From 809b0f97a66f543c2f607079f1751ad13e15d6dc Mon Sep 17 00:00:00 2001 From: Ken Chen Date: Wed, 15 Oct 2025 12:46:49 -0700 Subject: [PATCH] refine tumble window --- docs/tumble-aggregation.md | 194 +++++++++++++++++++++-------------- static/img/tumble-window.png | Bin 0 -> 75551 bytes 2 files changed, 118 insertions(+), 76 deletions(-) create mode 100644 static/img/tumble-window.png diff --git a/docs/tumble-aggregation.md b/docs/tumble-aggregation.md index c8e2d00f..b9357769 100644 --- a/docs/tumble-aggregation.md +++ b/docs/tumble-aggregation.md @@ -1,141 +1,183 @@ -# Tumble Window Aggregation {#tumble_window} +# Tumble Window Aggregation ## Overview -Tumble slices the unbounded data into different windows according to its parameters. Internally, Timeplus observes the data streaming and automatically decides when to close a sliced window and emit the final results for that window. + +A **tumbling window** divides an unbounded data stream into **fixed-size, non-overlapping intervals** based on event time or processing time. + +Each event belongs to **exactly one** window. This is useful for periodic aggregations such as per-minute averages, hourly counts, or daily summaries. + +Unlike **hopping** or **session** windows, tumbling windows do not overlap — once a window closes, a new one immediately starts. +This makes them simple, deterministic, and ideal for producing periodic reports or metrics. + +## Syntax ```sql -SELECT , , -FROM tumble(, [], , []) +SELECT , +FROM tumble(, [], ]) [WHERE clause] -GROUP BY [window_start | window_end], ... -EMIT +GROUP BY [window_start | window_end], ... +EMIT SETTINGS =, =, ... ``` -Tumble window means a fixed non-overlapped time window. Here is one example for a 5 seconds tumble window: +### Parameters + +- `` : the source stream the tumble window applied to. **Required** +- `` : the event timestamp column which is used to calculate window starts / ends and internal watermark. You can use `now()` or `now64(3)` to enable processing time tumble window. Default is `_tp_time` if absent. **Optional** +- `` : tumble window interval size. Supported interval units are listed below. **Required** + - `s` : second + - `m` : miniute + - `h` : hour + - `d` : day + - `w` : week + +### Example ``` -["2020-01-01 00:00:00", "2020-01-01 00:00:05] -["2020-01-01 00:00:05", "2020-01-01 00:00:10] -["2020-01-01 00:00:10", "2020-01-01 00:00:15] -... +CREATE STREAM device_metrics ( + device_id string, + cpu_usage float, + event_time datetime64(3) +); + +SELECT + window_start, + window_end, + device_id, + avg(cpu_usage) AS avg_cpu +FROM tumble(device_metrics, event_time, 5s) +GROUP BY + window_start, + device_id +EMIT AFTER WINDOW CLOSE; ``` -`tumble` window in Timeplus is left closed and right open `[)` meaning it includes all events which have timestamps **greater or equal** to the **lower bound** of the window, but **less** than the **upper bound** of the window. +**Explanation**: +- Events are grouped into **5-second, non-overlapping windows** based on their `event_time`. +- Each `device_id`’s events are aggregated independently within each window. +- When a window closes, the system emits one aggregated result per device with the computed `avg_cpu`. -`tumble` in the above SQL spec is a table function whose core responsibility is assigning tumble window to each event in a streaming way. The `tumble` table function will generate 2 new columns: `window_start, window_end` which correspond to the low and high bounds of a tumble window. +**Example timeline**: -`tumble` table function accepts 4 parameters: `` and `` are optional, the others are mandatory. +| Window | Time Range | Events Included | +| :----: | :------------------ | :----------------------------- | +| W1 | 00:00:00 → 00:00:05 | Events in [00:00:00, 00:00:05) | +| W2 | 00:00:05 → 00:00:10 | Events in [00:00:05, 00:00:10) | +| W3 | 00:00:10 → 00:00:15 | Events in [00:00:10, 00:00:15) | -When the `` parameter is omitted from the query, the stream's default event timestamp