From cbbdb08e612ed52ed12f920e67c8c56b0112f94d Mon Sep 17 00:00:00 2001 From: Debashis Borgohain Date: Thu, 21 Aug 2025 17:13:05 +0530 Subject: [PATCH 01/11] create streaming aggregation docs --- docs/user-guide/management/.pages | 1 + .../management/aggregation-cache.md | 146 ++++++++++++++++++ .../management/test-run-four-agg-cache.png | Bin 0 -> 103548 bytes .../management/test-run-one-agg-cache.png | Bin 0 -> 83206 bytes .../management/test-run-three-agg-cache.png | Bin 0 -> 97802 bytes .../management/test-run-two-agg-cache.png | Bin 0 -> 86871 bytes 6 files changed, 147 insertions(+) create mode 100644 docs/user-guide/management/aggregation-cache.md create mode 100644 docs/user-guide/management/test-run-four-agg-cache.png create mode 100644 docs/user-guide/management/test-run-one-agg-cache.png create mode 100644 docs/user-guide/management/test-run-three-agg-cache.png create mode 100644 docs/user-guide/management/test-run-two-agg-cache.png diff --git a/docs/user-guide/management/.pages b/docs/user-guide/management/.pages index bec89a3a..527fc58f 100644 --- a/docs/user-guide/management/.pages +++ b/docs/user-guide/management/.pages @@ -1,6 +1,7 @@ nav: - Management Overview: index.md - Streaming Search: streaming-search.md + - Aggregation Cache: aggregation-cache.md - Query Management: query-management.md - Alert Destinations: alert-destinations.md - Templates: templates.md diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md new file mode 100644 index 00000000..c597be94 --- /dev/null +++ b/docs/user-guide/management/aggregation-cache.md @@ -0,0 +1,146 @@ +--- +title: Streaming Aggregation in OpenObserv +description: Learn how Streaming Aggregation accelerates dashboards using aggregation cache in OpenObserve Enterprise. +--- +This document helps you understand what Streaming Aggregation is and how it relates to aggregation cache in OpenObserve. + +## What is Streaming Aggregation +Streaming Aggregation is an Enterprise setting in OpenObserve that enables aggregation cache. + +!!! note "Who can use it" + All Enterprise users. + +!!! note "Where to find it" + To enable aggregation cache: + + 1. Go to **Management > General Settings**. + 2. Turn on the **Enable Streaming Aggregation** toggle. + 3. Select **Save**. + +## What is Aggregation Cache +Aggregation cache accelerates aggregation queries by saving results for each time partition when a dashboard panel runs. When a panel later requests the same or overlapping time range with the same stream and filters, OpenObserve reuses the saved partitions and computes only the missing partitions. Results remain correct because the system combines partition results using safe math such as adding sums and counts before computing an average. + +## How Aggregation Cache works +This section explains what happens at query time. Aggregation cache stores mergeable results per time partition on the first run, then reuses matching partitions on later runs that use the same stream, filters, and grouping over the same or overlapping time range. + +### First run populates the cache + +1. A panel sends an aggregation query for a selected time range. +2. OpenObserve analyzes the query to decide whether it is eligible for aggregation cache. +3. OpenObserve splits the requested range into time partitions. The system selects the partition size automatically. +4. For each partition, OpenObserve computes values that can be merged later. Examples include sum, count, minimum, maximum, and histogram bucket counts. +5. OpenObserve writes those per‑partition results to cache in memory and on disk. +6. OpenObserve merges all partition results to produce the final answer and returns it to the panel. +7. The response metadata confirms eligibility and reports cache identifiers. + +> See [How to verify caching in the product](#how-to-verify-caching-in-the-product). + +### Later run reuses the cache + +1. A panel sends an aggregation query with the same stream and the same filters. The time range can be the same or can overlap. +2. OpenObserve looks up partitions that match the new request. +3. For matching partitions, OpenObserve reads saved results from cache. +4. For missing partitions, OpenObserve computes new results. +5. OpenObserve merges saved results with new results and returns the final answer. +6. The response metadata shows which partitions came from aggregation cache. The ratio is one hundred for reused partitions and zero for computed partitions. + +> See [How to verify caching in the product](#how-to-verify-caching-in-the-product). + + +### What must match for reuse + +- Stream +- Filters +- Grouping or bucketing choices +- Time partitions that are fully inside the requested range + +If these do not match, OpenObserve computes the partitions again and then saves them for future reuse. + + +## What can be cached +- Supported aggregate functions for cache reuse: +`min`, `max`, `avg`, `sum`, `count`, `median`, `array_agg`, `percentile_cont`, `summary_percentile`, `first_value`, `last_value`, `approx_distinct`, `approx_median`, `approx_percentile_cont`, `approx_percentile_cont_with_weight`, `approx_topk`, `approx_topk_distinct`. +- After the first run, if `streaming_aggs` is true and `streaming_id` has a value, the query is eligible for caching. You can check these fields in the query response by using your browser developer tools. Open **Network**, select the `_search_partition` entry, and view the **Preview** or **Response** tab to confirm the values. + +## How to verify caching in the product + +**Where to capture** + +Use your browser developer tools.
+ +1. Open Network and filter to **Fetch** or **XHR**. +2. Run the panel or query. +3. Select the entry named `_search_partition`. +4. Open **Preview** or **Response**. + +**What to capture**
+ +Capture the following details: + +- `streaming_aggs` must be true +- `streaming_id` must have a value +- `streaming_output` must be true +- `result_cache_ratio` per partition: + + - `100` means the partition came from aggregation cache. + - `0` means the partition was computed on this run. + +**Notes:** + +- The first successful run does not reuse aggregation cache because nothing has been stored yet. +- Ratios such as 70 indicate the general result cache and not aggregation cache. + +## Performance benefits +Streaming Aggregation is enabled in all the following test runs: + +**Test Run 1**: + +- Time range: `2025-08-13 00:00:00 - 2025-08-20 00:00:00` +- Time taken to load the dashboard: `6.84 s` +- `result_cache_ratio` is `0` in all partitions +![test run 1](test-run-one-agg-cache.png) + + +**Test Run 2**: + +- Time range: `2025-08-13 00:00:00 - 2025-08-20 00:00:00` +- Time taken to load the dashboard: `3.00 s` +- `result_cache_ratio` is `100` in all partitions +![test run 2](test-run-two-agg-cache.png) + +**Test Run 3**: + +- Time range: `2025-08-6 00:00:00 - 2025-08-20 00:00:00` +- Time taken to load the dashboard: `6.36 s` +- `result_cache_ratio` is `100` for partitions that cover the time range `2025-08-13 00:00:00 → 2025-08-20 00:00:00` and `result_cache_ratio` is `0` for the rest of the partitions +![test run 3](test-run-three-agg-cache.png) + +**Test Run 4**: + +- Time range: `2025-08-6 00:00:00 - 2025-08-20 00:00:00` +- Time taken to load the dashboard: `3.38 s` +- `result_cache_ratio` is `100` for all partitions +![test run 4](test-run-four-agg-cache.png) + + +## Limitations + +- Very complex queries may not be eligible for cache reuse yet. Examples include joins, nested subqueries, heavy window functions, and large unions +- The first run pays full computation cost to populate the cache +- Reuse depends on partition availability. Eviction due to capacity limits can reduce reuse. + +## Troubleshooting + +1. **Second run is not faster** + + - **Cause**: The query was not cacheable or the first run did not complete. + - **Fix**: Align time windows and filters with the first run. Verify `streaming_aggs` and `streaming_id`. After a successful first run, confirm `result_cache_ratio` equals `100` on some partitions. + +2. **Different panels do not benefit** + + - **Cause**: Time windows or filters differ. + - **Fix**: Use the same windows and the same filters across panels that analyze the same stream. + + + + diff --git a/docs/user-guide/management/test-run-four-agg-cache.png b/docs/user-guide/management/test-run-four-agg-cache.png new file mode 100644 index 0000000000000000000000000000000000000000..fd07280af5761cdb30bbd4826845f00c3fadabbf GIT binary patch literal 103548 zcmZVlbzD?Y+dU40prC>%C>^4dba#jdNDB%`OZU(nBcdRZ(v3)W*U-}49RmzqL+1d$ zjrVgu&-eYjf50$@bN1P1?`yBUu63;w@Lo|G_W|hxG&D3^nRjnh(9p1;XlQp-vG0K+ z^Q>YU-~-)3Mfwd|VL$op7fe%e1#vXAlF)}J{k!1%ecN{$4rpkPT5f;PJ8ZIz(9mu& zWZsH@bk*ISbMus+xNO>2qQRs#qb;HRQ~s7&PxCT5o0frvR46rCGxuqR>c^d@8RMF= z+v#SnRJ06&3ogo9hgDvd&`J~pwBk34nd};^n$UI8M7(pIFPf<96mSu7S?y1{oLwWY z#ll1AJ^%Lj4K{VFyo*<`O%rSJaqy6`_hz7q6AsRt@h|%B4UuevUe1YOu9&~ZK|NFdeKG{ImDS08E 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zpE>}77RdeeJ#9IQkG9|6ZFtsR8z??qLe9#_{I?F^<6AQxyQbvhUxBO^f-0*z;eYd!+bkOyMJgU5QS$kdw;^U9m-#p?IO!Q5k?ROO$*VMxpdfP z;AV0R%>hxR9r&*YN`6r$%sIZfd%05|?