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# SBT Test Shards | ||
# sbt test shards | ||
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*An SBT plugin for splitting tests across multiple shards to speed up tests.* | ||
*An sbt plugin for splitting tests across multiple shards to speed up tests.* | ||
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## What is it? | ||
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Some projects have tests that take an incredibly long time. In such cases, CI turnaround time | ||
can be frustratingly long. For example, say your tests take 45 minutes to complete in CI. | ||
What you can instead do is split and run those tests across multiple nodes to speed up | ||
the entire process. So what was once 45 minutes could turn into 15 minutes if you | ||
distribute them across 3 nodes. `sbt-test-shards` aims to make setting up this workflow a | ||
bit easier for you. | ||
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![screenshot](assets/screenshot.jpg "sbt-test-shards screenshot") | ||
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## Installation | ||
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Add the following to `project/plugins.sbt`: | ||
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```scala | ||
addSbtPlugin("com.github.reibitto" % "sbt-test-shards" % "0.1.0") | ||
``` | ||
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## Configuration | ||
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Out of the box, the only thing that you must do is set the `testShard` and `testShardCount` | ||
settings to the appropriate values. `testShardCount` identifies the number of shards/nodes | ||
your tests will be split into. Let's say 3 for this example. `testShard` on the other hand | ||
identifies _which_ shard is running the tests. So if we follow the example of 3 nodes, | ||
`testShard` should be set to either 0, 1, or 2 (indexing is zero-based). | ||
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By default, `testShard` and `testShardCount` will look for the JVM properties called | ||
`test.shard` and `test.shard.count` respectively. If none are found, it'll fallback to the | ||
`TEST_SHARD` and `TEST_SHARD_COUNT` environment variables. Otherwise they will default to | ||
`testShard=0` and `testShardCount=1` (which is essentially the same as not doing any sharding | ||
at all). | ||
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If you want to use your own values, you can configure the sbt settings yourself: | ||
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```scala | ||
testShard := yourShardId | ||
testShardCount := 5 | ||
``` | ||
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### Sharding algorithms | ||
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By default, the tests will be sharded by the test suite name (`ShardingAlgorithm.SuiteName`). | ||
This is convenient because it's automatic and requires no additional setup. | ||
This works well if you have a lot of tests and/or you don't have any major outliers, such as 1 suite taking | ||
an incredibly long time relative to all the others. If you have such outliers, the execution time for | ||
the shards won't be perfectly balanced. So rather than nodes 0, 1, and 2 each taking 15 minutes to | ||
complete, it may look like `node0 = 12 mins`, `node1 = 14 mins`, `node2 = 19 mins`. | ||
This isn't optimal because you're waiting an extra 4 minutes for CI to complete because | ||
`node2` is carrying more weight than the others. | ||
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To avoid the above case, you can use a different sharding algorithm called `ShardingAlgorithm.Balance`. | ||
This takes in a list of test suite names and their execution times (rough estimates or averages are fine for this). | ||
An example: | ||
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```scala | ||
shardingAlgorithm := ShardingAlgorithm.Balance( | ||
tests = List( | ||
TestSuiteInfo("example.FooSpec", Some(Duration.ofSeconds(9))), | ||
TestSuiteInfo("example.BarSpec", Some(Duration.ofSeconds(3))), | ||
TestSuiteInfo("example.BazSpec", Some(Duration.ofSeconds(4))), | ||
// ... | ||
), | ||
bucketCount = testShardCount.value, | ||
fallbackShardingAlgorithm = ShardingAlgorithm.SuiteName | ||
) | ||
``` | ||
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As you can see, filling this out manually would be tedious. Ideally you'd want to derive | ||
this data structure from a test report. If that's not an option, you could also get away | ||
with only including your slowest test suites in this list and leave the rest to the fallback | ||
sharding algorithm. | ||
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Eventually this plugin will be able to consume test reports itself so that you won't have to | ||
worry about it at all. | ||
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### Additional configuration | ||
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If you're debugging and want to see logs in CI of which suites are set to run and which | ||
are skipped, you can use `testShardDebug := true` | ||
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## CI Configuration | ||
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### GitHub Actions | ||
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You'll want to [set up a matrix](https://docs.github.com/en/actions/using-jobs/using-a-matrix-for-your-jobs) | ||
for your job. The matrix portion will look something like: | ||
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```yaml | ||
matrix: | ||
shard: [0, 1, 2] | ||
``` | ||
then in the `env` section where you run the `sbt test` command, you'll want to set the following: | ||
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```yaml | ||
env: | ||
TEST_SHARD: ${{ matrix.shard }} | ||
TEST_SHARD_COUNT: 3 | ||
``` | ||
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Of course you could instead pass in the `test.shard` and `test.shard.count` properties in the `sbt` | ||
command if you so prefer (as mentioned earlier). |
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