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Help migrating from get_fundamentals to Pipeline?

I haven't been around Quantopian for a while. The changes in the API look great but I'm having trouble adapting. I've been using get_fundamentals to build dynamic universes but have never used morningstar.category.my_field or classifiers.morningstar. I think everyone is using the 'get-stock-list, then filter, then use' paradigm now, so it should be pretty easy but I keep struggling with the filtering part. I've put together the two ways on a backtest, without filtering any of the new input. Any recommendations?

Clone Algorithm
2
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Backtest from to with initial capital
Total Returns
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Alpha
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Beta
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Sharpe
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Sortino
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Max Drawdown
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Benchmark Returns
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Volatility
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Returns 1 Month 3 Month 6 Month 12 Month
Alpha 1 Month 3 Month 6 Month 12 Month
Beta 1 Month 3 Month 6 Month 12 Month
Sharpe 1 Month 3 Month 6 Month 12 Month
Sortino 1 Month 3 Month 6 Month 12 Month
Volatility 1 Month 3 Month 6 Month 12 Month
Max Drawdown 1 Month 3 Month 6 Month 12 Month
# Backtest ID: 59dd16e191e1cc5467319fa2
There was a runtime error.
1 response

Hi Aitor,

I cloned your algorithm and added the pipeline logic you are missing within make_pipeline. This way, construction of your dynamic universe is all done within pipeline. Let me know if you have any questions and feel free to learn more about pipeline construction here.

Best,
Robert

Clone Algorithm
7
Loading...
Backtest from to with initial capital
Total Returns
--
Alpha
--
Beta
--
Sharpe
--
Sortino
--
Max Drawdown
--
Benchmark Returns
--
Volatility
--
Returns 1 Month 3 Month 6 Month 12 Month
Alpha 1 Month 3 Month 6 Month 12 Month
Beta 1 Month 3 Month 6 Month 12 Month
Sharpe 1 Month 3 Month 6 Month 12 Month
Sortino 1 Month 3 Month 6 Month 12 Month
Volatility 1 Month 3 Month 6 Month 12 Month
Max Drawdown 1 Month 3 Month 6 Month 12 Month
# Backtest ID: 59de3ab772b3915442c4c253
There was a runtime error.
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