>_it56rI`Ez=GKzsiKDN=dEkO1zie#JDq{aC#FVUHRTynzy8*Owl(Yw6cVGp^Ja{6FT-eG*3FxIAlz>Df@#yAmOu!A|fJ^aVibb*^A^^~ncVkz;x*dL@yc+7A# zEM{rz^U(&={v?A|5)H+GFowvm4_~YAmz467Mgb!7g??Q8_!L0I;DOFA@Awv|H z4?^Ucma@f^qU-4$Kdz({lVhSy-ns|fl%<|EKucVtmiB&VHXe6MUzN%r#UA=}Vi_`^T8EVjCqo{) zmu^NdaViASl@j!i2vwjlh1kAak3ja2BXjlb?~GrsAi&n+iR58=`P`w~#G3bENbKmtp|S`*yJ%40@YJ3ZAkq9oOb-9-T3(>z7<{tRbc&+j)z(G5R0 z*5nJ^KEfU7?<8GX%{pscLf)J{;)uZ15)0a(^5aOMnO0Stjq$8DWd;~|;%VTa&KGP5 z1YNP4!L;_r-kM5#VE<8PB4U=f@m+wXoo;c>tgZIdj-BrB(`5cuAf_8%1BYAUPYqGk^HTF<=dbDv>_W2Dg)w)Va;pvvlNlek0 zKp+Z1{M*_2WmlihpZ(z-jc=L2?bO89_2G&^A|UAMaxh!qEdBLm{~HUuvB3Xnfic@$ WYs^6I_5>mdeBPxqf-bC!P5%ofpt-*Q literal 0 HcmV?d00001 From 708d3fa20001d7089298d329307316127cce76f8 Mon Sep 17 00:00:00 2001 From: Debashis Borgohain Date: Fri, 22 Aug 2025 10:11:53 +0530 Subject: [PATCH 02/11] update the streaming aggregation documentation --- docs/user-guide/management/aggregation-cache.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md index c597be94..296e07ce 100644 --- a/docs/user-guide/management/aggregation-cache.md +++ b/docs/user-guide/management/aggregation-cache.md @@ -17,10 +17,10 @@ Streaming Aggregation is an Enterprise setting in OpenObserve that enables aggre 2. Turn on the **Enable Streaming Aggregation** toggle. 3. Select **Save**. -## What is Aggregation Cache -Aggregation cache accelerates aggregation queries by saving results for each time partition when a dashboard panel runs. When a panel later requests the same or overlapping time range with the same stream and filters, OpenObserve reuses the saved partitions and computes only the missing partitions. Results remain correct because the system combines partition results using safe math such as adding sums and counts before computing an average. +## What is aggregation cache +Aggregation cache improves performance by storing the results of each time partition the first time a query runs. This applies to dashboards, log queries, or any other place where aggregate SQL queries are used. When you run a query again with the same stream and filters, and for the same or overlapping time range, OpenObserve reuses the stored partitions and computes only the missing ones. The final result remains accurate because OpenObserve merges the stored and new partitions using safe operations such as adding sums and counts before computing averages. -## How Aggregation Cache works +## How aggregation cache works This section explains what happens at query time. Aggregation cache stores mergeable results per time partition on the first run, then reuses matching partitions on later runs that use the same stream, filters, and grouping over the same or overlapping time range. ### First run populates the cache @@ -93,7 +93,7 @@ Capture the following details: ## Performance benefits Streaming Aggregation is enabled in all the following test runs: -**Test Run 1**: +**Test run 1**: - Time range: `2025-08-13 00:00:00 - 2025-08-20 00:00:00` - Time taken to load the dashboard: `6.84 s` @@ -101,21 +101,21 @@ Streaming Aggregation is enabled in all the following test runs: ![test run 1](test-run-one-agg-cache.png) -**Test Run 2**: +**Test run 2**: - Time range: `2025-08-13 00:00:00 - 2025-08-20 00:00:00` - Time taken to load the dashboard: `3.00 s` - `result_cache_ratio` is `100` in all partitions ![test run 2](test-run-two-agg-cache.png) -**Test Run 3**: +**Test run 3**: - Time range: `2025-08-6 00:00:00 - 2025-08-20 00:00:00` - Time taken to load the dashboard: `6.36 s` - `result_cache_ratio` is `100` for partitions that cover the time range `2025-08-13 00:00:00 → 2025-08-20 00:00:00` and `result_cache_ratio` is `0` for the rest of the partitions ![test run 3](test-run-three-agg-cache.png) -**Test Run 4**: +**Test run 4**: - Time range: `2025-08-6 00:00:00 - 2025-08-20 00:00:00` - Time taken to load the dashboard: `3.38 s` From de3769d838b5de2e96dfcdf926ce820defc1cbcc Mon Sep 17 00:00:00 2001 From: Loakesh Indiran <66478092+Loaki07@users.noreply.github.com> Date: Fri, 22 Aug 2025 11:17:45 +0530 Subject: [PATCH 03/11] doc: update --- docs/user-guide/management/aggregation-cache.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md index 296e07ce..0d998f03 100644 --- a/docs/user-guide/management/aggregation-cache.md +++ b/docs/user-guide/management/aggregation-cache.md @@ -1,5 +1,5 @@ --- -title: Streaming Aggregation in OpenObserv +title: Streaming Aggregation in OpenObserve description: Learn how Streaming Aggregation accelerates dashboards using aggregation cache in OpenObserve Enterprise. --- This document helps you understand what Streaming Aggregation is and how it relates to aggregation cache in OpenObserve. From 9546822ac77f11e21d3ee0d6a017320894a89957 Mon Sep 17 00:00:00 2001 From: Debashis Borgohain Date: Fri, 22 Aug 2025 16:53:38 +0530 Subject: [PATCH 04/11] update the aggregation cache doc --- .../management/aggregation-cache.md | 213 ++++++++++++++---- 1 file changed, 174 insertions(+), 39 deletions(-) diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md index 296e07ce..3d8e4816 100644 --- a/docs/user-guide/management/aggregation-cache.md +++ b/docs/user-guide/management/aggregation-cache.md @@ -1,68 +1,166 @@ --- -title: Streaming Aggregation in OpenObserv -description: Learn how Streaming Aggregation accelerates dashboards using aggregation cache in OpenObserve Enterprise. +title: Streaming Aggregation in OpenObserve +description: Learn how Streaming Aggregation works in OpenObserve Enterprise. --- -This document helps you understand what Streaming Aggregation is and how it relates to aggregation cache in OpenObserve. -## What is Streaming Aggregation -Streaming Aggregation is an Enterprise setting in OpenObserve that enables aggregation cache. +## Overview -!!! note "Who can use it" +### What is Streaming Aggregation? + +Streaming Aggregation is an Enterprise feature in OpenObserve that enables **Aggregation Cache**. When Streaming Aggregation is enabled, the system begins storing intermediate aggregate results per time partition during query execution. These cached results can then be reused for later queries that cover the same or overlapping time ranges. + +### Why Aggregation Cache matters + +Aggregation queries often scan large volumes of historical data. Without caching, every query recomputes all partitions of the requested time range, even if the results were already computed before. +Aggregation Cache works by: + +- Storing intermediate aggregate values such as `SUM`, `COUNT`, or `MIN` per partition. +- Reusing these stored values when a later query requests the same partitions. +- Computing only the missing partitions and combining them with cached results. + +This approach reduces repeated computation and lowers dashboard latency while preserving accuracy. + +### Relationship between Streaming Aggregation and Aggregation Cache + +- **Streaming Aggregation** is the feature toggle in Enterprise settings. +- **Aggregation Cache** is the mechanism that becomes active when Streaming Aggregation is enabled. + +!!! Note "Who can use it" All Enterprise users. -!!! note "Where to find it" +!!! Note "Where to find it" To enable aggregation cache: 1. Go to **Management > General Settings**. 2. Turn on the **Enable Streaming Aggregation** toggle. 3. Select **Save**. -## What is aggregation cache -Aggregation cache improves performance by storing the results of each time partition the first time a query runs. This applies to dashboards, log queries, or any other place where aggregate SQL queries are used. When you run a query again with the same stream and filters, and for the same or overlapping time range, OpenObserve reuses the stored partitions and computes only the missing ones. The final result remains accurate because OpenObserve merges the stored and new partitions using safe operations such as adding sums and counts before computing averages. +!!! Note "Environment variables" + + | Environment Variable | Description | Default Value | + | ------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------ | --------------------------------- | + | `ZO_FEATURE_QUERY_STREAMING_AGGS` | Enables or disables Streaming Aggregation. When set to `true`, aggregation queries use the aggregation cache. | `true` | + | `ZO_DATAFUSION_STREAMING_AGGS_CACHE_MAX_ENTRIES` | Defines the maximum number of cache entries stored in memory for streaming aggregations. Controls how many partition results are retained. | `10000` | + | `ZO_DISK_RECORD_BATCH_CACHE_MAX_SIZE` | Sets the maximum size for record batch cache on disk. By default, it is 10 percent of the local volume space, capped at 20 GB. | 10 percent of volume, up to 20 GB | + | `ZO_DISK_AGGREGATION_CACHE_ENABLED` | Enables or disables disk-based aggregation cache. When set to `true`, cached aggregation results are persisted to disk for reuse. | `true` | + | `ZO_DISK_CACHE_DELAY_WINDOW_MINS` | Defines the delay window in minutes before writing cached results to disk. Helps avoid frequent disk writes for fast-changing queries. | `10` minutes | -## How aggregation cache works -This section explains what happens at query time. Aggregation cache stores