|
| 1 | +--- |
| 2 | +title: Distribute workloads across VUs |
| 3 | +excerpt: How to configure different amounts of traffic for different VU behaviors |
| 4 | +slug: /examples/distribute-workloads |
| 5 | +--- |
| 6 | + |
| 7 | +k6 can schedule different load patterns for different VU functions. |
| 8 | +A test with multiple workloads might better simulate traffic in the real world, where user behavior is rarely uniform. |
| 9 | +For example, most traffic to an e-commerce site might come from users who only search for items and read reviews. A small percentage of users might actively shop, performing actions that involve writes to the database and calls to different APIs. |
| 10 | + |
| 11 | + |
| 12 | +The following sections provide examples of how to structure k6 scripts to split logic across VUs. |
| 13 | +To inspect the results for a certain behavior, you can [create a custom metric](/using-k6/metrics/create-custom-metrics) or use [Tags](/using-k6/tags-and-groups) to filter by scenario, code block, or individual request. |
| 14 | + |
| 15 | +<Blockquote mod="note" title="Aim for simplicity"> |
| 16 | + |
| 17 | +These techniques can create very complex configurations. |
| 18 | +However, more complexity creates more ambiguity in result interpretation |
| 19 | + |
| 20 | +</Blockquote> |
| 21 | + |
| 22 | + |
| 23 | +## Split logic across scenarios |
| 24 | + |
| 25 | +<Blockquote mod="note" title=""> |
| 26 | + |
| 27 | +In this context, _workload_ refers to the traffic pattern simulated by a scenario. |
| 28 | + |
| 29 | +</Blockquote> |
| 30 | + |
| 31 | + |
| 32 | +One way to distribute traffic is to use scenarios to schedule different workloads for different functions. |
| 33 | +1. Define multiple scenarios in your [options](/using-k6/options). |
| 34 | +1. Use the scenario `exec` property to execute different VU functions with a workload. |
| 35 | + |
| 36 | +For example, imagine a social media site that typically receives 100 concurrent users. |
| 37 | +Of those, 80 might visit their contacts page, and 20 might view the news. |
| 38 | +To configure such a distribution, make two scenarios with different throughput or VUs: |
| 39 | + |
| 40 | + |
| 41 | +```javascript |
| 42 | +import http from "k6/http"; |
| 43 | + |
| 44 | +export const options = { |
| 45 | + //scenario to view contacts |
| 46 | + scenarios: { |
| 47 | + contacts: { |
| 48 | + executor: "shared-iterations", |
| 49 | + exec: "contacts", |
| 50 | + vus: 80, |
| 51 | + iterations: 100, |
| 52 | + }, |
| 53 | + //scenario to view news |
| 54 | + news: { |
| 55 | + executor: "shared-iterations", |
| 56 | + exec: "news", |
| 57 | + vus: 20, |
| 58 | + iterations: 100, |
| 59 | + }, |
| 60 | + }, |
| 61 | +}; |
| 62 | + |
| 63 | +//use the exec property to run different scenarios for different functions |
| 64 | + |
| 65 | +export function contacts() { |
| 66 | + http.get("https://test.k6.io/contacts.php"); |
| 67 | +} |
| 68 | + |
| 69 | +export function news() { |
| 70 | + http.get("https://test.k6.io/news.php"); |
| 71 | +} |
| 72 | +``` |
| 73 | + |
| 74 | +To view granular results for a specific scenario, you can filter by the built-in scenario [tag](/using-k6/tags-and-groups). |
| 75 | + |
| 76 | +## Distribute logic by VU ID |
| 77 | + |
| 78 | +In some cases, writing a scenario for each behavior might be inconvenient or impractical. |
| 79 | +As an alternative, you can distribute logic across a range of VUs with the [execution context variables](/using-k6/execution-context-variables) from the [`k6/execution`](https://k6.io/docs/javascript-api/k6-execution/) module. |
| 80 | +With the `exec` object, you can scope logic to a specific instance, scenario, or across all VUs. |
| 81 | + |
| 82 | +For example, this statement assigns behavior to the first 25 VUs in a test. |
| 83 | + |
| 84 | +```bash |
| 85 | +if (exec.vu.idInTest <= 25) { |
| 86 | + //do something; |
| 87 | + } |
| 88 | +``` |
| 89 | +
|
| 90 | +
|
| 91 | +For more flexibility, you can use modulo expressions distribute VUs according to percentages. |
| 92 | +For example, the following script distributes logic according to different user profiles: |
| 93 | +- 40 percent of users check the news. |
| 94 | +- 60 percent play a coinflip game. |
| 95 | + - Half bet `heads` and half bet `tails`. |
| 96 | +
|
| 97 | +<CodeGroup labels={["behavior-based-on-exec-context.js"]} lineNumbers={[true]} showCopyButton={[true]}> |
| 98 | +
|
| 99 | +```javascript |
| 100 | +import http from "k6/http"; |
| 101 | +import exec from "k6/execution"; |
| 102 | + |
| 103 | +export const options = { |
| 104 | + scenarios: { |
| 105 | + quickRamp: { |
| 106 | + executor: "ramping-arrival-rate", |
| 107 | + startRate: 0, |
| 108 | + timeUnit: "1s", |
| 109 | + preAllocatedVUs: 100, |
| 110 | + stages: [ |
| 111 | + { target: 10, duration: "10s" }, |
| 112 | + { target: 10, duration: "15s" }, |
| 113 | + { target: 0, duration: "5s" }, |
| 114 | + ], |
| 115 | + }, |
| 116 | + }, |
| 117 | +}; |
| 118 | + |
| 119 | +export default function () { |
| 120 | + if (exec.vu.idInTest % 10 < 4) { |
| 121 | + // 0-3 range, read the news |
| 122 | + http.get("http://test.k6.io/news"); |
| 123 | + } else if (exec.vu.idInTest % 10 < 7) { |
| 124 | + // 4-6 range, bet heads |
| 125 | + http.get("http://test.k6.io/flip_coin.php?bet=heads"); |
| 126 | + } else { |
| 127 | + // 7-9 range, bet tails |
| 128 | + http.get("http://test.k6.io/flip_coin.php?bet=tails"); |
| 129 | + } |
| 130 | +} |
| 131 | + |
| 132 | +``` |
| 133 | +
|
| 134 | +To view results for a specific request or group, you can define [tags](/using-k6/tags-and-groups). |
| 135 | +
|
| 136 | +</CodeGroup> |
| 137 | +
|
| 138 | +
|
| 139 | +## Randomize behavior |
| 140 | +
|
| 141 | +To add a degree of random behavior, consider one of the randomizing functions from the [k6 utils](https://k6.io/docs/javascript-api/jslib/utils/). |
| 142 | +
|
| 143 | +For example, this script randomly assigns one behavior to happen one-third of the time, and another to happen all other times. |
| 144 | +
|
| 145 | +<CodeGroup labels={["random-behavior.js"]} lineNumbers={[]} showCopyButton={[true]}> |
| 146 | +
|
| 147 | +```javascript |
| 148 | +import { sleep } from "k6"; |
| 149 | +import { randomIntBetween } from "https://jslib.k6.io/k6-utils/1.2.0/index.js"; |
| 150 | + |
| 151 | +export default function () { |
| 152 | + if (randomIntBetween(1, 3) % 3 > 1) { |
| 153 | + console.log("1 in 3 times"); |
| 154 | + } else { |
| 155 | + console.log("2 in 3 times"); |
| 156 | + } |
| 157 | +} |
| 158 | + |
| 159 | +``` |
| 160 | +
|
| 161 | +</CodeGroup> |
| 162 | +
|
| 163 | +For a more sophisticated example of randomizing, read this [forum post](https://community.k6.io/t/how-to-distribute-vus-across-different-scenarios-with-k6/49/17). |
| 164 | +
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