analysis.
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Seat map for availability - alert if aisle/window seat becomes available.
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Upgrade list - to track which flights give higher chance of upgrades.
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Add support for non-direct flights
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Calendar automated search support.
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Command Line Interface
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Backtest after enough data is gathered.
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Add more Search Engine Scrapers
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Add price forecasting from Kayak & Bing
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Output reminders kayak style:
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Stylize WebApp for reporting/Dashboard