mergeable results per time partition on the first run, then reuses matching partitions on later runs that use the same stream, filters, and grouping over the same or overlapping time range. +--- + +## How it works -### First run populates the cache +### First run: partitioning and caching intermediate results +When an aggregation query runs for the first time, OpenObserve divides the requested time range into fixed-size partitions. Each partition is processed separately. The system stores the intermediate aggregate results for each partition, such as `SUM`, `COUNT`, `MIN`, or `MAX`. -1. A panel sends an aggregation query for a selected time range. -2. OpenObserve analyzes the query to decide whether it is eligible for aggregation cache. -3. OpenObserve splits the requested range into time partitions. The system selects the partition size automatically. -4. For each partition, OpenObserve computes values that can be merged later. Examples include sum, count, minimum, maximum, and histogram bucket counts. -5. OpenObserve writes those per‑partition results to cache in memory and on disk. -6. OpenObserve merges all partition results to produce the final answer and returns it to the panel. -7. The response metadata confirms eligibility and reports cache identifiers. +These results are cached in memory for quick access and also persisted on disk. This creates the initial **Aggregation Cache** for the query stream. -> See [How to verify caching in the product](#how-to-verify-caching-in-the-product). +### Later runs: reuse of cached partitions with safe math -### Later run reuses the cache +When another query runs with the same stream, filters, and grouping, OpenObserve checks the cache. If the requested time range overlaps with existing partitions, it reuses the cached results and computes only the missing partitions. The results remain accurate because OpenObserve applies safe math such as adding sums and counts before calculating averages. -1. A panel sends an aggregation query with the same stream and the same filters. The time range can be the same or can overlap. -2. OpenObserve looks up partitions that match the new request. -3. For matching partitions, OpenObserve reads saved results from cache. -4. For missing partitions, OpenObserve computes new results. -5. OpenObserve merges saved results with new results and returns the final answer. -6. The response metadata shows which partitions came from aggregation cache. The ratio is one hundred for reused partitions and zero for computed partitions. +### Delay window to ensure freshness -> See [How to verify caching in the product](#how-to-verify-caching-in-the-product). +To account for late-arriving data, OpenObserve applies a delay window before writing results into the cache. This ensures that partitions include the latest available data and reduces the risk of missing delayed events. +The delay window is configured through the environment variable, `ZO_STREAMING_AGGREGATION_DELAY_SECONDS`. The default value is 60 seconds. You can adjust this value depending on how much late-arriving data you expect. +--- + +## Query Behavior +Example query +```sql +SELECT avg(response_time), sum(bytes), count(*) +FROM access_logs +WHERE status = 200 +``` + +### First run + +- Suppose the query time range covers two partitions, A and B. +- The system scans both partitions fully. +- Results are stored in the aggregation cache. + +| Partition | SUM(bytes) | COUNT(*) | SUM(response_time) | AVG(response_time) | +| --------- | ---------- | --------- | ------------------- | ------------------- | +| A | 3000 | 30 | 1500 | 50 | +| B | 5000 | 50 | 2500 | 50 | + +### Later runs + +- When you run the same query again for the same or overlapping range, the system fetches results from cached partitions. +- If there is a new partition C, only C is scanned. Cached results for A and B are reused. +- Results are then merged safely. + +| Partition | SUM(bytes) | COUNT(\*) | SUM(response\_time) | +| --------- | ---------- | --------- | ------------------- | +| A | 3000 | 30 | 1500 | +| B | 5000 | 50 | 2500 | +| C | 4000 | 40 | 1600 | +| **Final** | **12000** | **120** | **5600** | + +### Safe math merges + +- **SUM(bytes)** is computed as `3000 + 5000 + 4000 = 12000`. +- **COUNT(*)** is computed as `30 + 50 + 40 = 120`. +- **AVG(response_time)** is computed from merged sums and counts: `5600 ÷ 120 = 46.67`. + +--- -### What must match for reuse +## Cacheability of Queries +Not all queries can benefit from aggregation cache. For a query to be cacheable, OpenObserve must be able to store and safely merge intermediate results across partitions. -- Stream -- Filters -- Grouping or bucketing choices -- Time partitions that are fully inside the requested range +### Supported aggregate functions +The following aggregates are directly supported for caching: -If these do not match, OpenObserve computes the partitions again and then saves them for future reuse. +- `min` +- `max` +- `sum` +- `count` +- `avg` +- `median` +- `array_agg` +- `percentile_cont` +- `summary_percentile` +- `first_value` +- `last_value` +- `approx_distinct` +- `approx_median` +- `approx_percentile_cont` +- `approx_percentile_cont_with_weight` +- `approx_topk` +- `approx_topk_distinct` +### Queries that need rewrites +Some aggregates cannot be cached directly but can be rewritten internally into cacheable forms. -## What can be cached -- Supported aggregate functions for cache reuse: -`min`, `max`, `avg`, `sum`, `count`, `median`, `array_agg`, `percentile_cont`, `summary_percentile`, `first_value`, `last_value`, `approx_distinct`, `approx_median`, `approx_percentile_cont`, `approx_percentile_cont_with_weight`, `approx_topk`, `approx_topk_distinct`. -- After the first run, if `streaming_aggs` is true and `streaming_id` has a value, the query is eligible for caching. You can check these fields in the query response by using your browser developer tools. Open **Network**, select the `_search_partition` entry, and view the **Preview** or **Response** tab to confirm the values. +**Non-cacheable query** -## How to verify caching in the product +```sql +SELECT (sum(bytes) / count(*)) + max(latency) +FROM access_logs +``` + +This is not cacheable as written because the expression mixes multiple aggregates in a single formula. + +**Rewritten cacheable query** + +```sql +SELECT sum(bytes), count(*), max(latency) +FROM access_logs +``` + +At merge time, OpenObserve computes: + +- `sum(bytes)` by adding partition sums +- `count(*)` by adding partition counts +- `max(latency)` by taking the highest across partitions + +Any derived expression such as `sum ÷ count + max` can be applied after merging + + +### How to check if a query is cacheable +After the first run, if `streaming_aggs` is true and `streaming_id` has a value, the query is eligible for caching. You can check these fields in the query response by using your browser developer tools. Open **Network**, select the `_search_partition` entry, and view the **Preview** or **Response** tab to confirm the values. + +### How to verify if a query is using Aggregation Cache **Where to capture** @@ -90,6 +188,40 @@ Capture the following details: - The first successful run does not reuse aggregation cache because nothing has been stored yet. - Ratios such as 70 indicate the general result cache and not aggregation cache. +--- + +## What Gets Stored + +When aggregation cache is enabled, OpenObserve writes intermediate results into disk as Arrow IPC files. These files store values that can be safely merged later instead of the full raw logs. + +### Intermediate record batches +Each partition stores pre-computed aggregate values such as sums, counts, or array states. + +### Schema example for AVG(x) +For a query that uses AVG(x), the cache does not store the average directly. It stores SUM(x) and COUNT(x) so that later queries can combine them accurately: +``` +{ + "sum_x": 12345, + "count_x": 678 +} +``` + +On a later run, OpenObserve merges the sums and counts from cached partitions with newly computed ones and calculates the final average. + +### Directory layout +Cached files are organized by stream, time partition, and query identifier. +For example: +``` +/cache/aggregation//// + part-0000.arrow + part-0001.arrow +``` + +### Guarantee of accuracy +Because the cache stores mergeable components such as sums and counts, the results remain mathematically correct after combining cached and new partitions. This ensures that averages, sums, and counts always produce the same output as if the full query had been executed over raw logs. + +--- + ## Performance benefits Streaming Aggregation is enabled in all the following test runs: @@ -122,6 +254,7 @@ Streaming Aggregation is enabled in all the following test runs: - `result_cache_ratio` is `100` for all partitions ![test run 4](test-run-four-agg-cache.png) +--- ## Limitations @@ -129,6 +262,8 @@ Streaming Aggregation is enabled in all the following test runs: - The first run pays full computation cost to populate the cache - Reuse depends on partition availability. Eviction due to capacity limits can