Don't assume order and length is the same between observed and predicted features #3250
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…ted features Summary: Combining diffs D68274239 & D68294872: 1 - **D68274239 - [analysis] Don't assume order is the same in observed and predicted features** This is causing only 3 of 14 arms to show on an experiment. We're still assuming that within an observation the order of the metric names matches the order of the corresponding data. 2 - **D68294872 - [analysis] Don't assume observed and predicted metrics are the same length** Comment from [here](https://www.internalfb.com/diff/D68274239?dst_version_fbid=9435339503152040&transaction_fbid=1415387593232440): In N6432597 I encounter a `StopIteration` error when rebased on D68274239. I believe this is because `predicted.metric_names` is quite a bit longer than `observed.data.metric_names` and so there's a chance that ``` predicted_i = next( i for i in range(len(observed.data.metric_names)) if predicted.metric_names[i] == metric_name ) ``` never finds the metric it needs and throws the `StopIteration` error. Differential Revision: D68336952
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This pull request was exported from Phabricator. Differential Revision: D68336952 |
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #3250 +/- ##
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Coverage 95.88% 95.88%
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Files 513 513
Lines 51689 51688 -1
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Hits 49562 49562
+ Misses 2127 2126 -1 ☔ View full report in Codecov by Sentry. |
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Summary:
Combining diffs D68274239 & D68294872:
1 - D68274239 - [analysis] Don't assume order is the same in observed and predicted features
This is causing only 3 of 14 arms to show on an experiment. We're still assuming that within an observation the order of the metric names matches the order of the corresponding data.
2 - D68294872 - [analysis] Don't assume observed and predicted metrics are the same length
Comment from here:
In N6432597 I encounter a
StopIterationerror when rebased on D68274239. I believe this is becausepredicted.metric_namesis quite a bit longer thanobserved.data.metric_namesand so there's a chance thatnever finds the metric it needs and throws the
StopIterationerror.Differential Revision: D68336952