column which is `_tp_time` will be used. +![TumbleWindow](/img/tumble-window.png) -When the `` parameter is omitted the system's default timezone will be used. `` is a string type parameter, for example `UTC`. +Each event falls into exactly one window, ensuring deterministic aggregation and predictable output intervals. -`` is an interval parameter: `` where `` supports `s`, `m`, `h`, `d`, `w`. -It doesn't yet support `M`, `q`, `y`. For example, `tumble(my_stream, 5s)`. +## Emit Policies -More concrete examples: +Emit policies define **when** Timeplus should output results from **time-windowed** aggregations such as **tumble**, **hop**, **session** and **global-windowed** aggregation. -```sql -SELECT device, max(cpu_usage) -FROM tumble(device_utils, 5s) -GROUP BY device, window_end -``` +These policies control whether results are emitted **only after the window closes**, **after a delay** to honor late events, or **incrementally during the window**. + +### `EMIT AFTER WINDOW CLOSE` -The above example SQL continuously aggregates max cpu usage per device per tumble window for the stream `devices_utils`. Every time a window is closed, Timeplus Proton emits the aggregation results. +This is the **default behavior** for all time window aggregations. Timeplus emits the aggregated results once the window closes. -Let's change `tumble(stream, 5s)` to `tumble(stream, timestmap, 5s)` : +**Example**: ```sql -SELECT device, max(cpu_usage) -FROM tumble(devices, timestamp, 5s) -GROUP BY device, window_end -EMIT AFTER WINDOW CLOSE WITH DELAY 2s; +SELECT window_start, device, max(cpu_usage) +FROM tumble(device_utils, 5s) +GROUP BY window_start, device; ``` -Same as the above delayed tumble window aggregation, except in this query, user specifies a **specific time column** `timestamp` for tumble windowing. +This query continuously computes the **maximum CPU usage** per device in every 5-second tumble window from the stream `device_utils`. +Each time a window closes (as determined by the internal watermark), Timeplus emits the results once. -The example below is so called processing time processing which uses wall clock time to assign windows. Timeplus internally processes `now/now64` in a streaming way. +:::info +A watermark is an internal timestamp that advances monotonically per stream, determining when a window can be safely closed. +::: -```sql -SELECT device, max(cpu_usage) -FROM tumble(devices, now64(3, 'UTC'), 5s) -GROUP BY device, window_end -EMIT AFTER WINDOW CLOSE WITH DELAY 2s; -``` +### `EMIT AFTER WINDOW CLOSE WITH DELAY` -## Emit Policies - -### EMIT AFTER WINDOW CLOSE {#emit_after} +Adds a **delay period** before emitting window results, allowing **late events** to be included. -You can omit `EMIT AFTER WINDOW CLOSE`, since this is the default behavior for time window aggregations. For example: +**Example**: ```sql -SELECT device, max(cpu_usage) +SELECT window_start, device, max(cpu_usage) FROM tumble(device_utils, 5s) -GROUP BY device, window_end +GROUP BY window_start, device +EMIT AFTER WINDOW CLOSE WITH DELAY 2s; ``` -The above example SQL continuously aggregates max cpu usage per device per tumble window for the stream `devices_utils`. Every time a window is closed, Timeplus Proton emits the aggregation results. How to determine the window should be closed? This is done by [Watermark](/understanding-watermark), which is an internal timestamp. It is guaranteed to be increased monotonically per stream query. +This query aggregates the **maximum CPU usage** for each device per 5-second tumble window, then waits 2 additional seconds after the window closes before emitting results. This helps capture any late-arriving events that fall within the window period. -### EMIT AFTER WINDOW CLOSE WITH DELAY {#emit_after_with_delay} +### `EMIT TIMEOUT` -Example: +In some streaming scenarios, the **last tumble window** might remain open because no new events arrive to advance the watermark (i.e., the event time progress). +The **`EMIT TIMEOUT`** clause