reduce reuse. +--- + ## Troubleshooting 1. **Second run is not faster** From 3df33d07d8c6365aa0af9333bd6b82e09856a0d0 Mon Sep 17 00:00:00 2001 From: Debashis Borgohain Date: Wed, 27 Aug 2025 14:47:05 +0530 Subject: [PATCH 05/11] update the aggregation cache doc --- .../management/aggregation-cache.md | 311 +++++++++--------- .../check-if-the-query-is-cacheable.png | Bin 0 -> 75612 bytes .../management/first-run-logs-page.png | Bin 0 -> 186695 bytes .../management/second-run-logs-page.png | Bin 0 -> 142990 bytes .../management/third-run-logs-page.png | Bin 0 -> 192961 bytes 5 files changed, 147 insertions(+), 164 deletions(-) create mode 100644 docs/user-guide/management/check-if-the-query-is-cacheable.png create mode 100644 docs/user-guide/management/first-run-logs-page.png create mode 100644 docs/user-guide/management/second-run-logs-page.png create mode 100644 docs/user-guide/management/third-run-logs-page.png diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md index 3d8e4816..9f82da83 100644 --- a/docs/user-guide/management/aggregation-cache.md +++ b/docs/user-guide/management/aggregation-cache.md @@ -3,227 +3,211 @@ title: Streaming Aggregation in OpenObserve description: Learn how Streaming Aggregation works in OpenObserve Enterprise. --- -## Overview +> This is an enterprise feature. -### What is Streaming Aggregation? +=== "Overview" -Streaming Aggregation is an Enterprise feature in OpenObserve that enables **Aggregation Cache**. When Streaming Aggregation is enabled, the system begins storing intermediate aggregate results per time partition during query execution. These cached results can then be reused for later queries that cover the same or overlapping time ranges. + ### What is streaming aggregation? -### Why Aggregation Cache matters + Streaming aggregation in OpenObserve enables **aggregation cache**. When atreaming aggregation is enabled, OpenObserve begins caching the factors required to compute aggregates for each time partition during query execution. These cached values can then be reused for later queries that cover the same or overlapping time ranges. -Aggregation queries often scan large volumes of historical data. Without caching, every query recomputes all partitions of the requested time range, even if the results were already computed before. -Aggregation Cache works by: + ??? "Why aggregation cache matters" -- Storing intermediate aggregate values such as `SUM`, `COUNT`, or `MIN` per partition. -- Reusing these stored values when a later query requests the same partitions. -- Computing only the missing partitions and combining them with cached results. + Aggregation queries often scan large volumes of historical data. Without caching, every query recomputes all partitions of the requested time range, even if the results were already computed before. + Aggregation cache works by: -This approach reduces repeated computation and lowers dashboard latency while preserving accuracy. -### Relationship between Streaming Aggregation and Aggregation Cache + - Caching the factors required to compute aggregates, such as sums and counts, rather than the final aggregate values. + - Reusing these stored values when a later query requests the same partitions. + - Computing only the missing partitions and combining them with cached results. -- **Streaming Aggregation** is the feature toggle in Enterprise settings. -- **Aggregation Cache** is the mechanism that becomes active when Streaming Aggregation is enabled. + This approach reduces repeated computation and lowers dashboard latency while preserving accuracy. -!!! Note "Who can use it" - All Enterprise users. + ??? "Relationship between streaming aggregation and aggregation cache" -!!! Note "Where to find it" - To enable aggregation cache: + - **Streaming aggregation** is the feature toggle in Enterprise settings. + - **Aggregation cache** is the mechanism that becomes active when streaming aggregation is enabled. - 1. Go to **Management > General Settings**. - 2. Turn on the **Enable Streaming Aggregation** toggle. - 3. Select **Save**. + !!! Note "Who can use it" + All Enterprise users. -!!! Note "Environment variables" + !!! Note "Where to find it" + To enable aggregation cache: - | Environment Variable | Description | Default Value | - | ------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------ | --------------------------------- | - | `ZO_FEATURE_QUERY_STREAMING_AGGS` | Enables or disables Streaming Aggregation. When set to `true`, aggregation queries use the aggregation cache. | `true` | - | `ZO_DATAFUSION_STREAMING_AGGS_CACHE_MAX_ENTRIES` | Defines the maximum number of cache entries stored in memory for streaming aggregations. Controls how many partition results are retained. | `10000` | - | `ZO_DISK_RECORD_BATCH_CACHE_MAX_SIZE` | Sets the maximum size for record batch cache on disk. By default, it is 10 percent of the local volume space, capped at 20 GB. | 10 percent of volume, up to 20 GB | - | `ZO_DISK_AGGREGATION_CACHE_ENABLED` | Enables or disables disk-based aggregation cache. When set to `true`, cached aggregation results are persisted to disk for reuse. | `true` | - | `ZO_DISK_CACHE_DELAY_WINDOW_MINS` | Defines the delay window in minutes before writing cached results to disk. Helps avoid frequent disk writes for fast-changing queries. | `10` minutes | + 1. Go to **Management > General Settings**. + 2. Turn on the **Enable Streaming Aggregation** toggle. + 3. Select **Save**. ---- - -## How it works - -### First run: partitioning and caching intermediate results -When an aggregation query runs for the first time, OpenObserve divides the requested time range into fixed-size partitions. Each partition is processed separately. The system stores the intermediate aggregate results for each partition, such as `SUM`, `COUNT`, `MIN`, or `MAX`. - -These results are cached in memory for quick access and also persisted on disk. This creates the initial **Aggregation Cache** for the query stream. + !!! Note "Environment variables" -### Later runs: reuse of cached partitions with safe math + | Environment Variable | Description | Default Value | + | ------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------ | --------------------------------- | + | `ZO_FEATURE_QUERY_STREAMING_AGGS` | Enables or disables streaming aggregation. When set to `true`, aggregation queries use the aggregation cache. | `true` | + | `ZO_DATAFUSION_STREAMING_AGGS_CACHE_MAX_ENTRIES` | Defines the maximum number of cache entries stored in memory for streaming aggregations. Controls how many partition results are retained. | `10000` | + | `ZO_DISK_RECORD_BATCH_CACHE_MAX_SIZE` | Sets the maximum size for record batch cache on disk. By default, it is 10 percent of the local volume space, capped at 20 GB. | 10 percent of volume, up to 20 GB | + | `ZO_DISK_AGGREGATION_CACHE_ENABLED` | Enables or disables disk-based aggregation cache. When set to `true`, cached aggregation results are persisted to disk for reuse. | `true` | + | `ZO_DISK_CACHE_DELAY_WINDOW_MINS` | Defines the delay window in minutes before writing cached results to disk. Helps avoid frequent disk writes for fast-changing queries. | `10` minutes | -When another query runs with the same stream, filters, and grouping, OpenObserve checks the cache. If the requested time range overlaps with existing partitions, it reuses the cached results and computes only the missing partitions. The results remain accurate because OpenObserve applies safe math such as adding sums and counts before calculating averages. + --- -### Delay window to ensure freshness + ## How it work -To account for late-arriving data, OpenObserve applies a delay window before writing results into the cache. This ensures that partitions include the latest available data and reduces the risk of missing delayed events. -The delay window is configured through the environment variable, `ZO_STREAMING_AGGREGATION_DELAY_SECONDS`. The default value is 60 seconds. You can adjust this value depending on how much late-arriving data you expect. + ### First run: partitioning and caching aggregate factors + When an aggregation query runs for the first time, OpenObserve divides the requested time range into fixed-size partitions. Each partition is processed separately. Instead of storing the final aggregates, OpenObserve caches the factors required to compute the aggregate. For example, it caches sums and counts, which can later be combined to produce averages. ---- - -## Query Behavior -Example query -```sql -SELECT avg(response_time), sum(bytes), count(*) -FROM access_logs -WHERE status = 200 -``` + These results are cached in memory for quick access and also persisted on disk. This creates the initial **Aggregation cache** for the query stream. -### First run + ### Later runs: reuse of cached partitions -- Suppose the query time range covers two partitions, A and B. -- The system scans both partitions fully. -- Results are stored in the aggregation cache. + When another query runs with the same stream, filters, and grouping, OpenObserve checks the cache. If the requested time range overlaps