This page is meant as a template for writing a KIP. To create a KIP choose Tools->Copy on this page and modify with your content and replace the heading with the next KIP number and a description of your issue. Replace anything in italics with your own description.
Status
Current state: [One of "Under Discussion", "Accepted", "Rejected"]
Discussion thread: here [Change the link from the KIP proposal email archive to your own email thread]
JIRA: here [Change the link from KAFKA-128391 to your own ticket]
Please keep the discussion on the mailing list rather than commenting on the wiki (wiki discussions get unwieldy fast).
Motivation
Describe the problems you are trying to solve.
Public Interfaces
Briefly list any new interfaces that will be introduced as part of this proposal or any existing interfaces that will be removed or changed. The purpose of this section is to concisely call out the public contract that will come along with this feature.
A public interface is any change to the following:
Binary log format
The network protocol and api behavior
Any class in the public packages under clientsConfiguration, especially client configuration
org/apache/kafka/common/serialization
org/apache/kafka/common
org/apache/kafka/common/errors
org/apache/kafka/clients/producer
org/apache/kafka/clients/consumer (eventually, once stable)
Monitoring
Command line tools and arguments
- Anything else that will likely break existing users in some way when they upgrade
Proposed Changes
In KIP-450: Sliding Window Aggregations in the DSL, we introduce Sliding Window to do calculations for each distinct window, the sliding window implementation would be a more efficient way to do these types of aggregations. In the Sliding Window, we was planning to have windows with inclusive on both the start and end time, but currently, we implemented in TimeWindow which is a half-open time interval. We should introduce a new window type: SlidingWindow, to have "\[start, end]" time interval, for SlidingWindows aggregation.
Public Interfaces
Add org.apache.kafka.streams.kstream.internals.SlidingWindow
/** |
Proposed Changes
This KIP will change the KStreamSlidingWindowAggregate implementation, to replace the original TimeWindow type, with the new SlidingWindow type. So that we can have correct aggregation calculation for the set of records within the window.
Ex: In KIP-450, we have a graph to describe what expected result we want:
But because of we used the TimeWindow to represent the window time interval, it actually has 1 ms difference for each window.
ex: originally, we expected have a window \[-7, 3], but we actually have a window \[-7, 2], or \[-7, 3)
After this KIP, this issue will be fixed and have a correct aggregation calculation resultsDescribe the new thing you want to do in appropriate detail. This may be fairly extensive and have large subsections of its own. Or it may be a few sentences. Use judgement based on the scope of the change.
Compatibility, Deprecation, and Migration Plan
- What impact (if any) will there be on existing users?
- If we are changing behavior how will we phase out the older behavior?
- If we need special migration tools, describe them here.
- When will we remove the existing behavior?
Rejected Alternatives
...
No migration plan is needed.