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Improved hashing algorithm in luaS_newlstr #1168

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merged 6 commits into from
Oct 15, 2024

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zarkash-aws
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Overview

This PR introduces the use of MurmurHash3 as the hashing function for Lua's luaS_newlstr function, replacing the previous simple hash function. The change aims to improve performance, particularly for large strings.

Changes

Implemented MurmurHash3 algorithm in lstring.c
Updated luaS_newlstr to use MurmurHash3 for string hashing

Performance Testing:
Test Setup:

  1. Ran a valkey server
  2. Loaded 1000 keys with large values (100KB each) to the server using a Lua script
local numKeys = 1000

for i = 1, numKeys do
    local key = "large_key_" .. i
    local largeValue = string.rep("x", 1024*100)
    redis.call("SET", key, largeValue)
end
  1. Used a Lua script to randomly select and retrieve keys
local randomKey = redis.call("RANDOMKEY")
local result = redis.call("GET", randomKey)
  1. Benchmarked using valkey-benchmark:
    ./valkey-benchmark -n 100000 evalsha c157a37967e69569339a39a953c046fc2ecb4258 0

Results:

A Unstable This PR Change
Throughput 6,835.74 requests per second 17,061.94 requests per second +150% increase
Avg Latency 7.218 ms 2.838 ms -61% decrease
Min Latency 3.144 ms 1.320 ms -58% decrease
P50 Latency 8.463 ms 3.167 ms -63% decrease
P95 Latency 8.863 ms 3.527 ms -60% decrease
P99 Latency 9.063 ms 3.663 ms -60% decrease
Max Latency 63.871 ms 55.327 ms -13% decrease

Summary:

  • Throughput: Improved by 150%.
  • Latency: Significant reductions in average, minimum, and percentile latencies (P50, P95, P99), leading to much faster response times.
  • Max Latency: Slightly decreased by 13%, indicating fewer outlier delays after the fix.

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codecov bot commented Oct 14, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 70.63%. Comparing base (36d438b) to head (4c749ce).
Report is 9 commits behind head on unstable.

Additional details and impacted files
@@             Coverage Diff              @@
##           unstable    #1168      +/-   ##
============================================
- Coverage     70.69%   70.63%   -0.06%     
============================================
  Files           114      114              
  Lines         61693    61740      +47     
============================================
+ Hits          43611    43613       +2     
- Misses        18082    18127      +45     

see 11 files with indirect coverage changes

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@zuiderkwast zuiderkwast left a comment

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Cool!

Are Lua tables using this hash function too? A Lua script that just creates large lua tables and looks up elements in it would benefit much too, right?

Lua is a vendored dependency. Having patches to this code makes it harder to update the dependency. I'm not sure we will ever update this though, because later Lua versions are not 100% compatible with 5.1, but in general.

In deps/README.md, it's described how to update each dep. We should mention there that we have changed Lua's hash function.

deps/lua/src/lstring.c Outdated Show resolved Hide resolved
zarkash-aws and others added 2 commits October 15, 2024 16:36
Co-authored-by: Madelyn Olson <[email protected]>
Signed-off-by: zarkash-aws <[email protected]>
@madolson madolson added performance release-notes This issue should get a line item in the release notes labels Oct 15, 2024
deps/lua/src/lstring.c Outdated Show resolved Hide resolved
Signed-off-by: Madelyn Olson <[email protected]>
deps/lua/src/lstring.c Outdated Show resolved Hide resolved
deps/README.md Outdated Show resolved Hide resolved
Minor improvements.

Signed-off-by: Madelyn Olson <[email protected]>
deps/lua/src/lstring.c Outdated Show resolved Hide resolved
Co-authored-by: Viktor Söderqvist <[email protected]>
Signed-off-by: Madelyn Olson <[email protected]>
@madolson madolson merged commit 06cfe2c into valkey-io:unstable Oct 15, 2024
46 checks passed
eifrah-aws pushed a commit to eifrah-aws/valkey that referenced this pull request Oct 20, 2024
**Overview**

This PR introduces the use of
[MurmurHash3](https://en.wikipedia.org/wiki/MurmurHash) as the hashing
function for Lua's luaS_newlstr function, replacing the previous simple
hash function. The change aims to improve performance, particularly for
large strings.

**Changes**

Implemented MurmurHash3 algorithm in lstring.c
Updated luaS_newlstr to use MurmurHash3 for string hashing

**Performance Testing:**
Test Setup:

1. Ran a valkey server
2. Loaded 1000 keys with large values (100KB each) to the server using a
Lua script
```
local numKeys = 1000

for i = 1, numKeys do
    local key = "large_key_" .. i
    local largeValue = string.rep("x", 1024*100)
    redis.call("SET", key, largeValue)
end
```
3. Used a Lua script to randomly select and retrieve keys
```
local randomKey = redis.call("RANDOMKEY")
local result = redis.call("GET", randomKey)
```
4. Benchmarked using valkey-benchmark:
`./valkey-benchmark -n 100000 evalsha
c157a37967e69569339a39a953c046fc2ecb4258 0`

Results:

A | Unstable | This PR | Change
-- | -- | -- | --
Throughput | 6,835.74 requests per second | 17,061.94 requests per
second | **+150% increase**
Avg Latency | 7.218 ms | 2.838 ms | **-61% decrease**
Min Latency | 3.144 ms | 1.320 ms | **-58% decrease**
P50 Latency | 8.463 ms | 3.167 ms | **-63% decrease**
P95 Latency | 8.863 ms | 3.527 ms | **-60% decrease**
P99 Latency | 9.063 ms | 3.663 ms | **-60% decrease**
Max Latency | 63.871 ms | 55.327 ms | **-13% decrease**

Summary:
* Throughput: Improved by 150%.
* Latency: Significant reductions in average, minimum, and percentile
latencies (P50, P95, P99), leading to much faster response times.
* Max Latency: Slightly decreased by 13%, indicating fewer outlier
delays after the fix.

---------

Signed-off-by: Shai Zarka <[email protected]>
Signed-off-by: zarkash-aws <[email protected]>
Signed-off-by: Madelyn Olson <[email protected]>
Co-authored-by: Madelyn Olson <[email protected]>
Co-authored-by: Viktor Söderqvist <[email protected]>
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3 participants