with existing partitions, it reuses the cached results and computes only the missing partitions. Results remain accurate because cached sums, counts, and other stored values can be combined with new results to compute the final aggregates. -| Partition | SUM(bytes) | COUNT(*) | SUM(response_time) | AVG(response_time) | -| --------- | ---------- | --------- | ------------------- | ------------------- | -| A | 3000 | 30 | 1500 | 50 | -| B | 5000 | 50 | 2500 | 50 | + !!! Note "How does it handle late-arriving data?" -### Later runs + To account for late-arriving data, OpenObserve applies a delay window before writing results into the cache. This ensures that partitions include the latest available data and reduces the risk of missing delayed events. + The delay window is configured through the environment variable, `ZO_STREAMING_AGGREGATION_DELAY_SECONDS`. The default value is 60 seconds. You can adjust this value depending on how much late-arriving data you expect. -- When you run the same query again for the same or overlapping range, the system fetches results from cached partitions. -- If there is a new partition C, only C is scanned. Cached results for A and B are reused. -- Results are then merged safely. + --- -| Partition | SUM(bytes) | COUNT(\*) | SUM(response\_time) | -| --------- | ---------- | --------- | ------------------- | -| A | 3000 | 30 | 1500 | -| B | 5000 | 50 | 2500 | -| C | 4000 | 40 | 1600 | -| **Final** | **12000** | **120** | **5600** | + ## Query Behavior + When aggregation cache is enabled, OpenObserve writes intermediate results into disk as Arrow IPC files. These files store values that can be safely combined later instead of full raw logs. + Example query + ```sql + SELECT avg(response_time), sum(bytes), count(*) + FROM access_logs + WHERE status = 200 + ``` -### Safe math merges + ### First run + Suppose the query time range covers two partitions, A and B. The system scans both partitions fully. It caches sums and counts for each partition. -- **SUM(bytes)** is computed as `3000 + 5000 + 4000 = 12000`. -- **COUNT(*)** is computed as `30 + 50 + 40 = 120`. -- **AVG(response_time)** is computed from merged sums and counts: `5600 ÷ 120 = 46.67`. + | Partition | SUM(bytes) | COUNT(*) | SUM(response_time) | AVG(response_time) | + | --------- | ---------- | --------- | ------------------- | ------------------- | + | A | 3000 | 30 | 1500 | 50 | + | B | 5000 | 50 | 2500 | 50 | ---- + ### Later runs -## Cacheability of Queries -Not all queries can benefit from aggregation cache. For a query to be cacheable, OpenObserve must be able to store and safely merge intermediate results across partitions. + - When you run the same query again for the same or overlapping range, the system fetches results from cached partitions. + - If there is a new partition C, only C is scanned. Cached results for A and B are reused. + - Results are then merged safely. -### Supported aggregate functions -The following aggregates are directly supported for caching: + | Partition | SUM(bytes) | COUNT(*) | SUM(response_time) | + | --------- | ---------- | --------- | ------------------- | + | A | 3000 | 30 | 1500 | + | B | 5000 | 50 | 2500 | + | C | 4000 | 40 | 1600 | + | **Final** | **12000** | **120** | **5600** | -- `min` -- `max` -- `sum` -- `count` -- `avg` -- `median` -- `array_agg` -- `percentile_cont` -- `summary_percentile` -- `first_value` -- `last_value` -- `approx_distinct` -- `approx_median` -- `approx_percentile_cont` -- `approx_percentile_cont_with_weight` -- `approx_topk` -- `approx_topk_distinct` + ### How averages are calculated -### Queries that need rewrites -Some aggregates cannot be cached directly but can be rewritten internally into cacheable forms. + - **SUM(bytes)** is computed as `3000 + 5000 + 4000 = 12000`. + - **COUNT(*)** is computed as `30 + 50 + 40 = 120`. + - **AVG(response_time)** is computed from merged sums and counts: `5600 ÷ 120 = 46.67`. -**Non-cacheable query** + --- + ## Cached file names + Cached file names reflect the start and end timestamps of the partition. For example: + ``` + /data/openobserve/cache/aggregations/default/logs/oly/ + 13018130667245808899_30/ + 1756116000000000_1756117800000000.arrow + ``` + --- -```sql -SELECT (sum(bytes) / count(*)) + max(latency) -FROM access_logs -``` + ## Guarantee of accuracy + Because the cache stores mergeable components such as sums and counts, the results remain mathematically correct after combining cached and new partitions. This ensures that averages, sums, and counts always produce the same output as if the full query had been executed over raw logs. -This is not cacheable as written because the expression mixes multiple aggregates in a single formula. + --- -**Rewritten cacheable query** + ## Cacheability of Queries + Not all queries can benefit from aggregation cache. For a query to be cacheable, OpenObserve must be able to store and safely merge intermediate results across partitions. -```sql -SELECT sum(bytes), count(*), max(latency) -FROM access_logs -``` + ### Supported aggregate functions + The following aggregates are directly supported for caching: -At merge time, OpenObserve computes: + - `min` + - `max` + - `sum` + - `count` + - `avg` + - `median` + - `array_agg` + - `percentile_cont` + - `summary_percentile` + - `first_value` + - `last_value` + - `[approx_distinct](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-distinct)` + - `[approx_median](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-median)` + - `[approx_percentile_cont](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-percentile-cont)` + - `[approx_percentile_cont_with_weight](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-percentile-cont-with-weight)` + - `[approx_topk](https://openobserve.ai/docs/sql-functions/approximate-aggregate/approx-topk/)` + - `[approx_topk_distinct](http://openobserve.ai/docs/sql-functions/approximate-aggregate/approx-topk-distinct/)` -- `sum(bytes)` by adding partition sums -- `count(*)` by adding partition counts -- `max(latency)` by taking the highest across partitions +=== "How to use" -Any derived expression such as `sum ÷ count + max` can be applied after merging + ## How to use streaming aggregation + **Example query** + ```SELECT + k8s_deployment_name as "x_axis_1", + count(_timestamp) as "y_axis_1" + FROM "default" + GROUP BY x_axis_1 + ``` + + You can apply the aggregation query in any place where queries are executed, such as **Logs** and **Dashboards**. To view the time taken to load the panel, verify cacheability, and cache usage, use the developer tool on your browser. Right click on your browser and select **Inspect**. Open **Network** in Developer Tools and filter by Fetch/XHR. + Note that the following example is performed with Streaming Search enabled. Aggregation cache works the same when streaming search is disabled. -### How to check if a query is cacheable -After the first run, if `streaming_aggs` is true and `streaming_id` has a value, the query is eligible for caching. You can check these fields in the query response by using your browser developer tools. Open **Network**, select the `_search_partition` entry, and view the **Preview** or **Response** tab to confirm the values. + **Step 1: Run the aggregation query**
-### How to verify if a query is using Aggregation Cache + 1. Go to the **Logs** page. + 2. In the SQL query editor, enter the aggregation query. + 4. Select a time range, for example Past 6 days. + 5. Select **Run Query**. + The results show event counts per deployment. -**Where to capture** + ![Logs page first run](first-run-logs-page.png) -Use your browser developer tools.
+ **Step 2: Check if the query is eligible for caching**
+ After the first run, if `streaming_aggs` is true and `streaming_id` has a value, the query is eligible for caching. You can check these fields in the query response by using your browser developer tools. Open **Network**, select the `_search_partition` entry, and view the **Preview** or **Response** tab to confirm the values. + + ![alt text](check-if-the-query-is-cacheable.png) -1. Open Network and filter to **Fetch** or **XHR**. -2. Run the panel or query. -3. Select the entry named `_search_partition`. -4. Open **Preview** or **Response**. + **Step 3: Run again with overlapping time**
-**What to capture**
+ Select a time window to overlap with the earlier run, for example past 6 days or past 1 week, and run the query again. Cached partitions are reused and only new partitions are computed, which reduces execution time. -Capture the following details: + Second run shows the result for time range of past 6 days. + ![Second run](second-run-logs-page.png) + Third run shows the result for time range of past 1 week. + + ![Third run](third-run-logs-page.png) -- `streaming_aggs` must be true -- `streaming_id` must have a value -- `streaming_output` must be true -- `result_cache_ratio` per partition: + **Step 4: Confirm cache reuse on later runs** - - `100` means the partition came from aggregation cache. - - `0` means the partition was computed on this run. + Use your browser developer tools.
