From ddcdc30cae70cc0b30ccb9ced7d0f19ca028c3fe Mon Sep 17 00:00:00 2001 From: Rob A'Court Date: Tue, 10 Dec 2024 15:04:52 +0000 Subject: [PATCH] (website) Update benchmarks (#2139) --- website/docs/reference/benchmarks.md | 61 +++++++++++++----- .../benchmarks/concurrent-shape-creation.png | Bin 55228 -> 148872 bytes .../img/benchmarks/diverse-shape-fanout.png | Bin 63302 -> 177521 bytes .../img/benchmarks/many-shapes-one-client.png | Bin 61664 -> 169973 bytes .../benchmarks/single-shape-single-client.png | Bin 63189 -> 147490 bytes .../unrelated-shapes-one-client-latency.png | Bin 0 -> 150414 bytes .../static/img/benchmarks/write-fanout.png | Bin 58251 -> 118217 bytes 7 files changed, 45 insertions(+), 16 deletions(-) create mode 100644 website/static/img/benchmarks/unrelated-shapes-one-client-latency.png diff --git a/website/docs/reference/benchmarks.md b/website/docs/reference/benchmarks.md index db3ae85df4..d1a2f286ab 100644 --- a/website/docs/reference/benchmarks.md +++ b/website/docs/reference/benchmarks.md @@ -14,6 +14,7 @@ import ManyShapesOneClient from '/static/img/benchmarks/many-shapes-one-client.p import SingleShapeSingleClient from '/static/img/benchmarks/single-shape-single-client.png?url' import WriteFanout from '/static/img/benchmarks/write-fanout.png?url' import WriteFanoutMemory from '/static/img/benchmarks/write-fanout-memory.png?url' +import UnrelatedShapesOneClientLatency from '/static/img/benchmarks/unrelated-shapes-one-client-latency.png?url' # Benchmarks @@ -48,16 +49,17 @@ We are working to set up benchmarks to run on every release (patch, minor and ma ## Electric -The first two benchmarks measure initial sync time (i.e.: read performance): +The first two benchmarks measure initial sync time, i.e. read performance: -1. many concurrent clients syncing a small shape -2. a single client syncing a large shape +1. [many concurrent clients syncing a small shape](#1-many-concurrent-clients-syncing-a-small-shape) +2. [a single client syncing a large shape](#2-a-single-client-syncing-a-large-shape) -The next three measure fanout of live streaming data (i.e.: write performance: +The next four measure live update time, i.e. write performance: -3. into to one shape with many concurrent clients -4. into many shapes, each with a single client -5. into many shapes, all streamed to one client +3. [many disjoint shapes](#3-many-disjoint-shapes) +4. [one shape with many clients](#4-one-shape-with-many-clients) +5. [many overlapping shapes, each with a single client](#5-many-overlapping-shapes-each-with-a-single-client) +6. [many overlapping shapes, one client](#6-many-overlapping-shapes-one-client) ### Initial sync @@ -71,7 +73,8 @@ The next three measure fanout of live streaming data (i.e.: write performance: -This measures the memory use and time-to-sync-all-the-data-into-all-clients for an increasing number of concurrent clients performing an initial sync of a (500 row) single shape. The results show stable memory use with time to sync all data rising roughly linearly up-to 2,000 concurrent clients. +This measures the memory use and the time to sync all the data into all the clients for an increasing number of concurrent clients performing +an initial sync of a 500 row single shape. The results show stable memory use with time to sync all data rising roughly linearly up to 2,000 concurrent clients. #### 2. A single client syncing a large shape @@ -85,9 +88,31 @@ This measures the memory use and time-to-sync-all-the-data-into-all-clients for This measures a single client syncing a single large shape of up-to 1M rows. The sync time is linear, the memory is stable. -### Write fanout +### Live updates -#### 3. One shape with many clients +#### 3. Many disjoint shapes + +
+ + Benchmark measuring how long a write that affects a single shape takes to reach a client + +
+ +This benchmark evaluates the time it takes for a write operation to reach a client subscribed to the relevant shape. On the x-axis, the number of active shapes is shown. +Each shape in this benchmark is independent, ensuring that a write operation affects only one shape at a time. + +The two graphs differ based on the type of WHERE clause used for the shapes: +- **Top Graph:** The WHERE clause is in the form `field = constant`, where each shape is assigned a unique constant. These types of WHERE clause, along with similar patterns, + are optimised for high performance regardless of the number of shapes — analogous to having an index on the field. As shown in the graph, the latency remains consistently + flat at 6ms as the number of shapes increases. This 6ms latency includes 3ms for PostgreSQL to process the write operation and 3ms for Electric to propagate it. + We are actively working to optimise additional WHERE clause types in the future. +- **Bottom Graph:** The WHERE clause is in the form `field LIKE constant`, an example of a non-optimised query type. + In this case, the latency increases linearly with the number of shapes because Electric must evaluate each shape individually to determine if it is affected by the write. + Despite this, the response times remain low, a tenth of a second for 10,000 shapes. + +#### 4. One shape with many clients
@@ -97,7 +122,9 @@ This measures a single client syncing a single large shape of up-to 1M rows. The
-Measures write latency (i.e.: time for the client to see the write) and memory use for a transaction of increasing size written to one shape log, streamed to an increasing number of clients. +Measures write latency (i.e.: time for the client to see the write) for a transaction of increasing size written to one shape log, streamed to an increasing number of clients. + +Below is the memory use for the same benchmark.
@@ -107,7 +134,7 @@ Measures write latency (i.e.: time for the client to see the write) and memory u
-#### 4. Many shapes, each with a single client +#### 5. Many overlapping shapes, each with a single client
@@ -117,11 +144,11 @@ Measures write latency (i.e.: time for the client to see the write) and memory u
-Shows "diverse write fanout", where we do a single write into many shapes that each have a single client listening to them (and the write is seen by all shapes). +In this benchmark there are a varying number of shapes with each shape having a single client subscribed to it. It shows the average length of time it takes for a single write that affects all the shapes to reach each client. -Latency rises linearly. Memory usage is relatively flat. +Latency and memory use rises linearly. -#### 5. Many shapes, streamed to one client +#### 6. Many overlapping shapes, one client
@@ -131,7 +158,9 @@ Latency rises linearly. Memory usage is relatively flat.
-Similar to the diverse write fanout, but with many shapes the write falls into, only one is actively listened to. +In this benchmark there are a varying number of shapes with just one client subscribed to one of the shapes. It shows the length of time it takes for a single write that affects all the shapes to reach the client. + +Latency and peak memory use rises linearly. 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