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Remove reindex in Entity.query_by_values #626
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Reindex may change the order, and features may assume that the dataframe is ordered by time index. After calculating features reindex to use order of instance_ids.
Codecov Report
@@ Coverage Diff @@
## master #626 +/- ##
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+ Coverage 97.42% 97.43% +<.01%
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Files 118 118
Lines 9532 9543 +11
==========================================
+ Hits 9287 9298 +11
Misses 245 245
Continue to review full report at Codecov.
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kmax12
suggested changes
Jun 25, 2019
kmax12
previously approved these changes
Jun 25, 2019
CJStadler
commented
Jun 26, 2019
This is faster and doesn't change the type. The function can no longer accept lists, so update the tests to pass in np.ndarray.
…eaturetools into cfm-always-sorted-by-time
kmax12
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Jun 26, 2019
kmax12
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Jun 27, 2019
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johnnyheineken
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Jul 7, 2019
Reindex could change the order, violating the invariant that the dataframe is ordered by time index. After calculating features reindex to use order of instance_ids. FeatureSetCalculator.run can no longer accept lists, so this updates the tests to pass in np.ndarray.
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reindex
may change the order of the dataframe, but the dataframeshould keep the existing ordering by time index.
After calculating features call
reindex
to order byinstance_ids
.