-**Notes:** + 1. In the Network tab of your developer tool, select one of the later runs. + 2. Open **Response**. + 3. Capture the following details: -- The first successful run does not reuse aggregation cache because nothing has been stored yet. -- Ratios such as 70 indicate the general result cache and not aggregation cache. + - `streaming_aggs` must be true + - `streaming_id` must have a value + - `streaming_output` must be true + - `result_cache_ratio` per partition: ---- + - `100` means the partition came from aggregation cache. + - `0` means the partition was computed on this run. -## What Gets Stored + **Notes:** -When aggregation cache is enabled, OpenObserve writes intermediate results into disk as Arrow IPC files. These files store values that can be safely merged later instead of the full raw logs. + - The first successful run does not reuse aggregation cache because nothing has been stored yet. + - Ratios other than 0 or 100 indicate general result caching, not aggregation cache. -### Intermediate record batches -Each partition stores pre-computed aggregate values such as sums, counts, or array states. - -### Schema example for AVG(x) -For a query that uses AVG(x), the cache does not store the average directly. It stores SUM(x) and COUNT(x) so that later queries can combine them accurately: -``` -{ - "sum_x": 12345, - "count_x": 678 -} -``` - -On a later run, OpenObserve merges the sums and counts from cached partitions with newly computed ones and calculates the final average. - -### Directory layout -Cached files are organized by stream, time partition, and query identifier. -For example: -``` -/cache/aggregation//// - part-0000.arrow - part-0001.arrow -``` - -### Guarantee of accuracy -Because the cache stores mergeable components such as sums and counts, the results remain mathematically correct after combining cached and new partitions. This ensures that averages, sums, and counts always produce the same output as if the full query had been executed over raw logs. - ---- + --- ## Performance benefits -Streaming Aggregation is enabled in all the following test runs: +Streaming aggregation is enabled in all the following test runs: **Test run 1**: @@ -232,7 +216,6 @@ Streaming Aggregation is enabled in all the following test runs: - `result_cache_ratio` is `0` in all partitions ![test run 1](test-run-one-agg-cache.png) - **Test run 2**: - Time range: `2025-08-13 00:00:00 - 2025-08-20 00:00:00` diff --git a/docs/user-guide/management/check-if-the-query-is-cacheable.png b/docs/user-guide/management/check-if-the-query-is-cacheable.png new file mode 100644 index 0000000000000000000000000000000000000000..07044524085066d32b2f7a5747f73e3fb56c71cf GIT binary patch literal 75612 zcmb@u1yq#V7Y8~>sdP7p3aB(lNFxX+Ez%9r-8q1ugrp)NNC;BW(%m2>-6>r|4>b(D zGxz?z_rAB*d+WWm-YiCCzVAEd`_9?>w}1P$_ZX(4B#U>O`Zfdt!Fw(z{SpGf7==J? 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zL#LjIr{$8U2mWB?AK$m{24ZpW^!Wl8Lgjm?CQ_014@Rj`HUD&!s*K`}aFNG5jqESG zj3fG_3}tjprCJV#)gU2boo|AXGPN?Mzn;GX#==0P*ZA)SuX^1E3S|Vdbfd|17K^eV+g4+Y+s!qAq z5~)q(wiD}tf+Kzb0c)j*v23Sl=;!1 z!vQ+V8=)Llp!>memlw=ot)vuDtSX- T!@feYqNw|i?hD&<`r7{isKi0r literal 0 HcmV?d00001 From 4ab5c7614a857c17676e1162a1fc8b4b83ca3dd0 Mon Sep 17 00:00:00 2001 From: Debashis Borgohain Date: Wed, 27 Aug 2025 15:00:22 +0530 Subject: [PATCH 06/11] update the streaming aggregation doc --- .../user-guide/management/aggregation-cache.md | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md index 9f82da83..af0f62cc 100644 --- a/docs/user-guide/management/aggregation-cache.md +++ b/docs/user-guide/management/aggregation-cache.md @@ -147,16 +147,17 @@ description: Learn how Streaming Aggregation works in OpenObserve Enterprise. ## How to use streaming aggregation **Example query** - ```SELECT + ```sql + SELECT k8s_deployment_name as "x_axis_1", count(_timestamp) as "y_axis_1" FROM "default" GROUP BY x_axis_1 ``` - You can apply the aggregation query in any place where queries are executed, such as **Logs** and **Dashboards**. To view the time taken to load the panel, verify cacheability, and cache usage, use the developer tool on your browser. Right click on your browser and select **Inspect**. Open **Network** in Developer Tools and filter by Fetch/XHR. + You can apply the aggregation query in any place where queries are executed, such as Logs or Dashboards. To measure load time, check cacheability, and verify cache usage, use your browser’s developer tools. Right-click the browser, select Inspect, open the Network tab, and filter by Fetch/XHR. - Note that the following example is performed with Streaming Search enabled. Aggregation cache works the same when streaming search is disabled. + The following example is performed with Streaming Search enabled. Aggregation cache works the same when Streaming Search is disabled. **Step 1: Run the aggregation query**
@@ -169,18 +170,17 @@ description: Learn how Streaming Aggregation works in OpenObserve Enterprise. ![Logs page first run](first-run-logs-page.png) **Step 2: Check if the query is eligible for caching**
- After the first run, if `streaming_aggs` is true and `streaming_id` has a value, the query is eligible for caching. You can check these fields in the query response by using your browser developer tools. Open **Network**, select the `_search_partition` entry, and view the **Preview** or **Response** tab to confirm the values. + After the first run, if `streaming_aggs` is true and `streaming_id` has a value, the query is eligible for caching. You can check these fields in the query response by using your browser developer tools. Open **Network**, select the `_search_partition` entry, and view the **Response** tab to confirm the values. ![alt text](check-if-the-query-is-cacheable.png) - **Step 3: Run again with overlapping time**
+ **Step 3: Run the query again with overlapping time**
- Select a time window to overlap with the earlier run, for example past 6 days or past 1 week, and run the query again. Cached partitions are reused and only new partitions are computed, which reduces execution time. + Select a time window that overlaps with the earlier run, for example Past 6 days or Past 1 week, and run the query again. Cached partitions are reused and only new partitions are computed, which reduces execution time. - Second run shows the result for time range of past 6 days. + Second run shows the result for the Past 6 days. ![Second run](second-run-logs-page.png) - Third run shows the result for time range of past 1 week. - + Third run shows the result for the Past 1 week. ![Third run](third-run-logs-page.png) **Step 4: Confirm cache reuse on later runs** From 7010ef0518fcd7092f104384e1a5a9013fdb78ce Mon Sep 17 00:00:00 2001 From: Debashis Borgohain Date: Wed, 27 Aug 2025 15:03:07 +0530 Subject: [PATCH 07/11] update the streaming aggregation doc --- docs/user-guide/management/aggregation-cache.md | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md index af0f62cc..f60f26c7 100644 --- a/docs/user-guide/management/aggregation-cache.md +++ b/docs/user-guide/management/aggregation-cache.md @@ -2,6 +2,7 @@ title: Streaming Aggregation in OpenObserve description: Learn how Streaming Aggregation works in OpenObserve Enterprise. --- +This page explains what Streaming Aggregation is and shows how to use it to improve query performance with aggregation cache in OpenObserve. > This is an enterprise feature. From ac8390206f21b7b5bf5b5448b0955fe9bfc5bd4b Mon Sep 17 00:00:00 2001 From: Debashis Borgohain Date: Thu, 28 Aug 2025 15:33:34 +0530 Subject: [PATCH 08/11] update the streaming aggregation doc --- .../check-if-the-query-is-cacheable.png | Bin .../first-run-logs-page.png | Bin .../second-run-logs-page.png | Bin .../test-run-four-agg-cache.png | Bin .../test-run-one-agg-cache.png | Bin .../test-run-three-agg-cache.png | Bin .../test-run-two-agg-cache.png | Bin .../third-run-logs-page.png | Bin .../management/aggregation-cache.md | 138 ++++++++++++------ 9 files changed, 92 insertions(+), 46 deletions(-) rename docs/{user-guide/management => images}/check-if-the-query-is-cacheable.png (100%) rename docs/{user-guide/management => images}/first-run-logs-page.png (100%) rename docs/{user-guide/management => images}/second-run-logs-page.png (100%) rename docs/{user-guide/management => images}/test-run-four-agg-cache.png (100%) rename docs/{user-guide/management => images}/test-run-one-agg-cache.png (100%) rename docs/{user-guide/management => images}/test-run-three-agg-cache.png (100%) rename docs/{user-guide/management => images}/test-run-two-agg-cache.png (100%) rename docs/{user-guide/management => images}/third-run-logs-page.png (100%) diff --git a/docs/user-guide/management/check-if-the-query-is-cacheable.png b/docs/images/check-if-the-query-is-cacheable.png similarity index 100% rename from docs/user-guide/management/check-if-the-query-is-cacheable.png rename to docs/images/check-if-the-query-is-cacheable.png diff --git a/docs/user-guide/management/first-run-logs-page.png b/docs/images/first-run-logs-page.png similarity index 100% rename from docs/user-guide/management/first-run-logs-page.png rename to docs/images/first-run-logs-page.png diff --git a/docs/user-guide/management/second-run-logs-page.png b/docs/images/second-run-logs-page.png similarity index 100% rename from docs/user-guide/management/second-run-logs-page.png rename to docs/images/second-run-logs-page.png diff --git a/docs/user-guide/management/test-run-four-agg-cache.png b/docs/images/test-run-four-agg-cache.png similarity index 100% rename from docs/user-guide/management/test-run-four-agg-cache.png rename to docs/images/test-run-four-agg-cache.png diff --git a/docs/user-guide/management/test-run-one-agg-cache.png b/docs/images/test-run-one-agg-cache.png similarity index 100% rename from docs/user-guide/management/test-run-one-agg-cache.png rename to docs/images/test-run-one-agg-cache.png diff --git a/docs/user-guide/management/test-run-three-agg-cache.png b/docs/images/test-run-three-agg-cache.png similarity index 100% rename from docs/user-guide/management/test-run-three-agg-cache.png rename to docs/images/test-run-three-agg-cache.png diff --git a/docs/user-guide/management/test-run-two-agg-cache.png b/docs/images/test-run-two-agg-cache.png similarity index 100% rename from docs/user-guide/management/test-run-two-agg-cache.png rename to docs/images/test-run-two-agg-cache.png diff --git a/docs/user-guide/management/third-run-logs-page.png b/docs/images/third-run-logs-page.png similarity index 100% rename from docs/user-guide/management/third-run-logs-page.png rename to docs/images/third-run-logs-page.png diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md index f60f26c7..104a9c18 100644 --- a/docs/user-guide/management/aggregation-cache.md +++ b/docs/user-guide/management/aggregation-cache.md @@ -8,9 +8,9 @@ This page explains what Streaming Aggregation is and shows how to use it to impr === "Overview" - ### What is streaming aggregation? + ## What is streaming aggregation? - Streaming aggregation in OpenObserve enables **aggregation cache**. When atreaming aggregation is enabled, OpenObserve begins caching the factors required to compute aggregates for each time partition during query execution. These cached values can then be reused for later queries that cover the same or overlapping time ranges. + Streaming aggregation in OpenObserve enables **aggregation cache**. When streaming aggregation is enabled, OpenObserve begins caching the factors required to compute aggregates for each time partition during query execution. These cached values can then be reused for later queries that cover the same or overlapping time ranges. ??? "Why aggregation cache matters" @@ -44,28 +44,73 @@ This page explains what Streaming Aggregation is and shows how to use it to impr | Environment Variable | Description | Default Value | | ------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------ | --------------------------------- | | `ZO_FEATURE_QUERY_STREAMING_AGGS` | Enables or disables streaming aggregation. When set to `true`, aggregation queries use the aggregation cache. | `true` | - | `ZO_DATAFUSION_STREAMING_AGGS_CACHE_MAX_ENTRIES` | Defines the maximum number of cache entries stored in memory for streaming aggregations. Controls how many partition results are retained. | `10000` | - | `ZO_DISK_RECORD_BATCH_CACHE_MAX_SIZE` | Sets the maximum size for record batch cache on disk. By default, it is 10 percent of the local volume space, capped at 20 GB. | 10 percent of volume, up to 20 GB | - | `ZO_DISK_AGGREGATION_CACHE_ENABLED` | Enables or disables disk-based aggregation cache. When set to `true`, cached aggregation results are persisted to disk for reuse. | `true` | - | `ZO_DISK_CACHE_DELAY_WINDOW_MINS` | Defines the delay window in minutes before writing cached results to disk. Helps avoid frequent disk writes for fast-changing queries. | `10` minutes | + | `ZO_DATAFUSION_STREAMING_AGGS_CACHE_MAX_ENTRIES` | Defines the maximum number of cache entries stored for streaming aggregations. Controls how many partition results are retained. | `10000` | + | `ZO_DISK_AGGREGATION_CACHE_MAX_SIZE` | Sets the maximum size for record batch cache on disk. By default, it is 10 percent of the local volume space, capped at 20 GB. | 10 percent of volume, up to 20 GB | --- ## How it work - ### First run: partitioning and caching aggregate factors + **First run: partitioning and caching aggregate factors**
When an aggregation query runs for the first time, OpenObserve divides the requested time range into fixed-size partitions. Each partition is processed separately. Instead of storing the final aggregates, OpenObserve caches the factors required to compute the aggregate. For example, it caches sums and counts, which can later be combined to produce averages. - These results are cached in memory for quick access and also persisted on disk. This creates the initial **Aggregation cache** for the query stream. - - ### Later runs: reuse of cached partitions + These results are cached on disk. This creates the initial **Aggregation cache** for the query stream.
