addition of item similarity measure - python version #1522
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YanZhangADS
requested review from
anargyri,
gramhagen,
loomlike,
miguelgfierro,
wutaomsft and
yueguoguo
as code owners
Codecov Report
@@ Coverage Diff @@
## staging #1522 +/- ##
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+ Coverage 62.03% 62.20% +0.17%
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Files 84 84
Lines 8397 8441 +44
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+ Hits 5209 5251 +42
- Misses 3188 3190 +2
Continue to review full report at Codecov.
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diversity notebook only use spark version as an example. We do not have example diversity notebook for python version. |
| @@ -696,46 +698,131 @@ def get_top_k_items( | |||
| } | |||
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| # diversity metrics | |||
| class PythonDiversityEvaluation: | |||
| """Python Diversity Evaluator""" | |||
| def check_column_dtypes_diversity_serendipity(func): | |||
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Shouldn't we have this decorator private (with an '_' at the front of the name)?
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We did not use _ in existing code, e.g. the function "check_column_dtypes" does not have _ in front of the function name. Therefore I don't add _ to be consistent.
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No, I meant adding just an underscore, without any quotation marks. Currently you see these methods in readthedocs, where they are probably not needed.
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There is another issue with the docstrings. The args are missing in the python functions e.g. here because before they were inside the encapsulating class but now they are required.
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| The metric definitions/formulations are based on the following references with modification: | ||
| def check_column_dtypes_novelty_coverage(func): |
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Similar, should this be private?
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There are some long lines (caught by flake). |
I used "black" to format the files. |
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Thanks @anargyri for catching many issue! |
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staging branchand not tomain branch.