Add alternative support for Skip
parameter to facilitate flexible navigation within small datasets
#1927
CalvinQuark
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When I put this question to ChatGPT:
The Azure Data API Builder doesn't support integer
Skip
parameters. Instead, it supportsendCursor
bookmarks withhasNextPage
flags. What are the advantages and disadvantages of this latter approach versusSkip
andTake
?The ChatGPT bot responded:
The Azure Data API Builder's approach of using
endCursor
bookmarks withhasNextPage
flags, compared to the traditionalSkip
andTake
(orLimit
andOffset
) pagination methods, offers several advantages and disadvantages:Advantages of
endCursor
withhasNextPage
:Performance Efficiency: When dealing with large datasets,
Skip
can be inefficient as the database needs to count andskip
over a large number of rows. UsingendCursor
allows for faster queries since it directly accesses the point where the last query ended.Consistency in Data: This method helps avoid issues with data modification during pagination. With
Skip
andTake
, if new data is added or existing data is removed, the pages might contain duplicate or missing items.endCursor
ensures a consistent view of data, as each page is based on the state of the data at the time of the query.Stateful Pagination: It provides a way to bookmark a particular state of data. This is particularly useful in scenarios where users need to resume their browsing from a specific point.
Disadvantages of
endCursor
withhasNextPage
:Complexity in Implementation: Implementing this method can be more complex than the straightforward
Skip
andTake
. It requires a mechanism to generate and interpret theendCursor
values.Limited Flexibility: This approach does not easily allow users to jump to a specific page. It's designed for sequential access, which might not be ideal in all scenarios.
Dependency on Stable Sorting: This method typically depends on the data having a stable and consistent sorting order, which can be an issue if the underlying data changes frequently.
Cursor Value Exposure: The
endCursor
values might expose some information about the database structure or data ordering, which could be a concern from a security perspective.Comparison to
Skip
andTake
:Performance:
Skip
can be less efficient on large datasets.Data Consistency:
Skip
andTake
are more prone to issues with data modification during pagination.Implementation:
Skip
andTake
are simpler to implement.User Experience:
Skip
andTake
allow for more flexible navigation, such as jumping to a specific page.Applicability:
Skip
andTake
are more universal and don't rely as heavily on the underlying data's stability.In conclusion, the choice between these two methods depends on the specific requirements of the application, such as the size of the dataset, the nature of user interaction with data, and the importance of query performance versus implementation complexity.
Clearly there are benefits to both approaches. So why not support them both?
This bullet is the best motivation for doing so:
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