sample_rate
支援的國家/地區:
optimization.sample_rate(byteOrString, rateNumerator, rateDenominator)
說明
這個函式會根據確定性取樣策略,判斷是否要納入事件。這個函式會傳回:
- 輸入值的分數,相當於 (
rateNumerator/rateDenominator),表示事件應納入樣本。true false,表示不應將事件納入樣本。
這項函式適用於只想處理部分事件的優化情境。等同於:
hash.fingerprint2011(byteOrString) % rateDenominator < rateNumerator
參數資料類型
- byteOrString:評估結果為
BYTE或STRING的運算式。 - rateNumerator: 'INT'
- rateDenominator: 'INT'
傳回類型
BOOL
程式碼範例
events:
$e.metadata.event_type = "NETWORK_CONNECTION"
$asset_id = $e.principal.asset.asset_id
optimization.sample_rate($e.metadata.id, 1, 5) // Only 1 out of every 5 events
match:
$asset_id over 1h
outcome:
$event_count = count_distinct($e.metadata.id)
// estimate the usage by multiplying by the inverse of the sample rate
$usage_past_hour = sum(5.0 * $e.network.sent_bytes)
condition:
// Requiring a certain number of events after sampling avoids bias (e.g. a
// device with just 1 connection will still show up 20% of the time and
// if we multiply that traffic by 5, we'll get an incorrect estimate)
$e and ($usage_past_hour > 1000000000) and $event_count >= 100