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Strategy for avoiding "double response"

Hi! New to this site but enjoying it a lot so far.

I'm working on an algo that fetches a new csv every minute. The csv is a list of events that is dynamically updated.

What's the best way to make sure I don't "double react" to an event listed in the csv. In other words the algo will fetch the csv and there might be an event which occurred ~ 60 seconds ago. How can I be sure the algo reacts to the event once - and exactly once?

Strategy 1

In my algo, ignore all events that are more than a minute old. This seems a bit dangerous to me, since the event might have occured 60.0001 seconds ago and been missed by the last tick.

Strategy 2

Configure my server so that once an event has been exported to a csv, it gets marked in the database and never gets exported again. This will be a pain from a dev point of view, as well as a backtesting point of view.

Strategy 3

Hoping there's an alternative here, since none of the other two seem too appetizing.

Cheers,
Aakil!

2 responses

I'm working on an algo that fetches a new csv every minute.

Quantopian currently only allows external data to be retrieved once per day, in your initialize() function, so I'm not sure how you're going to implement an algorithm on Quantopian that fetches data every minute.

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Woops...
Well, there goes that strategy