helps forcefully close such idle windows after a specified period of inactivity. + +**Example**: ```sql -SELECT device, max(cpu_usage) +SELECT window_start, device, max(cpu_usage) FROM tumble(device_utils, 5s) -GROUP BY device, widnow_end -EMIT AFTER WINDOW CLOSE WITH DELAY 2s; +GROUP BY window_start, device +EMIT TIMEOUT 3s; ``` -The above example SQL continuously aggregates max cpu usage per device per tumble window for the stream `device_utils`. Every time a window is closed, Timeplus Proton waits for another 2 seconds and then emits the aggregation results. +In this example: + +- The query continuously aggregates the maximum CPU usage per device in **5-second tumble windows**. +- If **no new events** arrive for **3 seconds**, Timeplus will **force-close** the most recent window and emit the final results. +- Once the window is closed, the **internal watermark** (event time) advances as well. +- Any **late events** that belong to this now-closed window will be discarded. + +### `EMIT ON UPDATE` -### EMIT ON UPDATE {#emit_on_update} +Emits **intermediate aggregation updates** whenever the results change within an open window. +This is useful for near real-time visibility into evolving metrics. -You can apply `EMIT ON UPDATE` in time windows, such as tumble/hop/session, with `GROUP BY` keys. For example: +**Example**: ```sql SELECT - window_start, cid, count() AS cnt + window_start, device, max(cpu_usage) FROM - tumble(car_live_data, 5s) -WHERE - cid IN ('c00033', 'c00022') + tumble(device_utils, 5s) GROUP BY - window_start, cid -EMIT ON UPDATE + window_start, device +EMIT ON UPDATE; ``` -During the 5 second tumble window, even the window is not closed, as long as the aggregation value(`cnt`) for the same `cid` is different , the results will be emitted. +Here, during each 5-second window, the system emits updates whenever there are new events flowing into the open window, even before the window closes. -### EMIT ON UPDATE WITH DELAY {#emit_on_update_with_delay} +### `EMIT ON UPDATE WITH BATCH` -Adding the `WITH DELAY` to `EMIT ON UPDATE` will allow late event for the window aggregation. +Combines **periodic emission** with **update-based** triggers. +Timeplus checks the intermediate aggregation results at regular intervals and emits them if they have changed which can significally improve the emit efficiency and throughput compared with `EMIT ON UPDATE`. + +**Example**: ```sql SELECT - window_start, cid, count() AS cnt + window_start, device, max(cpu_usage) FROM - tumble(car_live_data, 5s) -WHERE - cid IN ('c00033', 'c00022') + tumble(device_utils, 5s) GROUP BY - window_start, cid -EMIT ON UPDATE WITH DELAY 2s + window_start, device +EMIT ON UPDATE WITH BATCH 1s; ``` -### EMIT ON UPDATE WITH BATCH {#emit_on_update_with_batch} +### `EMIT ON UPDATE WITH DELAY` + +Similar to **`EMIT ON UPDATE`**, but includes a delay to allow late events before emitting incremental updates. + +**Example**: -You can combine `EMIT PERIODIC` and `EMIT ON UPDATE` together. In this case, even the window is not closed, Timeplus will check the intermediate aggregation result at the specified interval and emit rows if the result is changed. ```sql SELECT - window_start, cid, count() AS cnt + window_start, device, max(cpu_usage) FROM - tumble(car_live_data, 5s) -WHERE - cid IN ('c00033', 'c00022') + tumble(device_utils, 5s) GROUP BY - window_start, cid -EMIT ON UPDATE WITH BATCH 2s + window_start, device +EMIT ON UPDATE WITH DELAY 2s; ``` diff --git a/static/img/tumble-window.png b/static/img/tumble-window.png new file mode 100644 index 0000000000000000000000000000000000000000..09c751e9e4fa6865c0fb55dd5d099d3231a9bd8f GIT binary patch literal 75551 zcmZU&1y~%xvo8uE!QI_8xcd@9f(Cb&#a$M+;1D#py9Rf6cXwG}ad(%;|J-x$x$nLC zzMih>s$W%Cbx(KAbeMvi1PUS{A`}!9ij?FJB`7Fp@CSVk5BqViMcEMjXwbG06H|~9 z6C+n}v@^A^Hi3eo|7#P&F4L=k9VBmAup|ybrwbvchgY?TLPfenF|e`w%K4CV>-wGv>&u@u9RV!&#AmJFB>K0Z z<-Zhu{i%o1j}A-zeHxThz>#7?*xh*7u_yew!gW??)JM&ZsA#1B 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