+ **Later runs: reuse of cached partitions**
When another query runs with the same stream, filters, and grouping, OpenObserve checks the cache. If the requested time range overlaps with existing partitions, it reuses the cached results and computes only the missing partitions. Results remain accurate because cached sums, counts, and other stored values can be combined with new results to compute the final aggregates. - !!! Note "How does it handle late-arriving data?" + --- + + ## How it handles late-arriving data + To handle late-arriving data, OpenObserve applies a delay window before marking aggregation results as eligible to cache. + The system compares the query time with the end of the selected time range. If the end of the range falls within the delay window, the result is not cached. This ensures that results include all delayed records before being stored. + The delay window is configured through the environment variable `ZO_CACHE_DELAY_SECS`. The default value is 300 secs (5 minutes). You can adjust this value to match the ingestion delay in your environment. For example, if logs typically arrive with up to 10 minutes of delay, set the variable to 600 secs. - To account for late-arriving data, OpenObserve applies a delay window before writing results into the cache. This ensures that partitions include the latest available data and reduces the risk of missing delayed events. - The delay window is configured through the environment variable, `ZO_STREAMING_AGGREGATION_DELAY_SECONDS`. The default value is 60 seconds. You can adjust this value depending on how much late-arriving data you expect. + **Example:**
+ Assume an organization is monitoring error logs from its application. A user runs queries to check the number of errors that occurred between 11:30 and 11:40. The system must decide whether the results are eligible to cache. + + **Case 1: Query at 11:40:00** + + - **Query time**: 11:40:00 + - **Time range**: 11:30–11:40 + - **Age of range**: 0 seconds + - **Eligibility**: Not eligible (within 5 minutes) + - **Result shown**: 105 errors + - **Cache action**: Not stored + At this point, the system has only partial data for 11:40. More late-arriving error logs may still come in. + + **Case 2: Query at 11:40:30** + + - **Query time**: 11:40:30 + - **Time range**: 11:30–11:40 + - **Age of range**: 30 seconds + - **Eligibility**: Not eligible + - **Result shown**: 106 errors + - **Cache action**: Not stored + + New logs that were delayed by the pipeline arrived for 11:40, so the error count increased. If this partial result were cached, future queries would be wrong. + + **Case 3: Query at 11:45:00** + + - **Query time**: 11:45:00 + - **Time range**: 11:30–11:40 + - **Age of range**: 300 seconds (5 minutes) + - **Eligibility**: Eligible to cache + - **Result shown**: 108 errors + - **Cache action**: Stored in cache + + By now, the system has received all logs for the 11:30–11:40 range. The result is considered complete and safe to cache. + + **Case 4: Query at 11:46:00** + + - **Query time**: 11:46:00 + - **Time range**: 11:30–11:40 + - **Age of range**: 360 seconds (6 minutes) + - **Eligibility**: Eligible + - **Result shown**: 108 errors + - **Cache action**: Returned directly from cache + + The result is reused from cache with no recomputation. --- @@ -78,7 +123,7 @@ This page explains what Streaming Aggregation is and shows how to use it to impr WHERE status = 200 ``` - ### First run + **First run**
Suppose the query time range covers two partitions, A and B. The system scans both partitions fully. It caches sums and counts for each partition. | Partition | SUM(bytes) | COUNT(*) | SUM(response_time) | AVG(response_time) | @@ -86,7 +131,7 @@ This page explains what Streaming Aggregation is and shows how to use it to impr | A | 3000 | 30 | 1500 | 50 | | B | 5000 | 50 | 2500 | 50 | - ### Later runs + **Later runs**
- When you run the same query again for the same or overlapping range, the system fetches results from cached partitions. - If there is a new partition C, only C is scanned. Cached results for A and B are reused. @@ -99,14 +144,15 @@ This page explains what Streaming Aggregation is and shows how to use it to impr | C | 4000 | 40 | 1600 | | **Final** | **12000** | **120** | **5600** | - ### How averages are calculated + **How averages are calculated**
- **SUM(bytes)** is computed as `3000 + 5000 + 4000 = 12000`. - **COUNT(*)** is computed as `30 + 50 + 40 = 120`. - **AVG(response_time)** is computed from merged sums and counts: `5600 ÷ 120 = 46.67`. --- - ## Cached file names + + ## Cached file names Cached file names reflect the start and end timestamps of the partition. For example: ``` /data/openobserve/cache/aggregations/default/logs/oly/ @@ -116,33 +162,33 @@ This page explains what Streaming Aggregation is and shows how to use it to impr --- ## Guarantee of accuracy - Because the cache stores mergeable components such as sums and counts, the results remain mathematically correct after combining cached and new partitions. This ensures that averages, sums, and counts always produce the same output as if the full query had been executed over raw logs. + Accuracy is guaranteed by [Apache Arrow DataFusion](https://arrow.apache.org/blog/2023/08/05/datafusion_fast_grouping/). OpenObserve caches DataFusion’s internal intermediate representation on disk and DataFusion later combines and finalizes it, producing the same results as a fresh run over the same stream, filters, grouping, and time range. --- ## Cacheability of Queries Not all queries can benefit from aggregation cache. For a query to be cacheable, OpenObserve must be able to store and safely merge intermediate results across partitions. - ### Supported aggregate functions + ## Supported aggregate functions The following aggregates are directly supported for caching: - - `min` - - `max` - - `sum` - - `count` - - `avg` - - `median` - - `array_agg` - - `percentile_cont` - - `summary_percentile` - - `first_value` - - `last_value` - - `[approx_distinct](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-distinct)` - - `[approx_median](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-median)` - - `[approx_percentile_cont](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-percentile-cont)` - - `[approx_percentile_cont_with_weight](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-percentile-cont-with-weight)` - - `[approx_topk](https://openobserve.ai/docs/sql-functions/approximate-aggregate/approx-topk/)` - - `[approx_topk_distinct](http://openobserve.ai/docs/sql-functions/approximate-aggregate/approx-topk-distinct/)` + - min + - max + - sum + - count + - avg + - median + - array_agg + - percentile_cont + - summary_percentile + - first_value + - last_value + - [approx_distinct](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-distinct) + - [approx_median](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-median) + - [approx_percentile_cont](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-percentile-cont) + - [approx_percentile_cont_with_weight](https://datafusion.apache.org/user-guide/sql/aggregate_functions.html#approx-percentile-cont-with-weight) + - [approx_topk](https://openobserve.ai/docs/sql-functions/approximate-aggregate/approx-topk/) + - [approx_topk_distinct](http://openobserve.ai/docs/sql-functions/approximate-aggregate/approx-topk-distinct/) === "How to use" @@ -167,22 +213,22 @@ This page explains what Streaming Aggregation is and shows how to use it to impr 4. Select a time range, for example Past 6 days. 5. Select **Run Query**. The results show event counts per deployment. - - ![Logs page first run](first-run-logs-page.png) + ![Logs page first run](../../images/first-run-logs-page.png) **Step 2: Check if the query is eligible for caching**
After the first run, if `streaming_aggs` is true and `streaming_id` has a value, the query is eligible for caching. You can check these fields in the query response by using your browser developer tools. Open **Network**, select the `_search_partition` entry, and view the **Response** tab to confirm the values. - ![alt text](check-if-the-query-is-cacheable.png) + ![Check if the query is eligible for caching](../../images/check-if-the-query-is-cacheable.png) **Step 3: Run the query again with overlapping time**
