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
Skipparameters. Instead, it supportsendCursorbookmarks withhasNextPageflags. What are the advantages and disadvantages of this latter approach versusSkipandTake?The ChatGPT bot responded:
The Azure Data API Builder's approach of using
endCursorbookmarks withhasNextPageflags, compared to the traditionalSkipandTake(orLimitandOffset) pagination methods, offers several advantages and disadvantages:Advantages of
endCursorwithhasNextPage:Performance Efficiency: When dealing with large datasets,
Skipcan be inefficient as the database needs to count andskipover a large number of rows. UsingendCursorallows 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
SkipandTake, if new data is added or existing data is removed, the pages might contain duplicate or missing items.endCursorensures 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
endCursorwithhasNextPage:Complexity in Implementation: Implementing this method can be more complex than the straightforward
SkipandTake. It requires a mechanism to generate and interpret theendCursorvalues.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
endCursorvalues might expose some information about the database structure or data ordering, which could be a concern from a security perspective.Comparison to
SkipandTake:Performance:
Skipcan be less efficient on large datasets.Data Consistency:
SkipandTakeare more prone to issues with data modification during pagination.Implementation:
SkipandTakeare simpler to implement.User Experience:
SkipandTakeallow for more flexible navigation, such as jumping to a specific page.Applicability:
SkipandTakeare 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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