Add public docs for entity aliasing #1951
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Signed-off-by: Cody Lin <[email protected]>
codyjlin
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| @@ -53,6 +53,50 @@ global_stats_fv = FeatureView( | |||
| {% endtab %} | |||
| {% endtabs %} | |||
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| ## Entity aliasing | |||
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| "Entity aliases" can be specified to join `entity_df` columns that do not match the column names in the feature data table. Another use case involves entities that are a subclass of a more general entity. For example, "spammer" and "reporter" could be aliases of a "user" entity, and "origin" and "destination" could be aliases of a "location" entity as shown below. It is suggested that you dynamically specify the new FeatureView name using `.with_name` and `join_key_map` override using `.with_join_key_map` instead of register each new copy. | |||
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This intro is a bit cryptic
- What is "the feature data table"?
- What is "entity_df"? What about "entity dataframe"?
- We seem to be mixing what entity aliasing is, what it is used for, and how to use it, all in a single paragraph.
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Got it, let me know if the updated version is better.
Signed-off-by: Cody Lin <[email protected]>
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[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: adchia, codyjlin The full list of commands accepted by this bot can be found here. The pull request process is described here
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Signed-off-by: Cody Lin [email protected]
What this PR does / why we need it:
This adds public documentation for entity aliasing functionality to the concepts/feature-view page. (Also, this is my first time contributing the public docs - not sure what the process is / if it's ok to do it through a PR like this.)
Which issue(s) this PR fixes:
Fixes #1762
Does this PR introduce a user-facing change?: