Sep 20, 2024
Estimate the sample size and duration of an A/B test
Given the traffic percentage and the expected effect size, this endpoint estimates the sample size and duration of an A/B test based on historical traffic.
Usage
Required ACL:
analytics
Copy
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
from algoliasearch.abtesting.client import AbtestingClientSync
from json import loads
# In an asynchronous context, you can use AbtestingClient instead, which exposes the exact same methods.
client = AbtestingClientSync(
"ALGOLIA_APPLICATION_ID", "ALGOLIA_API_KEY", "ALGOLIA_APPLICATION_REGION"
)
response = client.estimate_ab_test(
estimate_ab_test_request={
"configuration": {
"emptySearch": {
"exclude": True,
},
"minimumDetectableEffect": {
"size": 0.03,
"metric": "conversionRate",
},
},
"variants": [
{
"index": "AB_TEST_1",
"trafficPercentage": 50,
},
{
"index": "AB_TEST_2",
"trafficPercentage": 50,
},
],
},
)
Did you find this page helpful?