Select a time window that overlaps with the earlier run, for example Past 6 days or Past 1 week, and run the query again. Cached partitions are reused and only new partitions are computed, which reduces execution time. Second run shows the result for the Past 6 days. - ![Second run](second-run-logs-page.png) - Third run shows the result for the Past 1 week. - ![Third run](third-run-logs-page.png) + ![Second run](../../images/second-run-logs-page.png) + + Third run shows the result for the Past 1 week. + ![Third run](../../images/third-run-logs-page.png) **Step 4: Confirm cache reuse on later runs** @@ -215,28 +261,28 @@ Streaming aggregation is enabled in all the following test runs: - Time range: `2025-08-13 00:00:00 - 2025-08-20 00:00:00` - Time taken to load the dashboard: `6.84 s` - `result_cache_ratio` is `0` in all partitions -![test run 1](test-run-one-agg-cache.png) +![test run 1](../../images/test-run-one-agg-cache.png) **Test run 2**: - Time range: `2025-08-13 00:00:00 - 2025-08-20 00:00:00` - Time taken to load the dashboard: `3.00 s` - `result_cache_ratio` is `100` in all partitions -![test run 2](test-run-two-agg-cache.png) +![test run 2](../../images/test-run-two-agg-cache.png) **Test run 3**: - Time range: `2025-08-6 00:00:00 - 2025-08-20 00:00:00` - Time taken to load the dashboard: `6.36 s` - `result_cache_ratio` is `100` for partitions that cover the time range `2025-08-13 00:00:00 → 2025-08-20 00:00:00` and `result_cache_ratio` is `0` for the rest of the partitions -![test run 3](test-run-three-agg-cache.png) +![test run 3](../../images/test-run-three-agg-cache.png) **Test run 4**: - Time range: `2025-08-6 00:00:00 - 2025-08-20 00:00:00` - Time taken to load the dashboard: `3.38 s` - `result_cache_ratio` is `100` for all partitions -![test run 4](test-run-four-agg-cache.png) +![test run 4](../../images/test-run-four-agg-cache.png) --- From 3aeeb7c8d65f1da93d7e119cc073917077f00b32 Mon Sep 17 00:00:00 2001 From: Debashis Borgohain Date: Thu, 28 Aug 2025 16:10:16 +0530 Subject: [PATCH 09/11] update the streaming aggregation doc --- docs/user-guide/management/aggregation-cache.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md index 104a9c18..622c915d 100644 --- a/docs/user-guide/management/aggregation-cache.md +++ b/docs/user-guide/management/aggregation-cache.md @@ -46,6 +46,8 @@ This page explains what Streaming Aggregation is and shows how to use it to impr | `ZO_FEATURE_QUERY_STREAMING_AGGS` | Enables or disables streaming aggregation. When set to `true`, aggregation queries use the aggregation cache. | `true` | | `ZO_DATAFUSION_STREAMING_AGGS_CACHE_MAX_ENTRIES` | Defines the maximum number of cache entries stored for streaming aggregations. Controls how many partition results are retained. | `10000` | | `ZO_DISK_AGGREGATION_CACHE_MAX_SIZE` | Sets the maximum size for record batch cache on disk. By default, it is 10 percent of the local volume space, capped at 20 GB. | 10 percent of volume, up to 20 GB | + | `ZO_CACHE_DELAY_SECS` | Defines the number of seconds to wait before aggregation results become eligible to cache. | 300 secs | + --- From 549d343f7f67f3003ebe92d6b8383015d4b022c9 Mon Sep 17 00:00:00 2001 From: Debashis Borgohain Date: Thu, 28 Aug 2025 16:21:38 +0530 Subject: [PATCH 10/11] update the streaming aggregation doc --- .../management/aggregation-cache.md | 47 +------------------ 1 file changed, 1 insertion(+), 46 deletions(-) diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md index 622c915d..004ff1b0 100644 --- a/docs/user-guide/management/aggregation-cache.md +++ b/docs/user-guide/management/aggregation-cache.md @@ -47,6 +47,7 @@ This page explains what Streaming Aggregation is and shows how to use it to impr | `ZO_DATAFUSION_STREAMING_AGGS_CACHE_MAX_ENTRIES` | Defines the maximum number of cache entries stored for streaming aggregations. Controls how many partition results are retained. | `10000` | | `ZO_DISK_AGGREGATION_CACHE_MAX_SIZE` | Sets the maximum size for record batch cache on disk. By default, it is 10 percent of the local volume space, capped at 20 GB. | 10 percent of volume, up to 20 GB | | `ZO_CACHE_DELAY_SECS` | Defines the number of seconds to wait before aggregation results become eligible to cache. | 300 secs | + | `ZO_AGGREGATION_TOPK_ENABLED` | It enables the `approx_topk` function. | true | --- @@ -68,52 +69,6 @@ This page explains what Streaming Aggregation is and shows how to use it to impr The system compares the query time with the end of the selected time range. If the end of the range falls within the delay window, the result is not cached. This ensures that results include all delayed records before being stored. The delay window is configured through the environment variable `ZO_CACHE_DELAY_SECS`. The default value is 300 secs (5 minutes). You can adjust this value to match the ingestion delay in your environment. For example, if logs typically arrive with up to 10 minutes of delay, set the variable to 600 secs. - **Example:**
- Assume an organization is monitoring error logs from its application. A user runs queries to check the number of errors that occurred between 11:30 and 11:40. The system must decide whether the results are eligible to cache. - - **Case 1: Query at 11:40:00** - - - **Query time**: 11:40:00 - - **Time range**: 11:30–11:40 - - **Age of range**: 0 seconds - - **Eligibility**: Not eligible (within 5 minutes) - - **Result shown**: 105 errors - - **Cache action**: Not stored - At this point, the system has only partial data for 11:40. More late-arriving error logs may still come in. - - **Case 2: Query at 11:40:30** - - - **Query time**: 11:40:30 - - **Time range**: 11:30–11:40 - - **Age of range**: 30 seconds - - **Eligibility**: Not eligible - - **Result shown**: 106 errors - - **Cache action**: Not stored - - New logs that were delayed by the pipeline arrived for 11:40, so the error count increased. If this partial result were cached, future queries would be wrong. - - **Case 3: Query at 11:45:00** - - - **Query time**: 11:45:00 - - **Time range**: 11:30–11:40 - - **Age of range**: 300 seconds (5 minutes) - - **Eligibility**: Eligible to cache - - **Result shown**: 108 errors - - **Cache action**: Stored in cache - - By now, the system has received all logs for the 11:30–11:40 range. The result is considered complete and safe to cache. - - **Case 4: Query at 11:46:00** - - - **Query time**: 11:46:00 - - **Time range**: 11:30–11:40 - - **Age of range**: 360 seconds (6 minutes) - - **Eligibility**: Eligible - - **Result shown**: 108 errors - - **Cache action**: Returned directly from cache - - The result is reused from cache with no recomputation. - --- ## Query Behavior From 2a5ddfab1d0c3cdf42b657a2a644a12b98d7c26f Mon Sep 17 00:00:00 2001 From: Debashis Borgohain Date: Thu, 28 Aug 2025 16:23:38 +0530 Subject: [PATCH 11/11] update the streaming aggregation doc --- docs/user-guide/management/aggregation-cache.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/user-guide/management/aggregation-cache.md b/docs/user-guide/management/aggregation-cache.md index 004ff1b0..667506e3 100644 --- a/docs/user-guide/management/aggregation-cache.md +++ b/docs/user-guide/management/aggregation-cache.md @@ -47,7 +47,7 @@ This page explains what Streaming Aggregation is and shows how to use it to impr | `ZO_DATAFUSION_STREAMING_AGGS_CACHE_MAX_ENTRIES` | Defines the maximum number of cache entries stored for streaming aggregations. Controls how many partition results are retained. | `10000` | | `ZO_DISK_AGGREGATION_CACHE_MAX_SIZE` | Sets the maximum size for record batch cache on disk. By default, it is 10 percent of the local volume space, capped at 20 GB. | 10 percent of volume, up to 20 GB | | `ZO_CACHE_DELAY_SECS` | Defines the number of seconds to wait before aggregation results become eligible to cache. | 300 secs | - | `ZO_AGGREGATION_TOPK_ENABLED` | It enables the `approx_topk` function. | true | + | `ZO_AGGREGATION_TOPK_ENABLED` | Enables the `approx_topk` function. | true | ---